2020-10-14 15:54:09,713 - 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 4.8.5-11) 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+0003de8 ------------------------------------------------------------ 2020-10-14 15:54:09,729 - mmaction - INFO - Distributed training: True 2020-10-14 15:54:09,729 - mmaction - INFO - Config: /mnt/lustre/duanhaodong1/mmaction2_hvu/configs/hvu/tsn_action_333x.py # model settings 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=739, 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 = 'data/hvu/hvu_train_action_frames.json' ann_file_val = 'data/hvu/hvu_val_action_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=16, 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=739, 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=739, 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=739, 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 8 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 = './work_dirs/hvu/tsn_action_333x/' load_from = None resume_from = None workflow = [('train', 5)] 2020-10-14 15:54:10,123 - mmaction - INFO - These parameters in pretrained checkpoint are not loaded: {'fc.bias', 'fc.weight'} 2020-10-14 15:54:19,045 - mmaction - INFO - Start running, host: duanhaodong1@SH-IDC2-172-20-20-65, work_dir: /mnt/lustre/duanhaodong1/mmaction2_hvu/work_dirs/hvu/tsn_action_333x 2020-10-14 15:54:19,045 - mmaction - INFO - workflow: [('train', 5)], max: 100 epochs 2020-10-14 15:54:48,794 - mmaction - INFO - Epoch [1][20/1743] lr: 1.000e-02, eta: 2 days, 23:51:59, time: 1.485, data_time: 0.738, memory: 3025, loss_cls: 37.0476, loss: 37.0476, grad_norm: 20.4915 2020-10-14 15:55:07,683 - mmaction - INFO - Epoch [1][40/1743] lr: 1.000e-02, eta: 2 days, 10:44:46, time: 0.943, data_time: 0.358, memory: 3025, loss_cls: 7.5290, loss: 7.5290, grad_norm: 2.8784 2020-10-14 15:55:25,492 - mmaction - INFO - Epoch [1][60/1743] lr: 1.000e-02, eta: 2 days, 5:30:17, time: 0.889, data_time: 0.349, memory: 3025, loss_cls: 5.7566, loss: 5.7566, grad_norm: 2.2920 2020-10-14 15:55:45,287 - mmaction - INFO - Epoch [1][80/1743] lr: 1.000e-02, eta: 2 days, 4:08:05, time: 0.993, data_time: 0.051, memory: 3025, loss_cls: 5.4171, loss: 5.4171, grad_norm: 1.4634 2020-10-14 15:56:03,738 - mmaction - INFO - Epoch [1][100/1743] lr: 1.000e-02, eta: 2 days, 2:37:11, time: 0.921, data_time: 0.002, memory: 3025, loss_cls: 5.2858, loss: 5.2858, grad_norm: 1.5480 2020-10-14 15:56:22,435 - mmaction - INFO - Epoch [1][120/1743] lr: 1.000e-02, eta: 2 days, 1:40:26, time: 0.930, data_time: 0.008, memory: 3025, loss_cls: 5.2382, loss: 5.2382, grad_norm: 1.6001 2020-10-14 15:56:40,648 - mmaction - INFO - Epoch [1][140/1743] lr: 1.000e-02, eta: 2 days, 0:53:12, time: 0.914, data_time: 0.014, memory: 3025, loss_cls: 5.1659, loss: 5.1659, grad_norm: 1.2819 2020-10-14 15:56:59,181 - mmaction - INFO - Epoch [1][160/1743] lr: 1.000e-02, eta: 2 days, 0:22:37, time: 0.927, data_time: 0.007, memory: 3025, loss_cls: 5.1252, loss: 5.1252, grad_norm: 1.2164 2020-10-14 15:57:17,279 - mmaction - INFO - Epoch [1][180/1743] lr: 1.000e-02, eta: 1 day, 23:50:15, time: 0.901, data_time: 0.006, memory: 3025, loss_cls: 5.0648, loss: 5.0648, grad_norm: 1.2997 2020-10-14 15:57:35,403 - mmaction - INFO - Epoch [1][200/1743] lr: 1.000e-02, eta: 1 day, 23:26:57, time: 0.910, data_time: 0.008, memory: 3025, loss_cls: 5.0153, loss: 5.0153, grad_norm: 1.6699 2020-10-14 15:57:53,569 - mmaction - INFO - Epoch [1][220/1743] lr: 1.000e-02, eta: 1 day, 23:07:42, time: 0.909, data_time: 0.005, memory: 3025, loss_cls: 4.9888, loss: 4.9888, grad_norm: 1.2631 2020-10-14 15:58:11,489 - mmaction - INFO - Epoch [1][240/1743] lr: 1.000e-02, eta: 1 day, 22:48:34, time: 0.897, data_time: 0.006, memory: 3025, loss_cls: 4.9053, loss: 4.9053, grad_norm: 1.2382 2020-10-14 15:58:28,330 - mmaction - INFO - Epoch [1][260/1743] lr: 1.000e-02, eta: 1 day, 22:20:26, time: 0.843, data_time: 0.006, memory: 3025, loss_cls: 4.9143, loss: 4.9143, grad_norm: 1.2723 2020-10-14 15:58:45,776 - mmaction - INFO - Epoch [1][280/1743] lr: 1.000e-02, eta: 1 day, 22:01:48, time: 0.870, data_time: 0.002, memory: 3025, loss_cls: 4.8437, loss: 4.8437, grad_norm: 1.6390 2020-10-14 15:59:03,850 - mmaction - INFO - Epoch [1][300/1743] lr: 1.000e-02, eta: 1 day, 21:51:33, time: 0.901, data_time: 0.003, memory: 3025, loss_cls: 4.7912, loss: 4.7912, grad_norm: 1.3631 2020-10-14 15:59:20,641 - mmaction - INFO - Epoch [1][320/1743] lr: 1.000e-02, eta: 1 day, 21:31:27, time: 0.840, data_time: 0.007, memory: 3025, loss_cls: 4.8267, loss: 4.8267, grad_norm: 1.3924 2020-10-14 15:59:38,469 - mmaction - INFO - Epoch [1][340/1743] lr: 1.000e-02, eta: 1 day, 21:22:37, time: 0.892, data_time: 0.006, memory: 3025, loss_cls: 4.6912, loss: 4.6912, grad_norm: 1.6193 2020-10-14 15:59:54,883 - mmaction - INFO - Epoch [1][360/1743] lr: 1.000e-02, eta: 1 day, 21:02:58, time: 0.819, data_time: 0.005, memory: 3025, loss_cls: 4.6973, loss: 4.6973, grad_norm: 1.4003 2020-10-14 16:00:12,146 - mmaction - INFO - Epoch [1][380/1743] lr: 1.000e-02, eta: 1 day, 20:52:59, time: 0.869, data_time: 0.007, memory: 3025, loss_cls: 4.6745, loss: 4.6745, grad_norm: 1.4072 2020-10-14 16:00:31,971 - mmaction - INFO - Epoch [1][400/1743] lr: 1.000e-02, eta: 1 day, 21:01:25, time: 0.989, data_time: 0.002, memory: 3025, loss_cls: 4.6393, loss: 4.6393, grad_norm: 1.4560 2020-10-14 16:00:48,922 - mmaction - INFO - Epoch [1][420/1743] lr: 1.000e-02, eta: 1 day, 20:49:23, time: 0.847, data_time: 0.004, memory: 3025, loss_cls: 4.6344, loss: 4.6344, grad_norm: 1.4210 2020-10-14 16:01:06,946 - mmaction - INFO - Epoch [1][440/1743] lr: 1.000e-02, eta: 1 day, 20:45:23, time: 0.900, data_time: 0.003, memory: 3025, loss_cls: 4.6208, loss: 4.6208, grad_norm: 1.4424 2020-10-14 16:01:24,325 - mmaction - INFO - Epoch [1][460/1743] lr: 1.000e-02, eta: 1 day, 20:37:48, time: 0.869, data_time: 0.007, memory: 3025, loss_cls: 4.5893, loss: 4.5893, grad_norm: 1.4405 2020-10-14 16:01:42,510 - mmaction - INFO - Epoch [1][480/1743] lr: 1.000e-02, eta: 1 day, 20:35:45, time: 0.910, data_time: 0.005, memory: 3025, loss_cls: 4.5490, loss: 4.5490, grad_norm: 1.7294 2020-10-14 16:02:00,600 - mmaction - INFO - Epoch [1][500/1743] lr: 1.000e-02, eta: 1 day, 20:33:29, time: 0.907, data_time: 0.004, memory: 3025, loss_cls: 4.5442, loss: 4.5442, grad_norm: 1.6241 2020-10-14 16:02:18,913 - mmaction - INFO - Epoch [1][520/1743] lr: 1.000e-02, eta: 1 day, 20:31:46, time: 0.910, data_time: 0.002, memory: 3025, loss_cls: 4.4784, loss: 4.4784, grad_norm: 1.6728 2020-10-14 16:02:36,323 - mmaction - INFO - Epoch [1][540/1743] lr: 1.000e-02, eta: 1 day, 20:26:05, time: 0.872, data_time: 0.010, memory: 3025, loss_cls: 4.4588, loss: 4.4588, grad_norm: 1.6061 2020-10-14 16:02:53,399 - mmaction - INFO - Epoch [1][560/1743] lr: 1.000e-02, eta: 1 day, 20:19:02, time: 0.855, data_time: 0.005, memory: 3025, loss_cls: 4.5061, loss: 4.5061, grad_norm: 1.7904 2020-10-14 16:03:11,056 - mmaction - INFO - Epoch [1][580/1743] lr: 1.000e-02, eta: 1 day, 20:15:03, time: 0.881, data_time: 0.005, memory: 3025, loss_cls: 4.4489, loss: 4.4489, grad_norm: 1.6793 2020-10-14 16:03:28,743 - mmaction - INFO - Epoch [1][600/1743] lr: 1.000e-02, eta: 1 day, 20:11:56, time: 0.888, data_time: 0.006, memory: 3025, loss_cls: 4.4261, loss: 4.4261, grad_norm: 1.5943 2020-10-14 16:03:46,630 - mmaction - INFO - Epoch [1][620/1743] lr: 1.000e-02, eta: 1 day, 20:09:32, time: 0.894, data_time: 0.003, memory: 3025, loss_cls: 4.4259, loss: 4.4259, grad_norm: 1.7989 2020-10-14 16:04:03,206 - mmaction - INFO - Epoch [1][640/1743] lr: 1.000e-02, eta: 1 day, 20:01:10, time: 0.826, data_time: 0.002, memory: 3025, loss_cls: 4.3795, loss: 4.3795, grad_norm: 1.6278 2020-10-14 16:04:20,039 - mmaction - INFO - Epoch [1][660/1743] lr: 1.000e-02, eta: 1 day, 19:54:28, time: 0.840, data_time: 0.033, memory: 3025, loss_cls: 4.3692, loss: 4.3692, grad_norm: 1.6409 2020-10-14 16:04:37,636 - mmaction - INFO - Epoch [1][680/1743] lr: 1.000e-02, eta: 1 day, 19:51:44, time: 0.882, data_time: 0.324, memory: 3025, loss_cls: 4.3421, loss: 4.3421, grad_norm: 1.5976 2020-10-14 16:04:56,179 - mmaction - INFO - Epoch [1][700/1743] lr: 1.000e-02, eta: 1 day, 19:52:44, time: 0.925, data_time: 0.289, memory: 3025, loss_cls: 4.3138, loss: 4.3138, grad_norm: 1.6924 2020-10-14 16:05:13,813 - mmaction - INFO - Epoch [1][720/1743] lr: 1.000e-02, eta: 1 day, 19:50:24, time: 0.885, data_time: 0.236, memory: 3025, loss_cls: 4.2702, loss: 4.2702, grad_norm: 1.6625 2020-10-14 16:05:32,327 - mmaction - INFO - Epoch [1][740/1743] lr: 1.000e-02, eta: 1 day, 19:50:58, time: 0.920, data_time: 0.133, memory: 3025, loss_cls: 4.2503, loss: 4.2503, grad_norm: 1.7004 2020-10-14 16:05:51,066 - mmaction - INFO - Epoch [1][760/1743] lr: 1.000e-02, eta: 1 day, 19:53:05, time: 0.941, data_time: 0.109, memory: 3025, loss_cls: 4.2370, loss: 4.2370, grad_norm: 1.6890 2020-10-14 16:06:08,220 - mmaction - INFO - Epoch [1][780/1743] lr: 1.000e-02, eta: 1 day, 19:48:50, time: 0.857, data_time: 0.005, memory: 3025, loss_cls: 4.2351, loss: 4.2351, grad_norm: 1.7329 2020-10-14 16:06:26,091 - mmaction - INFO - Epoch [1][800/1743] lr: 1.000e-02, eta: 1 day, 19:47:31, time: 0.895, data_time: 0.006, memory: 3025, loss_cls: 4.2168, loss: 4.2168, grad_norm: 2.0001 2020-10-14 16:06:43,000 - mmaction - INFO - Epoch [1][820/1743] lr: 1.000e-02, eta: 1 day, 19:42:41, time: 0.845, data_time: 0.004, memory: 3025, loss_cls: 4.2232, loss: 4.2232, grad_norm: 1.8237 2020-10-14 16:07:01,083 - mmaction - INFO - Epoch [1][840/1743] lr: 1.000e-02, eta: 1 day, 19:42:18, time: 0.906, data_time: 0.005, memory: 3025, loss_cls: 4.1738, loss: 4.1738, grad_norm: 1.8189 2020-10-14 16:07:18,171 - mmaction - INFO - Epoch [1][860/1743] lr: 1.000e-02, eta: 1 day, 19:38:33, time: 0.856, data_time: 0.003, memory: 3025, loss_cls: 4.2546, loss: 4.2546, grad_norm: 2.7697 2020-10-14 16:07:36,084 - mmaction - INFO - Epoch [1][880/1743] lr: 1.000e-02, eta: 1 day, 19:37:31, time: 0.895, data_time: 0.003, memory: 3025, loss_cls: 4.2279, loss: 4.2279, grad_norm: 1.9476 2020-10-14 16:07:53,707 - mmaction - INFO - Epoch [1][900/1743] lr: 1.000e-02, eta: 1 day, 19:35:45, time: 0.883, data_time: 0.003, memory: 3025, loss_cls: 4.1656, loss: 4.1656, grad_norm: 1.8361 2020-10-14 16:08:11,623 - mmaction - INFO - Epoch [1][920/1743] lr: 1.000e-02, eta: 1 day, 19:34:51, time: 0.896, data_time: 0.002, memory: 3025, loss_cls: 4.1799, loss: 4.1799, grad_norm: 1.8385 2020-10-14 16:08:30,030 - mmaction - INFO - Epoch [1][940/1743] lr: 1.000e-02, eta: 1 day, 19:35:12, time: 0.915, data_time: 0.001, memory: 3025, loss_cls: 4.1441, loss: 4.1441, grad_norm: 1.8103 2020-10-14 16:08:47,187 - mmaction - INFO - Epoch [1][960/1743] lr: 1.000e-02, eta: 1 day, 19:32:11, time: 0.860, data_time: 0.007, memory: 3025, loss_cls: 4.1082, loss: 4.1082, grad_norm: 1.8355 2020-10-14 16:09:04,890 - mmaction - INFO - Epoch [1][980/1743] lr: 1.000e-02, eta: 1 day, 19:30:41, time: 0.884, data_time: 0.004, memory: 3025, loss_cls: 4.0883, loss: 4.0883, grad_norm: 1.8765 2020-10-14 16:09:22,055 - mmaction - INFO - Epoch [1][1000/1743] lr: 1.000e-02, eta: 1 day, 19:27:56, time: 0.861, data_time: 0.005, memory: 3025, loss_cls: 4.0711, loss: 4.0711, grad_norm: 1.8284 2020-10-14 16:09:39,816 - mmaction - INFO - Epoch [1][1020/1743] lr: 1.000e-02, eta: 1 day, 19:26:25, time: 0.882, data_time: 0.002, memory: 3025, loss_cls: 4.0959, loss: 4.0959, grad_norm: 1.8621 2020-10-14 16:09:57,605 - mmaction - INFO - Epoch [1][1040/1743] lr: 1.000e-02, eta: 1 day, 19:25:32, time: 0.892, data_time: 0.012, memory: 3025, loss_cls: 4.0396, loss: 4.0396, grad_norm: 1.8959 2020-10-14 16:10:14,240 - mmaction - INFO - Epoch [1][1060/1743] lr: 1.000e-02, eta: 1 day, 19:21:32, time: 0.834, data_time: 0.006, memory: 3025, loss_cls: 4.0448, loss: 4.0448, grad_norm: 1.9069 2020-10-14 16:10:31,528 - mmaction - INFO - Epoch [1][1080/1743] lr: 1.000e-02, eta: 1 day, 19:19:19, time: 0.865, data_time: 0.005, memory: 3025, loss_cls: 4.0126, loss: 4.0126, grad_norm: 1.8491 2020-10-14 16:10:49,331 - mmaction - INFO - Epoch [1][1100/1743] lr: 1.000e-02, eta: 1 day, 19:18:15, time: 0.886, data_time: 0.003, memory: 3025, loss_cls: 4.0282, loss: 4.0282, grad_norm: 1.9367 2020-10-14 16:11:06,563 - mmaction - INFO - Epoch [1][1120/1743] lr: 1.000e-02, eta: 1 day, 19:16:14, time: 0.867, data_time: 0.007, memory: 3025, loss_cls: 3.9925, loss: 3.9925, grad_norm: 1.8906 2020-10-14 16:11:23,767 - mmaction - INFO - Epoch [1][1140/1743] lr: 1.000e-02, eta: 1 day, 19:13:55, time: 0.860, data_time: 0.027, memory: 3025, loss_cls: 4.0142, loss: 4.0142, grad_norm: 1.9379 2020-10-14 16:11:41,606 - mmaction - INFO - Epoch [1][1160/1743] lr: 1.000e-02, eta: 1 day, 19:13:16, time: 0.892, data_time: 0.033, memory: 3025, loss_cls: 3.9639, loss: 3.9639, grad_norm: 1.8894 2020-10-14 16:11:58,720 - mmaction - INFO - Epoch [1][1180/1743] lr: 1.000e-02, eta: 1 day, 19:10:48, time: 0.854, data_time: 0.003, memory: 3025, loss_cls: 3.9885, loss: 3.9885, grad_norm: 2.2445 2020-10-14 16:12:16,860 - mmaction - INFO - Epoch [1][1200/1743] lr: 1.000e-02, eta: 1 day, 19:10:49, time: 0.905, data_time: 0.005, memory: 3025, loss_cls: 3.9785, loss: 3.9785, grad_norm: 1.9850 2020-10-14 16:12:34,754 - mmaction - INFO - Epoch [1][1220/1743] lr: 1.000e-02, eta: 1 day, 19:10:24, time: 0.896, data_time: 0.006, memory: 3025, loss_cls: 3.9746, loss: 3.9746, grad_norm: 1.9597 2020-10-14 16:12:52,639 - mmaction - INFO - Epoch [1][1240/1743] lr: 1.000e-02, eta: 1 day, 19:10:04, time: 0.897, data_time: 0.005, memory: 3025, loss_cls: 3.9179, loss: 3.9179, grad_norm: 1.9624 2020-10-14 16:13:10,862 - mmaction - INFO - Epoch [1][1260/1743] lr: 1.000e-02, eta: 1 day, 19:10:17, time: 0.909, data_time: 0.004, memory: 3025, loss_cls: 3.9015, loss: 3.9015, grad_norm: 1.9713 2020-10-14 16:13:28,138 - mmaction - INFO - Epoch [1][1280/1743] lr: 1.000e-02, eta: 1 day, 19:08:34, time: 0.867, data_time: 0.004, memory: 3025, loss_cls: 3.9212, loss: 3.9212, grad_norm: 2.0135 2020-10-14 16:13:45,856 - mmaction - INFO - Epoch [1][1300/1743] lr: 1.000e-02, eta: 1 day, 19:07:44, time: 0.886, data_time: 0.002, memory: 3025, loss_cls: 3.9065, loss: 3.9065, grad_norm: 1.9775 2020-10-14 16:14:03,595 - mmaction - INFO - Epoch [1][1320/1743] lr: 1.000e-02, eta: 1 day, 19:06:50, time: 0.884, data_time: 0.001, memory: 3025, loss_cls: 3.8515, loss: 3.8515, grad_norm: 1.9711 2020-10-14 16:14:20,623 - mmaction - INFO - Epoch [1][1340/1743] lr: 1.000e-02, eta: 1 day, 19:04:37, time: 0.853, data_time: 0.007, memory: 3025, loss_cls: 3.8467, loss: 3.8467, grad_norm: 1.9454 2020-10-14 16:14:37,546 - mmaction - INFO - Epoch [1][1360/1743] lr: 1.000e-02, eta: 1 day, 19:02:15, time: 0.848, data_time: 0.004, memory: 3025, loss_cls: 3.8709, loss: 3.8709, grad_norm: 1.9746 2020-10-14 16:14:54,449 - mmaction - INFO - Epoch [1][1380/1743] lr: 1.000e-02, eta: 1 day, 18:59:48, time: 0.844, data_time: 0.002, memory: 3025, loss_cls: 3.8322, loss: 3.8322, grad_norm: 2.0073 2020-10-14 16:15:11,368 - mmaction - INFO - Epoch [1][1400/1743] lr: 1.000e-02, eta: 1 day, 18:57:26, time: 0.845, data_time: 0.004, memory: 3025, loss_cls: 3.8446, loss: 3.8446, grad_norm: 1.9811 2020-10-14 16:15:28,649 - mmaction - INFO - Epoch [1][1420/1743] lr: 1.000e-02, eta: 1 day, 18:55:57, time: 0.865, data_time: 0.007, memory: 3025, loss_cls: 3.8351, loss: 3.8351, grad_norm: 1.9988 2020-10-14 16:15:45,923 - mmaction - INFO - Epoch [1][1440/1743] lr: 1.000e-02, eta: 1 day, 18:54:25, time: 0.863, data_time: 0.004, memory: 3025, loss_cls: 3.7882, loss: 3.7882, grad_norm: 2.0161 2020-10-14 16:16:02,843 - mmaction - INFO - Epoch [1][1460/1743] lr: 1.000e-02, eta: 1 day, 18:52:12, time: 0.845, data_time: 0.004, memory: 3025, loss_cls: 3.7993, loss: 3.7993, grad_norm: 2.0593 2020-10-14 16:16:20,655 - mmaction - INFO - Epoch [1][1480/1743] lr: 1.000e-02, eta: 1 day, 18:51:42, time: 0.888, data_time: 0.005, memory: 3025, loss_cls: 3.8039, loss: 3.8039, grad_norm: 2.0069 2020-10-14 16:16:38,690 - mmaction - INFO - Epoch [1][1500/1743] lr: 1.000e-02, eta: 1 day, 18:51:45, time: 0.902, data_time: 0.007, memory: 3025, loss_cls: 3.7389, loss: 3.7389, grad_norm: 2.0369 2020-10-14 16:16:56,901 - mmaction - INFO - Epoch [1][1520/1743] lr: 1.000e-02, eta: 1 day, 18:52:10, time: 0.912, data_time: 0.007, memory: 3025, loss_cls: 3.7922, loss: 3.7922, grad_norm: 2.1580 2020-10-14 16:17:14,921 - mmaction - INFO - Epoch [1][1540/1743] lr: 1.000e-02, eta: 1 day, 18:52:03, time: 0.898, data_time: 0.008, memory: 3025, loss_cls: 3.7792, loss: 3.7792, grad_norm: 2.0597 2020-10-14 16:17:32,268 - mmaction - INFO - Epoch [1][1560/1743] lr: 1.000e-02, eta: 1 day, 18:50:54, time: 0.870, data_time: 0.012, memory: 3025, loss_cls: 3.7379, loss: 3.7379, grad_norm: 2.0518 2020-10-14 16:17:50,079 - mmaction - INFO - Epoch [1][1580/1743] lr: 1.000e-02, eta: 1 day, 18:50:25, time: 0.888, data_time: 0.007, memory: 3025, loss_cls: 3.8085, loss: 3.8085, grad_norm: 2.1199 2020-10-14 16:18:06,816 - mmaction - INFO - Epoch [1][1600/1743] lr: 1.000e-02, eta: 1 day, 18:48:21, time: 0.844, data_time: 0.008, memory: 3025, loss_cls: 3.7413, loss: 3.7413, grad_norm: 2.0814 2020-10-14 16:18:25,064 - mmaction - INFO - Epoch [1][1620/1743] lr: 1.000e-02, eta: 1 day, 18:48:39, time: 0.909, data_time: 0.004, memory: 3025, loss_cls: 3.7684, loss: 3.7684, grad_norm: 2.0557 2020-10-14 16:18:42,050 - mmaction - INFO - Epoch [1][1640/1743] lr: 1.000e-02, eta: 1 day, 18:46:50, time: 0.849, data_time: 0.005, memory: 3025, loss_cls: 3.7179, loss: 3.7179, grad_norm: 2.0205 2020-10-14 16:18:59,196 - mmaction - INFO - Epoch [1][1660/1743] lr: 1.000e-02, eta: 1 day, 18:45:24, time: 0.859, data_time: 0.005, memory: 3025, loss_cls: 3.7016, loss: 3.7016, grad_norm: 2.0860 2020-10-14 16:19:16,564 - mmaction - INFO - Epoch [1][1680/1743] lr: 1.000e-02, eta: 1 day, 18:44:17, time: 0.868, data_time: 0.002, memory: 3025, loss_cls: 3.7407, loss: 3.7407, grad_norm: 2.0745 2020-10-14 16:19:33,367 - mmaction - INFO - Epoch [1][1700/1743] lr: 1.000e-02, eta: 1 day, 18:42:15, time: 0.840, data_time: 0.004, memory: 3025, loss_cls: 3.7351, loss: 3.7351, grad_norm: 2.1200 2020-10-14 16:19:51,800 - mmaction - INFO - Epoch [1][1720/1743] lr: 1.000e-02, eta: 1 day, 18:43:04, time: 0.924, data_time: 0.004, memory: 3025, loss_cls: 3.7434, loss: 3.7434, grad_norm: 2.1376 2020-10-14 16:20:09,640 - mmaction - INFO - Epoch [1][1740/1743] lr: 1.000e-02, eta: 1 day, 18:42:46, time: 0.891, data_time: 0.006, memory: 3025, loss_cls: 3.7256, loss: 3.7256, grad_norm: 2.1124 2020-10-14 16:20:46,537 - mmaction - INFO - Epoch [2][20/1743] lr: 1.000e-02, eta: 1 day, 19:00:54, time: 1.591, data_time: 0.589, memory: 3025, loss_cls: 3.6917, loss: 3.6917, grad_norm: 2.1232 2020-10-14 16:21:05,450 - mmaction - INFO - Epoch [2][40/1743] lr: 1.000e-02, eta: 1 day, 19:02:14, time: 0.948, data_time: 0.005, memory: 3025, loss_cls: 3.6565, loss: 3.6565, grad_norm: 2.0812 2020-10-14 16:21:22,605 - mmaction - INFO - Epoch [2][60/1743] lr: 1.000e-02, eta: 1 day, 19:00:32, time: 0.854, data_time: 0.006, memory: 3025, loss_cls: 3.6528, loss: 3.6528, grad_norm: 2.1203 2020-10-14 16:21:40,327 - mmaction - INFO - Epoch [2][80/1743] lr: 1.000e-02, eta: 1 day, 18:59:53, time: 0.886, data_time: 0.006, memory: 3025, loss_cls: 3.6727, loss: 3.6727, grad_norm: 2.1089 2020-10-14 16:21:56,846 - mmaction - INFO - Epoch [2][100/1743] lr: 1.000e-02, eta: 1 day, 18:57:21, time: 0.826, data_time: 0.006, memory: 3025, loss_cls: 3.6354, loss: 3.6354, grad_norm: 2.1266 2020-10-14 16:22:14,551 - mmaction - INFO - Epoch [2][120/1743] lr: 1.000e-02, eta: 1 day, 18:56:40, time: 0.884, data_time: 0.005, memory: 3025, loss_cls: 3.6191, loss: 3.6191, grad_norm: 2.1349 2020-10-14 16:22:31,260 - mmaction - INFO - Epoch [2][140/1743] lr: 1.000e-02, eta: 1 day, 18:54:28, time: 0.834, data_time: 0.008, memory: 3025, loss_cls: 3.6630, loss: 3.6630, grad_norm: 2.1324 2020-10-14 16:22:48,293 - mmaction - INFO - Epoch [2][160/1743] lr: 1.000e-02, eta: 1 day, 18:53:00, time: 0.857, data_time: 0.007, memory: 3025, loss_cls: 3.6211, loss: 3.6211, grad_norm: 2.1660 2020-10-14 16:23:06,280 - mmaction - INFO - Epoch [2][180/1743] lr: 1.000e-02, eta: 1 day, 18:52:48, time: 0.899, data_time: 0.002, memory: 3025, loss_cls: 3.6515, loss: 3.6515, grad_norm: 2.1965 2020-10-14 16:23:23,225 - mmaction - INFO - Epoch [2][200/1743] lr: 1.000e-02, eta: 1 day, 18:51:04, time: 0.847, data_time: 0.002, memory: 3025, loss_cls: 3.6445, loss: 3.6445, grad_norm: 2.2016 2020-10-14 16:23:40,250 - mmaction - INFO - Epoch [2][220/1743] lr: 1.000e-02, eta: 1 day, 18:49:26, time: 0.850, data_time: 0.004, memory: 3025, loss_cls: 3.6327, loss: 3.6327, grad_norm: 2.1844 2020-10-14 16:23:58,319 - mmaction - INFO - Epoch [2][240/1743] lr: 1.000e-02, eta: 1 day, 18:49:26, time: 0.905, data_time: 0.004, memory: 3025, loss_cls: 3.6266, loss: 3.6266, grad_norm: 2.2044 2020-10-14 16:24:15,720 - mmaction - INFO - Epoch [2][260/1743] lr: 1.000e-02, eta: 1 day, 18:48:25, time: 0.870, data_time: 0.002, memory: 3025, loss_cls: 3.6059, loss: 3.6059, grad_norm: 2.1768 2020-10-14 16:24:33,581 - mmaction - INFO - Epoch [2][280/1743] lr: 1.000e-02, eta: 1 day, 18:48:02, time: 0.891, data_time: 0.002, memory: 3025, loss_cls: 3.5599, loss: 3.5599, grad_norm: 2.1329 2020-10-14 16:24:50,913 - mmaction - INFO - Epoch [2][300/1743] lr: 1.000e-02, eta: 1 day, 18:46:59, time: 0.867, data_time: 0.006, memory: 3025, loss_cls: 3.5988, loss: 3.5988, grad_norm: 2.1882 2020-10-14 16:25:08,762 - mmaction - INFO - Epoch [2][320/1743] lr: 1.000e-02, eta: 1 day, 18:46:37, time: 0.892, data_time: 0.004, memory: 3025, loss_cls: 3.6578, loss: 3.6578, grad_norm: 2.2556 2020-10-14 16:25:25,815 - mmaction - INFO - Epoch [2][340/1743] lr: 1.000e-02, eta: 1 day, 18:45:11, time: 0.853, data_time: 0.004, memory: 3025, loss_cls: 3.5972, loss: 3.5972, grad_norm: 2.1693 2020-10-14 16:25:44,220 - mmaction - INFO - Epoch [2][360/1743] lr: 1.000e-02, eta: 1 day, 18:45:29, time: 0.916, data_time: 0.004, memory: 3025, loss_cls: 3.6096, loss: 3.6096, grad_norm: 2.2266 2020-10-14 16:26:00,927 - mmaction - INFO - Epoch [2][380/1743] lr: 1.000e-02, eta: 1 day, 18:43:45, time: 0.841, data_time: 0.010, memory: 3025, loss_cls: 3.6049, loss: 3.6049, grad_norm: 2.2385 2020-10-14 16:26:17,653 - mmaction - INFO - Epoch [2][400/1743] lr: 1.000e-02, eta: 1 day, 18:41:48, time: 0.832, data_time: 0.002, memory: 3025, loss_cls: 3.5430, loss: 3.5430, grad_norm: 2.2106 2020-10-14 16:26:34,277 - mmaction - INFO - Epoch [2][420/1743] lr: 1.000e-02, eta: 1 day, 18:40:00, time: 0.836, data_time: 0.009, memory: 3025, loss_cls: 3.5737, loss: 3.5737, grad_norm: 2.1763 2020-10-14 16:26:51,490 - mmaction - INFO - Epoch [2][440/1743] lr: 1.000e-02, eta: 1 day, 18:38:49, time: 0.858, data_time: 0.007, memory: 3025, loss_cls: 3.5493, loss: 3.5493, grad_norm: 2.2421 2020-10-14 16:27:07,982 - mmaction - INFO - Epoch [2][460/1743] lr: 1.000e-02, eta: 1 day, 18:36:44, time: 0.824, data_time: 0.006, memory: 3025, loss_cls: 3.5804, loss: 3.5804, grad_norm: 2.2156 2020-10-14 16:27:24,697 - mmaction - INFO - Epoch [2][480/1743] lr: 1.000e-02, eta: 1 day, 18:35:03, time: 0.838, data_time: 0.011, memory: 3025, loss_cls: 3.5761, loss: 3.5761, grad_norm: 2.2208 2020-10-14 16:27:42,635 - mmaction - INFO - Epoch [2][500/1743] lr: 1.000e-02, eta: 1 day, 18:34:58, time: 0.899, data_time: 0.003, memory: 3025, loss_cls: 3.5593, loss: 3.5593, grad_norm: 2.2101 2020-10-14 16:28:00,939 - mmaction - INFO - Epoch [2][520/1743] lr: 1.000e-02, eta: 1 day, 18:35:11, time: 0.911, data_time: 0.005, memory: 3025, loss_cls: 3.5472, loss: 3.5472, grad_norm: 2.2148 2020-10-14 16:28:17,859 - mmaction - INFO - Epoch [2][540/1743] lr: 1.000e-02, eta: 1 day, 18:33:51, time: 0.850, data_time: 0.008, memory: 3025, loss_cls: 3.5498, loss: 3.5498, grad_norm: 2.2419 2020-10-14 16:28:35,294 - mmaction - INFO - Epoch [2][560/1743] lr: 1.000e-02, eta: 1 day, 18:33:01, time: 0.869, data_time: 0.003, memory: 3025, loss_cls: 3.5673, loss: 3.5673, grad_norm: 2.2934 2020-10-14 16:28:52,086 - mmaction - INFO - Epoch [2][580/1743] lr: 1.000e-02, eta: 1 day, 18:31:29, time: 0.841, data_time: 0.005, memory: 3025, loss_cls: 3.5609, loss: 3.5609, grad_norm: 2.2576 2020-10-14 16:29:09,470 - mmaction - INFO - Epoch [2][600/1743] lr: 1.000e-02, eta: 1 day, 18:30:40, time: 0.869, data_time: 0.003, memory: 3025, loss_cls: 3.5657, loss: 3.5657, grad_norm: 2.2711 2020-10-14 16:29:25,605 - mmaction - INFO - Epoch [2][620/1743] lr: 1.000e-02, eta: 1 day, 18:28:20, time: 0.806, data_time: 0.003, memory: 3025, loss_cls: 3.5342, loss: 3.5342, grad_norm: 2.1962 2020-10-14 16:29:43,371 - mmaction - INFO - Epoch [2][640/1743] lr: 1.000e-02, eta: 1 day, 18:28:00, time: 0.888, data_time: 0.004, memory: 3025, loss_cls: 3.4932, loss: 3.4932, grad_norm: 2.2133 2020-10-14 16:30:00,754 - mmaction - INFO - Epoch [2][660/1743] lr: 1.000e-02, eta: 1 day, 18:27:13, time: 0.869, data_time: 0.004, memory: 3025, loss_cls: 3.5057, loss: 3.5057, grad_norm: 2.2619 2020-10-14 16:30:19,441 - mmaction - INFO - Epoch [2][680/1743] lr: 1.000e-02, eta: 1 day, 18:28:03, time: 0.937, data_time: 0.004, memory: 3025, loss_cls: 3.5126, loss: 3.5126, grad_norm: 2.2319 2020-10-14 16:30:38,422 - mmaction - INFO - Epoch [2][700/1743] lr: 1.000e-02, eta: 1 day, 18:29:03, time: 0.945, data_time: 0.001, memory: 3025, loss_cls: 3.5327, loss: 3.5327, grad_norm: 2.2883 2020-10-14 16:30:55,583 - mmaction - INFO - Epoch [2][720/1743] lr: 1.000e-02, eta: 1 day, 18:28:04, time: 0.861, data_time: 0.007, memory: 3025, loss_cls: 3.4744, loss: 3.4744, grad_norm: 2.2873 2020-10-14 16:31:13,163 - mmaction - INFO - Epoch [2][740/1743] lr: 1.000e-02, eta: 1 day, 18:27:23, time: 0.873, data_time: 0.010, memory: 3025, loss_cls: 3.5172, loss: 3.5172, grad_norm: 2.2587 2020-10-14 16:31:31,785 - mmaction - INFO - Epoch [2][760/1743] lr: 1.000e-02, eta: 1 day, 18:28:00, time: 0.929, data_time: 0.011, memory: 3025, loss_cls: 3.4974, loss: 3.4974, grad_norm: 2.2704 2020-10-14 16:31:48,284 - mmaction - INFO - Epoch [2][780/1743] lr: 1.000e-02, eta: 1 day, 18:26:28, time: 0.835, data_time: 0.011, memory: 3025, loss_cls: 3.4597, loss: 3.4597, grad_norm: 2.3031 2020-10-14 16:32:05,961 - mmaction - INFO - Epoch [2][800/1743] lr: 1.000e-02, eta: 1 day, 18:25:55, time: 0.879, data_time: 0.005, memory: 3025, loss_cls: 3.4894, loss: 3.4894, grad_norm: 2.2883 2020-10-14 16:32:23,652 - mmaction - INFO - Epoch [2][820/1743] lr: 1.000e-02, eta: 1 day, 18:25:34, time: 0.886, data_time: 0.006, memory: 3025, loss_cls: 3.4815, loss: 3.4815, grad_norm: 2.2881 2020-10-14 16:32:40,547 - mmaction - INFO - Epoch [2][840/1743] lr: 1.000e-02, eta: 1 day, 18:24:11, time: 0.840, data_time: 0.005, memory: 3025, loss_cls: 3.4809, loss: 3.4809, grad_norm: 2.2879 2020-10-14 16:32:56,965 - mmaction - INFO - Epoch [2][860/1743] lr: 1.000e-02, eta: 1 day, 18:22:32, time: 0.828, data_time: 0.010, memory: 3025, loss_cls: 3.4577, loss: 3.4577, grad_norm: 2.2643 2020-10-14 16:33:13,740 - mmaction - INFO - Epoch [2][880/1743] lr: 1.000e-02, eta: 1 day, 18:21:05, time: 0.836, data_time: 0.039, memory: 3025, loss_cls: 3.4769, loss: 3.4769, grad_norm: 2.2515 2020-10-14 16:33:31,299 - mmaction - INFO - Epoch [2][900/1743] lr: 1.000e-02, eta: 1 day, 18:20:31, time: 0.876, data_time: 0.091, memory: 3025, loss_cls: 3.4632, loss: 3.4632, grad_norm: 2.2362 2020-10-14 16:33:48,656 - mmaction - INFO - Epoch [2][920/1743] lr: 1.000e-02, eta: 1 day, 18:19:55, time: 0.874, data_time: 0.027, memory: 3025, loss_cls: 3.4415, loss: 3.4415, grad_norm: 2.2611 2020-10-14 16:34:06,534 - mmaction - INFO - Epoch [2][940/1743] lr: 1.000e-02, eta: 1 day, 18:19:44, time: 0.893, data_time: 0.002, memory: 3025, loss_cls: 3.4342, loss: 3.4342, grad_norm: 2.2714 2020-10-14 16:34:24,817 - mmaction - INFO - Epoch [2][960/1743] lr: 1.000e-02, eta: 1 day, 18:20:00, time: 0.915, data_time: 0.003, memory: 3025, loss_cls: 3.4469, loss: 3.4469, grad_norm: 2.2828 2020-10-14 16:34:41,943 - mmaction - INFO - Epoch [2][980/1743] lr: 1.000e-02, eta: 1 day, 18:19:00, time: 0.854, data_time: 0.003, memory: 3025, loss_cls: 3.4905, loss: 3.4905, grad_norm: 2.2857 2020-10-14 16:34:59,515 - mmaction - INFO - Epoch [2][1000/1743] lr: 1.000e-02, eta: 1 day, 18:18:19, time: 0.870, data_time: 0.004, memory: 3025, loss_cls: 3.4642, loss: 3.4642, grad_norm: 2.2962 2020-10-14 16:35:16,530 - mmaction - INFO - Epoch [2][1020/1743] lr: 1.000e-02, eta: 1 day, 18:17:23, time: 0.857, data_time: 0.014, memory: 3025, loss_cls: 3.4278, loss: 3.4278, grad_norm: 2.2501 2020-10-14 16:35:33,245 - mmaction - INFO - Epoch [2][1040/1743] lr: 1.000e-02, eta: 1 day, 18:16:07, time: 0.840, data_time: 0.008, memory: 3025, loss_cls: 3.4582, loss: 3.4582, grad_norm: 2.3062 2020-10-14 16:35:49,921 - mmaction - INFO - Epoch [2][1060/1743] lr: 1.000e-02, eta: 1 day, 18:14:43, time: 0.833, data_time: 0.002, memory: 3025, loss_cls: 3.4472, loss: 3.4472, grad_norm: 2.2965 2020-10-14 16:36:06,963 - mmaction - INFO - Epoch [2][1080/1743] lr: 1.000e-02, eta: 1 day, 18:13:40, time: 0.849, data_time: 0.004, memory: 3025, loss_cls: 3.4725, loss: 3.4725, grad_norm: 2.3924 2020-10-14 16:36:24,662 - mmaction - INFO - Epoch [2][1100/1743] lr: 1.000e-02, eta: 1 day, 18:13:21, time: 0.886, data_time: 0.007, memory: 3025, loss_cls: 3.4151, loss: 3.4151, grad_norm: 2.2782 2020-10-14 16:36:41,961 - mmaction - INFO - Epoch [2][1120/1743] lr: 1.000e-02, eta: 1 day, 18:12:41, time: 0.868, data_time: 0.005, memory: 3025, loss_cls: 3.4785, loss: 3.4785, grad_norm: 2.3398 2020-10-14 16:36:58,582 - mmaction - INFO - Epoch [2][1140/1743] lr: 1.000e-02, eta: 1 day, 18:11:16, time: 0.830, data_time: 0.002, memory: 3025, loss_cls: 3.3945, loss: 3.3945, grad_norm: 2.2493 2020-10-14 16:37:16,295 - mmaction - INFO - Epoch [2][1160/1743] lr: 1.000e-02, eta: 1 day, 18:10:54, time: 0.882, data_time: 0.003, memory: 3025, loss_cls: 3.4427, loss: 3.4427, grad_norm: 2.2967 2020-10-14 16:37:33,810 - mmaction - INFO - Epoch [2][1180/1743] lr: 1.000e-02, eta: 1 day, 18:10:25, time: 0.876, data_time: 0.006, memory: 3025, loss_cls: 3.4179, loss: 3.4179, grad_norm: 2.2874 2020-10-14 16:37:50,460 - mmaction - INFO - Epoch [2][1200/1743] lr: 1.000e-02, eta: 1 day, 18:09:07, time: 0.834, data_time: 0.005, memory: 3025, loss_cls: 3.4368, loss: 3.4368, grad_norm: 2.3320 2020-10-14 16:38:08,100 - mmaction - INFO - Epoch [2][1220/1743] lr: 1.000e-02, eta: 1 day, 18:08:46, time: 0.883, data_time: 0.005, memory: 3025, loss_cls: 3.4147, loss: 3.4147, grad_norm: 2.3169 2020-10-14 16:38:25,476 - mmaction - INFO - Epoch [2][1240/1743] lr: 1.000e-02, eta: 1 day, 18:08:07, time: 0.866, data_time: 0.002, memory: 3025, loss_cls: 3.3787, loss: 3.3787, grad_norm: 2.2481 2020-10-14 16:38:43,045 - mmaction - INFO - Epoch [2][1260/1743] lr: 1.000e-02, eta: 1 day, 18:07:42, time: 0.879, data_time: 0.006, memory: 3025, loss_cls: 3.3806, loss: 3.3806, grad_norm: 2.2911 2020-10-14 16:39:00,738 - mmaction - INFO - Epoch [2][1280/1743] lr: 1.000e-02, eta: 1 day, 18:07:22, time: 0.884, data_time: 0.003, memory: 3025, loss_cls: 3.3926, loss: 3.3926, grad_norm: 2.2799 2020-10-14 16:39:18,535 - mmaction - INFO - Epoch [2][1300/1743] lr: 1.000e-02, eta: 1 day, 18:07:12, time: 0.892, data_time: 0.005, memory: 3025, loss_cls: 3.4251, loss: 3.4251, grad_norm: 2.3027 2020-10-14 16:39:36,154 - mmaction - INFO - Epoch [2][1320/1743] lr: 1.000e-02, eta: 1 day, 18:06:48, time: 0.880, data_time: 0.002, memory: 3025, loss_cls: 3.3972, loss: 3.3972, grad_norm: 2.3412 2020-10-14 16:39:54,081 - mmaction - INFO - Epoch [2][1340/1743] lr: 1.000e-02, eta: 1 day, 18:06:43, time: 0.897, data_time: 0.003, memory: 3025, loss_cls: 3.4187, loss: 3.4187, grad_norm: 2.3121 2020-10-14 16:40:12,188 - mmaction - INFO - Epoch [2][1360/1743] lr: 1.000e-02, eta: 1 day, 18:06:42, time: 0.901, data_time: 0.002, memory: 3025, loss_cls: 3.4068, loss: 3.4068, grad_norm: 2.3457 2020-10-14 16:40:28,800 - mmaction - INFO - Epoch [2][1380/1743] lr: 1.000e-02, eta: 1 day, 18:05:28, time: 0.834, data_time: 0.008, memory: 3025, loss_cls: 3.3668, loss: 3.3668, grad_norm: 2.2504 2020-10-14 16:40:46,059 - mmaction - INFO - Epoch [2][1400/1743] lr: 1.000e-02, eta: 1 day, 18:04:43, time: 0.861, data_time: 0.006, memory: 3025, loss_cls: 3.3248, loss: 3.3248, grad_norm: 2.2593 2020-10-14 16:41:03,683 - mmaction - INFO - Epoch [2][1420/1743] lr: 1.000e-02, eta: 1 day, 18:04:20, time: 0.880, data_time: 0.005, memory: 3025, loss_cls: 3.3515, loss: 3.3515, grad_norm: 2.2970 2020-10-14 16:41:20,713 - mmaction - INFO - Epoch [2][1440/1743] lr: 1.000e-02, eta: 1 day, 18:03:30, time: 0.855, data_time: 0.008, memory: 3025, loss_cls: 3.3831, loss: 3.3831, grad_norm: 2.2793 2020-10-14 16:41:38,340 - mmaction - INFO - Epoch [2][1460/1743] lr: 1.000e-02, eta: 1 day, 18:03:08, time: 0.881, data_time: 0.004, memory: 3025, loss_cls: 3.3932, loss: 3.3932, grad_norm: 2.3108 2020-10-14 16:41:56,358 - mmaction - INFO - Epoch [2][1480/1743] lr: 1.000e-02, eta: 1 day, 18:03:10, time: 0.904, data_time: 0.004, memory: 3025, loss_cls: 3.3536, loss: 3.3536, grad_norm: 2.2870 2020-10-14 16:42:13,602 - mmaction - INFO - Epoch [2][1500/1743] lr: 1.000e-02, eta: 1 day, 18:02:24, time: 0.857, data_time: 0.003, memory: 3025, loss_cls: 3.3498, loss: 3.3498, grad_norm: 2.3255 2020-10-14 16:42:30,966 - mmaction - INFO - Epoch [2][1520/1743] lr: 1.000e-02, eta: 1 day, 18:01:52, time: 0.871, data_time: 0.006, memory: 3025, loss_cls: 3.3728, loss: 3.3728, grad_norm: 2.3274 2020-10-14 16:42:48,164 - mmaction - INFO - Epoch [2][1540/1743] lr: 1.000e-02, eta: 1 day, 18:01:10, time: 0.861, data_time: 0.003, memory: 3025, loss_cls: 3.3779, loss: 3.3779, grad_norm: 2.3624 2020-10-14 16:43:05,997 - mmaction - INFO - Epoch [2][1560/1743] lr: 1.000e-02, eta: 1 day, 18:00:59, time: 0.891, data_time: 0.002, memory: 3025, loss_cls: 3.3505, loss: 3.3505, grad_norm: 2.2914 2020-10-14 16:43:23,171 - mmaction - INFO - Epoch [2][1580/1743] lr: 1.000e-02, eta: 1 day, 18:00:09, time: 0.853, data_time: 0.002, memory: 3025, loss_cls: 3.3502, loss: 3.3502, grad_norm: 2.3209 2020-10-14 16:43:40,427 - mmaction - INFO - Epoch [2][1600/1743] lr: 1.000e-02, eta: 1 day, 17:59:33, time: 0.866, data_time: 0.008, memory: 3025, loss_cls: 3.3378, loss: 3.3378, grad_norm: 2.3139 2020-10-14 16:43:57,333 - mmaction - INFO - Epoch [2][1620/1743] lr: 1.000e-02, eta: 1 day, 17:58:32, time: 0.842, data_time: 0.005, memory: 3025, loss_cls: 3.3300, loss: 3.3300, grad_norm: 2.2902 2020-10-14 16:44:14,127 - mmaction - INFO - Epoch [2][1640/1743] lr: 1.000e-02, eta: 1 day, 17:57:34, time: 0.844, data_time: 0.009, memory: 3025, loss_cls: 3.3224, loss: 3.3224, grad_norm: 2.2648 2020-10-14 16:44:32,073 - mmaction - INFO - Epoch [2][1660/1743] lr: 1.000e-02, eta: 1 day, 17:57:29, time: 0.897, data_time: 0.004, memory: 3025, loss_cls: 3.3369, loss: 3.3369, grad_norm: 2.2522 2020-10-14 16:44:49,126 - mmaction - INFO - Epoch [2][1680/1743] lr: 1.000e-02, eta: 1 day, 17:56:40, time: 0.852, data_time: 0.011, memory: 3025, loss_cls: 3.3610, loss: 3.3610, grad_norm: 2.2948 2020-10-14 16:45:06,052 - mmaction - INFO - Epoch [2][1700/1743] lr: 1.000e-02, eta: 1 day, 17:55:47, time: 0.848, data_time: 0.004, memory: 3025, loss_cls: 3.3070, loss: 3.3070, grad_norm: 2.3488 2020-10-14 16:45:23,891 - mmaction - INFO - Epoch [2][1720/1743] lr: 1.000e-02, eta: 1 day, 17:55:32, time: 0.887, data_time: 0.004, memory: 3025, loss_cls: 3.3379, loss: 3.3379, grad_norm: 2.2913 2020-10-14 16:45:40,382 - mmaction - INFO - Epoch [2][1740/1743] lr: 1.000e-02, eta: 1 day, 17:54:22, time: 0.830, data_time: 0.010, memory: 3025, loss_cls: 3.2902, loss: 3.2902, grad_norm: 2.3006 2020-10-14 16:46:14,548 - mmaction - INFO - Epoch [3][20/1743] lr: 1.000e-02, eta: 1 day, 18:02:44, time: 1.552, data_time: 0.643, memory: 3025, loss_cls: 3.3458, loss: 3.3458, grad_norm: 2.3012 2020-10-14 16:46:33,335 - mmaction - INFO - Epoch [3][40/1743] lr: 1.000e-02, eta: 1 day, 18:03:22, time: 0.943, data_time: 0.006, memory: 3025, loss_cls: 3.2979, loss: 3.2979, grad_norm: 2.3019 2020-10-14 16:46:50,675 - mmaction - INFO - Epoch [3][60/1743] lr: 1.000e-02, eta: 1 day, 18:02:43, time: 0.865, data_time: 0.004, memory: 3025, loss_cls: 3.3310, loss: 3.3310, grad_norm: 2.3378 2020-10-14 16:47:07,541 - mmaction - INFO - Epoch [3][80/1743] lr: 1.000e-02, eta: 1 day, 18:01:45, time: 0.845, data_time: 0.004, memory: 3025, loss_cls: 3.3265, loss: 3.3265, grad_norm: 2.3309 2020-10-14 16:47:25,285 - mmaction - INFO - Epoch [3][100/1743] lr: 1.000e-02, eta: 1 day, 18:01:29, time: 0.888, data_time: 0.003, memory: 3025, loss_cls: 3.2774, loss: 3.2774, grad_norm: 2.2915 2020-10-14 16:47:41,963 - mmaction - INFO - Epoch [3][120/1743] lr: 1.000e-02, eta: 1 day, 18:00:22, time: 0.833, data_time: 0.003, memory: 3025, loss_cls: 3.3109, loss: 3.3109, grad_norm: 2.2933 2020-10-14 16:48:00,019 - mmaction - INFO - Epoch [3][140/1743] lr: 1.000e-02, eta: 1 day, 18:00:18, time: 0.901, data_time: 0.003, memory: 3025, loss_cls: 3.3369, loss: 3.3369, grad_norm: 2.3676 2020-10-14 16:48:17,241 - mmaction - INFO - Epoch [3][160/1743] lr: 1.000e-02, eta: 1 day, 17:59:40, time: 0.864, data_time: 0.004, memory: 3025, loss_cls: 3.2883, loss: 3.2883, grad_norm: 2.3209 2020-10-14 16:48:34,805 - mmaction - INFO - Epoch [3][180/1743] lr: 1.000e-02, eta: 1 day, 17:59:07, time: 0.870, data_time: 0.001, memory: 3025, loss_cls: 3.3241, loss: 3.3241, grad_norm: 2.3375 2020-10-14 16:48:51,633 - mmaction - INFO - Epoch [3][200/1743] lr: 1.000e-02, eta: 1 day, 17:58:16, time: 0.849, data_time: 0.012, memory: 3025, loss_cls: 3.3118, loss: 3.3118, grad_norm: 2.2852 2020-10-14 16:49:08,605 - mmaction - INFO - Epoch [3][220/1743] lr: 1.000e-02, eta: 1 day, 17:57:22, time: 0.846, data_time: 0.004, memory: 3025, loss_cls: 3.2981, loss: 3.2981, grad_norm: 2.3279 2020-10-14 16:49:26,358 - mmaction - INFO - Epoch [3][240/1743] lr: 1.000e-02, eta: 1 day, 17:57:08, time: 0.890, data_time: 0.005, memory: 3025, loss_cls: 3.3280, loss: 3.3280, grad_norm: 2.3599 2020-10-14 16:49:43,813 - mmaction - INFO - Epoch [3][260/1743] lr: 1.000e-02, eta: 1 day, 17:56:38, time: 0.871, data_time: 0.003, memory: 3025, loss_cls: 3.3355, loss: 3.3355, grad_norm: 2.3745 2020-10-14 16:50:01,857 - mmaction - INFO - Epoch [3][280/1743] lr: 1.000e-02, eta: 1 day, 17:56:33, time: 0.900, data_time: 0.005, memory: 3025, loss_cls: 3.2901, loss: 3.2901, grad_norm: 2.3373 2020-10-14 16:50:18,742 - mmaction - INFO - Epoch [3][300/1743] lr: 1.000e-02, eta: 1 day, 17:55:41, time: 0.847, data_time: 0.005, memory: 3025, loss_cls: 3.3101, loss: 3.3101, grad_norm: 2.3461 2020-10-14 16:50:35,882 - mmaction - INFO - Epoch [3][320/1743] lr: 1.000e-02, eta: 1 day, 17:54:56, time: 0.854, data_time: 0.003, memory: 3025, loss_cls: 3.2938, loss: 3.2938, grad_norm: 2.3278 2020-10-14 16:50:53,352 - mmaction - INFO - Epoch [3][340/1743] lr: 1.000e-02, eta: 1 day, 17:54:26, time: 0.872, data_time: 0.005, memory: 3025, loss_cls: 3.2625, loss: 3.2625, grad_norm: 2.2886 2020-10-14 16:51:10,475 - mmaction - INFO - Epoch [3][360/1743] lr: 1.000e-02, eta: 1 day, 17:53:46, time: 0.860, data_time: 0.010, memory: 3025, loss_cls: 3.2570, loss: 3.2570, grad_norm: 2.3301 2020-10-14 16:51:27,206 - mmaction - INFO - Epoch [3][380/1743] lr: 1.000e-02, eta: 1 day, 17:52:46, time: 0.836, data_time: 0.004, memory: 3025, loss_cls: 3.2665, loss: 3.2665, grad_norm: 2.3411 2020-10-14 16:51:44,568 - mmaction - INFO - Epoch [3][400/1743] lr: 1.000e-02, eta: 1 day, 17:52:14, time: 0.869, data_time: 0.005, memory: 3025, loss_cls: 3.2814, loss: 3.2814, grad_norm: 2.3556 2020-10-14 16:52:02,260 - mmaction - INFO - Epoch [3][420/1743] lr: 1.000e-02, eta: 1 day, 17:51:52, time: 0.879, data_time: 0.005, memory: 3025, loss_cls: 3.3047, loss: 3.3047, grad_norm: 2.3704 2020-10-14 16:52:19,924 - mmaction - INFO - Epoch [3][440/1743] lr: 1.000e-02, eta: 1 day, 17:51:37, time: 0.887, data_time: 0.008, memory: 3025, loss_cls: 3.3119, loss: 3.3119, grad_norm: 2.3615 2020-10-14 16:52:36,713 - mmaction - INFO - Epoch [3][460/1743] lr: 1.000e-02, eta: 1 day, 17:50:42, time: 0.841, data_time: 0.005, memory: 3025, loss_cls: 3.2678, loss: 3.2678, grad_norm: 2.3353 2020-10-14 16:52:54,571 - mmaction - INFO - Epoch [3][480/1743] lr: 1.000e-02, eta: 1 day, 17:50:24, time: 0.884, data_time: 0.002, memory: 3025, loss_cls: 3.2834, loss: 3.2834, grad_norm: 2.3277 2020-10-14 16:53:12,435 - mmaction - INFO - Epoch [3][500/1743] lr: 1.000e-02, eta: 1 day, 17:50:15, time: 0.895, data_time: 0.011, memory: 3025, loss_cls: 3.2894, loss: 3.2894, grad_norm: 2.3478 2020-10-14 16:53:30,607 - mmaction - INFO - Epoch [3][520/1743] lr: 1.000e-02, eta: 1 day, 17:50:21, time: 0.911, data_time: 0.009, memory: 3025, loss_cls: 3.2597, loss: 3.2597, grad_norm: 2.3292 2020-10-14 16:53:47,496 - mmaction - INFO - Epoch [3][540/1743] lr: 1.000e-02, eta: 1 day, 17:49:30, time: 0.845, data_time: 0.008, memory: 3025, loss_cls: 3.2835, loss: 3.2835, grad_norm: 2.3632 2020-10-14 16:54:05,437 - mmaction - INFO - Epoch [3][560/1743] lr: 1.000e-02, eta: 1 day, 17:49:24, time: 0.898, data_time: 0.006, memory: 3025, loss_cls: 3.2585, loss: 3.2585, grad_norm: 2.3658 2020-10-14 16:54:23,204 - mmaction - INFO - Epoch [3][580/1743] lr: 1.000e-02, eta: 1 day, 17:49:07, time: 0.886, data_time: 0.004, memory: 3025, loss_cls: 3.2611, loss: 3.2611, grad_norm: 2.3367 2020-10-14 16:54:40,778 - mmaction - INFO - Epoch [3][600/1743] lr: 1.000e-02, eta: 1 day, 17:48:50, time: 0.885, data_time: 0.009, memory: 3025, loss_cls: 3.2439, loss: 3.2439, grad_norm: 2.3389 2020-10-14 16:54:58,118 - mmaction - INFO - Epoch [3][620/1743] lr: 1.000e-02, eta: 1 day, 17:48:14, time: 0.863, data_time: 0.001, memory: 3025, loss_cls: 3.2751, loss: 3.2751, grad_norm: 2.3729 2020-10-14 16:55:15,994 - mmaction - INFO - Epoch [3][640/1743] lr: 1.000e-02, eta: 1 day, 17:48:07, time: 0.896, data_time: 0.005, memory: 3025, loss_cls: 3.2619, loss: 3.2619, grad_norm: 2.3601 2020-10-14 16:55:33,064 - mmaction - INFO - Epoch [3][660/1743] lr: 1.000e-02, eta: 1 day, 17:47:24, time: 0.854, data_time: 0.002, memory: 3025, loss_cls: 3.2461, loss: 3.2461, grad_norm: 2.3226 2020-10-14 16:55:50,658 - mmaction - INFO - Epoch [3][680/1743] lr: 1.000e-02, eta: 1 day, 17:47:01, time: 0.877, data_time: 0.002, memory: 3025, loss_cls: 3.2319, loss: 3.2319, grad_norm: 2.3678 2020-10-14 16:56:08,654 - mmaction - INFO - Epoch [3][700/1743] lr: 1.000e-02, eta: 1 day, 17:46:57, time: 0.901, data_time: 0.005, memory: 3025, loss_cls: 3.2474, loss: 3.2474, grad_norm: 2.3571 2020-10-14 16:56:25,792 - mmaction - INFO - Epoch [3][720/1743] lr: 1.000e-02, eta: 1 day, 17:46:11, time: 0.849, data_time: 0.018, memory: 3025, loss_cls: 3.2199, loss: 3.2199, grad_norm: 2.3310 2020-10-14 16:56:43,828 - mmaction - INFO - Epoch [3][740/1743] lr: 1.000e-02, eta: 1 day, 17:46:11, time: 0.906, data_time: 0.076, memory: 3025, loss_cls: 3.2297, loss: 3.2297, grad_norm: 2.3589 2020-10-14 16:57:02,051 - mmaction - INFO - Epoch [3][760/1743] lr: 1.000e-02, eta: 1 day, 17:46:17, time: 0.914, data_time: 0.007, memory: 3025, loss_cls: 3.2583, loss: 3.2583, grad_norm: 2.3535 2020-10-14 16:57:20,120 - mmaction - INFO - Epoch [3][780/1743] lr: 1.000e-02, eta: 1 day, 17:46:13, time: 0.901, data_time: 0.004, memory: 3025, loss_cls: 3.2968, loss: 3.2968, grad_norm: 2.4085 2020-10-14 16:57:38,083 - mmaction - INFO - Epoch [3][800/1743] lr: 1.000e-02, eta: 1 day, 17:46:03, time: 0.894, data_time: 0.007, memory: 3025, loss_cls: 3.2377, loss: 3.2377, grad_norm: 2.3340 2020-10-14 16:57:56,451 - mmaction - INFO - Epoch [3][820/1743] lr: 1.000e-02, eta: 1 day, 17:46:16, time: 0.924, data_time: 0.010, memory: 3025, loss_cls: 3.2383, loss: 3.2383, grad_norm: 2.3399 2020-10-14 16:58:14,126 - mmaction - INFO - Epoch [3][840/1743] lr: 1.000e-02, eta: 1 day, 17:45:59, time: 0.885, data_time: 0.006, memory: 3025, loss_cls: 3.2530, loss: 3.2530, grad_norm: 2.3563 2020-10-14 16:58:30,743 - mmaction - INFO - Epoch [3][860/1743] lr: 1.000e-02, eta: 1 day, 17:44:59, time: 0.831, data_time: 0.003, memory: 3025, loss_cls: 3.2434, loss: 3.2434, grad_norm: 2.4177 2020-10-14 16:58:47,727 - mmaction - INFO - Epoch [3][880/1743] lr: 1.000e-02, eta: 1 day, 17:44:15, time: 0.851, data_time: 0.005, memory: 3025, loss_cls: 3.2420, loss: 3.2420, grad_norm: 2.4393 2020-10-14 16:59:06,481 - mmaction - INFO - Epoch [3][900/1743] lr: 1.000e-02, eta: 1 day, 17:44:36, time: 0.934, data_time: 0.005, memory: 3025, loss_cls: 3.2499, loss: 3.2499, grad_norm: 2.3557 2020-10-14 16:59:24,759 - mmaction - INFO - Epoch [3][920/1743] lr: 1.000e-02, eta: 1 day, 17:44:44, time: 0.919, data_time: 0.009, memory: 3025, loss_cls: 3.2094, loss: 3.2094, grad_norm: 2.3733 2020-10-14 16:59:41,752 - mmaction - INFO - Epoch [3][940/1743] lr: 1.000e-02, eta: 1 day, 17:43:55, time: 0.843, data_time: 0.002, memory: 3025, loss_cls: 3.2165, loss: 3.2165, grad_norm: 2.3540 2020-10-14 16:59:59,597 - mmaction - INFO - Epoch [3][960/1743] lr: 1.000e-02, eta: 1 day, 17:43:45, time: 0.895, data_time: 0.009, memory: 3025, loss_cls: 3.2298, loss: 3.2298, grad_norm: 2.3695 2020-10-14 17:00:17,415 - mmaction - INFO - Epoch [3][980/1743] lr: 1.000e-02, eta: 1 day, 17:43:32, time: 0.891, data_time: 0.008, memory: 3025, loss_cls: 3.2355, loss: 3.2355, grad_norm: 2.3420 2020-10-14 17:00:36,202 - mmaction - INFO - Epoch [3][1000/1743] lr: 1.000e-02, eta: 1 day, 17:43:56, time: 0.940, data_time: 0.007, memory: 3025, loss_cls: 3.2194, loss: 3.2194, grad_norm: 2.3726 2020-10-14 17:00:53,425 - mmaction - INFO - Epoch [3][1020/1743] lr: 1.000e-02, eta: 1 day, 17:43:23, time: 0.863, data_time: 0.007, memory: 3025, loss_cls: 3.2526, loss: 3.2526, grad_norm: 2.3917 2020-10-14 17:01:11,298 - mmaction - INFO - Epoch [3][1040/1743] lr: 1.000e-02, eta: 1 day, 17:43:12, time: 0.894, data_time: 0.002, memory: 3025, loss_cls: 3.1916, loss: 3.1916, grad_norm: 2.3837 2020-10-14 17:01:30,031 - mmaction - INFO - Epoch [3][1060/1743] lr: 1.000e-02, eta: 1 day, 17:43:33, time: 0.936, data_time: 0.002, memory: 3025, loss_cls: 3.2293, loss: 3.2293, grad_norm: 2.3540 2020-10-14 17:01:47,402 - mmaction - INFO - Epoch [3][1080/1743] lr: 1.000e-02, eta: 1 day, 17:43:04, time: 0.870, data_time: 0.004, memory: 3025, loss_cls: 3.2422, loss: 3.2422, grad_norm: 2.3704 2020-10-14 17:02:05,257 - mmaction - INFO - Epoch [3][1100/1743] lr: 1.000e-02, eta: 1 day, 17:42:50, time: 0.889, data_time: 0.002, memory: 3025, loss_cls: 3.1882, loss: 3.1882, grad_norm: 2.3918 2020-10-14 17:02:23,036 - mmaction - INFO - Epoch [3][1120/1743] lr: 1.000e-02, eta: 1 day, 17:42:36, time: 0.891, data_time: 0.005, memory: 3025, loss_cls: 3.1823, loss: 3.1823, grad_norm: 2.3581 2020-10-14 17:02:41,196 - mmaction - INFO - Epoch [3][1140/1743] lr: 1.000e-02, eta: 1 day, 17:42:34, time: 0.906, data_time: 0.003, memory: 3025, loss_cls: 3.2254, loss: 3.2254, grad_norm: 2.3890 2020-10-14 17:02:59,573 - mmaction - INFO - Epoch [3][1160/1743] lr: 1.000e-02, eta: 1 day, 17:42:39, time: 0.917, data_time: 0.009, memory: 3025, loss_cls: 3.1770, loss: 3.1770, grad_norm: 2.3274 2020-10-14 17:03:17,079 - mmaction - INFO - Epoch [3][1180/1743] lr: 1.000e-02, eta: 1 day, 17:42:15, time: 0.877, data_time: 0.010, memory: 3025, loss_cls: 3.1951, loss: 3.1951, grad_norm: 2.3722 2020-10-14 17:03:35,119 - mmaction - INFO - Epoch [3][1200/1743] lr: 1.000e-02, eta: 1 day, 17:42:12, time: 0.905, data_time: 0.007, memory: 3025, loss_cls: 3.1893, loss: 3.1893, grad_norm: 2.3648 2020-10-14 17:03:52,393 - mmaction - INFO - Epoch [3][1220/1743] lr: 1.000e-02, eta: 1 day, 17:41:40, time: 0.865, data_time: 0.005, memory: 3025, loss_cls: 3.2442, loss: 3.2442, grad_norm: 2.4273 2020-10-14 17:04:10,045 - mmaction - INFO - Epoch [3][1240/1743] lr: 1.000e-02, eta: 1 day, 17:41:21, time: 0.883, data_time: 0.003, memory: 3025, loss_cls: 3.1871, loss: 3.1871, grad_norm: 2.3969 2020-10-14 17:04:27,632 - mmaction - INFO - Epoch [3][1260/1743] lr: 1.000e-02, eta: 1 day, 17:40:59, time: 0.879, data_time: 0.002, memory: 3025, loss_cls: 3.1669, loss: 3.1669, grad_norm: 2.3733 2020-10-14 17:04:45,163 - mmaction - INFO - Epoch [3][1280/1743] lr: 1.000e-02, eta: 1 day, 17:40:33, time: 0.873, data_time: 0.002, memory: 3025, loss_cls: 3.2091, loss: 3.2091, grad_norm: 2.4412 2020-10-14 17:05:02,252 - mmaction - INFO - Epoch [3][1300/1743] lr: 1.000e-02, eta: 1 day, 17:39:54, time: 0.855, data_time: 0.007, memory: 3025, loss_cls: 3.1680, loss: 3.1680, grad_norm: 2.4077 2020-10-14 17:05:19,528 - mmaction - INFO - Epoch [3][1320/1743] lr: 1.000e-02, eta: 1 day, 17:39:23, time: 0.865, data_time: 0.004, memory: 3025, loss_cls: 3.1993, loss: 3.1993, grad_norm: 2.3738 2020-10-14 17:05:36,005 - mmaction - INFO - Epoch [3][1340/1743] lr: 1.000e-02, eta: 1 day, 17:38:22, time: 0.824, data_time: 0.004, memory: 3025, loss_cls: 3.2320, loss: 3.2320, grad_norm: 2.4145 2020-10-14 17:05:52,583 - mmaction - INFO - Epoch [3][1360/1743] lr: 1.000e-02, eta: 1 day, 17:37:25, time: 0.828, data_time: 0.002, memory: 3025, loss_cls: 3.2076, loss: 3.2076, grad_norm: 2.4032 2020-10-14 17:06:10,074 - mmaction - INFO - Epoch [3][1380/1743] lr: 1.000e-02, eta: 1 day, 17:37:01, time: 0.875, data_time: 0.004, memory: 3025, loss_cls: 3.2041, loss: 3.2041, grad_norm: 2.3833 2020-10-14 17:06:28,629 - mmaction - INFO - Epoch [3][1400/1743] lr: 1.000e-02, eta: 1 day, 17:37:14, time: 0.930, data_time: 0.004, memory: 3025, loss_cls: 3.1828, loss: 3.1828, grad_norm: 2.3819 2020-10-14 17:06:45,694 - mmaction - INFO - Epoch [3][1420/1743] lr: 1.000e-02, eta: 1 day, 17:36:35, time: 0.853, data_time: 0.089, memory: 3025, loss_cls: 3.2200, loss: 3.2200, grad_norm: 2.4508 2020-10-14 17:07:03,844 - mmaction - INFO - Epoch [3][1440/1743] lr: 1.000e-02, eta: 1 day, 17:36:30, time: 0.902, data_time: 0.089, memory: 3025, loss_cls: 3.1922, loss: 3.1922, grad_norm: 2.3791 2020-10-14 17:07:21,205 - mmaction - INFO - Epoch [3][1460/1743] lr: 1.000e-02, eta: 1 day, 17:36:04, time: 0.872, data_time: 0.007, memory: 3025, loss_cls: 3.1581, loss: 3.1581, grad_norm: 2.4436 2020-10-14 17:07:38,739 - mmaction - INFO - Epoch [3][1480/1743] lr: 1.000e-02, eta: 1 day, 17:35:39, time: 0.874, data_time: 0.002, memory: 3025, loss_cls: 3.1739, loss: 3.1739, grad_norm: 2.3761 2020-10-14 17:07:56,392 - mmaction - INFO - Epoch [3][1500/1743] lr: 1.000e-02, eta: 1 day, 17:35:22, time: 0.886, data_time: 0.127, memory: 3025, loss_cls: 3.1484, loss: 3.1484, grad_norm: 2.3742 2020-10-14 17:08:14,322 - mmaction - INFO - Epoch [3][1520/1743] lr: 1.000e-02, eta: 1 day, 17:35:10, time: 0.893, data_time: 0.137, memory: 3025, loss_cls: 3.1661, loss: 3.1661, grad_norm: 2.3886 2020-10-14 17:08:33,468 - mmaction - INFO - Epoch [3][1540/1743] lr: 1.000e-02, eta: 1 day, 17:35:42, time: 0.958, data_time: 0.023, memory: 3025, loss_cls: 3.1986, loss: 3.1986, grad_norm: 2.4422 2020-10-14 17:08:50,560 - mmaction - INFO - Epoch [3][1560/1743] lr: 1.000e-02, eta: 1 day, 17:35:06, time: 0.857, data_time: 0.007, memory: 3025, loss_cls: 3.1759, loss: 3.1759, grad_norm: 2.3727 2020-10-14 17:09:08,236 - mmaction - INFO - Epoch [3][1580/1743] lr: 1.000e-02, eta: 1 day, 17:34:47, time: 0.883, data_time: 0.003, memory: 3025, loss_cls: 3.1836, loss: 3.1836, grad_norm: 2.3946 2020-10-14 17:09:25,141 - mmaction - INFO - Epoch [3][1600/1743] lr: 1.000e-02, eta: 1 day, 17:34:04, time: 0.846, data_time: 0.003, memory: 3025, loss_cls: 3.1462, loss: 3.1462, grad_norm: 2.3943 2020-10-14 17:09:42,648 - mmaction - INFO - Epoch [3][1620/1743] lr: 1.000e-02, eta: 1 day, 17:33:37, time: 0.871, data_time: 0.018, memory: 3025, loss_cls: 3.1624, loss: 3.1624, grad_norm: 2.4111 2020-10-14 17:10:01,000 - mmaction - INFO - Epoch [3][1640/1743] lr: 1.000e-02, eta: 1 day, 17:33:46, time: 0.924, data_time: 0.024, memory: 3025, loss_cls: 3.2080, loss: 3.2080, grad_norm: 2.4566 2020-10-14 17:10:19,033 - mmaction - INFO - Epoch [3][1660/1743] lr: 1.000e-02, eta: 1 day, 17:33:38, time: 0.899, data_time: 0.002, memory: 3025, loss_cls: 3.1868, loss: 3.1868, grad_norm: 2.4260 2020-10-14 17:10:37,485 - mmaction - INFO - Epoch [3][1680/1743] lr: 1.000e-02, eta: 1 day, 17:33:46, time: 0.925, data_time: 0.003, memory: 3025, loss_cls: 3.1517, loss: 3.1517, grad_norm: 2.3736 2020-10-14 17:10:55,934 - mmaction - INFO - Epoch [3][1700/1743] lr: 1.000e-02, eta: 1 day, 17:33:51, time: 0.919, data_time: 0.001, memory: 3025, loss_cls: 3.2339, loss: 3.2339, grad_norm: 2.4084 2020-10-14 17:11:14,952 - mmaction - INFO - Epoch [3][1720/1743] lr: 1.000e-02, eta: 1 day, 17:34:17, time: 0.951, data_time: 0.004, memory: 3025, loss_cls: 3.1307, loss: 3.1307, grad_norm: 2.3967 2020-10-14 17:11:33,230 - mmaction - INFO - Epoch [3][1740/1743] lr: 1.000e-02, eta: 1 day, 17:34:18, time: 0.915, data_time: 0.006, memory: 3025, loss_cls: 3.1533, loss: 3.1533, grad_norm: 2.3415 2020-10-14 17:12:09,143 - mmaction - INFO - Epoch [4][20/1743] lr: 1.000e-02, eta: 1 day, 17:40:37, time: 1.638, data_time: 0.631, memory: 3025, loss_cls: 3.1715, loss: 3.1715, grad_norm: 2.3758 2020-10-14 17:12:29,294 - mmaction - INFO - Epoch [4][40/1743] lr: 1.000e-02, eta: 1 day, 17:41:37, time: 1.008, data_time: 0.013, memory: 3025, loss_cls: 3.1264, loss: 3.1264, grad_norm: 2.3805 2020-10-14 17:12:49,024 - mmaction - INFO - Epoch [4][60/1743] lr: 1.000e-02, eta: 1 day, 17:42:25, time: 0.991, data_time: 0.008, memory: 3025, loss_cls: 3.1611, loss: 3.1611, grad_norm: 2.4046 2020-10-14 17:13:08,691 - mmaction - INFO - Epoch [4][80/1743] lr: 1.000e-02, eta: 1 day, 17:43:06, time: 0.981, data_time: 0.001, memory: 3025, loss_cls: 3.1108, loss: 3.1108, grad_norm: 2.3664 2020-10-14 17:13:28,129 - mmaction - INFO - Epoch [4][100/1743] lr: 1.000e-02, eta: 1 day, 17:43:42, time: 0.973, data_time: 0.003, memory: 3025, loss_cls: 3.1533, loss: 3.1533, grad_norm: 2.3646 2020-10-14 17:13:47,664 - mmaction - INFO - Epoch [4][120/1743] lr: 1.000e-02, eta: 1 day, 17:44:18, time: 0.975, data_time: 0.002, memory: 3025, loss_cls: 3.1601, loss: 3.1601, grad_norm: 2.4182 2020-10-14 17:14:06,515 - mmaction - INFO - Epoch [4][140/1743] lr: 1.000e-02, eta: 1 day, 17:44:35, time: 0.944, data_time: 0.004, memory: 3025, loss_cls: 3.1675, loss: 3.1675, grad_norm: 2.4295 2020-10-14 17:14:26,242 - mmaction - INFO - Epoch [4][160/1743] lr: 1.000e-02, eta: 1 day, 17:45:15, time: 0.981, data_time: 0.002, memory: 3025, loss_cls: 3.1669, loss: 3.1669, grad_norm: 2.4169 2020-10-14 17:14:46,074 - mmaction - INFO - Epoch [4][180/1743] lr: 1.000e-02, eta: 1 day, 17:45:59, time: 0.989, data_time: 0.008, memory: 3025, loss_cls: 3.1600, loss: 3.1600, grad_norm: 2.4254 2020-10-14 17:15:05,703 - mmaction - INFO - Epoch [4][200/1743] lr: 1.000e-02, eta: 1 day, 17:46:41, time: 0.987, data_time: 0.011, memory: 3025, loss_cls: 3.1549, loss: 3.1549, grad_norm: 2.4068 2020-10-14 17:15:25,728 - mmaction - INFO - Epoch [4][220/1743] lr: 1.000e-02, eta: 1 day, 17:47:33, time: 1.002, data_time: 0.004, memory: 3025, loss_cls: 3.1547, loss: 3.1547, grad_norm: 2.4124 2020-10-14 17:15:44,677 - mmaction - INFO - Epoch [4][240/1743] lr: 1.000e-02, eta: 1 day, 17:47:50, time: 0.948, data_time: 0.003, memory: 3025, loss_cls: 3.1262, loss: 3.1262, grad_norm: 2.4236 2020-10-14 17:16:04,411 - mmaction - INFO - Epoch [4][260/1743] lr: 1.000e-02, eta: 1 day, 17:48:29, time: 0.984, data_time: 0.002, memory: 3025, loss_cls: 3.1555, loss: 3.1555, grad_norm: 2.4306 2020-10-14 17:16:25,213 - mmaction - INFO - Epoch [4][280/1743] lr: 1.000e-02, eta: 1 day, 17:49:42, time: 1.040, data_time: 0.005, memory: 3025, loss_cls: 3.1403, loss: 3.1403, grad_norm: 2.3889 2020-10-14 17:16:45,472 - mmaction - INFO - Epoch [4][300/1743] lr: 1.000e-02, eta: 1 day, 17:50:40, time: 1.016, data_time: 0.008, memory: 3025, loss_cls: 3.1217, loss: 3.1217, grad_norm: 2.4076 2020-10-14 17:17:06,140 - mmaction - INFO - Epoch [4][320/1743] lr: 1.000e-02, eta: 1 day, 17:51:48, time: 1.035, data_time: 0.003, memory: 3025, loss_cls: 3.1241, loss: 3.1241, grad_norm: 2.3988 2020-10-14 17:17:26,586 - mmaction - INFO - Epoch [4][340/1743] lr: 1.000e-02, eta: 1 day, 17:52:49, time: 1.022, data_time: 0.001, memory: 3025, loss_cls: 3.0915, loss: 3.0915, grad_norm: 2.3773 2020-10-14 17:17:48,024 - mmaction - INFO - Epoch [4][360/1743] lr: 1.000e-02, eta: 1 day, 17:54:18, time: 1.072, data_time: 0.002, memory: 3025, loss_cls: 3.1167, loss: 3.1167, grad_norm: 2.3983 2020-10-14 17:18:10,305 - mmaction - INFO - Epoch [4][380/1743] lr: 1.000e-02, eta: 1 day, 17:56:12, time: 1.113, data_time: 0.001, memory: 3025, loss_cls: 3.0725, loss: 3.0725, grad_norm: 2.4025 2020-10-14 17:18:31,144 - mmaction - INFO - Epoch [4][400/1743] lr: 1.000e-02, eta: 1 day, 17:57:23, time: 1.044, data_time: 0.004, memory: 3025, loss_cls: 3.1782, loss: 3.1782, grad_norm: 2.4227 2020-10-14 17:18:51,892 - mmaction - INFO - Epoch [4][420/1743] lr: 1.000e-02, eta: 1 day, 17:58:30, time: 1.037, data_time: 0.002, memory: 3025, loss_cls: 3.0945, loss: 3.0945, grad_norm: 2.4283 2020-10-14 17:19:11,374 - mmaction - INFO - Epoch [4][440/1743] lr: 1.000e-02, eta: 1 day, 17:58:57, time: 0.971, data_time: 0.002, memory: 3025, loss_cls: 3.1647, loss: 3.1647, grad_norm: 2.4434 2020-10-14 17:19:32,359 - mmaction - INFO - Epoch [4][460/1743] lr: 1.000e-02, eta: 1 day, 18:00:11, time: 1.053, data_time: 0.005, memory: 3025, loss_cls: 3.0861, loss: 3.0861, grad_norm: 2.4010 2020-10-14 17:19:53,923 - mmaction - INFO - Epoch [4][480/1743] lr: 1.000e-02, eta: 1 day, 18:01:38, time: 1.073, data_time: 0.001, memory: 3025, loss_cls: 3.1409, loss: 3.1409, grad_norm: 2.4465 2020-10-14 17:20:16,257 - mmaction - INFO - Epoch [4][500/1743] lr: 1.000e-02, eta: 1 day, 18:03:30, time: 1.119, data_time: 0.007, memory: 3025, loss_cls: 3.1288, loss: 3.1288, grad_norm: 2.4457 2020-10-14 17:20:37,462 - mmaction - INFO - Epoch [4][520/1743] lr: 1.000e-02, eta: 1 day, 18:04:45, time: 1.056, data_time: 0.007, memory: 3025, loss_cls: 3.1336, loss: 3.1336, grad_norm: 2.3710 2020-10-14 17:20:59,969 - mmaction - INFO - Epoch [4][540/1743] lr: 1.000e-02, eta: 1 day, 18:06:42, time: 1.131, data_time: 0.008, memory: 3025, loss_cls: 3.0956, loss: 3.0956, grad_norm: 2.4184 2020-10-14 17:21:21,411 - mmaction - INFO - Epoch [4][560/1743] lr: 1.000e-02, eta: 1 day, 18:08:05, time: 1.072, data_time: 0.002, memory: 3025, loss_cls: 3.1274, loss: 3.1274, grad_norm: 2.3891 2020-10-14 17:21:43,090 - mmaction - INFO - Epoch [4][580/1743] lr: 1.000e-02, eta: 1 day, 18:09:33, time: 1.083, data_time: 0.002, memory: 3025, loss_cls: 3.1073, loss: 3.1073, grad_norm: 2.4102 2020-10-14 17:22:03,644 - mmaction - INFO - Epoch [4][600/1743] lr: 1.000e-02, eta: 1 day, 18:10:28, time: 1.027, data_time: 0.004, memory: 3025, loss_cls: 3.1369, loss: 3.1369, grad_norm: 2.3864 2020-10-14 17:22:25,644 - mmaction - INFO - Epoch [4][620/1743] lr: 1.000e-02, eta: 1 day, 18:12:04, time: 1.098, data_time: 0.011, memory: 3025, loss_cls: 3.0856, loss: 3.0856, grad_norm: 2.4163 2020-10-14 17:22:48,731 - mmaction - INFO - Epoch [4][640/1743] lr: 1.000e-02, eta: 1 day, 18:14:12, time: 1.158, data_time: 0.005, memory: 3025, loss_cls: 3.0963, loss: 3.0963, grad_norm: 2.4204 2020-10-14 17:23:10,884 - mmaction - INFO - Epoch [4][660/1743] lr: 1.000e-02, eta: 1 day, 18:15:52, time: 1.108, data_time: 0.002, memory: 3025, loss_cls: 3.1145, loss: 3.1145, grad_norm: 2.4324 2020-10-14 17:23:32,860 - mmaction - INFO - Epoch [4][680/1743] lr: 1.000e-02, eta: 1 day, 18:17:25, time: 1.098, data_time: 0.002, memory: 3025, loss_cls: 3.1172, loss: 3.1172, grad_norm: 2.4157 2020-10-14 17:23:53,610 - mmaction - INFO - Epoch [4][700/1743] lr: 1.000e-02, eta: 1 day, 18:18:22, time: 1.038, data_time: 0.002, memory: 3025, loss_cls: 3.1136, loss: 3.1136, grad_norm: 2.4262 2020-10-14 17:24:15,977 - mmaction - INFO - Epoch [4][720/1743] lr: 1.000e-02, eta: 1 day, 18:20:06, time: 1.119, data_time: 0.002, memory: 3025, loss_cls: 3.1164, loss: 3.1164, grad_norm: 2.4355 2020-10-14 17:24:36,968 - mmaction - INFO - Epoch [4][740/1743] lr: 1.000e-02, eta: 1 day, 18:21:06, time: 1.045, data_time: 0.002, memory: 3025, loss_cls: 3.1114, loss: 3.1114, grad_norm: 2.4147 2020-10-14 17:24:57,210 - mmaction - INFO - Epoch [4][760/1743] lr: 1.000e-02, eta: 1 day, 18:21:49, time: 1.014, data_time: 0.006, memory: 3025, loss_cls: 3.0822, loss: 3.0822, grad_norm: 2.3784 2020-10-14 17:25:18,887 - mmaction - INFO - Epoch [4][780/1743] lr: 1.000e-02, eta: 1 day, 18:23:09, time: 1.081, data_time: 0.005, memory: 3025, loss_cls: 3.0892, loss: 3.0892, grad_norm: 2.4143 2020-10-14 17:25:39,295 - mmaction - INFO - Epoch [4][800/1743] lr: 1.000e-02, eta: 1 day, 18:23:56, time: 1.025, data_time: 0.007, memory: 3025, loss_cls: 3.1201, loss: 3.1201, grad_norm: 2.4261 2020-10-14 17:26:00,515 - mmaction - INFO - Epoch [4][820/1743] lr: 1.000e-02, eta: 1 day, 18:25:04, time: 1.062, data_time: 0.003, memory: 3025, loss_cls: 3.0952, loss: 3.0952, grad_norm: 2.4793 2020-10-14 17:26:21,767 - mmaction - INFO - Epoch [4][840/1743] lr: 1.000e-02, eta: 1 day, 18:26:11, time: 1.061, data_time: 0.002, memory: 3025, loss_cls: 3.1157, loss: 3.1157, grad_norm: 2.4220 2020-10-14 17:26:43,190 - mmaction - INFO - Epoch [4][860/1743] lr: 1.000e-02, eta: 1 day, 18:27:23, time: 1.071, data_time: 0.004, memory: 3025, loss_cls: 3.1119, loss: 3.1119, grad_norm: 2.3889 2020-10-14 17:27:05,108 - mmaction - INFO - Epoch [4][880/1743] lr: 1.000e-02, eta: 1 day, 18:28:49, time: 1.099, data_time: 0.005, memory: 3025, loss_cls: 3.1068, loss: 3.1068, grad_norm: 2.4810 2020-10-14 17:27:26,970 - mmaction - INFO - Epoch [4][900/1743] lr: 1.000e-02, eta: 1 day, 18:30:12, time: 1.093, data_time: 0.001, memory: 3025, loss_cls: 3.0769, loss: 3.0769, grad_norm: 2.3862 2020-10-14 17:27:49,632 - mmaction - INFO - Epoch [4][920/1743] lr: 1.000e-02, eta: 1 day, 18:31:56, time: 1.133, data_time: 0.001, memory: 3025, loss_cls: 3.1086, loss: 3.1086, grad_norm: 2.5049 2020-10-14 17:28:11,485 - mmaction - INFO - Epoch [4][940/1743] lr: 1.000e-02, eta: 1 day, 18:33:16, time: 1.091, data_time: 0.002, memory: 3025, loss_cls: 3.1400, loss: 3.1400, grad_norm: 2.4838 2020-10-14 17:28:32,653 - mmaction - INFO - Epoch [4][960/1743] lr: 1.000e-02, eta: 1 day, 18:34:17, time: 1.058, data_time: 0.004, memory: 3025, loss_cls: 3.1068, loss: 3.1068, grad_norm: 2.4538 2020-10-14 17:28:54,916 - mmaction - INFO - Epoch [4][980/1743] lr: 1.000e-02, eta: 1 day, 18:35:49, time: 1.114, data_time: 0.005, memory: 3025, loss_cls: 3.0663, loss: 3.0663, grad_norm: 2.4570 2020-10-14 17:29:16,509 - mmaction - INFO - Epoch [4][1000/1743] lr: 1.000e-02, eta: 1 day, 18:37:00, time: 1.079, data_time: 0.003, memory: 3025, loss_cls: 3.0882, loss: 3.0882, grad_norm: 2.4453 2020-10-14 17:29:38,752 - mmaction - INFO - Epoch [4][1020/1743] lr: 1.000e-02, eta: 1 day, 18:38:29, time: 1.111, data_time: 0.004, memory: 3025, loss_cls: 3.0963, loss: 3.0963, grad_norm: 2.4733 2020-10-14 17:30:00,685 - mmaction - INFO - Epoch [4][1040/1743] lr: 1.000e-02, eta: 1 day, 18:39:50, time: 1.100, data_time: 0.005, memory: 3025, loss_cls: 3.1182, loss: 3.1182, grad_norm: 2.4796 2020-10-14 17:30:23,322 - mmaction - INFO - Epoch [4][1060/1743] lr: 1.000e-02, eta: 1 day, 18:41:28, time: 1.131, data_time: 0.133, memory: 3025, loss_cls: 3.1098, loss: 3.1098, grad_norm: 2.4497 2020-10-14 17:30:46,016 - mmaction - INFO - Epoch [4][1080/1743] lr: 1.000e-02, eta: 1 day, 18:43:07, time: 1.135, data_time: 0.532, memory: 3025, loss_cls: 3.1277, loss: 3.1277, grad_norm: 2.4834 2020-10-14 17:31:09,039 - mmaction - INFO - Epoch [4][1100/1743] lr: 1.000e-02, eta: 1 day, 18:44:53, time: 1.150, data_time: 0.345, memory: 3025, loss_cls: 3.0393, loss: 3.0393, grad_norm: 2.4177 2020-10-14 17:31:31,907 - mmaction - INFO - Epoch [4][1120/1743] lr: 1.000e-02, eta: 1 day, 18:46:33, time: 1.141, data_time: 0.376, memory: 3025, loss_cls: 3.0704, loss: 3.0704, grad_norm: 2.4331 2020-10-14 17:31:54,468 - mmaction - INFO - Epoch [4][1140/1743] lr: 1.000e-02, eta: 1 day, 18:48:07, time: 1.130, data_time: 0.011, memory: 3025, loss_cls: 3.0826, loss: 3.0826, grad_norm: 2.4240 2020-10-14 17:32:16,438 - mmaction - INFO - Epoch [4][1160/1743] lr: 1.000e-02, eta: 1 day, 18:49:25, time: 1.100, data_time: 0.004, memory: 3025, loss_cls: 3.1276, loss: 3.1276, grad_norm: 2.4475 2020-10-14 17:32:37,636 - mmaction - INFO - Epoch [4][1180/1743] lr: 1.000e-02, eta: 1 day, 18:50:20, time: 1.059, data_time: 0.003, memory: 3025, loss_cls: 3.0904, loss: 3.0904, grad_norm: 2.4570 2020-10-14 17:32:59,977 - mmaction - INFO - Epoch [4][1200/1743] lr: 1.000e-02, eta: 1 day, 18:51:46, time: 1.117, data_time: 0.004, memory: 3025, loss_cls: 3.0775, loss: 3.0775, grad_norm: 2.4709 2020-10-14 17:33:22,019 - mmaction - INFO - Epoch [4][1220/1743] lr: 1.000e-02, eta: 1 day, 18:53:03, time: 1.103, data_time: 0.004, memory: 3025, loss_cls: 3.0973, loss: 3.0973, grad_norm: 2.4431 2020-10-14 17:33:45,081 - mmaction - INFO - Epoch [4][1240/1743] lr: 1.000e-02, eta: 1 day, 18:54:45, time: 1.152, data_time: 0.004, memory: 3025, loss_cls: 3.0559, loss: 3.0559, grad_norm: 2.4285 2020-10-14 17:34:06,509 - mmaction - INFO - Epoch [4][1260/1743] lr: 1.000e-02, eta: 1 day, 18:55:44, time: 1.070, data_time: 0.003, memory: 3025, loss_cls: 3.0764, loss: 3.0764, grad_norm: 2.4646 2020-10-14 17:34:28,788 - mmaction - INFO - Epoch [4][1280/1743] lr: 1.000e-02, eta: 1 day, 18:57:05, time: 1.114, data_time: 0.004, memory: 3025, loss_cls: 3.0865, loss: 3.0865, grad_norm: 2.4639 2020-10-14 17:34:51,087 - mmaction - INFO - Epoch [4][1300/1743] lr: 1.000e-02, eta: 1 day, 18:58:28, time: 1.117, data_time: 0.004, memory: 3025, loss_cls: 3.0874, loss: 3.0874, grad_norm: 2.4309 2020-10-14 17:35:15,046 - mmaction - INFO - Epoch [4][1320/1743] lr: 1.000e-02, eta: 1 day, 19:00:31, time: 1.198, data_time: 0.036, memory: 3025, loss_cls: 3.0482, loss: 3.0482, grad_norm: 2.4693 2020-10-14 17:35:37,490 - mmaction - INFO - Epoch [4][1340/1743] lr: 1.000e-02, eta: 1 day, 19:01:53, time: 1.122, data_time: 0.003, memory: 3025, loss_cls: 3.1009, loss: 3.1009, grad_norm: 2.5145 2020-10-14 17:35:58,352 - mmaction - INFO - Epoch [4][1360/1743] lr: 1.000e-02, eta: 1 day, 19:02:36, time: 1.044, data_time: 0.006, memory: 3025, loss_cls: 3.0818, loss: 3.0818, grad_norm: 2.4565 2020-10-14 17:36:19,977 - mmaction - INFO - Epoch [4][1380/1743] lr: 1.000e-02, eta: 1 day, 19:03:37, time: 1.081, data_time: 0.002, memory: 3025, loss_cls: 3.0975, loss: 3.0975, grad_norm: 2.4469 2020-10-14 17:36:41,807 - mmaction - INFO - Epoch [4][1400/1743] lr: 1.000e-02, eta: 1 day, 19:04:42, time: 1.089, data_time: 0.003, memory: 3025, loss_cls: 3.0824, loss: 3.0824, grad_norm: 2.4331 2020-10-14 17:37:03,830 - mmaction - INFO - Epoch [4][1420/1743] lr: 1.000e-02, eta: 1 day, 19:05:52, time: 1.100, data_time: 0.009, memory: 3025, loss_cls: 3.0798, loss: 3.0798, grad_norm: 2.5215 2020-10-14 17:37:25,578 - mmaction - INFO - Epoch [4][1440/1743] lr: 1.000e-02, eta: 1 day, 19:06:56, time: 1.090, data_time: 0.115, memory: 3025, loss_cls: 3.0832, loss: 3.0832, grad_norm: 2.4496 2020-10-14 17:37:47,734 - mmaction - INFO - Epoch [4][1460/1743] lr: 1.000e-02, eta: 1 day, 19:08:09, time: 1.107, data_time: 0.091, memory: 3025, loss_cls: 3.0800, loss: 3.0800, grad_norm: 2.4352 2020-10-14 17:38:09,479 - mmaction - INFO - Epoch [4][1480/1743] lr: 1.000e-02, eta: 1 day, 19:09:11, time: 1.087, data_time: 0.104, memory: 3025, loss_cls: 3.0775, loss: 3.0775, grad_norm: 2.4719 2020-10-14 17:38:32,979 - mmaction - INFO - Epoch [4][1500/1743] lr: 1.000e-02, eta: 1 day, 19:10:56, time: 1.175, data_time: 0.004, memory: 3025, loss_cls: 3.0700, loss: 3.0700, grad_norm: 2.4598 2020-10-14 17:38:54,139 - mmaction - INFO - Epoch [4][1520/1743] lr: 1.000e-02, eta: 1 day, 19:11:43, time: 1.059, data_time: 0.035, memory: 3025, loss_cls: 3.0593, loss: 3.0593, grad_norm: 2.4410 2020-10-14 17:39:16,912 - mmaction - INFO - Epoch [4][1540/1743] lr: 1.000e-02, eta: 1 day, 19:13:08, time: 1.138, data_time: 0.004, memory: 3025, loss_cls: 3.0704, loss: 3.0704, grad_norm: 2.4650 2020-10-14 17:39:39,334 - mmaction - INFO - Epoch [4][1560/1743] lr: 1.000e-02, eta: 1 day, 19:14:22, time: 1.116, data_time: 0.056, memory: 3025, loss_cls: 3.0661, loss: 3.0661, grad_norm: 2.4645 2020-10-14 17:40:02,405 - mmaction - INFO - Epoch [4][1580/1743] lr: 1.000e-02, eta: 1 day, 19:15:56, time: 1.158, data_time: 0.015, memory: 3025, loss_cls: 3.0621, loss: 3.0621, grad_norm: 2.4524 2020-10-14 17:40:23,858 - mmaction - INFO - Epoch [4][1600/1743] lr: 1.000e-02, eta: 1 day, 19:16:47, time: 1.073, data_time: 0.478, memory: 3025, loss_cls: 3.0873, loss: 3.0873, grad_norm: 2.4580 2020-10-14 17:40:46,146 - mmaction - INFO - Epoch [4][1620/1743] lr: 1.000e-02, eta: 1 day, 19:17:58, time: 1.113, data_time: 0.361, memory: 3025, loss_cls: 3.0822, loss: 3.0822, grad_norm: 2.4452 2020-10-14 17:41:09,399 - mmaction - INFO - Epoch [4][1640/1743] lr: 1.000e-02, eta: 1 day, 19:19:33, time: 1.163, data_time: 0.121, memory: 3025, loss_cls: 3.0717, loss: 3.0717, grad_norm: 2.4405 2020-10-14 17:41:32,563 - mmaction - INFO - Epoch [4][1660/1743] lr: 1.000e-02, eta: 1 day, 19:21:03, time: 1.156, data_time: 0.005, memory: 3025, loss_cls: 3.0719, loss: 3.0719, grad_norm: 2.4616 2020-10-14 17:41:54,978 - mmaction - INFO - Epoch [4][1680/1743] lr: 1.000e-02, eta: 1 day, 19:22:18, time: 1.124, data_time: 0.006, memory: 3025, loss_cls: 3.0366, loss: 3.0366, grad_norm: 2.4278 2020-10-14 17:42:16,814 - mmaction - INFO - Epoch [4][1700/1743] lr: 1.000e-02, eta: 1 day, 19:23:15, time: 1.090, data_time: 0.002, memory: 3025, loss_cls: 3.0240, loss: 3.0240, grad_norm: 2.4492 2020-10-14 17:42:40,145 - mmaction - INFO - Epoch [4][1720/1743] lr: 1.000e-02, eta: 1 day, 19:24:49, time: 1.166, data_time: 0.006, memory: 3025, loss_cls: 3.0491, loss: 3.0491, grad_norm: 2.4539 2020-10-14 17:43:02,966 - mmaction - INFO - Epoch [4][1740/1743] lr: 1.000e-02, eta: 1 day, 19:26:10, time: 1.142, data_time: 0.004, memory: 3025, loss_cls: 3.0856, loss: 3.0856, grad_norm: 2.4558 2020-10-14 17:43:48,227 - mmaction - INFO - Epoch [5][20/1743] lr: 1.000e-02, eta: 1 day, 19:33:39, time: 2.057, data_time: 1.281, memory: 3025, loss_cls: 3.0565, loss: 3.0565, grad_norm: 2.4448 2020-10-14 17:44:15,302 - mmaction - INFO - Epoch [5][40/1743] lr: 1.000e-02, eta: 1 day, 19:36:38, time: 1.352, data_time: 0.011, memory: 3025, loss_cls: 3.0288, loss: 3.0288, grad_norm: 2.4308 2020-10-14 17:44:41,159 - mmaction - INFO - Epoch [5][60/1743] lr: 1.000e-02, eta: 1 day, 19:39:09, time: 1.295, data_time: 0.005, memory: 3025, loss_cls: 3.0230, loss: 3.0230, grad_norm: 2.4381 2020-10-14 17:45:08,037 - mmaction - INFO - Epoch [5][80/1743] lr: 1.000e-02, eta: 1 day, 19:42:02, time: 1.344, data_time: 0.003, memory: 3025, loss_cls: 3.0711, loss: 3.0711, grad_norm: 2.4905 2020-10-14 17:45:34,720 - mmaction - INFO - Epoch [5][100/1743] lr: 1.000e-02, eta: 1 day, 19:44:49, time: 1.333, data_time: 0.106, memory: 3025, loss_cls: 3.0445, loss: 3.0445, grad_norm: 2.4537 2020-10-14 17:46:01,607 - mmaction - INFO - Epoch [5][120/1743] lr: 1.000e-02, eta: 1 day, 19:47:40, time: 1.346, data_time: 0.103, memory: 3025, loss_cls: 3.0473, loss: 3.0473, grad_norm: 2.4798 2020-10-14 17:46:26,819 - mmaction - INFO - Epoch [5][140/1743] lr: 1.000e-02, eta: 1 day, 19:49:50, time: 1.258, data_time: 0.002, memory: 3025, loss_cls: 3.0943, loss: 3.0943, grad_norm: 2.5200 2020-10-14 17:46:53,273 - mmaction - INFO - Epoch [5][160/1743] lr: 1.000e-02, eta: 1 day, 19:52:30, time: 1.325, data_time: 0.008, memory: 3025, loss_cls: 3.0868, loss: 3.0868, grad_norm: 2.4510 2020-10-14 17:47:19,900 - mmaction - INFO - Epoch [5][180/1743] lr: 1.000e-02, eta: 1 day, 19:55:12, time: 1.331, data_time: 0.001, memory: 3025, loss_cls: 3.0076, loss: 3.0076, grad_norm: 2.4512 2020-10-14 17:47:47,505 - mmaction - INFO - Epoch [5][200/1743] lr: 1.000e-02, eta: 1 day, 19:58:15, time: 1.380, data_time: 0.002, memory: 3025, loss_cls: 3.0523, loss: 3.0523, grad_norm: 2.4512 2020-10-14 17:48:13,709 - mmaction - INFO - Epoch [5][220/1743] lr: 1.000e-02, eta: 1 day, 20:00:45, time: 1.310, data_time: 0.001, memory: 3025, loss_cls: 3.0286, loss: 3.0286, grad_norm: 2.4518 2020-10-14 17:48:40,495 - mmaction - INFO - Epoch [5][240/1743] lr: 1.000e-02, eta: 1 day, 20:03:27, time: 1.338, data_time: 0.002, memory: 3025, loss_cls: 3.0696, loss: 3.0696, grad_norm: 2.5199 2020-10-14 17:49:06,866 - mmaction - INFO - Epoch [5][260/1743] lr: 1.000e-02, eta: 1 day, 20:05:59, time: 1.321, data_time: 0.003, memory: 3025, loss_cls: 3.0450, loss: 3.0450, grad_norm: 2.4815 2020-10-14 17:49:34,463 - mmaction - INFO - Epoch [5][280/1743] lr: 1.000e-02, eta: 1 day, 20:08:57, time: 1.377, data_time: 0.020, memory: 3025, loss_cls: 3.0116, loss: 3.0116, grad_norm: 2.4606 2020-10-14 17:49:59,147 - mmaction - INFO - Epoch [5][300/1743] lr: 1.000e-02, eta: 1 day, 20:10:48, time: 1.234, data_time: 0.014, memory: 3025, loss_cls: 3.0599, loss: 3.0599, grad_norm: 2.4967 2020-10-14 17:50:25,171 - mmaction - INFO - Epoch [5][320/1743] lr: 1.000e-02, eta: 1 day, 20:13:08, time: 1.300, data_time: 0.009, memory: 3025, loss_cls: 3.0306, loss: 3.0306, grad_norm: 2.4931 2020-10-14 17:50:51,670 - mmaction - INFO - Epoch [5][340/1743] lr: 1.000e-02, eta: 1 day, 20:15:40, time: 1.327, data_time: 0.004, memory: 3025, loss_cls: 3.0379, loss: 3.0379, grad_norm: 2.4490 2020-10-14 17:51:19,588 - mmaction - INFO - Epoch [5][360/1743] lr: 1.000e-02, eta: 1 day, 20:18:41, time: 1.394, data_time: 0.002, memory: 3025, loss_cls: 3.0574, loss: 3.0574, grad_norm: 2.4298 2020-10-14 17:51:45,202 - mmaction - INFO - Epoch [5][380/1743] lr: 1.000e-02, eta: 1 day, 20:20:50, time: 1.282, data_time: 0.004, memory: 3025, loss_cls: 2.9804, loss: 2.9804, grad_norm: 2.4409 2020-10-14 17:52:10,162 - mmaction - INFO - Epoch [5][400/1743] lr: 1.000e-02, eta: 1 day, 20:22:43, time: 1.248, data_time: 0.003, memory: 3025, loss_cls: 3.0304, loss: 3.0304, grad_norm: 2.4595 2020-10-14 17:52:37,513 - mmaction - INFO - Epoch [5][420/1743] lr: 1.000e-02, eta: 1 day, 20:25:30, time: 1.368, data_time: 0.003, memory: 3025, loss_cls: 3.0271, loss: 3.0271, grad_norm: 2.4729 2020-10-14 17:53:05,153 - mmaction - INFO - Epoch [5][440/1743] lr: 1.000e-02, eta: 1 day, 20:28:20, time: 1.379, data_time: 0.003, memory: 3025, loss_cls: 3.0196, loss: 3.0196, grad_norm: 2.4825 2020-10-14 17:53:30,907 - mmaction - INFO - Epoch [5][460/1743] lr: 1.000e-02, eta: 1 day, 20:30:28, time: 1.287, data_time: 0.004, memory: 3025, loss_cls: 3.0081, loss: 3.0081, grad_norm: 2.4734 2020-10-14 17:53:56,333 - mmaction - INFO - Epoch [5][480/1743] lr: 1.000e-02, eta: 1 day, 20:32:28, time: 1.271, data_time: 0.006, memory: 3025, loss_cls: 3.0130, loss: 3.0130, grad_norm: 2.4804 2020-10-14 17:54:21,684 - mmaction - INFO - Epoch [5][500/1743] lr: 1.000e-02, eta: 1 day, 20:34:28, time: 1.272, data_time: 0.025, memory: 3025, loss_cls: 2.9989, loss: 2.9989, grad_norm: 2.4652 2020-10-14 17:54:49,836 - mmaction - INFO - Epoch [5][520/1743] lr: 1.000e-02, eta: 1 day, 20:37:26, time: 1.406, data_time: 0.002, memory: 3025, loss_cls: 3.0082, loss: 3.0082, grad_norm: 2.4658 2020-10-14 17:55:17,156 - mmaction - INFO - Epoch [5][540/1743] lr: 1.000e-02, eta: 1 day, 20:40:07, time: 1.367, data_time: 0.004, memory: 3025, loss_cls: 2.9925, loss: 2.9925, grad_norm: 2.4362 2020-10-14 17:55:43,966 - mmaction - INFO - Epoch [5][560/1743] lr: 1.000e-02, eta: 1 day, 20:42:34, time: 1.341, data_time: 0.016, memory: 3025, loss_cls: 3.0317, loss: 3.0317, grad_norm: 2.4747 2020-10-14 17:56:13,346 - mmaction - INFO - Epoch [5][580/1743] lr: 1.000e-02, eta: 1 day, 20:45:57, time: 1.468, data_time: 0.001, memory: 3025, loss_cls: 3.0043, loss: 3.0043, grad_norm: 2.4778 2020-10-14 17:56:40,862 - mmaction - INFO - Epoch [5][600/1743] lr: 1.000e-02, eta: 1 day, 20:48:38, time: 1.376, data_time: 0.003, memory: 3025, loss_cls: 3.0531, loss: 3.0531, grad_norm: 2.5088 2020-10-14 17:57:07,584 - mmaction - INFO - Epoch [5][620/1743] lr: 1.000e-02, eta: 1 day, 20:51:00, time: 1.336, data_time: 0.003, memory: 3025, loss_cls: 3.0338, loss: 3.0338, grad_norm: 2.5396 2020-10-14 17:57:35,503 - mmaction - INFO - Epoch [5][640/1743] lr: 1.000e-02, eta: 1 day, 20:53:48, time: 1.395, data_time: 0.003, memory: 3025, loss_cls: 3.0052, loss: 3.0052, grad_norm: 2.4662 2020-10-14 17:58:03,158 - mmaction - INFO - Epoch [5][660/1743] lr: 1.000e-02, eta: 1 day, 20:56:29, time: 1.382, data_time: 0.002, memory: 3025, loss_cls: 3.0134, loss: 3.0134, grad_norm: 2.5172 2020-10-14 17:58:32,899 - mmaction - INFO - Epoch [5][680/1743] lr: 1.000e-02, eta: 1 day, 20:59:54, time: 1.487, data_time: 0.003, memory: 3025, loss_cls: 3.0125, loss: 3.0125, grad_norm: 2.5010 2020-10-14 17:58:59,413 - mmaction - INFO - Epoch [5][700/1743] lr: 1.000e-02, eta: 1 day, 21:02:09, time: 1.327, data_time: 0.003, memory: 3025, loss_cls: 3.0558, loss: 3.0558, grad_norm: 2.5311 2020-10-14 17:59:25,580 - mmaction - INFO - Epoch [5][720/1743] lr: 1.000e-02, eta: 1 day, 21:04:15, time: 1.309, data_time: 0.012, memory: 3025, loss_cls: 3.0147, loss: 3.0147, grad_norm: 2.4441 2020-10-14 17:59:54,782 - mmaction - INFO - Epoch [5][740/1743] lr: 1.000e-02, eta: 1 day, 21:07:25, time: 1.460, data_time: 0.001, memory: 3025, loss_cls: 3.0432, loss: 3.0432, grad_norm: 2.4975 2020-10-14 18:00:37,186 - mmaction - INFO - Epoch [5][760/1743] lr: 1.000e-02, eta: 1 day, 21:15:20, time: 2.121, data_time: 0.001, memory: 3025, loss_cls: 3.0469, loss: 3.0469, grad_norm: 2.5700 2020-10-14 18:01:29,287 - mmaction - INFO - Epoch [5][780/1743] lr: 1.000e-02, eta: 1 day, 21:26:38, time: 2.603, data_time: 0.470, memory: 3025, loss_cls: 3.0043, loss: 3.0043, grad_norm: 2.4500 2020-10-14 18:02:19,910 - mmaction - INFO - Epoch [5][800/1743] lr: 1.000e-02, eta: 1 day, 21:37:21, time: 2.529, data_time: 1.570, memory: 3025, loss_cls: 3.0323, loss: 3.0323, grad_norm: 2.4980 2020-10-14 18:03:02,036 - mmaction - INFO - Epoch [5][820/1743] lr: 1.000e-02, eta: 1 day, 21:45:02, time: 2.111, data_time: 0.813, memory: 3025, loss_cls: 3.0359, loss: 3.0359, grad_norm: 2.4569 2020-10-14 18:03:38,508 - mmaction - INFO - Epoch [5][840/1743] lr: 1.000e-02, eta: 1 day, 21:50:38, time: 1.823, data_time: 0.209, memory: 3025, loss_cls: 3.0158, loss: 3.0158, grad_norm: 2.4830 2020-10-14 18:04:13,664 - mmaction - INFO - Epoch [5][860/1743] lr: 1.000e-02, eta: 1 day, 21:55:43, time: 1.756, data_time: 0.070, memory: 3025, loss_cls: 3.0380, loss: 3.0380, grad_norm: 2.4904 2020-10-14 18:04:47,883 - mmaction - INFO - Epoch [5][880/1743] lr: 1.000e-02, eta: 1 day, 22:00:28, time: 1.713, data_time: 0.655, memory: 3025, loss_cls: 2.9986, loss: 2.9986, grad_norm: 2.4758 2020-10-14 18:05:20,867 - mmaction - INFO - Epoch [5][900/1743] lr: 1.000e-02, eta: 1 day, 22:04:45, time: 1.648, data_time: 0.764, memory: 3025, loss_cls: 3.0177, loss: 3.0177, grad_norm: 2.5242 2020-10-14 18:05:51,562 - mmaction - INFO - Epoch [5][920/1743] lr: 1.000e-02, eta: 1 day, 22:08:12, time: 1.534, data_time: 0.436, memory: 3025, loss_cls: 3.0195, loss: 3.0195, grad_norm: 2.5116 2020-10-14 18:06:22,879 - mmaction - INFO - Epoch [5][940/1743] lr: 1.000e-02, eta: 1 day, 22:11:50, time: 1.566, data_time: 0.028, memory: 3025, loss_cls: 2.9979, loss: 2.9979, grad_norm: 2.5254 2020-10-14 18:06:55,765 - mmaction - INFO - Epoch [5][960/1743] lr: 1.000e-02, eta: 1 day, 22:16:00, time: 1.643, data_time: 0.010, memory: 3025, loss_cls: 3.0182, loss: 3.0182, grad_norm: 2.5154 2020-10-14 18:07:31,732 - mmaction - INFO - Epoch [5][980/1743] lr: 1.000e-02, eta: 1 day, 22:21:13, time: 1.795, data_time: 0.153, memory: 3025, loss_cls: 2.9922, loss: 2.9922, grad_norm: 2.5191 2020-10-14 18:08:04,466 - mmaction - INFO - Epoch [5][1000/1743] lr: 1.000e-02, eta: 1 day, 22:25:19, time: 1.641, data_time: 0.006, memory: 3025, loss_cls: 3.0099, loss: 3.0099, grad_norm: 2.4958 2020-10-14 18:08:40,095 - mmaction - INFO - Epoch [5][1020/1743] lr: 1.000e-02, eta: 1 day, 22:30:21, time: 1.779, data_time: 0.002, memory: 3025, loss_cls: 3.0129, loss: 3.0129, grad_norm: 2.4743 2020-10-14 18:09:12,901 - mmaction - INFO - Epoch [5][1040/1743] lr: 1.000e-02, eta: 1 day, 22:34:25, time: 1.643, data_time: 0.006, memory: 3025, loss_cls: 3.0211, loss: 3.0211, grad_norm: 2.4718 2020-10-14 18:09:50,348 - mmaction - INFO - Epoch [5][1060/1743] lr: 1.000e-02, eta: 1 day, 22:40:01, time: 1.869, data_time: 0.002, memory: 3025, loss_cls: 2.9924, loss: 2.9924, grad_norm: 2.4353 2020-10-14 18:10:25,571 - mmaction - INFO - Epoch [5][1080/1743] lr: 1.000e-02, eta: 1 day, 22:44:52, time: 1.764, data_time: 0.004, memory: 3025, loss_cls: 2.9823, loss: 2.9823, grad_norm: 2.5156 2020-10-14 18:11:04,804 - mmaction - INFO - Epoch [5][1100/1743] lr: 1.000e-02, eta: 1 day, 22:51:02, time: 1.959, data_time: 0.001, memory: 3025, loss_cls: 2.9877, loss: 2.9877, grad_norm: 2.4817 2020-10-14 18:11:43,381 - mmaction - INFO - Epoch [5][1120/1743] lr: 1.000e-02, eta: 1 day, 22:56:58, time: 1.931, data_time: 0.053, memory: 3025, loss_cls: 2.9744, loss: 2.9744, grad_norm: 2.4596 2020-10-14 18:12:21,097 - mmaction - INFO - Epoch [5][1140/1743] lr: 1.000e-02, eta: 1 day, 23:02:33, time: 1.885, data_time: 0.002, memory: 3025, loss_cls: 2.9951, loss: 2.9951, grad_norm: 2.5008 2020-10-14 18:13:00,992 - mmaction - INFO - Epoch [5][1160/1743] lr: 1.000e-02, eta: 1 day, 23:08:52, time: 1.995, data_time: 0.285, memory: 3025, loss_cls: 2.9938, loss: 2.9938, grad_norm: 2.5111 2020-10-14 18:13:40,331 - mmaction - INFO - Epoch [5][1180/1743] lr: 1.000e-02, eta: 1 day, 23:14:56, time: 1.965, data_time: 0.108, memory: 3025, loss_cls: 3.0041, loss: 3.0041, grad_norm: 2.4894 2020-10-14 18:14:19,406 - mmaction - INFO - Epoch [5][1200/1743] lr: 1.000e-02, eta: 1 day, 23:20:54, time: 1.955, data_time: 0.004, memory: 3025, loss_cls: 2.9858, loss: 2.9858, grad_norm: 2.4827 2020-10-14 18:14:55,185 - mmaction - INFO - Epoch [5][1220/1743] lr: 1.000e-02, eta: 1 day, 23:25:44, time: 1.791, data_time: 0.003, memory: 3025, loss_cls: 3.0024, loss: 3.0024, grad_norm: 2.5568 2020-10-14 18:15:31,546 - mmaction - INFO - Epoch [5][1240/1743] lr: 1.000e-02, eta: 1 day, 23:30:42, time: 1.817, data_time: 0.009, memory: 3025, loss_cls: 3.0406, loss: 3.0406, grad_norm: 2.5305 2020-10-14 18:16:06,857 - mmaction - INFO - Epoch [5][1260/1743] lr: 1.000e-02, eta: 1 day, 23:35:19, time: 1.767, data_time: 0.004, memory: 3025, loss_cls: 2.9927, loss: 2.9927, grad_norm: 2.5138 2020-10-14 18:16:42,996 - mmaction - INFO - Epoch [5][1280/1743] lr: 1.000e-02, eta: 1 day, 23:40:10, time: 1.805, data_time: 0.002, memory: 3025, loss_cls: 3.0015, loss: 3.0015, grad_norm: 2.4763 2020-10-14 18:17:16,302 - mmaction - INFO - Epoch [5][1300/1743] lr: 1.000e-02, eta: 1 day, 23:44:03, time: 1.666, data_time: 0.003, memory: 3025, loss_cls: 3.0157, loss: 3.0157, grad_norm: 2.5192 2020-10-14 18:17:50,738 - mmaction - INFO - Epoch [5][1320/1743] lr: 1.000e-02, eta: 1 day, 23:48:17, time: 1.721, data_time: 0.029, memory: 3025, loss_cls: 2.9982, loss: 2.9982, grad_norm: 2.5532 2020-10-14 18:18:22,623 - mmaction - INFO - Epoch [5][1340/1743] lr: 1.000e-02, eta: 1 day, 23:51:39, time: 1.595, data_time: 0.003, memory: 3025, loss_cls: 2.9988, loss: 2.9988, grad_norm: 2.4775 2020-10-14 18:18:56,737 - mmaction - INFO - Epoch [5][1360/1743] lr: 1.000e-02, eta: 1 day, 23:55:43, time: 1.701, data_time: 0.007, memory: 3025, loss_cls: 2.9916, loss: 2.9916, grad_norm: 2.5008 2020-10-14 18:19:28,621 - mmaction - INFO - Epoch [5][1380/1743] lr: 1.000e-02, eta: 1 day, 23:59:04, time: 1.599, data_time: 0.008, memory: 3025, loss_cls: 3.0232, loss: 3.0232, grad_norm: 2.4932 2020-10-14 18:20:00,774 - mmaction - INFO - Epoch [5][1400/1743] lr: 1.000e-02, eta: 2 days, 0:02:28, time: 1.607, data_time: 0.061, memory: 3025, loss_cls: 2.9662, loss: 2.9662, grad_norm: 2.4382 2020-10-14 18:20:33,373 - mmaction - INFO - Epoch [5][1420/1743] lr: 1.000e-02, eta: 2 days, 0:05:57, time: 1.625, data_time: 0.505, memory: 3025, loss_cls: 2.9968, loss: 2.9968, grad_norm: 2.4712 2020-10-14 18:21:06,547 - mmaction - INFO - Epoch [5][1440/1743] lr: 1.000e-02, eta: 2 days, 0:09:41, time: 1.664, data_time: 0.343, memory: 3025, loss_cls: 2.9732, loss: 2.9732, grad_norm: 2.4829 2020-10-14 18:21:37,825 - mmaction - INFO - Epoch [5][1460/1743] lr: 1.000e-02, eta: 2 days, 0:12:45, time: 1.565, data_time: 0.125, memory: 3025, loss_cls: 2.9882, loss: 2.9882, grad_norm: 2.5510 2020-10-14 18:22:07,620 - mmaction - INFO - Epoch [5][1480/1743] lr: 1.000e-02, eta: 2 days, 0:15:17, time: 1.488, data_time: 0.005, memory: 3025, loss_cls: 3.0186, loss: 3.0186, grad_norm: 2.5374 2020-10-14 18:22:42,305 - mmaction - INFO - Epoch [5][1500/1743] lr: 1.000e-02, eta: 2 days, 0:19:25, time: 1.735, data_time: 0.003, memory: 3025, loss_cls: 2.9645, loss: 2.9645, grad_norm: 2.4499 2020-10-14 18:23:15,630 - mmaction - INFO - Epoch [5][1520/1743] lr: 1.000e-02, eta: 2 days, 0:23:05, time: 1.666, data_time: 0.002, memory: 3025, loss_cls: 2.9391, loss: 2.9391, grad_norm: 2.4455 2020-10-14 18:23:46,369 - mmaction - INFO - Epoch [5][1540/1743] lr: 1.000e-02, eta: 2 days, 0:25:53, time: 1.535, data_time: 0.002, memory: 3025, loss_cls: 2.9842, loss: 2.9842, grad_norm: 2.5085 2020-10-14 18:24:18,306 - mmaction - INFO - Epoch [5][1560/1743] lr: 1.000e-02, eta: 2 days, 0:29:04, time: 1.599, data_time: 0.381, memory: 3025, loss_cls: 2.9860, loss: 2.9860, grad_norm: 2.4991 2020-10-14 18:24:50,052 - mmaction - INFO - Epoch [5][1580/1743] lr: 1.000e-02, eta: 2 days, 0:32:11, time: 1.587, data_time: 0.497, memory: 3025, loss_cls: 2.9927, loss: 2.9927, grad_norm: 2.4831 2020-10-14 18:25:20,918 - mmaction - INFO - Epoch [5][1600/1743] lr: 1.000e-02, eta: 2 days, 0:34:59, time: 1.544, data_time: 0.293, memory: 3025, loss_cls: 2.9415, loss: 2.9415, grad_norm: 2.4963 2020-10-14 18:25:53,349 - mmaction - INFO - Epoch [5][1620/1743] lr: 1.000e-02, eta: 2 days, 0:38:16, time: 1.622, data_time: 0.317, memory: 3025, loss_cls: 2.9735, loss: 2.9735, grad_norm: 2.5562 2020-10-14 18:26:26,711 - mmaction - INFO - Epoch [5][1640/1743] lr: 1.000e-02, eta: 2 days, 0:41:50, time: 1.668, data_time: 0.553, memory: 3025, loss_cls: 2.9881, loss: 2.9881, grad_norm: 2.5912 2020-10-14 18:26:58,730 - mmaction - INFO - Epoch [5][1660/1743] lr: 1.000e-02, eta: 2 days, 0:44:57, time: 1.598, data_time: 0.027, memory: 3025, loss_cls: 2.9971, loss: 2.9971, grad_norm: 2.5770 2020-10-14 18:27:29,016 - mmaction - INFO - Epoch [5][1680/1743] lr: 1.000e-02, eta: 2 days, 0:47:30, time: 1.517, data_time: 0.004, memory: 3025, loss_cls: 2.9575, loss: 2.9575, grad_norm: 2.4658 2020-10-14 18:27:59,847 - mmaction - INFO - Epoch [5][1700/1743] lr: 1.000e-02, eta: 2 days, 0:50:13, time: 1.540, data_time: 0.052, memory: 3025, loss_cls: 3.0203, loss: 3.0203, grad_norm: 2.5770 2020-10-14 18:28:26,154 - mmaction - INFO - Epoch [5][1720/1743] lr: 1.000e-02, eta: 2 days, 0:51:28, time: 1.314, data_time: 0.004, memory: 3025, loss_cls: 2.9528, loss: 2.9528, grad_norm: 2.4662 2020-10-14 18:28:56,006 - mmaction - INFO - Epoch [5][1740/1743] lr: 1.000e-02, eta: 2 days, 0:53:50, time: 1.492, data_time: 0.005, memory: 3025, loss_cls: 2.9960, loss: 2.9960, grad_norm: 2.5041 2020-10-14 18:29:15,371 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-10-14 18:33:08,631 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-14 18:33:14,387 - mmaction - INFO - mean_average_precision 0.5681 2020-10-14 18:33:14,457 - mmaction - INFO - Epoch(val) [5][1743] mean_average_precision: 0.5681 2020-10-14 18:33:55,919 - mmaction - INFO - Epoch [6][20/1743] lr: 1.000e-02, eta: 2 days, 0:58:47, time: 2.072, data_time: 1.677, memory: 3025, loss_cls: 2.9564, loss: 2.9564, grad_norm: 2.5202 2020-10-14 18:34:25,159 - mmaction - INFO - Epoch [6][40/1743] lr: 1.000e-02, eta: 2 days, 1:00:56, time: 1.462, data_time: 0.918, memory: 3025, loss_cls: 3.0063, loss: 3.0063, grad_norm: 2.5614 2020-10-14 18:34:57,891 - mmaction - INFO - Epoch [6][60/1743] lr: 1.000e-02, eta: 2 days, 1:04:10, time: 1.637, data_time: 0.337, memory: 3025, loss_cls: 2.9861, loss: 2.9861, grad_norm: 2.5473 2020-10-14 18:35:30,515 - mmaction - INFO - Epoch [6][80/1743] lr: 1.000e-02, eta: 2 days, 1:07:21, time: 1.630, data_time: 0.596, memory: 3025, loss_cls: 2.9782, loss: 2.9782, grad_norm: 2.4767 2020-10-14 18:36:00,407 - mmaction - INFO - Epoch [6][100/1743] lr: 1.000e-02, eta: 2 days, 1:09:39, time: 1.494, data_time: 0.347, memory: 3025, loss_cls: 2.9974, loss: 2.9974, grad_norm: 2.5338 2020-10-14 18:36:30,597 - mmaction - INFO - Epoch [6][120/1743] lr: 1.000e-02, eta: 2 days, 1:12:03, time: 1.511, data_time: 0.012, memory: 3025, loss_cls: 2.9525, loss: 2.9525, grad_norm: 2.4344 2020-10-14 18:37:02,519 - mmaction - INFO - Epoch [6][140/1743] lr: 1.000e-02, eta: 2 days, 1:14:57, time: 1.592, data_time: 0.001, memory: 3025, loss_cls: 2.9401, loss: 2.9401, grad_norm: 2.5210 2020-10-14 18:37:33,200 - mmaction - INFO - Epoch [6][160/1743] lr: 1.000e-02, eta: 2 days, 1:17:28, time: 1.536, data_time: 0.019, memory: 3025, loss_cls: 2.9425, loss: 2.9425, grad_norm: 2.4955 2020-10-14 18:38:03,157 - mmaction - INFO - Epoch [6][180/1743] lr: 1.000e-02, eta: 2 days, 1:19:45, time: 1.498, data_time: 0.007, memory: 3025, loss_cls: 2.9661, loss: 2.9661, grad_norm: 2.5344 2020-10-14 18:38:34,485 - mmaction - INFO - Epoch [6][200/1743] lr: 1.000e-02, eta: 2 days, 1:22:26, time: 1.567, data_time: 0.042, memory: 3025, loss_cls: 2.9826, loss: 2.9826, grad_norm: 2.5449 2020-10-14 18:39:04,899 - mmaction - INFO - Epoch [6][220/1743] lr: 1.000e-02, eta: 2 days, 1:24:50, time: 1.522, data_time: 0.003, memory: 3025, loss_cls: 2.9543, loss: 2.9543, grad_norm: 2.5215 2020-10-14 18:39:36,187 - mmaction - INFO - Epoch [6][240/1743] lr: 1.000e-02, eta: 2 days, 1:27:29, time: 1.564, data_time: 0.002, memory: 3025, loss_cls: 2.9800, loss: 2.9800, grad_norm: 2.5615 2020-10-14 18:40:06,651 - mmaction - INFO - Epoch [6][260/1743] lr: 1.000e-02, eta: 2 days, 1:29:53, time: 1.525, data_time: 0.004, memory: 3025, loss_cls: 2.9771, loss: 2.9771, grad_norm: 2.5553 2020-10-14 18:40:38,162 - mmaction - INFO - Epoch [6][280/1743] lr: 1.000e-02, eta: 2 days, 1:32:32, time: 1.571, data_time: 0.001, memory: 3025, loss_cls: 2.9625, loss: 2.9625, grad_norm: 2.5123 2020-10-14 18:41:09,399 - mmaction - INFO - Epoch [6][300/1743] lr: 1.000e-02, eta: 2 days, 1:35:08, time: 1.563, data_time: 0.007, memory: 3025, loss_cls: 2.9916, loss: 2.9916, grad_norm: 2.5605 2020-10-14 18:41:39,545 - mmaction - INFO - Epoch [6][320/1743] lr: 1.000e-02, eta: 2 days, 1:37:23, time: 1.507, data_time: 0.006, memory: 3025, loss_cls: 2.9892, loss: 2.9892, grad_norm: 2.5654 2020-10-14 18:42:09,029 - mmaction - INFO - Epoch [6][340/1743] lr: 1.000e-02, eta: 2 days, 1:39:26, time: 1.478, data_time: 0.005, memory: 3025, loss_cls: 2.9478, loss: 2.9478, grad_norm: 2.5223 2020-10-14 18:42:39,452 - mmaction - INFO - Epoch [6][360/1743] lr: 1.000e-02, eta: 2 days, 1:41:44, time: 1.521, data_time: 0.017, memory: 3025, loss_cls: 2.9520, loss: 2.9520, grad_norm: 2.4743 2020-10-14 18:43:10,501 - mmaction - INFO - Epoch [6][380/1743] lr: 1.000e-02, eta: 2 days, 1:44:13, time: 1.552, data_time: 0.610, memory: 3025, loss_cls: 2.9066, loss: 2.9066, grad_norm: 2.4490 2020-10-14 18:43:42,937 - mmaction - INFO - Epoch [6][400/1743] lr: 1.000e-02, eta: 2 days, 1:47:07, time: 1.622, data_time: 0.786, memory: 3025, loss_cls: 2.9309, loss: 2.9309, grad_norm: 2.5252 2020-10-14 18:44:12,671 - mmaction - INFO - Epoch [6][420/1743] lr: 1.000e-02, eta: 2 days, 1:49:10, time: 1.487, data_time: 0.031, memory: 3025, loss_cls: 2.9349, loss: 2.9349, grad_norm: 2.4488 2020-10-14 18:44:42,578 - mmaction - INFO - Epoch [6][440/1743] lr: 1.000e-02, eta: 2 days, 1:51:15, time: 1.492, data_time: 0.017, memory: 3025, loss_cls: 2.9516, loss: 2.9516, grad_norm: 2.4838 2020-10-14 18:45:13,204 - mmaction - INFO - Epoch [6][460/1743] lr: 1.000e-02, eta: 2 days, 1:53:35, time: 1.534, data_time: 0.032, memory: 3025, loss_cls: 2.9867, loss: 2.9867, grad_norm: 2.5683 2020-10-14 18:45:45,159 - mmaction - INFO - Epoch [6][480/1743] lr: 1.000e-02, eta: 2 days, 1:56:15, time: 1.596, data_time: 0.001, memory: 3025, loss_cls: 2.9690, loss: 2.9690, grad_norm: 2.5561 2020-10-14 18:46:14,519 - mmaction - INFO - Epoch [6][500/1743] lr: 1.000e-02, eta: 2 days, 1:58:10, time: 1.468, data_time: 0.004, memory: 3025, loss_cls: 2.9429, loss: 2.9429, grad_norm: 2.5271 2020-10-14 18:46:43,059 - mmaction - INFO - Epoch [6][520/1743] lr: 1.000e-02, eta: 2 days, 1:59:49, time: 1.428, data_time: 0.004, memory: 3025, loss_cls: 2.9452, loss: 2.9452, grad_norm: 2.5126 2020-10-14 18:47:10,223 - mmaction - INFO - Epoch [6][540/1743] lr: 1.000e-02, eta: 2 days, 2:01:02, time: 1.358, data_time: 0.000, memory: 3025, loss_cls: 2.9410, loss: 2.9410, grad_norm: 2.5213 2020-10-14 18:47:38,336 - mmaction - INFO - Epoch [6][560/1743] lr: 1.000e-02, eta: 2 days, 2:02:32, time: 1.404, data_time: 0.001, memory: 3025, loss_cls: 2.9330, loss: 2.9330, grad_norm: 2.5453 2020-10-14 18:48:04,790 - mmaction - INFO - Epoch [6][580/1743] lr: 1.000e-02, eta: 2 days, 2:03:32, time: 1.322, data_time: 0.003, memory: 3025, loss_cls: 2.9183, loss: 2.9183, grad_norm: 2.5305 2020-10-14 18:48:31,239 - mmaction - INFO - Epoch [6][600/1743] lr: 1.000e-02, eta: 2 days, 2:04:33, time: 1.325, data_time: 0.007, memory: 3025, loss_cls: 2.9338, loss: 2.9338, grad_norm: 2.4935 2020-10-14 18:48:58,580 - mmaction - INFO - Epoch [6][620/1743] lr: 1.000e-02, eta: 2 days, 2:05:47, time: 1.364, data_time: 0.001, memory: 3025, loss_cls: 2.9836, loss: 2.9836, grad_norm: 2.6003 2020-10-14 18:49:26,119 - mmaction - INFO - Epoch [6][640/1743] lr: 1.000e-02, eta: 2 days, 2:07:06, time: 1.379, data_time: 0.005, memory: 3025, loss_cls: 2.8978, loss: 2.8978, grad_norm: 2.5049 2020-10-14 18:49:53,234 - mmaction - INFO - Epoch [6][660/1743] lr: 1.000e-02, eta: 2 days, 2:08:15, time: 1.355, data_time: 0.003, memory: 3025, loss_cls: 2.9505, loss: 2.9505, grad_norm: 2.5213 2020-10-14 18:50:20,734 - mmaction - INFO - Epoch [6][680/1743] lr: 1.000e-02, eta: 2 days, 2:09:32, time: 1.376, data_time: 0.003, memory: 3025, loss_cls: 2.9413, loss: 2.9413, grad_norm: 2.5007 2020-10-14 18:50:47,145 - mmaction - INFO - Epoch [6][700/1743] lr: 1.000e-02, eta: 2 days, 2:10:29, time: 1.321, data_time: 0.003, memory: 3025, loss_cls: 2.9717, loss: 2.9717, grad_norm: 2.5231 2020-10-14 18:51:13,408 - mmaction - INFO - Epoch [6][720/1743] lr: 1.000e-02, eta: 2 days, 2:11:23, time: 1.311, data_time: 0.002, memory: 3025, loss_cls: 2.9443, loss: 2.9443, grad_norm: 2.5038 2020-10-14 18:51:41,548 - mmaction - INFO - Epoch [6][740/1743] lr: 1.000e-02, eta: 2 days, 2:12:51, time: 1.410, data_time: 0.006, memory: 3025, loss_cls: 2.9432, loss: 2.9432, grad_norm: 2.4870 2020-10-14 18:52:08,333 - mmaction - INFO - Epoch [6][760/1743] lr: 1.000e-02, eta: 2 days, 2:13:52, time: 1.337, data_time: 0.001, memory: 3025, loss_cls: 2.9483, loss: 2.9483, grad_norm: 2.5752 2020-10-14 18:52:33,539 - mmaction - INFO - Epoch [6][780/1743] lr: 1.000e-02, eta: 2 days, 2:14:28, time: 1.262, data_time: 0.004, memory: 3025, loss_cls: 2.9836, loss: 2.9836, grad_norm: 2.5720 2020-10-14 18:53:00,161 - mmaction - INFO - Epoch [6][800/1743] lr: 1.000e-02, eta: 2 days, 2:15:26, time: 1.330, data_time: 0.002, memory: 3025, loss_cls: 2.9860, loss: 2.9860, grad_norm: 2.5598 2020-10-14 18:53:27,131 - mmaction - INFO - Epoch [6][820/1743] lr: 1.000e-02, eta: 2 days, 2:16:31, time: 1.347, data_time: 0.009, memory: 3025, loss_cls: 2.9340, loss: 2.9340, grad_norm: 2.5353 2020-10-14 18:53:53,432 - mmaction - INFO - Epoch [6][840/1743] lr: 1.000e-02, eta: 2 days, 2:17:24, time: 1.317, data_time: 0.003, memory: 3025, loss_cls: 2.9474, loss: 2.9474, grad_norm: 2.5154 2020-10-14 18:54:20,323 - mmaction - INFO - Epoch [6][860/1743] lr: 1.000e-02, eta: 2 days, 2:18:26, time: 1.344, data_time: 0.002, memory: 3025, loss_cls: 2.9558, loss: 2.9558, grad_norm: 2.5307 2020-10-14 18:54:46,601 - mmaction - INFO - Epoch [6][880/1743] lr: 1.000e-02, eta: 2 days, 2:19:18, time: 1.313, data_time: 0.002, memory: 3025, loss_cls: 2.9549, loss: 2.9549, grad_norm: 2.5397 2020-10-14 18:55:13,499 - mmaction - INFO - Epoch [6][900/1743] lr: 1.000e-02, eta: 2 days, 2:20:20, time: 1.345, data_time: 0.001, memory: 3025, loss_cls: 2.9439, loss: 2.9439, grad_norm: 2.5013 2020-10-14 18:55:40,407 - mmaction - INFO - Epoch [6][920/1743] lr: 1.000e-02, eta: 2 days, 2:21:21, time: 1.345, data_time: 0.003, memory: 3025, loss_cls: 2.9272, loss: 2.9272, grad_norm: 2.5885 2020-10-14 18:56:06,864 - mmaction - INFO - Epoch [6][940/1743] lr: 1.000e-02, eta: 2 days, 2:22:16, time: 1.324, data_time: 0.002, memory: 3025, loss_cls: 2.9546, loss: 2.9546, grad_norm: 2.5379 2020-10-14 18:56:34,510 - mmaction - INFO - Epoch [6][960/1743] lr: 1.000e-02, eta: 2 days, 2:23:27, time: 1.377, data_time: 0.003, memory: 3025, loss_cls: 2.9736, loss: 2.9736, grad_norm: 2.5553 2020-10-14 18:56:59,726 - mmaction - INFO - Epoch [6][980/1743] lr: 1.000e-02, eta: 2 days, 2:23:59, time: 1.261, data_time: 0.007, memory: 3025, loss_cls: 2.9479, loss: 2.9479, grad_norm: 2.5611 2020-10-14 18:57:26,009 - mmaction - INFO - Epoch [6][1000/1743] lr: 1.000e-02, eta: 2 days, 2:24:50, time: 1.316, data_time: 0.006, memory: 3025, loss_cls: 2.9056, loss: 2.9056, grad_norm: 2.5015 2020-10-14 18:57:52,676 - mmaction - INFO - Epoch [6][1020/1743] lr: 1.000e-02, eta: 2 days, 2:25:46, time: 1.334, data_time: 0.004, memory: 3025, loss_cls: 2.9319, loss: 2.9319, grad_norm: 2.5429 2020-10-14 18:58:19,030 - mmaction - INFO - Epoch [6][1040/1743] lr: 1.000e-02, eta: 2 days, 2:26:36, time: 1.317, data_time: 0.005, memory: 3025, loss_cls: 2.9441, loss: 2.9441, grad_norm: 2.5597 2020-10-14 18:58:48,134 - mmaction - INFO - Epoch [6][1060/1743] lr: 1.000e-02, eta: 2 days, 2:28:12, time: 1.456, data_time: 0.005, memory: 3025, loss_cls: 2.9524, loss: 2.9524, grad_norm: 2.5387 2020-10-14 18:59:15,860 - mmaction - INFO - Epoch [6][1080/1743] lr: 1.000e-02, eta: 2 days, 2:29:26, time: 1.388, data_time: 0.005, memory: 3025, loss_cls: 2.9395, loss: 2.9395, grad_norm: 2.4915 2020-10-14 18:59:43,606 - mmaction - INFO - Epoch [6][1100/1743] lr: 1.000e-02, eta: 2 days, 2:30:37, time: 1.384, data_time: 0.001, memory: 3025, loss_cls: 2.9575, loss: 2.9575, grad_norm: 2.5384 2020-10-14 19:00:11,542 - mmaction - INFO - Epoch [6][1120/1743] lr: 1.000e-02, eta: 2 days, 2:31:53, time: 1.397, data_time: 0.006, memory: 3025, loss_cls: 2.9618, loss: 2.9618, grad_norm: 2.5713 2020-10-14 19:00:40,012 - mmaction - INFO - Epoch [6][1140/1743] lr: 1.000e-02, eta: 2 days, 2:33:17, time: 1.425, data_time: 0.005, memory: 3025, loss_cls: 2.9755, loss: 2.9755, grad_norm: 2.5601 2020-10-14 19:01:05,175 - mmaction - INFO - Epoch [6][1160/1743] lr: 1.000e-02, eta: 2 days, 2:33:45, time: 1.258, data_time: 0.003, memory: 3025, loss_cls: 2.9502, loss: 2.9502, grad_norm: 2.5454 2020-10-14 19:01:32,660 - mmaction - INFO - Epoch [6][1180/1743] lr: 1.000e-02, eta: 2 days, 2:34:52, time: 1.376, data_time: 0.004, memory: 3025, loss_cls: 2.9332, loss: 2.9332, grad_norm: 2.5378 2020-10-14 19:02:01,334 - mmaction - INFO - Epoch [6][1200/1743] lr: 1.000e-02, eta: 2 days, 2:36:18, time: 1.431, data_time: 0.001, memory: 3025, loss_cls: 2.9421, loss: 2.9421, grad_norm: 2.5464 2020-10-14 19:02:28,552 - mmaction - INFO - Epoch [6][1220/1743] lr: 1.000e-02, eta: 2 days, 2:37:19, time: 1.361, data_time: 0.003, memory: 3025, loss_cls: 2.9059, loss: 2.9059, grad_norm: 2.5359 2020-10-14 19:02:56,891 - mmaction - INFO - Epoch [6][1240/1743] lr: 1.000e-02, eta: 2 days, 2:38:39, time: 1.418, data_time: 0.003, memory: 3025, loss_cls: 2.9333, loss: 2.9333, grad_norm: 2.4652 2020-10-14 19:03:25,318 - mmaction - INFO - Epoch [6][1260/1743] lr: 1.000e-02, eta: 2 days, 2:39:59, time: 1.421, data_time: 0.004, memory: 3025, loss_cls: 2.9273, loss: 2.9273, grad_norm: 2.5268 2020-10-14 19:03:54,674 - mmaction - INFO - Epoch [6][1280/1743] lr: 1.000e-02, eta: 2 days, 2:41:34, time: 1.465, data_time: 0.002, memory: 3025, loss_cls: 2.9460, loss: 2.9460, grad_norm: 2.5490 2020-10-14 19:04:21,215 - mmaction - INFO - Epoch [6][1300/1743] lr: 1.000e-02, eta: 2 days, 2:42:24, time: 1.331, data_time: 0.009, memory: 3025, loss_cls: 2.8966, loss: 2.8966, grad_norm: 2.5292 2020-10-14 19:04:49,524 - mmaction - INFO - Epoch [6][1320/1743] lr: 1.000e-02, eta: 2 days, 2:43:41, time: 1.415, data_time: 0.016, memory: 3025, loss_cls: 2.9258, loss: 2.9258, grad_norm: 2.5506 2020-10-14 19:05:16,315 - mmaction - INFO - Epoch [6][1340/1743] lr: 1.000e-02, eta: 2 days, 2:44:33, time: 1.339, data_time: 0.278, memory: 3025, loss_cls: 2.9541, loss: 2.9541, grad_norm: 2.5340 2020-10-14 19:05:44,624 - mmaction - INFO - Epoch [6][1360/1743] lr: 1.000e-02, eta: 2 days, 2:45:50, time: 1.416, data_time: 0.158, memory: 3025, loss_cls: 2.9521, loss: 2.9521, grad_norm: 2.5602 2020-10-14 19:06:13,249 - mmaction - INFO - Epoch [6][1380/1743] lr: 1.000e-02, eta: 2 days, 2:47:11, time: 1.431, data_time: 0.004, memory: 3025, loss_cls: 2.9364, loss: 2.9364, grad_norm: 2.4932 2020-10-14 19:06:43,607 - mmaction - INFO - Epoch [6][1400/1743] lr: 1.000e-02, eta: 2 days, 2:49:00, time: 1.518, data_time: 0.003, memory: 3025, loss_cls: 2.9076, loss: 2.9076, grad_norm: 2.4483 2020-10-14 19:07:13,409 - mmaction - INFO - Epoch [6][1420/1743] lr: 1.000e-02, eta: 2 days, 2:50:38, time: 1.484, data_time: 0.004, memory: 3025, loss_cls: 2.9204, loss: 2.9204, grad_norm: 2.5345 2020-10-14 19:07:40,971 - mmaction - INFO - Epoch [6][1440/1743] lr: 1.000e-02, eta: 2 days, 2:51:42, time: 1.383, data_time: 0.009, memory: 3025, loss_cls: 2.9404, loss: 2.9404, grad_norm: 2.5414 2020-10-14 19:08:06,346 - mmaction - INFO - Epoch [6][1460/1743] lr: 1.000e-02, eta: 2 days, 2:52:10, time: 1.270, data_time: 0.003, memory: 3025, loss_cls: 2.9471, loss: 2.9471, grad_norm: 2.5257 2020-10-14 19:08:36,370 - mmaction - INFO - Epoch [6][1480/1743] lr: 1.000e-02, eta: 2 days, 2:53:51, time: 1.501, data_time: 0.002, memory: 3025, loss_cls: 2.9704, loss: 2.9704, grad_norm: 2.5526 2020-10-14 19:09:04,706 - mmaction - INFO - Epoch [6][1500/1743] lr: 1.000e-02, eta: 2 days, 2:55:05, time: 1.414, data_time: 0.001, memory: 3025, loss_cls: 2.8897, loss: 2.8897, grad_norm: 2.5217 2020-10-14 19:09:35,459 - mmaction - INFO - Epoch [6][1520/1743] lr: 1.000e-02, eta: 2 days, 2:56:57, time: 1.537, data_time: 0.011, memory: 3025, loss_cls: 2.9651, loss: 2.9651, grad_norm: 2.5704 2020-10-14 19:10:05,519 - mmaction - INFO - Epoch [6][1540/1743] lr: 1.000e-02, eta: 2 days, 2:58:39, time: 1.507, data_time: 0.005, memory: 3025, loss_cls: 2.9310, loss: 2.9310, grad_norm: 2.5154 2020-10-14 19:10:39,215 - mmaction - INFO - Epoch [6][1560/1743] lr: 1.000e-02, eta: 2 days, 3:01:17, time: 1.684, data_time: 0.001, memory: 3025, loss_cls: 2.9233, loss: 2.9233, grad_norm: 2.5101 2020-10-14 19:11:11,193 - mmaction - INFO - Epoch [6][1580/1743] lr: 1.000e-02, eta: 2 days, 3:03:27, time: 1.599, data_time: 0.003, memory: 3025, loss_cls: 2.9112, loss: 2.9112, grad_norm: 2.5280 2020-10-14 19:11:44,200 - mmaction - INFO - Epoch [6][1600/1743] lr: 1.000e-02, eta: 2 days, 3:05:53, time: 1.650, data_time: 0.019, memory: 3025, loss_cls: 2.9092, loss: 2.9092, grad_norm: 2.5232 2020-10-14 19:12:19,140 - mmaction - INFO - Epoch [6][1620/1743] lr: 1.000e-02, eta: 2 days, 3:08:49, time: 1.746, data_time: 0.023, memory: 3025, loss_cls: 2.9191, loss: 2.9191, grad_norm: 2.5344 2020-10-14 19:12:53,120 - mmaction - INFO - Epoch [6][1640/1743] lr: 1.000e-02, eta: 2 days, 3:11:28, time: 1.696, data_time: 0.002, memory: 3025, loss_cls: 2.9189, loss: 2.9189, grad_norm: 2.5516 2020-10-14 19:13:26,426 - mmaction - INFO - Epoch [6][1660/1743] lr: 1.000e-02, eta: 2 days, 3:13:58, time: 1.669, data_time: 0.006, memory: 3025, loss_cls: 2.9244, loss: 2.9244, grad_norm: 2.5343 2020-10-14 19:14:02,036 - mmaction - INFO - Epoch [6][1680/1743] lr: 1.000e-02, eta: 2 days, 3:17:02, time: 1.781, data_time: 0.002, memory: 3025, loss_cls: 2.9312, loss: 2.9312, grad_norm: 2.5518 2020-10-14 19:14:36,041 - mmaction - INFO - Epoch [6][1700/1743] lr: 1.000e-02, eta: 2 days, 3:19:40, time: 1.701, data_time: 0.002, memory: 3025, loss_cls: 2.9023, loss: 2.9023, grad_norm: 2.5114 2020-10-14 19:15:12,332 - mmaction - INFO - Epoch [6][1720/1743] lr: 1.000e-02, eta: 2 days, 3:22:53, time: 1.814, data_time: 0.001, memory: 3025, loss_cls: 2.9108, loss: 2.9108, grad_norm: 2.5515 2020-10-14 19:15:46,050 - mmaction - INFO - Epoch [6][1740/1743] lr: 1.000e-02, eta: 2 days, 3:25:25, time: 1.684, data_time: 0.001, memory: 3025, loss_cls: 2.9486, loss: 2.9486, grad_norm: 2.5596 2020-10-14 19:16:42,238 - mmaction - INFO - Epoch [7][20/1743] lr: 1.000e-02, eta: 2 days, 3:31:17, time: 2.507, data_time: 1.979, memory: 3025, loss_cls: 2.8884, loss: 2.8884, grad_norm: 2.5330 2020-10-14 19:17:22,712 - mmaction - INFO - Epoch [7][40/1743] lr: 1.000e-02, eta: 2 days, 3:35:32, time: 2.024, data_time: 1.283, memory: 3025, loss_cls: 2.9126, loss: 2.9126, grad_norm: 2.5508 2020-10-14 19:18:00,324 - mmaction - INFO - Epoch [7][60/1743] lr: 1.000e-02, eta: 2 days, 3:39:02, time: 1.880, data_time: 0.517, memory: 3025, loss_cls: 2.9003, loss: 2.9003, grad_norm: 2.5510 2020-10-14 19:18:38,510 - mmaction - INFO - Epoch [7][80/1743] lr: 1.000e-02, eta: 2 days, 3:42:39, time: 1.909, data_time: 0.459, memory: 3025, loss_cls: 2.8965, loss: 2.8965, grad_norm: 2.5835 2020-10-14 19:19:17,044 - mmaction - INFO - Epoch [7][100/1743] lr: 1.000e-02, eta: 2 days, 3:46:21, time: 1.926, data_time: 0.720, memory: 3025, loss_cls: 2.9168, loss: 2.9168, grad_norm: 2.5523 2020-10-14 19:19:56,141 - mmaction - INFO - Epoch [7][120/1743] lr: 1.000e-02, eta: 2 days, 3:50:12, time: 1.957, data_time: 0.334, memory: 3025, loss_cls: 2.9338, loss: 2.9338, grad_norm: 2.5082 2020-10-14 19:20:35,379 - mmaction - INFO - Epoch [7][140/1743] lr: 1.000e-02, eta: 2 days, 3:54:03, time: 1.961, data_time: 0.011, memory: 3025, loss_cls: 2.8981, loss: 2.8981, grad_norm: 2.5100 2020-10-14 19:21:12,947 - mmaction - INFO - Epoch [7][160/1743] lr: 1.000e-02, eta: 2 days, 3:57:28, time: 1.880, data_time: 0.003, memory: 3025, loss_cls: 2.9120, loss: 2.9120, grad_norm: 2.6359 2020-10-14 19:21:52,271 - mmaction - INFO - Epoch [7][180/1743] lr: 1.000e-02, eta: 2 days, 4:01:18, time: 1.966, data_time: 0.001, memory: 3025, loss_cls: 2.9022, loss: 2.9022, grad_norm: 2.5220 2020-10-14 19:22:31,084 - mmaction - INFO - Epoch [7][200/1743] lr: 1.000e-02, eta: 2 days, 4:04:59, time: 1.938, data_time: 0.001, memory: 3025, loss_cls: 2.9050, loss: 2.9050, grad_norm: 2.5474 2020-10-14 19:23:09,261 - mmaction - INFO - Epoch [7][220/1743] lr: 1.000e-02, eta: 2 days, 4:08:31, time: 1.912, data_time: 0.004, memory: 3025, loss_cls: 2.8822, loss: 2.8822, grad_norm: 2.5406 2020-10-14 19:23:48,578 - mmaction - INFO - Epoch [7][240/1743] lr: 1.000e-02, eta: 2 days, 4:12:18, time: 1.964, data_time: 0.001, memory: 3025, loss_cls: 2.9116, loss: 2.9116, grad_norm: 2.5654 2020-10-14 19:24:25,016 - mmaction - INFO - Epoch [7][260/1743] lr: 1.000e-02, eta: 2 days, 4:15:20, time: 1.823, data_time: 0.002, memory: 3025, loss_cls: 2.8787, loss: 2.8787, grad_norm: 2.5561 2020-10-14 19:25:02,541 - mmaction - INFO - Epoch [7][280/1743] lr: 1.000e-02, eta: 2 days, 4:18:39, time: 1.877, data_time: 0.002, memory: 3025, loss_cls: 2.9395, loss: 2.9395, grad_norm: 2.5660 2020-10-14 19:25:39,972 - mmaction - INFO - Epoch [7][300/1743] lr: 1.000e-02, eta: 2 days, 4:21:55, time: 1.871, data_time: 0.001, memory: 3025, loss_cls: 2.9354, loss: 2.9354, grad_norm: 2.5563 2020-10-14 19:26:20,089 - mmaction - INFO - Epoch [7][320/1743] lr: 1.000e-02, eta: 2 days, 4:25:50, time: 2.006, data_time: 0.069, memory: 3025, loss_cls: 2.8979, loss: 2.8979, grad_norm: 2.5853 2020-10-14 19:26:58,024 - mmaction - INFO - Epoch [7][340/1743] lr: 1.000e-02, eta: 2 days, 4:29:12, time: 1.896, data_time: 0.002, memory: 3025, loss_cls: 2.8797, loss: 2.8797, grad_norm: 2.5691 2020-10-14 19:27:37,301 - mmaction - INFO - Epoch [7][360/1743] lr: 1.000e-02, eta: 2 days, 4:32:53, time: 1.965, data_time: 0.003, memory: 3025, loss_cls: 2.8991, loss: 2.8991, grad_norm: 2.5724 2020-10-14 19:28:15,433 - mmaction - INFO - Epoch [7][380/1743] lr: 1.000e-02, eta: 2 days, 4:36:16, time: 1.905, data_time: 0.001, memory: 3025, loss_cls: 2.9099, loss: 2.9099, grad_norm: 2.6185 2020-10-14 19:28:51,326 - mmaction - INFO - Epoch [7][400/1743] lr: 1.000e-02, eta: 2 days, 4:39:05, time: 1.796, data_time: 0.151, memory: 3025, loss_cls: 2.9326, loss: 2.9326, grad_norm: 2.6127 2020-10-14 19:29:29,431 - mmaction - INFO - Epoch [7][420/1743] lr: 1.000e-02, eta: 2 days, 4:42:25, time: 1.904, data_time: 0.320, memory: 3025, loss_cls: 2.8680, loss: 2.8680, grad_norm: 2.5239 2020-10-14 19:30:07,135 - mmaction - INFO - Epoch [7][440/1743] lr: 1.000e-02, eta: 2 days, 4:45:40, time: 1.887, data_time: 0.050, memory: 3025, loss_cls: 2.9231, loss: 2.9231, grad_norm: 2.6148 2020-10-14 19:30:44,513 - mmaction - INFO - Epoch [7][460/1743] lr: 1.000e-02, eta: 2 days, 4:48:48, time: 1.869, data_time: 0.171, memory: 3025, loss_cls: 2.9036, loss: 2.9036, grad_norm: 2.5165 2020-10-14 19:31:22,808 - mmaction - INFO - Epoch [7][480/1743] lr: 1.000e-02, eta: 2 days, 4:52:08, time: 1.912, data_time: 0.001, memory: 3025, loss_cls: 2.9170, loss: 2.9170, grad_norm: 2.5804 2020-10-14 19:31:59,726 - mmaction - INFO - Epoch [7][500/1743] lr: 1.000e-02, eta: 2 days, 4:55:08, time: 1.847, data_time: 0.003, memory: 3025, loss_cls: 2.9115, loss: 2.9115, grad_norm: 2.5938 2020-10-14 19:32:39,002 - mmaction - INFO - Epoch [7][520/1743] lr: 1.000e-02, eta: 2 days, 4:58:42, time: 1.963, data_time: 0.002, memory: 3025, loss_cls: 2.9141, loss: 2.9141, grad_norm: 2.5881 2020-10-14 19:33:16,360 - mmaction - INFO - Epoch [7][540/1743] lr: 1.000e-02, eta: 2 days, 5:01:47, time: 1.868, data_time: 0.003, memory: 3025, loss_cls: 2.9232, loss: 2.9232, grad_norm: 2.6215 2020-10-14 19:33:55,831 - mmaction - INFO - Epoch [7][560/1743] lr: 1.000e-02, eta: 2 days, 5:05:22, time: 1.975, data_time: 0.007, memory: 3025, loss_cls: 2.8892, loss: 2.8892, grad_norm: 2.6116 2020-10-14 19:34:34,613 - mmaction - INFO - Epoch [7][580/1743] lr: 1.000e-02, eta: 2 days, 5:08:46, time: 1.939, data_time: 0.023, memory: 3025, loss_cls: 2.8769, loss: 2.8769, grad_norm: 2.5379 2020-10-14 19:35:11,684 - mmaction - INFO - Epoch [7][600/1743] lr: 1.000e-02, eta: 2 days, 5:11:44, time: 1.854, data_time: 0.030, memory: 3025, loss_cls: 2.8987, loss: 2.8987, grad_norm: 2.5544 2020-10-14 19:35:50,225 - mmaction - INFO - Epoch [7][620/1743] lr: 1.000e-02, eta: 2 days, 5:15:02, time: 1.925, data_time: 0.138, memory: 3025, loss_cls: 2.9018, loss: 2.9018, grad_norm: 2.5324 2020-10-14 19:36:26,962 - mmaction - INFO - Epoch [7][640/1743] lr: 1.000e-02, eta: 2 days, 5:17:54, time: 1.839, data_time: 0.387, memory: 3025, loss_cls: 2.8542, loss: 2.8542, grad_norm: 2.5530 2020-10-14 19:37:04,813 - mmaction - INFO - Epoch [7][660/1743] lr: 1.000e-02, eta: 2 days, 5:21:01, time: 1.892, data_time: 1.134, memory: 3025, loss_cls: 2.8468, loss: 2.8468, grad_norm: 2.5264 2020-10-14 19:37:43,944 - mmaction - INFO - Epoch [7][680/1743] lr: 1.000e-02, eta: 2 days, 5:24:25, time: 1.955, data_time: 0.390, memory: 3025, loss_cls: 2.8992, loss: 2.8992, grad_norm: 2.6004 2020-10-14 19:38:21,634 - mmaction - INFO - Epoch [7][700/1743] lr: 1.000e-02, eta: 2 days, 5:27:28, time: 1.884, data_time: 0.062, memory: 3025, loss_cls: 2.8568, loss: 2.8568, grad_norm: 2.5658 2020-10-14 19:38:59,561 - mmaction - INFO - Epoch [7][720/1743] lr: 1.000e-02, eta: 2 days, 5:30:34, time: 1.899, data_time: 0.144, memory: 3025, loss_cls: 2.8790, loss: 2.8790, grad_norm: 2.6238 2020-10-14 19:40:32,278 - mmaction - INFO - Epoch [7][740/1743] lr: 1.000e-02, eta: 2 days, 5:46:57, time: 4.635, data_time: 0.801, memory: 3025, loss_cls: 2.8984, loss: 2.8984, grad_norm: 2.5745 2020-10-14 19:41:15,943 - mmaction - INFO - Epoch [7][760/1743] lr: 1.000e-02, eta: 2 days, 5:51:23, time: 2.184, data_time: 0.061, memory: 3025, loss_cls: 2.9170, loss: 2.9170, grad_norm: 2.5804 2020-10-14 19:41:57,769 - mmaction - INFO - Epoch [7][780/1743] lr: 1.000e-02, eta: 2 days, 5:55:21, time: 2.090, data_time: 0.015, memory: 3025, loss_cls: 2.8745, loss: 2.8745, grad_norm: 2.5508 2020-10-14 19:42:39,484 - mmaction - INFO - Epoch [7][800/1743] lr: 1.000e-02, eta: 2 days, 5:59:16, time: 2.087, data_time: 0.449, memory: 3025, loss_cls: 2.9100, loss: 2.9100, grad_norm: 2.6099 2020-10-14 19:43:16,336 - mmaction - INFO - Epoch [7][820/1743] lr: 1.000e-02, eta: 2 days, 6:02:00, time: 1.842, data_time: 0.987, memory: 3025, loss_cls: 2.8982, loss: 2.8982, grad_norm: 2.5725 2020-10-14 19:43:55,976 - mmaction - INFO - Epoch [7][840/1743] lr: 1.000e-02, eta: 2 days, 6:05:24, time: 1.982, data_time: 1.497, memory: 3025, loss_cls: 2.9044, loss: 2.9044, grad_norm: 2.5522 2020-10-14 19:44:32,918 - mmaction - INFO - Epoch [7][860/1743] lr: 1.000e-02, eta: 2 days, 6:08:08, time: 1.847, data_time: 1.081, memory: 3025, loss_cls: 2.8551, loss: 2.8551, grad_norm: 2.5609 2020-10-14 19:45:12,464 - mmaction - INFO - Epoch [7][880/1743] lr: 1.000e-02, eta: 2 days, 6:11:28, time: 1.975, data_time: 0.888, memory: 3025, loss_cls: 2.8726, loss: 2.8726, grad_norm: 2.6032 2020-10-14 19:45:50,369 - mmaction - INFO - Epoch [7][900/1743] lr: 1.000e-02, eta: 2 days, 6:14:26, time: 1.898, data_time: 0.626, memory: 3025, loss_cls: 2.8859, loss: 2.8859, grad_norm: 2.5519 2020-10-14 19:46:28,011 - mmaction - INFO - Epoch [7][920/1743] lr: 1.000e-02, eta: 2 days, 6:17:17, time: 1.882, data_time: 0.115, memory: 3025, loss_cls: 2.8875, loss: 2.8875, grad_norm: 2.5813 2020-10-14 19:47:06,486 - mmaction - INFO - Epoch [7][940/1743] lr: 1.000e-02, eta: 2 days, 6:20:19, time: 1.920, data_time: 0.015, memory: 3025, loss_cls: 2.8767, loss: 2.8767, grad_norm: 2.5740 2020-10-14 19:47:45,542 - mmaction - INFO - Epoch [7][960/1743] lr: 1.000e-02, eta: 2 days, 6:23:31, time: 1.956, data_time: 0.006, memory: 3025, loss_cls: 2.8987, loss: 2.8987, grad_norm: 2.5392 2020-10-14 19:48:25,024 - mmaction - INFO - Epoch [7][980/1743] lr: 1.000e-02, eta: 2 days, 6:26:47, time: 1.974, data_time: 0.002, memory: 3025, loss_cls: 2.9226, loss: 2.9226, grad_norm: 2.5882 2020-10-14 19:49:03,851 - mmaction - INFO - Epoch [7][1000/1743] lr: 1.000e-02, eta: 2 days, 6:29:52, time: 1.942, data_time: 0.025, memory: 3025, loss_cls: 2.9265, loss: 2.9265, grad_norm: 2.6180 2020-10-14 19:49:43,333 - mmaction - INFO - Epoch [7][1020/1743] lr: 1.000e-02, eta: 2 days, 6:33:06, time: 1.972, data_time: 0.923, memory: 3025, loss_cls: 2.8754, loss: 2.8754, grad_norm: 2.5408 2020-10-14 19:50:22,149 - mmaction - INFO - Epoch [7][1040/1743] lr: 1.000e-02, eta: 2 days, 6:36:09, time: 1.939, data_time: 0.337, memory: 3025, loss_cls: 2.8904, loss: 2.8904, grad_norm: 2.5887 2020-10-14 19:50:59,215 - mmaction - INFO - Epoch [7][1060/1743] lr: 1.000e-02, eta: 2 days, 6:38:48, time: 1.854, data_time: 0.189, memory: 3025, loss_cls: 2.8427, loss: 2.8427, grad_norm: 2.5437 2020-10-14 19:51:36,089 - mmaction - INFO - Epoch [7][1080/1743] lr: 1.000e-02, eta: 2 days, 6:41:24, time: 1.846, data_time: 0.004, memory: 3025, loss_cls: 2.8856, loss: 2.8856, grad_norm: 2.5250 2020-10-14 19:52:12,826 - mmaction - INFO - Epoch [7][1100/1743] lr: 1.000e-02, eta: 2 days, 6:43:56, time: 1.837, data_time: 0.001, memory: 3025, loss_cls: 2.8931, loss: 2.8931, grad_norm: 2.5746 2020-10-14 19:52:49,532 - mmaction - INFO - Epoch [7][1120/1743] lr: 1.000e-02, eta: 2 days, 6:46:27, time: 1.834, data_time: 0.001, memory: 3025, loss_cls: 2.8730, loss: 2.8730, grad_norm: 2.6134 2020-10-14 19:53:25,903 - mmaction - INFO - Epoch [7][1140/1743] lr: 1.000e-02, eta: 2 days, 6:48:53, time: 1.818, data_time: 0.338, memory: 3025, loss_cls: 2.9041, loss: 2.9041, grad_norm: 2.6060 2020-10-14 19:54:02,828 - mmaction - INFO - Epoch [7][1160/1743] lr: 1.000e-02, eta: 2 days, 6:51:27, time: 1.847, data_time: 0.152, memory: 3025, loss_cls: 2.8539, loss: 2.8539, grad_norm: 2.5599 2020-10-14 19:54:39,853 - mmaction - INFO - Epoch [7][1180/1743] lr: 1.000e-02, eta: 2 days, 6:54:00, time: 1.851, data_time: 0.433, memory: 3025, loss_cls: 2.8858, loss: 2.8858, grad_norm: 2.5846 2020-10-14 19:55:15,725 - mmaction - INFO - Epoch [7][1200/1743] lr: 1.000e-02, eta: 2 days, 6:56:17, time: 1.793, data_time: 0.089, memory: 3025, loss_cls: 2.9082, loss: 2.9082, grad_norm: 2.6122 2020-10-14 19:55:52,541 - mmaction - INFO - Epoch [7][1220/1743] lr: 1.000e-02, eta: 2 days, 6:58:47, time: 1.841, data_time: 0.030, memory: 3025, loss_cls: 2.8655, loss: 2.8655, grad_norm: 2.5385 2020-10-14 19:56:28,420 - mmaction - INFO - Epoch [7][1240/1743] lr: 1.000e-02, eta: 2 days, 7:01:03, time: 1.794, data_time: 0.002, memory: 3025, loss_cls: 2.9349, loss: 2.9349, grad_norm: 2.6243 2020-10-14 19:57:05,475 - mmaction - INFO - Epoch [7][1260/1743] lr: 1.000e-02, eta: 2 days, 7:03:35, time: 1.852, data_time: 0.002, memory: 3025, loss_cls: 2.8733, loss: 2.8733, grad_norm: 2.5562 2020-10-14 19:57:39,302 - mmaction - INFO - Epoch [7][1280/1743] lr: 1.000e-02, eta: 2 days, 7:05:21, time: 1.692, data_time: 0.034, memory: 3025, loss_cls: 2.9047, loss: 2.9047, grad_norm: 2.6218 2020-10-14 19:58:15,141 - mmaction - INFO - Epoch [7][1300/1743] lr: 1.000e-02, eta: 2 days, 7:07:35, time: 1.792, data_time: 0.068, memory: 3025, loss_cls: 2.9047, loss: 2.9047, grad_norm: 2.5873 2020-10-14 19:58:51,494 - mmaction - INFO - Epoch [7][1320/1743] lr: 1.000e-02, eta: 2 days, 7:09:55, time: 1.818, data_time: 0.004, memory: 3025, loss_cls: 2.8362, loss: 2.8362, grad_norm: 2.5119 2020-10-14 19:59:29,493 - mmaction - INFO - Epoch [7][1340/1743] lr: 1.000e-02, eta: 2 days, 7:12:38, time: 1.900, data_time: 0.002, memory: 3025, loss_cls: 2.8801, loss: 2.8801, grad_norm: 2.5594 2020-10-14 20:00:06,387 - mmaction - INFO - Epoch [7][1360/1743] lr: 1.000e-02, eta: 2 days, 7:15:04, time: 1.843, data_time: 0.002, memory: 3025, loss_cls: 2.8660, loss: 2.8660, grad_norm: 2.5769 2020-10-14 20:00:42,030 - mmaction - INFO - Epoch [7][1380/1743] lr: 1.000e-02, eta: 2 days, 7:17:13, time: 1.784, data_time: 0.005, memory: 3025, loss_cls: 2.8480, loss: 2.8480, grad_norm: 2.5572 2020-10-14 20:01:19,107 - mmaction - INFO - Epoch [7][1400/1743] lr: 1.000e-02, eta: 2 days, 7:19:41, time: 1.854, data_time: 0.002, memory: 3025, loss_cls: 2.8728, loss: 2.8728, grad_norm: 2.5947 2020-10-14 20:02:00,414 - mmaction - INFO - Epoch [7][1420/1743] lr: 1.000e-02, eta: 2 days, 7:23:05, time: 2.063, data_time: 0.001, memory: 3025, loss_cls: 2.9012, loss: 2.9012, grad_norm: 2.5931 2020-10-14 20:02:38,817 - mmaction - INFO - Epoch [7][1440/1743] lr: 1.000e-02, eta: 2 days, 7:25:50, time: 1.920, data_time: 0.178, memory: 3025, loss_cls: 2.8741, loss: 2.8741, grad_norm: 2.5470 2020-10-14 20:03:16,312 - mmaction - INFO - Epoch [7][1460/1743] lr: 1.000e-02, eta: 2 days, 7:28:22, time: 1.877, data_time: 0.007, memory: 3025, loss_cls: 2.8804, loss: 2.8804, grad_norm: 2.6031 2020-10-14 20:03:55,406 - mmaction - INFO - Epoch [7][1480/1743] lr: 1.000e-02, eta: 2 days, 7:31:14, time: 1.953, data_time: 0.008, memory: 3025, loss_cls: 2.8718, loss: 2.8718, grad_norm: 2.5747 2020-10-14 20:04:32,151 - mmaction - INFO - Epoch [7][1500/1743] lr: 1.000e-02, eta: 2 days, 7:33:34, time: 1.839, data_time: 0.042, memory: 3025, loss_cls: 2.8390, loss: 2.8390, grad_norm: 2.5736 2020-10-14 20:05:11,704 - mmaction - INFO - Epoch [7][1520/1743] lr: 1.000e-02, eta: 2 days, 7:36:31, time: 1.976, data_time: 0.211, memory: 3025, loss_cls: 2.8941, loss: 2.8941, grad_norm: 2.5951 2020-10-14 20:05:50,037 - mmaction - INFO - Epoch [7][1540/1743] lr: 1.000e-02, eta: 2 days, 7:39:11, time: 1.914, data_time: 0.417, memory: 3025, loss_cls: 2.8499, loss: 2.8499, grad_norm: 2.5939 2020-10-14 20:06:27,452 - mmaction - INFO - Epoch [7][1560/1743] lr: 1.000e-02, eta: 2 days, 7:41:39, time: 1.874, data_time: 0.480, memory: 3025, loss_cls: 2.8870, loss: 2.8870, grad_norm: 2.6098 2020-10-14 20:07:07,145 - mmaction - INFO - Epoch [7][1580/1743] lr: 1.000e-02, eta: 2 days, 7:44:36, time: 1.986, data_time: 0.991, memory: 3025, loss_cls: 2.9167, loss: 2.9167, grad_norm: 2.5660 2020-10-14 20:07:46,547 - mmaction - INFO - Epoch [7][1600/1743] lr: 1.000e-02, eta: 2 days, 7:47:29, time: 1.969, data_time: 0.159, memory: 3025, loss_cls: 2.8626, loss: 2.8626, grad_norm: 2.5331 2020-10-14 20:08:27,468 - mmaction - INFO - Epoch [7][1620/1743] lr: 1.000e-02, eta: 2 days, 7:50:41, time: 2.046, data_time: 0.820, memory: 3025, loss_cls: 2.8997, loss: 2.8997, grad_norm: 2.6034 2020-10-14 20:09:05,783 - mmaction - INFO - Epoch [7][1640/1743] lr: 1.000e-02, eta: 2 days, 7:53:17, time: 1.915, data_time: 0.001, memory: 3025, loss_cls: 2.8564, loss: 2.8564, grad_norm: 2.5344 2020-10-14 20:09:44,204 - mmaction - INFO - Epoch [7][1660/1743] lr: 1.000e-02, eta: 2 days, 7:55:55, time: 1.922, data_time: 0.002, memory: 3025, loss_cls: 2.8912, loss: 2.8912, grad_norm: 2.5930 2020-10-14 20:10:22,929 - mmaction - INFO - Epoch [7][1680/1743] lr: 1.000e-02, eta: 2 days, 7:58:36, time: 1.936, data_time: 0.001, memory: 3025, loss_cls: 2.8240, loss: 2.8240, grad_norm: 2.5369 2020-10-14 20:11:01,235 - mmaction - INFO - Epoch [7][1700/1743] lr: 1.000e-02, eta: 2 days, 8:01:10, time: 1.914, data_time: 0.001, memory: 3025, loss_cls: 2.8779, loss: 2.8779, grad_norm: 2.5562 2020-10-14 20:11:40,511 - mmaction - INFO - Epoch [7][1720/1743] lr: 1.000e-02, eta: 2 days, 8:03:57, time: 1.964, data_time: 0.002, memory: 3025, loss_cls: 2.8668, loss: 2.8668, grad_norm: 2.5545 2020-10-14 20:12:19,068 - mmaction - INFO - Epoch [7][1740/1743] lr: 1.000e-02, eta: 2 days, 8:06:34, time: 1.927, data_time: 0.002, memory: 3025, loss_cls: 2.8815, loss: 2.8815, grad_norm: 2.6418 2020-10-14 20:13:14,440 - mmaction - INFO - Epoch [8][20/1743] lr: 1.000e-02, eta: 2 days, 8:10:37, time: 2.457, data_time: 0.818, memory: 3025, loss_cls: 2.8451, loss: 2.8451, grad_norm: 2.6089 2020-10-14 20:13:51,469 - mmaction - INFO - Epoch [8][40/1743] lr: 1.000e-02, eta: 2 days, 8:12:52, time: 1.852, data_time: 0.010, memory: 3025, loss_cls: 2.8629, loss: 2.8629, grad_norm: 2.5706 2020-10-14 20:14:28,478 - mmaction - INFO - Epoch [8][60/1743] lr: 1.000e-02, eta: 2 days, 8:15:06, time: 1.852, data_time: 0.003, memory: 3025, loss_cls: 2.8430, loss: 2.8430, grad_norm: 2.5876 2020-10-14 20:15:04,683 - mmaction - INFO - Epoch [8][80/1743] lr: 1.000e-02, eta: 2 days, 8:17:09, time: 1.811, data_time: 0.001, memory: 3025, loss_cls: 2.8702, loss: 2.8702, grad_norm: 2.6127 2020-10-14 20:15:41,251 - mmaction - INFO - Epoch [8][100/1743] lr: 1.000e-02, eta: 2 days, 8:19:16, time: 1.827, data_time: 0.001, memory: 3025, loss_cls: 2.8409, loss: 2.8409, grad_norm: 2.5640 2020-10-14 20:16:17,544 - mmaction - INFO - Epoch [8][120/1743] lr: 1.000e-02, eta: 2 days, 8:21:19, time: 1.815, data_time: 0.046, memory: 3025, loss_cls: 2.8664, loss: 2.8664, grad_norm: 2.5579 2020-10-14 20:16:52,477 - mmaction - INFO - Epoch [8][140/1743] lr: 1.000e-02, eta: 2 days, 8:23:03, time: 1.743, data_time: 0.002, memory: 3025, loss_cls: 2.8472, loss: 2.8472, grad_norm: 2.5799 2020-10-14 20:17:29,246 - mmaction - INFO - Epoch [8][160/1743] lr: 1.000e-02, eta: 2 days, 8:25:12, time: 1.842, data_time: 0.005, memory: 3025, loss_cls: 2.8490, loss: 2.8490, grad_norm: 2.6016 2020-10-14 20:18:03,121 - mmaction - INFO - Epoch [8][180/1743] lr: 1.000e-02, eta: 2 days, 8:26:42, time: 1.694, data_time: 0.030, memory: 3025, loss_cls: 2.8350, loss: 2.8350, grad_norm: 2.5604 2020-10-14 20:18:40,090 - mmaction - INFO - Epoch [8][200/1743] lr: 1.000e-02, eta: 2 days, 8:28:52, time: 1.848, data_time: 0.058, memory: 3025, loss_cls: 2.8248, loss: 2.8248, grad_norm: 2.5593 2020-10-14 20:19:15,343 - mmaction - INFO - Epoch [8][220/1743] lr: 1.000e-02, eta: 2 days, 8:30:38, time: 1.759, data_time: 0.002, memory: 3025, loss_cls: 2.8599, loss: 2.8599, grad_norm: 2.5675 2020-10-14 20:19:50,899 - mmaction - INFO - Epoch [8][240/1743] lr: 1.000e-02, eta: 2 days, 8:32:29, time: 1.780, data_time: 0.219, memory: 3025, loss_cls: 2.8776, loss: 2.8776, grad_norm: 2.6163 2020-10-14 20:20:26,371 - mmaction - INFO - Epoch [8][260/1743] lr: 1.000e-02, eta: 2 days, 8:34:18, time: 1.775, data_time: 0.436, memory: 3025, loss_cls: 2.8345, loss: 2.8345, grad_norm: 2.5926 2020-10-14 20:21:55,448 - mmaction - INFO - Epoch [8][280/1743] lr: 1.000e-02, eta: 2 days, 8:47:42, time: 4.454, data_time: 0.142, memory: 3025, loss_cls: 2.8783, loss: 2.8783, grad_norm: 2.5897 2020-10-14 20:22:30,911 - mmaction - INFO - Epoch [8][300/1743] lr: 1.000e-02, eta: 2 days, 8:49:28, time: 1.773, data_time: 0.001, memory: 3025, loss_cls: 2.8744, loss: 2.8744, grad_norm: 2.5903 2020-10-14 20:23:07,155 - mmaction - INFO - Epoch [8][320/1743] lr: 1.000e-02, eta: 2 days, 8:51:24, time: 1.812, data_time: 0.009, memory: 3025, loss_cls: 2.8251, loss: 2.8251, grad_norm: 2.6154 2020-10-14 20:23:47,382 - mmaction - INFO - Epoch [8][340/1743] lr: 1.000e-02, eta: 2 days, 8:54:12, time: 2.013, data_time: 0.010, memory: 3025, loss_cls: 2.8590, loss: 2.8590, grad_norm: 2.5759 2020-10-14 20:24:42,953 - mmaction - INFO - Epoch [8][360/1743] lr: 1.000e-02, eta: 2 days, 9:00:14, time: 2.770, data_time: 0.001, memory: 3025, loss_cls: 2.8379, loss: 2.8379, grad_norm: 2.5347 2020-10-14 20:25:21,843 - mmaction - INFO - Epoch [8][380/1743] lr: 1.000e-02, eta: 2 days, 9:02:44, time: 1.950, data_time: 0.010, memory: 3025, loss_cls: 2.8505, loss: 2.8505, grad_norm: 2.5506 2020-10-14 20:25:58,707 - mmaction - INFO - Epoch [8][400/1743] lr: 1.000e-02, eta: 2 days, 9:04:46, time: 1.845, data_time: 0.003, memory: 3025, loss_cls: 2.8393, loss: 2.8393, grad_norm: 2.6093 2020-10-14 20:26:41,234 - mmaction - INFO - Epoch [8][420/1743] lr: 1.000e-02, eta: 2 days, 9:08:00, time: 2.127, data_time: 0.047, memory: 3025, loss_cls: 2.8545, loss: 2.8545, grad_norm: 2.5809 2020-10-14 20:27:22,908 - mmaction - INFO - Epoch [8][440/1743] lr: 1.000e-02, eta: 2 days, 9:11:01, time: 2.082, data_time: 0.002, memory: 3025, loss_cls: 2.8858, loss: 2.8858, grad_norm: 2.5802 2020-10-14 20:28:00,289 - mmaction - INFO - Epoch [8][460/1743] lr: 1.000e-02, eta: 2 days, 9:13:08, time: 1.868, data_time: 0.003, memory: 3025, loss_cls: 2.8539, loss: 2.8539, grad_norm: 2.6140 2020-10-14 20:28:41,168 - mmaction - INFO - Epoch [8][480/1743] lr: 1.000e-02, eta: 2 days, 9:15:59, time: 2.046, data_time: 0.011, memory: 3025, loss_cls: 2.8464, loss: 2.8464, grad_norm: 2.5986 2020-10-14 20:29:22,858 - mmaction - INFO - Epoch [8][500/1743] lr: 1.000e-02, eta: 2 days, 9:18:59, time: 2.085, data_time: 0.002, memory: 3025, loss_cls: 2.8644, loss: 2.8644, grad_norm: 2.5830 2020-10-14 20:30:00,865 - mmaction - INFO - Epoch [8][520/1743] lr: 1.000e-02, eta: 2 days, 9:21:11, time: 1.897, data_time: 0.002, memory: 3025, loss_cls: 2.8269, loss: 2.8269, grad_norm: 2.5680 2020-10-14 20:30:41,702 - mmaction - INFO - Epoch [8][540/1743] lr: 1.000e-02, eta: 2 days, 9:24:00, time: 2.045, data_time: 0.076, memory: 3025, loss_cls: 2.8767, loss: 2.8767, grad_norm: 2.6316 2020-10-14 20:31:19,264 - mmaction - INFO - Epoch [8][560/1743] lr: 1.000e-02, eta: 2 days, 9:26:06, time: 1.878, data_time: 0.019, memory: 3025, loss_cls: 2.8757, loss: 2.8757, grad_norm: 2.6048 2020-10-14 20:31:57,594 - mmaction - INFO - Epoch [8][580/1743] lr: 1.000e-02, eta: 2 days, 9:28:22, time: 1.916, data_time: 0.003, memory: 3025, loss_cls: 2.8502, loss: 2.8502, grad_norm: 2.5948 2020-10-14 20:32:36,080 - mmaction - INFO - Epoch [8][600/1743] lr: 1.000e-02, eta: 2 days, 9:30:38, time: 1.922, data_time: 0.315, memory: 3025, loss_cls: 2.8235, loss: 2.8235, grad_norm: 2.5726 2020-10-14 20:33:16,474 - mmaction - INFO - Epoch [8][620/1743] lr: 1.000e-02, eta: 2 days, 9:33:19, time: 2.022, data_time: 0.296, memory: 3025, loss_cls: 2.8370, loss: 2.8370, grad_norm: 2.5598 2020-10-14 20:33:55,794 - mmaction - INFO - Epoch [8][640/1743] lr: 1.000e-02, eta: 2 days, 9:35:44, time: 1.965, data_time: 0.011, memory: 3025, loss_cls: 2.8292, loss: 2.8292, grad_norm: 2.5808 2020-10-14 20:34:35,924 - mmaction - INFO - Epoch [8][660/1743] lr: 1.000e-02, eta: 2 days, 9:38:20, time: 2.007, data_time: 0.003, memory: 3025, loss_cls: 2.8459, loss: 2.8459, grad_norm: 2.5992 2020-10-14 20:35:13,997 - mmaction - INFO - Epoch [8][680/1743] lr: 1.000e-02, eta: 2 days, 9:40:30, time: 1.904, data_time: 0.001, memory: 3025, loss_cls: 2.8377, loss: 2.8377, grad_norm: 2.6473 2020-10-14 20:35:54,027 - mmaction - INFO - Epoch [8][700/1743] lr: 1.000e-02, eta: 2 days, 9:43:02, time: 1.996, data_time: 0.001, memory: 3025, loss_cls: 2.8288, loss: 2.8288, grad_norm: 2.5925 2020-10-14 20:36:34,144 - mmaction - INFO - Epoch [8][720/1743] lr: 1.000e-02, eta: 2 days, 9:45:37, time: 2.011, data_time: 0.007, memory: 3025, loss_cls: 2.8418, loss: 2.8418, grad_norm: 2.6055 2020-10-14 20:37:16,278 - mmaction - INFO - Epoch [8][740/1743] lr: 1.000e-02, eta: 2 days, 9:48:35, time: 2.106, data_time: 0.002, memory: 3025, loss_cls: 2.8494, loss: 2.8494, grad_norm: 2.5879 2020-10-14 20:37:56,057 - mmaction - INFO - Epoch [8][760/1743] lr: 1.000e-02, eta: 2 days, 9:51:03, time: 1.989, data_time: 0.002, memory: 3025, loss_cls: 2.8789, loss: 2.8789, grad_norm: 2.5810 2020-10-14 20:38:35,033 - mmaction - INFO - Epoch [8][780/1743] lr: 1.000e-02, eta: 2 days, 9:53:20, time: 1.948, data_time: 0.002, memory: 3025, loss_cls: 2.8486, loss: 2.8486, grad_norm: 2.5523 2020-10-14 20:39:13,263 - mmaction - INFO - Epoch [8][800/1743] lr: 1.000e-02, eta: 2 days, 9:55:28, time: 1.911, data_time: 0.447, memory: 3025, loss_cls: 2.8045, loss: 2.8045, grad_norm: 2.5942 2020-10-14 20:39:52,174 - mmaction - INFO - Epoch [8][820/1743] lr: 1.000e-02, eta: 2 days, 9:57:44, time: 1.947, data_time: 0.435, memory: 3025, loss_cls: 2.8510, loss: 2.8510, grad_norm: 2.5952 2020-10-14 20:40:32,006 - mmaction - INFO - Epoch [8][840/1743] lr: 1.000e-02, eta: 2 days, 10:00:10, time: 1.988, data_time: 0.034, memory: 3025, loss_cls: 2.8264, loss: 2.8264, grad_norm: 2.6190 2020-10-14 20:41:09,886 - mmaction - INFO - Epoch [8][860/1743] lr: 1.000e-02, eta: 2 days, 10:02:13, time: 1.897, data_time: 0.007, memory: 3025, loss_cls: 2.8433, loss: 2.8433, grad_norm: 2.5721 2020-10-14 20:41:48,272 - mmaction - INFO - Epoch [8][880/1743] lr: 1.000e-02, eta: 2 days, 10:04:20, time: 1.917, data_time: 0.003, memory: 3025, loss_cls: 2.8447, loss: 2.8447, grad_norm: 2.6435 2020-10-14 20:42:25,375 - mmaction - INFO - Epoch [8][900/1743] lr: 1.000e-02, eta: 2 days, 10:06:12, time: 1.857, data_time: 0.005, memory: 3025, loss_cls: 2.8609, loss: 2.8609, grad_norm: 2.6326 2020-10-14 20:43:05,030 - mmaction - INFO - Epoch [8][920/1743] lr: 1.000e-02, eta: 2 days, 10:08:35, time: 1.985, data_time: 0.004, memory: 3025, loss_cls: 2.8408, loss: 2.8408, grad_norm: 2.6171 2020-10-14 20:43:43,658 - mmaction - INFO - Epoch [8][940/1743] lr: 1.000e-02, eta: 2 days, 10:10:43, time: 1.928, data_time: 0.001, memory: 3025, loss_cls: 2.8363, loss: 2.8363, grad_norm: 2.6108 2020-10-14 20:44:24,346 - mmaction - INFO - Epoch [8][960/1743] lr: 1.000e-02, eta: 2 days, 10:13:18, time: 2.035, data_time: 0.004, memory: 3025, loss_cls: 2.8106, loss: 2.8106, grad_norm: 2.5406 2020-10-14 20:45:01,950 - mmaction - INFO - Epoch [8][980/1743] lr: 1.000e-02, eta: 2 days, 10:15:13, time: 1.881, data_time: 0.003, memory: 3025, loss_cls: 2.8364, loss: 2.8364, grad_norm: 2.5755 2020-10-14 20:45:39,043 - mmaction - INFO - Epoch [8][1000/1743] lr: 1.000e-02, eta: 2 days, 10:17:01, time: 1.851, data_time: 0.002, memory: 3025, loss_cls: 2.8526, loss: 2.8526, grad_norm: 2.6258 2020-10-14 20:46:17,819 - mmaction - INFO - Epoch [8][1020/1743] lr: 1.000e-02, eta: 2 days, 10:19:12, time: 1.944, data_time: 0.007, memory: 3025, loss_cls: 2.8645, loss: 2.8645, grad_norm: 2.6113 2020-10-14 20:46:56,749 - mmaction - INFO - Epoch [8][1040/1743] lr: 1.000e-02, eta: 2 days, 10:21:21, time: 1.943, data_time: 0.003, memory: 3025, loss_cls: 2.8610, loss: 2.8610, grad_norm: 2.6493 2020-10-14 20:47:33,925 - mmaction - INFO - Epoch [8][1060/1743] lr: 1.000e-02, eta: 2 days, 10:23:11, time: 1.862, data_time: 0.005, memory: 3025, loss_cls: 2.8536, loss: 2.8536, grad_norm: 2.6200 2020-10-14 20:48:11,599 - mmaction - INFO - Epoch [8][1080/1743] lr: 1.000e-02, eta: 2 days, 10:25:04, time: 1.882, data_time: 0.002, memory: 3025, loss_cls: 2.8633, loss: 2.8633, grad_norm: 2.6088 2020-10-14 20:48:47,511 - mmaction - INFO - Epoch [8][1100/1743] lr: 1.000e-02, eta: 2 days, 10:26:36, time: 1.794, data_time: 0.004, memory: 3025, loss_cls: 2.8550, loss: 2.8550, grad_norm: 2.5755 2020-10-14 20:49:25,035 - mmaction - INFO - Epoch [8][1120/1743] lr: 1.000e-02, eta: 2 days, 10:28:28, time: 1.876, data_time: 0.004, memory: 3025, loss_cls: 2.8456, loss: 2.8456, grad_norm: 2.5900 2020-10-14 20:49:58,696 - mmaction - INFO - Epoch [8][1140/1743] lr: 1.000e-02, eta: 2 days, 10:29:33, time: 1.685, data_time: 0.006, memory: 3025, loss_cls: 2.8259, loss: 2.8259, grad_norm: 2.6224 2020-10-14 20:50:37,068 - mmaction - INFO - Epoch [8][1160/1743] lr: 1.000e-02, eta: 2 days, 10:31:34, time: 1.920, data_time: 0.002, memory: 3025, loss_cls: 2.8549, loss: 2.8549, grad_norm: 2.5948 2020-10-14 20:51:12,915 - mmaction - INFO - Epoch [8][1180/1743] lr: 1.000e-02, eta: 2 days, 10:33:04, time: 1.791, data_time: 0.017, memory: 3025, loss_cls: 2.7928, loss: 2.7928, grad_norm: 2.5454 2020-10-14 20:51:50,579 - mmaction - INFO - Epoch [8][1200/1743] lr: 1.000e-02, eta: 2 days, 10:34:55, time: 1.884, data_time: 0.002, memory: 3025, loss_cls: 2.8397, loss: 2.8397, grad_norm: 2.6138 2020-10-14 20:52:28,067 - mmaction - INFO - Epoch [8][1220/1743] lr: 1.000e-02, eta: 2 days, 10:36:44, time: 1.872, data_time: 0.001, memory: 3025, loss_cls: 2.8869, loss: 2.8869, grad_norm: 2.5972 2020-10-14 20:53:04,545 - mmaction - INFO - Epoch [8][1240/1743] lr: 1.000e-02, eta: 2 days, 10:38:21, time: 1.826, data_time: 0.005, memory: 3025, loss_cls: 2.8674, loss: 2.8674, grad_norm: 2.5905 2020-10-14 20:53:40,643 - mmaction - INFO - Epoch [8][1260/1743] lr: 1.000e-02, eta: 2 days, 10:39:52, time: 1.805, data_time: 0.002, memory: 3025, loss_cls: 2.8388, loss: 2.8388, grad_norm: 2.5770 2020-10-14 20:54:17,636 - mmaction - INFO - Epoch [8][1280/1743] lr: 1.000e-02, eta: 2 days, 10:41:34, time: 1.850, data_time: 0.002, memory: 3025, loss_cls: 2.8351, loss: 2.8351, grad_norm: 2.5806 2020-10-14 20:54:54,761 - mmaction - INFO - Epoch [8][1300/1743] lr: 1.000e-02, eta: 2 days, 10:43:17, time: 1.856, data_time: 0.210, memory: 3025, loss_cls: 2.8817, loss: 2.8817, grad_norm: 2.5869 2020-10-14 20:55:30,279 - mmaction - INFO - Epoch [8][1320/1743] lr: 1.000e-02, eta: 2 days, 10:44:40, time: 1.774, data_time: 0.567, memory: 3025, loss_cls: 2.8637, loss: 2.8637, grad_norm: 2.6206 2020-10-14 20:56:06,034 - mmaction - INFO - Epoch [8][1340/1743] lr: 1.000e-02, eta: 2 days, 10:46:06, time: 1.789, data_time: 0.006, memory: 3025, loss_cls: 2.8574, loss: 2.8574, grad_norm: 2.6257 2020-10-14 20:56:43,358 - mmaction - INFO - Epoch [8][1360/1743] lr: 1.000e-02, eta: 2 days, 10:47:50, time: 1.866, data_time: 0.011, memory: 3025, loss_cls: 2.8394, loss: 2.8394, grad_norm: 2.5766 2020-10-14 20:57:19,006 - mmaction - INFO - Epoch [8][1380/1743] lr: 1.000e-02, eta: 2 days, 10:49:13, time: 1.781, data_time: 0.205, memory: 3025, loss_cls: 2.8477, loss: 2.8477, grad_norm: 2.5668 2020-10-14 20:57:57,316 - mmaction - INFO - Epoch [8][1400/1743] lr: 1.000e-02, eta: 2 days, 10:51:09, time: 1.919, data_time: 0.816, memory: 3025, loss_cls: 2.8267, loss: 2.8267, grad_norm: 2.5576 2020-10-14 20:58:34,894 - mmaction - INFO - Epoch [8][1420/1743] lr: 1.000e-02, eta: 2 days, 10:52:54, time: 1.874, data_time: 0.041, memory: 3025, loss_cls: 2.8291, loss: 2.8291, grad_norm: 2.6169 2020-10-14 20:59:09,004 - mmaction - INFO - Epoch [8][1440/1743] lr: 1.000e-02, eta: 2 days, 10:53:59, time: 1.710, data_time: 0.006, memory: 3025, loss_cls: 2.8837, loss: 2.8837, grad_norm: 2.6502 2020-10-14 20:59:44,971 - mmaction - INFO - Epoch [8][1460/1743] lr: 1.000e-02, eta: 2 days, 10:55:25, time: 1.797, data_time: 0.002, memory: 3025, loss_cls: 2.8578, loss: 2.8578, grad_norm: 2.5927 2020-10-14 21:00:27,552 - mmaction - INFO - Epoch [8][1480/1743] lr: 1.000e-02, eta: 2 days, 10:58:08, time: 2.129, data_time: 0.354, memory: 3025, loss_cls: 2.8679, loss: 2.8679, grad_norm: 2.6195 2020-10-14 21:01:06,466 - mmaction - INFO - Epoch [8][1500/1743] lr: 1.000e-02, eta: 2 days, 11:00:08, time: 1.946, data_time: 0.628, memory: 3025, loss_cls: 2.8395, loss: 2.8395, grad_norm: 2.5369 2020-10-14 21:01:46,411 - mmaction - INFO - Epoch [8][1520/1743] lr: 1.000e-02, eta: 2 days, 11:02:19, time: 1.995, data_time: 0.774, memory: 3025, loss_cls: 2.8540, loss: 2.8540, grad_norm: 2.6010 2020-10-14 21:02:25,041 - mmaction - INFO - Epoch [8][1540/1743] lr: 1.000e-02, eta: 2 days, 11:04:16, time: 1.935, data_time: 0.214, memory: 3025, loss_cls: 2.8457, loss: 2.8457, grad_norm: 2.5890 2020-10-14 21:03:02,782 - mmaction - INFO - Epoch [8][1560/1743] lr: 1.000e-02, eta: 2 days, 11:06:00, time: 1.887, data_time: 0.524, memory: 3025, loss_cls: 2.8633, loss: 2.8633, grad_norm: 2.6103 2020-10-14 21:03:41,038 - mmaction - INFO - Epoch [8][1580/1743] lr: 1.000e-02, eta: 2 days, 11:07:51, time: 1.913, data_time: 0.205, memory: 3025, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.5910 2020-10-14 21:04:20,614 - mmaction - INFO - Epoch [8][1600/1743] lr: 1.000e-02, eta: 2 days, 11:09:56, time: 1.979, data_time: 0.232, memory: 3025, loss_cls: 2.8464, loss: 2.8464, grad_norm: 2.5871 2020-10-14 21:04:57,897 - mmaction - INFO - Epoch [8][1620/1743] lr: 1.000e-02, eta: 2 days, 11:11:34, time: 1.863, data_time: 0.515, memory: 3025, loss_cls: 2.8780, loss: 2.8780, grad_norm: 2.6390 2020-10-14 21:05:38,777 - mmaction - INFO - Epoch [8][1640/1743] lr: 1.000e-02, eta: 2 days, 11:13:53, time: 2.043, data_time: 0.299, memory: 3025, loss_cls: 2.8598, loss: 2.8598, grad_norm: 2.6432 2020-10-14 21:06:14,402 - mmaction - INFO - Epoch [8][1660/1743] lr: 1.000e-02, eta: 2 days, 11:15:12, time: 1.782, data_time: 0.264, memory: 3025, loss_cls: 2.8299, loss: 2.8299, grad_norm: 2.6259 2020-10-14 21:06:52,947 - mmaction - INFO - Epoch [8][1680/1743] lr: 1.000e-02, eta: 2 days, 11:17:04, time: 1.928, data_time: 0.025, memory: 3025, loss_cls: 2.8219, loss: 2.8219, grad_norm: 2.6093 2020-10-14 21:07:32,191 - mmaction - INFO - Epoch [8][1700/1743] lr: 1.000e-02, eta: 2 days, 11:19:03, time: 1.962, data_time: 0.072, memory: 3025, loss_cls: 2.8065, loss: 2.8065, grad_norm: 2.5915 2020-10-14 21:08:13,732 - mmaction - INFO - Epoch [8][1720/1743] lr: 1.000e-02, eta: 2 days, 11:21:28, time: 2.077, data_time: 0.023, memory: 3025, loss_cls: 2.7948, loss: 2.7948, grad_norm: 2.5338 2020-10-14 21:08:54,028 - mmaction - INFO - Epoch [8][1740/1743] lr: 1.000e-02, eta: 2 days, 11:23:38, time: 2.014, data_time: 0.004, memory: 3025, loss_cls: 2.8169, loss: 2.8169, grad_norm: 2.5765 2020-10-14 21:10:38,012 - mmaction - INFO - Epoch [9][20/1743] lr: 1.000e-02, eta: 2 days, 11:32:46, time: 4.050, data_time: 2.379, memory: 3025, loss_cls: 2.8069, loss: 2.8069, grad_norm: 2.5785 2020-10-14 21:11:17,257 - mmaction - INFO - Epoch [9][40/1743] lr: 1.000e-02, eta: 2 days, 11:34:42, time: 1.963, data_time: 0.005, memory: 3025, loss_cls: 2.8022, loss: 2.8022, grad_norm: 2.5828 2020-10-14 21:11:58,284 - mmaction - INFO - Epoch [9][60/1743] lr: 1.000e-02, eta: 2 days, 11:36:58, time: 2.049, data_time: 0.004, memory: 3025, loss_cls: 2.7945, loss: 2.7945, grad_norm: 2.5686 2020-10-14 21:12:37,524 - mmaction - INFO - Epoch [9][80/1743] lr: 1.000e-02, eta: 2 days, 11:38:54, time: 1.964, data_time: 0.004, memory: 3025, loss_cls: 2.8076, loss: 2.8076, grad_norm: 2.6002 2020-10-14 21:13:18,591 - mmaction - INFO - Epoch [9][100/1743] lr: 1.000e-02, eta: 2 days, 11:41:10, time: 2.052, data_time: 0.001, memory: 3025, loss_cls: 2.8039, loss: 2.8039, grad_norm: 2.5809 2020-10-14 21:13:56,195 - mmaction - INFO - Epoch [9][120/1743] lr: 1.000e-02, eta: 2 days, 11:42:47, time: 1.882, data_time: 0.003, memory: 3025, loss_cls: 2.7973, loss: 2.7973, grad_norm: 2.6074 2020-10-14 21:14:38,029 - mmaction - INFO - Epoch [9][140/1743] lr: 1.000e-02, eta: 2 days, 11:45:10, time: 2.091, data_time: 0.001, memory: 3025, loss_cls: 2.7830, loss: 2.7830, grad_norm: 2.5997 2020-10-14 21:15:17,800 - mmaction - INFO - Epoch [9][160/1743] lr: 1.000e-02, eta: 2 days, 11:47:10, time: 1.989, data_time: 0.002, memory: 3025, loss_cls: 2.8217, loss: 2.8217, grad_norm: 2.5823 2020-10-14 21:15:57,394 - mmaction - INFO - Epoch [9][180/1743] lr: 1.000e-02, eta: 2 days, 11:49:08, time: 1.980, data_time: 0.001, memory: 3025, loss_cls: 2.8350, loss: 2.8350, grad_norm: 2.6622 2020-10-14 21:16:38,325 - mmaction - INFO - Epoch [9][200/1743] lr: 1.000e-02, eta: 2 days, 11:51:20, time: 2.046, data_time: 0.001, memory: 3025, loss_cls: 2.7775, loss: 2.7775, grad_norm: 2.5876 2020-10-14 21:17:17,835 - mmaction - INFO - Epoch [9][220/1743] lr: 1.000e-02, eta: 2 days, 11:53:15, time: 1.976, data_time: 0.002, memory: 3025, loss_cls: 2.8371, loss: 2.8371, grad_norm: 2.5774 2020-10-14 21:17:55,563 - mmaction - INFO - Epoch [9][240/1743] lr: 1.000e-02, eta: 2 days, 11:54:50, time: 1.886, data_time: 0.001, memory: 3025, loss_cls: 2.8117, loss: 2.8117, grad_norm: 2.5894 2020-10-14 21:18:36,384 - mmaction - INFO - Epoch [9][260/1743] lr: 1.000e-02, eta: 2 days, 11:57:00, time: 2.041, data_time: 0.259, memory: 3025, loss_cls: 2.8184, loss: 2.8184, grad_norm: 2.5769 2020-10-14 21:19:15,905 - mmaction - INFO - Epoch [9][280/1743] lr: 1.000e-02, eta: 2 days, 11:58:54, time: 1.976, data_time: 0.843, memory: 3025, loss_cls: 2.8313, loss: 2.8313, grad_norm: 2.5846 2020-10-14 21:19:58,485 - mmaction - INFO - Epoch [9][300/1743] lr: 1.000e-02, eta: 2 days, 12:01:22, time: 2.128, data_time: 0.520, memory: 3025, loss_cls: 2.8054, loss: 2.8054, grad_norm: 2.6188 2020-10-14 21:20:37,523 - mmaction - INFO - Epoch [9][320/1743] lr: 1.000e-02, eta: 2 days, 12:03:11, time: 1.952, data_time: 0.002, memory: 3025, loss_cls: 2.8076, loss: 2.8076, grad_norm: 2.5723 2020-10-14 21:21:14,508 - mmaction - INFO - Epoch [9][340/1743] lr: 1.000e-02, eta: 2 days, 12:04:35, time: 1.847, data_time: 0.002, memory: 3025, loss_cls: 2.8420, loss: 2.8420, grad_norm: 2.6660 2020-10-14 21:21:54,423 - mmaction - INFO - Epoch [9][360/1743] lr: 1.000e-02, eta: 2 days, 12:06:32, time: 1.998, data_time: 0.004, memory: 3025, loss_cls: 2.8444, loss: 2.8444, grad_norm: 2.6168 2020-10-14 21:22:30,898 - mmaction - INFO - Epoch [9][380/1743] lr: 1.000e-02, eta: 2 days, 12:07:50, time: 1.823, data_time: 0.002, memory: 3025, loss_cls: 2.8430, loss: 2.8430, grad_norm: 2.6420 2020-10-14 21:23:10,684 - mmaction - INFO - Epoch [9][400/1743] lr: 1.000e-02, eta: 2 days, 12:09:45, time: 1.991, data_time: 0.003, memory: 3025, loss_cls: 2.8226, loss: 2.8226, grad_norm: 2.5842 2020-10-14 21:23:49,651 - mmaction - INFO - Epoch [9][420/1743] lr: 1.000e-02, eta: 2 days, 12:11:31, time: 1.948, data_time: 0.001, memory: 3025, loss_cls: 2.8402, loss: 2.8402, grad_norm: 2.6516 2020-10-14 21:24:24,809 - mmaction - INFO - Epoch [9][440/1743] lr: 1.000e-02, eta: 2 days, 12:12:33, time: 1.756, data_time: 0.196, memory: 3025, loss_cls: 2.8036, loss: 2.8036, grad_norm: 2.5876 2020-10-14 21:25:01,718 - mmaction - INFO - Epoch [9][460/1743] lr: 1.000e-02, eta: 2 days, 12:13:55, time: 1.848, data_time: 0.855, memory: 3025, loss_cls: 2.8203, loss: 2.8203, grad_norm: 2.6111 2020-10-14 21:25:39,156 - mmaction - INFO - Epoch [9][480/1743] lr: 1.000e-02, eta: 2 days, 12:15:22, time: 1.871, data_time: 0.685, memory: 3025, loss_cls: 2.8069, loss: 2.8069, grad_norm: 2.5939 2020-10-14 21:26:16,689 - mmaction - INFO - Epoch [9][500/1743] lr: 1.000e-02, eta: 2 days, 12:16:49, time: 1.874, data_time: 0.270, memory: 3025, loss_cls: 2.8193, loss: 2.8193, grad_norm: 2.6584 2020-10-14 21:26:54,711 - mmaction - INFO - Epoch [9][520/1743] lr: 1.000e-02, eta: 2 days, 12:18:23, time: 1.903, data_time: 0.197, memory: 3025, loss_cls: 2.7959, loss: 2.7959, grad_norm: 2.6364 2020-10-14 21:27:31,243 - mmaction - INFO - Epoch [9][540/1743] lr: 1.000e-02, eta: 2 days, 12:19:39, time: 1.827, data_time: 1.168, memory: 3025, loss_cls: 2.8109, loss: 2.8109, grad_norm: 2.6080 2020-10-14 21:28:08,250 - mmaction - INFO - Epoch [9][560/1743] lr: 1.000e-02, eta: 2 days, 12:21:00, time: 1.851, data_time: 0.492, memory: 3025, loss_cls: 2.8110, loss: 2.8110, grad_norm: 2.6250 2020-10-14 21:28:46,031 - mmaction - INFO - Epoch [9][580/1743] lr: 1.000e-02, eta: 2 days, 12:22:29, time: 1.889, data_time: 0.161, memory: 3025, loss_cls: 2.8047, loss: 2.8047, grad_norm: 2.5987 2020-10-14 21:29:23,617 - mmaction - INFO - Epoch [9][600/1743] lr: 1.000e-02, eta: 2 days, 12:23:56, time: 1.878, data_time: 0.016, memory: 3025, loss_cls: 2.8106, loss: 2.8106, grad_norm: 2.6640 2020-10-14 21:30:02,424 - mmaction - INFO - Epoch [9][620/1743] lr: 1.000e-02, eta: 2 days, 12:25:35, time: 1.938, data_time: 0.003, memory: 3025, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.6208 2020-10-14 21:30:37,915 - mmaction - INFO - Epoch [9][640/1743] lr: 1.000e-02, eta: 2 days, 12:26:39, time: 1.778, data_time: 0.006, memory: 3025, loss_cls: 2.8218, loss: 2.8218, grad_norm: 2.5952 2020-10-14 21:31:13,846 - mmaction - INFO - Epoch [9][660/1743] lr: 1.000e-02, eta: 2 days, 12:27:47, time: 1.796, data_time: 0.044, memory: 3025, loss_cls: 2.8153, loss: 2.8153, grad_norm: 2.6380 2020-10-14 21:31:49,394 - mmaction - INFO - Epoch [9][680/1743] lr: 1.000e-02, eta: 2 days, 12:28:50, time: 1.777, data_time: 0.003, memory: 3025, loss_cls: 2.7933, loss: 2.7933, grad_norm: 2.5914 2020-10-14 21:32:23,963 - mmaction - INFO - Epoch [9][700/1743] lr: 1.000e-02, eta: 2 days, 12:29:42, time: 1.729, data_time: 0.416, memory: 3025, loss_cls: 2.8292, loss: 2.8292, grad_norm: 2.6123 2020-10-14 21:33:00,399 - mmaction - INFO - Epoch [9][720/1743] lr: 1.000e-02, eta: 2 days, 12:30:55, time: 1.823, data_time: 0.813, memory: 3025, loss_cls: 2.7918, loss: 2.7918, grad_norm: 2.6057 2020-10-14 21:33:37,258 - mmaction - INFO - Epoch [9][740/1743] lr: 1.000e-02, eta: 2 days, 12:32:11, time: 1.843, data_time: 0.001, memory: 3025, loss_cls: 2.8512, loss: 2.8512, grad_norm: 2.6166 2020-10-14 21:34:14,696 - mmaction - INFO - Epoch [9][760/1743] lr: 1.000e-02, eta: 2 days, 12:33:34, time: 1.871, data_time: 0.002, memory: 3025, loss_cls: 2.8275, loss: 2.8275, grad_norm: 2.6581 2020-10-14 21:34:50,445 - mmaction - INFO - Epoch [9][780/1743] lr: 1.000e-02, eta: 2 days, 12:34:38, time: 1.788, data_time: 0.002, memory: 3025, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.6271 2020-10-14 21:35:24,541 - mmaction - INFO - Epoch [9][800/1743] lr: 1.000e-02, eta: 2 days, 12:35:24, time: 1.704, data_time: 0.002, memory: 3025, loss_cls: 2.8288, loss: 2.8288, grad_norm: 2.6494 2020-10-14 21:35:59,976 - mmaction - INFO - Epoch [9][820/1743] lr: 1.000e-02, eta: 2 days, 12:36:24, time: 1.771, data_time: 0.007, memory: 3025, loss_cls: 2.7980, loss: 2.7980, grad_norm: 2.6438 2020-10-14 21:36:34,463 - mmaction - INFO - Epoch [9][840/1743] lr: 1.000e-02, eta: 2 days, 12:37:14, time: 1.725, data_time: 0.003, memory: 3025, loss_cls: 2.7940, loss: 2.7940, grad_norm: 2.5878 2020-10-14 21:37:09,953 - mmaction - INFO - Epoch [9][860/1743] lr: 1.000e-02, eta: 2 days, 12:38:13, time: 1.773, data_time: 0.003, memory: 3025, loss_cls: 2.8285, loss: 2.8285, grad_norm: 2.6200 2020-10-14 21:37:41,332 - mmaction - INFO - Epoch [9][880/1743] lr: 1.000e-02, eta: 2 days, 12:38:29, time: 1.568, data_time: 0.064, memory: 3025, loss_cls: 2.7781, loss: 2.7781, grad_norm: 2.6167 2020-10-14 21:38:15,985 - mmaction - INFO - Epoch [9][900/1743] lr: 1.000e-02, eta: 2 days, 12:39:20, time: 1.734, data_time: 0.045, memory: 3025, loss_cls: 2.8195, loss: 2.8195, grad_norm: 2.6381 2020-10-14 21:38:51,205 - mmaction - INFO - Epoch [9][920/1743] lr: 1.000e-02, eta: 2 days, 12:40:17, time: 1.760, data_time: 0.002, memory: 3025, loss_cls: 2.8257, loss: 2.8257, grad_norm: 2.6176 2020-10-14 21:39:26,440 - mmaction - INFO - Epoch [9][940/1743] lr: 1.000e-02, eta: 2 days, 12:41:14, time: 1.764, data_time: 0.004, memory: 3025, loss_cls: 2.8430, loss: 2.8430, grad_norm: 2.6522 2020-10-14 21:40:00,468 - mmaction - INFO - Epoch [9][960/1743] lr: 1.000e-02, eta: 2 days, 12:41:57, time: 1.702, data_time: 0.003, memory: 3025, loss_cls: 2.8392, loss: 2.8392, grad_norm: 2.6482 2020-10-14 21:40:36,837 - mmaction - INFO - Epoch [9][980/1743] lr: 1.000e-02, eta: 2 days, 12:43:05, time: 1.817, data_time: 0.002, memory: 3025, loss_cls: 2.8098, loss: 2.8098, grad_norm: 2.6426 2020-10-14 21:41:11,657 - mmaction - INFO - Epoch [9][1000/1743] lr: 1.000e-02, eta: 2 days, 12:43:55, time: 1.737, data_time: 0.002, memory: 3025, loss_cls: 2.7868, loss: 2.7868, grad_norm: 2.6236 2020-10-14 21:41:43,537 - mmaction - INFO - Epoch [9][1020/1743] lr: 1.000e-02, eta: 2 days, 12:44:16, time: 1.600, data_time: 0.039, memory: 3025, loss_cls: 2.8118, loss: 2.8118, grad_norm: 2.5931 2020-10-14 21:42:17,129 - mmaction - INFO - Epoch [9][1040/1743] lr: 1.000e-02, eta: 2 days, 12:44:54, time: 1.678, data_time: 0.120, memory: 3025, loss_cls: 2.7792, loss: 2.7792, grad_norm: 2.5926 2020-10-14 21:42:50,439 - mmaction - INFO - Epoch [9][1060/1743] lr: 1.000e-02, eta: 2 days, 12:45:29, time: 1.666, data_time: 0.003, memory: 3025, loss_cls: 2.8276, loss: 2.8276, grad_norm: 2.6450 2020-10-14 21:43:25,453 - mmaction - INFO - Epoch [9][1080/1743] lr: 1.000e-02, eta: 2 days, 12:46:21, time: 1.750, data_time: 0.002, memory: 3025, loss_cls: 2.8168, loss: 2.8168, grad_norm: 2.6330 2020-10-14 21:43:59,034 - mmaction - INFO - Epoch [9][1100/1743] lr: 1.000e-02, eta: 2 days, 12:46:58, time: 1.678, data_time: 0.002, memory: 3025, loss_cls: 2.7959, loss: 2.7959, grad_norm: 2.6197 2020-10-14 21:44:34,946 - mmaction - INFO - Epoch [9][1120/1743] lr: 1.000e-02, eta: 2 days, 12:48:00, time: 1.797, data_time: 0.006, memory: 3025, loss_cls: 2.8140, loss: 2.8140, grad_norm: 2.6267 2020-10-14 21:45:13,887 - mmaction - INFO - Epoch [9][1140/1743] lr: 1.000e-02, eta: 2 days, 12:49:34, time: 1.948, data_time: 0.001, memory: 3025, loss_cls: 2.7492, loss: 2.7492, grad_norm: 2.6042 2020-10-14 21:45:50,817 - mmaction - INFO - Epoch [9][1160/1743] lr: 1.000e-02, eta: 2 days, 12:50:44, time: 1.839, data_time: 0.002, memory: 3025, loss_cls: 2.8470, loss: 2.8470, grad_norm: 2.6482 2020-10-14 21:46:25,355 - mmaction - INFO - Epoch [9][1180/1743] lr: 1.000e-02, eta: 2 days, 12:51:32, time: 1.733, data_time: 0.009, memory: 3025, loss_cls: 2.8116, loss: 2.8116, grad_norm: 2.5964 2020-10-14 21:46:59,907 - mmaction - INFO - Epoch [9][1200/1743] lr: 1.000e-02, eta: 2 days, 12:52:17, time: 1.725, data_time: 0.003, memory: 3025, loss_cls: 2.7909, loss: 2.7909, grad_norm: 2.6345 2020-10-14 21:47:36,648 - mmaction - INFO - Epoch [9][1220/1743] lr: 1.000e-02, eta: 2 days, 12:53:27, time: 1.841, data_time: 0.007, memory: 3025, loss_cls: 2.8476, loss: 2.8476, grad_norm: 2.6562 2020-10-14 21:48:10,093 - mmaction - INFO - Epoch [9][1240/1743] lr: 1.000e-02, eta: 2 days, 12:54:01, time: 1.671, data_time: 0.004, memory: 3025, loss_cls: 2.7945, loss: 2.7945, grad_norm: 2.6356 2020-10-14 21:48:45,452 - mmaction - INFO - Epoch [9][1260/1743] lr: 1.000e-02, eta: 2 days, 12:54:55, time: 1.767, data_time: 0.001, memory: 3025, loss_cls: 2.8065, loss: 2.8065, grad_norm: 2.5934 2020-10-14 21:49:19,587 - mmaction - INFO - Epoch [9][1280/1743] lr: 1.000e-02, eta: 2 days, 12:55:37, time: 1.709, data_time: 0.004, memory: 3025, loss_cls: 2.8066, loss: 2.8066, grad_norm: 2.6134 2020-10-14 21:49:54,099 - mmaction - INFO - Epoch [9][1300/1743] lr: 1.000e-02, eta: 2 days, 12:56:21, time: 1.725, data_time: 0.059, memory: 3025, loss_cls: 2.8262, loss: 2.8262, grad_norm: 2.6400 2020-10-14 21:50:28,650 - mmaction - INFO - Epoch [9][1320/1743] lr: 1.000e-02, eta: 2 days, 12:57:06, time: 1.727, data_time: 0.002, memory: 3025, loss_cls: 2.7824, loss: 2.7824, grad_norm: 2.5718 2020-10-14 21:51:05,922 - mmaction - INFO - Epoch [9][1340/1743] lr: 1.000e-02, eta: 2 days, 12:58:19, time: 1.864, data_time: 0.002, memory: 3025, loss_cls: 2.8061, loss: 2.8061, grad_norm: 2.6497 2020-10-14 21:51:39,892 - mmaction - INFO - Epoch [9][1360/1743] lr: 1.000e-02, eta: 2 days, 12:58:58, time: 1.699, data_time: 0.003, memory: 3025, loss_cls: 2.8057, loss: 2.8057, grad_norm: 2.6320 2020-10-14 21:52:12,880 - mmaction - INFO - Epoch [9][1380/1743] lr: 1.000e-02, eta: 2 days, 12:59:25, time: 1.647, data_time: 0.001, memory: 3025, loss_cls: 2.8042, loss: 2.8042, grad_norm: 2.6733 2020-10-14 21:52:48,998 - mmaction - INFO - Epoch [9][1400/1743] lr: 1.000e-02, eta: 2 days, 13:00:26, time: 1.807, data_time: 0.005, memory: 3025, loss_cls: 2.7934, loss: 2.7934, grad_norm: 2.6360 2020-10-14 21:53:22,797 - mmaction - INFO - Epoch [9][1420/1743] lr: 1.000e-02, eta: 2 days, 13:01:02, time: 1.688, data_time: 0.012, memory: 3025, loss_cls: 2.8143, loss: 2.8143, grad_norm: 2.6361 2020-10-14 21:53:57,458 - mmaction - INFO - Epoch [9][1440/1743] lr: 1.000e-02, eta: 2 days, 13:01:47, time: 1.736, data_time: 0.029, memory: 3025, loss_cls: 2.8162, loss: 2.8162, grad_norm: 2.6585 2020-10-14 21:54:31,113 - mmaction - INFO - Epoch [9][1460/1743] lr: 1.000e-02, eta: 2 days, 13:02:22, time: 1.682, data_time: 0.001, memory: 3025, loss_cls: 2.8132, loss: 2.8132, grad_norm: 2.6102 2020-10-14 21:55:06,876 - mmaction - INFO - Epoch [9][1480/1743] lr: 1.000e-02, eta: 2 days, 13:03:17, time: 1.785, data_time: 0.008, memory: 3025, loss_cls: 2.7595, loss: 2.7595, grad_norm: 2.6101 2020-10-14 21:55:40,060 - mmaction - INFO - Epoch [9][1500/1743] lr: 1.000e-02, eta: 2 days, 13:03:46, time: 1.657, data_time: 0.004, memory: 3025, loss_cls: 2.7715, loss: 2.7715, grad_norm: 2.6012 2020-10-14 21:56:15,094 - mmaction - INFO - Epoch [9][1520/1743] lr: 1.000e-02, eta: 2 days, 13:04:34, time: 1.757, data_time: 0.017, memory: 3025, loss_cls: 2.7834, loss: 2.7834, grad_norm: 2.6165 2020-10-14 21:56:46,817 - mmaction - INFO - Epoch [9][1540/1743] lr: 1.000e-02, eta: 2 days, 13:04:48, time: 1.585, data_time: 0.001, memory: 3025, loss_cls: 2.7681, loss: 2.7681, grad_norm: 2.5633 2020-10-14 21:57:16,089 - mmaction - INFO - Epoch [9][1560/1743] lr: 1.000e-02, eta: 2 days, 13:04:37, time: 1.464, data_time: 0.002, memory: 3025, loss_cls: 2.8120, loss: 2.8120, grad_norm: 2.6498 2020-10-14 21:57:46,768 - mmaction - INFO - Epoch [9][1580/1743] lr: 1.000e-02, eta: 2 days, 13:04:39, time: 1.532, data_time: 0.002, memory: 3025, loss_cls: 2.8039, loss: 2.8039, grad_norm: 2.6550 2020-10-14 21:58:20,457 - mmaction - INFO - Epoch [9][1600/1743] lr: 1.000e-02, eta: 2 days, 13:05:13, time: 1.686, data_time: 0.002, memory: 3025, loss_cls: 2.8036, loss: 2.8036, grad_norm: 2.6478 2020-10-14 21:58:52,123 - mmaction - INFO - Epoch [9][1620/1743] lr: 1.000e-02, eta: 2 days, 13:05:26, time: 1.582, data_time: 0.002, memory: 3025, loss_cls: 2.7806, loss: 2.7806, grad_norm: 2.6264 2020-10-14 21:59:26,070 - mmaction - INFO - Epoch [9][1640/1743] lr: 1.000e-02, eta: 2 days, 13:06:01, time: 1.697, data_time: 0.002, memory: 3025, loss_cls: 2.8224, loss: 2.8224, grad_norm: 2.6250 2020-10-14 22:00:00,381 - mmaction - INFO - Epoch [9][1660/1743] lr: 1.000e-02, eta: 2 days, 13:06:41, time: 1.716, data_time: 0.002, memory: 3025, loss_cls: 2.7944, loss: 2.7944, grad_norm: 2.6518 2020-10-14 22:00:34,283 - mmaction - INFO - Epoch [9][1680/1743] lr: 1.000e-02, eta: 2 days, 13:07:16, time: 1.695, data_time: 0.006, memory: 3025, loss_cls: 2.7840, loss: 2.7840, grad_norm: 2.6575 2020-10-14 22:01:09,533 - mmaction - INFO - Epoch [9][1700/1743] lr: 1.000e-02, eta: 2 days, 13:08:04, time: 1.762, data_time: 0.002, memory: 3025, loss_cls: 2.7609, loss: 2.7609, grad_norm: 2.5635 2020-10-14 22:01:42,795 - mmaction - INFO - Epoch [9][1720/1743] lr: 1.000e-02, eta: 2 days, 13:08:32, time: 1.664, data_time: 0.002, memory: 3025, loss_cls: 2.8056, loss: 2.8056, grad_norm: 2.6646 2020-10-14 22:02:15,729 - mmaction - INFO - Epoch [9][1740/1743] lr: 1.000e-02, eta: 2 days, 13:08:57, time: 1.647, data_time: 0.003, memory: 3025, loss_cls: 2.7958, loss: 2.7958, grad_norm: 2.6456 2020-10-14 22:03:11,830 - mmaction - INFO - Epoch [10][20/1743] lr: 1.000e-02, eta: 2 days, 13:11:41, time: 2.567, data_time: 0.699, memory: 3025, loss_cls: 2.8071, loss: 2.8071, grad_norm: 2.6476 2020-10-14 22:03:43,888 - mmaction - INFO - Epoch [10][40/1743] lr: 1.000e-02, eta: 2 days, 13:11:56, time: 1.601, data_time: 0.009, memory: 3025, loss_cls: 2.8035, loss: 2.8035, grad_norm: 2.6838 2020-10-14 22:04:14,600 - mmaction - INFO - Epoch [10][60/1743] lr: 1.000e-02, eta: 2 days, 13:11:58, time: 1.537, data_time: 0.005, memory: 3025, loss_cls: 2.7754, loss: 2.7754, grad_norm: 2.6390 2020-10-14 22:04:45,321 - mmaction - INFO - Epoch [10][80/1743] lr: 1.000e-02, eta: 2 days, 13:12:00, time: 1.536, data_time: 0.012, memory: 3025, loss_cls: 2.7565, loss: 2.7565, grad_norm: 2.6688 2020-10-14 22:05:17,263 - mmaction - INFO - Epoch [10][100/1743] lr: 1.000e-02, eta: 2 days, 13:12:13, time: 1.596, data_time: 0.002, memory: 3025, loss_cls: 2.7983, loss: 2.7983, grad_norm: 2.6551 2020-10-14 22:05:48,356 - mmaction - INFO - Epoch [10][120/1743] lr: 1.000e-02, eta: 2 days, 13:12:19, time: 1.556, data_time: 0.003, memory: 3025, loss_cls: 2.7870, loss: 2.7870, grad_norm: 2.6281 2020-10-14 22:06:19,903 - mmaction - INFO - Epoch [10][140/1743] lr: 1.000e-02, eta: 2 days, 13:12:28, time: 1.575, data_time: 0.003, memory: 3025, loss_cls: 2.7931, loss: 2.7931, grad_norm: 2.6504 2020-10-14 22:06:51,019 - mmaction - INFO - Epoch [10][160/1743] lr: 1.000e-02, eta: 2 days, 13:12:34, time: 1.557, data_time: 0.004, memory: 3025, loss_cls: 2.7742, loss: 2.7742, grad_norm: 2.6244 2020-10-14 22:07:21,326 - mmaction - INFO - Epoch [10][180/1743] lr: 1.000e-02, eta: 2 days, 13:12:31, time: 1.515, data_time: 0.003, memory: 3025, loss_cls: 2.8051, loss: 2.8051, grad_norm: 2.6265 2020-10-14 22:07:52,798 - mmaction - INFO - Epoch [10][200/1743] lr: 1.000e-02, eta: 2 days, 13:12:40, time: 1.575, data_time: 0.056, memory: 3025, loss_cls: 2.8001, loss: 2.8001, grad_norm: 2.6475 2020-10-14 22:08:26,041 - mmaction - INFO - Epoch [10][220/1743] lr: 1.000e-02, eta: 2 days, 13:13:05, time: 1.659, data_time: 0.013, memory: 3025, loss_cls: 2.7593, loss: 2.7593, grad_norm: 2.5831 2020-10-14 22:08:57,110 - mmaction - INFO - Epoch [10][240/1743] lr: 1.000e-02, eta: 2 days, 13:13:10, time: 1.557, data_time: 0.006, memory: 3025, loss_cls: 2.7853, loss: 2.7853, grad_norm: 2.6788 2020-10-14 22:09:29,656 - mmaction - INFO - Epoch [10][260/1743] lr: 1.000e-02, eta: 2 days, 13:13:29, time: 1.627, data_time: 0.001, memory: 3025, loss_cls: 2.8037, loss: 2.8037, grad_norm: 2.6543 2020-10-14 22:10:00,332 - mmaction - INFO - Epoch [10][280/1743] lr: 1.000e-02, eta: 2 days, 13:13:29, time: 1.533, data_time: 0.003, memory: 3025, loss_cls: 2.7801, loss: 2.7801, grad_norm: 2.5837 2020-10-14 22:10:31,597 - mmaction - INFO - Epoch [10][300/1743] lr: 1.000e-02, eta: 2 days, 13:13:35, time: 1.565, data_time: 0.015, memory: 3025, loss_cls: 2.7821, loss: 2.7821, grad_norm: 2.6159 2020-10-14 22:11:04,317 - mmaction - INFO - Epoch [10][320/1743] lr: 1.000e-02, eta: 2 days, 13:13:55, time: 1.634, data_time: 0.002, memory: 3025, loss_cls: 2.8152, loss: 2.8152, grad_norm: 2.6655 2020-10-14 22:11:37,110 - mmaction - INFO - Epoch [10][340/1743] lr: 1.000e-02, eta: 2 days, 13:14:16, time: 1.636, data_time: 0.003, memory: 3025, loss_cls: 2.7610, loss: 2.7610, grad_norm: 2.5980 2020-10-14 22:12:07,023 - mmaction - INFO - Epoch [10][360/1743] lr: 1.000e-02, eta: 2 days, 13:14:09, time: 1.502, data_time: 0.012, memory: 3025, loss_cls: 2.7832, loss: 2.7832, grad_norm: 2.6477 2020-10-14 22:12:39,146 - mmaction - INFO - Epoch [10][380/1743] lr: 1.000e-02, eta: 2 days, 13:14:23, time: 1.606, data_time: 0.001, memory: 3025, loss_cls: 2.8067, loss: 2.8067, grad_norm: 2.6376 2020-10-14 22:13:12,009 - mmaction - INFO - Epoch [10][400/1743] lr: 1.000e-02, eta: 2 days, 13:14:44, time: 1.642, data_time: 0.002, memory: 3025, loss_cls: 2.8062, loss: 2.8062, grad_norm: 2.6922 2020-10-14 22:13:43,864 - mmaction - INFO - Epoch [10][420/1743] lr: 1.000e-02, eta: 2 days, 13:14:55, time: 1.590, data_time: 0.003, memory: 3025, loss_cls: 2.7762, loss: 2.7762, grad_norm: 2.6408 2020-10-14 22:14:13,850 - mmaction - INFO - Epoch [10][440/1743] lr: 1.000e-02, eta: 2 days, 13:14:48, time: 1.501, data_time: 0.005, memory: 3025, loss_cls: 2.7953, loss: 2.7953, grad_norm: 2.5802 2020-10-14 22:14:46,427 - mmaction - INFO - Epoch [10][460/1743] lr: 1.000e-02, eta: 2 days, 13:15:07, time: 1.631, data_time: 0.003, memory: 3025, loss_cls: 2.7525, loss: 2.7525, grad_norm: 2.6000 2020-10-14 22:15:17,448 - mmaction - INFO - Epoch [10][480/1743] lr: 1.000e-02, eta: 2 days, 13:15:09, time: 1.550, data_time: 0.001, memory: 3025, loss_cls: 2.7777, loss: 2.7777, grad_norm: 2.6675 2020-10-14 22:15:48,936 - mmaction - INFO - Epoch [10][500/1743] lr: 1.000e-02, eta: 2 days, 13:15:17, time: 1.575, data_time: 0.002, memory: 3025, loss_cls: 2.7730, loss: 2.7730, grad_norm: 2.6146 2020-10-14 22:16:19,973 - mmaction - INFO - Epoch [10][520/1743] lr: 1.000e-02, eta: 2 days, 13:15:19, time: 1.550, data_time: 0.002, memory: 3025, loss_cls: 2.7871, loss: 2.7871, grad_norm: 2.6479 2020-10-14 22:16:50,600 - mmaction - INFO - Epoch [10][540/1743] lr: 1.000e-02, eta: 2 days, 13:15:18, time: 1.533, data_time: 0.004, memory: 3025, loss_cls: 2.7692, loss: 2.7692, grad_norm: 2.6017 2020-10-14 22:17:21,542 - mmaction - INFO - Epoch [10][560/1743] lr: 1.000e-02, eta: 2 days, 13:15:19, time: 1.546, data_time: 0.030, memory: 3025, loss_cls: 2.7801, loss: 2.7801, grad_norm: 2.6874 2020-10-14 22:17:53,603 - mmaction - INFO - Epoch [10][580/1743] lr: 1.000e-02, eta: 2 days, 13:15:32, time: 1.604, data_time: 0.020, memory: 3025, loss_cls: 2.7310, loss: 2.7310, grad_norm: 2.5790 2020-10-14 22:18:23,545 - mmaction - INFO - Epoch [10][600/1743] lr: 1.000e-02, eta: 2 days, 13:15:24, time: 1.496, data_time: 0.003, memory: 3025, loss_cls: 2.7512, loss: 2.7512, grad_norm: 2.6716 2020-10-14 22:18:54,849 - mmaction - INFO - Epoch [10][620/1743] lr: 1.000e-02, eta: 2 days, 13:15:29, time: 1.566, data_time: 0.023, memory: 3025, loss_cls: 2.7878, loss: 2.7878, grad_norm: 2.6148 2020-10-14 22:19:26,182 - mmaction - INFO - Epoch [10][640/1743] lr: 1.000e-02, eta: 2 days, 13:15:34, time: 1.567, data_time: 0.003, memory: 3025, loss_cls: 2.7780, loss: 2.7780, grad_norm: 2.6474 2020-10-14 22:19:56,958 - mmaction - INFO - Epoch [10][660/1743] lr: 1.000e-02, eta: 2 days, 13:15:34, time: 1.538, data_time: 0.049, memory: 3025, loss_cls: 2.7706, loss: 2.7706, grad_norm: 2.6355 2020-10-14 22:20:26,356 - mmaction - INFO - Epoch [10][680/1743] lr: 1.000e-02, eta: 2 days, 13:15:20, time: 1.469, data_time: 0.414, memory: 3025, loss_cls: 2.7785, loss: 2.7785, grad_norm: 2.6500 2020-10-14 22:20:59,089 - mmaction - INFO - Epoch [10][700/1743] lr: 1.000e-02, eta: 2 days, 13:15:38, time: 1.637, data_time: 0.416, memory: 3025, loss_cls: 2.8382, loss: 2.8382, grad_norm: 2.6912 2020-10-14 22:21:32,705 - mmaction - INFO - Epoch [10][720/1743] lr: 1.000e-02, eta: 2 days, 13:16:05, time: 1.682, data_time: 0.295, memory: 3025, loss_cls: 2.7799, loss: 2.7799, grad_norm: 2.6665 2020-10-14 22:22:05,679 - mmaction - INFO - Epoch [10][740/1743] lr: 1.000e-02, eta: 2 days, 13:16:26, time: 1.649, data_time: 0.002, memory: 3025, loss_cls: 2.7957, loss: 2.7957, grad_norm: 2.6610 2020-10-14 22:22:36,309 - mmaction - INFO - Epoch [10][760/1743] lr: 1.000e-02, eta: 2 days, 13:16:23, time: 1.531, data_time: 0.002, memory: 3025, loss_cls: 2.7763, loss: 2.7763, grad_norm: 2.6315 2020-10-14 22:23:08,984 - mmaction - INFO - Epoch [10][780/1743] lr: 1.000e-02, eta: 2 days, 13:16:41, time: 1.635, data_time: 0.002, memory: 3025, loss_cls: 2.7577, loss: 2.7577, grad_norm: 2.6504 2020-10-14 22:23:42,663 - mmaction - INFO - Epoch [10][800/1743] lr: 1.000e-02, eta: 2 days, 13:17:08, time: 1.682, data_time: 0.002, memory: 3025, loss_cls: 2.7696, loss: 2.7696, grad_norm: 2.6281 2020-10-14 22:24:12,173 - mmaction - INFO - Epoch [10][820/1743] lr: 1.000e-02, eta: 2 days, 13:16:54, time: 1.474, data_time: 0.073, memory: 3025, loss_cls: 2.7952, loss: 2.7952, grad_norm: 2.6619 2020-10-14 22:24:44,300 - mmaction - INFO - Epoch [10][840/1743] lr: 1.000e-02, eta: 2 days, 13:17:06, time: 1.607, data_time: 0.005, memory: 3025, loss_cls: 2.7584, loss: 2.7584, grad_norm: 2.6256 2020-10-14 22:25:13,337 - mmaction - INFO - Epoch [10][860/1743] lr: 1.000e-02, eta: 2 days, 13:16:49, time: 1.454, data_time: 0.003, memory: 3025, loss_cls: 2.7850, loss: 2.7850, grad_norm: 2.6334 2020-10-14 22:25:46,108 - mmaction - INFO - Epoch [10][880/1743] lr: 1.000e-02, eta: 2 days, 13:17:06, time: 1.638, data_time: 0.010, memory: 3025, loss_cls: 2.7603, loss: 2.7603, grad_norm: 2.6164 2020-10-14 22:26:17,219 - mmaction - INFO - Epoch [10][900/1743] lr: 1.000e-02, eta: 2 days, 13:17:08, time: 1.557, data_time: 0.016, memory: 3025, loss_cls: 2.8059, loss: 2.8059, grad_norm: 2.6717 2020-10-14 22:26:46,886 - mmaction - INFO - Epoch [10][920/1743] lr: 1.000e-02, eta: 2 days, 13:16:56, time: 1.483, data_time: 0.001, memory: 3025, loss_cls: 2.7988, loss: 2.7988, grad_norm: 2.6768 2020-10-14 22:27:16,467 - mmaction - INFO - Epoch [10][940/1743] lr: 1.000e-02, eta: 2 days, 13:16:43, time: 1.479, data_time: 0.002, memory: 3025, loss_cls: 2.7981, loss: 2.7981, grad_norm: 2.6621 2020-10-14 22:27:45,780 - mmaction - INFO - Epoch [10][960/1743] lr: 1.000e-02, eta: 2 days, 13:16:28, time: 1.466, data_time: 0.002, memory: 3025, loss_cls: 2.7615, loss: 2.7615, grad_norm: 2.5996 2020-10-14 22:28:15,445 - mmaction - INFO - Epoch [10][980/1743] lr: 1.000e-02, eta: 2 days, 13:16:16, time: 1.484, data_time: 0.002, memory: 3025, loss_cls: 2.7817, loss: 2.7817, grad_norm: 2.6469 2020-10-14 22:28:48,133 - mmaction - INFO - Epoch [10][1000/1743] lr: 1.000e-02, eta: 2 days, 13:16:32, time: 1.634, data_time: 0.001, memory: 3025, loss_cls: 2.7685, loss: 2.7685, grad_norm: 2.6190 2020-10-14 22:29:17,914 - mmaction - INFO - Epoch [10][1020/1743] lr: 1.000e-02, eta: 2 days, 13:16:21, time: 1.488, data_time: 0.001, memory: 3025, loss_cls: 2.7751, loss: 2.7751, grad_norm: 2.6070 2020-10-14 22:29:47,335 - mmaction - INFO - Epoch [10][1040/1743] lr: 1.000e-02, eta: 2 days, 13:16:06, time: 1.471, data_time: 0.239, memory: 3025, loss_cls: 2.7519, loss: 2.7519, grad_norm: 2.6357 2020-10-14 22:30:18,181 - mmaction - INFO - Epoch [10][1060/1743] lr: 1.000e-02, eta: 2 days, 13:16:05, time: 1.542, data_time: 0.211, memory: 3025, loss_cls: 2.7624, loss: 2.7624, grad_norm: 2.6549 2020-10-14 22:30:49,117 - mmaction - INFO - Epoch [10][1080/1743] lr: 1.000e-02, eta: 2 days, 13:16:05, time: 1.547, data_time: 0.003, memory: 3025, loss_cls: 2.7991, loss: 2.7991, grad_norm: 2.6642 2020-10-14 22:31:18,928 - mmaction - INFO - Epoch [10][1100/1743] lr: 1.000e-02, eta: 2 days, 13:15:54, time: 1.491, data_time: 0.003, memory: 3025, loss_cls: 2.7566, loss: 2.7566, grad_norm: 2.6208 2020-10-14 22:31:50,880 - mmaction - INFO - Epoch [10][1120/1743] lr: 1.000e-02, eta: 2 days, 13:16:03, time: 1.595, data_time: 0.003, memory: 3025, loss_cls: 2.7625, loss: 2.7625, grad_norm: 2.6218 2020-10-14 22:32:20,453 - mmaction - INFO - Epoch [10][1140/1743] lr: 1.000e-02, eta: 2 days, 13:15:50, time: 1.481, data_time: 0.055, memory: 3025, loss_cls: 2.7480, loss: 2.7480, grad_norm: 2.6319 2020-10-14 22:32:50,414 - mmaction - INFO - Epoch [10][1160/1743] lr: 1.000e-02, eta: 2 days, 13:15:40, time: 1.498, data_time: 0.012, memory: 3025, loss_cls: 2.7788, loss: 2.7788, grad_norm: 2.6608 2020-10-14 22:33:18,902 - mmaction - INFO - Epoch [10][1180/1743] lr: 1.000e-02, eta: 2 days, 13:15:16, time: 1.422, data_time: 0.003, memory: 3025, loss_cls: 2.7712, loss: 2.7712, grad_norm: 2.6717 2020-10-14 22:33:50,658 - mmaction - INFO - Epoch [10][1200/1743] lr: 1.000e-02, eta: 2 days, 13:15:22, time: 1.587, data_time: 0.032, memory: 3025, loss_cls: 2.7768, loss: 2.7768, grad_norm: 2.6741 2020-10-14 22:34:21,330 - mmaction - INFO - Epoch [10][1220/1743] lr: 1.000e-02, eta: 2 days, 13:15:20, time: 1.537, data_time: 0.005, memory: 3025, loss_cls: 2.7700, loss: 2.7700, grad_norm: 2.6867 2020-10-14 22:34:51,126 - mmaction - INFO - Epoch [10][1240/1743] lr: 1.000e-02, eta: 2 days, 13:15:08, time: 1.490, data_time: 0.002, memory: 3025, loss_cls: 2.7997, loss: 2.7997, grad_norm: 2.6989 2020-10-14 22:35:20,686 - mmaction - INFO - Epoch [10][1260/1743] lr: 1.000e-02, eta: 2 days, 13:14:54, time: 1.478, data_time: 0.002, memory: 3025, loss_cls: 2.7855, loss: 2.7855, grad_norm: 2.6604 2020-10-14 22:35:50,733 - mmaction - INFO - Epoch [10][1280/1743] lr: 1.000e-02, eta: 2 days, 13:14:45, time: 1.504, data_time: 0.143, memory: 3025, loss_cls: 2.7831, loss: 2.7831, grad_norm: 2.7294 2020-10-14 22:36:20,509 - mmaction - INFO - Epoch [10][1300/1743] lr: 1.000e-02, eta: 2 days, 13:14:33, time: 1.486, data_time: 0.827, memory: 3025, loss_cls: 2.7616, loss: 2.7616, grad_norm: 2.6570 2020-10-14 22:36:51,757 - mmaction - INFO - Epoch [10][1320/1743] lr: 1.000e-02, eta: 2 days, 13:14:35, time: 1.563, data_time: 0.166, memory: 3025, loss_cls: 2.7604, loss: 2.7604, grad_norm: 2.6747 2020-10-14 22:37:20,532 - mmaction - INFO - Epoch [10][1340/1743] lr: 1.000e-02, eta: 2 days, 13:14:14, time: 1.438, data_time: 0.881, memory: 3025, loss_cls: 2.7444, loss: 2.7444, grad_norm: 2.6509 2020-10-14 22:37:50,689 - mmaction - INFO - Epoch [10][1360/1743] lr: 1.000e-02, eta: 2 days, 13:14:06, time: 1.510, data_time: 0.770, memory: 3025, loss_cls: 2.7774, loss: 2.7774, grad_norm: 2.6186 2020-10-14 22:38:21,002 - mmaction - INFO - Epoch [10][1380/1743] lr: 1.000e-02, eta: 2 days, 13:13:58, time: 1.515, data_time: 0.050, memory: 3025, loss_cls: 2.7515, loss: 2.7515, grad_norm: 2.6244 2020-10-14 22:38:49,090 - mmaction - INFO - Epoch [10][1400/1743] lr: 1.000e-02, eta: 2 days, 13:13:31, time: 1.404, data_time: 0.003, memory: 3025, loss_cls: 2.7926, loss: 2.7926, grad_norm: 2.7022 2020-10-14 22:39:18,869 - mmaction - INFO - Epoch [10][1420/1743] lr: 1.000e-02, eta: 2 days, 13:13:18, time: 1.487, data_time: 0.133, memory: 3025, loss_cls: 2.7822, loss: 2.7822, grad_norm: 2.6967 2020-10-14 22:39:46,449 - mmaction - INFO - Epoch [10][1440/1743] lr: 1.000e-02, eta: 2 days, 13:12:47, time: 1.382, data_time: 0.451, memory: 3025, loss_cls: 2.7269, loss: 2.7269, grad_norm: 2.6128 2020-10-14 22:40:16,936 - mmaction - INFO - Epoch [10][1460/1743] lr: 1.000e-02, eta: 2 days, 13:12:41, time: 1.523, data_time: 0.178, memory: 3025, loss_cls: 2.7682, loss: 2.7682, grad_norm: 2.6669 2020-10-14 22:40:46,560 - mmaction - INFO - Epoch [10][1480/1743] lr: 1.000e-02, eta: 2 days, 13:12:27, time: 1.480, data_time: 0.004, memory: 3025, loss_cls: 2.7634, loss: 2.7634, grad_norm: 2.6598 2020-10-14 22:41:15,649 - mmaction - INFO - Epoch [10][1500/1743] lr: 1.000e-02, eta: 2 days, 13:12:08, time: 1.454, data_time: 0.004, memory: 3025, loss_cls: 2.7379, loss: 2.7379, grad_norm: 2.5826 2020-10-14 22:41:46,380 - mmaction - INFO - Epoch [10][1520/1743] lr: 1.000e-02, eta: 2 days, 13:12:05, time: 1.540, data_time: 0.065, memory: 3025, loss_cls: 2.7474, loss: 2.7474, grad_norm: 2.6046 2020-10-14 22:42:14,468 - mmaction - INFO - Epoch [10][1540/1743] lr: 1.000e-02, eta: 2 days, 13:11:38, time: 1.405, data_time: 0.144, memory: 3025, loss_cls: 2.7941, loss: 2.7941, grad_norm: 2.7116 2020-10-14 22:42:44,871 - mmaction - INFO - Epoch [10][1560/1743] lr: 1.000e-02, eta: 2 days, 13:11:31, time: 1.519, data_time: 0.468, memory: 3025, loss_cls: 2.7578, loss: 2.7578, grad_norm: 2.6724 2020-10-14 22:43:13,458 - mmaction - INFO - Epoch [10][1580/1743] lr: 1.000e-02, eta: 2 days, 13:11:07, time: 1.428, data_time: 0.525, memory: 3025, loss_cls: 2.7852, loss: 2.7852, grad_norm: 2.6388 2020-10-14 22:43:41,678 - mmaction - INFO - Epoch [10][1600/1743] lr: 1.000e-02, eta: 2 days, 13:10:41, time: 1.412, data_time: 0.026, memory: 3025, loss_cls: 2.7649, loss: 2.7649, grad_norm: 2.6561 2020-10-14 22:44:10,005 - mmaction - INFO - Epoch [10][1620/1743] lr: 1.000e-02, eta: 2 days, 13:10:15, time: 1.414, data_time: 0.001, memory: 3025, loss_cls: 2.7604, loss: 2.7604, grad_norm: 2.6361 2020-10-14 22:44:39,189 - mmaction - INFO - Epoch [10][1640/1743] lr: 1.000e-02, eta: 2 days, 13:09:57, time: 1.460, data_time: 0.006, memory: 3025, loss_cls: 2.7707, loss: 2.7707, grad_norm: 2.6550 2020-10-14 22:45:07,060 - mmaction - INFO - Epoch [10][1660/1743] lr: 1.000e-02, eta: 2 days, 13:09:28, time: 1.394, data_time: 0.008, memory: 3025, loss_cls: 2.7866, loss: 2.7866, grad_norm: 2.6605 2020-10-14 22:45:35,612 - mmaction - INFO - Epoch [10][1680/1743] lr: 1.000e-02, eta: 2 days, 13:09:04, time: 1.428, data_time: 0.184, memory: 3025, loss_cls: 2.7506, loss: 2.7506, grad_norm: 2.6624 2020-10-14 22:46:04,445 - mmaction - INFO - Epoch [10][1700/1743] lr: 1.000e-02, eta: 2 days, 13:08:43, time: 1.441, data_time: 0.502, memory: 3025, loss_cls: 2.7485, loss: 2.7485, grad_norm: 2.6305 2020-10-14 22:46:32,851 - mmaction - INFO - Epoch [10][1720/1743] lr: 1.000e-02, eta: 2 days, 13:08:18, time: 1.419, data_time: 0.587, memory: 3025, loss_cls: 2.7920, loss: 2.7920, grad_norm: 2.6750 2020-10-14 22:47:02,334 - mmaction - INFO - Epoch [10][1740/1743] lr: 1.000e-02, eta: 2 days, 13:08:03, time: 1.475, data_time: 0.018, memory: 3025, loss_cls: 2.7674, loss: 2.7674, grad_norm: 2.6052 2020-10-14 22:47:06,409 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-10-14 22:50:29,736 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-14 22:50:35,293 - mmaction - INFO - mean_average_precision 0.6210 2020-10-14 22:50:35,326 - mmaction - INFO - Epoch(val) [10][1743] mean_average_precision: 0.6210 2020-10-14 22:51:13,963 - mmaction - INFO - Epoch [11][20/1743] lr: 1.000e-02, eta: 2 days, 13:08:27, time: 1.928, data_time: 1.402, memory: 3025, loss_cls: 2.7714, loss: 2.7714, grad_norm: 2.6835 2020-10-14 22:51:40,979 - mmaction - INFO - Epoch [11][40/1743] lr: 1.000e-02, eta: 2 days, 13:07:50, time: 1.351, data_time: 0.381, memory: 3025, loss_cls: 2.7879, loss: 2.7879, grad_norm: 2.7011 2020-10-14 22:52:06,917 - mmaction - INFO - Epoch [11][60/1743] lr: 1.000e-02, eta: 2 days, 13:07:03, time: 1.299, data_time: 0.636, memory: 3025, loss_cls: 2.7855, loss: 2.7855, grad_norm: 2.6790 2020-10-14 22:52:35,612 - mmaction - INFO - Epoch [11][80/1743] lr: 1.000e-02, eta: 2 days, 13:06:40, time: 1.432, data_time: 0.270, memory: 3025, loss_cls: 2.7484, loss: 2.7484, grad_norm: 2.6688 2020-10-14 22:53:01,350 - mmaction - INFO - Epoch [11][100/1743] lr: 1.000e-02, eta: 2 days, 13:05:52, time: 1.290, data_time: 0.088, memory: 3025, loss_cls: 2.7148, loss: 2.7148, grad_norm: 2.6274 2020-10-14 22:53:27,573 - mmaction - INFO - Epoch [11][120/1743] lr: 1.000e-02, eta: 2 days, 13:05:07, time: 1.311, data_time: 0.681, memory: 3025, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.6943 2020-10-14 22:53:53,104 - mmaction - INFO - Epoch [11][140/1743] lr: 1.000e-02, eta: 2 days, 13:04:17, time: 1.277, data_time: 0.611, memory: 3025, loss_cls: 2.7447, loss: 2.7447, grad_norm: 2.6065 2020-10-14 22:54:18,704 - mmaction - INFO - Epoch [11][160/1743] lr: 1.000e-02, eta: 2 days, 13:03:27, time: 1.280, data_time: 0.427, memory: 3025, loss_cls: 2.7783, loss: 2.7783, grad_norm: 2.6299 2020-10-14 22:54:44,085 - mmaction - INFO - Epoch [11][180/1743] lr: 1.000e-02, eta: 2 days, 13:02:35, time: 1.267, data_time: 0.242, memory: 3025, loss_cls: 2.6996, loss: 2.6996, grad_norm: 2.6160 2020-10-14 22:55:08,792 - mmaction - INFO - Epoch [11][200/1743] lr: 1.000e-02, eta: 2 days, 13:01:37, time: 1.234, data_time: 0.134, memory: 3025, loss_cls: 2.7589, loss: 2.7589, grad_norm: 2.6678 2020-10-14 22:55:35,749 - mmaction - INFO - Epoch [11][220/1743] lr: 1.000e-02, eta: 2 days, 13:00:59, time: 1.351, data_time: 0.418, memory: 3025, loss_cls: 2.7532, loss: 2.7532, grad_norm: 2.6631 2020-10-14 22:56:02,703 - mmaction - INFO - Epoch [11][240/1743] lr: 1.000e-02, eta: 2 days, 13:00:21, time: 1.345, data_time: 0.240, memory: 3025, loss_cls: 2.7353, loss: 2.7353, grad_norm: 2.6783 2020-10-14 22:56:29,662 - mmaction - INFO - Epoch [11][260/1743] lr: 1.000e-02, eta: 2 days, 12:59:44, time: 1.351, data_time: 0.006, memory: 3025, loss_cls: 2.7987, loss: 2.7987, grad_norm: 2.6748 2020-10-14 22:56:55,671 - mmaction - INFO - Epoch [11][280/1743] lr: 1.000e-02, eta: 2 days, 12:58:58, time: 1.300, data_time: 0.003, memory: 3025, loss_cls: 2.7714, loss: 2.7714, grad_norm: 2.6630 2020-10-14 22:57:20,615 - mmaction - INFO - Epoch [11][300/1743] lr: 1.000e-02, eta: 2 days, 12:58:02, time: 1.244, data_time: 0.003, memory: 3025, loss_cls: 2.7593, loss: 2.7593, grad_norm: 2.6935 2020-10-14 22:57:45,542 - mmaction - INFO - Epoch [11][320/1743] lr: 1.000e-02, eta: 2 days, 12:57:07, time: 1.248, data_time: 0.004, memory: 3025, loss_cls: 2.7340, loss: 2.7340, grad_norm: 2.6669 2020-10-14 22:58:12,309 - mmaction - INFO - Epoch [11][340/1743] lr: 1.000e-02, eta: 2 days, 12:56:28, time: 1.339, data_time: 0.503, memory: 3025, loss_cls: 2.7544, loss: 2.7544, grad_norm: 2.6059 2020-10-14 22:58:38,690 - mmaction - INFO - Epoch [11][360/1743] lr: 1.000e-02, eta: 2 days, 12:55:45, time: 1.319, data_time: 0.402, memory: 3025, loss_cls: 2.7500, loss: 2.7500, grad_norm: 2.6766 2020-10-14 22:59:04,636 - mmaction - INFO - Epoch [11][380/1743] lr: 1.000e-02, eta: 2 days, 12:54:59, time: 1.298, data_time: 0.185, memory: 3025, loss_cls: 2.6940, loss: 2.6940, grad_norm: 2.6098 2020-10-14 22:59:31,228 - mmaction - INFO - Epoch [11][400/1743] lr: 1.000e-02, eta: 2 days, 12:54:18, time: 1.324, data_time: 0.009, memory: 3025, loss_cls: 2.7291, loss: 2.7291, grad_norm: 2.6763 2020-10-14 22:59:56,690 - mmaction - INFO - Epoch [11][420/1743] lr: 1.000e-02, eta: 2 days, 12:53:27, time: 1.275, data_time: 0.008, memory: 3025, loss_cls: 2.7380, loss: 2.7380, grad_norm: 2.6646 2020-10-14 23:00:20,484 - mmaction - INFO - Epoch [11][440/1743] lr: 1.000e-02, eta: 2 days, 12:52:22, time: 1.188, data_time: 0.083, memory: 3025, loss_cls: 2.7013, loss: 2.7013, grad_norm: 2.6521 2020-10-14 23:00:44,485 - mmaction - INFO - Epoch [11][460/1743] lr: 1.000e-02, eta: 2 days, 12:51:20, time: 1.205, data_time: 0.323, memory: 3025, loss_cls: 2.7497, loss: 2.7497, grad_norm: 2.6396 2020-10-14 23:01:09,748 - mmaction - INFO - Epoch [11][480/1743] lr: 1.000e-02, eta: 2 days, 12:50:28, time: 1.264, data_time: 0.431, memory: 3025, loss_cls: 2.7464, loss: 2.7464, grad_norm: 2.6978 2020-10-14 23:01:35,488 - mmaction - INFO - Epoch [11][500/1743] lr: 1.000e-02, eta: 2 days, 12:49:40, time: 1.285, data_time: 0.134, memory: 3025, loss_cls: 2.7026, loss: 2.7026, grad_norm: 2.6229 2020-10-14 23:02:01,167 - mmaction - INFO - Epoch [11][520/1743] lr: 1.000e-02, eta: 2 days, 12:48:51, time: 1.284, data_time: 0.396, memory: 3025, loss_cls: 2.7501, loss: 2.7501, grad_norm: 2.6810 2020-10-14 23:02:27,001 - mmaction - INFO - Epoch [11][540/1743] lr: 1.000e-02, eta: 2 days, 12:48:04, time: 1.290, data_time: 0.744, memory: 3025, loss_cls: 2.7270, loss: 2.7270, grad_norm: 2.6551 2020-10-14 23:02:52,279 - mmaction - INFO - Epoch [11][560/1743] lr: 1.000e-02, eta: 2 days, 12:47:13, time: 1.266, data_time: 0.451, memory: 3025, loss_cls: 2.7625, loss: 2.7625, grad_norm: 2.6551 2020-10-14 23:03:18,182 - mmaction - INFO - Epoch [11][580/1743] lr: 1.000e-02, eta: 2 days, 12:46:26, time: 1.292, data_time: 0.673, memory: 3025, loss_cls: 2.7792, loss: 2.7792, grad_norm: 2.6697 2020-10-14 23:03:44,142 - mmaction - INFO - Epoch [11][600/1743] lr: 1.000e-02, eta: 2 days, 12:45:41, time: 1.301, data_time: 0.259, memory: 3025, loss_cls: 2.7706, loss: 2.7706, grad_norm: 2.7041 2020-10-14 23:04:09,100 - mmaction - INFO - Epoch [11][620/1743] lr: 1.000e-02, eta: 2 days, 12:44:47, time: 1.247, data_time: 0.002, memory: 3025, loss_cls: 2.7271, loss: 2.7271, grad_norm: 2.6620 2020-10-14 23:04:35,161 - mmaction - INFO - Epoch [11][640/1743] lr: 1.000e-02, eta: 2 days, 12:44:02, time: 1.305, data_time: 0.005, memory: 3025, loss_cls: 2.7321, loss: 2.7321, grad_norm: 2.6803 2020-10-14 23:05:00,786 - mmaction - INFO - Epoch [11][660/1743] lr: 1.000e-02, eta: 2 days, 12:43:14, time: 1.281, data_time: 0.001, memory: 3025, loss_cls: 2.7497, loss: 2.7497, grad_norm: 2.6428 2020-10-14 23:05:25,662 - mmaction - INFO - Epoch [11][680/1743] lr: 1.000e-02, eta: 2 days, 12:42:19, time: 1.244, data_time: 0.021, memory: 3025, loss_cls: 2.7440, loss: 2.7440, grad_norm: 2.6736 2020-10-14 23:05:52,714 - mmaction - INFO - Epoch [11][700/1743] lr: 1.000e-02, eta: 2 days, 12:41:43, time: 1.350, data_time: 0.303, memory: 3025, loss_cls: 2.7304, loss: 2.7304, grad_norm: 2.6695 2020-10-14 23:06:18,896 - mmaction - INFO - Epoch [11][720/1743] lr: 1.000e-02, eta: 2 days, 12:41:00, time: 1.312, data_time: 0.489, memory: 3025, loss_cls: 2.7729, loss: 2.7729, grad_norm: 2.6723 2020-10-14 23:06:47,340 - mmaction - INFO - Epoch [11][740/1743] lr: 1.000e-02, eta: 2 days, 12:40:35, time: 1.421, data_time: 0.381, memory: 3025, loss_cls: 2.7322, loss: 2.7322, grad_norm: 2.6514 2020-10-14 23:07:14,159 - mmaction - INFO - Epoch [11][760/1743] lr: 1.000e-02, eta: 2 days, 12:39:57, time: 1.339, data_time: 0.002, memory: 3025, loss_cls: 2.7945, loss: 2.7945, grad_norm: 2.7320 2020-10-14 23:07:41,654 - mmaction - INFO - Epoch [11][780/1743] lr: 1.000e-02, eta: 2 days, 12:39:25, time: 1.377, data_time: 0.227, memory: 3025, loss_cls: 2.7445, loss: 2.7445, grad_norm: 2.6574 2020-10-14 23:08:07,823 - mmaction - INFO - Epoch [11][800/1743] lr: 1.000e-02, eta: 2 days, 12:38:42, time: 1.308, data_time: 0.002, memory: 3025, loss_cls: 2.7560, loss: 2.7560, grad_norm: 2.6901 2020-10-14 23:08:33,952 - mmaction - INFO - Epoch [11][820/1743] lr: 1.000e-02, eta: 2 days, 12:37:58, time: 1.306, data_time: 0.003, memory: 3025, loss_cls: 2.7560, loss: 2.7560, grad_norm: 2.6728 2020-10-14 23:09:00,361 - mmaction - INFO - Epoch [11][840/1743] lr: 1.000e-02, eta: 2 days, 12:37:17, time: 1.322, data_time: 0.114, memory: 3025, loss_cls: 2.8001, loss: 2.8001, grad_norm: 2.6393 2020-10-14 23:09:27,794 - mmaction - INFO - Epoch [11][860/1743] lr: 1.000e-02, eta: 2 days, 12:36:44, time: 1.372, data_time: 0.328, memory: 3025, loss_cls: 2.7171, loss: 2.7171, grad_norm: 2.6275 2020-10-14 23:09:54,994 - mmaction - INFO - Epoch [11][880/1743] lr: 1.000e-02, eta: 2 days, 12:36:09, time: 1.359, data_time: 0.029, memory: 3025, loss_cls: 2.7993, loss: 2.7993, grad_norm: 2.6482 2020-10-14 23:10:20,041 - mmaction - INFO - Epoch [11][900/1743] lr: 1.000e-02, eta: 2 days, 12:35:16, time: 1.251, data_time: 0.003, memory: 3025, loss_cls: 2.7910, loss: 2.7910, grad_norm: 2.7059 2020-10-14 23:10:46,725 - mmaction - INFO - Epoch [11][920/1743] lr: 1.000e-02, eta: 2 days, 12:34:38, time: 1.336, data_time: 0.005, memory: 3025, loss_cls: 2.7925, loss: 2.7925, grad_norm: 2.6944 2020-10-14 23:11:12,739 - mmaction - INFO - Epoch [11][940/1743] lr: 1.000e-02, eta: 2 days, 12:33:53, time: 1.300, data_time: 0.002, memory: 3025, loss_cls: 2.7439, loss: 2.7439, grad_norm: 2.6771 2020-10-14 23:11:37,884 - mmaction - INFO - Epoch [11][960/1743] lr: 1.000e-02, eta: 2 days, 12:33:01, time: 1.257, data_time: 0.004, memory: 3025, loss_cls: 2.7733, loss: 2.7733, grad_norm: 2.6444 2020-10-14 23:12:03,676 - mmaction - INFO - Epoch [11][980/1743] lr: 1.000e-02, eta: 2 days, 12:32:15, time: 1.288, data_time: 0.004, memory: 3025, loss_cls: 2.7700, loss: 2.7700, grad_norm: 2.6692 2020-10-14 23:12:29,112 - mmaction - INFO - Epoch [11][1000/1743] lr: 1.000e-02, eta: 2 days, 12:31:25, time: 1.273, data_time: 0.005, memory: 3025, loss_cls: 2.7181, loss: 2.7181, grad_norm: 2.6874 2020-10-14 23:12:55,713 - mmaction - INFO - Epoch [11][1020/1743] lr: 1.000e-02, eta: 2 days, 12:30:46, time: 1.331, data_time: 0.005, memory: 3025, loss_cls: 2.7301, loss: 2.7301, grad_norm: 2.6442 2020-10-14 23:13:20,858 - mmaction - INFO - Epoch [11][1040/1743] lr: 1.000e-02, eta: 2 days, 12:29:54, time: 1.257, data_time: 0.004, memory: 3025, loss_cls: 2.7535, loss: 2.7535, grad_norm: 2.6865 2020-10-14 23:13:46,594 - mmaction - INFO - Epoch [11][1060/1743] lr: 1.000e-02, eta: 2 days, 12:29:08, time: 1.287, data_time: 0.003, memory: 3025, loss_cls: 2.7449, loss: 2.7449, grad_norm: 2.6527 2020-10-14 23:14:12,407 - mmaction - INFO - Epoch [11][1080/1743] lr: 1.000e-02, eta: 2 days, 12:28:21, time: 1.287, data_time: 0.013, memory: 3025, loss_cls: 2.7253, loss: 2.7253, grad_norm: 2.6463 2020-10-14 23:14:39,527 - mmaction - INFO - Epoch [11][1100/1743] lr: 1.000e-02, eta: 2 days, 12:27:47, time: 1.358, data_time: 0.007, memory: 3025, loss_cls: 2.7626, loss: 2.7626, grad_norm: 2.7065 2020-10-14 23:15:05,116 - mmaction - INFO - Epoch [11][1120/1743] lr: 1.000e-02, eta: 2 days, 12:26:59, time: 1.281, data_time: 0.011, memory: 3025, loss_cls: 2.7339, loss: 2.7339, grad_norm: 2.6652 2020-10-14 23:15:30,118 - mmaction - INFO - Epoch [11][1140/1743] lr: 1.000e-02, eta: 2 days, 12:26:07, time: 1.250, data_time: 0.003, memory: 3025, loss_cls: 2.7397, loss: 2.7397, grad_norm: 2.6874 2020-10-14 23:15:57,938 - mmaction - INFO - Epoch [11][1160/1743] lr: 1.000e-02, eta: 2 days, 12:25:38, time: 1.390, data_time: 0.003, memory: 3025, loss_cls: 2.7418, loss: 2.7418, grad_norm: 2.6722 2020-10-14 23:16:23,836 - mmaction - INFO - Epoch [11][1180/1743] lr: 1.000e-02, eta: 2 days, 12:24:52, time: 1.294, data_time: 0.002, memory: 3025, loss_cls: 2.7136, loss: 2.7136, grad_norm: 2.5893 2020-10-14 23:16:50,047 - mmaction - INFO - Epoch [11][1200/1743] lr: 1.000e-02, eta: 2 days, 12:24:10, time: 1.310, data_time: 0.097, memory: 3025, loss_cls: 2.7111, loss: 2.7111, grad_norm: 2.6459 2020-10-14 23:17:15,023 - mmaction - INFO - Epoch [11][1220/1743] lr: 1.000e-02, eta: 2 days, 12:23:18, time: 1.251, data_time: 0.317, memory: 3025, loss_cls: 2.7425, loss: 2.7425, grad_norm: 2.6895 2020-10-14 23:17:41,580 - mmaction - INFO - Epoch [11][1240/1743] lr: 1.000e-02, eta: 2 days, 12:22:38, time: 1.328, data_time: 0.697, memory: 3025, loss_cls: 2.7583, loss: 2.7583, grad_norm: 2.6896 2020-10-14 23:18:06,953 - mmaction - INFO - Epoch [11][1260/1743] lr: 1.000e-02, eta: 2 days, 12:21:49, time: 1.269, data_time: 0.165, memory: 3025, loss_cls: 2.7189, loss: 2.7189, grad_norm: 2.6243 2020-10-14 23:18:32,702 - mmaction - INFO - Epoch [11][1280/1743] lr: 1.000e-02, eta: 2 days, 12:21:03, time: 1.287, data_time: 0.001, memory: 3025, loss_cls: 2.7326, loss: 2.7326, grad_norm: 2.6634 2020-10-14 23:18:58,747 - mmaction - INFO - Epoch [11][1300/1743] lr: 1.000e-02, eta: 2 days, 12:20:19, time: 1.302, data_time: 0.001, memory: 3025, loss_cls: 2.7337, loss: 2.7337, grad_norm: 2.6505 2020-10-14 23:19:25,111 - mmaction - INFO - Epoch [11][1320/1743] lr: 1.000e-02, eta: 2 days, 12:19:39, time: 1.318, data_time: 0.001, memory: 3025, loss_cls: 2.7139, loss: 2.7139, grad_norm: 2.6211 2020-10-14 23:19:47,938 - mmaction - INFO - Epoch [11][1340/1743] lr: 1.000e-02, eta: 2 days, 12:18:28, time: 1.142, data_time: 0.081, memory: 3025, loss_cls: 2.7452, loss: 2.7452, grad_norm: 2.6900 2020-10-14 23:20:12,194 - mmaction - INFO - Epoch [11][1360/1743] lr: 1.000e-02, eta: 2 days, 12:17:30, time: 1.213, data_time: 0.635, memory: 3025, loss_cls: 2.7470, loss: 2.7470, grad_norm: 2.6598 2020-10-14 23:20:38,411 - mmaction - INFO - Epoch [11][1380/1743] lr: 1.000e-02, eta: 2 days, 12:16:48, time: 1.311, data_time: 0.099, memory: 3025, loss_cls: 2.7434, loss: 2.7434, grad_norm: 2.6899 2020-10-14 23:21:04,001 - mmaction - INFO - Epoch [11][1400/1743] lr: 1.000e-02, eta: 2 days, 12:16:01, time: 1.278, data_time: 0.097, memory: 3025, loss_cls: 2.7798, loss: 2.7798, grad_norm: 2.6777 2020-10-14 23:21:32,219 - mmaction - INFO - Epoch [11][1420/1743] lr: 1.000e-02, eta: 2 days, 12:15:36, time: 1.412, data_time: 0.300, memory: 3025, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.6857 2020-10-14 23:21:57,432 - mmaction - INFO - Epoch [11][1440/1743] lr: 1.000e-02, eta: 2 days, 12:14:45, time: 1.256, data_time: 0.021, memory: 3025, loss_cls: 2.7436, loss: 2.7436, grad_norm: 2.6853 2020-10-14 23:22:21,986 - mmaction - INFO - Epoch [11][1460/1743] lr: 1.000e-02, eta: 2 days, 12:13:50, time: 1.230, data_time: 0.006, memory: 3025, loss_cls: 2.7147, loss: 2.7147, grad_norm: 2.7022 2020-10-14 23:22:47,429 - mmaction - INFO - Epoch [11][1480/1743] lr: 1.000e-02, eta: 2 days, 12:13:02, time: 1.272, data_time: 0.479, memory: 3025, loss_cls: 2.7399, loss: 2.7399, grad_norm: 2.6564 2020-10-14 23:23:11,594 - mmaction - INFO - Epoch [11][1500/1743] lr: 1.000e-02, eta: 2 days, 12:12:03, time: 1.209, data_time: 0.537, memory: 3025, loss_cls: 2.7371, loss: 2.7371, grad_norm: 2.6438 2020-10-14 23:23:37,303 - mmaction - INFO - Epoch [11][1520/1743] lr: 1.000e-02, eta: 2 days, 12:11:17, time: 1.281, data_time: 0.338, memory: 3025, loss_cls: 2.7638, loss: 2.7638, grad_norm: 2.6876 2020-10-14 23:24:01,509 - mmaction - INFO - Epoch [11][1540/1743] lr: 1.000e-02, eta: 2 days, 12:10:19, time: 1.213, data_time: 0.548, memory: 3025, loss_cls: 2.7510, loss: 2.7510, grad_norm: 2.6660 2020-10-14 23:24:26,675 - mmaction - INFO - Epoch [11][1560/1743] lr: 1.000e-02, eta: 2 days, 12:09:29, time: 1.262, data_time: 0.432, memory: 3025, loss_cls: 2.7389, loss: 2.7389, grad_norm: 2.6771 2020-10-14 23:24:53,564 - mmaction - INFO - Epoch [11][1580/1743] lr: 1.000e-02, eta: 2 days, 12:08:53, time: 1.343, data_time: 0.722, memory: 3025, loss_cls: 2.7410, loss: 2.7410, grad_norm: 2.6440 2020-10-14 23:25:18,476 - mmaction - INFO - Epoch [11][1600/1743] lr: 1.000e-02, eta: 2 days, 12:08:01, time: 1.246, data_time: 0.169, memory: 3025, loss_cls: 2.7896, loss: 2.7896, grad_norm: 2.7378 2020-10-14 23:25:42,250 - mmaction - INFO - Epoch [11][1620/1743] lr: 1.000e-02, eta: 2 days, 12:07:00, time: 1.189, data_time: 0.132, memory: 3025, loss_cls: 2.7551, loss: 2.7551, grad_norm: 2.7172 2020-10-14 23:26:08,043 - mmaction - INFO - Epoch [11][1640/1743] lr: 1.000e-02, eta: 2 days, 12:06:15, time: 1.290, data_time: 0.096, memory: 3025, loss_cls: 2.7465, loss: 2.7465, grad_norm: 2.6970 2020-10-14 23:26:34,064 - mmaction - INFO - Epoch [11][1660/1743] lr: 1.000e-02, eta: 2 days, 12:05:31, time: 1.298, data_time: 0.088, memory: 3025, loss_cls: 2.7386, loss: 2.7386, grad_norm: 2.6625 2020-10-14 23:26:59,129 - mmaction - INFO - Epoch [11][1680/1743] lr: 1.000e-02, eta: 2 days, 12:04:41, time: 1.257, data_time: 0.004, memory: 3025, loss_cls: 2.7652, loss: 2.7652, grad_norm: 2.6908 2020-10-14 23:27:25,158 - mmaction - INFO - Epoch [11][1700/1743] lr: 1.000e-02, eta: 2 days, 12:03:58, time: 1.300, data_time: 0.002, memory: 3025, loss_cls: 2.7371, loss: 2.7371, grad_norm: 2.6857 2020-10-14 23:27:49,464 - mmaction - INFO - Epoch [11][1720/1743] lr: 1.000e-02, eta: 2 days, 12:03:02, time: 1.216, data_time: 0.002, memory: 3025, loss_cls: 2.7230, loss: 2.7230, grad_norm: 2.6839 2020-10-14 23:28:15,203 - mmaction - INFO - Epoch [11][1740/1743] lr: 1.000e-02, eta: 2 days, 12:02:16, time: 1.287, data_time: 0.003, memory: 3025, loss_cls: 2.7218, loss: 2.7218, grad_norm: 2.6738 2020-10-14 23:28:56,427 - mmaction - INFO - Epoch [12][20/1743] lr: 1.000e-02, eta: 2 days, 12:02:19, time: 1.817, data_time: 0.706, memory: 3025, loss_cls: 2.7475, loss: 2.7475, grad_norm: 2.6819 2020-10-14 23:29:20,277 - mmaction - INFO - Epoch [12][40/1743] lr: 1.000e-02, eta: 2 days, 12:01:19, time: 1.192, data_time: 0.006, memory: 3025, loss_cls: 2.7733, loss: 2.7733, grad_norm: 2.7335 2020-10-14 23:29:44,315 - mmaction - INFO - Epoch [12][60/1743] lr: 1.000e-02, eta: 2 days, 12:00:20, time: 1.200, data_time: 0.007, memory: 3025, loss_cls: 2.7047, loss: 2.7047, grad_norm: 2.6491 2020-10-14 23:30:07,067 - mmaction - INFO - Epoch [12][80/1743] lr: 1.000e-02, eta: 2 days, 11:59:11, time: 1.141, data_time: 0.005, memory: 3025, loss_cls: 2.7273, loss: 2.7273, grad_norm: 2.7002 2020-10-14 23:30:31,189 - mmaction - INFO - Epoch [12][100/1743] lr: 1.000e-02, eta: 2 days, 11:58:13, time: 1.203, data_time: 0.001, memory: 3025, loss_cls: 2.7455, loss: 2.7455, grad_norm: 2.6846 2020-10-14 23:30:54,883 - mmaction - INFO - Epoch [12][120/1743] lr: 1.000e-02, eta: 2 days, 11:57:12, time: 1.186, data_time: 0.005, memory: 3025, loss_cls: 2.7492, loss: 2.7492, grad_norm: 2.6573 2020-10-14 23:31:17,486 - mmaction - INFO - Epoch [12][140/1743] lr: 1.000e-02, eta: 2 days, 11:56:02, time: 1.130, data_time: 0.003, memory: 3025, loss_cls: 2.6932, loss: 2.6932, grad_norm: 2.6607 2020-10-14 23:31:43,032 - mmaction - INFO - Epoch [12][160/1743] lr: 1.000e-02, eta: 2 days, 11:55:15, time: 1.275, data_time: 0.003, memory: 3025, loss_cls: 2.7231, loss: 2.7231, grad_norm: 2.6829 2020-10-14 23:32:06,000 - mmaction - INFO - Epoch [12][180/1743] lr: 1.000e-02, eta: 2 days, 11:54:09, time: 1.150, data_time: 0.006, memory: 3025, loss_cls: 2.7354, loss: 2.7354, grad_norm: 2.7062 2020-10-14 23:32:29,168 - mmaction - INFO - Epoch [12][200/1743] lr: 1.000e-02, eta: 2 days, 11:53:04, time: 1.159, data_time: 0.004, memory: 3025, loss_cls: 2.6960, loss: 2.6960, grad_norm: 2.6360 2020-10-14 23:32:52,890 - mmaction - INFO - Epoch [12][220/1743] lr: 1.000e-02, eta: 2 days, 11:52:03, time: 1.186, data_time: 0.003, memory: 3025, loss_cls: 2.7091, loss: 2.7091, grad_norm: 2.7044 2020-10-14 23:33:16,602 - mmaction - INFO - Epoch [12][240/1743] lr: 1.000e-02, eta: 2 days, 11:51:03, time: 1.187, data_time: 0.003, memory: 3025, loss_cls: 2.7352, loss: 2.7352, grad_norm: 2.6942 2020-10-14 23:33:40,467 - mmaction - INFO - Epoch [12][260/1743] lr: 1.000e-02, eta: 2 days, 11:50:02, time: 1.188, data_time: 0.001, memory: 3025, loss_cls: 2.7129, loss: 2.7129, grad_norm: 2.6644 2020-10-14 23:34:03,623 - mmaction - INFO - Epoch [12][280/1743] lr: 1.000e-02, eta: 2 days, 11:48:58, time: 1.162, data_time: 0.006, memory: 3025, loss_cls: 2.7347, loss: 2.7347, grad_norm: 2.6691 2020-10-14 23:34:28,524 - mmaction - INFO - Epoch [12][300/1743] lr: 1.000e-02, eta: 2 days, 11:48:07, time: 1.244, data_time: 0.003, memory: 3025, loss_cls: 2.7228, loss: 2.7228, grad_norm: 2.6872 2020-10-14 23:34:51,351 - mmaction - INFO - Epoch [12][320/1743] lr: 1.000e-02, eta: 2 days, 11:47:00, time: 1.144, data_time: 0.003, memory: 3025, loss_cls: 2.6920, loss: 2.6920, grad_norm: 2.6519 2020-10-14 23:35:16,232 - mmaction - INFO - Epoch [12][340/1743] lr: 1.000e-02, eta: 2 days, 11:46:09, time: 1.242, data_time: 0.002, memory: 3025, loss_cls: 2.7096, loss: 2.7096, grad_norm: 2.7381 2020-10-14 23:35:39,450 - mmaction - INFO - Epoch [12][360/1743] lr: 1.000e-02, eta: 2 days, 11:45:04, time: 1.159, data_time: 0.004, memory: 3025, loss_cls: 2.7072, loss: 2.7072, grad_norm: 2.6890 2020-10-14 23:36:03,902 - mmaction - INFO - Epoch [12][380/1743] lr: 1.000e-02, eta: 2 days, 11:44:10, time: 1.225, data_time: 0.006, memory: 3025, loss_cls: 2.7243, loss: 2.7243, grad_norm: 2.6661 2020-10-14 23:36:27,404 - mmaction - INFO - Epoch [12][400/1743] lr: 1.000e-02, eta: 2 days, 11:43:08, time: 1.170, data_time: 0.003, memory: 3025, loss_cls: 2.7506, loss: 2.7506, grad_norm: 2.7114 2020-10-14 23:36:51,948 - mmaction - INFO - Epoch [12][420/1743] lr: 1.000e-02, eta: 2 days, 11:42:15, time: 1.232, data_time: 0.062, memory: 3025, loss_cls: 2.6975, loss: 2.6975, grad_norm: 2.6539 2020-10-14 23:37:15,846 - mmaction - INFO - Epoch [12][440/1743] lr: 1.000e-02, eta: 2 days, 11:41:17, time: 1.198, data_time: 0.018, memory: 3025, loss_cls: 2.6908, loss: 2.6908, grad_norm: 2.6667 2020-10-14 23:37:40,918 - mmaction - INFO - Epoch [12][460/1743] lr: 1.000e-02, eta: 2 days, 11:40:27, time: 1.248, data_time: 0.001, memory: 3025, loss_cls: 2.7250, loss: 2.7250, grad_norm: 2.6408 2020-10-14 23:38:03,446 - mmaction - INFO - Epoch [12][480/1743] lr: 1.000e-02, eta: 2 days, 11:39:19, time: 1.132, data_time: 0.007, memory: 3025, loss_cls: 2.7181, loss: 2.7181, grad_norm: 2.6724 2020-10-14 23:38:27,231 - mmaction - INFO - Epoch [12][500/1743] lr: 1.000e-02, eta: 2 days, 11:38:19, time: 1.186, data_time: 0.001, memory: 3025, loss_cls: 2.7073, loss: 2.7073, grad_norm: 2.6926 2020-10-14 23:38:50,398 - mmaction - INFO - Epoch [12][520/1743] lr: 1.000e-02, eta: 2 days, 11:37:16, time: 1.160, data_time: 0.005, memory: 3025, loss_cls: 2.7139, loss: 2.7139, grad_norm: 2.6630 2020-10-14 23:39:13,427 - mmaction - INFO - Epoch [12][540/1743] lr: 1.000e-02, eta: 2 days, 11:36:10, time: 1.149, data_time: 0.003, memory: 3025, loss_cls: 2.7217, loss: 2.7217, grad_norm: 2.6890 2020-10-14 23:39:37,166 - mmaction - INFO - Epoch [12][560/1743] lr: 1.000e-02, eta: 2 days, 11:35:11, time: 1.189, data_time: 0.004, memory: 3025, loss_cls: 2.6935, loss: 2.6935, grad_norm: 2.6456 2020-10-14 23:40:01,382 - mmaction - INFO - Epoch [12][580/1743] lr: 1.000e-02, eta: 2 days, 11:34:16, time: 1.210, data_time: 0.002, memory: 3025, loss_cls: 2.7289, loss: 2.7289, grad_norm: 2.6408 2020-10-14 23:40:24,506 - mmaction - INFO - Epoch [12][600/1743] lr: 1.000e-02, eta: 2 days, 11:33:12, time: 1.154, data_time: 0.003, memory: 3025, loss_cls: 2.7474, loss: 2.7474, grad_norm: 2.7018 2020-10-14 23:40:49,079 - mmaction - INFO - Epoch [12][620/1743] lr: 1.000e-02, eta: 2 days, 11:32:19, time: 1.231, data_time: 0.004, memory: 3025, loss_cls: 2.7672, loss: 2.7672, grad_norm: 2.7371 2020-10-14 23:41:11,723 - mmaction - INFO - Epoch [12][640/1743] lr: 1.000e-02, eta: 2 days, 11:31:12, time: 1.131, data_time: 0.002, memory: 3025, loss_cls: 2.7037, loss: 2.7037, grad_norm: 2.6683 2020-10-14 23:41:35,603 - mmaction - INFO - Epoch [12][660/1743] lr: 1.000e-02, eta: 2 days, 11:30:14, time: 1.196, data_time: 0.004, memory: 3025, loss_cls: 2.7724, loss: 2.7724, grad_norm: 2.7030 2020-10-14 23:41:57,742 - mmaction - INFO - Epoch [12][680/1743] lr: 1.000e-02, eta: 2 days, 11:29:03, time: 1.106, data_time: 0.003, memory: 3025, loss_cls: 2.7205, loss: 2.7205, grad_norm: 2.7094 2020-10-14 23:42:19,852 - mmaction - INFO - Epoch [12][700/1743] lr: 1.000e-02, eta: 2 days, 11:27:52, time: 1.107, data_time: 0.002, memory: 3025, loss_cls: 2.7097, loss: 2.7097, grad_norm: 2.6854 2020-10-14 23:42:45,057 - mmaction - INFO - Epoch [12][720/1743] lr: 1.000e-02, eta: 2 days, 11:27:04, time: 1.260, data_time: 0.002, memory: 3025, loss_cls: 2.6832, loss: 2.6832, grad_norm: 2.7043 2020-10-14 23:43:08,874 - mmaction - INFO - Epoch [12][740/1743] lr: 1.000e-02, eta: 2 days, 11:26:06, time: 1.189, data_time: 0.001, memory: 3025, loss_cls: 2.7271, loss: 2.7271, grad_norm: 2.7434 2020-10-14 23:43:31,630 - mmaction - INFO - Epoch [12][760/1743] lr: 1.000e-02, eta: 2 days, 11:25:00, time: 1.138, data_time: 0.005, memory: 3025, loss_cls: 2.7343, loss: 2.7343, grad_norm: 2.7250 2020-10-14 23:43:54,921 - mmaction - INFO - Epoch [12][780/1743] lr: 1.000e-02, eta: 2 days, 11:23:58, time: 1.167, data_time: 0.005, memory: 3025, loss_cls: 2.7100, loss: 2.7100, grad_norm: 2.6325 2020-10-14 23:44:17,301 - mmaction - INFO - Epoch [12][800/1743] lr: 1.000e-02, eta: 2 days, 11:22:49, time: 1.116, data_time: 0.000, memory: 3025, loss_cls: 2.7511, loss: 2.7511, grad_norm: 2.6746 2020-10-14 23:44:41,556 - mmaction - INFO - Epoch [12][820/1743] lr: 1.000e-02, eta: 2 days, 11:21:55, time: 1.215, data_time: 0.005, memory: 3025, loss_cls: 2.7484, loss: 2.7484, grad_norm: 2.7102 2020-10-14 23:45:05,920 - mmaction - INFO - Epoch [12][840/1743] lr: 1.000e-02, eta: 2 days, 11:21:01, time: 1.218, data_time: 0.002, memory: 3025, loss_cls: 2.7614, loss: 2.7614, grad_norm: 2.7463 2020-10-14 23:45:29,245 - mmaction - INFO - Epoch [12][860/1743] lr: 1.000e-02, eta: 2 days, 11:20:00, time: 1.167, data_time: 0.004, memory: 3025, loss_cls: 2.7417, loss: 2.7417, grad_norm: 2.6927 2020-10-14 23:45:52,131 - mmaction - INFO - Epoch [12][880/1743] lr: 1.000e-02, eta: 2 days, 11:18:55, time: 1.142, data_time: 0.002, memory: 3025, loss_cls: 2.6919, loss: 2.6919, grad_norm: 2.6719 2020-10-14 23:46:14,444 - mmaction - INFO - Epoch [12][900/1743] lr: 1.000e-02, eta: 2 days, 11:17:46, time: 1.117, data_time: 0.004, memory: 3025, loss_cls: 2.7404, loss: 2.7404, grad_norm: 2.7549 2020-10-14 23:46:38,491 - mmaction - INFO - Epoch [12][920/1743] lr: 1.000e-02, eta: 2 days, 11:16:51, time: 1.202, data_time: 0.004, memory: 3025, loss_cls: 2.6975, loss: 2.6975, grad_norm: 2.6926 2020-10-14 23:47:01,750 - mmaction - INFO - Epoch [12][940/1743] lr: 1.000e-02, eta: 2 days, 11:15:49, time: 1.164, data_time: 0.019, memory: 3025, loss_cls: 2.6814, loss: 2.6814, grad_norm: 2.6283 2020-10-14 23:47:26,863 - mmaction - INFO - Epoch [12][960/1743] lr: 1.000e-02, eta: 2 days, 11:15:02, time: 1.256, data_time: 0.002, memory: 3025, loss_cls: 2.6877, loss: 2.6877, grad_norm: 2.7238 2020-10-14 23:47:50,085 - mmaction - INFO - Epoch [12][980/1743] lr: 1.000e-02, eta: 2 days, 11:14:00, time: 1.161, data_time: 0.002, memory: 3025, loss_cls: 2.6818, loss: 2.6818, grad_norm: 2.6657 2020-10-14 23:48:12,033 - mmaction - INFO - Epoch [12][1000/1743] lr: 1.000e-02, eta: 2 days, 11:12:49, time: 1.095, data_time: 0.002, memory: 3025, loss_cls: 2.7544, loss: 2.7544, grad_norm: 2.7517 2020-10-14 23:48:35,428 - mmaction - INFO - Epoch [12][1020/1743] lr: 1.000e-02, eta: 2 days, 11:11:48, time: 1.170, data_time: 0.005, memory: 3025, loss_cls: 2.7306, loss: 2.7306, grad_norm: 2.7351 2020-10-14 23:48:58,834 - mmaction - INFO - Epoch [12][1040/1743] lr: 1.000e-02, eta: 2 days, 11:10:48, time: 1.171, data_time: 0.007, memory: 3025, loss_cls: 2.6940, loss: 2.6940, grad_norm: 2.7319 2020-10-14 23:49:21,294 - mmaction - INFO - Epoch [12][1060/1743] lr: 1.000e-02, eta: 2 days, 11:09:41, time: 1.121, data_time: 0.003, memory: 3025, loss_cls: 2.6897, loss: 2.6897, grad_norm: 2.6930 2020-10-14 23:49:45,178 - mmaction - INFO - Epoch [12][1080/1743] lr: 1.000e-02, eta: 2 days, 11:08:45, time: 1.197, data_time: 0.014, memory: 3025, loss_cls: 2.6949, loss: 2.6949, grad_norm: 2.7410 2020-10-14 23:50:06,973 - mmaction - INFO - Epoch [12][1100/1743] lr: 1.000e-02, eta: 2 days, 11:07:33, time: 1.089, data_time: 0.002, memory: 3025, loss_cls: 2.7378, loss: 2.7378, grad_norm: 2.7142 2020-10-14 23:50:30,239 - mmaction - INFO - Epoch [12][1120/1743] lr: 1.000e-02, eta: 2 days, 11:06:32, time: 1.164, data_time: 0.002, memory: 3025, loss_cls: 2.7236, loss: 2.7236, grad_norm: 2.7180 2020-10-14 23:50:54,714 - mmaction - INFO - Epoch [12][1140/1743] lr: 1.000e-02, eta: 2 days, 11:05:40, time: 1.221, data_time: 0.006, memory: 3025, loss_cls: 2.7430, loss: 2.7430, grad_norm: 2.7270 2020-10-14 23:51:18,707 - mmaction - INFO - Epoch [12][1160/1743] lr: 1.000e-02, eta: 2 days, 11:04:46, time: 1.203, data_time: 0.004, memory: 3025, loss_cls: 2.6775, loss: 2.6775, grad_norm: 2.6863 2020-10-14 23:51:41,654 - mmaction - INFO - Epoch [12][1180/1743] lr: 1.000e-02, eta: 2 days, 11:03:43, time: 1.147, data_time: 0.001, memory: 3025, loss_cls: 2.6816, loss: 2.6816, grad_norm: 2.6979 2020-10-14 23:52:05,811 - mmaction - INFO - Epoch [12][1200/1743] lr: 1.000e-02, eta: 2 days, 11:02:48, time: 1.204, data_time: 0.002, memory: 3025, loss_cls: 2.7397, loss: 2.7397, grad_norm: 2.6694 2020-10-14 23:52:29,430 - mmaction - INFO - Epoch [12][1220/1743] lr: 1.000e-02, eta: 2 days, 11:01:51, time: 1.185, data_time: 0.007, memory: 3025, loss_cls: 2.7309, loss: 2.7309, grad_norm: 2.6897 2020-10-14 23:52:53,203 - mmaction - INFO - Epoch [12][1240/1743] lr: 1.000e-02, eta: 2 days, 11:00:54, time: 1.188, data_time: 0.020, memory: 3025, loss_cls: 2.7236, loss: 2.7236, grad_norm: 2.7021 2020-10-14 23:53:16,727 - mmaction - INFO - Epoch [12][1260/1743] lr: 1.000e-02, eta: 2 days, 10:59:56, time: 1.174, data_time: 0.057, memory: 3025, loss_cls: 2.7109, loss: 2.7109, grad_norm: 2.7032 2020-10-14 23:53:40,167 - mmaction - INFO - Epoch [12][1280/1743] lr: 1.000e-02, eta: 2 days, 10:58:57, time: 1.173, data_time: 0.201, memory: 3025, loss_cls: 2.6611, loss: 2.6611, grad_norm: 2.6500 2020-10-14 23:54:04,290 - mmaction - INFO - Epoch [12][1300/1743] lr: 1.000e-02, eta: 2 days, 10:58:03, time: 1.206, data_time: 0.003, memory: 3025, loss_cls: 2.7645, loss: 2.7645, grad_norm: 2.7677 2020-10-14 23:54:26,816 - mmaction - INFO - Epoch [12][1320/1743] lr: 1.000e-02, eta: 2 days, 10:56:57, time: 1.126, data_time: 0.006, memory: 3025, loss_cls: 2.7111, loss: 2.7111, grad_norm: 2.6830 2020-10-14 23:54:51,511 - mmaction - INFO - Epoch [12][1340/1743] lr: 1.000e-02, eta: 2 days, 10:56:07, time: 1.230, data_time: 0.003, memory: 3025, loss_cls: 2.7291, loss: 2.7291, grad_norm: 2.7255 2020-10-14 23:55:15,342 - mmaction - INFO - Epoch [12][1360/1743] lr: 1.000e-02, eta: 2 days, 10:55:12, time: 1.196, data_time: 0.010, memory: 3025, loss_cls: 2.7288, loss: 2.7288, grad_norm: 2.7161 2020-10-14 23:55:38,710 - mmaction - INFO - Epoch [12][1380/1743] lr: 1.000e-02, eta: 2 days, 10:54:13, time: 1.172, data_time: 0.004, memory: 3025, loss_cls: 2.7072, loss: 2.7072, grad_norm: 2.6914 2020-10-14 23:56:03,261 - mmaction - INFO - Epoch [12][1400/1743] lr: 1.000e-02, eta: 2 days, 10:53:23, time: 1.226, data_time: 0.001, memory: 3025, loss_cls: 2.7082, loss: 2.7082, grad_norm: 2.6623 2020-10-14 23:56:25,902 - mmaction - INFO - Epoch [12][1420/1743] lr: 1.000e-02, eta: 2 days, 10:52:18, time: 1.128, data_time: 0.005, memory: 3025, loss_cls: 2.7406, loss: 2.7406, grad_norm: 2.7511 2020-10-14 23:56:49,197 - mmaction - INFO - Epoch [12][1440/1743] lr: 1.000e-02, eta: 2 days, 10:51:19, time: 1.171, data_time: 0.008, memory: 3025, loss_cls: 2.7039, loss: 2.7039, grad_norm: 2.6697 2020-10-14 23:57:13,336 - mmaction - INFO - Epoch [12][1460/1743] lr: 1.000e-02, eta: 2 days, 10:50:26, time: 1.204, data_time: 0.001, memory: 3025, loss_cls: 2.7163, loss: 2.7163, grad_norm: 2.6668 2020-10-14 23:57:38,953 - mmaction - INFO - Epoch [12][1480/1743] lr: 1.000e-02, eta: 2 days, 10:49:43, time: 1.278, data_time: 0.004, memory: 3025, loss_cls: 2.7120, loss: 2.7120, grad_norm: 2.6720 2020-10-14 23:58:01,237 - mmaction - INFO - Epoch [12][1500/1743] lr: 1.000e-02, eta: 2 days, 10:48:36, time: 1.116, data_time: 0.007, memory: 3025, loss_cls: 2.7072, loss: 2.7072, grad_norm: 2.6682 2020-10-14 23:58:23,375 - mmaction - INFO - Epoch [12][1520/1743] lr: 1.000e-02, eta: 2 days, 10:47:29, time: 1.110, data_time: 0.005, memory: 3025, loss_cls: 2.7077, loss: 2.7077, grad_norm: 2.7027 2020-10-14 23:58:47,145 - mmaction - INFO - Epoch [12][1540/1743] lr: 1.000e-02, eta: 2 days, 10:46:33, time: 1.188, data_time: 0.003, memory: 3025, loss_cls: 2.7496, loss: 2.7496, grad_norm: 2.7308 2020-10-14 23:59:08,561 - mmaction - INFO - Epoch [12][1560/1743] lr: 1.000e-02, eta: 2 days, 10:45:21, time: 1.072, data_time: 0.036, memory: 3025, loss_cls: 2.7410, loss: 2.7410, grad_norm: 2.6850 2020-10-14 23:59:32,402 - mmaction - INFO - Epoch [12][1580/1743] lr: 1.000e-02, eta: 2 days, 10:44:25, time: 1.190, data_time: 0.047, memory: 3025, loss_cls: 2.7160, loss: 2.7160, grad_norm: 2.6666 2020-10-14 23:59:56,942 - mmaction - INFO - Epoch [12][1600/1743] lr: 1.000e-02, eta: 2 days, 10:43:36, time: 1.227, data_time: 0.003, memory: 3025, loss_cls: 2.7463, loss: 2.7463, grad_norm: 2.7021 2020-10-15 00:00:22,890 - mmaction - INFO - Epoch [12][1620/1743] lr: 1.000e-02, eta: 2 days, 10:42:56, time: 1.296, data_time: 0.002, memory: 3025, loss_cls: 2.7043, loss: 2.7043, grad_norm: 2.7311 2020-10-15 00:00:49,793 - mmaction - INFO - Epoch [12][1640/1743] lr: 1.000e-02, eta: 2 days, 10:42:24, time: 1.345, data_time: 0.003, memory: 3025, loss_cls: 2.7188, loss: 2.7188, grad_norm: 2.7031 2020-10-15 00:01:18,267 - mmaction - INFO - Epoch [12][1660/1743] lr: 1.000e-02, eta: 2 days, 10:42:03, time: 1.421, data_time: 0.004, memory: 3025, loss_cls: 2.7262, loss: 2.7262, grad_norm: 2.7005 2020-10-15 00:01:44,021 - mmaction - INFO - Epoch [12][1680/1743] lr: 1.000e-02, eta: 2 days, 10:41:23, time: 1.293, data_time: 0.006, memory: 3025, loss_cls: 2.7427, loss: 2.7427, grad_norm: 2.7044 2020-10-15 00:02:09,145 - mmaction - INFO - Epoch [12][1700/1743] lr: 1.000e-02, eta: 2 days, 10:40:37, time: 1.253, data_time: 0.001, memory: 3025, loss_cls: 2.7343, loss: 2.7343, grad_norm: 2.7087 2020-10-15 00:02:35,809 - mmaction - INFO - Epoch [12][1720/1743] lr: 1.000e-02, eta: 2 days, 10:40:03, time: 1.332, data_time: 0.006, memory: 3025, loss_cls: 2.7148, loss: 2.7148, grad_norm: 2.6786 2020-10-15 00:03:03,244 - mmaction - INFO - Epoch [12][1740/1743] lr: 1.000e-02, eta: 2 days, 10:39:35, time: 1.373, data_time: 0.006, memory: 3025, loss_cls: 2.7196, loss: 2.7196, grad_norm: 2.7363 2020-10-15 00:04:31,311 - mmaction - INFO - Epoch [13][20/1743] lr: 1.000e-02, eta: 2 days, 10:43:39, time: 3.465, data_time: 2.387, memory: 3025, loss_cls: 2.6810, loss: 2.6810, grad_norm: 2.7268 2020-10-15 00:04:59,158 - mmaction - INFO - Epoch [13][40/1743] lr: 1.000e-02, eta: 2 days, 10:43:13, time: 1.388, data_time: 0.037, memory: 3025, loss_cls: 2.6896, loss: 2.6896, grad_norm: 2.6864 2020-10-15 00:05:26,764 - mmaction - INFO - Epoch [13][60/1743] lr: 1.000e-02, eta: 2 days, 10:42:46, time: 1.383, data_time: 0.009, memory: 3025, loss_cls: 2.6749, loss: 2.6749, grad_norm: 2.6395 2020-10-15 00:05:56,862 - mmaction - INFO - Epoch [13][80/1743] lr: 1.000e-02, eta: 2 days, 10:42:37, time: 1.508, data_time: 0.103, memory: 3025, loss_cls: 2.7239, loss: 2.7239, grad_norm: 2.7537 2020-10-15 00:06:24,370 - mmaction - INFO - Epoch [13][100/1743] lr: 1.000e-02, eta: 2 days, 10:42:09, time: 1.374, data_time: 0.458, memory: 3025, loss_cls: 2.6687, loss: 2.6687, grad_norm: 2.6493 2020-10-15 00:06:54,893 - mmaction - INFO - Epoch [13][120/1743] lr: 1.000e-02, eta: 2 days, 10:42:03, time: 1.527, data_time: 0.163, memory: 3025, loss_cls: 2.7375, loss: 2.7375, grad_norm: 2.7752 2020-10-15 00:07:24,093 - mmaction - INFO - Epoch [13][140/1743] lr: 1.000e-02, eta: 2 days, 10:41:47, time: 1.458, data_time: 0.576, memory: 3025, loss_cls: 2.7189, loss: 2.7189, grad_norm: 2.7305 2020-10-15 00:07:54,029 - mmaction - INFO - Epoch [13][160/1743] lr: 1.000e-02, eta: 2 days, 10:41:37, time: 1.499, data_time: 0.679, memory: 3025, loss_cls: 2.7141, loss: 2.7141, grad_norm: 2.7328 2020-10-15 00:08:24,719 - mmaction - INFO - Epoch [13][180/1743] lr: 1.000e-02, eta: 2 days, 10:41:32, time: 1.534, data_time: 0.628, memory: 3025, loss_cls: 2.7055, loss: 2.7055, grad_norm: 2.7179 2020-10-15 00:08:55,402 - mmaction - INFO - Epoch [13][200/1743] lr: 1.000e-02, eta: 2 days, 10:41:26, time: 1.532, data_time: 0.738, memory: 3025, loss_cls: 2.7107, loss: 2.7107, grad_norm: 2.6689 2020-10-15 00:09:26,277 - mmaction - INFO - Epoch [13][220/1743] lr: 1.000e-02, eta: 2 days, 10:41:23, time: 1.546, data_time: 0.816, memory: 3025, loss_cls: 2.7328, loss: 2.7328, grad_norm: 2.7328 2020-10-15 00:09:54,165 - mmaction - INFO - Epoch [13][240/1743] lr: 1.000e-02, eta: 2 days, 10:40:57, time: 1.394, data_time: 0.535, memory: 3025, loss_cls: 2.6656, loss: 2.6656, grad_norm: 2.6677 2020-10-15 00:10:21,925 - mmaction - INFO - Epoch [13][260/1743] lr: 1.000e-02, eta: 2 days, 10:40:31, time: 1.388, data_time: 0.012, memory: 3025, loss_cls: 2.6821, loss: 2.6821, grad_norm: 2.6923 2020-10-15 00:10:52,816 - mmaction - INFO - Epoch [13][280/1743] lr: 1.000e-02, eta: 2 days, 10:40:27, time: 1.544, data_time: 0.108, memory: 3025, loss_cls: 2.7323, loss: 2.7323, grad_norm: 2.7247 2020-10-15 00:11:22,881 - mmaction - INFO - Epoch [13][300/1743] lr: 1.000e-02, eta: 2 days, 10:40:18, time: 1.505, data_time: 0.004, memory: 3025, loss_cls: 2.7012, loss: 2.7012, grad_norm: 2.7159 2020-10-15 00:11:53,032 - mmaction - INFO - Epoch [13][320/1743] lr: 1.000e-02, eta: 2 days, 10:40:08, time: 1.507, data_time: 0.039, memory: 3025, loss_cls: 2.7065, loss: 2.7065, grad_norm: 2.7090 2020-10-15 00:12:20,497 - mmaction - INFO - Epoch [13][340/1743] lr: 1.000e-02, eta: 2 days, 10:39:40, time: 1.374, data_time: 0.142, memory: 3025, loss_cls: 2.7463, loss: 2.7463, grad_norm: 2.7262 2020-10-15 00:12:47,723 - mmaction - INFO - Epoch [13][360/1743] lr: 1.000e-02, eta: 2 days, 10:39:10, time: 1.363, data_time: 0.003, memory: 3025, loss_cls: 2.7547, loss: 2.7547, grad_norm: 2.7149 2020-10-15 00:13:17,245 - mmaction - INFO - Epoch [13][380/1743] lr: 1.000e-02, eta: 2 days, 10:38:56, time: 1.473, data_time: 0.007, memory: 3025, loss_cls: 2.6968, loss: 2.6968, grad_norm: 2.6893 2020-10-15 00:13:43,386 - mmaction - INFO - Epoch [13][400/1743] lr: 1.000e-02, eta: 2 days, 10:38:18, time: 1.309, data_time: 0.004, memory: 3025, loss_cls: 2.6810, loss: 2.6810, grad_norm: 2.6964 2020-10-15 00:14:07,155 - mmaction - INFO - Epoch [13][420/1743] lr: 1.000e-02, eta: 2 days, 10:37:23, time: 1.190, data_time: 0.031, memory: 3025, loss_cls: 2.7106, loss: 2.7106, grad_norm: 2.6770 2020-10-15 00:14:32,798 - mmaction - INFO - Epoch [13][440/1743] lr: 1.000e-02, eta: 2 days, 10:36:41, time: 1.279, data_time: 0.089, memory: 3025, loss_cls: 2.6733, loss: 2.6733, grad_norm: 2.6526 2020-10-15 00:14:59,141 - mmaction - INFO - Epoch [13][460/1743] lr: 1.000e-02, eta: 2 days, 10:36:05, time: 1.319, data_time: 0.327, memory: 3025, loss_cls: 2.6930, loss: 2.6930, grad_norm: 2.6631 2020-10-15 00:15:27,710 - mmaction - INFO - Epoch [13][480/1743] lr: 1.000e-02, eta: 2 days, 10:35:44, time: 1.428, data_time: 0.184, memory: 3025, loss_cls: 2.7045, loss: 2.7045, grad_norm: 2.7070 2020-10-15 00:15:58,725 - mmaction - INFO - Epoch [13][500/1743] lr: 1.000e-02, eta: 2 days, 10:35:41, time: 1.550, data_time: 0.002, memory: 3025, loss_cls: 2.7174, loss: 2.7174, grad_norm: 2.6932 2020-10-15 00:16:28,251 - mmaction - INFO - Epoch [13][520/1743] lr: 1.000e-02, eta: 2 days, 10:35:27, time: 1.478, data_time: 0.663, memory: 3025, loss_cls: 2.7035, loss: 2.7035, grad_norm: 2.7521 2020-10-15 00:16:57,636 - mmaction - INFO - Epoch [13][540/1743] lr: 1.000e-02, eta: 2 days, 10:35:12, time: 1.468, data_time: 0.092, memory: 3025, loss_cls: 2.6783, loss: 2.6783, grad_norm: 2.7215 2020-10-15 00:17:26,053 - mmaction - INFO - Epoch [13][560/1743] lr: 1.000e-02, eta: 2 days, 10:34:51, time: 1.422, data_time: 0.003, memory: 3025, loss_cls: 2.6866, loss: 2.6866, grad_norm: 2.6652 2020-10-15 00:17:54,447 - mmaction - INFO - Epoch [13][580/1743] lr: 1.000e-02, eta: 2 days, 10:34:28, time: 1.417, data_time: 0.249, memory: 3025, loss_cls: 2.7245, loss: 2.7245, grad_norm: 2.7495 2020-10-15 00:18:20,530 - mmaction - INFO - Epoch [13][600/1743] lr: 1.000e-02, eta: 2 days, 10:33:50, time: 1.304, data_time: 0.094, memory: 3025, loss_cls: 2.7422, loss: 2.7422, grad_norm: 2.7089 2020-10-15 00:18:45,116 - mmaction - INFO - Epoch [13][620/1743] lr: 1.000e-02, eta: 2 days, 10:33:01, time: 1.232, data_time: 0.004, memory: 3025, loss_cls: 2.7187, loss: 2.7187, grad_norm: 2.6946 2020-10-15 00:19:10,609 - mmaction - INFO - Epoch [13][640/1743] lr: 1.000e-02, eta: 2 days, 10:32:19, time: 1.274, data_time: 0.178, memory: 3025, loss_cls: 2.7301, loss: 2.7301, grad_norm: 2.7422 2020-10-15 00:19:37,375 - mmaction - INFO - Epoch [13][660/1743] lr: 1.000e-02, eta: 2 days, 10:31:45, time: 1.337, data_time: 0.245, memory: 3025, loss_cls: 2.6872, loss: 2.6872, grad_norm: 2.7298 2020-10-15 00:20:01,940 - mmaction - INFO - Epoch [13][680/1743] lr: 1.000e-02, eta: 2 days, 10:30:56, time: 1.230, data_time: 0.210, memory: 3025, loss_cls: 2.7166, loss: 2.7166, grad_norm: 2.7177 2020-10-15 00:20:30,725 - mmaction - INFO - Epoch [13][700/1743] lr: 1.000e-02, eta: 2 days, 10:30:37, time: 1.436, data_time: 0.041, memory: 3025, loss_cls: 2.6804, loss: 2.6804, grad_norm: 2.6912 2020-10-15 00:20:59,772 - mmaction - INFO - Epoch [13][720/1743] lr: 1.000e-02, eta: 2 days, 10:30:20, time: 1.456, data_time: 0.005, memory: 3025, loss_cls: 2.7185, loss: 2.7185, grad_norm: 2.7725 2020-10-15 00:21:28,646 - mmaction - INFO - Epoch [13][740/1743] lr: 1.000e-02, eta: 2 days, 10:30:01, time: 1.442, data_time: 0.237, memory: 3025, loss_cls: 2.6836, loss: 2.6836, grad_norm: 2.6989 2020-10-15 00:21:57,736 - mmaction - INFO - Epoch [13][760/1743] lr: 1.000e-02, eta: 2 days, 10:29:44, time: 1.454, data_time: 0.387, memory: 3025, loss_cls: 2.6835, loss: 2.6835, grad_norm: 2.7039 2020-10-15 00:22:25,986 - mmaction - INFO - Epoch [13][780/1743] lr: 1.000e-02, eta: 2 days, 10:29:21, time: 1.410, data_time: 0.004, memory: 3025, loss_cls: 2.6913, loss: 2.6913, grad_norm: 2.7037 2020-10-15 00:22:52,359 - mmaction - INFO - Epoch [13][800/1743] lr: 1.000e-02, eta: 2 days, 10:28:45, time: 1.323, data_time: 0.005, memory: 3025, loss_cls: 2.7241, loss: 2.7241, grad_norm: 2.7718 2020-10-15 00:23:18,275 - mmaction - INFO - Epoch [13][820/1743] lr: 1.000e-02, eta: 2 days, 10:28:06, time: 1.296, data_time: 0.002, memory: 3025, loss_cls: 2.7155, loss: 2.7155, grad_norm: 2.7414 2020-10-15 00:23:43,373 - mmaction - INFO - Epoch [13][840/1743] lr: 1.000e-02, eta: 2 days, 10:27:21, time: 1.254, data_time: 0.001, memory: 3025, loss_cls: 2.6688, loss: 2.6688, grad_norm: 2.6631 2020-10-15 00:24:09,167 - mmaction - INFO - Epoch [13][860/1743] lr: 1.000e-02, eta: 2 days, 10:26:40, time: 1.289, data_time: 0.001, memory: 3025, loss_cls: 2.7038, loss: 2.7038, grad_norm: 2.7354 2020-10-15 00:24:37,306 - mmaction - INFO - Epoch [13][880/1743] lr: 1.000e-02, eta: 2 days, 10:26:17, time: 1.406, data_time: 0.002, memory: 3025, loss_cls: 2.6947, loss: 2.6947, grad_norm: 2.6907 2020-10-15 00:25:03,477 - mmaction - INFO - Epoch [13][900/1743] lr: 1.000e-02, eta: 2 days, 10:25:39, time: 1.308, data_time: 0.003, memory: 3025, loss_cls: 2.6868, loss: 2.6868, grad_norm: 2.6828 2020-10-15 00:25:31,213 - mmaction - INFO - Epoch [13][920/1743] lr: 1.000e-02, eta: 2 days, 10:25:12, time: 1.386, data_time: 0.017, memory: 3025, loss_cls: 2.6957, loss: 2.6957, grad_norm: 2.6643 2020-10-15 00:25:58,837 - mmaction - INFO - Epoch [13][940/1743] lr: 1.000e-02, eta: 2 days, 10:24:45, time: 1.381, data_time: 0.025, memory: 3025, loss_cls: 2.6962, loss: 2.6962, grad_norm: 2.6901 2020-10-15 00:26:25,453 - mmaction - INFO - Epoch [13][960/1743] lr: 1.000e-02, eta: 2 days, 10:24:10, time: 1.327, data_time: 0.068, memory: 3025, loss_cls: 2.6767, loss: 2.6767, grad_norm: 2.7006 2020-10-15 00:26:52,538 - mmaction - INFO - Epoch [13][980/1743] lr: 1.000e-02, eta: 2 days, 10:23:40, time: 1.359, data_time: 0.213, memory: 3025, loss_cls: 2.6821, loss: 2.6821, grad_norm: 2.7385 2020-10-15 00:27:18,479 - mmaction - INFO - Epoch [13][1000/1743] lr: 1.000e-02, eta: 2 days, 10:23:01, time: 1.299, data_time: 0.094, memory: 3025, loss_cls: 2.7028, loss: 2.7028, grad_norm: 2.7267 2020-10-15 00:27:45,114 - mmaction - INFO - Epoch [13][1020/1743] lr: 1.000e-02, eta: 2 days, 10:22:27, time: 1.331, data_time: 0.337, memory: 3025, loss_cls: 2.7014, loss: 2.7014, grad_norm: 2.7089 2020-10-15 00:28:11,916 - mmaction - INFO - Epoch [13][1040/1743] lr: 1.000e-02, eta: 2 days, 10:21:54, time: 1.340, data_time: 0.276, memory: 3025, loss_cls: 2.6891, loss: 2.6891, grad_norm: 2.7255 2020-10-15 00:28:39,257 - mmaction - INFO - Epoch [13][1060/1743] lr: 1.000e-02, eta: 2 days, 10:21:24, time: 1.365, data_time: 0.156, memory: 3025, loss_cls: 2.6957, loss: 2.6957, grad_norm: 2.7054 2020-10-15 00:29:04,806 - mmaction - INFO - Epoch [13][1080/1743] lr: 1.000e-02, eta: 2 days, 10:20:43, time: 1.281, data_time: 0.162, memory: 3025, loss_cls: 2.6823, loss: 2.6823, grad_norm: 2.6694 2020-10-15 00:29:33,527 - mmaction - INFO - Epoch [13][1100/1743] lr: 1.000e-02, eta: 2 days, 10:20:23, time: 1.435, data_time: 0.028, memory: 3025, loss_cls: 2.7023, loss: 2.7023, grad_norm: 2.6941 2020-10-15 00:29:56,175 - mmaction - INFO - Epoch [13][1120/1743] lr: 1.000e-02, eta: 2 days, 10:19:21, time: 1.130, data_time: 0.001, memory: 3025, loss_cls: 2.6708, loss: 2.6708, grad_norm: 2.6860 2020-10-15 00:30:22,475 - mmaction - INFO - Epoch [13][1140/1743] lr: 1.000e-02, eta: 2 days, 10:18:45, time: 1.317, data_time: 0.013, memory: 3025, loss_cls: 2.7042, loss: 2.7042, grad_norm: 2.7343 2020-10-15 00:30:49,881 - mmaction - INFO - Epoch [13][1160/1743] lr: 1.000e-02, eta: 2 days, 10:18:16, time: 1.370, data_time: 0.049, memory: 3025, loss_cls: 2.6555, loss: 2.6555, grad_norm: 2.6599 2020-10-15 00:31:18,584 - mmaction - INFO - Epoch [13][1180/1743] lr: 1.000e-02, eta: 2 days, 10:17:56, time: 1.434, data_time: 0.022, memory: 3025, loss_cls: 2.7209, loss: 2.7209, grad_norm: 2.7148 2020-10-15 00:31:45,679 - mmaction - INFO - Epoch [13][1200/1743] lr: 1.000e-02, eta: 2 days, 10:17:25, time: 1.356, data_time: 0.024, memory: 3025, loss_cls: 2.7032, loss: 2.7032, grad_norm: 2.6937 2020-10-15 00:32:13,812 - mmaction - INFO - Epoch [13][1220/1743] lr: 1.000e-02, eta: 2 days, 10:17:01, time: 1.406, data_time: 0.268, memory: 3025, loss_cls: 2.6782, loss: 2.6782, grad_norm: 2.7388 2020-10-15 00:32:42,236 - mmaction - INFO - Epoch [13][1240/1743] lr: 1.000e-02, eta: 2 days, 10:16:40, time: 1.422, data_time: 0.008, memory: 3025, loss_cls: 2.6914, loss: 2.6914, grad_norm: 2.6794 2020-10-15 00:33:10,515 - mmaction - INFO - Epoch [13][1260/1743] lr: 1.000e-02, eta: 2 days, 10:16:17, time: 1.413, data_time: 0.001, memory: 3025, loss_cls: 2.7041, loss: 2.7041, grad_norm: 2.7074 2020-10-15 00:33:39,091 - mmaction - INFO - Epoch [13][1280/1743] lr: 1.000e-02, eta: 2 days, 10:15:56, time: 1.429, data_time: 0.006, memory: 3025, loss_cls: 2.6797, loss: 2.6797, grad_norm: 2.7113 2020-10-15 00:34:04,378 - mmaction - INFO - Epoch [13][1300/1743] lr: 1.000e-02, eta: 2 days, 10:15:13, time: 1.264, data_time: 0.288, memory: 3025, loss_cls: 2.6754, loss: 2.6754, grad_norm: 2.7030 2020-10-15 00:34:31,802 - mmaction - INFO - Epoch [13][1320/1743] lr: 1.000e-02, eta: 2 days, 10:14:44, time: 1.372, data_time: 0.242, memory: 3025, loss_cls: 2.6990, loss: 2.6990, grad_norm: 2.7122 2020-10-15 00:34:58,345 - mmaction - INFO - Epoch [13][1340/1743] lr: 1.000e-02, eta: 2 days, 10:14:09, time: 1.327, data_time: 0.003, memory: 3025, loss_cls: 2.6932, loss: 2.6932, grad_norm: 2.7389 2020-10-15 00:35:24,006 - mmaction - INFO - Epoch [13][1360/1743] lr: 1.000e-02, eta: 2 days, 10:13:28, time: 1.280, data_time: 0.006, memory: 3025, loss_cls: 2.7058, loss: 2.7058, grad_norm: 2.7156 2020-10-15 00:35:50,331 - mmaction - INFO - Epoch [13][1380/1743] lr: 1.000e-02, eta: 2 days, 10:12:53, time: 1.320, data_time: 0.005, memory: 3025, loss_cls: 2.7072, loss: 2.7072, grad_norm: 2.7135 2020-10-15 00:36:14,063 - mmaction - INFO - Epoch [13][1400/1743] lr: 1.000e-02, eta: 2 days, 10:11:59, time: 1.184, data_time: 0.244, memory: 3025, loss_cls: 2.7482, loss: 2.7482, grad_norm: 2.7663 2020-10-15 00:36:43,722 - mmaction - INFO - Epoch [13][1420/1743] lr: 1.000e-02, eta: 2 days, 10:11:46, time: 1.484, data_time: 0.149, memory: 3025, loss_cls: 2.6965, loss: 2.6965, grad_norm: 2.6920 2020-10-15 00:37:09,609 - mmaction - INFO - Epoch [13][1440/1743] lr: 1.000e-02, eta: 2 days, 10:11:07, time: 1.296, data_time: 0.028, memory: 3025, loss_cls: 2.7055, loss: 2.7055, grad_norm: 2.6825 2020-10-15 00:37:36,260 - mmaction - INFO - Epoch [13][1460/1743] lr: 1.000e-02, eta: 2 days, 10:10:32, time: 1.328, data_time: 0.001, memory: 3025, loss_cls: 2.6856, loss: 2.6856, grad_norm: 2.6843 2020-10-15 00:38:02,278 - mmaction - INFO - Epoch [13][1480/1743] lr: 1.000e-02, eta: 2 days, 10:09:55, time: 1.304, data_time: 0.005, memory: 3025, loss_cls: 2.7155, loss: 2.7155, grad_norm: 2.7598 2020-10-15 00:38:27,539 - mmaction - INFO - Epoch [13][1500/1743] lr: 1.000e-02, eta: 2 days, 10:09:11, time: 1.261, data_time: 0.024, memory: 3025, loss_cls: 2.7324, loss: 2.7324, grad_norm: 2.7136 2020-10-15 00:38:51,091 - mmaction - INFO - Epoch [13][1520/1743] lr: 1.000e-02, eta: 2 days, 10:08:17, time: 1.178, data_time: 0.004, memory: 3025, loss_cls: 2.6466, loss: 2.6466, grad_norm: 2.6630 2020-10-15 00:39:14,986 - mmaction - INFO - Epoch [13][1540/1743] lr: 1.000e-02, eta: 2 days, 10:07:25, time: 1.198, data_time: 0.009, memory: 3025, loss_cls: 2.6790, loss: 2.6790, grad_norm: 2.6839 2020-10-15 00:39:40,810 - mmaction - INFO - Epoch [13][1560/1743] lr: 1.000e-02, eta: 2 days, 10:06:45, time: 1.291, data_time: 0.003, memory: 3025, loss_cls: 2.7215, loss: 2.7215, grad_norm: 2.7028 2020-10-15 00:40:08,259 - mmaction - INFO - Epoch [13][1580/1743] lr: 1.000e-02, eta: 2 days, 10:06:16, time: 1.367, data_time: 0.006, memory: 3025, loss_cls: 2.6979, loss: 2.6979, grad_norm: 2.7261 2020-10-15 00:40:34,256 - mmaction - INFO - Epoch [13][1600/1743] lr: 1.000e-02, eta: 2 days, 10:05:39, time: 1.304, data_time: 0.007, memory: 3025, loss_cls: 2.6982, loss: 2.6982, grad_norm: 2.7468 2020-10-15 00:41:02,346 - mmaction - INFO - Epoch [13][1620/1743] lr: 1.000e-02, eta: 2 days, 10:05:14, time: 1.403, data_time: 0.036, memory: 3025, loss_cls: 2.6751, loss: 2.6751, grad_norm: 2.6997 2020-10-15 00:41:30,588 - mmaction - INFO - Epoch [13][1640/1743] lr: 1.000e-02, eta: 2 days, 10:04:52, time: 1.413, data_time: 0.042, memory: 3025, loss_cls: 2.7015, loss: 2.7015, grad_norm: 2.7421 2020-10-15 00:41:56,442 - mmaction - INFO - Epoch [13][1660/1743] lr: 1.000e-02, eta: 2 days, 10:04:13, time: 1.293, data_time: 0.076, memory: 3025, loss_cls: 2.6773, loss: 2.6773, grad_norm: 2.7042 2020-10-15 00:42:23,107 - mmaction - INFO - Epoch [13][1680/1743] lr: 1.000e-02, eta: 2 days, 10:03:39, time: 1.334, data_time: 0.125, memory: 3025, loss_cls: 2.6636, loss: 2.6636, grad_norm: 2.6304 2020-10-15 00:42:48,114 - mmaction - INFO - Epoch [13][1700/1743] lr: 1.000e-02, eta: 2 days, 10:02:54, time: 1.247, data_time: 0.005, memory: 3025, loss_cls: 2.7212, loss: 2.7212, grad_norm: 2.7818 2020-10-15 00:43:13,271 - mmaction - INFO - Epoch [13][1720/1743] lr: 1.000e-02, eta: 2 days, 10:02:11, time: 1.260, data_time: 0.007, memory: 3025, loss_cls: 2.6911, loss: 2.6911, grad_norm: 2.7155 2020-10-15 00:43:38,952 - mmaction - INFO - Epoch [13][1740/1743] lr: 1.000e-02, eta: 2 days, 10:01:31, time: 1.281, data_time: 0.003, memory: 3025, loss_cls: 2.6920, loss: 2.6920, grad_norm: 2.6917 2020-10-15 00:44:18,778 - mmaction - INFO - Epoch [14][20/1743] lr: 1.000e-02, eta: 2 days, 10:01:31, time: 1.822, data_time: 1.052, memory: 3025, loss_cls: 2.6683, loss: 2.6683, grad_norm: 2.6389 2020-10-15 00:44:46,217 - mmaction - INFO - Epoch [14][40/1743] lr: 1.000e-02, eta: 2 days, 10:01:02, time: 1.370, data_time: 0.088, memory: 3025, loss_cls: 2.6523, loss: 2.6523, grad_norm: 2.6312 2020-10-15 00:45:11,763 - mmaction - INFO - Epoch [14][60/1743] lr: 1.000e-02, eta: 2 days, 10:00:21, time: 1.279, data_time: 0.006, memory: 3025, loss_cls: 2.6797, loss: 2.6797, grad_norm: 2.6765 2020-10-15 00:45:36,878 - mmaction - INFO - Epoch [14][80/1743] lr: 1.000e-02, eta: 2 days, 9:59:37, time: 1.255, data_time: 0.002, memory: 3025, loss_cls: 2.6696, loss: 2.6696, grad_norm: 2.7005 2020-10-15 00:46:00,413 - mmaction - INFO - Epoch [14][100/1743] lr: 1.000e-02, eta: 2 days, 9:58:43, time: 1.177, data_time: 0.002, memory: 3025, loss_cls: 2.6967, loss: 2.6967, grad_norm: 2.7139 2020-10-15 00:46:24,387 - mmaction - INFO - Epoch [14][120/1743] lr: 1.000e-02, eta: 2 days, 9:57:52, time: 1.199, data_time: 0.002, memory: 3025, loss_cls: 2.6734, loss: 2.6734, grad_norm: 2.7550 2020-10-15 00:46:48,940 - mmaction - INFO - Epoch [14][140/1743] lr: 1.000e-02, eta: 2 days, 9:57:04, time: 1.223, data_time: 0.001, memory: 3025, loss_cls: 2.6680, loss: 2.6680, grad_norm: 2.7374 2020-10-15 00:47:13,655 - mmaction - INFO - Epoch [14][160/1743] lr: 1.000e-02, eta: 2 days, 9:56:18, time: 1.239, data_time: 0.005, memory: 3025, loss_cls: 2.7090, loss: 2.7090, grad_norm: 2.7858 2020-10-15 00:47:37,838 - mmaction - INFO - Epoch [14][180/1743] lr: 1.000e-02, eta: 2 days, 9:55:27, time: 1.203, data_time: 0.124, memory: 3025, loss_cls: 2.6607, loss: 2.6607, grad_norm: 2.6995 2020-10-15 00:48:01,263 - mmaction - INFO - Epoch [14][200/1743] lr: 1.000e-02, eta: 2 days, 9:54:33, time: 1.174, data_time: 0.208, memory: 3025, loss_cls: 2.6852, loss: 2.6852, grad_norm: 2.7302 2020-10-15 00:48:25,631 - mmaction - INFO - Epoch [14][220/1743] lr: 1.000e-02, eta: 2 days, 9:53:45, time: 1.221, data_time: 0.007, memory: 3025, loss_cls: 2.7118, loss: 2.7118, grad_norm: 2.7780 2020-10-15 00:48:50,730 - mmaction - INFO - Epoch [14][240/1743] lr: 1.000e-02, eta: 2 days, 9:53:01, time: 1.255, data_time: 0.006, memory: 3025, loss_cls: 2.6536, loss: 2.6536, grad_norm: 2.6762 2020-10-15 00:49:12,425 - mmaction - INFO - Epoch [14][260/1743] lr: 1.000e-02, eta: 2 days, 9:51:55, time: 1.086, data_time: 0.005, memory: 3025, loss_cls: 2.6560, loss: 2.6560, grad_norm: 2.7035 2020-10-15 00:49:38,094 - mmaction - INFO - Epoch [14][280/1743] lr: 1.000e-02, eta: 2 days, 9:51:15, time: 1.281, data_time: 0.002, memory: 3025, loss_cls: 2.6832, loss: 2.6832, grad_norm: 2.7572 2020-10-15 00:50:01,559 - mmaction - INFO - Epoch [14][300/1743] lr: 1.000e-02, eta: 2 days, 9:50:21, time: 1.171, data_time: 0.254, memory: 3025, loss_cls: 2.6444, loss: 2.6444, grad_norm: 2.6906 2020-10-15 00:50:26,579 - mmaction - INFO - Epoch [14][320/1743] lr: 1.000e-02, eta: 2 days, 9:49:37, time: 1.254, data_time: 0.009, memory: 3025, loss_cls: 2.6806, loss: 2.6806, grad_norm: 2.7338 2020-10-15 00:50:52,474 - mmaction - INFO - Epoch [14][340/1743] lr: 1.000e-02, eta: 2 days, 9:48:59, time: 1.297, data_time: 0.247, memory: 3025, loss_cls: 2.6705, loss: 2.6705, grad_norm: 2.7201 2020-10-15 00:51:19,694 - mmaction - INFO - Epoch [14][360/1743] lr: 1.000e-02, eta: 2 days, 9:48:30, time: 1.361, data_time: 0.603, memory: 3025, loss_cls: 2.6487, loss: 2.6487, grad_norm: 2.6833 2020-10-15 00:51:44,533 - mmaction - INFO - Epoch [14][380/1743] lr: 1.000e-02, eta: 2 days, 9:47:45, time: 1.243, data_time: 0.194, memory: 3025, loss_cls: 2.6698, loss: 2.6698, grad_norm: 2.7699 2020-10-15 00:52:07,837 - mmaction - INFO - Epoch [14][400/1743] lr: 1.000e-02, eta: 2 days, 9:46:49, time: 1.163, data_time: 0.001, memory: 3025, loss_cls: 2.6522, loss: 2.6522, grad_norm: 2.7326 2020-10-15 00:52:30,242 - mmaction - INFO - Epoch [14][420/1743] lr: 1.000e-02, eta: 2 days, 9:45:49, time: 1.122, data_time: 0.005, memory: 3025, loss_cls: 2.6405, loss: 2.6405, grad_norm: 2.7119 2020-10-15 00:52:53,452 - mmaction - INFO - Epoch [14][440/1743] lr: 1.000e-02, eta: 2 days, 9:44:53, time: 1.160, data_time: 0.001, memory: 3025, loss_cls: 2.6723, loss: 2.6723, grad_norm: 2.7618 2020-10-15 00:53:16,240 - mmaction - INFO - Epoch [14][460/1743] lr: 1.000e-02, eta: 2 days, 9:43:55, time: 1.140, data_time: 0.044, memory: 3025, loss_cls: 2.6737, loss: 2.6737, grad_norm: 2.7486 2020-10-15 00:53:41,439 - mmaction - INFO - Epoch [14][480/1743] lr: 1.000e-02, eta: 2 days, 9:43:12, time: 1.259, data_time: 0.185, memory: 3025, loss_cls: 2.6934, loss: 2.6934, grad_norm: 2.7282 2020-10-15 00:54:05,904 - mmaction - INFO - Epoch [14][500/1743] lr: 1.000e-02, eta: 2 days, 9:42:25, time: 1.224, data_time: 0.420, memory: 3025, loss_cls: 2.7041, loss: 2.7041, grad_norm: 2.7828 2020-10-15 00:54:29,923 - mmaction - INFO - Epoch [14][520/1743] lr: 1.000e-02, eta: 2 days, 9:41:35, time: 1.199, data_time: 0.002, memory: 3025, loss_cls: 2.6736, loss: 2.6736, grad_norm: 2.7355 2020-10-15 00:54:53,152 - mmaction - INFO - Epoch [14][540/1743] lr: 1.000e-02, eta: 2 days, 9:40:40, time: 1.164, data_time: 0.003, memory: 3025, loss_cls: 2.6656, loss: 2.6656, grad_norm: 2.7238 2020-10-15 00:55:16,208 - mmaction - INFO - Epoch [14][560/1743] lr: 1.000e-02, eta: 2 days, 9:39:43, time: 1.150, data_time: 0.001, memory: 3025, loss_cls: 2.7143, loss: 2.7143, grad_norm: 2.6895 2020-10-15 00:55:39,052 - mmaction - INFO - Epoch [14][580/1743] lr: 1.000e-02, eta: 2 days, 9:38:46, time: 1.143, data_time: 0.004, memory: 3025, loss_cls: 2.6777, loss: 2.6777, grad_norm: 2.7590 2020-10-15 00:56:02,540 - mmaction - INFO - Epoch [14][600/1743] lr: 1.000e-02, eta: 2 days, 9:37:52, time: 1.170, data_time: 0.266, memory: 3025, loss_cls: 2.6979, loss: 2.6979, grad_norm: 2.6946 2020-10-15 00:56:27,692 - mmaction - INFO - Epoch [14][620/1743] lr: 1.000e-02, eta: 2 days, 9:37:10, time: 1.262, data_time: 0.010, memory: 3025, loss_cls: 2.6649, loss: 2.6649, grad_norm: 2.7460 2020-10-15 00:56:51,122 - mmaction - INFO - Epoch [14][640/1743] lr: 1.000e-02, eta: 2 days, 9:36:16, time: 1.169, data_time: 0.035, memory: 3025, loss_cls: 2.6895, loss: 2.6895, grad_norm: 2.7126 2020-10-15 00:57:14,251 - mmaction - INFO - Epoch [14][660/1743] lr: 1.000e-02, eta: 2 days, 9:35:20, time: 1.156, data_time: 0.003, memory: 3025, loss_cls: 2.6899, loss: 2.6899, grad_norm: 2.6917 2020-10-15 00:57:36,749 - mmaction - INFO - Epoch [14][680/1743] lr: 1.000e-02, eta: 2 days, 9:34:21, time: 1.126, data_time: 0.008, memory: 3025, loss_cls: 2.7012, loss: 2.7012, grad_norm: 2.7528 2020-10-15 00:58:01,070 - mmaction - INFO - Epoch [14][700/1743] lr: 1.000e-02, eta: 2 days, 9:33:34, time: 1.218, data_time: 0.018, memory: 3025, loss_cls: 2.7138, loss: 2.7138, grad_norm: 2.7721 2020-10-15 00:58:22,960 - mmaction - INFO - Epoch [14][720/1743] lr: 1.000e-02, eta: 2 days, 9:32:30, time: 1.094, data_time: 0.002, memory: 3025, loss_cls: 2.6853, loss: 2.6853, grad_norm: 2.7500 2020-10-15 00:58:47,276 - mmaction - INFO - Epoch [14][740/1743] lr: 1.000e-02, eta: 2 days, 9:31:42, time: 1.214, data_time: 0.001, memory: 3025, loss_cls: 2.6973, loss: 2.6973, grad_norm: 2.7193 2020-10-15 00:59:11,521 - mmaction - INFO - Epoch [14][760/1743] lr: 1.000e-02, eta: 2 days, 9:30:54, time: 1.213, data_time: 0.041, memory: 3025, loss_cls: 2.6562, loss: 2.6562, grad_norm: 2.6493 2020-10-15 00:59:35,110 - mmaction - INFO - Epoch [14][780/1743] lr: 1.000e-02, eta: 2 days, 9:30:02, time: 1.179, data_time: 0.044, memory: 3025, loss_cls: 2.6917, loss: 2.6917, grad_norm: 2.7425 2020-10-15 01:00:00,269 - mmaction - INFO - Epoch [14][800/1743] lr: 1.000e-02, eta: 2 days, 9:29:20, time: 1.260, data_time: 0.129, memory: 3025, loss_cls: 2.7122, loss: 2.7122, grad_norm: 2.7658 2020-10-15 01:00:23,922 - mmaction - INFO - Epoch [14][820/1743] lr: 1.000e-02, eta: 2 days, 9:28:28, time: 1.179, data_time: 0.012, memory: 3025, loss_cls: 2.6250, loss: 2.6250, grad_norm: 2.6702 2020-10-15 01:00:47,980 - mmaction - INFO - Epoch [14][840/1743] lr: 1.000e-02, eta: 2 days, 9:27:39, time: 1.205, data_time: 0.005, memory: 3025, loss_cls: 2.6910, loss: 2.6910, grad_norm: 2.7878 2020-10-15 01:01:09,677 - mmaction - INFO - Epoch [14][860/1743] lr: 1.000e-02, eta: 2 days, 9:26:35, time: 1.086, data_time: 0.010, memory: 3025, loss_cls: 2.7268, loss: 2.7268, grad_norm: 2.7926 2020-10-15 01:01:34,876 - mmaction - INFO - Epoch [14][880/1743] lr: 1.000e-02, eta: 2 days, 9:25:53, time: 1.259, data_time: 0.137, memory: 3025, loss_cls: 2.6708, loss: 2.6708, grad_norm: 2.7339 2020-10-15 01:01:59,728 - mmaction - INFO - Epoch [14][900/1743] lr: 1.000e-02, eta: 2 days, 9:25:09, time: 1.243, data_time: 0.098, memory: 3025, loss_cls: 2.7067, loss: 2.7067, grad_norm: 2.7433 2020-10-15 01:02:22,927 - mmaction - INFO - Epoch [14][920/1743] lr: 1.000e-02, eta: 2 days, 9:24:14, time: 1.159, data_time: 0.036, memory: 3025, loss_cls: 2.7371, loss: 2.7371, grad_norm: 2.7462 2020-10-15 01:02:47,696 - mmaction - INFO - Epoch [14][940/1743] lr: 1.000e-02, eta: 2 days, 9:23:30, time: 1.237, data_time: 0.107, memory: 3025, loss_cls: 2.6147, loss: 2.6147, grad_norm: 2.6385 2020-10-15 01:03:12,293 - mmaction - INFO - Epoch [14][960/1743] lr: 1.000e-02, eta: 2 days, 9:22:45, time: 1.231, data_time: 0.007, memory: 3025, loss_cls: 2.6956, loss: 2.6956, grad_norm: 2.7324 2020-10-15 01:03:34,360 - mmaction - INFO - Epoch [14][980/1743] lr: 1.000e-02, eta: 2 days, 9:21:43, time: 1.105, data_time: 0.009, memory: 3025, loss_cls: 2.6865, loss: 2.6865, grad_norm: 2.7257 2020-10-15 01:03:57,770 - mmaction - INFO - Epoch [14][1000/1743] lr: 1.000e-02, eta: 2 days, 9:20:50, time: 1.169, data_time: 0.057, memory: 3025, loss_cls: 2.6727, loss: 2.6727, grad_norm: 2.7120 2020-10-15 01:04:22,428 - mmaction - INFO - Epoch [14][1020/1743] lr: 1.000e-02, eta: 2 days, 9:20:05, time: 1.233, data_time: 0.138, memory: 3025, loss_cls: 2.7026, loss: 2.7026, grad_norm: 2.7002 2020-10-15 01:04:47,063 - mmaction - INFO - Epoch [14][1040/1743] lr: 1.000e-02, eta: 2 days, 9:19:21, time: 1.233, data_time: 0.092, memory: 3025, loss_cls: 2.6873, loss: 2.6873, grad_norm: 2.7152 2020-10-15 01:05:09,395 - mmaction - INFO - Epoch [14][1060/1743] lr: 1.000e-02, eta: 2 days, 9:18:20, time: 1.112, data_time: 0.050, memory: 3025, loss_cls: 2.6668, loss: 2.6668, grad_norm: 2.6792 2020-10-15 01:05:35,190 - mmaction - INFO - Epoch [14][1080/1743] lr: 1.000e-02, eta: 2 days, 9:17:43, time: 1.292, data_time: 0.252, memory: 3025, loss_cls: 2.7077, loss: 2.7077, grad_norm: 2.7559 2020-10-15 01:06:01,305 - mmaction - INFO - Epoch [14][1100/1743] lr: 1.000e-02, eta: 2 days, 9:17:07, time: 1.305, data_time: 0.004, memory: 3025, loss_cls: 2.6659, loss: 2.6659, grad_norm: 2.7432 2020-10-15 01:06:26,081 - mmaction - INFO - Epoch [14][1120/1743] lr: 1.000e-02, eta: 2 days, 9:16:24, time: 1.241, data_time: 0.136, memory: 3025, loss_cls: 2.6753, loss: 2.6753, grad_norm: 2.7123 2020-10-15 01:06:52,135 - mmaction - INFO - Epoch [14][1140/1743] lr: 1.000e-02, eta: 2 days, 9:15:48, time: 1.302, data_time: 0.005, memory: 3025, loss_cls: 2.6608, loss: 2.6608, grad_norm: 2.7269 2020-10-15 01:07:16,799 - mmaction - INFO - Epoch [14][1160/1743] lr: 1.000e-02, eta: 2 days, 9:15:03, time: 1.235, data_time: 0.004, memory: 3025, loss_cls: 2.6559, loss: 2.6559, grad_norm: 2.7283 2020-10-15 01:07:38,501 - mmaction - INFO - Epoch [14][1180/1743] lr: 1.000e-02, eta: 2 days, 9:14:00, time: 1.086, data_time: 0.002, memory: 3025, loss_cls: 2.6531, loss: 2.6531, grad_norm: 2.7008 2020-10-15 01:08:01,642 - mmaction - INFO - Epoch [14][1200/1743] lr: 1.000e-02, eta: 2 days, 9:13:06, time: 1.156, data_time: 0.001, memory: 3025, loss_cls: 2.6634, loss: 2.6634, grad_norm: 2.7110 2020-10-15 01:08:26,129 - mmaction - INFO - Epoch [14][1220/1743] lr: 1.000e-02, eta: 2 days, 9:12:20, time: 1.224, data_time: 0.015, memory: 3025, loss_cls: 2.6954, loss: 2.6954, grad_norm: 2.7481 2020-10-15 01:08:49,457 - mmaction - INFO - Epoch [14][1240/1743] lr: 1.000e-02, eta: 2 days, 9:11:27, time: 1.168, data_time: 0.025, memory: 3025, loss_cls: 2.7217, loss: 2.7217, grad_norm: 2.7847 2020-10-15 01:09:12,993 - mmaction - INFO - Epoch [14][1260/1743] lr: 1.000e-02, eta: 2 days, 9:10:35, time: 1.173, data_time: 0.001, memory: 3025, loss_cls: 2.6601, loss: 2.6601, grad_norm: 2.7169 2020-10-15 01:09:36,169 - mmaction - INFO - Epoch [14][1280/1743] lr: 1.000e-02, eta: 2 days, 9:09:42, time: 1.160, data_time: 0.005, memory: 3025, loss_cls: 2.6317, loss: 2.6317, grad_norm: 2.6974 2020-10-15 01:09:58,861 - mmaction - INFO - Epoch [14][1300/1743] lr: 1.000e-02, eta: 2 days, 9:08:45, time: 1.135, data_time: 0.003, memory: 3025, loss_cls: 2.6630, loss: 2.6630, grad_norm: 2.7740 2020-10-15 01:10:19,870 - mmaction - INFO - Epoch [14][1320/1743] lr: 1.000e-02, eta: 2 days, 9:07:38, time: 1.050, data_time: 0.047, memory: 3025, loss_cls: 2.6648, loss: 2.6648, grad_norm: 2.7031 2020-10-15 01:10:43,695 - mmaction - INFO - Epoch [14][1340/1743] lr: 1.000e-02, eta: 2 days, 9:06:48, time: 1.189, data_time: 0.184, memory: 3025, loss_cls: 2.6766, loss: 2.6766, grad_norm: 2.7626 2020-10-15 01:11:06,762 - mmaction - INFO - Epoch [14][1360/1743] lr: 1.000e-02, eta: 2 days, 9:05:53, time: 1.150, data_time: 0.111, memory: 3025, loss_cls: 2.7032, loss: 2.7032, grad_norm: 2.7765 2020-10-15 01:11:29,311 - mmaction - INFO - Epoch [14][1380/1743] lr: 1.000e-02, eta: 2 days, 9:04:57, time: 1.134, data_time: 0.010, memory: 3025, loss_cls: 2.6680, loss: 2.6680, grad_norm: 2.7711 2020-10-15 01:11:52,546 - mmaction - INFO - Epoch [14][1400/1743] lr: 1.000e-02, eta: 2 days, 9:04:04, time: 1.162, data_time: 0.002, memory: 3025, loss_cls: 2.6856, loss: 2.6856, grad_norm: 2.7436 2020-10-15 01:12:12,794 - mmaction - INFO - Epoch [14][1420/1743] lr: 1.000e-02, eta: 2 days, 9:02:52, time: 1.011, data_time: 0.002, memory: 3025, loss_cls: 2.6564, loss: 2.6564, grad_norm: 2.7121 2020-10-15 01:12:36,007 - mmaction - INFO - Epoch [14][1440/1743] lr: 1.000e-02, eta: 2 days, 9:01:59, time: 1.162, data_time: 0.002, memory: 3025, loss_cls: 2.7178, loss: 2.7178, grad_norm: 2.7755 2020-10-15 01:13:00,074 - mmaction - INFO - Epoch [14][1460/1743] lr: 1.000e-02, eta: 2 days, 9:01:11, time: 1.203, data_time: 0.001, memory: 3025, loss_cls: 2.6784, loss: 2.6784, grad_norm: 2.7814 2020-10-15 01:13:21,445 - mmaction - INFO - Epoch [14][1480/1743] lr: 1.000e-02, eta: 2 days, 9:00:06, time: 1.066, data_time: 0.002, memory: 3025, loss_cls: 2.6859, loss: 2.6859, grad_norm: 2.8029 2020-10-15 01:13:44,043 - mmaction - INFO - Epoch [14][1500/1743] lr: 1.000e-02, eta: 2 days, 8:59:10, time: 1.129, data_time: 0.006, memory: 3025, loss_cls: 2.7239, loss: 2.7239, grad_norm: 2.7376 2020-10-15 01:14:06,774 - mmaction - INFO - Epoch [14][1520/1743] lr: 1.000e-02, eta: 2 days, 8:58:14, time: 1.136, data_time: 0.006, memory: 3025, loss_cls: 2.6658, loss: 2.6658, grad_norm: 2.7416 2020-10-15 01:14:29,148 - mmaction - INFO - Epoch [14][1540/1743] lr: 1.000e-02, eta: 2 days, 8:57:16, time: 1.120, data_time: 0.334, memory: 3025, loss_cls: 2.7024, loss: 2.7024, grad_norm: 2.7611 2020-10-15 01:14:51,900 - mmaction - INFO - Epoch [14][1560/1743] lr: 1.000e-02, eta: 2 days, 8:56:20, time: 1.139, data_time: 0.375, memory: 3025, loss_cls: 2.6607, loss: 2.6607, grad_norm: 2.7283 2020-10-15 01:15:13,799 - mmaction - INFO - Epoch [14][1580/1743] lr: 1.000e-02, eta: 2 days, 8:55:20, time: 1.095, data_time: 0.061, memory: 3025, loss_cls: 2.6841, loss: 2.6841, grad_norm: 2.7194 2020-10-15 01:15:36,566 - mmaction - INFO - Epoch [14][1600/1743] lr: 1.000e-02, eta: 2 days, 8:54:24, time: 1.136, data_time: 0.030, memory: 3025, loss_cls: 2.6384, loss: 2.6384, grad_norm: 2.6762 2020-10-15 01:15:58,422 - mmaction - INFO - Epoch [14][1620/1743] lr: 1.000e-02, eta: 2 days, 8:53:23, time: 1.097, data_time: 0.022, memory: 3025, loss_cls: 2.6481, loss: 2.6481, grad_norm: 2.7295 2020-10-15 01:16:21,276 - mmaction - INFO - Epoch [14][1640/1743] lr: 1.000e-02, eta: 2 days, 8:52:28, time: 1.141, data_time: 0.030, memory: 3025, loss_cls: 2.6470, loss: 2.6470, grad_norm: 2.7232 2020-10-15 01:16:43,735 - mmaction - INFO - Epoch [14][1660/1743] lr: 1.000e-02, eta: 2 days, 8:51:31, time: 1.121, data_time: 0.019, memory: 3025, loss_cls: 2.7062, loss: 2.7062, grad_norm: 2.7722 2020-10-15 01:17:06,906 - mmaction - INFO - Epoch [14][1680/1743] lr: 1.000e-02, eta: 2 days, 8:50:39, time: 1.161, data_time: 0.180, memory: 3025, loss_cls: 2.6582, loss: 2.6582, grad_norm: 2.6873 2020-10-15 01:17:29,984 - mmaction - INFO - Epoch [14][1700/1743] lr: 1.000e-02, eta: 2 days, 8:49:45, time: 1.151, data_time: 0.089, memory: 3025, loss_cls: 2.6938, loss: 2.6938, grad_norm: 2.7164 2020-10-15 01:17:53,085 - mmaction - INFO - Epoch [14][1720/1743] lr: 1.000e-02, eta: 2 days, 8:48:52, time: 1.158, data_time: 0.224, memory: 3025, loss_cls: 2.6955, loss: 2.6955, grad_norm: 2.7265 2020-10-15 01:18:15,165 - mmaction - INFO - Epoch [14][1740/1743] lr: 1.000e-02, eta: 2 days, 8:47:53, time: 1.104, data_time: 0.039, memory: 3025, loss_cls: 2.6672, loss: 2.6672, grad_norm: 2.7064 2020-10-15 01:18:54,292 - mmaction - INFO - Epoch [15][20/1743] lr: 1.000e-02, eta: 2 days, 8:47:43, time: 1.738, data_time: 0.655, memory: 3025, loss_cls: 2.6739, loss: 2.6739, grad_norm: 2.7100 2020-10-15 01:19:16,204 - mmaction - INFO - Epoch [15][40/1743] lr: 1.000e-02, eta: 2 days, 8:46:42, time: 1.097, data_time: 0.009, memory: 3025, loss_cls: 2.6977, loss: 2.6977, grad_norm: 2.7862 2020-10-15 01:19:39,777 - mmaction - INFO - Epoch [15][60/1743] lr: 1.000e-02, eta: 2 days, 8:45:52, time: 1.178, data_time: 0.034, memory: 3025, loss_cls: 2.6620, loss: 2.6620, grad_norm: 2.7834 2020-10-15 01:20:02,360 - mmaction - INFO - Epoch [15][80/1743] lr: 1.000e-02, eta: 2 days, 8:44:57, time: 1.130, data_time: 0.060, memory: 3025, loss_cls: 2.6526, loss: 2.6526, grad_norm: 2.7695 2020-10-15 01:20:25,993 - mmaction - INFO - Epoch [15][100/1743] lr: 1.000e-02, eta: 2 days, 8:44:07, time: 1.180, data_time: 0.068, memory: 3025, loss_cls: 2.6448, loss: 2.6448, grad_norm: 2.6821 2020-10-15 01:20:48,149 - mmaction - INFO - Epoch [15][120/1743] lr: 1.000e-02, eta: 2 days, 8:43:08, time: 1.108, data_time: 0.026, memory: 3025, loss_cls: 2.6444, loss: 2.6444, grad_norm: 2.7234 2020-10-15 01:21:12,073 - mmaction - INFO - Epoch [15][140/1743] lr: 1.000e-02, eta: 2 days, 8:42:21, time: 1.197, data_time: 0.004, memory: 3025, loss_cls: 2.6689, loss: 2.6689, grad_norm: 2.7517 2020-10-15 01:21:36,876 - mmaction - INFO - Epoch [15][160/1743] lr: 1.000e-02, eta: 2 days, 8:41:38, time: 1.238, data_time: 0.006, memory: 3025, loss_cls: 2.6211, loss: 2.6211, grad_norm: 2.6413 2020-10-15 01:21:59,788 - mmaction - INFO - Epoch [15][180/1743] lr: 1.000e-02, eta: 2 days, 8:40:44, time: 1.145, data_time: 0.007, memory: 3025, loss_cls: 2.6376, loss: 2.6376, grad_norm: 2.7218 2020-10-15 01:22:21,541 - mmaction - INFO - Epoch [15][200/1743] lr: 1.000e-02, eta: 2 days, 8:39:44, time: 1.091, data_time: 0.005, memory: 3025, loss_cls: 2.7054, loss: 2.7054, grad_norm: 2.7713 2020-10-15 01:22:44,769 - mmaction - INFO - Epoch [15][220/1743] lr: 1.000e-02, eta: 2 days, 8:38:52, time: 1.160, data_time: 0.003, memory: 3025, loss_cls: 2.6157, loss: 2.6157, grad_norm: 2.7471 2020-10-15 01:23:07,229 - mmaction - INFO - Epoch [15][240/1743] lr: 1.000e-02, eta: 2 days, 8:37:56, time: 1.125, data_time: 0.003, memory: 3025, loss_cls: 2.6597, loss: 2.6597, grad_norm: 2.7431 2020-10-15 01:23:29,804 - mmaction - INFO - Epoch [15][260/1743] lr: 1.000e-02, eta: 2 days, 8:37:00, time: 1.126, data_time: 0.005, memory: 3025, loss_cls: 2.6447, loss: 2.6447, grad_norm: 2.7323 2020-10-15 01:23:53,391 - mmaction - INFO - Epoch [15][280/1743] lr: 1.000e-02, eta: 2 days, 8:36:11, time: 1.182, data_time: 0.004, memory: 3025, loss_cls: 2.6787, loss: 2.6787, grad_norm: 2.7569 2020-10-15 01:24:17,709 - mmaction - INFO - Epoch [15][300/1743] lr: 1.000e-02, eta: 2 days, 8:35:26, time: 1.213, data_time: 0.002, memory: 3025, loss_cls: 2.6656, loss: 2.6656, grad_norm: 2.7721 2020-10-15 01:24:40,224 - mmaction - INFO - Epoch [15][320/1743] lr: 1.000e-02, eta: 2 days, 8:34:30, time: 1.127, data_time: 0.123, memory: 3025, loss_cls: 2.6587, loss: 2.6587, grad_norm: 2.7496 2020-10-15 01:25:03,771 - mmaction - INFO - Epoch [15][340/1743] lr: 1.000e-02, eta: 2 days, 8:33:40, time: 1.173, data_time: 0.002, memory: 3025, loss_cls: 2.6934, loss: 2.6934, grad_norm: 2.8071 2020-10-15 01:25:26,760 - mmaction - INFO - Epoch [15][360/1743] lr: 1.000e-02, eta: 2 days, 8:32:48, time: 1.155, data_time: 0.031, memory: 3025, loss_cls: 2.7004, loss: 2.7004, grad_norm: 2.8065 2020-10-15 01:25:50,768 - mmaction - INFO - Epoch [15][380/1743] lr: 1.000e-02, eta: 2 days, 8:32:01, time: 1.197, data_time: 0.030, memory: 3025, loss_cls: 2.6833, loss: 2.6833, grad_norm: 2.7265 2020-10-15 01:26:14,641 - mmaction - INFO - Epoch [15][400/1743] lr: 1.000e-02, eta: 2 days, 8:31:14, time: 1.195, data_time: 0.036, memory: 3025, loss_cls: 2.6672, loss: 2.6672, grad_norm: 2.7601 2020-10-15 01:26:38,147 - mmaction - INFO - Epoch [15][420/1743] lr: 1.000e-02, eta: 2 days, 8:30:24, time: 1.176, data_time: 0.004, memory: 3025, loss_cls: 2.6473, loss: 2.6473, grad_norm: 2.7454 2020-10-15 01:27:02,380 - mmaction - INFO - Epoch [15][440/1743] lr: 1.000e-02, eta: 2 days, 8:29:39, time: 1.211, data_time: 0.029, memory: 3025, loss_cls: 2.6819, loss: 2.6819, grad_norm: 2.7006 2020-10-15 01:27:24,472 - mmaction - INFO - Epoch [15][460/1743] lr: 1.000e-02, eta: 2 days, 8:28:41, time: 1.104, data_time: 0.106, memory: 3025, loss_cls: 2.6746, loss: 2.6746, grad_norm: 2.7803 2020-10-15 01:27:48,168 - mmaction - INFO - Epoch [15][480/1743] lr: 1.000e-02, eta: 2 days, 8:27:53, time: 1.188, data_time: 0.169, memory: 3025, loss_cls: 2.6368, loss: 2.6368, grad_norm: 2.6768 2020-10-15 01:28:10,721 - mmaction - INFO - Epoch [15][500/1743] lr: 1.000e-02, eta: 2 days, 8:26:57, time: 1.125, data_time: 0.001, memory: 3025, loss_cls: 2.6592, loss: 2.6592, grad_norm: 2.7144 2020-10-15 01:28:34,521 - mmaction - INFO - Epoch [15][520/1743] lr: 1.000e-02, eta: 2 days, 8:26:10, time: 1.193, data_time: 0.004, memory: 3025, loss_cls: 2.6784, loss: 2.6784, grad_norm: 2.7441 2020-10-15 01:28:57,138 - mmaction - INFO - Epoch [15][540/1743] lr: 1.000e-02, eta: 2 days, 8:25:15, time: 1.129, data_time: 0.002, memory: 3025, loss_cls: 2.6389, loss: 2.6389, grad_norm: 2.7230 2020-10-15 01:29:21,001 - mmaction - INFO - Epoch [15][560/1743] lr: 1.000e-02, eta: 2 days, 8:24:28, time: 1.193, data_time: 0.004, memory: 3025, loss_cls: 2.6710, loss: 2.6710, grad_norm: 2.7318 2020-10-15 01:29:44,798 - mmaction - INFO - Epoch [15][580/1743] lr: 1.000e-02, eta: 2 days, 8:23:40, time: 1.188, data_time: 0.003, memory: 3025, loss_cls: 2.6406, loss: 2.6406, grad_norm: 2.7593 2020-10-15 01:30:07,541 - mmaction - INFO - Epoch [15][600/1743] lr: 1.000e-02, eta: 2 days, 8:22:47, time: 1.140, data_time: 0.006, memory: 3025, loss_cls: 2.6775, loss: 2.6775, grad_norm: 2.7339 2020-10-15 01:30:31,368 - mmaction - INFO - Epoch [15][620/1743] lr: 1.000e-02, eta: 2 days, 8:21:59, time: 1.188, data_time: 0.002, memory: 3025, loss_cls: 2.6794, loss: 2.6794, grad_norm: 2.7233 2020-10-15 01:30:52,327 - mmaction - INFO - Epoch [15][640/1743] lr: 1.000e-02, eta: 2 days, 8:20:55, time: 1.050, data_time: 0.006, memory: 3025, loss_cls: 2.6983, loss: 2.6983, grad_norm: 2.7773 2020-10-15 01:31:15,796 - mmaction - INFO - Epoch [15][660/1743] lr: 1.000e-02, eta: 2 days, 8:20:06, time: 1.171, data_time: 0.142, memory: 3025, loss_cls: 2.6703, loss: 2.6703, grad_norm: 2.7506 2020-10-15 01:31:38,870 - mmaction - INFO - Epoch [15][680/1743] lr: 1.000e-02, eta: 2 days, 8:19:14, time: 1.157, data_time: 0.197, memory: 3025, loss_cls: 2.6519, loss: 2.6519, grad_norm: 2.7733 2020-10-15 01:32:01,583 - mmaction - INFO - Epoch [15][700/1743] lr: 1.000e-02, eta: 2 days, 8:18:21, time: 1.136, data_time: 0.122, memory: 3025, loss_cls: 2.6284, loss: 2.6284, grad_norm: 2.7453 2020-10-15 01:32:25,033 - mmaction - INFO - Epoch [15][720/1743] lr: 1.000e-02, eta: 2 days, 8:17:31, time: 1.170, data_time: 0.127, memory: 3025, loss_cls: 2.6273, loss: 2.6273, grad_norm: 2.7181 2020-10-15 01:32:47,579 - mmaction - INFO - Epoch [15][740/1743] lr: 1.000e-02, eta: 2 days, 8:16:37, time: 1.130, data_time: 0.005, memory: 3025, loss_cls: 2.6530, loss: 2.6530, grad_norm: 2.7465 2020-10-15 01:33:10,873 - mmaction - INFO - Epoch [15][760/1743] lr: 1.000e-02, eta: 2 days, 8:15:47, time: 1.165, data_time: 0.002, memory: 3025, loss_cls: 2.6890, loss: 2.6890, grad_norm: 2.7768 2020-10-15 01:33:33,294 - mmaction - INFO - Epoch [15][780/1743] lr: 1.000e-02, eta: 2 days, 8:14:51, time: 1.118, data_time: 0.002, memory: 3025, loss_cls: 2.6234, loss: 2.6234, grad_norm: 2.7393 2020-10-15 01:33:58,538 - mmaction - INFO - Epoch [15][800/1743] lr: 1.000e-02, eta: 2 days, 8:14:12, time: 1.260, data_time: 0.005, memory: 3025, loss_cls: 2.6264, loss: 2.6264, grad_norm: 2.6979 2020-10-15 01:34:21,397 - mmaction - INFO - Epoch [15][820/1743] lr: 1.000e-02, eta: 2 days, 8:13:20, time: 1.148, data_time: 0.007, memory: 3025, loss_cls: 2.6363, loss: 2.6363, grad_norm: 2.6957 2020-10-15 01:34:44,548 - mmaction - INFO - Epoch [15][840/1743] lr: 1.000e-02, eta: 2 days, 8:12:30, time: 1.159, data_time: 0.002, memory: 3025, loss_cls: 2.7164, loss: 2.7164, grad_norm: 2.7391 2020-10-15 01:35:08,513 - mmaction - INFO - Epoch [15][860/1743] lr: 1.000e-02, eta: 2 days, 8:11:44, time: 1.198, data_time: 0.001, memory: 3025, loss_cls: 2.6280, loss: 2.6280, grad_norm: 2.7047 2020-10-15 01:35:31,619 - mmaction - INFO - Epoch [15][880/1743] lr: 1.000e-02, eta: 2 days, 8:10:53, time: 1.155, data_time: 0.009, memory: 3025, loss_cls: 2.6831, loss: 2.6831, grad_norm: 2.8055 2020-10-15 01:35:54,227 - mmaction - INFO - Epoch [15][900/1743] lr: 1.000e-02, eta: 2 days, 8:09:59, time: 1.130, data_time: 0.002, memory: 3025, loss_cls: 2.6557, loss: 2.6557, grad_norm: 2.7349 2020-10-15 01:36:16,162 - mmaction - INFO - Epoch [15][920/1743] lr: 1.000e-02, eta: 2 days, 8:09:01, time: 1.095, data_time: 0.014, memory: 3025, loss_cls: 2.6616, loss: 2.6616, grad_norm: 2.7328 2020-10-15 01:36:38,202 - mmaction - INFO - Epoch [15][940/1743] lr: 1.000e-02, eta: 2 days, 8:08:04, time: 1.106, data_time: 0.060, memory: 3025, loss_cls: 2.6267, loss: 2.6267, grad_norm: 2.7375 2020-10-15 01:36:58,993 - mmaction - INFO - Epoch [15][960/1743] lr: 1.000e-02, eta: 2 days, 8:06:59, time: 1.038, data_time: 0.001, memory: 3025, loss_cls: 2.6598, loss: 2.6598, grad_norm: 2.7471 2020-10-15 01:37:19,431 - mmaction - INFO - Epoch [15][980/1743] lr: 1.000e-02, eta: 2 days, 8:05:53, time: 1.022, data_time: 0.003, memory: 3025, loss_cls: 2.6528, loss: 2.6528, grad_norm: 2.7691 2020-10-15 01:37:41,575 - mmaction - INFO - Epoch [15][1000/1743] lr: 1.000e-02, eta: 2 days, 8:04:57, time: 1.109, data_time: 0.003, memory: 3025, loss_cls: 2.6800, loss: 2.6800, grad_norm: 2.8057 2020-10-15 01:38:04,382 - mmaction - INFO - Epoch [15][1020/1743] lr: 1.000e-02, eta: 2 days, 8:04:04, time: 1.139, data_time: 0.001, memory: 3025, loss_cls: 2.6864, loss: 2.6864, grad_norm: 2.7952 2020-10-15 01:38:24,594 - mmaction - INFO - Epoch [15][1040/1743] lr: 1.000e-02, eta: 2 days, 8:02:57, time: 1.011, data_time: 0.003, memory: 3025, loss_cls: 2.6748, loss: 2.6748, grad_norm: 2.7172 2020-10-15 01:38:48,128 - mmaction - INFO - Epoch [15][1060/1743] lr: 1.000e-02, eta: 2 days, 8:02:09, time: 1.173, data_time: 0.002, memory: 3025, loss_cls: 2.6452, loss: 2.6452, grad_norm: 2.7324 2020-10-15 01:39:09,690 - mmaction - INFO - Epoch [15][1080/1743] lr: 1.000e-02, eta: 2 days, 8:01:09, time: 1.077, data_time: 0.006, memory: 3025, loss_cls: 2.6513, loss: 2.6513, grad_norm: 2.7754 2020-10-15 01:39:32,196 - mmaction - INFO - Epoch [15][1100/1743] lr: 1.000e-02, eta: 2 days, 8:00:15, time: 1.129, data_time: 0.069, memory: 3025, loss_cls: 2.6616, loss: 2.6616, grad_norm: 2.7563 2020-10-15 01:39:53,856 - mmaction - INFO - Epoch [15][1120/1743] lr: 1.000e-02, eta: 2 days, 7:59:16, time: 1.082, data_time: 0.004, memory: 3025, loss_cls: 2.6316, loss: 2.6316, grad_norm: 2.7184 2020-10-15 01:40:16,892 - mmaction - INFO - Epoch [15][1140/1743] lr: 1.000e-02, eta: 2 days, 7:58:26, time: 1.151, data_time: 0.011, memory: 3025, loss_cls: 2.6395, loss: 2.6395, grad_norm: 2.7558 2020-10-15 01:40:38,393 - mmaction - INFO - Epoch [15][1160/1743] lr: 1.000e-02, eta: 2 days, 7:57:26, time: 1.079, data_time: 0.005, memory: 3025, loss_cls: 2.6723, loss: 2.6723, grad_norm: 2.8169 2020-10-15 01:41:00,228 - mmaction - INFO - Epoch [15][1180/1743] lr: 1.000e-02, eta: 2 days, 7:56:29, time: 1.090, data_time: 0.017, memory: 3025, loss_cls: 2.6557, loss: 2.6557, grad_norm: 2.8128 2020-10-15 01:41:21,696 - mmaction - INFO - Epoch [15][1200/1743] lr: 1.000e-02, eta: 2 days, 7:55:29, time: 1.075, data_time: 0.004, memory: 3025, loss_cls: 2.6127, loss: 2.6127, grad_norm: 2.6768 2020-10-15 01:41:43,598 - mmaction - INFO - Epoch [15][1220/1743] lr: 1.000e-02, eta: 2 days, 7:54:31, time: 1.086, data_time: 0.028, memory: 3025, loss_cls: 2.6674, loss: 2.6674, grad_norm: 2.7812 2020-10-15 01:42:05,421 - mmaction - INFO - Epoch [15][1240/1743] lr: 1.000e-02, eta: 2 days, 7:53:34, time: 1.098, data_time: 0.014, memory: 3025, loss_cls: 2.6241, loss: 2.6241, grad_norm: 2.7126 2020-10-15 01:42:27,739 - mmaction - INFO - Epoch [15][1260/1743] lr: 1.000e-02, eta: 2 days, 7:52:40, time: 1.116, data_time: 0.024, memory: 3025, loss_cls: 2.6524, loss: 2.6524, grad_norm: 2.7563 2020-10-15 01:42:49,496 - mmaction - INFO - Epoch [15][1280/1743] lr: 1.000e-02, eta: 2 days, 7:51:41, time: 1.083, data_time: 0.060, memory: 3025, loss_cls: 2.6890, loss: 2.6890, grad_norm: 2.8103 2020-10-15 01:43:11,500 - mmaction - INFO - Epoch [15][1300/1743] lr: 1.000e-02, eta: 2 days, 7:50:45, time: 1.105, data_time: 0.009, memory: 3025, loss_cls: 2.6067, loss: 2.6067, grad_norm: 2.6932 2020-10-15 01:43:34,401 - mmaction - INFO - Epoch [15][1320/1743] lr: 1.000e-02, eta: 2 days, 7:49:54, time: 1.144, data_time: 0.003, memory: 3025, loss_cls: 2.6451, loss: 2.6451, grad_norm: 2.7536 2020-10-15 01:43:56,161 - mmaction - INFO - Epoch [15][1340/1743] lr: 1.000e-02, eta: 2 days, 7:48:57, time: 1.089, data_time: 0.005, memory: 3025, loss_cls: 2.6802, loss: 2.6802, grad_norm: 2.7668 2020-10-15 01:44:18,073 - mmaction - INFO - Epoch [15][1360/1743] lr: 1.000e-02, eta: 2 days, 7:48:00, time: 1.098, data_time: 0.003, memory: 3025, loss_cls: 2.6661, loss: 2.6661, grad_norm: 2.7735 2020-10-15 01:44:39,780 - mmaction - INFO - Epoch [15][1380/1743] lr: 1.000e-02, eta: 2 days, 7:47:02, time: 1.084, data_time: 0.024, memory: 3025, loss_cls: 2.6539, loss: 2.6539, grad_norm: 2.7294 2020-10-15 01:45:01,653 - mmaction - INFO - Epoch [15][1400/1743] lr: 1.000e-02, eta: 2 days, 7:46:06, time: 1.094, data_time: 0.011, memory: 3025, loss_cls: 2.6526, loss: 2.6526, grad_norm: 2.7126 2020-10-15 01:45:23,822 - mmaction - INFO - Epoch [15][1420/1743] lr: 1.000e-02, eta: 2 days, 7:45:10, time: 1.106, data_time: 0.003, memory: 3025, loss_cls: 2.6468, loss: 2.6468, grad_norm: 2.6926 2020-10-15 01:45:45,351 - mmaction - INFO - Epoch [15][1440/1743] lr: 1.000e-02, eta: 2 days, 7:44:12, time: 1.078, data_time: 0.007, memory: 3025, loss_cls: 2.6495, loss: 2.6495, grad_norm: 2.7459 2020-10-15 01:46:06,243 - mmaction - INFO - Epoch [15][1460/1743] lr: 1.000e-02, eta: 2 days, 7:43:10, time: 1.045, data_time: 0.003, memory: 3025, loss_cls: 2.6476, loss: 2.6476, grad_norm: 2.7699 2020-10-15 01:46:27,748 - mmaction - INFO - Epoch [15][1480/1743] lr: 1.000e-02, eta: 2 days, 7:42:10, time: 1.071, data_time: 0.014, memory: 3025, loss_cls: 2.6221, loss: 2.6221, grad_norm: 2.7317 2020-10-15 01:46:49,613 - mmaction - INFO - Epoch [15][1500/1743] lr: 1.000e-02, eta: 2 days, 7:41:14, time: 1.097, data_time: 0.029, memory: 3025, loss_cls: 2.6293, loss: 2.6293, grad_norm: 2.7795 2020-10-15 01:47:10,497 - mmaction - INFO - Epoch [15][1520/1743] lr: 1.000e-02, eta: 2 days, 7:40:12, time: 1.044, data_time: 0.050, memory: 3025, loss_cls: 2.6809, loss: 2.6809, grad_norm: 2.7425 2020-10-15 01:47:32,440 - mmaction - INFO - Epoch [15][1540/1743] lr: 1.000e-02, eta: 2 days, 7:39:16, time: 1.097, data_time: 0.012, memory: 3025, loss_cls: 2.6797, loss: 2.6797, grad_norm: 2.7607 2020-10-15 01:47:53,782 - mmaction - INFO - Epoch [15][1560/1743] lr: 1.000e-02, eta: 2 days, 7:38:17, time: 1.070, data_time: 0.003, memory: 3025, loss_cls: 2.6659, loss: 2.6659, grad_norm: 2.7729 2020-10-15 01:48:16,127 - mmaction - INFO - Epoch [15][1580/1743] lr: 1.000e-02, eta: 2 days, 7:37:23, time: 1.112, data_time: 0.014, memory: 3025, loss_cls: 2.6528, loss: 2.6528, grad_norm: 2.7412 2020-10-15 01:48:37,893 - mmaction - INFO - Epoch [15][1600/1743] lr: 1.000e-02, eta: 2 days, 7:36:26, time: 1.092, data_time: 0.008, memory: 3025, loss_cls: 2.6680, loss: 2.6680, grad_norm: 2.7293 2020-10-15 01:48:59,697 - mmaction - INFO - Epoch [15][1620/1743] lr: 1.000e-02, eta: 2 days, 7:35:30, time: 1.090, data_time: 0.004, memory: 3025, loss_cls: 2.6444, loss: 2.6444, grad_norm: 2.7273 2020-10-15 01:49:21,319 - mmaction - INFO - Epoch [15][1640/1743] lr: 1.000e-02, eta: 2 days, 7:34:32, time: 1.082, data_time: 0.008, memory: 3025, loss_cls: 2.6662, loss: 2.6662, grad_norm: 2.7620 2020-10-15 01:49:42,477 - mmaction - INFO - Epoch [15][1660/1743] lr: 1.000e-02, eta: 2 days, 7:33:32, time: 1.056, data_time: 0.002, memory: 3025, loss_cls: 2.6703, loss: 2.6703, grad_norm: 2.7693 2020-10-15 01:50:02,258 - mmaction - INFO - Epoch [15][1680/1743] lr: 1.000e-02, eta: 2 days, 7:32:24, time: 0.992, data_time: 0.004, memory: 3025, loss_cls: 2.6272, loss: 2.6272, grad_norm: 2.7449 2020-10-15 01:50:23,138 - mmaction - INFO - Epoch [15][1700/1743] lr: 1.000e-02, eta: 2 days, 7:31:22, time: 1.043, data_time: 0.053, memory: 3025, loss_cls: 2.6499, loss: 2.6499, grad_norm: 2.7392 2020-10-15 01:50:45,242 - mmaction - INFO - Epoch [15][1720/1743] lr: 1.000e-02, eta: 2 days, 7:30:27, time: 1.100, data_time: 0.003, memory: 3025, loss_cls: 2.6641, loss: 2.6641, grad_norm: 2.7386 2020-10-15 01:51:06,010 - mmaction - INFO - Epoch [15][1740/1743] lr: 1.000e-02, eta: 2 days, 7:29:25, time: 1.042, data_time: 0.008, memory: 3025, loss_cls: 2.6288, loss: 2.6288, grad_norm: 2.6990 2020-10-15 01:51:09,192 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-10-15 01:52:55,338 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-15 01:53:01,026 - mmaction - INFO - mean_average_precision 0.6467 2020-10-15 01:53:01,142 - mmaction - INFO - Epoch(val) [15][1743] mean_average_precision: 0.6467 2020-10-15 01:53:32,141 - mmaction - INFO - Epoch [16][20/1743] lr: 1.000e-02, eta: 2 days, 7:28:54, time: 1.548, data_time: 1.134, memory: 3025, loss_cls: 2.5970, loss: 2.5970, grad_norm: 2.7329 2020-10-15 01:53:52,545 - mmaction - INFO - Epoch [16][40/1743] lr: 1.000e-02, eta: 2 days, 7:27:50, time: 1.020, data_time: 0.580, memory: 3025, loss_cls: 2.6995, loss: 2.6995, grad_norm: 2.7852 2020-10-15 01:54:13,255 - mmaction - INFO - Epoch [16][60/1743] lr: 1.000e-02, eta: 2 days, 7:26:48, time: 1.035, data_time: 0.590, memory: 3025, loss_cls: 2.6096, loss: 2.6096, grad_norm: 2.6733 2020-10-15 01:54:34,316 - mmaction - INFO - Epoch [16][80/1743] lr: 1.000e-02, eta: 2 days, 7:25:47, time: 1.050, data_time: 0.577, memory: 3025, loss_cls: 2.6385, loss: 2.6385, grad_norm: 2.7385 2020-10-15 01:54:54,472 - mmaction - INFO - Epoch [16][100/1743] lr: 1.000e-02, eta: 2 days, 7:24:42, time: 1.010, data_time: 0.566, memory: 3025, loss_cls: 2.6367, loss: 2.6367, grad_norm: 2.7755 2020-10-15 01:55:13,865 - mmaction - INFO - Epoch [16][120/1743] lr: 1.000e-02, eta: 2 days, 7:23:33, time: 0.972, data_time: 0.376, memory: 3025, loss_cls: 2.6510, loss: 2.6510, grad_norm: 2.7576 2020-10-15 01:55:35,180 - mmaction - INFO - Epoch [16][140/1743] lr: 1.000e-02, eta: 2 days, 7:22:34, time: 1.067, data_time: 0.272, memory: 3025, loss_cls: 2.6744, loss: 2.6744, grad_norm: 2.7494 2020-10-15 01:55:55,813 - mmaction - INFO - Epoch [16][160/1743] lr: 1.000e-02, eta: 2 days, 7:21:31, time: 1.025, data_time: 0.473, memory: 3025, loss_cls: 2.6451, loss: 2.6451, grad_norm: 2.7472 2020-10-15 01:56:16,503 - mmaction - INFO - Epoch [16][180/1743] lr: 1.000e-02, eta: 2 days, 7:20:30, time: 1.041, data_time: 0.249, memory: 3025, loss_cls: 2.6244, loss: 2.6244, grad_norm: 2.7297 2020-10-15 01:56:37,468 - mmaction - INFO - Epoch [16][200/1743] lr: 1.000e-02, eta: 2 days, 7:19:29, time: 1.047, data_time: 0.064, memory: 3025, loss_cls: 2.6457, loss: 2.6457, grad_norm: 2.7589 2020-10-15 01:56:58,776 - mmaction - INFO - Epoch [16][220/1743] lr: 1.000e-02, eta: 2 days, 7:18:31, time: 1.064, data_time: 0.008, memory: 3025, loss_cls: 2.6360, loss: 2.6360, grad_norm: 2.7515 2020-10-15 01:57:18,741 - mmaction - INFO - Epoch [16][240/1743] lr: 1.000e-02, eta: 2 days, 7:17:25, time: 1.000, data_time: 0.076, memory: 3025, loss_cls: 2.6760, loss: 2.6760, grad_norm: 2.7729 2020-10-15 01:57:40,554 - mmaction - INFO - Epoch [16][260/1743] lr: 1.000e-02, eta: 2 days, 7:16:29, time: 1.091, data_time: 0.204, memory: 3025, loss_cls: 2.6278, loss: 2.6278, grad_norm: 2.7731 2020-10-15 01:58:02,152 - mmaction - INFO - Epoch [16][280/1743] lr: 1.000e-02, eta: 2 days, 7:15:32, time: 1.076, data_time: 0.002, memory: 3025, loss_cls: 2.6187, loss: 2.6187, grad_norm: 2.7522 2020-10-15 01:58:23,386 - mmaction - INFO - Epoch [16][300/1743] lr: 1.000e-02, eta: 2 days, 7:14:34, time: 1.059, data_time: 0.008, memory: 3025, loss_cls: 2.6432, loss: 2.6432, grad_norm: 2.7389 2020-10-15 01:58:44,422 - mmaction - INFO - Epoch [16][320/1743] lr: 1.000e-02, eta: 2 days, 7:13:34, time: 1.051, data_time: 0.014, memory: 3025, loss_cls: 2.6553, loss: 2.6553, grad_norm: 2.7535 2020-10-15 01:59:06,318 - mmaction - INFO - Epoch [16][340/1743] lr: 1.000e-02, eta: 2 days, 7:12:40, time: 1.103, data_time: 0.010, memory: 3025, loss_cls: 2.6460, loss: 2.6460, grad_norm: 2.7702 2020-10-15 01:59:27,531 - mmaction - INFO - Epoch [16][360/1743] lr: 1.000e-02, eta: 2 days, 7:11:41, time: 1.056, data_time: 0.190, memory: 3025, loss_cls: 2.6310, loss: 2.6310, grad_norm: 2.7857 2020-10-15 01:59:49,709 - mmaction - INFO - Epoch [16][380/1743] lr: 1.000e-02, eta: 2 days, 7:10:48, time: 1.111, data_time: 0.283, memory: 3025, loss_cls: 2.6133, loss: 2.6133, grad_norm: 2.7089 2020-10-15 02:00:10,004 - mmaction - INFO - Epoch [16][400/1743] lr: 1.000e-02, eta: 2 days, 7:09:44, time: 1.015, data_time: 0.361, memory: 3025, loss_cls: 2.6171, loss: 2.6171, grad_norm: 2.7352 2020-10-15 02:00:30,213 - mmaction - INFO - Epoch [16][420/1743] lr: 1.000e-02, eta: 2 days, 7:08:41, time: 1.013, data_time: 0.370, memory: 3025, loss_cls: 2.6534, loss: 2.6534, grad_norm: 2.8252 2020-10-15 02:00:50,982 - mmaction - INFO - Epoch [16][440/1743] lr: 1.000e-02, eta: 2 days, 7:07:39, time: 1.035, data_time: 0.219, memory: 3025, loss_cls: 2.6613, loss: 2.6613, grad_norm: 2.7388 2020-10-15 02:01:11,657 - mmaction - INFO - Epoch [16][460/1743] lr: 1.000e-02, eta: 2 days, 7:06:38, time: 1.034, data_time: 0.156, memory: 3025, loss_cls: 2.6440, loss: 2.6440, grad_norm: 2.7554 2020-10-15 02:01:32,541 - mmaction - INFO - Epoch [16][480/1743] lr: 1.000e-02, eta: 2 days, 7:05:38, time: 1.044, data_time: 0.262, memory: 3025, loss_cls: 2.6631, loss: 2.6631, grad_norm: 2.7269 2020-10-15 02:01:54,528 - mmaction - INFO - Epoch [16][500/1743] lr: 1.000e-02, eta: 2 days, 7:04:44, time: 1.099, data_time: 0.145, memory: 3025, loss_cls: 2.6202, loss: 2.6202, grad_norm: 2.7436 2020-10-15 02:02:14,554 - mmaction - INFO - Epoch [16][520/1743] lr: 1.000e-02, eta: 2 days, 7:03:40, time: 1.003, data_time: 0.129, memory: 3025, loss_cls: 2.6761, loss: 2.6761, grad_norm: 2.7332 2020-10-15 02:02:36,401 - mmaction - INFO - Epoch [16][540/1743] lr: 1.000e-02, eta: 2 days, 7:02:45, time: 1.090, data_time: 0.640, memory: 3025, loss_cls: 2.6061, loss: 2.6061, grad_norm: 2.6958 2020-10-15 02:02:56,777 - mmaction - INFO - Epoch [16][560/1743] lr: 1.000e-02, eta: 2 days, 7:01:42, time: 1.015, data_time: 0.575, memory: 3025, loss_cls: 2.6318, loss: 2.6318, grad_norm: 2.7333 2020-10-15 02:03:16,988 - mmaction - INFO - Epoch [16][580/1743] lr: 1.000e-02, eta: 2 days, 7:00:39, time: 1.018, data_time: 0.369, memory: 3025, loss_cls: 2.6172, loss: 2.6172, grad_norm: 2.7081 2020-10-15 02:03:37,974 - mmaction - INFO - Epoch [16][600/1743] lr: 1.000e-02, eta: 2 days, 6:59:40, time: 1.049, data_time: 0.440, memory: 3025, loss_cls: 2.6024, loss: 2.6024, grad_norm: 2.7810 2020-10-15 02:03:59,122 - mmaction - INFO - Epoch [16][620/1743] lr: 1.000e-02, eta: 2 days, 6:58:42, time: 1.055, data_time: 0.564, memory: 3025, loss_cls: 2.5986, loss: 2.5986, grad_norm: 2.7159 2020-10-15 02:04:19,721 - mmaction - INFO - Epoch [16][640/1743] lr: 1.000e-02, eta: 2 days, 6:57:40, time: 1.025, data_time: 0.526, memory: 3025, loss_cls: 2.6614, loss: 2.6614, grad_norm: 2.7916 2020-10-15 02:04:41,514 - mmaction - INFO - Epoch [16][660/1743] lr: 1.000e-02, eta: 2 days, 6:56:46, time: 1.092, data_time: 0.649, memory: 3025, loss_cls: 2.6327, loss: 2.6327, grad_norm: 2.7999 2020-10-15 02:05:00,919 - mmaction - INFO - Epoch [16][680/1743] lr: 1.000e-02, eta: 2 days, 6:55:38, time: 0.972, data_time: 0.526, memory: 3025, loss_cls: 2.6347, loss: 2.6347, grad_norm: 2.7874 2020-10-15 02:05:21,583 - mmaction - INFO - Epoch [16][700/1743] lr: 1.000e-02, eta: 2 days, 6:54:38, time: 1.032, data_time: 0.011, memory: 3025, loss_cls: 2.6606, loss: 2.6606, grad_norm: 2.7571 2020-10-15 02:05:43,035 - mmaction - INFO - Epoch [16][720/1743] lr: 1.000e-02, eta: 2 days, 6:53:42, time: 1.075, data_time: 0.104, memory: 3025, loss_cls: 2.6804, loss: 2.6804, grad_norm: 2.7876 2020-10-15 02:06:04,357 - mmaction - INFO - Epoch [16][740/1743] lr: 1.000e-02, eta: 2 days, 6:52:45, time: 1.064, data_time: 0.428, memory: 3025, loss_cls: 2.6118, loss: 2.6118, grad_norm: 2.7960 2020-10-15 02:06:23,752 - mmaction - INFO - Epoch [16][760/1743] lr: 1.000e-02, eta: 2 days, 6:51:38, time: 0.972, data_time: 0.357, memory: 3025, loss_cls: 2.6709, loss: 2.6709, grad_norm: 2.7724 2020-10-15 02:06:46,152 - mmaction - INFO - Epoch [16][780/1743] lr: 1.000e-02, eta: 2 days, 6:50:46, time: 1.117, data_time: 0.438, memory: 3025, loss_cls: 2.6649, loss: 2.6649, grad_norm: 2.7667 2020-10-15 02:07:07,092 - mmaction - INFO - Epoch [16][800/1743] lr: 1.000e-02, eta: 2 days, 6:49:48, time: 1.048, data_time: 0.236, memory: 3025, loss_cls: 2.6176, loss: 2.6176, grad_norm: 2.7119 2020-10-15 02:07:27,956 - mmaction - INFO - Epoch [16][820/1743] lr: 1.000e-02, eta: 2 days, 6:48:49, time: 1.044, data_time: 0.210, memory: 3025, loss_cls: 2.6662, loss: 2.6662, grad_norm: 2.7817 2020-10-15 02:07:50,029 - mmaction - INFO - Epoch [16][840/1743] lr: 1.000e-02, eta: 2 days, 6:47:56, time: 1.103, data_time: 0.300, memory: 3025, loss_cls: 2.6876, loss: 2.6876, grad_norm: 2.7959 2020-10-15 02:08:11,981 - mmaction - INFO - Epoch [16][860/1743] lr: 1.000e-02, eta: 2 days, 6:47:03, time: 1.095, data_time: 0.500, memory: 3025, loss_cls: 2.6255, loss: 2.6255, grad_norm: 2.7544 2020-10-15 02:08:32,720 - mmaction - INFO - Epoch [16][880/1743] lr: 1.000e-02, eta: 2 days, 6:46:03, time: 1.040, data_time: 0.503, memory: 3025, loss_cls: 2.6661, loss: 2.6661, grad_norm: 2.7543 2020-10-15 02:08:54,418 - mmaction - INFO - Epoch [16][900/1743] lr: 1.000e-02, eta: 2 days, 6:45:09, time: 1.083, data_time: 0.585, memory: 3025, loss_cls: 2.6628, loss: 2.6628, grad_norm: 2.7459 2020-10-15 02:09:15,776 - mmaction - INFO - Epoch [16][920/1743] lr: 1.000e-02, eta: 2 days, 6:44:12, time: 1.068, data_time: 0.628, memory: 3025, loss_cls: 2.6607, loss: 2.6607, grad_norm: 2.7418 2020-10-15 02:09:36,397 - mmaction - INFO - Epoch [16][940/1743] lr: 1.000e-02, eta: 2 days, 6:43:12, time: 1.033, data_time: 0.595, memory: 3025, loss_cls: 2.6633, loss: 2.6633, grad_norm: 2.8095 2020-10-15 02:09:56,882 - mmaction - INFO - Epoch [16][960/1743] lr: 1.000e-02, eta: 2 days, 6:42:11, time: 1.022, data_time: 0.232, memory: 3025, loss_cls: 2.6489, loss: 2.6489, grad_norm: 2.7413 2020-10-15 02:10:17,642 - mmaction - INFO - Epoch [16][980/1743] lr: 1.000e-02, eta: 2 days, 6:41:12, time: 1.038, data_time: 0.533, memory: 3025, loss_cls: 2.6421, loss: 2.6421, grad_norm: 2.7553 2020-10-15 02:10:38,967 - mmaction - INFO - Epoch [16][1000/1743] lr: 1.000e-02, eta: 2 days, 6:40:16, time: 1.068, data_time: 0.568, memory: 3025, loss_cls: 2.6389, loss: 2.6389, grad_norm: 2.7650 2020-10-15 02:10:57,837 - mmaction - INFO - Epoch [16][1020/1743] lr: 1.000e-02, eta: 2 days, 6:39:07, time: 0.944, data_time: 0.107, memory: 3025, loss_cls: 2.5960, loss: 2.5960, grad_norm: 2.7266 2020-10-15 02:11:18,245 - mmaction - INFO - Epoch [16][1040/1743] lr: 1.000e-02, eta: 2 days, 6:38:06, time: 1.019, data_time: 0.002, memory: 3025, loss_cls: 2.6092, loss: 2.6092, grad_norm: 2.7749 2020-10-15 02:11:38,910 - mmaction - INFO - Epoch [16][1060/1743] lr: 1.000e-02, eta: 2 days, 6:37:06, time: 1.033, data_time: 0.073, memory: 3025, loss_cls: 2.6431, loss: 2.6431, grad_norm: 2.7683 2020-10-15 02:12:00,040 - mmaction - INFO - Epoch [16][1080/1743] lr: 1.000e-02, eta: 2 days, 6:36:09, time: 1.057, data_time: 0.022, memory: 3025, loss_cls: 2.6205, loss: 2.6205, grad_norm: 2.7757 2020-10-15 02:12:20,075 - mmaction - INFO - Epoch [16][1100/1743] lr: 1.000e-02, eta: 2 days, 6:35:06, time: 1.000, data_time: 0.021, memory: 3025, loss_cls: 2.6567, loss: 2.6567, grad_norm: 2.7945 2020-10-15 02:12:40,855 - mmaction - INFO - Epoch [16][1120/1743] lr: 1.000e-02, eta: 2 days, 6:34:07, time: 1.042, data_time: 0.066, memory: 3025, loss_cls: 2.5912, loss: 2.5912, grad_norm: 2.7221 2020-10-15 02:13:01,459 - mmaction - INFO - Epoch [16][1140/1743] lr: 1.000e-02, eta: 2 days, 6:33:07, time: 1.027, data_time: 0.098, memory: 3025, loss_cls: 2.6097, loss: 2.6097, grad_norm: 2.7333 2020-10-15 02:13:23,026 - mmaction - INFO - Epoch [16][1160/1743] lr: 1.000e-02, eta: 2 days, 6:32:13, time: 1.082, data_time: 0.005, memory: 3025, loss_cls: 2.6265, loss: 2.6265, grad_norm: 2.7774 2020-10-15 02:13:44,197 - mmaction - INFO - Epoch [16][1180/1743] lr: 1.000e-02, eta: 2 days, 6:31:17, time: 1.056, data_time: 0.169, memory: 3025, loss_cls: 2.6311, loss: 2.6311, grad_norm: 2.7814 2020-10-15 02:14:05,090 - mmaction - INFO - Epoch [16][1200/1743] lr: 1.000e-02, eta: 2 days, 6:30:19, time: 1.047, data_time: 0.255, memory: 3025, loss_cls: 2.6328, loss: 2.6328, grad_norm: 2.7087 2020-10-15 02:14:26,088 - mmaction - INFO - Epoch [16][1220/1743] lr: 1.000e-02, eta: 2 days, 6:29:21, time: 1.048, data_time: 0.431, memory: 3025, loss_cls: 2.6284, loss: 2.6284, grad_norm: 2.7813 2020-10-15 02:14:48,322 - mmaction - INFO - Epoch [16][1240/1743] lr: 1.000e-02, eta: 2 days, 6:28:30, time: 1.108, data_time: 0.337, memory: 3025, loss_cls: 2.6587, loss: 2.6587, grad_norm: 2.7789 2020-10-15 02:15:09,396 - mmaction - INFO - Epoch [16][1260/1743] lr: 1.000e-02, eta: 2 days, 6:27:34, time: 1.059, data_time: 0.118, memory: 3025, loss_cls: 2.6207, loss: 2.6207, grad_norm: 2.7838 2020-10-15 02:15:30,217 - mmaction - INFO - Epoch [16][1280/1743] lr: 1.000e-02, eta: 2 days, 6:26:35, time: 1.036, data_time: 0.219, memory: 3025, loss_cls: 2.6328, loss: 2.6328, grad_norm: 2.7562 2020-10-15 02:15:51,391 - mmaction - INFO - Epoch [16][1300/1743] lr: 1.000e-02, eta: 2 days, 6:25:40, time: 1.063, data_time: 0.081, memory: 3025, loss_cls: 2.5811, loss: 2.5811, grad_norm: 2.7337 2020-10-15 02:16:12,455 - mmaction - INFO - Epoch [16][1320/1743] lr: 1.000e-02, eta: 2 days, 6:24:43, time: 1.054, data_time: 0.207, memory: 3025, loss_cls: 2.6195, loss: 2.6195, grad_norm: 2.7522 2020-10-15 02:16:32,716 - mmaction - INFO - Epoch [16][1340/1743] lr: 1.000e-02, eta: 2 days, 6:23:42, time: 1.012, data_time: 0.062, memory: 3025, loss_cls: 2.6212, loss: 2.6212, grad_norm: 2.7458 2020-10-15 02:16:53,567 - mmaction - INFO - Epoch [16][1360/1743] lr: 1.000e-02, eta: 2 days, 6:22:44, time: 1.044, data_time: 0.209, memory: 3025, loss_cls: 2.6492, loss: 2.6492, grad_norm: 2.8122 2020-10-15 02:17:14,195 - mmaction - INFO - Epoch [16][1380/1743] lr: 1.000e-02, eta: 2 days, 6:21:45, time: 1.032, data_time: 0.126, memory: 3025, loss_cls: 2.6041, loss: 2.6041, grad_norm: 2.7034 2020-10-15 02:17:35,281 - mmaction - INFO - Epoch [16][1400/1743] lr: 1.000e-02, eta: 2 days, 6:20:48, time: 1.050, data_time: 0.488, memory: 3025, loss_cls: 2.6256, loss: 2.6256, grad_norm: 2.7499 2020-10-15 02:17:55,871 - mmaction - INFO - Epoch [16][1420/1743] lr: 1.000e-02, eta: 2 days, 6:19:50, time: 1.032, data_time: 0.578, memory: 3025, loss_cls: 2.6605, loss: 2.6605, grad_norm: 2.7467 2020-10-15 02:18:16,882 - mmaction - INFO - Epoch [16][1440/1743] lr: 1.000e-02, eta: 2 days, 6:18:53, time: 1.049, data_time: 0.514, memory: 3025, loss_cls: 2.6662, loss: 2.6662, grad_norm: 2.7871 2020-10-15 02:18:37,536 - mmaction - INFO - Epoch [16][1460/1743] lr: 1.000e-02, eta: 2 days, 6:17:55, time: 1.035, data_time: 0.106, memory: 3025, loss_cls: 2.6317, loss: 2.6317, grad_norm: 2.7245 2020-10-15 02:18:57,522 - mmaction - INFO - Epoch [16][1480/1743] lr: 1.000e-02, eta: 2 days, 6:16:53, time: 1.000, data_time: 0.003, memory: 3025, loss_cls: 2.6620, loss: 2.6620, grad_norm: 2.7873 2020-10-15 02:19:16,822 - mmaction - INFO - Epoch [16][1500/1743] lr: 1.000e-02, eta: 2 days, 6:15:47, time: 0.963, data_time: 0.001, memory: 3025, loss_cls: 2.6436, loss: 2.6436, grad_norm: 2.7506 2020-10-15 02:19:37,373 - mmaction - INFO - Epoch [16][1520/1743] lr: 1.000e-02, eta: 2 days, 6:14:48, time: 1.025, data_time: 0.003, memory: 3025, loss_cls: 2.6552, loss: 2.6552, grad_norm: 2.7521 2020-10-15 02:19:58,426 - mmaction - INFO - Epoch [16][1540/1743] lr: 1.000e-02, eta: 2 days, 6:13:52, time: 1.054, data_time: 0.006, memory: 3025, loss_cls: 2.6825, loss: 2.6825, grad_norm: 2.8036 2020-10-15 02:20:19,382 - mmaction - INFO - Epoch [16][1560/1743] lr: 1.000e-02, eta: 2 days, 6:12:55, time: 1.049, data_time: 0.006, memory: 3025, loss_cls: 2.6872, loss: 2.6872, grad_norm: 2.7939 2020-10-15 02:20:40,389 - mmaction - INFO - Epoch [16][1580/1743] lr: 1.000e-02, eta: 2 days, 6:11:59, time: 1.049, data_time: 0.003, memory: 3025, loss_cls: 2.6259, loss: 2.6259, grad_norm: 2.7525 2020-10-15 02:21:01,570 - mmaction - INFO - Epoch [16][1600/1743] lr: 1.000e-02, eta: 2 days, 6:11:03, time: 1.058, data_time: 0.005, memory: 3025, loss_cls: 2.6327, loss: 2.6327, grad_norm: 2.7393 2020-10-15 02:21:22,613 - mmaction - INFO - Epoch [16][1620/1743] lr: 1.000e-02, eta: 2 days, 6:10:07, time: 1.055, data_time: 0.007, memory: 3025, loss_cls: 2.6414, loss: 2.6414, grad_norm: 2.8068 2020-10-15 02:21:44,428 - mmaction - INFO - Epoch [16][1640/1743] lr: 1.000e-02, eta: 2 days, 6:09:15, time: 1.092, data_time: 0.004, memory: 3025, loss_cls: 2.6280, loss: 2.6280, grad_norm: 2.7134 2020-10-15 02:22:04,224 - mmaction - INFO - Epoch [16][1660/1743] lr: 1.000e-02, eta: 2 days, 6:08:13, time: 0.990, data_time: 0.124, memory: 3025, loss_cls: 2.6035, loss: 2.6035, grad_norm: 2.7296 2020-10-15 02:22:25,136 - mmaction - INFO - Epoch [16][1680/1743] lr: 1.000e-02, eta: 2 days, 6:07:16, time: 1.044, data_time: 0.636, memory: 3025, loss_cls: 2.6161, loss: 2.6161, grad_norm: 2.7503 2020-10-15 02:22:45,135 - mmaction - INFO - Epoch [16][1700/1743] lr: 1.000e-02, eta: 2 days, 6:06:15, time: 0.998, data_time: 0.565, memory: 3025, loss_cls: 2.6417, loss: 2.6417, grad_norm: 2.7558 2020-10-15 02:23:06,254 - mmaction - INFO - Epoch [16][1720/1743] lr: 1.000e-02, eta: 2 days, 6:05:19, time: 1.057, data_time: 0.452, memory: 3025, loss_cls: 2.6347, loss: 2.6347, grad_norm: 2.8091 2020-10-15 02:23:27,008 - mmaction - INFO - Epoch [16][1740/1743] lr: 1.000e-02, eta: 2 days, 6:04:22, time: 1.038, data_time: 0.272, memory: 3025, loss_cls: 2.6141, loss: 2.6141, grad_norm: 2.7518 2020-10-15 02:24:08,407 - mmaction - INFO - Epoch [17][20/1743] lr: 1.000e-02, eta: 2 days, 6:04:27, time: 1.870, data_time: 1.002, memory: 3025, loss_cls: 2.6189, loss: 2.6189, grad_norm: 2.7479 2020-10-15 02:24:28,470 - mmaction - INFO - Epoch [17][40/1743] lr: 1.000e-02, eta: 2 days, 6:03:27, time: 1.005, data_time: 0.008, memory: 3025, loss_cls: 2.6353, loss: 2.6353, grad_norm: 2.8003 2020-10-15 02:24:49,202 - mmaction - INFO - Epoch [17][60/1743] lr: 1.000e-02, eta: 2 days, 6:02:29, time: 1.035, data_time: 0.024, memory: 3025, loss_cls: 2.6134, loss: 2.6134, grad_norm: 2.7812 2020-10-15 02:25:09,512 - mmaction - INFO - Epoch [17][80/1743] lr: 1.000e-02, eta: 2 days, 6:01:30, time: 1.015, data_time: 0.004, memory: 3025, loss_cls: 2.6326, loss: 2.6326, grad_norm: 2.7401 2020-10-15 02:25:30,172 - mmaction - INFO - Epoch [17][100/1743] lr: 1.000e-02, eta: 2 days, 6:00:32, time: 1.032, data_time: 0.044, memory: 3025, loss_cls: 2.6316, loss: 2.6316, grad_norm: 2.8138 2020-10-15 02:25:50,416 - mmaction - INFO - Epoch [17][120/1743] lr: 1.000e-02, eta: 2 days, 5:59:33, time: 1.015, data_time: 0.024, memory: 3025, loss_cls: 2.6178, loss: 2.6178, grad_norm: 2.7777 2020-10-15 02:26:10,968 - mmaction - INFO - Epoch [17][140/1743] lr: 1.000e-02, eta: 2 days, 5:58:34, time: 1.023, data_time: 0.004, memory: 3025, loss_cls: 2.6504, loss: 2.6504, grad_norm: 2.7525 2020-10-15 02:26:32,503 - mmaction - INFO - Epoch [17][160/1743] lr: 1.000e-02, eta: 2 days, 5:57:42, time: 1.081, data_time: 0.007, memory: 3025, loss_cls: 2.6162, loss: 2.6162, grad_norm: 2.7799 2020-10-15 02:26:52,741 - mmaction - INFO - Epoch [17][180/1743] lr: 1.000e-02, eta: 2 days, 5:56:42, time: 1.009, data_time: 0.003, memory: 3025, loss_cls: 2.6832, loss: 2.6832, grad_norm: 2.8747 2020-10-15 02:27:13,414 - mmaction - INFO - Epoch [17][200/1743] lr: 1.000e-02, eta: 2 days, 5:55:45, time: 1.036, data_time: 0.006, memory: 3025, loss_cls: 2.5810, loss: 2.5810, grad_norm: 2.7340 2020-10-15 02:27:32,860 - mmaction - INFO - Epoch [17][220/1743] lr: 1.000e-02, eta: 2 days, 5:54:42, time: 0.971, data_time: 0.003, memory: 3025, loss_cls: 2.6166, loss: 2.6166, grad_norm: 2.7595 2020-10-15 02:27:53,672 - mmaction - INFO - Epoch [17][240/1743] lr: 1.000e-02, eta: 2 days, 5:53:45, time: 1.040, data_time: 0.004, memory: 3025, loss_cls: 2.6665, loss: 2.6665, grad_norm: 2.8147 2020-10-15 02:28:12,636 - mmaction - INFO - Epoch [17][260/1743] lr: 1.000e-02, eta: 2 days, 5:52:39, time: 0.947, data_time: 0.006, memory: 3025, loss_cls: 2.5828, loss: 2.5828, grad_norm: 2.6712 2020-10-15 02:28:32,842 - mmaction - INFO - Epoch [17][280/1743] lr: 1.000e-02, eta: 2 days, 5:51:40, time: 1.014, data_time: 0.006, memory: 3025, loss_cls: 2.6256, loss: 2.6256, grad_norm: 2.7656 2020-10-15 02:28:53,332 - mmaction - INFO - Epoch [17][300/1743] lr: 1.000e-02, eta: 2 days, 5:50:42, time: 1.021, data_time: 0.002, memory: 3025, loss_cls: 2.6222, loss: 2.6222, grad_norm: 2.7443 2020-10-15 02:29:13,283 - mmaction - INFO - Epoch [17][320/1743] lr: 1.000e-02, eta: 2 days, 5:49:41, time: 0.996, data_time: 0.008, memory: 3025, loss_cls: 2.6313, loss: 2.6313, grad_norm: 2.7595 2020-10-15 02:29:34,019 - mmaction - INFO - Epoch [17][340/1743] lr: 1.000e-02, eta: 2 days, 5:48:45, time: 1.041, data_time: 0.008, memory: 3025, loss_cls: 2.6111, loss: 2.6111, grad_norm: 2.7360 2020-10-15 02:29:54,590 - mmaction - INFO - Epoch [17][360/1743] lr: 1.000e-02, eta: 2 days, 5:47:48, time: 1.029, data_time: 0.051, memory: 3025, loss_cls: 2.6082, loss: 2.6082, grad_norm: 2.7671 2020-10-15 02:30:14,899 - mmaction - INFO - Epoch [17][380/1743] lr: 1.000e-02, eta: 2 days, 5:46:49, time: 1.016, data_time: 0.002, memory: 3025, loss_cls: 2.6374, loss: 2.6374, grad_norm: 2.7199 2020-10-15 02:30:33,598 - mmaction - INFO - Epoch [17][400/1743] lr: 1.000e-02, eta: 2 days, 5:45:42, time: 0.932, data_time: 0.002, memory: 3025, loss_cls: 2.6035, loss: 2.6035, grad_norm: 2.7421 2020-10-15 02:30:54,184 - mmaction - INFO - Epoch [17][420/1743] lr: 1.000e-02, eta: 2 days, 5:44:45, time: 1.032, data_time: 0.005, memory: 3025, loss_cls: 2.6122, loss: 2.6122, grad_norm: 2.7616 2020-10-15 02:31:15,104 - mmaction - INFO - Epoch [17][440/1743] lr: 1.000e-02, eta: 2 days, 5:43:50, time: 1.044, data_time: 0.002, memory: 3025, loss_cls: 2.6231, loss: 2.6231, grad_norm: 2.8114 2020-10-15 02:31:34,910 - mmaction - INFO - Epoch [17][460/1743] lr: 1.000e-02, eta: 2 days, 5:42:49, time: 0.993, data_time: 0.006, memory: 3025, loss_cls: 2.6133, loss: 2.6133, grad_norm: 2.7650 2020-10-15 02:31:54,955 - mmaction - INFO - Epoch [17][480/1743] lr: 1.000e-02, eta: 2 days, 5:41:49, time: 0.999, data_time: 0.003, memory: 3025, loss_cls: 2.6414, loss: 2.6414, grad_norm: 2.7757 2020-10-15 02:32:14,960 - mmaction - INFO - Epoch [17][500/1743] lr: 1.000e-02, eta: 2 days, 5:40:49, time: 1.002, data_time: 0.005, memory: 3025, loss_cls: 2.6038, loss: 2.6038, grad_norm: 2.7578 2020-10-15 02:32:34,437 - mmaction - INFO - Epoch [17][520/1743] lr: 1.000e-02, eta: 2 days, 5:39:46, time: 0.972, data_time: 0.005, memory: 3025, loss_cls: 2.5828, loss: 2.5828, grad_norm: 2.7163 2020-10-15 02:32:55,201 - mmaction - INFO - Epoch [17][540/1743] lr: 1.000e-02, eta: 2 days, 5:38:51, time: 1.041, data_time: 0.005, memory: 3025, loss_cls: 2.6195, loss: 2.6195, grad_norm: 2.7753 2020-10-15 02:33:14,858 - mmaction - INFO - Epoch [17][560/1743] lr: 1.000e-02, eta: 2 days, 5:37:49, time: 0.979, data_time: 0.003, memory: 3025, loss_cls: 2.6312, loss: 2.6312, grad_norm: 2.7876 2020-10-15 02:33:35,119 - mmaction - INFO - Epoch [17][580/1743] lr: 1.000e-02, eta: 2 days, 5:36:51, time: 1.017, data_time: 0.007, memory: 3025, loss_cls: 2.5892, loss: 2.5892, grad_norm: 2.7503 2020-10-15 02:33:53,654 - mmaction - INFO - Epoch [17][600/1743] lr: 1.000e-02, eta: 2 days, 5:35:44, time: 0.923, data_time: 0.005, memory: 3025, loss_cls: 2.6025, loss: 2.6025, grad_norm: 2.7301 2020-10-15 02:34:12,870 - mmaction - INFO - Epoch [17][620/1743] lr: 1.000e-02, eta: 2 days, 5:34:40, time: 0.963, data_time: 0.008, memory: 3025, loss_cls: 2.6123, loss: 2.6123, grad_norm: 2.7232 2020-10-15 02:34:33,239 - mmaction - INFO - Epoch [17][640/1743] lr: 1.000e-02, eta: 2 days, 5:33:43, time: 1.017, data_time: 0.006, memory: 3025, loss_cls: 2.6206, loss: 2.6206, grad_norm: 2.7947 2020-10-15 02:34:53,484 - mmaction - INFO - Epoch [17][660/1743] lr: 1.000e-02, eta: 2 days, 5:32:45, time: 1.016, data_time: 0.007, memory: 3025, loss_cls: 2.5832, loss: 2.5832, grad_norm: 2.7533 2020-10-15 02:35:12,575 - mmaction - INFO - Epoch [17][680/1743] lr: 1.000e-02, eta: 2 days, 5:31:41, time: 0.953, data_time: 0.002, memory: 3025, loss_cls: 2.6248, loss: 2.6248, grad_norm: 2.7905 2020-10-15 02:35:32,900 - mmaction - INFO - Epoch [17][700/1743] lr: 1.000e-02, eta: 2 days, 5:30:43, time: 1.014, data_time: 0.005, memory: 3025, loss_cls: 2.6162, loss: 2.6162, grad_norm: 2.7517 2020-10-15 02:35:52,797 - mmaction - INFO - Epoch [17][720/1743] lr: 1.000e-02, eta: 2 days, 5:29:43, time: 0.995, data_time: 0.006, memory: 3025, loss_cls: 2.5566, loss: 2.5566, grad_norm: 2.7197 2020-10-15 02:36:13,138 - mmaction - INFO - Epoch [17][740/1743] lr: 1.000e-02, eta: 2 days, 5:28:46, time: 1.022, data_time: 0.007, memory: 3025, loss_cls: 2.6259, loss: 2.6259, grad_norm: 2.8141 2020-10-15 02:36:31,823 - mmaction - INFO - Epoch [17][760/1743] lr: 1.000e-02, eta: 2 days, 5:27:40, time: 0.931, data_time: 0.001, memory: 3025, loss_cls: 2.5693, loss: 2.5693, grad_norm: 2.7138 2020-10-15 02:36:52,470 - mmaction - INFO - Epoch [17][780/1743] lr: 1.000e-02, eta: 2 days, 5:26:44, time: 1.035, data_time: 0.007, memory: 3025, loss_cls: 2.6261, loss: 2.6261, grad_norm: 2.7775 2020-10-15 02:37:11,887 - mmaction - INFO - Epoch [17][800/1743] lr: 1.000e-02, eta: 2 days, 5:25:42, time: 0.969, data_time: 0.005, memory: 3025, loss_cls: 2.6543, loss: 2.6543, grad_norm: 2.7498 2020-10-15 02:37:31,452 - mmaction - INFO - Epoch [17][820/1743] lr: 1.000e-02, eta: 2 days, 5:24:41, time: 0.974, data_time: 0.008, memory: 3025, loss_cls: 2.6490, loss: 2.6490, grad_norm: 2.8044 2020-10-15 02:37:51,578 - mmaction - INFO - Epoch [17][840/1743] lr: 1.000e-02, eta: 2 days, 5:23:43, time: 1.009, data_time: 0.008, memory: 3025, loss_cls: 2.6570, loss: 2.6570, grad_norm: 2.7964 2020-10-15 02:38:11,192 - mmaction - INFO - Epoch [17][860/1743] lr: 1.000e-02, eta: 2 days, 5:22:42, time: 0.983, data_time: 0.006, memory: 3025, loss_cls: 2.6120, loss: 2.6120, grad_norm: 2.7715 2020-10-15 02:38:29,469 - mmaction - INFO - Epoch [17][880/1743] lr: 1.000e-02, eta: 2 days, 5:21:34, time: 0.911, data_time: 0.004, memory: 3025, loss_cls: 2.5883, loss: 2.5883, grad_norm: 2.7791 2020-10-15 02:38:50,703 - mmaction - INFO - Epoch [17][900/1743] lr: 1.000e-02, eta: 2 days, 5:20:42, time: 1.062, data_time: 0.007, memory: 3025, loss_cls: 2.6383, loss: 2.6383, grad_norm: 2.8168 2020-10-15 02:39:10,866 - mmaction - INFO - Epoch [17][920/1743] lr: 1.000e-02, eta: 2 days, 5:19:44, time: 1.011, data_time: 0.006, memory: 3025, loss_cls: 2.6233, loss: 2.6233, grad_norm: 2.7895 2020-10-15 02:39:30,584 - mmaction - INFO - Epoch [17][940/1743] lr: 1.000e-02, eta: 2 days, 5:18:44, time: 0.988, data_time: 0.004, memory: 3025, loss_cls: 2.5962, loss: 2.5962, grad_norm: 2.7811 2020-10-15 02:39:49,828 - mmaction - INFO - Epoch [17][960/1743] lr: 1.000e-02, eta: 2 days, 5:17:42, time: 0.963, data_time: 0.001, memory: 3025, loss_cls: 2.6281, loss: 2.6281, grad_norm: 2.8059 2020-10-15 02:40:09,248 - mmaction - INFO - Epoch [17][980/1743] lr: 1.000e-02, eta: 2 days, 5:16:40, time: 0.968, data_time: 0.002, memory: 3025, loss_cls: 2.6554, loss: 2.6554, grad_norm: 2.8296 2020-10-15 02:40:30,056 - mmaction - INFO - Epoch [17][1000/1743] lr: 1.000e-02, eta: 2 days, 5:15:46, time: 1.042, data_time: 0.005, memory: 3025, loss_cls: 2.6227, loss: 2.6227, grad_norm: 2.8049 2020-10-15 02:40:49,804 - mmaction - INFO - Epoch [17][1020/1743] lr: 1.000e-02, eta: 2 days, 5:14:46, time: 0.986, data_time: 0.003, memory: 3025, loss_cls: 2.6286, loss: 2.6286, grad_norm: 2.8137 2020-10-15 02:41:08,350 - mmaction - INFO - Epoch [17][1040/1743] lr: 1.000e-02, eta: 2 days, 5:13:40, time: 0.927, data_time: 0.003, memory: 3025, loss_cls: 2.6328, loss: 2.6328, grad_norm: 2.8069 2020-10-15 02:41:28,447 - mmaction - INFO - Epoch [17][1060/1743] lr: 1.000e-02, eta: 2 days, 5:12:42, time: 1.000, data_time: 0.004, memory: 3025, loss_cls: 2.6063, loss: 2.6063, grad_norm: 2.7646 2020-10-15 02:41:49,015 - mmaction - INFO - Epoch [17][1080/1743] lr: 1.000e-02, eta: 2 days, 5:11:47, time: 1.030, data_time: 0.007, memory: 3025, loss_cls: 2.6091, loss: 2.6091, grad_norm: 2.7647 2020-10-15 02:42:07,951 - mmaction - INFO - Epoch [17][1100/1743] lr: 1.000e-02, eta: 2 days, 5:10:43, time: 0.945, data_time: 0.005, memory: 3025, loss_cls: 2.6186, loss: 2.6186, grad_norm: 2.8178 2020-10-15 02:42:27,744 - mmaction - INFO - Epoch [17][1120/1743] lr: 1.000e-02, eta: 2 days, 5:09:45, time: 0.996, data_time: 0.009, memory: 3025, loss_cls: 2.6491, loss: 2.6491, grad_norm: 2.8144 2020-10-15 02:42:47,781 - mmaction - INFO - Epoch [17][1140/1743] lr: 1.000e-02, eta: 2 days, 5:08:47, time: 1.002, data_time: 0.004, memory: 3025, loss_cls: 2.6180, loss: 2.6180, grad_norm: 2.7740 2020-10-15 02:43:08,234 - mmaction - INFO - Epoch [17][1160/1743] lr: 1.000e-02, eta: 2 days, 5:07:51, time: 1.020, data_time: 0.001, memory: 3025, loss_cls: 2.6152, loss: 2.6152, grad_norm: 2.7742 2020-10-15 02:43:28,078 - mmaction - INFO - Epoch [17][1180/1743] lr: 1.000e-02, eta: 2 days, 5:06:51, time: 0.987, data_time: 0.004, memory: 3025, loss_cls: 2.5914, loss: 2.5914, grad_norm: 2.7196 2020-10-15 02:43:47,708 - mmaction - INFO - Epoch [17][1200/1743] lr: 1.000e-02, eta: 2 days, 5:05:52, time: 0.986, data_time: 0.009, memory: 3025, loss_cls: 2.6144, loss: 2.6144, grad_norm: 2.7891 2020-10-15 02:44:08,021 - mmaction - INFO - Epoch [17][1220/1743] lr: 1.000e-02, eta: 2 days, 5:04:56, time: 1.017, data_time: 0.006, memory: 3025, loss_cls: 2.6079, loss: 2.6079, grad_norm: 2.7882 2020-10-15 02:44:26,646 - mmaction - INFO - Epoch [17][1240/1743] lr: 1.000e-02, eta: 2 days, 5:03:51, time: 0.932, data_time: 0.003, memory: 3025, loss_cls: 2.6892, loss: 2.6892, grad_norm: 2.8310 2020-10-15 02:44:45,148 - mmaction - INFO - Epoch [17][1260/1743] lr: 1.000e-02, eta: 2 days, 5:02:45, time: 0.916, data_time: 0.003, memory: 3025, loss_cls: 2.6147, loss: 2.6147, grad_norm: 2.8085 2020-10-15 02:45:04,769 - mmaction - INFO - Epoch [17][1280/1743] lr: 1.000e-02, eta: 2 days, 5:01:46, time: 0.988, data_time: 0.019, memory: 3025, loss_cls: 2.6158, loss: 2.6158, grad_norm: 2.7852 2020-10-15 02:45:23,697 - mmaction - INFO - Epoch [17][1300/1743] lr: 1.000e-02, eta: 2 days, 5:00:43, time: 0.946, data_time: 0.005, memory: 3025, loss_cls: 2.6108, loss: 2.6108, grad_norm: 2.8175 2020-10-15 02:45:43,018 - mmaction - INFO - Epoch [17][1320/1743] lr: 1.000e-02, eta: 2 days, 4:59:42, time: 0.966, data_time: 0.008, memory: 3025, loss_cls: 2.6246, loss: 2.6246, grad_norm: 2.7606 2020-10-15 02:46:02,545 - mmaction - INFO - Epoch [17][1340/1743] lr: 1.000e-02, eta: 2 days, 4:58:42, time: 0.979, data_time: 0.006, memory: 3025, loss_cls: 2.6124, loss: 2.6124, grad_norm: 2.7638 2020-10-15 02:46:21,810 - mmaction - INFO - Epoch [17][1360/1743] lr: 1.000e-02, eta: 2 days, 4:57:41, time: 0.962, data_time: 0.003, memory: 3025, loss_cls: 2.6327, loss: 2.6327, grad_norm: 2.7640 2020-10-15 02:46:40,726 - mmaction - INFO - Epoch [17][1380/1743] lr: 1.000e-02, eta: 2 days, 4:56:39, time: 0.949, data_time: 0.004, memory: 3025, loss_cls: 2.6430, loss: 2.6430, grad_norm: 2.7885 2020-10-15 02:47:01,198 - mmaction - INFO - Epoch [17][1400/1743] lr: 1.000e-02, eta: 2 days, 4:55:43, time: 1.019, data_time: 0.002, memory: 3025, loss_cls: 2.6226, loss: 2.6226, grad_norm: 2.7913 2020-10-15 02:47:19,980 - mmaction - INFO - Epoch [17][1420/1743] lr: 1.000e-02, eta: 2 days, 4:54:40, time: 0.941, data_time: 0.006, memory: 3025, loss_cls: 2.6645, loss: 2.6645, grad_norm: 2.8005 2020-10-15 02:47:39,087 - mmaction - INFO - Epoch [17][1440/1743] lr: 1.000e-02, eta: 2 days, 4:53:38, time: 0.956, data_time: 0.004, memory: 3025, loss_cls: 2.6434, loss: 2.6434, grad_norm: 2.8299 2020-10-15 02:47:59,083 - mmaction - INFO - Epoch [17][1460/1743] lr: 1.000e-02, eta: 2 days, 4:52:41, time: 0.999, data_time: 0.005, memory: 3025, loss_cls: 2.6291, loss: 2.6291, grad_norm: 2.7955 2020-10-15 02:48:18,016 - mmaction - INFO - Epoch [17][1480/1743] lr: 1.000e-02, eta: 2 days, 4:51:39, time: 0.948, data_time: 0.003, memory: 3025, loss_cls: 2.6035, loss: 2.6035, grad_norm: 2.7480 2020-10-15 02:48:37,627 - mmaction - INFO - Epoch [17][1500/1743] lr: 1.000e-02, eta: 2 days, 4:50:40, time: 0.979, data_time: 0.001, memory: 3025, loss_cls: 2.6071, loss: 2.6071, grad_norm: 2.7843 2020-10-15 02:48:58,060 - mmaction - INFO - Epoch [17][1520/1743] lr: 1.000e-02, eta: 2 days, 4:49:45, time: 1.021, data_time: 0.005, memory: 3025, loss_cls: 2.6329, loss: 2.6329, grad_norm: 2.8049 2020-10-15 02:49:17,954 - mmaction - INFO - Epoch [17][1540/1743] lr: 1.000e-02, eta: 2 days, 4:48:47, time: 0.995, data_time: 0.004, memory: 3025, loss_cls: 2.6333, loss: 2.6333, grad_norm: 2.7936 2020-10-15 02:49:37,507 - mmaction - INFO - Epoch [17][1560/1743] lr: 1.000e-02, eta: 2 days, 4:47:48, time: 0.978, data_time: 0.003, memory: 3025, loss_cls: 2.6109, loss: 2.6109, grad_norm: 2.7829 2020-10-15 02:49:56,723 - mmaction - INFO - Epoch [17][1580/1743] lr: 1.000e-02, eta: 2 days, 4:46:47, time: 0.958, data_time: 0.005, memory: 3025, loss_cls: 2.6472, loss: 2.6472, grad_norm: 2.8230 2020-10-15 02:50:14,871 - mmaction - INFO - Epoch [17][1600/1743] lr: 1.000e-02, eta: 2 days, 4:45:41, time: 0.910, data_time: 0.006, memory: 3025, loss_cls: 2.5996, loss: 2.5996, grad_norm: 2.7472 2020-10-15 02:50:35,585 - mmaction - INFO - Epoch [17][1620/1743] lr: 1.000e-02, eta: 2 days, 4:44:48, time: 1.035, data_time: 0.002, memory: 3025, loss_cls: 2.6185, loss: 2.6185, grad_norm: 2.7986 2020-10-15 02:50:54,304 - mmaction - INFO - Epoch [17][1640/1743] lr: 1.000e-02, eta: 2 days, 4:43:45, time: 0.937, data_time: 0.007, memory: 3025, loss_cls: 2.6223, loss: 2.6223, grad_norm: 2.8025 2020-10-15 02:51:13,439 - mmaction - INFO - Epoch [17][1660/1743] lr: 1.000e-02, eta: 2 days, 4:42:44, time: 0.957, data_time: 0.005, memory: 3025, loss_cls: 2.6818, loss: 2.6818, grad_norm: 2.8129 2020-10-15 02:51:34,011 - mmaction - INFO - Epoch [17][1680/1743] lr: 1.000e-02, eta: 2 days, 4:41:50, time: 1.029, data_time: 0.003, memory: 3025, loss_cls: 2.5554, loss: 2.5554, grad_norm: 2.7840 2020-10-15 02:51:52,638 - mmaction - INFO - Epoch [17][1700/1743] lr: 1.000e-02, eta: 2 days, 4:40:46, time: 0.927, data_time: 0.003, memory: 3025, loss_cls: 2.6292, loss: 2.6292, grad_norm: 2.7625 2020-10-15 02:52:12,138 - mmaction - INFO - Epoch [17][1720/1743] lr: 1.000e-02, eta: 2 days, 4:39:47, time: 0.976, data_time: 0.007, memory: 3025, loss_cls: 2.6384, loss: 2.6384, grad_norm: 2.8093 2020-10-15 02:52:31,441 - mmaction - INFO - Epoch [17][1740/1743] lr: 1.000e-02, eta: 2 days, 4:38:48, time: 0.970, data_time: 0.011, memory: 3025, loss_cls: 2.6399, loss: 2.6399, grad_norm: 2.8072 2020-10-15 02:53:07,320 - mmaction - INFO - Epoch [18][20/1743] lr: 1.000e-02, eta: 2 days, 4:38:27, time: 1.605, data_time: 0.629, memory: 3025, loss_cls: 2.5849, loss: 2.5849, grad_norm: 2.7412 2020-10-15 02:53:26,930 - mmaction - INFO - Epoch [18][40/1743] lr: 1.000e-02, eta: 2 days, 4:37:28, time: 0.975, data_time: 0.014, memory: 3025, loss_cls: 2.6012, loss: 2.6012, grad_norm: 2.7704 2020-10-15 02:53:46,410 - mmaction - INFO - Epoch [18][60/1743] lr: 1.000e-02, eta: 2 days, 4:36:30, time: 0.982, data_time: 0.011, memory: 3025, loss_cls: 2.5992, loss: 2.5992, grad_norm: 2.8074 2020-10-15 02:54:05,363 - mmaction - INFO - Epoch [18][80/1743] lr: 1.000e-02, eta: 2 days, 4:35:29, time: 0.949, data_time: 0.006, memory: 3025, loss_cls: 2.6104, loss: 2.6104, grad_norm: 2.8099 2020-10-15 02:54:25,545 - mmaction - INFO - Epoch [18][100/1743] lr: 1.000e-02, eta: 2 days, 4:34:33, time: 1.005, data_time: 0.085, memory: 3025, loss_cls: 2.6042, loss: 2.6042, grad_norm: 2.8089 2020-10-15 02:54:44,655 - mmaction - INFO - Epoch [18][120/1743] lr: 1.000e-02, eta: 2 days, 4:33:33, time: 0.957, data_time: 0.221, memory: 3025, loss_cls: 2.6128, loss: 2.6128, grad_norm: 2.7606 2020-10-15 02:55:04,847 - mmaction - INFO - Epoch [18][140/1743] lr: 1.000e-02, eta: 2 days, 4:32:38, time: 1.011, data_time: 0.100, memory: 3025, loss_cls: 2.6015, loss: 2.6015, grad_norm: 2.8065 2020-10-15 02:55:25,591 - mmaction - INFO - Epoch [18][160/1743] lr: 1.000e-02, eta: 2 days, 4:31:45, time: 1.038, data_time: 0.004, memory: 3025, loss_cls: 2.6232, loss: 2.6232, grad_norm: 2.7540 2020-10-15 02:55:44,309 - mmaction - INFO - Epoch [18][180/1743] lr: 1.000e-02, eta: 2 days, 4:30:43, time: 0.937, data_time: 0.004, memory: 3025, loss_cls: 2.6129, loss: 2.6129, grad_norm: 2.7510 2020-10-15 02:56:03,742 - mmaction - INFO - Epoch [18][200/1743] lr: 1.000e-02, eta: 2 days, 4:29:44, time: 0.970, data_time: 0.081, memory: 3025, loss_cls: 2.6157, loss: 2.6157, grad_norm: 2.8158 2020-10-15 02:56:22,531 - mmaction - INFO - Epoch [18][220/1743] lr: 1.000e-02, eta: 2 days, 4:28:42, time: 0.941, data_time: 0.003, memory: 3025, loss_cls: 2.5788, loss: 2.5788, grad_norm: 2.7538 2020-10-15 02:56:42,932 - mmaction - INFO - Epoch [18][240/1743] lr: 1.000e-02, eta: 2 days, 4:27:48, time: 1.018, data_time: 0.005, memory: 3025, loss_cls: 2.6358, loss: 2.6358, grad_norm: 2.8331 2020-10-15 02:57:01,969 - mmaction - INFO - Epoch [18][260/1743] lr: 1.000e-02, eta: 2 days, 4:26:47, time: 0.950, data_time: 0.005, memory: 3025, loss_cls: 2.6342, loss: 2.6342, grad_norm: 2.7754 2020-10-15 02:57:20,803 - mmaction - INFO - Epoch [18][280/1743] lr: 1.000e-02, eta: 2 days, 4:25:46, time: 0.947, data_time: 0.007, memory: 3025, loss_cls: 2.5796, loss: 2.5796, grad_norm: 2.7361 2020-10-15 02:57:39,415 - mmaction - INFO - Epoch [18][300/1743] lr: 1.000e-02, eta: 2 days, 4:24:44, time: 0.927, data_time: 0.001, memory: 3025, loss_cls: 2.5773, loss: 2.5773, grad_norm: 2.7758 2020-10-15 02:57:59,725 - mmaction - INFO - Epoch [18][320/1743] lr: 1.000e-02, eta: 2 days, 4:23:49, time: 1.016, data_time: 0.005, memory: 3025, loss_cls: 2.6033, loss: 2.6033, grad_norm: 2.7614 2020-10-15 02:58:17,018 - mmaction - INFO - Epoch [18][340/1743] lr: 1.000e-02, eta: 2 days, 4:22:41, time: 0.866, data_time: 0.007, memory: 3025, loss_cls: 2.6123, loss: 2.6123, grad_norm: 2.7699 2020-10-15 02:58:35,778 - mmaction - INFO - Epoch [18][360/1743] lr: 1.000e-02, eta: 2 days, 4:21:39, time: 0.933, data_time: 0.003, memory: 3025, loss_cls: 2.6223, loss: 2.6223, grad_norm: 2.8162 2020-10-15 02:58:54,382 - mmaction - INFO - Epoch [18][380/1743] lr: 1.000e-02, eta: 2 days, 4:20:37, time: 0.932, data_time: 0.008, memory: 3025, loss_cls: 2.5887, loss: 2.5887, grad_norm: 2.7630 2020-10-15 02:59:13,581 - mmaction - INFO - Epoch [18][400/1743] lr: 1.000e-02, eta: 2 days, 4:19:37, time: 0.963, data_time: 0.007, memory: 3025, loss_cls: 2.6140, loss: 2.6140, grad_norm: 2.8327 2020-10-15 02:59:32,685 - mmaction - INFO - Epoch [18][420/1743] lr: 1.000e-02, eta: 2 days, 4:18:38, time: 0.953, data_time: 0.005, memory: 3025, loss_cls: 2.6177, loss: 2.6177, grad_norm: 2.7964 2020-10-15 02:59:51,150 - mmaction - INFO - Epoch [18][440/1743] lr: 1.000e-02, eta: 2 days, 4:17:35, time: 0.927, data_time: 0.006, memory: 3025, loss_cls: 2.6133, loss: 2.6133, grad_norm: 2.7962 2020-10-15 03:00:10,921 - mmaction - INFO - Epoch [18][460/1743] lr: 1.000e-02, eta: 2 days, 4:16:38, time: 0.987, data_time: 0.004, memory: 3025, loss_cls: 2.5894, loss: 2.5894, grad_norm: 2.7256 2020-10-15 03:00:32,525 - mmaction - INFO - Epoch [18][480/1743] lr: 1.000e-02, eta: 2 days, 4:15:51, time: 1.079, data_time: 0.004, memory: 3025, loss_cls: 2.5850, loss: 2.5850, grad_norm: 2.7853 2020-10-15 03:00:51,656 - mmaction - INFO - Epoch [18][500/1743] lr: 1.000e-02, eta: 2 days, 4:14:52, time: 0.959, data_time: 0.006, memory: 3025, loss_cls: 2.6194, loss: 2.6194, grad_norm: 2.7979 2020-10-15 03:01:12,573 - mmaction - INFO - Epoch [18][520/1743] lr: 1.000e-02, eta: 2 days, 4:14:00, time: 1.040, data_time: 0.003, memory: 3025, loss_cls: 2.5843, loss: 2.5843, grad_norm: 2.7599 2020-10-15 03:01:31,919 - mmaction - INFO - Epoch [18][540/1743] lr: 1.000e-02, eta: 2 days, 4:13:02, time: 0.972, data_time: 0.011, memory: 3025, loss_cls: 2.5779, loss: 2.5779, grad_norm: 2.7706 2020-10-15 03:01:52,558 - mmaction - INFO - Epoch [18][560/1743] lr: 1.000e-02, eta: 2 days, 4:12:10, time: 1.032, data_time: 0.004, memory: 3025, loss_cls: 2.6418, loss: 2.6418, grad_norm: 2.7832 2020-10-15 03:02:12,994 - mmaction - INFO - Epoch [18][580/1743] lr: 1.000e-02, eta: 2 days, 4:11:17, time: 1.024, data_time: 0.004, memory: 3025, loss_cls: 2.5621, loss: 2.5621, grad_norm: 2.7111 2020-10-15 03:02:33,031 - mmaction - INFO - Epoch [18][600/1743] lr: 1.000e-02, eta: 2 days, 4:10:22, time: 1.000, data_time: 0.002, memory: 3025, loss_cls: 2.5773, loss: 2.5773, grad_norm: 2.7511 2020-10-15 03:02:52,529 - mmaction - INFO - Epoch [18][620/1743] lr: 1.000e-02, eta: 2 days, 4:09:25, time: 0.972, data_time: 0.004, memory: 3025, loss_cls: 2.6094, loss: 2.6094, grad_norm: 2.7594 2020-10-15 03:03:12,022 - mmaction - INFO - Epoch [18][640/1743] lr: 1.000e-02, eta: 2 days, 4:08:28, time: 0.978, data_time: 0.009, memory: 3025, loss_cls: 2.5804, loss: 2.5804, grad_norm: 2.7536 2020-10-15 03:03:32,130 - mmaction - INFO - Epoch [18][660/1743] lr: 1.000e-02, eta: 2 days, 4:07:33, time: 1.007, data_time: 0.004, memory: 3025, loss_cls: 2.6072, loss: 2.6072, grad_norm: 2.8071 2020-10-15 03:03:51,681 - mmaction - INFO - Epoch [18][680/1743] lr: 1.000e-02, eta: 2 days, 4:06:36, time: 0.976, data_time: 0.003, memory: 3025, loss_cls: 2.6243, loss: 2.6243, grad_norm: 2.8272 2020-10-15 03:04:12,218 - mmaction - INFO - Epoch [18][700/1743] lr: 1.000e-02, eta: 2 days, 4:05:43, time: 1.022, data_time: 0.005, memory: 3025, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.8321 2020-10-15 03:04:31,084 - mmaction - INFO - Epoch [18][720/1743] lr: 1.000e-02, eta: 2 days, 4:04:44, time: 0.946, data_time: 0.010, memory: 3025, loss_cls: 2.6116, loss: 2.6116, grad_norm: 2.8317 2020-10-15 03:04:50,561 - mmaction - INFO - Epoch [18][740/1743] lr: 1.000e-02, eta: 2 days, 4:03:47, time: 0.978, data_time: 0.006, memory: 3025, loss_cls: 2.5850, loss: 2.5850, grad_norm: 2.7242 2020-10-15 03:05:10,623 - mmaction - INFO - Epoch [18][760/1743] lr: 1.000e-02, eta: 2 days, 4:02:52, time: 1.002, data_time: 0.004, memory: 3025, loss_cls: 2.5804, loss: 2.5804, grad_norm: 2.7856 2020-10-15 03:05:30,861 - mmaction - INFO - Epoch [18][780/1743] lr: 1.000e-02, eta: 2 days, 4:01:58, time: 1.008, data_time: 0.003, memory: 3025, loss_cls: 2.5717, loss: 2.5717, grad_norm: 2.7518 2020-10-15 03:05:50,284 - mmaction - INFO - Epoch [18][800/1743] lr: 1.000e-02, eta: 2 days, 4:01:01, time: 0.971, data_time: 0.007, memory: 3025, loss_cls: 2.5964, loss: 2.5964, grad_norm: 2.7737 2020-10-15 03:06:09,303 - mmaction - INFO - Epoch [18][820/1743] lr: 1.000e-02, eta: 2 days, 4:00:02, time: 0.955, data_time: 0.008, memory: 3025, loss_cls: 2.5735, loss: 2.5735, grad_norm: 2.7597 2020-10-15 03:06:27,955 - mmaction - INFO - Epoch [18][840/1743] lr: 1.000e-02, eta: 2 days, 3:59:01, time: 0.930, data_time: 0.002, memory: 3025, loss_cls: 2.6339, loss: 2.6339, grad_norm: 2.8008 2020-10-15 03:06:48,217 - mmaction - INFO - Epoch [18][860/1743] lr: 1.000e-02, eta: 2 days, 3:58:08, time: 1.011, data_time: 0.004, memory: 3025, loss_cls: 2.6038, loss: 2.6038, grad_norm: 2.7882 2020-10-15 03:07:07,806 - mmaction - INFO - Epoch [18][880/1743] lr: 1.000e-02, eta: 2 days, 3:57:12, time: 0.984, data_time: 0.007, memory: 3025, loss_cls: 2.6128, loss: 2.6128, grad_norm: 2.8017 2020-10-15 03:07:26,365 - mmaction - INFO - Epoch [18][900/1743] lr: 1.000e-02, eta: 2 days, 3:56:11, time: 0.929, data_time: 0.002, memory: 3025, loss_cls: 2.6021, loss: 2.6021, grad_norm: 2.7843 2020-10-15 03:07:46,173 - mmaction - INFO - Epoch [18][920/1743] lr: 1.000e-02, eta: 2 days, 3:55:16, time: 0.988, data_time: 0.001, memory: 3025, loss_cls: 2.5947, loss: 2.5947, grad_norm: 2.8243 2020-10-15 03:08:05,570 - mmaction - INFO - Epoch [18][940/1743] lr: 1.000e-02, eta: 2 days, 3:54:18, time: 0.970, data_time: 0.004, memory: 3025, loss_cls: 2.6049, loss: 2.6049, grad_norm: 2.7818 2020-10-15 03:08:25,122 - mmaction - INFO - Epoch [18][960/1743] lr: 1.000e-02, eta: 2 days, 3:53:22, time: 0.977, data_time: 0.005, memory: 3025, loss_cls: 2.6611, loss: 2.6611, grad_norm: 2.8437 2020-10-15 03:08:43,079 - mmaction - INFO - Epoch [18][980/1743] lr: 1.000e-02, eta: 2 days, 3:52:19, time: 0.900, data_time: 0.004, memory: 3025, loss_cls: 2.6249, loss: 2.6249, grad_norm: 2.7622 2020-10-15 03:09:02,483 - mmaction - INFO - Epoch [18][1000/1743] lr: 1.000e-02, eta: 2 days, 3:51:21, time: 0.965, data_time: 0.003, memory: 3025, loss_cls: 2.6158, loss: 2.6158, grad_norm: 2.7627 2020-10-15 03:09:20,896 - mmaction - INFO - Epoch [18][1020/1743] lr: 1.000e-02, eta: 2 days, 3:50:20, time: 0.923, data_time: 0.009, memory: 3025, loss_cls: 2.6376, loss: 2.6376, grad_norm: 2.7909 2020-10-15 03:09:39,852 - mmaction - INFO - Epoch [18][1040/1743] lr: 1.000e-02, eta: 2 days, 3:49:21, time: 0.952, data_time: 0.005, memory: 3025, loss_cls: 2.6297, loss: 2.6297, grad_norm: 2.8162 2020-10-15 03:09:58,398 - mmaction - INFO - Epoch [18][1060/1743] lr: 1.000e-02, eta: 2 days, 3:48:20, time: 0.925, data_time: 0.001, memory: 3025, loss_cls: 2.6134, loss: 2.6134, grad_norm: 2.8194 2020-10-15 03:10:18,269 - mmaction - INFO - Epoch [18][1080/1743] lr: 1.000e-02, eta: 2 days, 3:47:26, time: 0.994, data_time: 0.003, memory: 3025, loss_cls: 2.6300, loss: 2.6300, grad_norm: 2.7953 2020-10-15 03:10:37,746 - mmaction - INFO - Epoch [18][1100/1743] lr: 1.000e-02, eta: 2 days, 3:46:30, time: 0.975, data_time: 0.003, memory: 3025, loss_cls: 2.6208, loss: 2.6208, grad_norm: 2.8133 2020-10-15 03:10:57,103 - mmaction - INFO - Epoch [18][1120/1743] lr: 1.000e-02, eta: 2 days, 3:45:33, time: 0.965, data_time: 0.002, memory: 3025, loss_cls: 2.5900, loss: 2.5900, grad_norm: 2.8614 2020-10-15 03:11:16,184 - mmaction - INFO - Epoch [18][1140/1743] lr: 1.000e-02, eta: 2 days, 3:44:35, time: 0.953, data_time: 0.006, memory: 3025, loss_cls: 2.5987, loss: 2.5987, grad_norm: 2.8117 2020-10-15 03:11:36,174 - mmaction - INFO - Epoch [18][1160/1743] lr: 1.000e-02, eta: 2 days, 3:43:41, time: 1.003, data_time: 0.005, memory: 3025, loss_cls: 2.6069, loss: 2.6069, grad_norm: 2.7829 2020-10-15 03:11:55,185 - mmaction - INFO - Epoch [18][1180/1743] lr: 1.000e-02, eta: 2 days, 3:42:43, time: 0.949, data_time: 0.002, memory: 3025, loss_cls: 2.6152, loss: 2.6152, grad_norm: 2.8168 2020-10-15 03:12:14,334 - mmaction - INFO - Epoch [18][1200/1743] lr: 1.000e-02, eta: 2 days, 3:41:45, time: 0.958, data_time: 0.003, memory: 3025, loss_cls: 2.6016, loss: 2.6016, grad_norm: 2.7907 2020-10-15 03:12:34,090 - mmaction - INFO - Epoch [18][1220/1743] lr: 1.000e-02, eta: 2 days, 3:40:50, time: 0.988, data_time: 0.002, memory: 3025, loss_cls: 2.6228, loss: 2.6228, grad_norm: 2.8587 2020-10-15 03:12:52,439 - mmaction - INFO - Epoch [18][1240/1743] lr: 1.000e-02, eta: 2 days, 3:39:49, time: 0.916, data_time: 0.002, memory: 3025, loss_cls: 2.5981, loss: 2.5981, grad_norm: 2.7561 2020-10-15 03:13:12,707 - mmaction - INFO - Epoch [18][1260/1743] lr: 1.000e-02, eta: 2 days, 3:38:57, time: 1.015, data_time: 0.005, memory: 3025, loss_cls: 2.6348, loss: 2.6348, grad_norm: 2.8658 2020-10-15 03:13:31,655 - mmaction - INFO - Epoch [18][1280/1743] lr: 1.000e-02, eta: 2 days, 3:37:58, time: 0.944, data_time: 0.002, memory: 3025, loss_cls: 2.6070, loss: 2.6070, grad_norm: 2.7539 2020-10-15 03:13:52,030 - mmaction - INFO - Epoch [18][1300/1743] lr: 1.000e-02, eta: 2 days, 3:37:07, time: 1.018, data_time: 0.004, memory: 3025, loss_cls: 2.5905, loss: 2.5905, grad_norm: 2.8077 2020-10-15 03:14:11,872 - mmaction - INFO - Epoch [18][1320/1743] lr: 1.000e-02, eta: 2 days, 3:36:12, time: 0.987, data_time: 0.005, memory: 3025, loss_cls: 2.5913, loss: 2.5913, grad_norm: 2.8112 2020-10-15 03:14:30,433 - mmaction - INFO - Epoch [18][1340/1743] lr: 1.000e-02, eta: 2 days, 3:35:13, time: 0.934, data_time: 0.010, memory: 3025, loss_cls: 2.6100, loss: 2.6100, grad_norm: 2.8087 2020-10-15 03:14:49,320 - mmaction - INFO - Epoch [18][1360/1743] lr: 1.000e-02, eta: 2 days, 3:34:14, time: 0.945, data_time: 0.007, memory: 3025, loss_cls: 2.6219, loss: 2.6219, grad_norm: 2.8053 2020-10-15 03:15:09,036 - mmaction - INFO - Epoch [18][1380/1743] lr: 1.000e-02, eta: 2 days, 3:33:20, time: 0.984, data_time: 0.004, memory: 3025, loss_cls: 2.5915, loss: 2.5915, grad_norm: 2.7904 2020-10-15 03:15:27,883 - mmaction - INFO - Epoch [18][1400/1743] lr: 1.000e-02, eta: 2 days, 3:32:21, time: 0.944, data_time: 0.005, memory: 3025, loss_cls: 2.5860, loss: 2.5860, grad_norm: 2.7766 2020-10-15 03:15:46,320 - mmaction - INFO - Epoch [18][1420/1743] lr: 1.000e-02, eta: 2 days, 3:31:21, time: 0.921, data_time: 0.004, memory: 3025, loss_cls: 2.6407, loss: 2.6407, grad_norm: 2.8502 2020-10-15 03:16:05,454 - mmaction - INFO - Epoch [18][1440/1743] lr: 1.000e-02, eta: 2 days, 3:30:24, time: 0.957, data_time: 0.021, memory: 3025, loss_cls: 2.5868, loss: 2.5868, grad_norm: 2.7514 2020-10-15 03:16:23,753 - mmaction - INFO - Epoch [18][1460/1743] lr: 1.000e-02, eta: 2 days, 3:29:23, time: 0.912, data_time: 0.006, memory: 3025, loss_cls: 2.5999, loss: 2.5999, grad_norm: 2.7742 2020-10-15 03:16:43,568 - mmaction - INFO - Epoch [18][1480/1743] lr: 1.000e-02, eta: 2 days, 3:28:29, time: 0.992, data_time: 0.007, memory: 3025, loss_cls: 2.6058, loss: 2.6058, grad_norm: 2.7863 2020-10-15 03:17:02,499 - mmaction - INFO - Epoch [18][1500/1743] lr: 1.000e-02, eta: 2 days, 3:27:31, time: 0.946, data_time: 0.005, memory: 3025, loss_cls: 2.6584, loss: 2.6584, grad_norm: 2.8513 2020-10-15 03:17:21,230 - mmaction - INFO - Epoch [18][1520/1743] lr: 1.000e-02, eta: 2 days, 3:26:33, time: 0.941, data_time: 0.052, memory: 3025, loss_cls: 2.6191, loss: 2.6191, grad_norm: 2.8339 2020-10-15 03:17:40,870 - mmaction - INFO - Epoch [18][1540/1743] lr: 1.000e-02, eta: 2 days, 3:25:38, time: 0.979, data_time: 0.103, memory: 3025, loss_cls: 2.6316, loss: 2.6316, grad_norm: 2.7680 2020-10-15 03:17:59,563 - mmaction - INFO - Epoch [18][1560/1743] lr: 1.000e-02, eta: 2 days, 3:24:39, time: 0.936, data_time: 0.058, memory: 3025, loss_cls: 2.5640, loss: 2.5640, grad_norm: 2.7351 2020-10-15 03:18:19,437 - mmaction - INFO - Epoch [18][1580/1743] lr: 1.000e-02, eta: 2 days, 3:23:46, time: 0.992, data_time: 0.037, memory: 3025, loss_cls: 2.6329, loss: 2.6329, grad_norm: 2.8271 2020-10-15 03:18:38,554 - mmaction - INFO - Epoch [18][1600/1743] lr: 1.000e-02, eta: 2 days, 3:22:49, time: 0.959, data_time: 0.012, memory: 3025, loss_cls: 2.6121, loss: 2.6121, grad_norm: 2.8343 2020-10-15 03:18:58,150 - mmaction - INFO - Epoch [18][1620/1743] lr: 1.000e-02, eta: 2 days, 3:21:55, time: 0.979, data_time: 0.002, memory: 3025, loss_cls: 2.5596, loss: 2.5596, grad_norm: 2.7940 2020-10-15 03:19:18,546 - mmaction - INFO - Epoch [18][1640/1743] lr: 1.000e-02, eta: 2 days, 3:21:04, time: 1.021, data_time: 0.004, memory: 3025, loss_cls: 2.5890, loss: 2.5890, grad_norm: 2.8404 2020-10-15 03:19:37,224 - mmaction - INFO - Epoch [18][1660/1743] lr: 1.000e-02, eta: 2 days, 3:20:05, time: 0.929, data_time: 0.002, memory: 3025, loss_cls: 2.6361, loss: 2.6361, grad_norm: 2.8274 2020-10-15 03:19:56,665 - mmaction - INFO - Epoch [18][1680/1743] lr: 1.000e-02, eta: 2 days, 3:19:10, time: 0.976, data_time: 0.007, memory: 3025, loss_cls: 2.5911, loss: 2.5911, grad_norm: 2.8090 2020-10-15 03:20:16,127 - mmaction - INFO - Epoch [18][1700/1743] lr: 1.000e-02, eta: 2 days, 3:18:15, time: 0.972, data_time: 0.003, memory: 3025, loss_cls: 2.6087, loss: 2.6087, grad_norm: 2.7794 2020-10-15 03:20:36,926 - mmaction - INFO - Epoch [18][1720/1743] lr: 1.000e-02, eta: 2 days, 3:17:26, time: 1.036, data_time: 0.003, memory: 3025, loss_cls: 2.6082, loss: 2.6082, grad_norm: 2.7969 2020-10-15 03:20:55,524 - mmaction - INFO - Epoch [18][1740/1743] lr: 1.000e-02, eta: 2 days, 3:16:28, time: 0.934, data_time: 0.008, memory: 3025, loss_cls: 2.5746, loss: 2.5746, grad_norm: 2.7679 2020-10-15 03:21:31,698 - mmaction - INFO - Epoch [19][20/1743] lr: 1.000e-02, eta: 2 days, 3:16:14, time: 1.659, data_time: 0.769, memory: 3025, loss_cls: 2.5835, loss: 2.5835, grad_norm: 2.8063 2020-10-15 03:21:51,363 - mmaction - INFO - Epoch [19][40/1743] lr: 1.000e-02, eta: 2 days, 3:15:20, time: 0.983, data_time: 0.014, memory: 3025, loss_cls: 2.5709, loss: 2.5709, grad_norm: 2.7607 2020-10-15 03:22:12,244 - mmaction - INFO - Epoch [19][60/1743] lr: 1.000e-02, eta: 2 days, 3:14:32, time: 1.045, data_time: 0.004, memory: 3025, loss_cls: 2.5832, loss: 2.5832, grad_norm: 2.7891 2020-10-15 03:22:30,723 - mmaction - INFO - Epoch [19][80/1743] lr: 1.000e-02, eta: 2 days, 3:13:33, time: 0.925, data_time: 0.003, memory: 3025, loss_cls: 2.6140, loss: 2.6140, grad_norm: 2.8626 2020-10-15 03:22:48,689 - mmaction - INFO - Epoch [19][100/1743] lr: 1.000e-02, eta: 2 days, 3:12:31, time: 0.898, data_time: 0.002, memory: 3025, loss_cls: 2.5822, loss: 2.5822, grad_norm: 2.8230 2020-10-15 03:23:07,812 - mmaction - INFO - Epoch [19][120/1743] lr: 1.000e-02, eta: 2 days, 3:11:35, time: 0.952, data_time: 0.010, memory: 3025, loss_cls: 2.5596, loss: 2.5596, grad_norm: 2.7630 2020-10-15 03:23:25,498 - mmaction - INFO - Epoch [19][140/1743] lr: 1.000e-02, eta: 2 days, 3:10:32, time: 0.886, data_time: 0.025, memory: 3025, loss_cls: 2.5676, loss: 2.5676, grad_norm: 2.8075 2020-10-15 03:23:44,200 - mmaction - INFO - Epoch [19][160/1743] lr: 1.000e-02, eta: 2 days, 3:09:34, time: 0.935, data_time: 0.310, memory: 3025, loss_cls: 2.6167, loss: 2.6167, grad_norm: 2.8173 2020-10-15 03:24:03,129 - mmaction - INFO - Epoch [19][180/1743] lr: 1.000e-02, eta: 2 days, 3:08:37, time: 0.948, data_time: 0.031, memory: 3025, loss_cls: 2.5974, loss: 2.5974, grad_norm: 2.7797 2020-10-15 03:24:21,952 - mmaction - INFO - Epoch [19][200/1743] lr: 1.000e-02, eta: 2 days, 3:07:40, time: 0.938, data_time: 0.004, memory: 3025, loss_cls: 2.5671, loss: 2.5671, grad_norm: 2.7951 2020-10-15 03:24:41,384 - mmaction - INFO - Epoch [19][220/1743] lr: 1.000e-02, eta: 2 days, 3:06:45, time: 0.973, data_time: 0.006, memory: 3025, loss_cls: 2.5639, loss: 2.5639, grad_norm: 2.7769 2020-10-15 03:24:59,706 - mmaction - INFO - Epoch [19][240/1743] lr: 1.000e-02, eta: 2 days, 3:05:46, time: 0.916, data_time: 0.005, memory: 3025, loss_cls: 2.6078, loss: 2.6078, grad_norm: 2.8301 2020-10-15 03:25:18,281 - mmaction - INFO - Epoch [19][260/1743] lr: 1.000e-02, eta: 2 days, 3:04:47, time: 0.926, data_time: 0.005, memory: 3025, loss_cls: 2.5837, loss: 2.5837, grad_norm: 2.7789 2020-10-15 03:25:36,644 - mmaction - INFO - Epoch [19][280/1743] lr: 1.000e-02, eta: 2 days, 3:03:48, time: 0.920, data_time: 0.007, memory: 3025, loss_cls: 2.6040, loss: 2.6040, grad_norm: 2.8239 2020-10-15 03:25:55,357 - mmaction - INFO - Epoch [19][300/1743] lr: 1.000e-02, eta: 2 days, 3:02:50, time: 0.929, data_time: 0.005, memory: 3025, loss_cls: 2.5941, loss: 2.5941, grad_norm: 2.8096 2020-10-15 03:26:13,863 - mmaction - INFO - Epoch [19][320/1743] lr: 1.000e-02, eta: 2 days, 3:01:52, time: 0.930, data_time: 0.013, memory: 3025, loss_cls: 2.6046, loss: 2.6046, grad_norm: 2.8456 2020-10-15 03:26:32,542 - mmaction - INFO - Epoch [19][340/1743] lr: 1.000e-02, eta: 2 days, 3:00:54, time: 0.934, data_time: 0.008, memory: 3025, loss_cls: 2.6121, loss: 2.6121, grad_norm: 2.7482 2020-10-15 03:26:50,619 - mmaction - INFO - Epoch [19][360/1743] lr: 1.000e-02, eta: 2 days, 2:59:55, time: 0.909, data_time: 0.010, memory: 3025, loss_cls: 2.6498, loss: 2.6498, grad_norm: 2.8308 2020-10-15 03:27:09,388 - mmaction - INFO - Epoch [19][380/1743] lr: 1.000e-02, eta: 2 days, 2:58:57, time: 0.935, data_time: 0.001, memory: 3025, loss_cls: 2.5821, loss: 2.5821, grad_norm: 2.7830 2020-10-15 03:27:27,204 - mmaction - INFO - Epoch [19][400/1743] lr: 1.000e-02, eta: 2 days, 2:57:56, time: 0.893, data_time: 0.009, memory: 3025, loss_cls: 2.6066, loss: 2.6066, grad_norm: 2.8507 2020-10-15 03:27:46,301 - mmaction - INFO - Epoch [19][420/1743] lr: 1.000e-02, eta: 2 days, 2:57:00, time: 0.953, data_time: 0.003, memory: 3025, loss_cls: 2.6578, loss: 2.6578, grad_norm: 2.8473 2020-10-15 03:28:04,359 - mmaction - INFO - Epoch [19][440/1743] lr: 1.000e-02, eta: 2 days, 2:56:00, time: 0.901, data_time: 0.005, memory: 3025, loss_cls: 2.5952, loss: 2.5952, grad_norm: 2.8154 2020-10-15 03:28:22,560 - mmaction - INFO - Epoch [19][460/1743] lr: 1.000e-02, eta: 2 days, 2:55:01, time: 0.914, data_time: 0.008, memory: 3025, loss_cls: 2.6393, loss: 2.6393, grad_norm: 2.8774 2020-10-15 03:28:41,083 - mmaction - INFO - Epoch [19][480/1743] lr: 1.000e-02, eta: 2 days, 2:54:03, time: 0.922, data_time: 0.003, memory: 3025, loss_cls: 2.6389, loss: 2.6389, grad_norm: 2.8235 2020-10-15 03:28:58,824 - mmaction - INFO - Epoch [19][500/1743] lr: 1.000e-02, eta: 2 days, 2:53:02, time: 0.891, data_time: 0.007, memory: 3025, loss_cls: 2.6348, loss: 2.6348, grad_norm: 2.8258 2020-10-15 03:29:17,073 - mmaction - INFO - Epoch [19][520/1743] lr: 1.000e-02, eta: 2 days, 2:52:03, time: 0.913, data_time: 0.005, memory: 3025, loss_cls: 2.5784, loss: 2.5784, grad_norm: 2.7809 2020-10-15 03:29:34,419 - mmaction - INFO - Epoch [19][540/1743] lr: 1.000e-02, eta: 2 days, 2:50:59, time: 0.864, data_time: 0.021, memory: 3025, loss_cls: 2.5748, loss: 2.5748, grad_norm: 2.8137 2020-10-15 03:29:52,488 - mmaction - INFO - Epoch [19][560/1743] lr: 1.000e-02, eta: 2 days, 2:50:00, time: 0.906, data_time: 0.133, memory: 3025, loss_cls: 2.5676, loss: 2.5676, grad_norm: 2.7362 2020-10-15 03:30:11,423 - mmaction - INFO - Epoch [19][580/1743] lr: 1.000e-02, eta: 2 days, 2:49:03, time: 0.942, data_time: 0.349, memory: 3025, loss_cls: 2.5772, loss: 2.5772, grad_norm: 2.7764 2020-10-15 03:30:28,774 - mmaction - INFO - Epoch [19][600/1743] lr: 1.000e-02, eta: 2 days, 2:48:01, time: 0.872, data_time: 0.466, memory: 3025, loss_cls: 2.6100, loss: 2.6100, grad_norm: 2.8176 2020-10-15 03:30:48,074 - mmaction - INFO - Epoch [19][620/1743] lr: 1.000e-02, eta: 2 days, 2:47:06, time: 0.963, data_time: 0.504, memory: 3025, loss_cls: 2.6210, loss: 2.6210, grad_norm: 2.8367 2020-10-15 03:31:05,892 - mmaction - INFO - Epoch [19][640/1743] lr: 1.000e-02, eta: 2 days, 2:46:06, time: 0.892, data_time: 0.437, memory: 3025, loss_cls: 2.5939, loss: 2.5939, grad_norm: 2.8222 2020-10-15 03:31:23,448 - mmaction - INFO - Epoch [19][660/1743] lr: 1.000e-02, eta: 2 days, 2:45:04, time: 0.880, data_time: 0.450, memory: 3025, loss_cls: 2.6006, loss: 2.6006, grad_norm: 2.7748 2020-10-15 03:31:41,445 - mmaction - INFO - Epoch [19][680/1743] lr: 1.000e-02, eta: 2 days, 2:44:04, time: 0.899, data_time: 0.445, memory: 3025, loss_cls: 2.6087, loss: 2.6087, grad_norm: 2.8190 2020-10-15 03:31:59,532 - mmaction - INFO - Epoch [19][700/1743] lr: 1.000e-02, eta: 2 days, 2:43:04, time: 0.897, data_time: 0.451, memory: 3025, loss_cls: 2.6016, loss: 2.6016, grad_norm: 2.7999 2020-10-15 03:32:16,896 - mmaction - INFO - Epoch [19][720/1743] lr: 1.000e-02, eta: 2 days, 2:42:02, time: 0.874, data_time: 0.456, memory: 3025, loss_cls: 2.6011, loss: 2.6011, grad_norm: 2.8842 2020-10-15 03:32:35,836 - mmaction - INFO - Epoch [19][740/1743] lr: 1.000e-02, eta: 2 days, 2:41:07, time: 0.946, data_time: 0.488, memory: 3025, loss_cls: 2.5658, loss: 2.5658, grad_norm: 2.7934 2020-10-15 03:32:53,435 - mmaction - INFO - Epoch [19][760/1743] lr: 1.000e-02, eta: 2 days, 2:40:06, time: 0.883, data_time: 0.419, memory: 3025, loss_cls: 2.6149, loss: 2.6149, grad_norm: 2.8001 2020-10-15 03:33:11,207 - mmaction - INFO - Epoch [19][780/1743] lr: 1.000e-02, eta: 2 days, 2:39:05, time: 0.889, data_time: 0.470, memory: 3025, loss_cls: 2.6004, loss: 2.6004, grad_norm: 2.8238 2020-10-15 03:33:28,994 - mmaction - INFO - Epoch [19][800/1743] lr: 1.000e-02, eta: 2 days, 2:38:04, time: 0.885, data_time: 0.450, memory: 3025, loss_cls: 2.5689, loss: 2.5689, grad_norm: 2.7959 2020-10-15 03:33:48,149 - mmaction - INFO - Epoch [19][820/1743] lr: 1.000e-02, eta: 2 days, 2:37:10, time: 0.959, data_time: 0.510, memory: 3025, loss_cls: 2.6034, loss: 2.6034, grad_norm: 2.8276 2020-10-15 03:34:04,924 - mmaction - INFO - Epoch [19][840/1743] lr: 1.000e-02, eta: 2 days, 2:36:05, time: 0.839, data_time: 0.374, memory: 3025, loss_cls: 2.6283, loss: 2.6283, grad_norm: 2.8155 2020-10-15 03:34:22,949 - mmaction - INFO - Epoch [19][860/1743] lr: 1.000e-02, eta: 2 days, 2:35:06, time: 0.901, data_time: 0.114, memory: 3025, loss_cls: 2.6179, loss: 2.6179, grad_norm: 2.8030 2020-10-15 03:34:41,722 - mmaction - INFO - Epoch [19][880/1743] lr: 1.000e-02, eta: 2 days, 2:34:10, time: 0.939, data_time: 0.198, memory: 3025, loss_cls: 2.6016, loss: 2.6016, grad_norm: 2.8266 2020-10-15 03:35:00,491 - mmaction - INFO - Epoch [19][900/1743] lr: 1.000e-02, eta: 2 days, 2:33:14, time: 0.937, data_time: 0.160, memory: 3025, loss_cls: 2.5792, loss: 2.5792, grad_norm: 2.7802 2020-10-15 03:35:19,096 - mmaction - INFO - Epoch [19][920/1743] lr: 1.000e-02, eta: 2 days, 2:32:18, time: 0.929, data_time: 0.004, memory: 3025, loss_cls: 2.6030, loss: 2.6030, grad_norm: 2.8415 2020-10-15 03:35:38,811 - mmaction - INFO - Epoch [19][940/1743] lr: 1.000e-02, eta: 2 days, 2:31:26, time: 0.989, data_time: 0.006, memory: 3025, loss_cls: 2.5857, loss: 2.5857, grad_norm: 2.7418 2020-10-15 03:35:56,697 - mmaction - INFO - Epoch [19][960/1743] lr: 1.000e-02, eta: 2 days, 2:30:27, time: 0.894, data_time: 0.004, memory: 3025, loss_cls: 2.5988, loss: 2.5988, grad_norm: 2.8156 2020-10-15 03:36:15,407 - mmaction - INFO - Epoch [19][980/1743] lr: 1.000e-02, eta: 2 days, 2:29:31, time: 0.936, data_time: 0.002, memory: 3025, loss_cls: 2.5914, loss: 2.5914, grad_norm: 2.8550 2020-10-15 03:36:32,920 - mmaction - INFO - Epoch [19][1000/1743] lr: 1.000e-02, eta: 2 days, 2:28:30, time: 0.876, data_time: 0.002, memory: 3025, loss_cls: 2.5736, loss: 2.5736, grad_norm: 2.8186 2020-10-15 03:36:51,466 - mmaction - INFO - Epoch [19][1020/1743] lr: 1.000e-02, eta: 2 days, 2:27:33, time: 0.925, data_time: 0.045, memory: 3025, loss_cls: 2.5739, loss: 2.5739, grad_norm: 2.8044 2020-10-15 03:37:09,537 - mmaction - INFO - Epoch [19][1040/1743] lr: 1.000e-02, eta: 2 days, 2:26:35, time: 0.906, data_time: 0.005, memory: 3025, loss_cls: 2.6097, loss: 2.6097, grad_norm: 2.7992 2020-10-15 03:37:27,516 - mmaction - INFO - Epoch [19][1060/1743] lr: 1.000e-02, eta: 2 days, 2:25:36, time: 0.896, data_time: 0.002, memory: 3025, loss_cls: 2.5927, loss: 2.5927, grad_norm: 2.7787 2020-10-15 03:37:46,042 - mmaction - INFO - Epoch [19][1080/1743] lr: 1.000e-02, eta: 2 days, 2:24:39, time: 0.925, data_time: 0.007, memory: 3025, loss_cls: 2.6033, loss: 2.6033, grad_norm: 2.8055 2020-10-15 03:38:04,486 - mmaction - INFO - Epoch [19][1100/1743] lr: 1.000e-02, eta: 2 days, 2:23:43, time: 0.926, data_time: 0.149, memory: 3025, loss_cls: 2.5783, loss: 2.5783, grad_norm: 2.8429 2020-10-15 03:38:22,913 - mmaction - INFO - Epoch [19][1120/1743] lr: 1.000e-02, eta: 2 days, 2:22:45, time: 0.918, data_time: 0.468, memory: 3025, loss_cls: 2.6137, loss: 2.6137, grad_norm: 2.8515 2020-10-15 03:38:40,926 - mmaction - INFO - Epoch [19][1140/1743] lr: 1.000e-02, eta: 2 days, 2:21:47, time: 0.904, data_time: 0.454, memory: 3025, loss_cls: 2.6321, loss: 2.6321, grad_norm: 2.8514 2020-10-15 03:38:58,974 - mmaction - INFO - Epoch [19][1160/1743] lr: 1.000e-02, eta: 2 days, 2:20:49, time: 0.900, data_time: 0.233, memory: 3025, loss_cls: 2.5860, loss: 2.5860, grad_norm: 2.8404 2020-10-15 03:39:16,518 - mmaction - INFO - Epoch [19][1180/1743] lr: 1.000e-02, eta: 2 days, 2:19:48, time: 0.879, data_time: 0.040, memory: 3025, loss_cls: 2.5661, loss: 2.5661, grad_norm: 2.8140 2020-10-15 03:39:34,459 - mmaction - INFO - Epoch [19][1200/1743] lr: 1.000e-02, eta: 2 days, 2:18:49, time: 0.895, data_time: 0.263, memory: 3025, loss_cls: 2.5668, loss: 2.5668, grad_norm: 2.7704 2020-10-15 03:39:52,470 - mmaction - INFO - Epoch [19][1220/1743] lr: 1.000e-02, eta: 2 days, 2:17:51, time: 0.904, data_time: 0.179, memory: 3025, loss_cls: 2.6090, loss: 2.6090, grad_norm: 2.8392 2020-10-15 03:40:11,418 - mmaction - INFO - Epoch [19][1240/1743] lr: 1.000e-02, eta: 2 days, 2:16:57, time: 0.944, data_time: 0.030, memory: 3025, loss_cls: 2.5987, loss: 2.5987, grad_norm: 2.7742 2020-10-15 03:40:30,752 - mmaction - INFO - Epoch [19][1260/1743] lr: 1.000e-02, eta: 2 days, 2:16:04, time: 0.964, data_time: 0.006, memory: 3025, loss_cls: 2.5715, loss: 2.5715, grad_norm: 2.7677 2020-10-15 03:40:49,461 - mmaction - INFO - Epoch [19][1280/1743] lr: 1.000e-02, eta: 2 days, 2:15:09, time: 0.936, data_time: 0.097, memory: 3025, loss_cls: 2.6111, loss: 2.6111, grad_norm: 2.8409 2020-10-15 03:41:07,489 - mmaction - INFO - Epoch [19][1300/1743] lr: 1.000e-02, eta: 2 days, 2:14:11, time: 0.903, data_time: 0.007, memory: 3025, loss_cls: 2.5819, loss: 2.5819, grad_norm: 2.7783 2020-10-15 03:41:25,848 - mmaction - INFO - Epoch [19][1320/1743] lr: 1.000e-02, eta: 2 days, 2:13:14, time: 0.920, data_time: 0.009, memory: 3025, loss_cls: 2.6233, loss: 2.6233, grad_norm: 2.8027 2020-10-15 03:41:44,027 - mmaction - INFO - Epoch [19][1340/1743] lr: 1.000e-02, eta: 2 days, 2:12:16, time: 0.900, data_time: 0.013, memory: 3025, loss_cls: 2.5653, loss: 2.5653, grad_norm: 2.7816 2020-10-15 03:42:02,362 - mmaction - INFO - Epoch [19][1360/1743] lr: 1.000e-02, eta: 2 days, 2:11:20, time: 0.927, data_time: 0.138, memory: 3025, loss_cls: 2.6163, loss: 2.6163, grad_norm: 2.8681 2020-10-15 03:42:21,085 - mmaction - INFO - Epoch [19][1380/1743] lr: 1.000e-02, eta: 2 days, 2:10:25, time: 0.935, data_time: 0.130, memory: 3025, loss_cls: 2.6067, loss: 2.6067, grad_norm: 2.8003 2020-10-15 03:42:39,605 - mmaction - INFO - Epoch [19][1400/1743] lr: 1.000e-02, eta: 2 days, 2:09:29, time: 0.925, data_time: 0.073, memory: 3025, loss_cls: 2.5901, loss: 2.5901, grad_norm: 2.7648 2020-10-15 03:42:58,248 - mmaction - INFO - Epoch [19][1420/1743] lr: 1.000e-02, eta: 2 days, 2:08:34, time: 0.929, data_time: 0.306, memory: 3025, loss_cls: 2.5881, loss: 2.5881, grad_norm: 2.8546 2020-10-15 03:43:15,992 - mmaction - INFO - Epoch [19][1440/1743] lr: 1.000e-02, eta: 2 days, 2:07:35, time: 0.892, data_time: 0.413, memory: 3025, loss_cls: 2.5868, loss: 2.5868, grad_norm: 2.8061 2020-10-15 03:43:34,268 - mmaction - INFO - Epoch [19][1460/1743] lr: 1.000e-02, eta: 2 days, 2:06:39, time: 0.912, data_time: 0.228, memory: 3025, loss_cls: 2.6042, loss: 2.6042, grad_norm: 2.8183 2020-10-15 03:43:52,730 - mmaction - INFO - Epoch [19][1480/1743] lr: 1.000e-02, eta: 2 days, 2:05:43, time: 0.922, data_time: 0.255, memory: 3025, loss_cls: 2.5973, loss: 2.5973, grad_norm: 2.8261 2020-10-15 03:44:12,013 - mmaction - INFO - Epoch [19][1500/1743] lr: 1.000e-02, eta: 2 days, 2:04:51, time: 0.966, data_time: 0.279, memory: 3025, loss_cls: 2.5979, loss: 2.5979, grad_norm: 2.8436 2020-10-15 03:44:29,998 - mmaction - INFO - Epoch [19][1520/1743] lr: 1.000e-02, eta: 2 days, 2:03:53, time: 0.899, data_time: 0.458, memory: 3025, loss_cls: 2.5640, loss: 2.5640, grad_norm: 2.8265 2020-10-15 03:44:46,933 - mmaction - INFO - Epoch [19][1540/1743] lr: 1.000e-02, eta: 2 days, 2:02:51, time: 0.847, data_time: 0.403, memory: 3025, loss_cls: 2.6523, loss: 2.6523, grad_norm: 2.8254 2020-10-15 03:45:05,261 - mmaction - INFO - Epoch [19][1560/1743] lr: 1.000e-02, eta: 2 days, 2:01:54, time: 0.914, data_time: 0.273, memory: 3025, loss_cls: 2.5976, loss: 2.5976, grad_norm: 2.7896 2020-10-15 03:45:23,571 - mmaction - INFO - Epoch [19][1580/1743] lr: 1.000e-02, eta: 2 days, 2:00:58, time: 0.915, data_time: 0.182, memory: 3025, loss_cls: 2.5719, loss: 2.5719, grad_norm: 2.7870 2020-10-15 03:45:41,722 - mmaction - INFO - Epoch [19][1600/1743] lr: 1.000e-02, eta: 2 days, 2:00:01, time: 0.911, data_time: 0.294, memory: 3025, loss_cls: 2.5537, loss: 2.5537, grad_norm: 2.8048 2020-10-15 03:45:59,985 - mmaction - INFO - Epoch [19][1620/1743] lr: 1.000e-02, eta: 2 days, 1:59:05, time: 0.909, data_time: 0.342, memory: 3025, loss_cls: 2.6143, loss: 2.6143, grad_norm: 2.8660 2020-10-15 03:46:18,309 - mmaction - INFO - Epoch [19][1640/1743] lr: 1.000e-02, eta: 2 days, 1:58:09, time: 0.921, data_time: 0.320, memory: 3025, loss_cls: 2.6111, loss: 2.6111, grad_norm: 2.8411 2020-10-15 03:46:37,056 - mmaction - INFO - Epoch [19][1660/1743] lr: 1.000e-02, eta: 2 days, 1:57:14, time: 0.933, data_time: 0.434, memory: 3025, loss_cls: 2.5716, loss: 2.5716, grad_norm: 2.7909 2020-10-15 03:46:56,456 - mmaction - INFO - Epoch [19][1680/1743] lr: 1.000e-02, eta: 2 days, 1:56:23, time: 0.975, data_time: 0.230, memory: 3025, loss_cls: 2.6106, loss: 2.6106, grad_norm: 2.8039 2020-10-15 03:47:13,174 - mmaction - INFO - Epoch [19][1700/1743] lr: 1.000e-02, eta: 2 days, 1:55:21, time: 0.834, data_time: 0.002, memory: 3025, loss_cls: 2.5852, loss: 2.5852, grad_norm: 2.7435 2020-10-15 03:47:32,293 - mmaction - INFO - Epoch [19][1720/1743] lr: 1.000e-02, eta: 2 days, 1:54:28, time: 0.954, data_time: 0.037, memory: 3025, loss_cls: 2.6042, loss: 2.6042, grad_norm: 2.8117 2020-10-15 03:47:51,051 - mmaction - INFO - Epoch [19][1740/1743] lr: 1.000e-02, eta: 2 days, 1:53:34, time: 0.938, data_time: 0.008, memory: 3025, loss_cls: 2.5861, loss: 2.5861, grad_norm: 2.7972 2020-10-15 03:48:25,133 - mmaction - INFO - Epoch [20][20/1743] lr: 1.000e-02, eta: 2 days, 1:53:09, time: 1.510, data_time: 0.893, memory: 3025, loss_cls: 2.5849, loss: 2.5849, grad_norm: 2.8280 2020-10-15 03:48:44,576 - mmaction - INFO - Epoch [20][40/1743] lr: 1.000e-02, eta: 2 days, 1:52:18, time: 0.975, data_time: 0.145, memory: 3025, loss_cls: 2.5823, loss: 2.5823, grad_norm: 2.7841 2020-10-15 03:49:03,622 - mmaction - INFO - Epoch [20][60/1743] lr: 1.000e-02, eta: 2 days, 1:51:25, time: 0.951, data_time: 0.008, memory: 3025, loss_cls: 2.5651, loss: 2.5651, grad_norm: 2.7881 2020-10-15 03:49:22,728 - mmaction - INFO - Epoch [20][80/1743] lr: 1.000e-02, eta: 2 days, 1:50:33, time: 0.951, data_time: 0.003, memory: 3025, loss_cls: 2.5329, loss: 2.5329, grad_norm: 2.7244 2020-10-15 03:49:41,645 - mmaction - INFO - Epoch [20][100/1743] lr: 1.000e-02, eta: 2 days, 1:49:40, time: 0.948, data_time: 0.006, memory: 3025, loss_cls: 2.5878, loss: 2.5878, grad_norm: 2.8808 2020-10-15 03:50:00,128 - mmaction - INFO - Epoch [20][120/1743] lr: 1.000e-02, eta: 2 days, 1:48:45, time: 0.925, data_time: 0.005, memory: 3025, loss_cls: 2.5976, loss: 2.5976, grad_norm: 2.8182 2020-10-15 03:50:18,522 - mmaction - INFO - Epoch [20][140/1743] lr: 1.000e-02, eta: 2 days, 1:47:49, time: 0.917, data_time: 0.014, memory: 3025, loss_cls: 2.5544, loss: 2.5544, grad_norm: 2.7922 2020-10-15 03:50:37,115 - mmaction - INFO - Epoch [20][160/1743] lr: 1.000e-02, eta: 2 days, 1:46:55, time: 0.932, data_time: 0.006, memory: 3025, loss_cls: 2.5632, loss: 2.5632, grad_norm: 2.7919 2020-10-15 03:50:54,731 - mmaction - INFO - Epoch [20][180/1743] lr: 1.000e-02, eta: 2 days, 1:45:56, time: 0.874, data_time: 0.004, memory: 3025, loss_cls: 2.5925, loss: 2.5925, grad_norm: 2.8132 2020-10-15 03:51:11,744 - mmaction - INFO - Epoch [20][200/1743] lr: 1.000e-02, eta: 2 days, 1:44:56, time: 0.857, data_time: 0.010, memory: 3025, loss_cls: 2.5497, loss: 2.5497, grad_norm: 2.7901 2020-10-15 03:51:29,869 - mmaction - INFO - Epoch [20][220/1743] lr: 1.000e-02, eta: 2 days, 1:44:00, time: 0.907, data_time: 0.005, memory: 3025, loss_cls: 2.5656, loss: 2.5656, grad_norm: 2.7738 2020-10-15 03:51:48,073 - mmaction - INFO - Epoch [20][240/1743] lr: 1.000e-02, eta: 2 days, 1:43:04, time: 0.908, data_time: 0.003, memory: 3025, loss_cls: 2.5511, loss: 2.5511, grad_norm: 2.8014 2020-10-15 03:52:06,622 - mmaction - INFO - Epoch [20][260/1743] lr: 1.000e-02, eta: 2 days, 1:42:09, time: 0.928, data_time: 0.004, memory: 3025, loss_cls: 2.5341, loss: 2.5341, grad_norm: 2.7942 2020-10-15 03:52:24,818 - mmaction - INFO - Epoch [20][280/1743] lr: 1.000e-02, eta: 2 days, 1:41:13, time: 0.909, data_time: 0.004, memory: 3025, loss_cls: 2.5824, loss: 2.5824, grad_norm: 2.8603 2020-10-15 03:52:42,657 - mmaction - INFO - Epoch [20][300/1743] lr: 1.000e-02, eta: 2 days, 1:40:16, time: 0.892, data_time: 0.006, memory: 3025, loss_cls: 2.5491, loss: 2.5491, grad_norm: 2.7972 2020-10-15 03:53:01,927 - mmaction - INFO - Epoch [20][320/1743] lr: 1.000e-02, eta: 2 days, 1:39:25, time: 0.966, data_time: 0.005, memory: 3025, loss_cls: 2.5566, loss: 2.5566, grad_norm: 2.8112 2020-10-15 03:53:19,753 - mmaction - INFO - Epoch [20][340/1743] lr: 1.000e-02, eta: 2 days, 1:38:28, time: 0.892, data_time: 0.004, memory: 3025, loss_cls: 2.6020, loss: 2.6020, grad_norm: 2.8405 2020-10-15 03:53:38,503 - mmaction - INFO - Epoch [20][360/1743] lr: 1.000e-02, eta: 2 days, 1:37:35, time: 0.936, data_time: 0.001, memory: 3025, loss_cls: 2.5971, loss: 2.5971, grad_norm: 2.8075 2020-10-15 03:53:55,692 - mmaction - INFO - Epoch [20][380/1743] lr: 1.000e-02, eta: 2 days, 1:36:35, time: 0.861, data_time: 0.060, memory: 3025, loss_cls: 2.5728, loss: 2.5728, grad_norm: 2.8151 2020-10-15 03:54:12,947 - mmaction - INFO - Epoch [20][400/1743] lr: 1.000e-02, eta: 2 days, 1:35:36, time: 0.861, data_time: 0.369, memory: 3025, loss_cls: 2.5937, loss: 2.5937, grad_norm: 2.8018 2020-10-15 03:54:30,940 - mmaction - INFO - Epoch [20][420/1743] lr: 1.000e-02, eta: 2 days, 1:34:39, time: 0.900, data_time: 0.421, memory: 3025, loss_cls: 2.6196, loss: 2.6196, grad_norm: 2.8336 2020-10-15 03:54:49,350 - mmaction - INFO - Epoch [20][440/1743] lr: 1.000e-02, eta: 2 days, 1:33:45, time: 0.919, data_time: 0.413, memory: 3025, loss_cls: 2.5948, loss: 2.5948, grad_norm: 2.8146 2020-10-15 03:55:07,548 - mmaction - INFO - Epoch [20][460/1743] lr: 1.000e-02, eta: 2 days, 1:32:49, time: 0.906, data_time: 0.250, memory: 3025, loss_cls: 2.5701, loss: 2.5701, grad_norm: 2.8727 2020-10-15 03:55:25,348 - mmaction - INFO - Epoch [20][480/1743] lr: 1.000e-02, eta: 2 days, 1:31:52, time: 0.896, data_time: 0.121, memory: 3025, loss_cls: 2.5729, loss: 2.5729, grad_norm: 2.8137 2020-10-15 03:55:43,765 - mmaction - INFO - Epoch [20][500/1743] lr: 1.000e-02, eta: 2 days, 1:30:58, time: 0.919, data_time: 0.169, memory: 3025, loss_cls: 2.5875, loss: 2.5875, grad_norm: 2.8160 2020-10-15 03:56:01,293 - mmaction - INFO - Epoch [20][520/1743] lr: 1.000e-02, eta: 2 days, 1:30:00, time: 0.879, data_time: 0.032, memory: 3025, loss_cls: 2.5776, loss: 2.5776, grad_norm: 2.8085 2020-10-15 03:56:19,399 - mmaction - INFO - Epoch [20][540/1743] lr: 1.000e-02, eta: 2 days, 1:29:04, time: 0.903, data_time: 0.179, memory: 3025, loss_cls: 2.5488, loss: 2.5488, grad_norm: 2.8045 2020-10-15 03:56:37,579 - mmaction - INFO - Epoch [20][560/1743] lr: 1.000e-02, eta: 2 days, 1:28:09, time: 0.911, data_time: 0.013, memory: 3025, loss_cls: 2.5825, loss: 2.5825, grad_norm: 2.8702 2020-10-15 03:56:56,673 - mmaction - INFO - Epoch [20][580/1743] lr: 1.000e-02, eta: 2 days, 1:27:18, time: 0.948, data_time: 0.002, memory: 3025, loss_cls: 2.5802, loss: 2.5802, grad_norm: 2.8000 2020-10-15 03:57:15,077 - mmaction - INFO - Epoch [20][600/1743] lr: 1.000e-02, eta: 2 days, 1:26:24, time: 0.925, data_time: 0.010, memory: 3025, loss_cls: 2.6109, loss: 2.6109, grad_norm: 2.8800 2020-10-15 03:57:33,209 - mmaction - INFO - Epoch [20][620/1743] lr: 1.000e-02, eta: 2 days, 1:25:28, time: 0.906, data_time: 0.004, memory: 3025, loss_cls: 2.6209, loss: 2.6209, grad_norm: 2.8477 2020-10-15 03:57:51,800 - mmaction - INFO - Epoch [20][640/1743] lr: 1.000e-02, eta: 2 days, 1:24:35, time: 0.929, data_time: 0.004, memory: 3025, loss_cls: 2.6135, loss: 2.6135, grad_norm: 2.8335 2020-10-15 03:58:10,142 - mmaction - INFO - Epoch [20][660/1743] lr: 1.000e-02, eta: 2 days, 1:23:40, time: 0.913, data_time: 0.005, memory: 3025, loss_cls: 2.6101, loss: 2.6101, grad_norm: 2.8251 2020-10-15 03:58:29,059 - mmaction - INFO - Epoch [20][680/1743] lr: 1.000e-02, eta: 2 days, 1:22:49, time: 0.947, data_time: 0.011, memory: 3025, loss_cls: 2.5653, loss: 2.5653, grad_norm: 2.8573 2020-10-15 03:58:47,314 - mmaction - INFO - Epoch [20][700/1743] lr: 1.000e-02, eta: 2 days, 1:21:54, time: 0.915, data_time: 0.007, memory: 3025, loss_cls: 2.5897, loss: 2.5897, grad_norm: 2.8163 2020-10-15 03:59:04,926 - mmaction - INFO - Epoch [20][720/1743] lr: 1.000e-02, eta: 2 days, 1:20:57, time: 0.878, data_time: 0.006, memory: 3025, loss_cls: 2.5796, loss: 2.5796, grad_norm: 2.8419 2020-10-15 03:59:22,890 - mmaction - INFO - Epoch [20][740/1743] lr: 1.000e-02, eta: 2 days, 1:20:02, time: 0.905, data_time: 0.010, memory: 3025, loss_cls: 2.6163, loss: 2.6163, grad_norm: 2.8480 2020-10-15 03:59:41,603 - mmaction - INFO - Epoch [20][760/1743] lr: 1.000e-02, eta: 2 days, 1:19:09, time: 0.935, data_time: 0.002, memory: 3025, loss_cls: 2.6013, loss: 2.6013, grad_norm: 2.7855 2020-10-15 03:59:59,003 - mmaction - INFO - Epoch [20][780/1743] lr: 1.000e-02, eta: 2 days, 1:18:11, time: 0.865, data_time: 0.004, memory: 3025, loss_cls: 2.5504, loss: 2.5504, grad_norm: 2.8232 2020-10-15 04:00:18,314 - mmaction - INFO - Epoch [20][800/1743] lr: 1.000e-02, eta: 2 days, 1:17:21, time: 0.967, data_time: 0.008, memory: 3025, loss_cls: 2.5512, loss: 2.5512, grad_norm: 2.7566 2020-10-15 04:00:35,596 - mmaction - INFO - Epoch [20][820/1743] lr: 1.000e-02, eta: 2 days, 1:16:23, time: 0.868, data_time: 0.006, memory: 3025, loss_cls: 2.5392, loss: 2.5392, grad_norm: 2.7977 2020-10-15 04:00:53,894 - mmaction - INFO - Epoch [20][840/1743] lr: 1.000e-02, eta: 2 days, 1:15:29, time: 0.915, data_time: 0.001, memory: 3025, loss_cls: 2.5629, loss: 2.5629, grad_norm: 2.8287 2020-10-15 04:01:11,307 - mmaction - INFO - Epoch [20][860/1743] lr: 1.000e-02, eta: 2 days, 1:14:31, time: 0.871, data_time: 0.002, memory: 3025, loss_cls: 2.5941, loss: 2.5941, grad_norm: 2.8265 2020-10-15 04:01:29,465 - mmaction - INFO - Epoch [20][880/1743] lr: 1.000e-02, eta: 2 days, 1:13:36, time: 0.908, data_time: 0.004, memory: 3025, loss_cls: 2.5536, loss: 2.5536, grad_norm: 2.7883 2020-10-15 04:01:47,459 - mmaction - INFO - Epoch [20][900/1743] lr: 1.000e-02, eta: 2 days, 1:12:41, time: 0.897, data_time: 0.002, memory: 3025, loss_cls: 2.5827, loss: 2.5827, grad_norm: 2.8215 2020-10-15 04:02:05,355 - mmaction - INFO - Epoch [20][920/1743] lr: 1.000e-02, eta: 2 days, 1:11:45, time: 0.897, data_time: 0.006, memory: 3025, loss_cls: 2.6053, loss: 2.6053, grad_norm: 2.8274 2020-10-15 04:02:23,188 - mmaction - INFO - Epoch [20][940/1743] lr: 1.000e-02, eta: 2 days, 1:10:49, time: 0.889, data_time: 0.003, memory: 3025, loss_cls: 2.5962, loss: 2.5962, grad_norm: 2.8434 2020-10-15 04:02:42,437 - mmaction - INFO - Epoch [20][960/1743] lr: 1.000e-02, eta: 2 days, 1:10:00, time: 0.966, data_time: 0.005, memory: 3025, loss_cls: 2.6029, loss: 2.6029, grad_norm: 2.8233 2020-10-15 04:03:01,108 - mmaction - INFO - Epoch [20][980/1743] lr: 1.000e-02, eta: 2 days, 1:09:07, time: 0.933, data_time: 0.002, memory: 3025, loss_cls: 2.5764, loss: 2.5764, grad_norm: 2.8104 2020-10-15 04:03:19,477 - mmaction - INFO - Epoch [20][1000/1743] lr: 1.000e-02, eta: 2 days, 1:08:14, time: 0.918, data_time: 0.004, memory: 3025, loss_cls: 2.5969, loss: 2.5969, grad_norm: 2.8865 2020-10-15 04:03:36,749 - mmaction - INFO - Epoch [20][1020/1743] lr: 1.000e-02, eta: 2 days, 1:07:16, time: 0.863, data_time: 0.004, memory: 3025, loss_cls: 2.5915, loss: 2.5915, grad_norm: 2.8241 2020-10-15 04:03:55,759 - mmaction - INFO - Epoch [20][1040/1743] lr: 1.000e-02, eta: 2 days, 1:06:25, time: 0.949, data_time: 0.004, memory: 3025, loss_cls: 2.5693, loss: 2.5693, grad_norm: 2.8201 2020-10-15 04:04:13,197 - mmaction - INFO - Epoch [20][1060/1743] lr: 1.000e-02, eta: 2 days, 1:05:28, time: 0.873, data_time: 0.005, memory: 3025, loss_cls: 2.5877, loss: 2.5877, grad_norm: 2.8195 2020-10-15 04:04:31,088 - mmaction - INFO - Epoch [20][1080/1743] lr: 1.000e-02, eta: 2 days, 1:04:33, time: 0.895, data_time: 0.106, memory: 3025, loss_cls: 2.5498, loss: 2.5498, grad_norm: 2.8160 2020-10-15 04:04:49,111 - mmaction - INFO - Epoch [20][1100/1743] lr: 1.000e-02, eta: 2 days, 1:03:38, time: 0.901, data_time: 0.392, memory: 3025, loss_cls: 2.5668, loss: 2.5668, grad_norm: 2.7734 2020-10-15 04:05:07,407 - mmaction - INFO - Epoch [20][1120/1743] lr: 1.000e-02, eta: 2 days, 1:02:44, time: 0.914, data_time: 0.238, memory: 3025, loss_cls: 2.6154, loss: 2.6154, grad_norm: 2.8240 2020-10-15 04:05:25,830 - mmaction - INFO - Epoch [20][1140/1743] lr: 1.000e-02, eta: 2 days, 1:01:52, time: 0.924, data_time: 0.265, memory: 3025, loss_cls: 2.6394, loss: 2.6394, grad_norm: 2.8685 2020-10-15 04:05:44,870 - mmaction - INFO - Epoch [20][1160/1743] lr: 1.000e-02, eta: 2 days, 1:01:01, time: 0.946, data_time: 0.398, memory: 3025, loss_cls: 2.5894, loss: 2.5894, grad_norm: 2.8578 2020-10-15 04:06:02,254 - mmaction - INFO - Epoch [20][1180/1743] lr: 1.000e-02, eta: 2 days, 1:00:04, time: 0.871, data_time: 0.354, memory: 3025, loss_cls: 2.5592, loss: 2.5592, grad_norm: 2.7945 2020-10-15 04:06:20,782 - mmaction - INFO - Epoch [20][1200/1743] lr: 1.000e-02, eta: 2 days, 0:59:12, time: 0.929, data_time: 0.293, memory: 3025, loss_cls: 2.5541, loss: 2.5541, grad_norm: 2.7955 2020-10-15 04:06:39,639 - mmaction - INFO - Epoch [20][1220/1743] lr: 1.000e-02, eta: 2 days, 0:58:20, time: 0.941, data_time: 0.206, memory: 3025, loss_cls: 2.5729, loss: 2.5729, grad_norm: 2.7697 2020-10-15 04:06:57,492 - mmaction - INFO - Epoch [20][1240/1743] lr: 1.000e-02, eta: 2 days, 0:57:25, time: 0.891, data_time: 0.268, memory: 3025, loss_cls: 2.5716, loss: 2.5716, grad_norm: 2.8789 2020-10-15 04:07:15,801 - mmaction - INFO - Epoch [20][1260/1743] lr: 1.000e-02, eta: 2 days, 0:56:32, time: 0.918, data_time: 0.189, memory: 3025, loss_cls: 2.5826, loss: 2.5826, grad_norm: 2.8277 2020-10-15 04:07:33,909 - mmaction - INFO - Epoch [20][1280/1743] lr: 1.000e-02, eta: 2 days, 0:55:38, time: 0.906, data_time: 0.135, memory: 3025, loss_cls: 2.5604, loss: 2.5604, grad_norm: 2.8095 2020-10-15 04:07:52,895 - mmaction - INFO - Epoch [20][1300/1743] lr: 1.000e-02, eta: 2 days, 0:54:48, time: 0.948, data_time: 0.086, memory: 3025, loss_cls: 2.5406, loss: 2.5406, grad_norm: 2.8088 2020-10-15 04:08:10,993 - mmaction - INFO - Epoch [20][1320/1743] lr: 1.000e-02, eta: 2 days, 0:53:54, time: 0.903, data_time: 0.013, memory: 3025, loss_cls: 2.5480, loss: 2.5480, grad_norm: 2.8136 2020-10-15 04:08:28,867 - mmaction - INFO - Epoch [20][1340/1743] lr: 1.000e-02, eta: 2 days, 0:52:59, time: 0.897, data_time: 0.141, memory: 3025, loss_cls: 2.5643, loss: 2.5643, grad_norm: 2.8213 2020-10-15 04:08:47,417 - mmaction - INFO - Epoch [20][1360/1743] lr: 1.000e-02, eta: 2 days, 0:52:07, time: 0.922, data_time: 0.225, memory: 3025, loss_cls: 2.5922, loss: 2.5922, grad_norm: 2.8184 2020-10-15 04:09:05,347 - mmaction - INFO - Epoch [20][1380/1743] lr: 1.000e-02, eta: 2 days, 0:51:12, time: 0.898, data_time: 0.092, memory: 3025, loss_cls: 2.5881, loss: 2.5881, grad_norm: 2.7837 2020-10-15 04:09:24,031 - mmaction - INFO - Epoch [20][1400/1743] lr: 1.000e-02, eta: 2 days, 0:50:21, time: 0.935, data_time: 0.039, memory: 3025, loss_cls: 2.5665, loss: 2.5665, grad_norm: 2.8266 2020-10-15 04:09:41,378 - mmaction - INFO - Epoch [20][1420/1743] lr: 1.000e-02, eta: 2 days, 0:49:24, time: 0.868, data_time: 0.011, memory: 3025, loss_cls: 2.5690, loss: 2.5690, grad_norm: 2.8275 2020-10-15 04:09:59,875 - mmaction - INFO - Epoch [20][1440/1743] lr: 1.000e-02, eta: 2 days, 0:48:32, time: 0.927, data_time: 0.007, memory: 3025, loss_cls: 2.5734, loss: 2.5734, grad_norm: 2.8133 2020-10-15 04:10:16,871 - mmaction - INFO - Epoch [20][1460/1743] lr: 1.000e-02, eta: 2 days, 0:47:34, time: 0.848, data_time: 0.005, memory: 3025, loss_cls: 2.5865, loss: 2.5865, grad_norm: 2.8292 2020-10-15 04:10:34,201 - mmaction - INFO - Epoch [20][1480/1743] lr: 1.000e-02, eta: 2 days, 0:46:38, time: 0.871, data_time: 0.006, memory: 3025, loss_cls: 2.5981, loss: 2.5981, grad_norm: 2.8957 2020-10-15 04:10:52,334 - mmaction - INFO - Epoch [20][1500/1743] lr: 1.000e-02, eta: 2 days, 0:45:44, time: 0.904, data_time: 0.001, memory: 3025, loss_cls: 2.5842, loss: 2.5842, grad_norm: 2.8835 2020-10-15 04:11:09,100 - mmaction - INFO - Epoch [20][1520/1743] lr: 1.000e-02, eta: 2 days, 0:44:45, time: 0.839, data_time: 0.066, memory: 3025, loss_cls: 2.5757, loss: 2.5757, grad_norm: 2.7857 2020-10-15 04:11:26,566 - mmaction - INFO - Epoch [20][1540/1743] lr: 1.000e-02, eta: 2 days, 0:43:49, time: 0.872, data_time: 0.026, memory: 3025, loss_cls: 2.5656, loss: 2.5656, grad_norm: 2.7684 2020-10-15 04:11:44,547 - mmaction - INFO - Epoch [20][1560/1743] lr: 1.000e-02, eta: 2 days, 0:42:55, time: 0.892, data_time: 0.050, memory: 3025, loss_cls: 2.5573, loss: 2.5573, grad_norm: 2.8586 2020-10-15 04:12:02,784 - mmaction - INFO - Epoch [20][1580/1743] lr: 1.000e-02, eta: 2 days, 0:42:02, time: 0.917, data_time: 0.253, memory: 3025, loss_cls: 2.6003, loss: 2.6003, grad_norm: 2.8262 2020-10-15 04:12:21,605 - mmaction - INFO - Epoch [20][1600/1743] lr: 1.000e-02, eta: 2 days, 0:41:12, time: 0.941, data_time: 0.434, memory: 3025, loss_cls: 2.5816, loss: 2.5816, grad_norm: 2.8037 2020-10-15 04:12:39,376 - mmaction - INFO - Epoch [20][1620/1743] lr: 1.000e-02, eta: 2 days, 0:40:18, time: 0.892, data_time: 0.427, memory: 3025, loss_cls: 2.6133, loss: 2.6133, grad_norm: 2.8622 2020-10-15 04:12:56,892 - mmaction - INFO - Epoch [20][1640/1743] lr: 1.000e-02, eta: 2 days, 0:39:22, time: 0.877, data_time: 0.421, memory: 3025, loss_cls: 2.5646, loss: 2.5646, grad_norm: 2.8327 2020-10-15 04:13:14,642 - mmaction - INFO - Epoch [20][1660/1743] lr: 1.000e-02, eta: 2 days, 0:38:27, time: 0.885, data_time: 0.398, memory: 3025, loss_cls: 2.5728, loss: 2.5728, grad_norm: 2.8049 2020-10-15 04:13:32,056 - mmaction - INFO - Epoch [20][1680/1743] lr: 1.000e-02, eta: 2 days, 0:37:31, time: 0.870, data_time: 0.377, memory: 3025, loss_cls: 2.5495, loss: 2.5495, grad_norm: 2.8047 2020-10-15 04:13:50,875 - mmaction - INFO - Epoch [20][1700/1743] lr: 1.000e-02, eta: 2 days, 0:36:41, time: 0.939, data_time: 0.321, memory: 3025, loss_cls: 2.6041, loss: 2.6041, grad_norm: 2.8471 2020-10-15 04:14:09,180 - mmaction - INFO - Epoch [20][1720/1743] lr: 1.000e-02, eta: 2 days, 0:35:49, time: 0.920, data_time: 0.207, memory: 3025, loss_cls: 2.5669, loss: 2.5669, grad_norm: 2.8161 2020-10-15 04:14:27,300 - mmaction - INFO - Epoch [20][1740/1743] lr: 1.000e-02, eta: 2 days, 0:34:56, time: 0.901, data_time: 0.393, memory: 3025, loss_cls: 2.5812, loss: 2.5812, grad_norm: 2.7745 2020-10-15 04:14:36,286 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-10-15 04:16:45,339 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-15 04:16:50,947 - mmaction - INFO - mean_average_precision 0.6575 2020-10-15 04:16:51,042 - mmaction - INFO - Epoch(val) [20][1743] mean_average_precision: 0.6575 2020-10-15 04:17:19,938 - mmaction - INFO - Epoch [21][20/1743] lr: 1.000e-02, eta: 2 days, 0:34:27, time: 1.442, data_time: 1.003, memory: 3025, loss_cls: 2.5438, loss: 2.5438, grad_norm: 2.8035 2020-10-15 04:17:38,249 - mmaction - INFO - Epoch [21][40/1743] lr: 1.000e-02, eta: 2 days, 0:33:34, time: 0.912, data_time: 0.149, memory: 3025, loss_cls: 2.5544, loss: 2.5544, grad_norm: 2.8318 2020-10-15 04:17:55,855 - mmaction - INFO - Epoch [21][60/1743] lr: 1.000e-02, eta: 2 days, 0:32:39, time: 0.880, data_time: 0.025, memory: 3025, loss_cls: 2.5428, loss: 2.5428, grad_norm: 2.7934 2020-10-15 04:18:14,516 - mmaction - INFO - Epoch [21][80/1743] lr: 1.000e-02, eta: 2 days, 0:31:49, time: 0.933, data_time: 0.076, memory: 3025, loss_cls: 2.5840, loss: 2.5840, grad_norm: 2.8503 2020-10-15 04:18:31,955 - mmaction - INFO - Epoch [21][100/1743] lr: 1.000e-02, eta: 2 days, 0:30:53, time: 0.872, data_time: 0.008, memory: 3025, loss_cls: 2.5457, loss: 2.5457, grad_norm: 2.7925 2020-10-15 04:18:48,864 - mmaction - INFO - Epoch [21][120/1743] lr: 1.000e-02, eta: 2 days, 0:29:56, time: 0.851, data_time: 0.012, memory: 3025, loss_cls: 2.6071, loss: 2.6071, grad_norm: 2.8659 2020-10-15 04:19:06,285 - mmaction - INFO - Epoch [21][140/1743] lr: 1.000e-02, eta: 2 days, 0:29:01, time: 0.870, data_time: 0.002, memory: 3025, loss_cls: 2.5558, loss: 2.5558, grad_norm: 2.8253 2020-10-15 04:19:24,529 - mmaction - INFO - Epoch [21][160/1743] lr: 1.000e-02, eta: 2 days, 0:28:08, time: 0.911, data_time: 0.004, memory: 3025, loss_cls: 2.5337, loss: 2.5337, grad_norm: 2.7949 2020-10-15 04:19:42,342 - mmaction - INFO - Epoch [21][180/1743] lr: 1.000e-02, eta: 2 days, 0:27:14, time: 0.889, data_time: 0.006, memory: 3025, loss_cls: 2.5789, loss: 2.5789, grad_norm: 2.8411 2020-10-15 04:19:59,574 - mmaction - INFO - Epoch [21][200/1743] lr: 1.000e-02, eta: 2 days, 0:26:18, time: 0.861, data_time: 0.006, memory: 3025, loss_cls: 2.5523, loss: 2.5523, grad_norm: 2.8475 2020-10-15 04:20:17,121 - mmaction - INFO - Epoch [21][220/1743] lr: 1.000e-02, eta: 2 days, 0:25:23, time: 0.877, data_time: 0.007, memory: 3025, loss_cls: 2.5543, loss: 2.5543, grad_norm: 2.8335 2020-10-15 04:20:34,551 - mmaction - INFO - Epoch [21][240/1743] lr: 1.000e-02, eta: 2 days, 0:24:28, time: 0.877, data_time: 0.012, memory: 3025, loss_cls: 2.5610, loss: 2.5610, grad_norm: 2.8392 2020-10-15 04:20:51,679 - mmaction - INFO - Epoch [21][260/1743] lr: 1.000e-02, eta: 2 days, 0:23:32, time: 0.850, data_time: 0.001, memory: 3025, loss_cls: 2.5928, loss: 2.5928, grad_norm: 2.8218 2020-10-15 04:21:09,146 - mmaction - INFO - Epoch [21][280/1743] lr: 1.000e-02, eta: 2 days, 0:22:37, time: 0.878, data_time: 0.007, memory: 3025, loss_cls: 2.5711, loss: 2.5711, grad_norm: 2.8781 2020-10-15 04:21:26,834 - mmaction - INFO - Epoch [21][300/1743] lr: 1.000e-02, eta: 2 days, 0:21:43, time: 0.884, data_time: 0.004, memory: 3025, loss_cls: 2.5646, loss: 2.5646, grad_norm: 2.7946 2020-10-15 04:21:43,954 - mmaction - INFO - Epoch [21][320/1743] lr: 1.000e-02, eta: 2 days, 0:20:47, time: 0.857, data_time: 0.004, memory: 3025, loss_cls: 2.5519, loss: 2.5519, grad_norm: 2.8033 2020-10-15 04:22:02,869 - mmaction - INFO - Epoch [21][340/1743] lr: 1.000e-02, eta: 2 days, 0:19:57, time: 0.945, data_time: 0.003, memory: 3025, loss_cls: 2.5532, loss: 2.5532, grad_norm: 2.8122 2020-10-15 04:22:19,808 - mmaction - INFO - Epoch [21][360/1743] lr: 1.000e-02, eta: 2 days, 0:19:00, time: 0.846, data_time: 0.003, memory: 3025, loss_cls: 2.5485, loss: 2.5485, grad_norm: 2.8068 2020-10-15 04:22:36,847 - mmaction - INFO - Epoch [21][380/1743] lr: 1.000e-02, eta: 2 days, 0:18:04, time: 0.854, data_time: 0.005, memory: 3025, loss_cls: 2.5341, loss: 2.5341, grad_norm: 2.8172 2020-10-15 04:22:54,286 - mmaction - INFO - Epoch [21][400/1743] lr: 1.000e-02, eta: 2 days, 0:17:09, time: 0.866, data_time: 0.002, memory: 3025, loss_cls: 2.5791, loss: 2.5791, grad_norm: 2.9051 2020-10-15 04:23:11,086 - mmaction - INFO - Epoch [21][420/1743] lr: 1.000e-02, eta: 2 days, 0:16:12, time: 0.844, data_time: 0.007, memory: 3025, loss_cls: 2.5885, loss: 2.5885, grad_norm: 2.8299 2020-10-15 04:23:28,295 - mmaction - INFO - Epoch [21][440/1743] lr: 1.000e-02, eta: 2 days, 0:15:16, time: 0.859, data_time: 0.004, memory: 3025, loss_cls: 2.5578, loss: 2.5578, grad_norm: 2.7730 2020-10-15 04:23:44,522 - mmaction - INFO - Epoch [21][460/1743] lr: 1.000e-02, eta: 2 days, 0:14:17, time: 0.814, data_time: 0.005, memory: 3025, loss_cls: 2.5362, loss: 2.5362, grad_norm: 2.7944 2020-10-15 04:24:02,058 - mmaction - INFO - Epoch [21][480/1743] lr: 1.000e-02, eta: 2 days, 0:13:22, time: 0.876, data_time: 0.001, memory: 3025, loss_cls: 2.5362, loss: 2.5362, grad_norm: 2.8007 2020-10-15 04:24:19,136 - mmaction - INFO - Epoch [21][500/1743] lr: 1.000e-02, eta: 2 days, 0:12:26, time: 0.849, data_time: 0.002, memory: 3025, loss_cls: 2.5608, loss: 2.5608, grad_norm: 2.8347 2020-10-15 04:24:36,354 - mmaction - INFO - Epoch [21][520/1743] lr: 1.000e-02, eta: 2 days, 0:11:31, time: 0.863, data_time: 0.006, memory: 3025, loss_cls: 2.5751, loss: 2.5751, grad_norm: 2.8359 2020-10-15 04:24:54,124 - mmaction - INFO - Epoch [21][540/1743] lr: 1.000e-02, eta: 2 days, 0:10:37, time: 0.885, data_time: 0.004, memory: 3025, loss_cls: 2.5517, loss: 2.5517, grad_norm: 2.8425 2020-10-15 04:25:10,850 - mmaction - INFO - Epoch [21][560/1743] lr: 1.000e-02, eta: 2 days, 0:09:40, time: 0.840, data_time: 0.012, memory: 3025, loss_cls: 2.5975, loss: 2.5975, grad_norm: 2.8283 2020-10-15 04:25:28,222 - mmaction - INFO - Epoch [21][580/1743] lr: 1.000e-02, eta: 2 days, 0:08:45, time: 0.869, data_time: 0.032, memory: 3025, loss_cls: 2.5632, loss: 2.5632, grad_norm: 2.8846 2020-10-15 04:25:46,480 - mmaction - INFO - Epoch [21][600/1743] lr: 1.000e-02, eta: 2 days, 0:07:54, time: 0.908, data_time: 0.017, memory: 3025, loss_cls: 2.5659, loss: 2.5659, grad_norm: 2.8622 2020-10-15 04:26:03,996 - mmaction - INFO - Epoch [21][620/1743] lr: 1.000e-02, eta: 2 days, 0:07:00, time: 0.877, data_time: 0.008, memory: 3025, loss_cls: 2.5918, loss: 2.5918, grad_norm: 2.8833 2020-10-15 04:26:21,256 - mmaction - INFO - Epoch [21][640/1743] lr: 1.000e-02, eta: 2 days, 0:06:05, time: 0.863, data_time: 0.008, memory: 3025, loss_cls: 2.6014, loss: 2.6014, grad_norm: 2.8233 2020-10-15 04:26:38,982 - mmaction - INFO - Epoch [21][660/1743] lr: 1.000e-02, eta: 2 days, 0:05:12, time: 0.888, data_time: 0.007, memory: 3025, loss_cls: 2.5947, loss: 2.5947, grad_norm: 2.8801 2020-10-15 04:26:56,205 - mmaction - INFO - Epoch [21][680/1743] lr: 1.000e-02, eta: 2 days, 0:04:17, time: 0.864, data_time: 0.008, memory: 3025, loss_cls: 2.5557, loss: 2.5557, grad_norm: 2.8369 2020-10-15 04:27:13,809 - mmaction - INFO - Epoch [21][700/1743] lr: 1.000e-02, eta: 2 days, 0:03:23, time: 0.880, data_time: 0.002, memory: 3025, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.7950 2020-10-15 04:27:30,174 - mmaction - INFO - Epoch [21][720/1743] lr: 1.000e-02, eta: 2 days, 0:02:25, time: 0.817, data_time: 0.002, memory: 3025, loss_cls: 2.5965, loss: 2.5965, grad_norm: 2.8297 2020-10-15 04:27:47,537 - mmaction - INFO - Epoch [21][740/1743] lr: 1.000e-02, eta: 2 days, 0:01:30, time: 0.868, data_time: 0.136, memory: 3025, loss_cls: 2.5292, loss: 2.5292, grad_norm: 2.7391 2020-10-15 04:28:05,055 - mmaction - INFO - Epoch [21][760/1743] lr: 1.000e-02, eta: 2 days, 0:00:36, time: 0.871, data_time: 0.023, memory: 3025, loss_cls: 2.5929, loss: 2.5929, grad_norm: 2.8249 2020-10-15 04:28:21,998 - mmaction - INFO - Epoch [21][780/1743] lr: 1.000e-02, eta: 1 day, 23:59:41, time: 0.850, data_time: 0.009, memory: 3025, loss_cls: 2.5631, loss: 2.5631, grad_norm: 2.8556 2020-10-15 04:28:39,541 - mmaction - INFO - Epoch [21][800/1743] lr: 1.000e-02, eta: 1 day, 23:58:47, time: 0.878, data_time: 0.004, memory: 3025, loss_cls: 2.6073, loss: 2.6073, grad_norm: 2.8926 2020-10-15 04:28:58,204 - mmaction - INFO - Epoch [21][820/1743] lr: 1.000e-02, eta: 1 day, 23:57:58, time: 0.932, data_time: 0.004, memory: 3025, loss_cls: 2.5880, loss: 2.5880, grad_norm: 2.8380 2020-10-15 04:29:16,026 - mmaction - INFO - Epoch [21][840/1743] lr: 1.000e-02, eta: 1 day, 23:57:05, time: 0.887, data_time: 0.008, memory: 3025, loss_cls: 2.6120, loss: 2.6120, grad_norm: 2.8408 2020-10-15 04:29:34,695 - mmaction - INFO - Epoch [21][860/1743] lr: 1.000e-02, eta: 1 day, 23:56:16, time: 0.939, data_time: 0.011, memory: 3025, loss_cls: 2.5266, loss: 2.5266, grad_norm: 2.7908 2020-10-15 04:29:52,364 - mmaction - INFO - Epoch [21][880/1743] lr: 1.000e-02, eta: 1 day, 23:55:23, time: 0.881, data_time: 0.003, memory: 3025, loss_cls: 2.5427, loss: 2.5427, grad_norm: 2.8041 2020-10-15 04:30:10,667 - mmaction - INFO - Epoch [21][900/1743] lr: 1.000e-02, eta: 1 day, 23:54:32, time: 0.912, data_time: 0.006, memory: 3025, loss_cls: 2.5671, loss: 2.5671, grad_norm: 2.8738 2020-10-15 04:30:28,330 - mmaction - INFO - Epoch [21][920/1743] lr: 1.000e-02, eta: 1 day, 23:53:40, time: 0.883, data_time: 0.011, memory: 3025, loss_cls: 2.5704, loss: 2.5704, grad_norm: 2.8699 2020-10-15 04:30:44,435 - mmaction - INFO - Epoch [21][940/1743] lr: 1.000e-02, eta: 1 day, 23:52:41, time: 0.811, data_time: 0.010, memory: 3025, loss_cls: 2.5755, loss: 2.5755, grad_norm: 2.8577 2020-10-15 04:31:02,226 - mmaction - INFO - Epoch [21][960/1743] lr: 1.000e-02, eta: 1 day, 23:51:49, time: 0.890, data_time: 0.004, memory: 3025, loss_cls: 2.5948, loss: 2.5948, grad_norm: 2.8755 2020-10-15 04:31:20,100 - mmaction - INFO - Epoch [21][980/1743] lr: 1.000e-02, eta: 1 day, 23:50:57, time: 0.893, data_time: 0.002, memory: 3025, loss_cls: 2.5773, loss: 2.5773, grad_norm: 2.8391 2020-10-15 04:31:37,348 - mmaction - INFO - Epoch [21][1000/1743] lr: 1.000e-02, eta: 1 day, 23:50:02, time: 0.863, data_time: 0.003, memory: 3025, loss_cls: 2.5788, loss: 2.5788, grad_norm: 2.8725 2020-10-15 04:31:55,189 - mmaction - INFO - Epoch [21][1020/1743] lr: 1.000e-02, eta: 1 day, 23:49:10, time: 0.892, data_time: 0.004, memory: 3025, loss_cls: 2.5959, loss: 2.5959, grad_norm: 2.9078 2020-10-15 04:32:11,946 - mmaction - INFO - Epoch [21][1040/1743] lr: 1.000e-02, eta: 1 day, 23:48:14, time: 0.837, data_time: 0.002, memory: 3025, loss_cls: 2.5640, loss: 2.5640, grad_norm: 2.8487 2020-10-15 04:32:29,804 - mmaction - INFO - Epoch [21][1060/1743] lr: 1.000e-02, eta: 1 day, 23:47:22, time: 0.892, data_time: 0.003, memory: 3025, loss_cls: 2.5664, loss: 2.5664, grad_norm: 2.8434 2020-10-15 04:32:46,696 - mmaction - INFO - Epoch [21][1080/1743] lr: 1.000e-02, eta: 1 day, 23:46:26, time: 0.837, data_time: 0.005, memory: 3025, loss_cls: 2.5900, loss: 2.5900, grad_norm: 2.9189 2020-10-15 04:33:03,240 - mmaction - INFO - Epoch [21][1100/1743] lr: 1.000e-02, eta: 1 day, 23:45:30, time: 0.835, data_time: 0.012, memory: 3025, loss_cls: 2.5403, loss: 2.5403, grad_norm: 2.8198 2020-10-15 04:33:20,849 - mmaction - INFO - Epoch [21][1120/1743] lr: 1.000e-02, eta: 1 day, 23:44:37, time: 0.880, data_time: 0.013, memory: 3025, loss_cls: 2.5577, loss: 2.5577, grad_norm: 2.8937 2020-10-15 04:33:38,897 - mmaction - INFO - Epoch [21][1140/1743] lr: 1.000e-02, eta: 1 day, 23:43:46, time: 0.903, data_time: 0.028, memory: 3025, loss_cls: 2.5621, loss: 2.5621, grad_norm: 2.8798 2020-10-15 04:33:56,684 - mmaction - INFO - Epoch [21][1160/1743] lr: 1.000e-02, eta: 1 day, 23:42:54, time: 0.887, data_time: 0.010, memory: 3025, loss_cls: 2.5515, loss: 2.5515, grad_norm: 2.8654 2020-10-15 04:34:13,855 - mmaction - INFO - Epoch [21][1180/1743] lr: 1.000e-02, eta: 1 day, 23:42:00, time: 0.862, data_time: 0.009, memory: 3025, loss_cls: 2.5776, loss: 2.5776, grad_norm: 2.8351 2020-10-15 04:34:30,933 - mmaction - INFO - Epoch [21][1200/1743] lr: 1.000e-02, eta: 1 day, 23:41:05, time: 0.850, data_time: 0.005, memory: 3025, loss_cls: 2.5993, loss: 2.5993, grad_norm: 2.9157 2020-10-15 04:34:48,999 - mmaction - INFO - Epoch [21][1220/1743] lr: 1.000e-02, eta: 1 day, 23:40:14, time: 0.906, data_time: 0.009, memory: 3025, loss_cls: 2.5998, loss: 2.5998, grad_norm: 2.8851 2020-10-15 04:35:06,279 - mmaction - INFO - Epoch [21][1240/1743] lr: 1.000e-02, eta: 1 day, 23:39:21, time: 0.865, data_time: 0.006, memory: 3025, loss_cls: 2.5645, loss: 2.5645, grad_norm: 2.8475 2020-10-15 04:35:23,060 - mmaction - INFO - Epoch [21][1260/1743] lr: 1.000e-02, eta: 1 day, 23:38:25, time: 0.840, data_time: 0.007, memory: 3025, loss_cls: 2.5296, loss: 2.5296, grad_norm: 2.7591 2020-10-15 04:35:39,632 - mmaction - INFO - Epoch [21][1280/1743] lr: 1.000e-02, eta: 1 day, 23:37:29, time: 0.827, data_time: 0.002, memory: 3025, loss_cls: 2.5356, loss: 2.5356, grad_norm: 2.8343 2020-10-15 04:35:57,361 - mmaction - INFO - Epoch [21][1300/1743] lr: 1.000e-02, eta: 1 day, 23:36:37, time: 0.886, data_time: 0.005, memory: 3025, loss_cls: 2.5541, loss: 2.5541, grad_norm: 2.7854 2020-10-15 04:36:14,287 - mmaction - INFO - Epoch [21][1320/1743] lr: 1.000e-02, eta: 1 day, 23:35:42, time: 0.847, data_time: 0.007, memory: 3025, loss_cls: 2.5729, loss: 2.5729, grad_norm: 2.8400 2020-10-15 04:36:31,573 - mmaction - INFO - Epoch [21][1340/1743] lr: 1.000e-02, eta: 1 day, 23:34:48, time: 0.863, data_time: 0.004, memory: 3025, loss_cls: 2.5452, loss: 2.5452, grad_norm: 2.8152 2020-10-15 04:36:48,711 - mmaction - INFO - Epoch [21][1360/1743] lr: 1.000e-02, eta: 1 day, 23:33:54, time: 0.855, data_time: 0.006, memory: 3025, loss_cls: 2.6003, loss: 2.6003, grad_norm: 2.8616 2020-10-15 04:37:05,033 - mmaction - INFO - Epoch [21][1380/1743] lr: 1.000e-02, eta: 1 day, 23:32:57, time: 0.821, data_time: 0.007, memory: 3025, loss_cls: 2.5851, loss: 2.5851, grad_norm: 2.8280 2020-10-15 04:37:22,500 - mmaction - INFO - Epoch [21][1400/1743] lr: 1.000e-02, eta: 1 day, 23:32:05, time: 0.871, data_time: 0.004, memory: 3025, loss_cls: 2.5499, loss: 2.5499, grad_norm: 2.8708 2020-10-15 04:37:40,045 - mmaction - INFO - Epoch [21][1420/1743] lr: 1.000e-02, eta: 1 day, 23:31:12, time: 0.874, data_time: 0.004, memory: 3025, loss_cls: 2.5874, loss: 2.5874, grad_norm: 2.8652 2020-10-15 04:37:56,723 - mmaction - INFO - Epoch [21][1440/1743] lr: 1.000e-02, eta: 1 day, 23:30:17, time: 0.838, data_time: 0.007, memory: 3025, loss_cls: 2.5804, loss: 2.5804, grad_norm: 2.9000 2020-10-15 04:38:14,322 - mmaction - INFO - Epoch [21][1460/1743] lr: 1.000e-02, eta: 1 day, 23:29:25, time: 0.881, data_time: 0.010, memory: 3025, loss_cls: 2.5826, loss: 2.5826, grad_norm: 2.8940 2020-10-15 04:38:31,544 - mmaction - INFO - Epoch [21][1480/1743] lr: 1.000e-02, eta: 1 day, 23:28:31, time: 0.856, data_time: 0.002, memory: 3025, loss_cls: 2.5834, loss: 2.5834, grad_norm: 2.8076 2020-10-15 04:38:49,395 - mmaction - INFO - Epoch [21][1500/1743] lr: 1.000e-02, eta: 1 day, 23:27:40, time: 0.894, data_time: 0.006, memory: 3025, loss_cls: 2.5743, loss: 2.5743, grad_norm: 2.7627 2020-10-15 04:39:07,064 - mmaction - INFO - Epoch [21][1520/1743] lr: 1.000e-02, eta: 1 day, 23:26:48, time: 0.885, data_time: 0.009, memory: 3025, loss_cls: 2.5643, loss: 2.5643, grad_norm: 2.8400 2020-10-15 04:39:24,111 - mmaction - INFO - Epoch [21][1540/1743] lr: 1.000e-02, eta: 1 day, 23:25:54, time: 0.848, data_time: 0.004, memory: 3025, loss_cls: 2.5691, loss: 2.5691, grad_norm: 2.8270 2020-10-15 04:39:42,167 - mmaction - INFO - Epoch [21][1560/1743] lr: 1.000e-02, eta: 1 day, 23:25:04, time: 0.909, data_time: 0.010, memory: 3025, loss_cls: 2.5659, loss: 2.5659, grad_norm: 2.8021 2020-10-15 04:40:00,748 - mmaction - INFO - Epoch [21][1580/1743] lr: 1.000e-02, eta: 1 day, 23:24:16, time: 0.925, data_time: 0.001, memory: 3025, loss_cls: 2.5886, loss: 2.5886, grad_norm: 2.8224 2020-10-15 04:40:18,762 - mmaction - INFO - Epoch [21][1600/1743] lr: 1.000e-02, eta: 1 day, 23:23:26, time: 0.903, data_time: 0.007, memory: 3025, loss_cls: 2.5710, loss: 2.5710, grad_norm: 2.8482 2020-10-15 04:40:36,499 - mmaction - INFO - Epoch [21][1620/1743] lr: 1.000e-02, eta: 1 day, 23:22:34, time: 0.887, data_time: 0.003, memory: 3025, loss_cls: 2.6027, loss: 2.6027, grad_norm: 2.8434 2020-10-15 04:40:53,714 - mmaction - INFO - Epoch [21][1640/1743] lr: 1.000e-02, eta: 1 day, 23:21:41, time: 0.860, data_time: 0.009, memory: 3025, loss_cls: 2.5885, loss: 2.5885, grad_norm: 2.8684 2020-10-15 04:41:11,012 - mmaction - INFO - Epoch [21][1660/1743] lr: 1.000e-02, eta: 1 day, 23:20:48, time: 0.866, data_time: 0.005, memory: 3025, loss_cls: 2.5710, loss: 2.5710, grad_norm: 2.8539 2020-10-15 04:41:28,013 - mmaction - INFO - Epoch [21][1680/1743] lr: 1.000e-02, eta: 1 day, 23:19:54, time: 0.844, data_time: 0.004, memory: 3025, loss_cls: 2.5801, loss: 2.5801, grad_norm: 2.8263 2020-10-15 04:41:45,567 - mmaction - INFO - Epoch [21][1700/1743] lr: 1.000e-02, eta: 1 day, 23:19:02, time: 0.878, data_time: 0.009, memory: 3025, loss_cls: 2.5362, loss: 2.5362, grad_norm: 2.8145 2020-10-15 04:42:02,005 - mmaction - INFO - Epoch [21][1720/1743] lr: 1.000e-02, eta: 1 day, 23:18:07, time: 0.826, data_time: 0.007, memory: 3025, loss_cls: 2.5549, loss: 2.5549, grad_norm: 2.8056 2020-10-15 04:42:19,271 - mmaction - INFO - Epoch [21][1740/1743] lr: 1.000e-02, eta: 1 day, 23:17:14, time: 0.861, data_time: 0.006, memory: 3025, loss_cls: 2.5866, loss: 2.5866, grad_norm: 2.8626 2020-10-15 04:42:58,232 - mmaction - INFO - Epoch [22][20/1743] lr: 1.000e-02, eta: 1 day, 23:17:09, time: 1.733, data_time: 1.303, memory: 3025, loss_cls: 2.5577, loss: 2.5577, grad_norm: 2.8334 2020-10-15 04:43:15,985 - mmaction - INFO - Epoch [22][40/1743] lr: 1.000e-02, eta: 1 day, 23:16:18, time: 0.888, data_time: 0.148, memory: 3025, loss_cls: 2.5495, loss: 2.5495, grad_norm: 2.9146 2020-10-15 04:43:32,386 - mmaction - INFO - Epoch [22][60/1743] lr: 1.000e-02, eta: 1 day, 23:15:22, time: 0.820, data_time: 0.010, memory: 3025, loss_cls: 2.5193, loss: 2.5193, grad_norm: 2.7959 2020-10-15 04:43:49,913 - mmaction - INFO - Epoch [22][80/1743] lr: 1.000e-02, eta: 1 day, 23:14:30, time: 0.881, data_time: 0.007, memory: 3025, loss_cls: 2.5844, loss: 2.5844, grad_norm: 2.8323 2020-10-15 04:44:07,119 - mmaction - INFO - Epoch [22][100/1743] lr: 1.000e-02, eta: 1 day, 23:13:37, time: 0.859, data_time: 0.001, memory: 3025, loss_cls: 2.5706, loss: 2.5706, grad_norm: 2.8906 2020-10-15 04:44:23,891 - mmaction - INFO - Epoch [22][120/1743] lr: 1.000e-02, eta: 1 day, 23:12:43, time: 0.839, data_time: 0.005, memory: 3025, loss_cls: 2.5388, loss: 2.5388, grad_norm: 2.8816 2020-10-15 04:44:41,899 - mmaction - INFO - Epoch [22][140/1743] lr: 1.000e-02, eta: 1 day, 23:11:53, time: 0.897, data_time: 0.003, memory: 3025, loss_cls: 2.5220, loss: 2.5220, grad_norm: 2.8613 2020-10-15 04:44:58,557 - mmaction - INFO - Epoch [22][160/1743] lr: 1.000e-02, eta: 1 day, 23:10:58, time: 0.836, data_time: 0.007, memory: 3025, loss_cls: 2.5302, loss: 2.5302, grad_norm: 2.8069 2020-10-15 04:45:15,626 - mmaction - INFO - Epoch [22][180/1743] lr: 1.000e-02, eta: 1 day, 23:10:05, time: 0.850, data_time: 0.003, memory: 3025, loss_cls: 2.5755, loss: 2.5755, grad_norm: 2.8634 2020-10-15 04:45:32,231 - mmaction - INFO - Epoch [22][200/1743] lr: 1.000e-02, eta: 1 day, 23:09:10, time: 0.830, data_time: 0.006, memory: 3025, loss_cls: 2.5498, loss: 2.5498, grad_norm: 2.8615 2020-10-15 04:45:50,053 - mmaction - INFO - Epoch [22][220/1743] lr: 1.000e-02, eta: 1 day, 23:08:20, time: 0.895, data_time: 0.006, memory: 3025, loss_cls: 2.5742, loss: 2.5742, grad_norm: 2.8742 2020-10-15 04:46:06,789 - mmaction - INFO - Epoch [22][240/1743] lr: 1.000e-02, eta: 1 day, 23:07:25, time: 0.837, data_time: 0.004, memory: 3025, loss_cls: 2.5604, loss: 2.5604, grad_norm: 2.8151 2020-10-15 04:46:23,925 - mmaction - INFO - Epoch [22][260/1743] lr: 1.000e-02, eta: 1 day, 23:06:33, time: 0.856, data_time: 0.002, memory: 3025, loss_cls: 2.5834, loss: 2.5834, grad_norm: 2.8550 2020-10-15 04:46:41,251 - mmaction - INFO - Epoch [22][280/1743] lr: 1.000e-02, eta: 1 day, 23:05:40, time: 0.862, data_time: 0.007, memory: 3025, loss_cls: 2.5060, loss: 2.5060, grad_norm: 2.8178 2020-10-15 04:46:59,016 - mmaction - INFO - Epoch [22][300/1743] lr: 1.000e-02, eta: 1 day, 23:04:50, time: 0.893, data_time: 0.011, memory: 3025, loss_cls: 2.5360, loss: 2.5360, grad_norm: 2.8121 2020-10-15 04:47:16,853 - mmaction - INFO - Epoch [22][320/1743] lr: 1.000e-02, eta: 1 day, 23:04:00, time: 0.892, data_time: 0.003, memory: 3025, loss_cls: 2.5774, loss: 2.5774, grad_norm: 2.9170 2020-10-15 04:47:34,627 - mmaction - INFO - Epoch [22][340/1743] lr: 1.000e-02, eta: 1 day, 23:03:10, time: 0.887, data_time: 0.003, memory: 3025, loss_cls: 2.5287, loss: 2.5287, grad_norm: 2.8655 2020-10-15 04:47:51,465 - mmaction - INFO - Epoch [22][360/1743] lr: 1.000e-02, eta: 1 day, 23:02:16, time: 0.841, data_time: 0.004, memory: 3025, loss_cls: 2.5584, loss: 2.5584, grad_norm: 2.8234 2020-10-15 04:48:09,690 - mmaction - INFO - Epoch [22][380/1743] lr: 1.000e-02, eta: 1 day, 23:01:27, time: 0.912, data_time: 0.005, memory: 3025, loss_cls: 2.5308, loss: 2.5308, grad_norm: 2.8010 2020-10-15 04:48:28,229 - mmaction - INFO - Epoch [22][400/1743] lr: 1.000e-02, eta: 1 day, 23:00:40, time: 0.930, data_time: 0.008, memory: 3025, loss_cls: 2.5811, loss: 2.5811, grad_norm: 2.8772 2020-10-15 04:48:45,998 - mmaction - INFO - Epoch [22][420/1743] lr: 1.000e-02, eta: 1 day, 22:59:50, time: 0.885, data_time: 0.003, memory: 3025, loss_cls: 2.5567, loss: 2.5567, grad_norm: 2.8279 2020-10-15 04:49:03,904 - mmaction - INFO - Epoch [22][440/1743] lr: 1.000e-02, eta: 1 day, 22:59:00, time: 0.894, data_time: 0.008, memory: 3025, loss_cls: 2.5078, loss: 2.5078, grad_norm: 2.7961 2020-10-15 04:49:22,307 - mmaction - INFO - Epoch [22][460/1743] lr: 1.000e-02, eta: 1 day, 22:58:12, time: 0.918, data_time: 0.006, memory: 3025, loss_cls: 2.5365, loss: 2.5365, grad_norm: 2.7942 2020-10-15 04:49:39,574 - mmaction - INFO - Epoch [22][480/1743] lr: 1.000e-02, eta: 1 day, 22:57:21, time: 0.869, data_time: 0.012, memory: 3025, loss_cls: 2.5719, loss: 2.5719, grad_norm: 2.8813 2020-10-15 04:49:56,056 - mmaction - INFO - Epoch [22][500/1743] lr: 1.000e-02, eta: 1 day, 22:56:26, time: 0.822, data_time: 0.004, memory: 3025, loss_cls: 2.5349, loss: 2.5349, grad_norm: 2.8414 2020-10-15 04:50:13,903 - mmaction - INFO - Epoch [22][520/1743] lr: 1.000e-02, eta: 1 day, 22:55:36, time: 0.895, data_time: 0.008, memory: 3025, loss_cls: 2.5483, loss: 2.5483, grad_norm: 2.8243 2020-10-15 04:50:31,754 - mmaction - INFO - Epoch [22][540/1743] lr: 1.000e-02, eta: 1 day, 22:54:46, time: 0.889, data_time: 0.003, memory: 3025, loss_cls: 2.5853, loss: 2.5853, grad_norm: 2.8362 2020-10-15 04:50:49,198 - mmaction - INFO - Epoch [22][560/1743] lr: 1.000e-02, eta: 1 day, 22:53:55, time: 0.870, data_time: 0.006, memory: 3025, loss_cls: 2.5861, loss: 2.5861, grad_norm: 2.8823 2020-10-15 04:51:06,986 - mmaction - INFO - Epoch [22][580/1743] lr: 1.000e-02, eta: 1 day, 22:53:05, time: 0.894, data_time: 0.008, memory: 3025, loss_cls: 2.5535, loss: 2.5535, grad_norm: 2.8005 2020-10-15 04:51:24,167 - mmaction - INFO - Epoch [22][600/1743] lr: 1.000e-02, eta: 1 day, 22:52:13, time: 0.853, data_time: 0.003, memory: 3025, loss_cls: 2.5354, loss: 2.5354, grad_norm: 2.8460 2020-10-15 04:51:42,376 - mmaction - INFO - Epoch [22][620/1743] lr: 1.000e-02, eta: 1 day, 22:51:25, time: 0.915, data_time: 0.009, memory: 3025, loss_cls: 2.5425, loss: 2.5425, grad_norm: 2.7861 2020-10-15 04:51:59,301 - mmaction - INFO - Epoch [22][640/1743] lr: 1.000e-02, eta: 1 day, 22:50:32, time: 0.847, data_time: 0.004, memory: 3025, loss_cls: 2.5900, loss: 2.5900, grad_norm: 2.8827 2020-10-15 04:52:15,327 - mmaction - INFO - Epoch [22][660/1743] lr: 1.000e-02, eta: 1 day, 22:49:36, time: 0.802, data_time: 0.004, memory: 3025, loss_cls: 2.5684, loss: 2.5684, grad_norm: 2.8593 2020-10-15 04:52:33,376 - mmaction - INFO - Epoch [22][680/1743] lr: 1.000e-02, eta: 1 day, 22:48:47, time: 0.902, data_time: 0.004, memory: 3025, loss_cls: 2.5495, loss: 2.5495, grad_norm: 2.8572 2020-10-15 04:52:50,194 - mmaction - INFO - Epoch [22][700/1743] lr: 1.000e-02, eta: 1 day, 22:47:54, time: 0.841, data_time: 0.004, memory: 3025, loss_cls: 2.5415, loss: 2.5415, grad_norm: 2.8638 2020-10-15 04:53:07,842 - mmaction - INFO - Epoch [22][720/1743] lr: 1.000e-02, eta: 1 day, 22:47:04, time: 0.878, data_time: 0.005, memory: 3025, loss_cls: 2.5728, loss: 2.5728, grad_norm: 2.8925 2020-10-15 04:53:24,918 - mmaction - INFO - Epoch [22][740/1743] lr: 1.000e-02, eta: 1 day, 22:46:12, time: 0.857, data_time: 0.008, memory: 3025, loss_cls: 2.5579, loss: 2.5579, grad_norm: 2.8180 2020-10-15 04:53:42,098 - mmaction - INFO - Epoch [22][760/1743] lr: 1.000e-02, eta: 1 day, 22:45:20, time: 0.859, data_time: 0.005, memory: 3025, loss_cls: 2.5608, loss: 2.5608, grad_norm: 2.7838 2020-10-15 04:53:58,628 - mmaction - INFO - Epoch [22][780/1743] lr: 1.000e-02, eta: 1 day, 22:44:26, time: 0.827, data_time: 0.005, memory: 3025, loss_cls: 2.5220, loss: 2.5220, grad_norm: 2.7955 2020-10-15 04:54:15,446 - mmaction - INFO - Epoch [22][800/1743] lr: 1.000e-02, eta: 1 day, 22:43:33, time: 0.842, data_time: 0.022, memory: 3025, loss_cls: 2.5765, loss: 2.5765, grad_norm: 2.8341 2020-10-15 04:54:32,574 - mmaction - INFO - Epoch [22][820/1743] lr: 1.000e-02, eta: 1 day, 22:42:41, time: 0.855, data_time: 0.034, memory: 3025, loss_cls: 2.5300, loss: 2.5300, grad_norm: 2.8160 2020-10-15 04:54:50,898 - mmaction - INFO - Epoch [22][840/1743] lr: 1.000e-02, eta: 1 day, 22:41:54, time: 0.914, data_time: 0.016, memory: 3025, loss_cls: 2.5550, loss: 2.5550, grad_norm: 2.8553 2020-10-15 04:55:08,044 - mmaction - INFO - Epoch [22][860/1743] lr: 1.000e-02, eta: 1 day, 22:41:02, time: 0.858, data_time: 0.010, memory: 3025, loss_cls: 2.5223, loss: 2.5223, grad_norm: 2.8388 2020-10-15 04:55:25,326 - mmaction - INFO - Epoch [22][880/1743] lr: 1.000e-02, eta: 1 day, 22:40:11, time: 0.865, data_time: 0.008, memory: 3025, loss_cls: 2.5824, loss: 2.5824, grad_norm: 2.8834 2020-10-15 04:55:42,765 - mmaction - INFO - Epoch [22][900/1743] lr: 1.000e-02, eta: 1 day, 22:39:20, time: 0.871, data_time: 0.008, memory: 3025, loss_cls: 2.5679, loss: 2.5679, grad_norm: 2.8684 2020-10-15 04:56:00,545 - mmaction - INFO - Epoch [22][920/1743] lr: 1.000e-02, eta: 1 day, 22:38:31, time: 0.893, data_time: 0.006, memory: 3025, loss_cls: 2.5602, loss: 2.5602, grad_norm: 2.8614 2020-10-15 04:56:17,143 - mmaction - INFO - Epoch [22][940/1743] lr: 1.000e-02, eta: 1 day, 22:37:37, time: 0.822, data_time: 0.004, memory: 3025, loss_cls: 2.5715, loss: 2.5715, grad_norm: 2.8324 2020-10-15 04:56:33,934 - mmaction - INFO - Epoch [22][960/1743] lr: 1.000e-02, eta: 1 day, 22:36:45, time: 0.841, data_time: 0.010, memory: 3025, loss_cls: 2.5219, loss: 2.5219, grad_norm: 2.8038 2020-10-15 04:56:50,946 - mmaction - INFO - Epoch [22][980/1743] lr: 1.000e-02, eta: 1 day, 22:35:53, time: 0.850, data_time: 0.007, memory: 3025, loss_cls: 2.5494, loss: 2.5494, grad_norm: 2.8281 2020-10-15 04:57:08,032 - mmaction - INFO - Epoch [22][1000/1743] lr: 1.000e-02, eta: 1 day, 22:35:01, time: 0.853, data_time: 0.008, memory: 3025, loss_cls: 2.5558, loss: 2.5558, grad_norm: 2.8459 2020-10-15 04:57:25,130 - mmaction - INFO - Epoch [22][1020/1743] lr: 1.000e-02, eta: 1 day, 22:34:09, time: 0.856, data_time: 0.011, memory: 3025, loss_cls: 2.5375, loss: 2.5375, grad_norm: 2.7975 2020-10-15 04:57:42,312 - mmaction - INFO - Epoch [22][1040/1743] lr: 1.000e-02, eta: 1 day, 22:33:18, time: 0.859, data_time: 0.013, memory: 3025, loss_cls: 2.5235, loss: 2.5235, grad_norm: 2.8048 2020-10-15 04:57:59,690 - mmaction - INFO - Epoch [22][1060/1743] lr: 1.000e-02, eta: 1 day, 22:32:28, time: 0.871, data_time: 0.008, memory: 3025, loss_cls: 2.5747, loss: 2.5747, grad_norm: 2.8718 2020-10-15 04:58:16,917 - mmaction - INFO - Epoch [22][1080/1743] lr: 1.000e-02, eta: 1 day, 22:31:37, time: 0.859, data_time: 0.006, memory: 3025, loss_cls: 2.6060, loss: 2.6060, grad_norm: 2.8683 2020-10-15 04:58:34,059 - mmaction - INFO - Epoch [22][1100/1743] lr: 1.000e-02, eta: 1 day, 22:30:46, time: 0.863, data_time: 0.012, memory: 3025, loss_cls: 2.5825, loss: 2.5825, grad_norm: 2.8570 2020-10-15 04:58:52,004 - mmaction - INFO - Epoch [22][1120/1743] lr: 1.000e-02, eta: 1 day, 22:29:57, time: 0.895, data_time: 0.003, memory: 3025, loss_cls: 2.5508, loss: 2.5508, grad_norm: 2.8638 2020-10-15 04:59:07,641 - mmaction - INFO - Epoch [22][1140/1743] lr: 1.000e-02, eta: 1 day, 22:29:01, time: 0.784, data_time: 0.004, memory: 3025, loss_cls: 2.5612, loss: 2.5612, grad_norm: 2.8803 2020-10-15 04:59:24,715 - mmaction - INFO - Epoch [22][1160/1743] lr: 1.000e-02, eta: 1 day, 22:28:09, time: 0.851, data_time: 0.004, memory: 3025, loss_cls: 2.5359, loss: 2.5359, grad_norm: 2.7979 2020-10-15 04:59:41,720 - mmaction - INFO - Epoch [22][1180/1743] lr: 1.000e-02, eta: 1 day, 22:27:18, time: 0.848, data_time: 0.007, memory: 3025, loss_cls: 2.5259, loss: 2.5259, grad_norm: 2.8687 2020-10-15 04:59:58,566 - mmaction - INFO - Epoch [22][1200/1743] lr: 1.000e-02, eta: 1 day, 22:26:26, time: 0.843, data_time: 0.008, memory: 3025, loss_cls: 2.5410, loss: 2.5410, grad_norm: 2.8195 2020-10-15 05:00:15,465 - mmaction - INFO - Epoch [22][1220/1743] lr: 1.000e-02, eta: 1 day, 22:25:33, time: 0.842, data_time: 0.006, memory: 3025, loss_cls: 2.5741, loss: 2.5741, grad_norm: 2.8519 2020-10-15 05:00:31,813 - mmaction - INFO - Epoch [22][1240/1743] lr: 1.000e-02, eta: 1 day, 22:24:40, time: 0.824, data_time: 0.011, memory: 3025, loss_cls: 2.5876, loss: 2.5876, grad_norm: 2.8758 2020-10-15 05:00:48,663 - mmaction - INFO - Epoch [22][1260/1743] lr: 1.000e-02, eta: 1 day, 22:23:48, time: 0.835, data_time: 0.004, memory: 3025, loss_cls: 2.6128, loss: 2.6128, grad_norm: 2.9198 2020-10-15 05:01:05,947 - mmaction - INFO - Epoch [22][1280/1743] lr: 1.000e-02, eta: 1 day, 22:22:58, time: 0.869, data_time: 0.009, memory: 3025, loss_cls: 2.5618, loss: 2.5618, grad_norm: 2.8266 2020-10-15 05:01:22,533 - mmaction - INFO - Epoch [22][1300/1743] lr: 1.000e-02, eta: 1 day, 22:22:05, time: 0.827, data_time: 0.005, memory: 3025, loss_cls: 2.5378, loss: 2.5378, grad_norm: 2.8314 2020-10-15 05:01:39,450 - mmaction - INFO - Epoch [22][1320/1743] lr: 1.000e-02, eta: 1 day, 22:21:13, time: 0.850, data_time: 0.007, memory: 3025, loss_cls: 2.5496, loss: 2.5496, grad_norm: 2.8480 2020-10-15 05:01:56,059 - mmaction - INFO - Epoch [22][1340/1743] lr: 1.000e-02, eta: 1 day, 22:20:20, time: 0.828, data_time: 0.007, memory: 3025, loss_cls: 2.5539, loss: 2.5539, grad_norm: 2.8530 2020-10-15 05:02:12,650 - mmaction - INFO - Epoch [22][1360/1743] lr: 1.000e-02, eta: 1 day, 22:19:28, time: 0.831, data_time: 0.005, memory: 3025, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.8136 2020-10-15 05:02:30,000 - mmaction - INFO - Epoch [22][1380/1743] lr: 1.000e-02, eta: 1 day, 22:18:37, time: 0.866, data_time: 0.005, memory: 3025, loss_cls: 2.5858, loss: 2.5858, grad_norm: 2.8722 2020-10-15 05:02:47,015 - mmaction - INFO - Epoch [22][1400/1743] lr: 1.000e-02, eta: 1 day, 22:17:46, time: 0.852, data_time: 0.005, memory: 3025, loss_cls: 2.5172, loss: 2.5172, grad_norm: 2.8262 2020-10-15 05:03:03,876 - mmaction - INFO - Epoch [22][1420/1743] lr: 1.000e-02, eta: 1 day, 22:16:55, time: 0.843, data_time: 0.004, memory: 3025, loss_cls: 2.5535, loss: 2.5535, grad_norm: 2.8325 2020-10-15 05:03:20,651 - mmaction - INFO - Epoch [22][1440/1743] lr: 1.000e-02, eta: 1 day, 22:16:03, time: 0.836, data_time: 0.005, memory: 3025, loss_cls: 2.6055, loss: 2.6055, grad_norm: 2.9052 2020-10-15 05:03:38,378 - mmaction - INFO - Epoch [22][1460/1743] lr: 1.000e-02, eta: 1 day, 22:15:14, time: 0.888, data_time: 0.008, memory: 3025, loss_cls: 2.5462, loss: 2.5462, grad_norm: 2.8399 2020-10-15 05:03:55,109 - mmaction - INFO - Epoch [22][1480/1743] lr: 1.000e-02, eta: 1 day, 22:14:22, time: 0.837, data_time: 0.005, memory: 3025, loss_cls: 2.5517, loss: 2.5517, grad_norm: 2.8419 2020-10-15 05:04:12,275 - mmaction - INFO - Epoch [22][1500/1743] lr: 1.000e-02, eta: 1 day, 22:13:32, time: 0.860, data_time: 0.004, memory: 3025, loss_cls: 2.5396, loss: 2.5396, grad_norm: 2.8356 2020-10-15 05:04:29,493 - mmaction - INFO - Epoch [22][1520/1743] lr: 1.000e-02, eta: 1 day, 22:12:42, time: 0.860, data_time: 0.004, memory: 3025, loss_cls: 2.5586, loss: 2.5586, grad_norm: 2.8840 2020-10-15 05:04:45,614 - mmaction - INFO - Epoch [22][1540/1743] lr: 1.000e-02, eta: 1 day, 22:11:47, time: 0.804, data_time: 0.004, memory: 3025, loss_cls: 2.5468, loss: 2.5468, grad_norm: 2.7975 2020-10-15 05:05:02,576 - mmaction - INFO - Epoch [22][1560/1743] lr: 1.000e-02, eta: 1 day, 22:10:56, time: 0.844, data_time: 0.011, memory: 3025, loss_cls: 2.5445, loss: 2.5445, grad_norm: 2.8612 2020-10-15 05:05:19,248 - mmaction - INFO - Epoch [22][1580/1743] lr: 1.000e-02, eta: 1 day, 22:10:04, time: 0.839, data_time: 0.011, memory: 3025, loss_cls: 2.5929, loss: 2.5929, grad_norm: 2.8932 2020-10-15 05:05:36,597 - mmaction - INFO - Epoch [22][1600/1743] lr: 1.000e-02, eta: 1 day, 22:09:15, time: 0.865, data_time: 0.004, memory: 3025, loss_cls: 2.5673, loss: 2.5673, grad_norm: 2.8679 2020-10-15 05:05:53,719 - mmaction - INFO - Epoch [22][1620/1743] lr: 1.000e-02, eta: 1 day, 22:08:24, time: 0.855, data_time: 0.008, memory: 3025, loss_cls: 2.5760, loss: 2.5760, grad_norm: 2.8813 2020-10-15 05:06:11,108 - mmaction - INFO - Epoch [22][1640/1743] lr: 1.000e-02, eta: 1 day, 22:07:35, time: 0.870, data_time: 0.009, memory: 3025, loss_cls: 2.5692, loss: 2.5692, grad_norm: 2.8843 2020-10-15 05:06:27,844 - mmaction - INFO - Epoch [22][1660/1743] lr: 1.000e-02, eta: 1 day, 22:06:43, time: 0.842, data_time: 0.009, memory: 3025, loss_cls: 2.5701, loss: 2.5701, grad_norm: 2.8679 2020-10-15 05:06:44,846 - mmaction - INFO - Epoch [22][1680/1743] lr: 1.000e-02, eta: 1 day, 22:05:52, time: 0.842, data_time: 0.003, memory: 3025, loss_cls: 2.5599, loss: 2.5599, grad_norm: 2.8606 2020-10-15 05:07:02,309 - mmaction - INFO - Epoch [22][1700/1743] lr: 1.000e-02, eta: 1 day, 22:05:03, time: 0.879, data_time: 0.012, memory: 3025, loss_cls: 2.5721, loss: 2.5721, grad_norm: 2.8159 2020-10-15 05:07:19,711 - mmaction - INFO - Epoch [22][1720/1743] lr: 1.000e-02, eta: 1 day, 22:04:14, time: 0.866, data_time: 0.004, memory: 3025, loss_cls: 2.5524, loss: 2.5524, grad_norm: 2.8698 2020-10-15 05:07:37,769 - mmaction - INFO - Epoch [22][1740/1743] lr: 1.000e-02, eta: 1 day, 22:03:27, time: 0.905, data_time: 0.008, memory: 3025, loss_cls: 2.5164, loss: 2.5164, grad_norm: 2.8240 2020-10-15 05:08:12,948 - mmaction - INFO - Epoch [23][20/1743] lr: 1.000e-02, eta: 1 day, 22:03:13, time: 1.601, data_time: 1.166, memory: 3025, loss_cls: 2.4965, loss: 2.4965, grad_norm: 2.7921 2020-10-15 05:08:31,748 - mmaction - INFO - Epoch [23][40/1743] lr: 1.000e-02, eta: 1 day, 22:02:29, time: 0.937, data_time: 0.135, memory: 3025, loss_cls: 2.4905, loss: 2.4905, grad_norm: 2.7589 2020-10-15 05:08:48,791 - mmaction - INFO - Epoch [23][60/1743] lr: 1.000e-02, eta: 1 day, 22:01:38, time: 0.852, data_time: 0.006, memory: 3025, loss_cls: 2.5688, loss: 2.5688, grad_norm: 2.8528 2020-10-15 05:09:05,385 - mmaction - INFO - Epoch [23][80/1743] lr: 1.000e-02, eta: 1 day, 22:00:47, time: 0.832, data_time: 0.006, memory: 3025, loss_cls: 2.5465, loss: 2.5465, grad_norm: 2.8904 2020-10-15 05:09:23,130 - mmaction - INFO - Epoch [23][100/1743] lr: 1.000e-02, eta: 1 day, 21:59:58, time: 0.880, data_time: 0.006, memory: 3025, loss_cls: 2.5503, loss: 2.5503, grad_norm: 2.8575 2020-10-15 05:09:41,037 - mmaction - INFO - Epoch [23][120/1743] lr: 1.000e-02, eta: 1 day, 21:59:11, time: 0.898, data_time: 0.013, memory: 3025, loss_cls: 2.4954, loss: 2.4954, grad_norm: 2.8828 2020-10-15 05:09:57,496 - mmaction - INFO - Epoch [23][140/1743] lr: 1.000e-02, eta: 1 day, 21:58:19, time: 0.829, data_time: 0.008, memory: 3025, loss_cls: 2.5730, loss: 2.5730, grad_norm: 2.8791 2020-10-15 05:10:14,849 - mmaction - INFO - Epoch [23][160/1743] lr: 1.000e-02, eta: 1 day, 21:57:30, time: 0.866, data_time: 0.002, memory: 3025, loss_cls: 2.5384, loss: 2.5384, grad_norm: 2.7968 2020-10-15 05:10:32,247 - mmaction - INFO - Epoch [23][180/1743] lr: 1.000e-02, eta: 1 day, 21:56:41, time: 0.869, data_time: 0.004, memory: 3025, loss_cls: 2.5440, loss: 2.5440, grad_norm: 2.8367 2020-10-15 05:10:49,833 - mmaction - INFO - Epoch [23][200/1743] lr: 1.000e-02, eta: 1 day, 21:55:53, time: 0.880, data_time: 0.010, memory: 3025, loss_cls: 2.5497, loss: 2.5497, grad_norm: 2.8168 2020-10-15 05:11:06,457 - mmaction - INFO - Epoch [23][220/1743] lr: 1.000e-02, eta: 1 day, 21:55:01, time: 0.829, data_time: 0.005, memory: 3025, loss_cls: 2.5484, loss: 2.5484, grad_norm: 2.8432 2020-10-15 05:11:23,075 - mmaction - INFO - Epoch [23][240/1743] lr: 1.000e-02, eta: 1 day, 21:54:10, time: 0.832, data_time: 0.009, memory: 3025, loss_cls: 2.5806, loss: 2.5806, grad_norm: 2.8822 2020-10-15 05:11:40,181 - mmaction - INFO - Epoch [23][260/1743] lr: 1.000e-02, eta: 1 day, 21:53:20, time: 0.854, data_time: 0.005, memory: 3025, loss_cls: 2.5133, loss: 2.5133, grad_norm: 2.8167 2020-10-15 05:11:57,260 - mmaction - INFO - Epoch [23][280/1743] lr: 1.000e-02, eta: 1 day, 21:52:30, time: 0.858, data_time: 0.007, memory: 3025, loss_cls: 2.5545, loss: 2.5545, grad_norm: 2.8382 2020-10-15 05:12:14,418 - mmaction - INFO - Epoch [23][300/1743] lr: 1.000e-02, eta: 1 day, 21:51:40, time: 0.856, data_time: 0.003, memory: 3025, loss_cls: 2.5588, loss: 2.5588, grad_norm: 2.8208 2020-10-15 05:12:31,277 - mmaction - INFO - Epoch [23][320/1743] lr: 1.000e-02, eta: 1 day, 21:50:50, time: 0.845, data_time: 0.005, memory: 3025, loss_cls: 2.5630, loss: 2.5630, grad_norm: 2.8843 2020-10-15 05:12:48,754 - mmaction - INFO - Epoch [23][340/1743] lr: 1.000e-02, eta: 1 day, 21:50:01, time: 0.868, data_time: 0.003, memory: 3025, loss_cls: 2.5336, loss: 2.5336, grad_norm: 2.8455 2020-10-15 05:13:05,971 - mmaction - INFO - Epoch [23][360/1743] lr: 1.000e-02, eta: 1 day, 21:49:12, time: 0.859, data_time: 0.008, memory: 3025, loss_cls: 2.5526, loss: 2.5526, grad_norm: 2.8824 2020-10-15 05:13:23,012 - mmaction - INFO - Epoch [23][380/1743] lr: 1.000e-02, eta: 1 day, 21:48:22, time: 0.857, data_time: 0.012, memory: 3025, loss_cls: 2.5448, loss: 2.5448, grad_norm: 2.9078 2020-10-15 05:13:40,105 - mmaction - INFO - Epoch [23][400/1743] lr: 1.000e-02, eta: 1 day, 21:47:33, time: 0.856, data_time: 0.005, memory: 3025, loss_cls: 2.5470, loss: 2.5470, grad_norm: 2.8841 2020-10-15 05:13:56,982 - mmaction - INFO - Epoch [23][420/1743] lr: 1.000e-02, eta: 1 day, 21:46:42, time: 0.844, data_time: 0.005, memory: 3025, loss_cls: 2.5274, loss: 2.5274, grad_norm: 2.8462 2020-10-15 05:14:13,565 - mmaction - INFO - Epoch [23][440/1743] lr: 1.000e-02, eta: 1 day, 21:45:51, time: 0.827, data_time: 0.005, memory: 3025, loss_cls: 2.5082, loss: 2.5082, grad_norm: 2.8276 2020-10-15 05:14:29,299 - mmaction - INFO - Epoch [23][460/1743] lr: 1.000e-02, eta: 1 day, 21:44:57, time: 0.790, data_time: 0.005, memory: 3025, loss_cls: 2.5731, loss: 2.5731, grad_norm: 2.9212 2020-10-15 05:14:46,750 - mmaction - INFO - Epoch [23][480/1743] lr: 1.000e-02, eta: 1 day, 21:44:08, time: 0.869, data_time: 0.002, memory: 3025, loss_cls: 2.5426, loss: 2.5426, grad_norm: 2.8569 2020-10-15 05:15:03,534 - mmaction - INFO - Epoch [23][500/1743] lr: 1.000e-02, eta: 1 day, 21:43:18, time: 0.841, data_time: 0.006, memory: 3025, loss_cls: 2.5802, loss: 2.5802, grad_norm: 2.8343 2020-10-15 05:15:20,423 - mmaction - INFO - Epoch [23][520/1743] lr: 1.000e-02, eta: 1 day, 21:42:28, time: 0.840, data_time: 0.003, memory: 3025, loss_cls: 2.5766, loss: 2.5766, grad_norm: 2.9609 2020-10-15 05:15:37,603 - mmaction - INFO - Epoch [23][540/1743] lr: 1.000e-02, eta: 1 day, 21:41:39, time: 0.864, data_time: 0.008, memory: 3025, loss_cls: 2.5176, loss: 2.5176, grad_norm: 2.8295 2020-10-15 05:15:53,995 - mmaction - INFO - Epoch [23][560/1743] lr: 1.000e-02, eta: 1 day, 21:40:47, time: 0.818, data_time: 0.003, memory: 3025, loss_cls: 2.5539, loss: 2.5539, grad_norm: 2.8651 2020-10-15 05:16:11,430 - mmaction - INFO - Epoch [23][580/1743] lr: 1.000e-02, eta: 1 day, 21:39:59, time: 0.868, data_time: 0.005, memory: 3025, loss_cls: 2.5704, loss: 2.5704, grad_norm: 2.8479 2020-10-15 05:16:28,210 - mmaction - INFO - Epoch [23][600/1743] lr: 1.000e-02, eta: 1 day, 21:39:08, time: 0.844, data_time: 0.009, memory: 3025, loss_cls: 2.5347, loss: 2.5347, grad_norm: 2.8132 2020-10-15 05:16:44,304 - mmaction - INFO - Epoch [23][620/1743] lr: 1.000e-02, eta: 1 day, 21:38:16, time: 0.805, data_time: 0.004, memory: 3025, loss_cls: 2.5561, loss: 2.5561, grad_norm: 2.9252 2020-10-15 05:17:02,088 - mmaction - INFO - Epoch [23][640/1743] lr: 1.000e-02, eta: 1 day, 21:37:29, time: 0.888, data_time: 0.003, memory: 3025, loss_cls: 2.5076, loss: 2.5076, grad_norm: 2.7967 2020-10-15 05:17:19,643 - mmaction - INFO - Epoch [23][660/1743] lr: 1.000e-02, eta: 1 day, 21:36:41, time: 0.875, data_time: 0.005, memory: 3025, loss_cls: 2.5274, loss: 2.5274, grad_norm: 2.8324 2020-10-15 05:17:36,689 - mmaction - INFO - Epoch [23][680/1743] lr: 1.000e-02, eta: 1 day, 21:35:52, time: 0.857, data_time: 0.007, memory: 3025, loss_cls: 2.5659, loss: 2.5659, grad_norm: 2.8653 2020-10-15 05:17:54,407 - mmaction - INFO - Epoch [23][700/1743] lr: 1.000e-02, eta: 1 day, 21:35:05, time: 0.881, data_time: 0.002, memory: 3025, loss_cls: 2.5624, loss: 2.5624, grad_norm: 2.8258 2020-10-15 05:18:11,491 - mmaction - INFO - Epoch [23][720/1743] lr: 1.000e-02, eta: 1 day, 21:34:16, time: 0.857, data_time: 0.007, memory: 3025, loss_cls: 2.5206, loss: 2.5206, grad_norm: 2.8631 2020-10-15 05:18:28,221 - mmaction - INFO - Epoch [23][740/1743] lr: 1.000e-02, eta: 1 day, 21:33:25, time: 0.832, data_time: 0.006, memory: 3025, loss_cls: 2.5636, loss: 2.5636, grad_norm: 2.9169 2020-10-15 05:18:45,229 - mmaction - INFO - Epoch [23][760/1743] lr: 1.000e-02, eta: 1 day, 21:32:36, time: 0.850, data_time: 0.008, memory: 3025, loss_cls: 2.5661, loss: 2.5661, grad_norm: 2.8695 2020-10-15 05:19:02,224 - mmaction - INFO - Epoch [23][780/1743] lr: 1.000e-02, eta: 1 day, 21:31:46, time: 0.848, data_time: 0.012, memory: 3025, loss_cls: 2.5455, loss: 2.5455, grad_norm: 2.8357 2020-10-15 05:19:19,485 - mmaction - INFO - Epoch [23][800/1743] lr: 1.000e-02, eta: 1 day, 21:30:58, time: 0.860, data_time: 0.011, memory: 3025, loss_cls: 2.5850, loss: 2.5850, grad_norm: 2.9010 2020-10-15 05:19:36,452 - mmaction - INFO - Epoch [23][820/1743] lr: 1.000e-02, eta: 1 day, 21:30:09, time: 0.859, data_time: 0.015, memory: 3025, loss_cls: 2.5503, loss: 2.5503, grad_norm: 2.9081 2020-10-15 05:19:53,160 - mmaction - INFO - Epoch [23][840/1743] lr: 1.000e-02, eta: 1 day, 21:29:19, time: 0.832, data_time: 0.004, memory: 3025, loss_cls: 2.5335, loss: 2.5335, grad_norm: 2.8128 2020-10-15 05:20:09,985 - mmaction - INFO - Epoch [23][860/1743] lr: 1.000e-02, eta: 1 day, 21:28:29, time: 0.840, data_time: 0.007, memory: 3025, loss_cls: 2.5128, loss: 2.5128, grad_norm: 2.8302 2020-10-15 05:20:26,779 - mmaction - INFO - Epoch [23][880/1743] lr: 1.000e-02, eta: 1 day, 21:27:39, time: 0.840, data_time: 0.009, memory: 3025, loss_cls: 2.5202, loss: 2.5202, grad_norm: 2.8503 2020-10-15 05:20:43,493 - mmaction - INFO - Epoch [23][900/1743] lr: 1.000e-02, eta: 1 day, 21:26:49, time: 0.838, data_time: 0.007, memory: 3025, loss_cls: 2.5509, loss: 2.5509, grad_norm: 2.8691 2020-10-15 05:21:00,195 - mmaction - INFO - Epoch [23][920/1743] lr: 1.000e-02, eta: 1 day, 21:25:59, time: 0.836, data_time: 0.005, memory: 3025, loss_cls: 2.5445, loss: 2.5445, grad_norm: 2.8581 2020-10-15 05:21:17,351 - mmaction - INFO - Epoch [23][940/1743] lr: 1.000e-02, eta: 1 day, 21:25:10, time: 0.855, data_time: 0.015, memory: 3025, loss_cls: 2.5561, loss: 2.5561, grad_norm: 2.8987 2020-10-15 05:21:33,849 - mmaction - INFO - Epoch [23][960/1743] lr: 1.000e-02, eta: 1 day, 21:24:20, time: 0.830, data_time: 0.007, memory: 3025, loss_cls: 2.6026, loss: 2.6026, grad_norm: 2.9236 2020-10-15 05:21:50,813 - mmaction - INFO - Epoch [23][980/1743] lr: 1.000e-02, eta: 1 day, 21:23:31, time: 0.845, data_time: 0.002, memory: 3025, loss_cls: 2.5887, loss: 2.5887, grad_norm: 2.9131 2020-10-15 05:22:08,306 - mmaction - INFO - Epoch [23][1000/1743] lr: 1.000e-02, eta: 1 day, 21:22:43, time: 0.875, data_time: 0.008, memory: 3025, loss_cls: 2.5608, loss: 2.5608, grad_norm: 2.9287 2020-10-15 05:22:24,824 - mmaction - INFO - Epoch [23][1020/1743] lr: 1.000e-02, eta: 1 day, 21:21:53, time: 0.827, data_time: 0.006, memory: 3025, loss_cls: 2.5203, loss: 2.5203, grad_norm: 2.8095 2020-10-15 05:22:41,176 - mmaction - INFO - Epoch [23][1040/1743] lr: 1.000e-02, eta: 1 day, 21:21:02, time: 0.817, data_time: 0.007, memory: 3025, loss_cls: 2.5142, loss: 2.5142, grad_norm: 2.8435 2020-10-15 05:22:58,518 - mmaction - INFO - Epoch [23][1060/1743] lr: 1.000e-02, eta: 1 day, 21:20:14, time: 0.868, data_time: 0.006, memory: 3025, loss_cls: 2.5333, loss: 2.5333, grad_norm: 2.8616 2020-10-15 05:23:15,909 - mmaction - INFO - Epoch [23][1080/1743] lr: 1.000e-02, eta: 1 day, 21:19:26, time: 0.869, data_time: 0.004, memory: 3025, loss_cls: 2.5129, loss: 2.5129, grad_norm: 2.8913 2020-10-15 05:23:32,124 - mmaction - INFO - Epoch [23][1100/1743] lr: 1.000e-02, eta: 1 day, 21:18:35, time: 0.809, data_time: 0.005, memory: 3025, loss_cls: 2.5555, loss: 2.5555, grad_norm: 2.8698 2020-10-15 05:23:48,975 - mmaction - INFO - Epoch [23][1120/1743] lr: 1.000e-02, eta: 1 day, 21:17:46, time: 0.844, data_time: 0.009, memory: 3025, loss_cls: 2.5526, loss: 2.5526, grad_norm: 2.8683 2020-10-15 05:24:05,437 - mmaction - INFO - Epoch [23][1140/1743] lr: 1.000e-02, eta: 1 day, 21:16:55, time: 0.821, data_time: 0.003, memory: 3025, loss_cls: 2.5537, loss: 2.5537, grad_norm: 2.8611 2020-10-15 05:24:23,164 - mmaction - INFO - Epoch [23][1160/1743] lr: 1.000e-02, eta: 1 day, 21:16:09, time: 0.887, data_time: 0.010, memory: 3025, loss_cls: 2.5320, loss: 2.5320, grad_norm: 2.8022 2020-10-15 05:24:40,259 - mmaction - INFO - Epoch [23][1180/1743] lr: 1.000e-02, eta: 1 day, 21:15:21, time: 0.856, data_time: 0.006, memory: 3025, loss_cls: 2.5565, loss: 2.5565, grad_norm: 2.8844 2020-10-15 05:24:57,641 - mmaction - INFO - Epoch [23][1200/1743] lr: 1.000e-02, eta: 1 day, 21:14:33, time: 0.869, data_time: 0.004, memory: 3025, loss_cls: 2.5476, loss: 2.5476, grad_norm: 2.8319 2020-10-15 05:25:14,688 - mmaction - INFO - Epoch [23][1220/1743] lr: 1.000e-02, eta: 1 day, 21:13:45, time: 0.849, data_time: 0.005, memory: 3025, loss_cls: 2.5204, loss: 2.5204, grad_norm: 2.8400 2020-10-15 05:25:32,092 - mmaction - INFO - Epoch [23][1240/1743] lr: 1.000e-02, eta: 1 day, 21:12:58, time: 0.874, data_time: 0.006, memory: 3025, loss_cls: 2.5399, loss: 2.5399, grad_norm: 2.8538 2020-10-15 05:25:48,640 - mmaction - INFO - Epoch [23][1260/1743] lr: 1.000e-02, eta: 1 day, 21:12:08, time: 0.827, data_time: 0.003, memory: 3025, loss_cls: 2.5895, loss: 2.5895, grad_norm: 2.8857 2020-10-15 05:26:05,252 - mmaction - INFO - Epoch [23][1280/1743] lr: 1.000e-02, eta: 1 day, 21:11:18, time: 0.831, data_time: 0.004, memory: 3025, loss_cls: 2.5695, loss: 2.5695, grad_norm: 2.8945 2020-10-15 05:26:22,872 - mmaction - INFO - Epoch [23][1300/1743] lr: 1.000e-02, eta: 1 day, 21:10:31, time: 0.877, data_time: 0.005, memory: 3025, loss_cls: 2.4980, loss: 2.4980, grad_norm: 2.8538 2020-10-15 05:26:39,894 - mmaction - INFO - Epoch [23][1320/1743] lr: 1.000e-02, eta: 1 day, 21:09:43, time: 0.854, data_time: 0.009, memory: 3025, loss_cls: 2.5638, loss: 2.5638, grad_norm: 2.8884 2020-10-15 05:26:56,529 - mmaction - INFO - Epoch [23][1340/1743] lr: 1.000e-02, eta: 1 day, 21:08:53, time: 0.832, data_time: 0.004, memory: 3025, loss_cls: 2.5305, loss: 2.5305, grad_norm: 2.8830 2020-10-15 05:27:13,598 - mmaction - INFO - Epoch [23][1360/1743] lr: 1.000e-02, eta: 1 day, 21:08:05, time: 0.855, data_time: 0.005, memory: 3025, loss_cls: 2.5285, loss: 2.5285, grad_norm: 2.8694 2020-10-15 05:27:30,262 - mmaction - INFO - Epoch [23][1380/1743] lr: 1.000e-02, eta: 1 day, 21:07:16, time: 0.832, data_time: 0.003, memory: 3025, loss_cls: 2.5626, loss: 2.5626, grad_norm: 2.9254 2020-10-15 05:27:47,015 - mmaction - INFO - Epoch [23][1400/1743] lr: 1.000e-02, eta: 1 day, 21:06:27, time: 0.838, data_time: 0.004, memory: 3025, loss_cls: 2.6048, loss: 2.6048, grad_norm: 2.9143 2020-10-15 05:28:03,890 - mmaction - INFO - Epoch [23][1420/1743] lr: 1.000e-02, eta: 1 day, 21:05:37, time: 0.838, data_time: 0.007, memory: 3025, loss_cls: 2.5533, loss: 2.5533, grad_norm: 2.8962 2020-10-15 05:28:21,239 - mmaction - INFO - Epoch [23][1440/1743] lr: 1.000e-02, eta: 1 day, 21:04:51, time: 0.872, data_time: 0.010, memory: 3025, loss_cls: 2.5135, loss: 2.5135, grad_norm: 2.8600 2020-10-15 05:28:38,511 - mmaction - INFO - Epoch [23][1460/1743] lr: 1.000e-02, eta: 1 day, 21:04:04, time: 0.865, data_time: 0.004, memory: 3025, loss_cls: 2.5463, loss: 2.5463, grad_norm: 2.8383 2020-10-15 05:28:55,786 - mmaction - INFO - Epoch [23][1480/1743] lr: 1.000e-02, eta: 1 day, 21:03:16, time: 0.864, data_time: 0.005, memory: 3025, loss_cls: 2.5346, loss: 2.5346, grad_norm: 2.8316 2020-10-15 05:29:12,356 - mmaction - INFO - Epoch [23][1500/1743] lr: 1.000e-02, eta: 1 day, 21:02:27, time: 0.829, data_time: 0.004, memory: 3025, loss_cls: 2.5012, loss: 2.5012, grad_norm: 2.8693 2020-10-15 05:29:28,438 - mmaction - INFO - Epoch [23][1520/1743] lr: 1.000e-02, eta: 1 day, 21:01:35, time: 0.803, data_time: 0.003, memory: 3025, loss_cls: 2.5248, loss: 2.5248, grad_norm: 2.8085 2020-10-15 05:29:46,305 - mmaction - INFO - Epoch [23][1540/1743] lr: 1.000e-02, eta: 1 day, 21:00:50, time: 0.892, data_time: 0.006, memory: 3025, loss_cls: 2.5603, loss: 2.5603, grad_norm: 2.8773 2020-10-15 05:30:03,733 - mmaction - INFO - Epoch [23][1560/1743] lr: 1.000e-02, eta: 1 day, 21:00:03, time: 0.869, data_time: 0.005, memory: 3025, loss_cls: 2.5382, loss: 2.5382, grad_norm: 2.9091 2020-10-15 05:30:20,145 - mmaction - INFO - Epoch [23][1580/1743] lr: 1.000e-02, eta: 1 day, 20:59:14, time: 0.826, data_time: 0.009, memory: 3025, loss_cls: 2.5572, loss: 2.5572, grad_norm: 2.9196 2020-10-15 05:30:37,908 - mmaction - INFO - Epoch [23][1600/1743] lr: 1.000e-02, eta: 1 day, 20:58:28, time: 0.882, data_time: 0.003, memory: 3025, loss_cls: 2.5604, loss: 2.5604, grad_norm: 2.8918 2020-10-15 05:30:54,681 - mmaction - INFO - Epoch [23][1620/1743] lr: 1.000e-02, eta: 1 day, 20:57:39, time: 0.844, data_time: 0.012, memory: 3025, loss_cls: 2.5364, loss: 2.5364, grad_norm: 2.8324 2020-10-15 05:31:11,642 - mmaction - INFO - Epoch [23][1640/1743] lr: 1.000e-02, eta: 1 day, 20:56:51, time: 0.843, data_time: 0.002, memory: 3025, loss_cls: 2.5661, loss: 2.5661, grad_norm: 2.9130 2020-10-15 05:31:28,384 - mmaction - INFO - Epoch [23][1660/1743] lr: 1.000e-02, eta: 1 day, 20:56:03, time: 0.842, data_time: 0.007, memory: 3025, loss_cls: 2.5792, loss: 2.5792, grad_norm: 2.8774 2020-10-15 05:31:44,940 - mmaction - INFO - Epoch [23][1680/1743] lr: 1.000e-02, eta: 1 day, 20:55:13, time: 0.827, data_time: 0.002, memory: 3025, loss_cls: 2.5214, loss: 2.5214, grad_norm: 2.8776 2020-10-15 05:32:01,151 - mmaction - INFO - Epoch [23][1700/1743] lr: 1.000e-02, eta: 1 day, 20:54:23, time: 0.811, data_time: 0.004, memory: 3025, loss_cls: 2.5623, loss: 2.5623, grad_norm: 2.9471 2020-10-15 05:32:17,870 - mmaction - INFO - Epoch [23][1720/1743] lr: 1.000e-02, eta: 1 day, 20:53:34, time: 0.836, data_time: 0.003, memory: 3025, loss_cls: 2.5161, loss: 2.5161, grad_norm: 2.8311 2020-10-15 05:32:34,904 - mmaction - INFO - Epoch [23][1740/1743] lr: 1.000e-02, eta: 1 day, 20:52:46, time: 0.852, data_time: 0.004, memory: 3025, loss_cls: 2.5218, loss: 2.5218, grad_norm: 2.8243 2020-10-15 05:33:09,554 - mmaction - INFO - Epoch [24][20/1743] lr: 1.000e-02, eta: 1 day, 20:52:32, time: 1.583, data_time: 0.807, memory: 3025, loss_cls: 2.5385, loss: 2.5385, grad_norm: 2.8634 2020-10-15 05:33:27,825 - mmaction - INFO - Epoch [24][40/1743] lr: 1.000e-02, eta: 1 day, 20:51:49, time: 0.915, data_time: 0.010, memory: 3025, loss_cls: 2.5605, loss: 2.5605, grad_norm: 2.8301 2020-10-15 05:33:45,401 - mmaction - INFO - Epoch [24][60/1743] lr: 1.000e-02, eta: 1 day, 20:51:03, time: 0.878, data_time: 0.005, memory: 3025, loss_cls: 2.5212, loss: 2.5212, grad_norm: 2.8447 2020-10-15 05:34:02,866 - mmaction - INFO - Epoch [24][80/1743] lr: 1.000e-02, eta: 1 day, 20:50:17, time: 0.874, data_time: 0.006, memory: 3025, loss_cls: 2.5197, loss: 2.5197, grad_norm: 2.8332 2020-10-15 05:34:20,698 - mmaction - INFO - Epoch [24][100/1743] lr: 1.000e-02, eta: 1 day, 20:49:32, time: 0.889, data_time: 0.004, memory: 3025, loss_cls: 2.5417, loss: 2.5417, grad_norm: 2.8402 2020-10-15 05:34:37,613 - mmaction - INFO - Epoch [24][120/1743] lr: 1.000e-02, eta: 1 day, 20:48:44, time: 0.846, data_time: 0.006, memory: 3025, loss_cls: 2.5599, loss: 2.5599, grad_norm: 2.8785 2020-10-15 05:34:54,103 - mmaction - INFO - Epoch [24][140/1743] lr: 1.000e-02, eta: 1 day, 20:47:55, time: 0.829, data_time: 0.007, memory: 3025, loss_cls: 2.5578, loss: 2.5578, grad_norm: 2.8632 2020-10-15 05:35:09,918 - mmaction - INFO - Epoch [24][160/1743] lr: 1.000e-02, eta: 1 day, 20:47:03, time: 0.788, data_time: 0.003, memory: 3025, loss_cls: 2.5094, loss: 2.5094, grad_norm: 2.8484 2020-10-15 05:35:26,912 - mmaction - INFO - Epoch [24][180/1743] lr: 1.000e-02, eta: 1 day, 20:46:15, time: 0.850, data_time: 0.006, memory: 3025, loss_cls: 2.5544, loss: 2.5544, grad_norm: 2.8621 2020-10-15 05:35:43,319 - mmaction - INFO - Epoch [24][200/1743] lr: 1.000e-02, eta: 1 day, 20:45:26, time: 0.822, data_time: 0.005, memory: 3025, loss_cls: 2.4958, loss: 2.4958, grad_norm: 2.8367 2020-10-15 05:36:00,048 - mmaction - INFO - Epoch [24][220/1743] lr: 1.000e-02, eta: 1 day, 20:44:37, time: 0.833, data_time: 0.005, memory: 3025, loss_cls: 2.5620, loss: 2.5620, grad_norm: 2.8992 2020-10-15 05:36:16,910 - mmaction - INFO - Epoch [24][240/1743] lr: 1.000e-02, eta: 1 day, 20:43:50, time: 0.849, data_time: 0.007, memory: 3025, loss_cls: 2.5011, loss: 2.5011, grad_norm: 2.8505 2020-10-15 05:36:33,542 - mmaction - INFO - Epoch [24][260/1743] lr: 1.000e-02, eta: 1 day, 20:43:01, time: 0.830, data_time: 0.002, memory: 3025, loss_cls: 2.5251, loss: 2.5251, grad_norm: 2.9411 2020-10-15 05:36:50,415 - mmaction - INFO - Epoch [24][280/1743] lr: 1.000e-02, eta: 1 day, 20:42:14, time: 0.845, data_time: 0.005, memory: 3025, loss_cls: 2.5662, loss: 2.5662, grad_norm: 2.8882 2020-10-15 05:37:07,022 - mmaction - INFO - Epoch [24][300/1743] lr: 1.000e-02, eta: 1 day, 20:41:25, time: 0.828, data_time: 0.004, memory: 3025, loss_cls: 2.5248, loss: 2.5248, grad_norm: 2.8933 2020-10-15 05:37:23,952 - mmaction - INFO - Epoch [24][320/1743] lr: 1.000e-02, eta: 1 day, 20:40:37, time: 0.848, data_time: 0.004, memory: 3025, loss_cls: 2.5602, loss: 2.5602, grad_norm: 2.8939 2020-10-15 05:37:40,942 - mmaction - INFO - Epoch [24][340/1743] lr: 1.000e-02, eta: 1 day, 20:39:50, time: 0.850, data_time: 0.003, memory: 3025, loss_cls: 2.5611, loss: 2.5611, grad_norm: 2.9478 2020-10-15 05:37:57,839 - mmaction - INFO - Epoch [24][360/1743] lr: 1.000e-02, eta: 1 day, 20:39:02, time: 0.841, data_time: 0.002, memory: 3025, loss_cls: 2.5388, loss: 2.5388, grad_norm: 2.8487 2020-10-15 05:38:15,166 - mmaction - INFO - Epoch [24][380/1743] lr: 1.000e-02, eta: 1 day, 20:38:16, time: 0.863, data_time: 0.005, memory: 3025, loss_cls: 2.4892, loss: 2.4892, grad_norm: 2.8130 2020-10-15 05:38:32,157 - mmaction - INFO - Epoch [24][400/1743] lr: 1.000e-02, eta: 1 day, 20:37:29, time: 0.854, data_time: 0.010, memory: 3025, loss_cls: 2.5192, loss: 2.5192, grad_norm: 2.8570 2020-10-15 05:38:49,372 - mmaction - INFO - Epoch [24][420/1743] lr: 1.000e-02, eta: 1 day, 20:36:42, time: 0.858, data_time: 0.005, memory: 3025, loss_cls: 2.5405, loss: 2.5405, grad_norm: 2.8761 2020-10-15 05:39:06,363 - mmaction - INFO - Epoch [24][440/1743] lr: 1.000e-02, eta: 1 day, 20:35:55, time: 0.850, data_time: 0.011, memory: 3025, loss_cls: 2.5371, loss: 2.5371, grad_norm: 2.8481 2020-10-15 05:39:23,180 - mmaction - INFO - Epoch [24][460/1743] lr: 1.000e-02, eta: 1 day, 20:35:08, time: 0.844, data_time: 0.007, memory: 3025, loss_cls: 2.5376, loss: 2.5376, grad_norm: 2.8632 2020-10-15 05:39:39,258 - mmaction - INFO - Epoch [24][480/1743] lr: 1.000e-02, eta: 1 day, 20:34:17, time: 0.799, data_time: 0.003, memory: 3025, loss_cls: 2.4746, loss: 2.4746, grad_norm: 2.8268 2020-10-15 05:39:56,277 - mmaction - INFO - Epoch [24][500/1743] lr: 1.000e-02, eta: 1 day, 20:33:30, time: 0.853, data_time: 0.015, memory: 3025, loss_cls: 2.5268, loss: 2.5268, grad_norm: 2.8302 2020-10-15 05:40:13,099 - mmaction - INFO - Epoch [24][520/1743] lr: 1.000e-02, eta: 1 day, 20:32:43, time: 0.844, data_time: 0.010, memory: 3025, loss_cls: 2.5457, loss: 2.5457, grad_norm: 2.9131 2020-10-15 05:40:29,804 - mmaction - INFO - Epoch [24][540/1743] lr: 1.000e-02, eta: 1 day, 20:31:55, time: 0.835, data_time: 0.005, memory: 3025, loss_cls: 2.5460, loss: 2.5460, grad_norm: 2.9588 2020-10-15 05:40:46,636 - mmaction - INFO - Epoch [24][560/1743] lr: 1.000e-02, eta: 1 day, 20:31:07, time: 0.842, data_time: 0.004, memory: 3025, loss_cls: 2.5594, loss: 2.5594, grad_norm: 2.9080 2020-10-15 05:41:03,427 - mmaction - INFO - Epoch [24][580/1743] lr: 1.000e-02, eta: 1 day, 20:30:20, time: 0.839, data_time: 0.004, memory: 3025, loss_cls: 2.5634, loss: 2.5634, grad_norm: 2.9106 2020-10-15 05:41:20,440 - mmaction - INFO - Epoch [24][600/1743] lr: 1.000e-02, eta: 1 day, 20:29:33, time: 0.850, data_time: 0.007, memory: 3025, loss_cls: 2.5336, loss: 2.5336, grad_norm: 2.9134 2020-10-15 05:41:37,155 - mmaction - INFO - Epoch [24][620/1743] lr: 1.000e-02, eta: 1 day, 20:28:45, time: 0.837, data_time: 0.005, memory: 3025, loss_cls: 2.5204, loss: 2.5204, grad_norm: 2.9013 2020-10-15 05:41:53,713 - mmaction - INFO - Epoch [24][640/1743] lr: 1.000e-02, eta: 1 day, 20:27:57, time: 0.828, data_time: 0.002, memory: 3025, loss_cls: 2.5661, loss: 2.5661, grad_norm: 2.8504 2020-10-15 05:42:10,269 - mmaction - INFO - Epoch [24][660/1743] lr: 1.000e-02, eta: 1 day, 20:27:08, time: 0.824, data_time: 0.004, memory: 3025, loss_cls: 2.5149, loss: 2.5149, grad_norm: 2.8205 2020-10-15 05:42:27,353 - mmaction - INFO - Epoch [24][680/1743] lr: 1.000e-02, eta: 1 day, 20:26:22, time: 0.856, data_time: 0.007, memory: 3025, loss_cls: 2.5240, loss: 2.5240, grad_norm: 2.8400 2020-10-15 05:42:44,282 - mmaction - INFO - Epoch [24][700/1743] lr: 1.000e-02, eta: 1 day, 20:25:35, time: 0.848, data_time: 0.006, memory: 3025, loss_cls: 2.5375, loss: 2.5375, grad_norm: 2.8372 2020-10-15 05:43:01,328 - mmaction - INFO - Epoch [24][720/1743] lr: 1.000e-02, eta: 1 day, 20:24:48, time: 0.846, data_time: 0.004, memory: 3025, loss_cls: 2.5374, loss: 2.5374, grad_norm: 2.8845 2020-10-15 05:43:18,502 - mmaction - INFO - Epoch [24][740/1743] lr: 1.000e-02, eta: 1 day, 20:24:02, time: 0.862, data_time: 0.012, memory: 3025, loss_cls: 2.5227, loss: 2.5227, grad_norm: 2.8263 2020-10-15 05:43:35,695 - mmaction - INFO - Epoch [24][760/1743] lr: 1.000e-02, eta: 1 day, 20:23:16, time: 0.857, data_time: 0.006, memory: 3025, loss_cls: 2.5204, loss: 2.5204, grad_norm: 2.8147 2020-10-15 05:43:52,590 - mmaction - INFO - Epoch [24][780/1743] lr: 1.000e-02, eta: 1 day, 20:22:29, time: 0.850, data_time: 0.009, memory: 3025, loss_cls: 2.5564, loss: 2.5564, grad_norm: 2.8679 2020-10-15 05:44:09,750 - mmaction - INFO - Epoch [24][800/1743] lr: 1.000e-02, eta: 1 day, 20:21:43, time: 0.861, data_time: 0.007, memory: 3025, loss_cls: 2.5607, loss: 2.5607, grad_norm: 2.9317 2020-10-15 05:44:26,652 - mmaction - INFO - Epoch [24][820/1743] lr: 1.000e-02, eta: 1 day, 20:20:56, time: 0.841, data_time: 0.001, memory: 3025, loss_cls: 2.5435, loss: 2.5435, grad_norm: 2.8461 2020-10-15 05:44:43,581 - mmaction - INFO - Epoch [24][840/1743] lr: 1.000e-02, eta: 1 day, 20:20:10, time: 0.849, data_time: 0.006, memory: 3025, loss_cls: 2.5481, loss: 2.5481, grad_norm: 2.9262 2020-10-15 05:45:00,092 - mmaction - INFO - Epoch [24][860/1743] lr: 1.000e-02, eta: 1 day, 20:19:21, time: 0.817, data_time: 0.002, memory: 3025, loss_cls: 2.5831, loss: 2.5831, grad_norm: 2.9213 2020-10-15 05:45:16,873 - mmaction - INFO - Epoch [24][880/1743] lr: 1.000e-02, eta: 1 day, 20:18:34, time: 0.844, data_time: 0.011, memory: 3025, loss_cls: 2.5645, loss: 2.5645, grad_norm: 2.8971 2020-10-15 05:45:33,168 - mmaction - INFO - Epoch [24][900/1743] lr: 1.000e-02, eta: 1 day, 20:17:45, time: 0.811, data_time: 0.006, memory: 3025, loss_cls: 2.5227, loss: 2.5227, grad_norm: 2.8706 2020-10-15 05:45:50,216 - mmaction - INFO - Epoch [24][920/1743] lr: 1.000e-02, eta: 1 day, 20:16:59, time: 0.858, data_time: 0.012, memory: 3025, loss_cls: 2.5438, loss: 2.5438, grad_norm: 2.8584 2020-10-15 05:46:06,475 - mmaction - INFO - Epoch [24][940/1743] lr: 1.000e-02, eta: 1 day, 20:16:10, time: 0.809, data_time: 0.017, memory: 3025, loss_cls: 2.5761, loss: 2.5761, grad_norm: 2.9247 2020-10-15 05:46:23,110 - mmaction - INFO - Epoch [24][960/1743] lr: 1.000e-02, eta: 1 day, 20:15:23, time: 0.833, data_time: 0.034, memory: 3025, loss_cls: 2.5498, loss: 2.5498, grad_norm: 2.9328 2020-10-15 05:46:39,256 - mmaction - INFO - Epoch [24][980/1743] lr: 1.000e-02, eta: 1 day, 20:14:34, time: 0.807, data_time: 0.007, memory: 3025, loss_cls: 2.5335, loss: 2.5335, grad_norm: 2.8433 2020-10-15 05:46:56,430 - mmaction - INFO - Epoch [24][1000/1743] lr: 1.000e-02, eta: 1 day, 20:13:48, time: 0.861, data_time: 0.007, memory: 3025, loss_cls: 2.5345, loss: 2.5345, grad_norm: 2.8249 2020-10-15 05:47:13,151 - mmaction - INFO - Epoch [24][1020/1743] lr: 1.000e-02, eta: 1 day, 20:13:00, time: 0.831, data_time: 0.005, memory: 3025, loss_cls: 2.5608, loss: 2.5608, grad_norm: 2.8733 2020-10-15 05:47:29,227 - mmaction - INFO - Epoch [24][1040/1743] lr: 1.000e-02, eta: 1 day, 20:12:11, time: 0.808, data_time: 0.009, memory: 3025, loss_cls: 2.5416, loss: 2.5416, grad_norm: 2.8603 2020-10-15 05:47:46,149 - mmaction - INFO - Epoch [24][1060/1743] lr: 1.000e-02, eta: 1 day, 20:11:25, time: 0.849, data_time: 0.008, memory: 3025, loss_cls: 2.5349, loss: 2.5349, grad_norm: 2.8584 2020-10-15 05:48:03,039 - mmaction - INFO - Epoch [24][1080/1743] lr: 1.000e-02, eta: 1 day, 20:10:38, time: 0.840, data_time: 0.009, memory: 3025, loss_cls: 2.5490, loss: 2.5490, grad_norm: 2.8520 2020-10-15 05:48:19,544 - mmaction - INFO - Epoch [24][1100/1743] lr: 1.000e-02, eta: 1 day, 20:09:51, time: 0.830, data_time: 0.006, memory: 3025, loss_cls: 2.5090, loss: 2.5090, grad_norm: 2.8730 2020-10-15 05:48:36,402 - mmaction - INFO - Epoch [24][1120/1743] lr: 1.000e-02, eta: 1 day, 20:09:04, time: 0.839, data_time: 0.002, memory: 3025, loss_cls: 2.5215, loss: 2.5215, grad_norm: 2.9397 2020-10-15 05:48:53,468 - mmaction - INFO - Epoch [24][1140/1743] lr: 1.000e-02, eta: 1 day, 20:08:18, time: 0.856, data_time: 0.007, memory: 3025, loss_cls: 2.4767, loss: 2.4767, grad_norm: 2.8310 2020-10-15 05:49:10,694 - mmaction - INFO - Epoch [24][1160/1743] lr: 1.000e-02, eta: 1 day, 20:07:33, time: 0.862, data_time: 0.004, memory: 3025, loss_cls: 2.5122, loss: 2.5122, grad_norm: 2.8792 2020-10-15 05:49:27,593 - mmaction - INFO - Epoch [24][1180/1743] lr: 1.000e-02, eta: 1 day, 20:06:46, time: 0.838, data_time: 0.004, memory: 3025, loss_cls: 2.5174, loss: 2.5174, grad_norm: 2.9422 2020-10-15 05:49:44,872 - mmaction - INFO - Epoch [24][1200/1743] lr: 1.000e-02, eta: 1 day, 20:06:01, time: 0.863, data_time: 0.010, memory: 3025, loss_cls: 2.5264, loss: 2.5264, grad_norm: 2.8532 2020-10-15 05:50:01,962 - mmaction - INFO - Epoch [24][1220/1743] lr: 1.000e-02, eta: 1 day, 20:05:16, time: 0.861, data_time: 0.010, memory: 3025, loss_cls: 2.5348, loss: 2.5348, grad_norm: 2.8997 2020-10-15 05:50:19,081 - mmaction - INFO - Epoch [24][1240/1743] lr: 1.000e-02, eta: 1 day, 20:04:30, time: 0.853, data_time: 0.003, memory: 3025, loss_cls: 2.5705, loss: 2.5705, grad_norm: 2.9131 2020-10-15 05:50:36,337 - mmaction - INFO - Epoch [24][1260/1743] lr: 1.000e-02, eta: 1 day, 20:03:45, time: 0.866, data_time: 0.007, memory: 3025, loss_cls: 2.5451, loss: 2.5451, grad_norm: 2.8817 2020-10-15 05:50:54,177 - mmaction - INFO - Epoch [24][1280/1743] lr: 1.000e-02, eta: 1 day, 20:03:02, time: 0.894, data_time: 0.002, memory: 3025, loss_cls: 2.5051, loss: 2.5051, grad_norm: 2.8552 2020-10-15 05:51:11,246 - mmaction - INFO - Epoch [24][1300/1743] lr: 1.000e-02, eta: 1 day, 20:02:16, time: 0.850, data_time: 0.002, memory: 3025, loss_cls: 2.5481, loss: 2.5481, grad_norm: 2.8440 2020-10-15 05:51:27,650 - mmaction - INFO - Epoch [24][1320/1743] lr: 1.000e-02, eta: 1 day, 20:01:28, time: 0.822, data_time: 0.004, memory: 3025, loss_cls: 2.5588, loss: 2.5588, grad_norm: 2.9367 2020-10-15 05:51:45,069 - mmaction - INFO - Epoch [24][1340/1743] lr: 1.000e-02, eta: 1 day, 20:00:44, time: 0.869, data_time: 0.003, memory: 3025, loss_cls: 2.5324, loss: 2.5324, grad_norm: 2.8729 2020-10-15 05:52:03,010 - mmaction - INFO - Epoch [24][1360/1743] lr: 1.000e-02, eta: 1 day, 20:00:01, time: 0.899, data_time: 0.005, memory: 3025, loss_cls: 2.5374, loss: 2.5374, grad_norm: 2.9172 2020-10-15 05:52:20,072 - mmaction - INFO - Epoch [24][1380/1743] lr: 1.000e-02, eta: 1 day, 19:59:15, time: 0.849, data_time: 0.003, memory: 3025, loss_cls: 2.5414, loss: 2.5414, grad_norm: 2.8788 2020-10-15 05:52:36,835 - mmaction - INFO - Epoch [24][1400/1743] lr: 1.000e-02, eta: 1 day, 19:58:29, time: 0.844, data_time: 0.007, memory: 3025, loss_cls: 2.5116, loss: 2.5116, grad_norm: 2.8511 2020-10-15 05:52:53,510 - mmaction - INFO - Epoch [24][1420/1743] lr: 1.000e-02, eta: 1 day, 19:57:42, time: 0.830, data_time: 0.001, memory: 3025, loss_cls: 2.5422, loss: 2.5422, grad_norm: 2.8314 2020-10-15 05:53:10,683 - mmaction - INFO - Epoch [24][1440/1743] lr: 1.000e-02, eta: 1 day, 19:56:57, time: 0.860, data_time: 0.006, memory: 3025, loss_cls: 2.4889, loss: 2.4889, grad_norm: 2.8296 2020-10-15 05:53:28,546 - mmaction - INFO - Epoch [24][1460/1743] lr: 1.000e-02, eta: 1 day, 19:56:14, time: 0.890, data_time: 0.004, memory: 3025, loss_cls: 2.5108, loss: 2.5108, grad_norm: 2.8852 2020-10-15 05:53:45,930 - mmaction - INFO - Epoch [24][1480/1743] lr: 1.000e-02, eta: 1 day, 19:55:30, time: 0.868, data_time: 0.006, memory: 3025, loss_cls: 2.5493, loss: 2.5493, grad_norm: 2.8544 2020-10-15 05:54:02,683 - mmaction - INFO - Epoch [24][1500/1743] lr: 1.000e-02, eta: 1 day, 19:54:43, time: 0.840, data_time: 0.009, memory: 3025, loss_cls: 2.5425, loss: 2.5425, grad_norm: 2.8837 2020-10-15 05:54:19,303 - mmaction - INFO - Epoch [24][1520/1743] lr: 1.000e-02, eta: 1 day, 19:53:56, time: 0.828, data_time: 0.007, memory: 3025, loss_cls: 2.5338, loss: 2.5338, grad_norm: 2.8992 2020-10-15 05:54:36,099 - mmaction - INFO - Epoch [24][1540/1743] lr: 1.000e-02, eta: 1 day, 19:53:10, time: 0.844, data_time: 0.009, memory: 3025, loss_cls: 2.5464, loss: 2.5464, grad_norm: 2.9017 2020-10-15 05:54:52,542 - mmaction - INFO - Epoch [24][1560/1743] lr: 1.000e-02, eta: 1 day, 19:52:23, time: 0.824, data_time: 0.004, memory: 3025, loss_cls: 2.5209, loss: 2.5209, grad_norm: 2.8652 2020-10-15 05:55:09,439 - mmaction - INFO - Epoch [24][1580/1743] lr: 1.000e-02, eta: 1 day, 19:51:37, time: 0.844, data_time: 0.002, memory: 3025, loss_cls: 2.5492, loss: 2.5492, grad_norm: 2.8815 2020-10-15 05:55:25,958 - mmaction - INFO - Epoch [24][1600/1743] lr: 1.000e-02, eta: 1 day, 19:50:50, time: 0.824, data_time: 0.003, memory: 3025, loss_cls: 2.5422, loss: 2.5422, grad_norm: 2.8779 2020-10-15 05:55:42,094 - mmaction - INFO - Epoch [24][1620/1743] lr: 1.000e-02, eta: 1 day, 19:50:02, time: 0.805, data_time: 0.007, memory: 3025, loss_cls: 2.5401, loss: 2.5401, grad_norm: 2.8897 2020-10-15 05:55:58,837 - mmaction - INFO - Epoch [24][1640/1743] lr: 1.000e-02, eta: 1 day, 19:49:16, time: 0.840, data_time: 0.005, memory: 3025, loss_cls: 2.5256, loss: 2.5256, grad_norm: 2.8495 2020-10-15 05:56:15,195 - mmaction - INFO - Epoch [24][1660/1743] lr: 1.000e-02, eta: 1 day, 19:48:28, time: 0.817, data_time: 0.003, memory: 3025, loss_cls: 2.5114, loss: 2.5114, grad_norm: 2.9120 2020-10-15 05:56:31,803 - mmaction - INFO - Epoch [24][1680/1743] lr: 1.000e-02, eta: 1 day, 19:47:42, time: 0.830, data_time: 0.003, memory: 3025, loss_cls: 2.5667, loss: 2.5667, grad_norm: 2.9524 2020-10-15 05:56:47,717 - mmaction - INFO - Epoch [24][1700/1743] lr: 1.000e-02, eta: 1 day, 19:46:53, time: 0.796, data_time: 0.004, memory: 3025, loss_cls: 2.5476, loss: 2.5476, grad_norm: 2.9559 2020-10-15 05:57:04,418 - mmaction - INFO - Epoch [24][1720/1743] lr: 1.000e-02, eta: 1 day, 19:46:07, time: 0.831, data_time: 0.002, memory: 3025, loss_cls: 2.4986, loss: 2.4986, grad_norm: 2.8926 2020-10-15 05:57:21,352 - mmaction - INFO - Epoch [24][1740/1743] lr: 1.000e-02, eta: 1 day, 19:45:21, time: 0.850, data_time: 0.008, memory: 3025, loss_cls: 2.5263, loss: 2.5263, grad_norm: 2.8809 2020-10-15 05:58:05,485 - mmaction - INFO - Epoch [25][20/1743] lr: 1.000e-02, eta: 1 day, 19:45:31, time: 1.956, data_time: 1.512, memory: 3025, loss_cls: 2.5160, loss: 2.5160, grad_norm: 2.8938 2020-10-15 05:58:23,411 - mmaction - INFO - Epoch [25][40/1743] lr: 1.000e-02, eta: 1 day, 19:44:49, time: 0.900, data_time: 0.394, memory: 3025, loss_cls: 2.4844, loss: 2.4844, grad_norm: 2.8274 2020-10-15 05:58:41,627 - mmaction - INFO - Epoch [25][60/1743] lr: 1.000e-02, eta: 1 day, 19:44:08, time: 0.911, data_time: 0.202, memory: 3025, loss_cls: 2.5133, loss: 2.5133, grad_norm: 2.8786 2020-10-15 05:58:58,607 - mmaction - INFO - Epoch [25][80/1743] lr: 1.000e-02, eta: 1 day, 19:43:22, time: 0.849, data_time: 0.002, memory: 3025, loss_cls: 2.5210, loss: 2.5210, grad_norm: 2.9056 2020-10-15 05:59:15,810 - mmaction - INFO - Epoch [25][100/1743] lr: 1.000e-02, eta: 1 day, 19:42:37, time: 0.853, data_time: 0.001, memory: 3025, loss_cls: 2.5456, loss: 2.5456, grad_norm: 2.9079 2020-10-15 05:59:33,301 - mmaction - INFO - Epoch [25][120/1743] lr: 1.000e-02, eta: 1 day, 19:41:54, time: 0.879, data_time: 0.012, memory: 3025, loss_cls: 2.5240, loss: 2.5240, grad_norm: 2.9097 2020-10-15 05:59:50,146 - mmaction - INFO - Epoch [25][140/1743] lr: 1.000e-02, eta: 1 day, 19:41:09, time: 0.845, data_time: 0.029, memory: 3025, loss_cls: 2.5181, loss: 2.5181, grad_norm: 2.9188 2020-10-15 06:00:08,398 - mmaction - INFO - Epoch [25][160/1743] lr: 1.000e-02, eta: 1 day, 19:40:27, time: 0.908, data_time: 0.103, memory: 3025, loss_cls: 2.5019, loss: 2.5019, grad_norm: 2.8507 2020-10-15 06:00:26,915 - mmaction - INFO - Epoch [25][180/1743] lr: 1.000e-02, eta: 1 day, 19:39:47, time: 0.922, data_time: 0.019, memory: 3025, loss_cls: 2.5138, loss: 2.5138, grad_norm: 2.8538 2020-10-15 06:00:44,703 - mmaction - INFO - Epoch [25][200/1743] lr: 1.000e-02, eta: 1 day, 19:39:04, time: 0.891, data_time: 0.018, memory: 3025, loss_cls: 2.5184, loss: 2.5184, grad_norm: 2.9042 2020-10-15 06:01:02,196 - mmaction - INFO - Epoch [25][220/1743] lr: 1.000e-02, eta: 1 day, 19:38:21, time: 0.876, data_time: 0.009, memory: 3025, loss_cls: 2.5590, loss: 2.5590, grad_norm: 2.9319 2020-10-15 06:01:20,699 - mmaction - INFO - Epoch [25][240/1743] lr: 1.000e-02, eta: 1 day, 19:37:41, time: 0.927, data_time: 0.009, memory: 3025, loss_cls: 2.5132, loss: 2.5132, grad_norm: 2.8804 2020-10-15 06:01:39,036 - mmaction - INFO - Epoch [25][260/1743] lr: 1.000e-02, eta: 1 day, 19:36:59, time: 0.912, data_time: 0.005, memory: 3025, loss_cls: 2.5115, loss: 2.5115, grad_norm: 2.8092 2020-10-15 06:01:56,988 - mmaction - INFO - Epoch [25][280/1743] lr: 1.000e-02, eta: 1 day, 19:36:18, time: 0.903, data_time: 0.010, memory: 3025, loss_cls: 2.5146, loss: 2.5146, grad_norm: 2.9184 2020-10-15 06:02:14,788 - mmaction - INFO - Epoch [25][300/1743] lr: 1.000e-02, eta: 1 day, 19:35:35, time: 0.891, data_time: 0.005, memory: 3025, loss_cls: 2.5216, loss: 2.5216, grad_norm: 2.8674 2020-10-15 06:02:33,437 - mmaction - INFO - Epoch [25][320/1743] lr: 1.000e-02, eta: 1 day, 19:34:56, time: 0.931, data_time: 0.004, memory: 3025, loss_cls: 2.5373, loss: 2.5373, grad_norm: 2.8897 2020-10-15 06:02:51,601 - mmaction - INFO - Epoch [25][340/1743] lr: 1.000e-02, eta: 1 day, 19:34:15, time: 0.912, data_time: 0.023, memory: 3025, loss_cls: 2.5677, loss: 2.5677, grad_norm: 2.9399 2020-10-15 06:03:08,915 - mmaction - INFO - Epoch [25][360/1743] lr: 1.000e-02, eta: 1 day, 19:33:31, time: 0.863, data_time: 0.002, memory: 3025, loss_cls: 2.5560, loss: 2.5560, grad_norm: 2.9229 2020-10-15 06:03:26,355 - mmaction - INFO - Epoch [25][380/1743] lr: 1.000e-02, eta: 1 day, 19:32:47, time: 0.869, data_time: 0.084, memory: 3025, loss_cls: 2.5160, loss: 2.5160, grad_norm: 2.8236 2020-10-15 06:03:44,781 - mmaction - INFO - Epoch [25][400/1743] lr: 1.000e-02, eta: 1 day, 19:32:07, time: 0.925, data_time: 0.013, memory: 3025, loss_cls: 2.5075, loss: 2.5075, grad_norm: 2.8706 2020-10-15 06:04:02,029 - mmaction - INFO - Epoch [25][420/1743] lr: 1.000e-02, eta: 1 day, 19:31:23, time: 0.864, data_time: 0.004, memory: 3025, loss_cls: 2.4954, loss: 2.4954, grad_norm: 2.8785 2020-10-15 06:04:19,733 - mmaction - INFO - Epoch [25][440/1743] lr: 1.000e-02, eta: 1 day, 19:30:40, time: 0.878, data_time: 0.003, memory: 3025, loss_cls: 2.5369, loss: 2.5369, grad_norm: 2.8778 2020-10-15 06:04:38,406 - mmaction - INFO - Epoch [25][460/1743] lr: 1.000e-02, eta: 1 day, 19:30:01, time: 0.939, data_time: 0.010, memory: 3025, loss_cls: 2.5044, loss: 2.5044, grad_norm: 2.9010 2020-10-15 06:04:56,932 - mmaction - INFO - Epoch [25][480/1743] lr: 1.000e-02, eta: 1 day, 19:29:21, time: 0.928, data_time: 0.120, memory: 3025, loss_cls: 2.4827, loss: 2.4827, grad_norm: 2.8603 2020-10-15 06:05:15,235 - mmaction - INFO - Epoch [25][500/1743] lr: 1.000e-02, eta: 1 day, 19:28:40, time: 0.916, data_time: 0.003, memory: 3025, loss_cls: 2.5165, loss: 2.5165, grad_norm: 2.8905 2020-10-15 06:05:32,795 - mmaction - INFO - Epoch [25][520/1743] lr: 1.000e-02, eta: 1 day, 19:27:57, time: 0.878, data_time: 0.002, memory: 3025, loss_cls: 2.4742, loss: 2.4742, grad_norm: 2.8561 2020-10-15 06:05:50,992 - mmaction - INFO - Epoch [25][540/1743] lr: 1.000e-02, eta: 1 day, 19:27:16, time: 0.902, data_time: 0.002, memory: 3025, loss_cls: 2.5029, loss: 2.5029, grad_norm: 2.8385 2020-10-15 06:06:09,057 - mmaction - INFO - Epoch [25][560/1743] lr: 1.000e-02, eta: 1 day, 19:26:35, time: 0.907, data_time: 0.009, memory: 3025, loss_cls: 2.5211, loss: 2.5211, grad_norm: 2.8870 2020-10-15 06:06:26,341 - mmaction - INFO - Epoch [25][580/1743] lr: 1.000e-02, eta: 1 day, 19:25:51, time: 0.867, data_time: 0.005, memory: 3025, loss_cls: 2.5559, loss: 2.5559, grad_norm: 2.8735 2020-10-15 06:06:43,524 - mmaction - INFO - Epoch [25][600/1743] lr: 1.000e-02, eta: 1 day, 19:25:07, time: 0.854, data_time: 0.007, memory: 3025, loss_cls: 2.5275, loss: 2.5275, grad_norm: 2.8575 2020-10-15 06:07:00,980 - mmaction - INFO - Epoch [25][620/1743] lr: 1.000e-02, eta: 1 day, 19:24:24, time: 0.879, data_time: 0.008, memory: 3025, loss_cls: 2.5220, loss: 2.5220, grad_norm: 2.8815 2020-10-15 06:07:18,976 - mmaction - INFO - Epoch [25][640/1743] lr: 1.000e-02, eta: 1 day, 19:23:43, time: 0.898, data_time: 0.003, memory: 3025, loss_cls: 2.5160, loss: 2.5160, grad_norm: 2.8639 2020-10-15 06:07:36,653 - mmaction - INFO - Epoch [25][660/1743] lr: 1.000e-02, eta: 1 day, 19:23:01, time: 0.887, data_time: 0.008, memory: 3025, loss_cls: 2.5443, loss: 2.5443, grad_norm: 2.9188 2020-10-15 06:07:53,777 - mmaction - INFO - Epoch [25][680/1743] lr: 1.000e-02, eta: 1 day, 19:22:16, time: 0.852, data_time: 0.003, memory: 3025, loss_cls: 2.5321, loss: 2.5321, grad_norm: 2.9204 2020-10-15 06:08:10,170 - mmaction - INFO - Epoch [25][700/1743] lr: 1.000e-02, eta: 1 day, 19:21:30, time: 0.824, data_time: 0.006, memory: 3025, loss_cls: 2.4721, loss: 2.4721, grad_norm: 2.8255 2020-10-15 06:08:27,867 - mmaction - INFO - Epoch [25][720/1743] lr: 1.000e-02, eta: 1 day, 19:20:48, time: 0.881, data_time: 0.027, memory: 3025, loss_cls: 2.5041, loss: 2.5041, grad_norm: 2.8871 2020-10-15 06:08:45,816 - mmaction - INFO - Epoch [25][740/1743] lr: 1.000e-02, eta: 1 day, 19:20:06, time: 0.898, data_time: 0.066, memory: 3025, loss_cls: 2.5435, loss: 2.5435, grad_norm: 2.8535 2020-10-15 06:09:03,439 - mmaction - INFO - Epoch [25][760/1743] lr: 1.000e-02, eta: 1 day, 19:19:24, time: 0.883, data_time: 0.161, memory: 3025, loss_cls: 2.5380, loss: 2.5380, grad_norm: 2.9144 2020-10-15 06:09:21,305 - mmaction - INFO - Epoch [25][780/1743] lr: 1.000e-02, eta: 1 day, 19:18:42, time: 0.888, data_time: 0.170, memory: 3025, loss_cls: 2.5359, loss: 2.5359, grad_norm: 2.8680 2020-10-15 06:09:38,444 - mmaction - INFO - Epoch [25][800/1743] lr: 1.000e-02, eta: 1 day, 19:17:58, time: 0.856, data_time: 0.008, memory: 3025, loss_cls: 2.5559, loss: 2.5559, grad_norm: 2.9271 2020-10-15 06:09:54,578 - mmaction - INFO - Epoch [25][820/1743] lr: 1.000e-02, eta: 1 day, 19:17:11, time: 0.813, data_time: 0.011, memory: 3025, loss_cls: 2.5089, loss: 2.5089, grad_norm: 2.9117 2020-10-15 06:10:12,575 - mmaction - INFO - Epoch [25][840/1743] lr: 1.000e-02, eta: 1 day, 19:16:30, time: 0.900, data_time: 0.003, memory: 3025, loss_cls: 2.5188, loss: 2.5188, grad_norm: 2.8890 2020-10-15 06:10:30,051 - mmaction - INFO - Epoch [25][860/1743] lr: 1.000e-02, eta: 1 day, 19:15:47, time: 0.874, data_time: 0.058, memory: 3025, loss_cls: 2.5276, loss: 2.5276, grad_norm: 2.8415 2020-10-15 06:10:47,012 - mmaction - INFO - Epoch [25][880/1743] lr: 1.000e-02, eta: 1 day, 19:15:03, time: 0.846, data_time: 0.005, memory: 3025, loss_cls: 2.5250, loss: 2.5250, grad_norm: 2.8743 2020-10-15 06:11:04,541 - mmaction - INFO - Epoch [25][900/1743] lr: 1.000e-02, eta: 1 day, 19:14:21, time: 0.878, data_time: 0.027, memory: 3025, loss_cls: 2.4771, loss: 2.4771, grad_norm: 2.8639 2020-10-15 06:11:21,115 - mmaction - INFO - Epoch [25][920/1743] lr: 1.000e-02, eta: 1 day, 19:13:35, time: 0.830, data_time: 0.219, memory: 3025, loss_cls: 2.5254, loss: 2.5254, grad_norm: 2.9108 2020-10-15 06:11:38,191 - mmaction - INFO - Epoch [25][940/1743] lr: 1.000e-02, eta: 1 day, 19:12:51, time: 0.853, data_time: 0.303, memory: 3025, loss_cls: 2.5328, loss: 2.5328, grad_norm: 2.9052 2020-10-15 06:11:55,337 - mmaction - INFO - Epoch [25][960/1743] lr: 1.000e-02, eta: 1 day, 19:12:08, time: 0.857, data_time: 0.048, memory: 3025, loss_cls: 2.5126, loss: 2.5126, grad_norm: 2.8812 2020-10-15 06:12:12,542 - mmaction - INFO - Epoch [25][980/1743] lr: 1.000e-02, eta: 1 day, 19:11:24, time: 0.858, data_time: 0.082, memory: 3025, loss_cls: 2.5380, loss: 2.5380, grad_norm: 2.8983 2020-10-15 06:12:30,204 - mmaction - INFO - Epoch [25][1000/1743] lr: 1.000e-02, eta: 1 day, 19:10:42, time: 0.883, data_time: 0.228, memory: 3025, loss_cls: 2.5137, loss: 2.5137, grad_norm: 2.9173 2020-10-15 06:12:47,285 - mmaction - INFO - Epoch [25][1020/1743] lr: 1.000e-02, eta: 1 day, 19:09:58, time: 0.852, data_time: 0.254, memory: 3025, loss_cls: 2.5334, loss: 2.5334, grad_norm: 2.8068 2020-10-15 06:13:04,281 - mmaction - INFO - Epoch [25][1040/1743] lr: 1.000e-02, eta: 1 day, 19:09:14, time: 0.855, data_time: 0.177, memory: 3025, loss_cls: 2.5226, loss: 2.5226, grad_norm: 2.8840 2020-10-15 06:13:21,305 - mmaction - INFO - Epoch [25][1060/1743] lr: 1.000e-02, eta: 1 day, 19:08:30, time: 0.846, data_time: 0.095, memory: 3025, loss_cls: 2.5417, loss: 2.5417, grad_norm: 2.9490 2020-10-15 06:13:38,295 - mmaction - INFO - Epoch [25][1080/1743] lr: 1.000e-02, eta: 1 day, 19:07:46, time: 0.851, data_time: 0.126, memory: 3025, loss_cls: 2.5217, loss: 2.5217, grad_norm: 2.8785 2020-10-15 06:13:55,742 - mmaction - INFO - Epoch [25][1100/1743] lr: 1.000e-02, eta: 1 day, 19:07:04, time: 0.875, data_time: 0.302, memory: 3025, loss_cls: 2.5351, loss: 2.5351, grad_norm: 2.8759 2020-10-15 06:14:12,978 - mmaction - INFO - Epoch [25][1120/1743] lr: 1.000e-02, eta: 1 day, 19:06:20, time: 0.857, data_time: 0.333, memory: 3025, loss_cls: 2.4508, loss: 2.4508, grad_norm: 2.8357 2020-10-15 06:14:29,969 - mmaction - INFO - Epoch [25][1140/1743] lr: 1.000e-02, eta: 1 day, 19:05:36, time: 0.850, data_time: 0.356, memory: 3025, loss_cls: 2.4879, loss: 2.4879, grad_norm: 2.8634 2020-10-15 06:14:47,749 - mmaction - INFO - Epoch [25][1160/1743] lr: 1.000e-02, eta: 1 day, 19:04:55, time: 0.890, data_time: 0.391, memory: 3025, loss_cls: 2.5579, loss: 2.5579, grad_norm: 2.9258 2020-10-15 06:15:05,245 - mmaction - INFO - Epoch [25][1180/1743] lr: 1.000e-02, eta: 1 day, 19:04:13, time: 0.875, data_time: 0.166, memory: 3025, loss_cls: 2.5421, loss: 2.5421, grad_norm: 2.9032 2020-10-15 06:15:21,929 - mmaction - INFO - Epoch [25][1200/1743] lr: 1.000e-02, eta: 1 day, 19:03:28, time: 0.834, data_time: 0.005, memory: 3025, loss_cls: 2.5389, loss: 2.5389, grad_norm: 2.9251 2020-10-15 06:15:40,107 - mmaction - INFO - Epoch [25][1220/1743] lr: 1.000e-02, eta: 1 day, 19:02:48, time: 0.913, data_time: 0.007, memory: 3025, loss_cls: 2.5089, loss: 2.5089, grad_norm: 2.8511 2020-10-15 06:15:57,026 - mmaction - INFO - Epoch [25][1240/1743] lr: 1.000e-02, eta: 1 day, 19:02:04, time: 0.843, data_time: 0.002, memory: 3025, loss_cls: 2.5078, loss: 2.5078, grad_norm: 2.8528 2020-10-15 06:16:14,587 - mmaction - INFO - Epoch [25][1260/1743] lr: 1.000e-02, eta: 1 day, 19:01:22, time: 0.877, data_time: 0.005, memory: 3025, loss_cls: 2.4861, loss: 2.4861, grad_norm: 2.8080 2020-10-15 06:16:32,160 - mmaction - INFO - Epoch [25][1280/1743] lr: 1.000e-02, eta: 1 day, 19:00:40, time: 0.879, data_time: 0.005, memory: 3025, loss_cls: 2.5323, loss: 2.5323, grad_norm: 2.8448 2020-10-15 06:16:48,470 - mmaction - INFO - Epoch [25][1300/1743] lr: 1.000e-02, eta: 1 day, 18:59:54, time: 0.815, data_time: 0.007, memory: 3025, loss_cls: 2.5157, loss: 2.5157, grad_norm: 2.8449 2020-10-15 06:17:05,141 - mmaction - INFO - Epoch [25][1320/1743] lr: 1.000e-02, eta: 1 day, 18:59:09, time: 0.836, data_time: 0.005, memory: 3025, loss_cls: 2.5462, loss: 2.5462, grad_norm: 2.8697 2020-10-15 06:17:21,786 - mmaction - INFO - Epoch [25][1340/1743] lr: 1.000e-02, eta: 1 day, 18:58:25, time: 0.831, data_time: 0.002, memory: 3025, loss_cls: 2.5576, loss: 2.5576, grad_norm: 2.9004 2020-10-15 06:17:39,097 - mmaction - INFO - Epoch [25][1360/1743] lr: 1.000e-02, eta: 1 day, 18:57:42, time: 0.860, data_time: 0.005, memory: 3025, loss_cls: 2.5210, loss: 2.5210, grad_norm: 2.8872 2020-10-15 06:17:55,675 - mmaction - INFO - Epoch [25][1380/1743] lr: 1.000e-02, eta: 1 day, 18:56:57, time: 0.834, data_time: 0.010, memory: 3025, loss_cls: 2.5275, loss: 2.5275, grad_norm: 2.8532 2020-10-15 06:18:12,522 - mmaction - INFO - Epoch [25][1400/1743] lr: 1.000e-02, eta: 1 day, 18:56:13, time: 0.841, data_time: 0.011, memory: 3025, loss_cls: 2.5670, loss: 2.5670, grad_norm: 2.9096 2020-10-15 06:18:29,860 - mmaction - INFO - Epoch [25][1420/1743] lr: 1.000e-02, eta: 1 day, 18:55:30, time: 0.861, data_time: 0.006, memory: 3025, loss_cls: 2.5315, loss: 2.5315, grad_norm: 2.8740 2020-10-15 06:18:46,815 - mmaction - INFO - Epoch [25][1440/1743] lr: 1.000e-02, eta: 1 day, 18:54:47, time: 0.857, data_time: 0.012, memory: 3025, loss_cls: 2.4650, loss: 2.4650, grad_norm: 2.8018 2020-10-15 06:19:03,426 - mmaction - INFO - Epoch [25][1460/1743] lr: 1.000e-02, eta: 1 day, 18:54:02, time: 0.830, data_time: 0.004, memory: 3025, loss_cls: 2.5057, loss: 2.5057, grad_norm: 2.8871 2020-10-15 06:19:21,007 - mmaction - INFO - Epoch [25][1480/1743] lr: 1.000e-02, eta: 1 day, 18:53:20, time: 0.875, data_time: 0.004, memory: 3025, loss_cls: 2.5491, loss: 2.5491, grad_norm: 2.9176 2020-10-15 06:19:37,470 - mmaction - INFO - Epoch [25][1500/1743] lr: 1.000e-02, eta: 1 day, 18:52:35, time: 0.824, data_time: 0.009, memory: 3025, loss_cls: 2.5749, loss: 2.5749, grad_norm: 2.9444 2020-10-15 06:19:54,471 - mmaction - INFO - Epoch [25][1520/1743] lr: 1.000e-02, eta: 1 day, 18:51:52, time: 0.847, data_time: 0.006, memory: 3025, loss_cls: 2.5566, loss: 2.5566, grad_norm: 2.9130 2020-10-15 06:20:11,735 - mmaction - INFO - Epoch [25][1540/1743] lr: 1.000e-02, eta: 1 day, 18:51:09, time: 0.866, data_time: 0.007, memory: 3025, loss_cls: 2.5647, loss: 2.5647, grad_norm: 2.9205 2020-10-15 06:20:29,031 - mmaction - INFO - Epoch [25][1560/1743] lr: 1.000e-02, eta: 1 day, 18:50:27, time: 0.867, data_time: 0.006, memory: 3025, loss_cls: 2.4945, loss: 2.4945, grad_norm: 2.9084 2020-10-15 06:20:46,069 - mmaction - INFO - Epoch [25][1580/1743] lr: 1.000e-02, eta: 1 day, 18:49:43, time: 0.848, data_time: 0.003, memory: 3025, loss_cls: 2.5228, loss: 2.5228, grad_norm: 2.8774 2020-10-15 06:21:02,779 - mmaction - INFO - Epoch [25][1600/1743] lr: 1.000e-02, eta: 1 day, 18:48:59, time: 0.837, data_time: 0.006, memory: 3025, loss_cls: 2.5145, loss: 2.5145, grad_norm: 2.9298 2020-10-15 06:21:19,828 - mmaction - INFO - Epoch [25][1620/1743] lr: 1.000e-02, eta: 1 day, 18:48:16, time: 0.855, data_time: 0.006, memory: 3025, loss_cls: 2.5612, loss: 2.5612, grad_norm: 2.9211 2020-10-15 06:21:37,237 - mmaction - INFO - Epoch [25][1640/1743] lr: 1.000e-02, eta: 1 day, 18:47:34, time: 0.869, data_time: 0.004, memory: 3025, loss_cls: 2.5318, loss: 2.5318, grad_norm: 2.8951 2020-10-15 06:21:54,380 - mmaction - INFO - Epoch [25][1660/1743] lr: 1.000e-02, eta: 1 day, 18:46:51, time: 0.858, data_time: 0.008, memory: 3025, loss_cls: 2.5202, loss: 2.5202, grad_norm: 2.8519 2020-10-15 06:22:11,419 - mmaction - INFO - Epoch [25][1680/1743] lr: 1.000e-02, eta: 1 day, 18:46:08, time: 0.847, data_time: 0.004, memory: 3025, loss_cls: 2.5231, loss: 2.5231, grad_norm: 2.8465 2020-10-15 06:22:28,852 - mmaction - INFO - Epoch [25][1700/1743] lr: 1.000e-02, eta: 1 day, 18:45:26, time: 0.877, data_time: 0.010, memory: 3025, loss_cls: 2.5180, loss: 2.5180, grad_norm: 2.9078 2020-10-15 06:22:45,755 - mmaction - INFO - Epoch [25][1720/1743] lr: 1.000e-02, eta: 1 day, 18:44:43, time: 0.839, data_time: 0.004, memory: 3025, loss_cls: 2.4714, loss: 2.4714, grad_norm: 2.9025 2020-10-15 06:23:02,005 - mmaction - INFO - Epoch [25][1740/1743] lr: 1.000e-02, eta: 1 day, 18:43:57, time: 0.817, data_time: 0.012, memory: 3025, loss_cls: 2.5239, loss: 2.5239, grad_norm: 2.8797 2020-10-15 06:23:18,063 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-10-15 06:25:31,481 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-15 06:25:37,337 - mmaction - INFO - mean_average_precision 0.6610 2020-10-15 06:25:37,425 - mmaction - INFO - Epoch(val) [25][1743] mean_average_precision: 0.6610 2020-10-15 06:26:05,025 - mmaction - INFO - Epoch [26][20/1743] lr: 1.000e-02, eta: 1 day, 18:43:32, time: 1.380, data_time: 0.956, memory: 3025, loss_cls: 2.5551, loss: 2.5551, grad_norm: 2.9677 2020-10-15 06:26:21,198 - mmaction - INFO - Epoch [26][40/1743] lr: 1.000e-02, eta: 1 day, 18:42:46, time: 0.803, data_time: 0.294, memory: 3025, loss_cls: 2.4928, loss: 2.4928, grad_norm: 2.9019 2020-10-15 06:26:38,929 - mmaction - INFO - Epoch [26][60/1743] lr: 1.000e-02, eta: 1 day, 18:42:05, time: 0.888, data_time: 0.150, memory: 3025, loss_cls: 2.5621, loss: 2.5621, grad_norm: 2.9150 2020-10-15 06:26:55,681 - mmaction - INFO - Epoch [26][80/1743] lr: 1.000e-02, eta: 1 day, 18:41:22, time: 0.842, data_time: 0.056, memory: 3025, loss_cls: 2.5247, loss: 2.5247, grad_norm: 2.9179 2020-10-15 06:27:13,091 - mmaction - INFO - Epoch [26][100/1743] lr: 1.000e-02, eta: 1 day, 18:40:40, time: 0.870, data_time: 0.073, memory: 3025, loss_cls: 2.5030, loss: 2.5030, grad_norm: 2.8713 2020-10-15 06:27:30,481 - mmaction - INFO - Epoch [26][120/1743] lr: 1.000e-02, eta: 1 day, 18:39:58, time: 0.868, data_time: 0.050, memory: 3025, loss_cls: 2.4956, loss: 2.4956, grad_norm: 2.8277 2020-10-15 06:27:46,953 - mmaction - INFO - Epoch [26][140/1743] lr: 1.000e-02, eta: 1 day, 18:39:13, time: 0.820, data_time: 0.292, memory: 3025, loss_cls: 2.5036, loss: 2.5036, grad_norm: 2.8623 2020-10-15 06:28:04,162 - mmaction - INFO - Epoch [26][160/1743] lr: 1.000e-02, eta: 1 day, 18:38:31, time: 0.866, data_time: 0.056, memory: 3025, loss_cls: 2.4866, loss: 2.4866, grad_norm: 2.8623 2020-10-15 06:28:20,872 - mmaction - INFO - Epoch [26][180/1743] lr: 1.000e-02, eta: 1 day, 18:37:47, time: 0.834, data_time: 0.003, memory: 3025, loss_cls: 2.4823, loss: 2.4823, grad_norm: 2.8733 2020-10-15 06:28:36,786 - mmaction - INFO - Epoch [26][200/1743] lr: 1.000e-02, eta: 1 day, 18:37:01, time: 0.795, data_time: 0.006, memory: 3025, loss_cls: 2.5200, loss: 2.5200, grad_norm: 2.9197 2020-10-15 06:28:53,930 - mmaction - INFO - Epoch [26][220/1743] lr: 1.000e-02, eta: 1 day, 18:36:18, time: 0.858, data_time: 0.009, memory: 3025, loss_cls: 2.5297, loss: 2.5297, grad_norm: 2.9053 2020-10-15 06:29:10,510 - mmaction - INFO - Epoch [26][240/1743] lr: 1.000e-02, eta: 1 day, 18:35:34, time: 0.825, data_time: 0.004, memory: 3025, loss_cls: 2.5465, loss: 2.5465, grad_norm: 2.9044 2020-10-15 06:29:27,001 - mmaction - INFO - Epoch [26][260/1743] lr: 1.000e-02, eta: 1 day, 18:34:50, time: 0.830, data_time: 0.009, memory: 3025, loss_cls: 2.4849, loss: 2.4849, grad_norm: 2.8835 2020-10-15 06:29:43,658 - mmaction - INFO - Epoch [26][280/1743] lr: 1.000e-02, eta: 1 day, 18:34:06, time: 0.830, data_time: 0.003, memory: 3025, loss_cls: 2.5406, loss: 2.5406, grad_norm: 2.9079 2020-10-15 06:30:01,157 - mmaction - INFO - Epoch [26][300/1743] lr: 1.000e-02, eta: 1 day, 18:33:24, time: 0.871, data_time: 0.007, memory: 3025, loss_cls: 2.5009, loss: 2.5009, grad_norm: 2.8816 2020-10-15 06:30:17,724 - mmaction - INFO - Epoch [26][320/1743] lr: 1.000e-02, eta: 1 day, 18:32:40, time: 0.830, data_time: 0.012, memory: 3025, loss_cls: 2.5376, loss: 2.5376, grad_norm: 2.9023 2020-10-15 06:30:34,474 - mmaction - INFO - Epoch [26][340/1743] lr: 1.000e-02, eta: 1 day, 18:31:57, time: 0.840, data_time: 0.008, memory: 3025, loss_cls: 2.5233, loss: 2.5233, grad_norm: 2.8580 2020-10-15 06:30:50,736 - mmaction - INFO - Epoch [26][360/1743] lr: 1.000e-02, eta: 1 day, 18:31:12, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.4989, loss: 2.4989, grad_norm: 2.8178 2020-10-15 06:31:07,340 - mmaction - INFO - Epoch [26][380/1743] lr: 1.000e-02, eta: 1 day, 18:30:28, time: 0.832, data_time: 0.007, memory: 3025, loss_cls: 2.5239, loss: 2.5239, grad_norm: 2.9406 2020-10-15 06:31:23,455 - mmaction - INFO - Epoch [26][400/1743] lr: 1.000e-02, eta: 1 day, 18:29:43, time: 0.804, data_time: 0.003, memory: 3025, loss_cls: 2.5177, loss: 2.5177, grad_norm: 2.9301 2020-10-15 06:31:40,543 - mmaction - INFO - Epoch [26][420/1743] lr: 1.000e-02, eta: 1 day, 18:29:01, time: 0.855, data_time: 0.015, memory: 3025, loss_cls: 2.5372, loss: 2.5372, grad_norm: 2.9411 2020-10-15 06:31:57,542 - mmaction - INFO - Epoch [26][440/1743] lr: 1.000e-02, eta: 1 day, 18:28:18, time: 0.851, data_time: 0.005, memory: 3025, loss_cls: 2.4938, loss: 2.4938, grad_norm: 2.9020 2020-10-15 06:32:15,051 - mmaction - INFO - Epoch [26][460/1743] lr: 1.000e-02, eta: 1 day, 18:27:37, time: 0.870, data_time: 0.006, memory: 3025, loss_cls: 2.5101, loss: 2.5101, grad_norm: 2.8784 2020-10-15 06:32:30,674 - mmaction - INFO - Epoch [26][480/1743] lr: 1.000e-02, eta: 1 day, 18:26:50, time: 0.788, data_time: 0.009, memory: 3025, loss_cls: 2.4450, loss: 2.4450, grad_norm: 2.8781 2020-10-15 06:32:47,146 - mmaction - INFO - Epoch [26][500/1743] lr: 1.000e-02, eta: 1 day, 18:26:06, time: 0.821, data_time: 0.003, memory: 3025, loss_cls: 2.4863, loss: 2.4863, grad_norm: 2.9338 2020-10-15 06:33:04,915 - mmaction - INFO - Epoch [26][520/1743] lr: 1.000e-02, eta: 1 day, 18:25:26, time: 0.888, data_time: 0.006, memory: 3025, loss_cls: 2.4552, loss: 2.4552, grad_norm: 2.8434 2020-10-15 06:33:21,506 - mmaction - INFO - Epoch [26][540/1743] lr: 1.000e-02, eta: 1 day, 18:24:42, time: 0.832, data_time: 0.006, memory: 3025, loss_cls: 2.5237, loss: 2.5237, grad_norm: 2.9113 2020-10-15 06:33:38,160 - mmaction - INFO - Epoch [26][560/1743] lr: 1.000e-02, eta: 1 day, 18:23:59, time: 0.831, data_time: 0.004, memory: 3025, loss_cls: 2.5239, loss: 2.5239, grad_norm: 2.8860 2020-10-15 06:33:55,229 - mmaction - INFO - Epoch [26][580/1743] lr: 1.000e-02, eta: 1 day, 18:23:16, time: 0.852, data_time: 0.004, memory: 3025, loss_cls: 2.5109, loss: 2.5109, grad_norm: 2.9099 2020-10-15 06:34:11,914 - mmaction - INFO - Epoch [26][600/1743] lr: 1.000e-02, eta: 1 day, 18:22:33, time: 0.831, data_time: 0.007, memory: 3025, loss_cls: 2.5426, loss: 2.5426, grad_norm: 2.9002 2020-10-15 06:34:28,429 - mmaction - INFO - Epoch [26][620/1743] lr: 1.000e-02, eta: 1 day, 18:21:49, time: 0.831, data_time: 0.009, memory: 3025, loss_cls: 2.4745, loss: 2.4745, grad_norm: 2.8226 2020-10-15 06:34:45,521 - mmaction - INFO - Epoch [26][640/1743] lr: 1.000e-02, eta: 1 day, 18:21:07, time: 0.856, data_time: 0.004, memory: 3025, loss_cls: 2.5243, loss: 2.5243, grad_norm: 2.9153 2020-10-15 06:35:02,314 - mmaction - INFO - Epoch [26][660/1743] lr: 1.000e-02, eta: 1 day, 18:20:24, time: 0.836, data_time: 0.001, memory: 3025, loss_cls: 2.4714, loss: 2.4714, grad_norm: 2.8848 2020-10-15 06:35:19,725 - mmaction - INFO - Epoch [26][680/1743] lr: 1.000e-02, eta: 1 day, 18:19:43, time: 0.870, data_time: 0.004, memory: 3025, loss_cls: 2.5178, loss: 2.5178, grad_norm: 2.9246 2020-10-15 06:35:36,626 - mmaction - INFO - Epoch [26][700/1743] lr: 1.000e-02, eta: 1 day, 18:19:00, time: 0.849, data_time: 0.006, memory: 3025, loss_cls: 2.5316, loss: 2.5316, grad_norm: 2.9433 2020-10-15 06:35:53,526 - mmaction - INFO - Epoch [26][720/1743] lr: 1.000e-02, eta: 1 day, 18:18:18, time: 0.843, data_time: 0.002, memory: 3025, loss_cls: 2.5058, loss: 2.5058, grad_norm: 2.8645 2020-10-15 06:36:10,581 - mmaction - INFO - Epoch [26][740/1743] lr: 1.000e-02, eta: 1 day, 18:17:35, time: 0.854, data_time: 0.004, memory: 3025, loss_cls: 2.5514, loss: 2.5514, grad_norm: 2.9284 2020-10-15 06:36:26,147 - mmaction - INFO - Epoch [26][760/1743] lr: 1.000e-02, eta: 1 day, 18:16:49, time: 0.777, data_time: 0.003, memory: 3025, loss_cls: 2.5259, loss: 2.5259, grad_norm: 2.8952 2020-10-15 06:36:42,773 - mmaction - INFO - Epoch [26][780/1743] lr: 1.000e-02, eta: 1 day, 18:16:05, time: 0.829, data_time: 0.005, memory: 3025, loss_cls: 2.4705, loss: 2.4705, grad_norm: 2.9225 2020-10-15 06:36:58,938 - mmaction - INFO - Epoch [26][800/1743] lr: 1.000e-02, eta: 1 day, 18:15:21, time: 0.811, data_time: 0.007, memory: 3025, loss_cls: 2.5117, loss: 2.5117, grad_norm: 2.8739 2020-10-15 06:37:16,299 - mmaction - INFO - Epoch [26][820/1743] lr: 1.000e-02, eta: 1 day, 18:14:40, time: 0.862, data_time: 0.004, memory: 3025, loss_cls: 2.5198, loss: 2.5198, grad_norm: 2.8501 2020-10-15 06:37:32,644 - mmaction - INFO - Epoch [26][840/1743] lr: 1.000e-02, eta: 1 day, 18:13:55, time: 0.817, data_time: 0.008, memory: 3025, loss_cls: 2.5181, loss: 2.5181, grad_norm: 2.9370 2020-10-15 06:37:47,811 - mmaction - INFO - Epoch [26][860/1743] lr: 1.000e-02, eta: 1 day, 18:13:08, time: 0.766, data_time: 0.012, memory: 3025, loss_cls: 2.5449, loss: 2.5449, grad_norm: 2.8885 2020-10-15 06:38:04,505 - mmaction - INFO - Epoch [26][880/1743] lr: 1.000e-02, eta: 1 day, 18:12:25, time: 0.826, data_time: 0.002, memory: 3025, loss_cls: 2.5308, loss: 2.5308, grad_norm: 2.9275 2020-10-15 06:38:20,795 - mmaction - INFO - Epoch [26][900/1743] lr: 1.000e-02, eta: 1 day, 18:11:41, time: 0.819, data_time: 0.011, memory: 3025, loss_cls: 2.5496, loss: 2.5496, grad_norm: 2.8906 2020-10-15 06:38:38,427 - mmaction - INFO - Epoch [26][920/1743] lr: 1.000e-02, eta: 1 day, 18:11:01, time: 0.885, data_time: 0.007, memory: 3025, loss_cls: 2.5430, loss: 2.5430, grad_norm: 2.8904 2020-10-15 06:38:54,922 - mmaction - INFO - Epoch [26][940/1743] lr: 1.000e-02, eta: 1 day, 18:10:17, time: 0.824, data_time: 0.002, memory: 3025, loss_cls: 2.5083, loss: 2.5083, grad_norm: 2.8642 2020-10-15 06:39:11,959 - mmaction - INFO - Epoch [26][960/1743] lr: 1.000e-02, eta: 1 day, 18:09:35, time: 0.853, data_time: 0.004, memory: 3025, loss_cls: 2.5445, loss: 2.5445, grad_norm: 3.0128 2020-10-15 06:39:28,434 - mmaction - INFO - Epoch [26][980/1743] lr: 1.000e-02, eta: 1 day, 18:08:52, time: 0.822, data_time: 0.003, memory: 3025, loss_cls: 2.4953, loss: 2.4953, grad_norm: 2.9437 2020-10-15 06:39:45,192 - mmaction - INFO - Epoch [26][1000/1743] lr: 1.000e-02, eta: 1 day, 18:08:09, time: 0.828, data_time: 0.004, memory: 3025, loss_cls: 2.5154, loss: 2.5154, grad_norm: 2.9188 2020-10-15 06:40:02,591 - mmaction - INFO - Epoch [26][1020/1743] lr: 1.000e-02, eta: 1 day, 18:07:28, time: 0.881, data_time: 0.014, memory: 3025, loss_cls: 2.5016, loss: 2.5016, grad_norm: 2.8894 2020-10-15 06:40:19,166 - mmaction - INFO - Epoch [26][1040/1743] lr: 1.000e-02, eta: 1 day, 18:06:45, time: 0.818, data_time: 0.004, memory: 3025, loss_cls: 2.4808, loss: 2.4808, grad_norm: 2.8804 2020-10-15 06:40:36,265 - mmaction - INFO - Epoch [26][1060/1743] lr: 1.000e-02, eta: 1 day, 18:06:03, time: 0.863, data_time: 0.014, memory: 3025, loss_cls: 2.5043, loss: 2.5043, grad_norm: 2.8589 2020-10-15 06:40:53,430 - mmaction - INFO - Epoch [26][1080/1743] lr: 1.000e-02, eta: 1 day, 18:05:22, time: 0.860, data_time: 0.007, memory: 3025, loss_cls: 2.5544, loss: 2.5544, grad_norm: 2.8568 2020-10-15 06:41:10,482 - mmaction - INFO - Epoch [26][1100/1743] lr: 1.000e-02, eta: 1 day, 18:04:40, time: 0.853, data_time: 0.005, memory: 3025, loss_cls: 2.5122, loss: 2.5122, grad_norm: 2.8540 2020-10-15 06:41:27,004 - mmaction - INFO - Epoch [26][1120/1743] lr: 1.000e-02, eta: 1 day, 18:03:57, time: 0.824, data_time: 0.007, memory: 3025, loss_cls: 2.4992, loss: 2.4992, grad_norm: 2.9483 2020-10-15 06:41:44,342 - mmaction - INFO - Epoch [26][1140/1743] lr: 1.000e-02, eta: 1 day, 18:03:16, time: 0.866, data_time: 0.005, memory: 3025, loss_cls: 2.5085, loss: 2.5085, grad_norm: 2.8911 2020-10-15 06:42:01,740 - mmaction - INFO - Epoch [26][1160/1743] lr: 1.000e-02, eta: 1 day, 18:02:35, time: 0.868, data_time: 0.006, memory: 3025, loss_cls: 2.5324, loss: 2.5324, grad_norm: 2.8874 2020-10-15 06:42:18,394 - mmaction - INFO - Epoch [26][1180/1743] lr: 1.000e-02, eta: 1 day, 18:01:53, time: 0.839, data_time: 0.009, memory: 3025, loss_cls: 2.5024, loss: 2.5024, grad_norm: 2.8723 2020-10-15 06:42:34,684 - mmaction - INFO - Epoch [26][1200/1743] lr: 1.000e-02, eta: 1 day, 18:01:09, time: 0.813, data_time: 0.005, memory: 3025, loss_cls: 2.5242, loss: 2.5242, grad_norm: 2.9038 2020-10-15 06:42:50,856 - mmaction - INFO - Epoch [26][1220/1743] lr: 1.000e-02, eta: 1 day, 18:00:25, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.5161, loss: 2.5161, grad_norm: 2.9201 2020-10-15 06:43:07,618 - mmaction - INFO - Epoch [26][1240/1743] lr: 1.000e-02, eta: 1 day, 17:59:42, time: 0.835, data_time: 0.008, memory: 3025, loss_cls: 2.4826, loss: 2.4826, grad_norm: 2.8874 2020-10-15 06:43:24,448 - mmaction - INFO - Epoch [26][1260/1743] lr: 1.000e-02, eta: 1 day, 17:59:00, time: 0.838, data_time: 0.006, memory: 3025, loss_cls: 2.5123, loss: 2.5123, grad_norm: 2.9068 2020-10-15 06:43:40,826 - mmaction - INFO - Epoch [26][1280/1743] lr: 1.000e-02, eta: 1 day, 17:58:17, time: 0.824, data_time: 0.008, memory: 3025, loss_cls: 2.5108, loss: 2.5108, grad_norm: 2.9088 2020-10-15 06:43:57,780 - mmaction - INFO - Epoch [26][1300/1743] lr: 1.000e-02, eta: 1 day, 17:57:35, time: 0.846, data_time: 0.002, memory: 3025, loss_cls: 2.5224, loss: 2.5224, grad_norm: 2.9212 2020-10-15 06:44:14,676 - mmaction - INFO - Epoch [26][1320/1743] lr: 1.000e-02, eta: 1 day, 17:56:53, time: 0.842, data_time: 0.005, memory: 3025, loss_cls: 2.5241, loss: 2.5241, grad_norm: 2.9360 2020-10-15 06:44:31,745 - mmaction - INFO - Epoch [26][1340/1743] lr: 1.000e-02, eta: 1 day, 17:56:12, time: 0.857, data_time: 0.006, memory: 3025, loss_cls: 2.4942, loss: 2.4942, grad_norm: 2.8738 2020-10-15 06:44:48,413 - mmaction - INFO - Epoch [26][1360/1743] lr: 1.000e-02, eta: 1 day, 17:55:29, time: 0.829, data_time: 0.002, memory: 3025, loss_cls: 2.4679, loss: 2.4679, grad_norm: 2.8360 2020-10-15 06:45:05,225 - mmaction - INFO - Epoch [26][1380/1743] lr: 1.000e-02, eta: 1 day, 17:54:47, time: 0.846, data_time: 0.007, memory: 3025, loss_cls: 2.5583, loss: 2.5583, grad_norm: 2.9593 2020-10-15 06:45:21,665 - mmaction - INFO - Epoch [26][1400/1743] lr: 1.000e-02, eta: 1 day, 17:54:04, time: 0.820, data_time: 0.003, memory: 3025, loss_cls: 2.5476, loss: 2.5476, grad_norm: 2.8799 2020-10-15 06:45:38,982 - mmaction - INFO - Epoch [26][1420/1743] lr: 1.000e-02, eta: 1 day, 17:53:23, time: 0.866, data_time: 0.003, memory: 3025, loss_cls: 2.5396, loss: 2.5396, grad_norm: 2.8808 2020-10-15 06:45:55,447 - mmaction - INFO - Epoch [26][1440/1743] lr: 1.000e-02, eta: 1 day, 17:52:40, time: 0.823, data_time: 0.005, memory: 3025, loss_cls: 2.5229, loss: 2.5229, grad_norm: 2.8937 2020-10-15 06:46:12,947 - mmaction - INFO - Epoch [26][1460/1743] lr: 1.000e-02, eta: 1 day, 17:52:00, time: 0.876, data_time: 0.004, memory: 3025, loss_cls: 2.5683, loss: 2.5683, grad_norm: 2.9547 2020-10-15 06:46:29,577 - mmaction - INFO - Epoch [26][1480/1743] lr: 1.000e-02, eta: 1 day, 17:51:18, time: 0.827, data_time: 0.003, memory: 3025, loss_cls: 2.5136, loss: 2.5136, grad_norm: 2.8971 2020-10-15 06:46:46,195 - mmaction - INFO - Epoch [26][1500/1743] lr: 1.000e-02, eta: 1 day, 17:50:35, time: 0.832, data_time: 0.011, memory: 3025, loss_cls: 2.5143, loss: 2.5143, grad_norm: 2.9092 2020-10-15 06:47:03,204 - mmaction - INFO - Epoch [26][1520/1743] lr: 1.000e-02, eta: 1 day, 17:49:54, time: 0.853, data_time: 0.007, memory: 3025, loss_cls: 2.4741, loss: 2.4741, grad_norm: 2.8664 2020-10-15 06:47:19,869 - mmaction - INFO - Epoch [26][1540/1743] lr: 1.000e-02, eta: 1 day, 17:49:11, time: 0.830, data_time: 0.004, memory: 3025, loss_cls: 2.5325, loss: 2.5325, grad_norm: 2.9125 2020-10-15 06:47:36,506 - mmaction - INFO - Epoch [26][1560/1743] lr: 1.000e-02, eta: 1 day, 17:48:29, time: 0.834, data_time: 0.007, memory: 3025, loss_cls: 2.4747, loss: 2.4747, grad_norm: 2.8948 2020-10-15 06:47:52,357 - mmaction - INFO - Epoch [26][1580/1743] lr: 1.000e-02, eta: 1 day, 17:47:45, time: 0.796, data_time: 0.005, memory: 3025, loss_cls: 2.4961, loss: 2.4961, grad_norm: 2.9058 2020-10-15 06:48:08,480 - mmaction - INFO - Epoch [26][1600/1743] lr: 1.000e-02, eta: 1 day, 17:47:01, time: 0.802, data_time: 0.001, memory: 3025, loss_cls: 2.5349, loss: 2.5349, grad_norm: 2.8819 2020-10-15 06:48:26,051 - mmaction - INFO - Epoch [26][1620/1743] lr: 1.000e-02, eta: 1 day, 17:46:21, time: 0.879, data_time: 0.097, memory: 3025, loss_cls: 2.5443, loss: 2.5443, grad_norm: 2.8821 2020-10-15 06:48:43,437 - mmaction - INFO - Epoch [26][1640/1743] lr: 1.000e-02, eta: 1 day, 17:45:41, time: 0.870, data_time: 0.036, memory: 3025, loss_cls: 2.5195, loss: 2.5195, grad_norm: 2.8666 2020-10-15 06:49:01,026 - mmaction - INFO - Epoch [26][1660/1743] lr: 1.000e-02, eta: 1 day, 17:45:01, time: 0.881, data_time: 0.005, memory: 3025, loss_cls: 2.5045, loss: 2.5045, grad_norm: 2.8922 2020-10-15 06:49:18,609 - mmaction - INFO - Epoch [26][1680/1743] lr: 1.000e-02, eta: 1 day, 17:44:22, time: 0.878, data_time: 0.003, memory: 3025, loss_cls: 2.5613, loss: 2.5613, grad_norm: 2.9243 2020-10-15 06:49:35,612 - mmaction - INFO - Epoch [26][1700/1743] lr: 1.000e-02, eta: 1 day, 17:43:40, time: 0.848, data_time: 0.004, memory: 3025, loss_cls: 2.5188, loss: 2.5188, grad_norm: 2.9274 2020-10-15 06:49:52,652 - mmaction - INFO - Epoch [26][1720/1743] lr: 1.000e-02, eta: 1 day, 17:42:59, time: 0.845, data_time: 0.008, memory: 3025, loss_cls: 2.5466, loss: 2.5466, grad_norm: 2.9351 2020-10-15 06:50:08,801 - mmaction - INFO - Epoch [26][1740/1743] lr: 1.000e-02, eta: 1 day, 17:42:16, time: 0.817, data_time: 0.015, memory: 3025, loss_cls: 2.5577, loss: 2.5577, grad_norm: 2.9685 2020-10-15 06:50:47,141 - mmaction - INFO - Epoch [27][20/1743] lr: 1.000e-02, eta: 1 day, 17:42:13, time: 1.751, data_time: 0.990, memory: 3025, loss_cls: 2.4919, loss: 2.4919, grad_norm: 2.8357 2020-10-15 06:51:04,608 - mmaction - INFO - Epoch [27][40/1743] lr: 1.000e-02, eta: 1 day, 17:41:33, time: 0.873, data_time: 0.110, memory: 3025, loss_cls: 2.4721, loss: 2.4721, grad_norm: 2.8499 2020-10-15 06:51:22,239 - mmaction - INFO - Epoch [27][60/1743] lr: 1.000e-02, eta: 1 day, 17:40:53, time: 0.882, data_time: 0.183, memory: 3025, loss_cls: 2.5288, loss: 2.5288, grad_norm: 2.8966 2020-10-15 06:51:39,691 - mmaction - INFO - Epoch [27][80/1743] lr: 1.000e-02, eta: 1 day, 17:40:14, time: 0.872, data_time: 0.003, memory: 3025, loss_cls: 2.4832, loss: 2.4832, grad_norm: 2.8340 2020-10-15 06:51:56,474 - mmaction - INFO - Epoch [27][100/1743] lr: 1.000e-02, eta: 1 day, 17:39:32, time: 0.840, data_time: 0.029, memory: 3025, loss_cls: 2.4698, loss: 2.4698, grad_norm: 2.8668 2020-10-15 06:52:12,836 - mmaction - INFO - Epoch [27][120/1743] lr: 1.000e-02, eta: 1 day, 17:38:49, time: 0.816, data_time: 0.054, memory: 3025, loss_cls: 2.5051, loss: 2.5051, grad_norm: 2.9181 2020-10-15 06:52:29,324 - mmaction - INFO - Epoch [27][140/1743] lr: 1.000e-02, eta: 1 day, 17:38:07, time: 0.826, data_time: 0.071, memory: 3025, loss_cls: 2.5105, loss: 2.5105, grad_norm: 2.9154 2020-10-15 06:52:46,229 - mmaction - INFO - Epoch [27][160/1743] lr: 1.000e-02, eta: 1 day, 17:37:25, time: 0.844, data_time: 0.216, memory: 3025, loss_cls: 2.5138, loss: 2.5138, grad_norm: 2.8951 2020-10-15 06:53:03,095 - mmaction - INFO - Epoch [27][180/1743] lr: 1.000e-02, eta: 1 day, 17:36:44, time: 0.839, data_time: 0.138, memory: 3025, loss_cls: 2.4956, loss: 2.4956, grad_norm: 2.8538 2020-10-15 06:53:19,758 - mmaction - INFO - Epoch [27][200/1743] lr: 1.000e-02, eta: 1 day, 17:36:02, time: 0.837, data_time: 0.250, memory: 3025, loss_cls: 2.4878, loss: 2.4878, grad_norm: 2.9399 2020-10-15 06:53:36,397 - mmaction - INFO - Epoch [27][220/1743] lr: 1.000e-02, eta: 1 day, 17:35:20, time: 0.832, data_time: 0.369, memory: 3025, loss_cls: 2.4734, loss: 2.4734, grad_norm: 2.9023 2020-10-15 06:53:53,376 - mmaction - INFO - Epoch [27][240/1743] lr: 1.000e-02, eta: 1 day, 17:34:39, time: 0.847, data_time: 0.352, memory: 3025, loss_cls: 2.4607, loss: 2.4607, grad_norm: 2.8640 2020-10-15 06:54:10,309 - mmaction - INFO - Epoch [27][260/1743] lr: 1.000e-02, eta: 1 day, 17:33:58, time: 0.844, data_time: 0.329, memory: 3025, loss_cls: 2.5376, loss: 2.5376, grad_norm: 2.9377 2020-10-15 06:54:27,139 - mmaction - INFO - Epoch [27][280/1743] lr: 1.000e-02, eta: 1 day, 17:33:17, time: 0.849, data_time: 0.335, memory: 3025, loss_cls: 2.5123, loss: 2.5123, grad_norm: 2.9309 2020-10-15 06:54:44,229 - mmaction - INFO - Epoch [27][300/1743] lr: 1.000e-02, eta: 1 day, 17:32:36, time: 0.852, data_time: 0.387, memory: 3025, loss_cls: 2.5026, loss: 2.5026, grad_norm: 2.8926 2020-10-15 06:54:59,863 - mmaction - INFO - Epoch [27][320/1743] lr: 1.000e-02, eta: 1 day, 17:31:51, time: 0.783, data_time: 0.355, memory: 3025, loss_cls: 2.4845, loss: 2.4845, grad_norm: 2.9302 2020-10-15 06:55:17,350 - mmaction - INFO - Epoch [27][340/1743] lr: 1.000e-02, eta: 1 day, 17:31:12, time: 0.876, data_time: 0.253, memory: 3025, loss_cls: 2.4888, loss: 2.4888, grad_norm: 2.8794 2020-10-15 06:55:33,631 - mmaction - INFO - Epoch [27][360/1743] lr: 1.000e-02, eta: 1 day, 17:30:29, time: 0.807, data_time: 0.212, memory: 3025, loss_cls: 2.5506, loss: 2.5506, grad_norm: 2.9738 2020-10-15 06:55:51,013 - mmaction - INFO - Epoch [27][380/1743] lr: 1.000e-02, eta: 1 day, 17:29:49, time: 0.872, data_time: 0.393, memory: 3025, loss_cls: 2.5258, loss: 2.5258, grad_norm: 2.9613 2020-10-15 06:56:08,211 - mmaction - INFO - Epoch [27][400/1743] lr: 1.000e-02, eta: 1 day, 17:29:09, time: 0.863, data_time: 0.331, memory: 3025, loss_cls: 2.5219, loss: 2.5219, grad_norm: 2.9846 2020-10-15 06:56:25,006 - mmaction - INFO - Epoch [27][420/1743] lr: 1.000e-02, eta: 1 day, 17:28:28, time: 0.837, data_time: 0.270, memory: 3025, loss_cls: 2.5348, loss: 2.5348, grad_norm: 2.9407 2020-10-15 06:56:41,754 - mmaction - INFO - Epoch [27][440/1743] lr: 1.000e-02, eta: 1 day, 17:27:46, time: 0.831, data_time: 0.360, memory: 3025, loss_cls: 2.5036, loss: 2.5036, grad_norm: 2.8917 2020-10-15 06:56:57,719 - mmaction - INFO - Epoch [27][460/1743] lr: 1.000e-02, eta: 1 day, 17:27:03, time: 0.807, data_time: 0.318, memory: 3025, loss_cls: 2.4810, loss: 2.4810, grad_norm: 2.9088 2020-10-15 06:57:14,968 - mmaction - INFO - Epoch [27][480/1743] lr: 1.000e-02, eta: 1 day, 17:26:22, time: 0.859, data_time: 0.298, memory: 3025, loss_cls: 2.5010, loss: 2.5010, grad_norm: 2.8453 2020-10-15 06:57:30,810 - mmaction - INFO - Epoch [27][500/1743] lr: 1.000e-02, eta: 1 day, 17:25:39, time: 0.797, data_time: 0.333, memory: 3025, loss_cls: 2.4936, loss: 2.4936, grad_norm: 2.9585 2020-10-15 06:57:47,322 - mmaction - INFO - Epoch [27][520/1743] lr: 1.000e-02, eta: 1 day, 17:24:57, time: 0.820, data_time: 0.374, memory: 3025, loss_cls: 2.4927, loss: 2.4927, grad_norm: 3.0096 2020-10-15 06:58:04,072 - mmaction - INFO - Epoch [27][540/1743] lr: 1.000e-02, eta: 1 day, 17:24:16, time: 0.844, data_time: 0.303, memory: 3025, loss_cls: 2.5054, loss: 2.5054, grad_norm: 2.9178 2020-10-15 06:58:20,561 - mmaction - INFO - Epoch [27][560/1743] lr: 1.000e-02, eta: 1 day, 17:23:33, time: 0.818, data_time: 0.313, memory: 3025, loss_cls: 2.4954, loss: 2.4954, grad_norm: 2.8833 2020-10-15 06:58:37,957 - mmaction - INFO - Epoch [27][580/1743] lr: 1.000e-02, eta: 1 day, 17:22:54, time: 0.872, data_time: 0.350, memory: 3025, loss_cls: 2.4902, loss: 2.4902, grad_norm: 2.8864 2020-10-15 06:58:54,676 - mmaction - INFO - Epoch [27][600/1743] lr: 1.000e-02, eta: 1 day, 17:22:13, time: 0.836, data_time: 0.340, memory: 3025, loss_cls: 2.4949, loss: 2.4949, grad_norm: 2.9157 2020-10-15 06:59:11,290 - mmaction - INFO - Epoch [27][620/1743] lr: 1.000e-02, eta: 1 day, 17:21:31, time: 0.829, data_time: 0.288, memory: 3025, loss_cls: 2.5058, loss: 2.5058, grad_norm: 2.9160 2020-10-15 06:59:28,063 - mmaction - INFO - Epoch [27][640/1743] lr: 1.000e-02, eta: 1 day, 17:20:50, time: 0.844, data_time: 0.239, memory: 3025, loss_cls: 2.5562, loss: 2.5562, grad_norm: 2.8965 2020-10-15 06:59:45,514 - mmaction - INFO - Epoch [27][660/1743] lr: 1.000e-02, eta: 1 day, 17:20:11, time: 0.873, data_time: 0.122, memory: 3025, loss_cls: 2.5109, loss: 2.5109, grad_norm: 2.8918 2020-10-15 07:00:02,813 - mmaction - INFO - Epoch [27][680/1743] lr: 1.000e-02, eta: 1 day, 17:19:31, time: 0.860, data_time: 0.073, memory: 3025, loss_cls: 2.5285, loss: 2.5285, grad_norm: 2.9147 2020-10-15 07:00:19,202 - mmaction - INFO - Epoch [27][700/1743] lr: 1.000e-02, eta: 1 day, 17:18:49, time: 0.820, data_time: 0.039, memory: 3025, loss_cls: 2.4926, loss: 2.4926, grad_norm: 2.9375 2020-10-15 07:00:36,363 - mmaction - INFO - Epoch [27][720/1743] lr: 1.000e-02, eta: 1 day, 17:18:09, time: 0.858, data_time: 0.020, memory: 3025, loss_cls: 2.5365, loss: 2.5365, grad_norm: 2.9064 2020-10-15 07:00:53,064 - mmaction - INFO - Epoch [27][740/1743] lr: 1.000e-02, eta: 1 day, 17:17:27, time: 0.834, data_time: 0.106, memory: 3025, loss_cls: 2.4949, loss: 2.4949, grad_norm: 2.8776 2020-10-15 07:01:09,342 - mmaction - INFO - Epoch [27][760/1743] lr: 1.000e-02, eta: 1 day, 17:16:45, time: 0.814, data_time: 0.040, memory: 3025, loss_cls: 2.5138, loss: 2.5138, grad_norm: 2.9218 2020-10-15 07:01:25,817 - mmaction - INFO - Epoch [27][780/1743] lr: 1.000e-02, eta: 1 day, 17:16:03, time: 0.825, data_time: 0.072, memory: 3025, loss_cls: 2.5324, loss: 2.5324, grad_norm: 2.8781 2020-10-15 07:01:42,856 - mmaction - INFO - Epoch [27][800/1743] lr: 1.000e-02, eta: 1 day, 17:15:23, time: 0.852, data_time: 0.345, memory: 3025, loss_cls: 2.5068, loss: 2.5068, grad_norm: 2.9442 2020-10-15 07:02:00,056 - mmaction - INFO - Epoch [27][820/1743] lr: 1.000e-02, eta: 1 day, 17:14:43, time: 0.861, data_time: 0.191, memory: 3025, loss_cls: 2.4911, loss: 2.4911, grad_norm: 2.8946 2020-10-15 07:02:16,779 - mmaction - INFO - Epoch [27][840/1743] lr: 1.000e-02, eta: 1 day, 17:14:02, time: 0.834, data_time: 0.063, memory: 3025, loss_cls: 2.5179, loss: 2.5179, grad_norm: 2.8882 2020-10-15 07:02:33,555 - mmaction - INFO - Epoch [27][860/1743] lr: 1.000e-02, eta: 1 day, 17:13:21, time: 0.842, data_time: 0.047, memory: 3025, loss_cls: 2.4793, loss: 2.4793, grad_norm: 2.8810 2020-10-15 07:02:49,208 - mmaction - INFO - Epoch [27][880/1743] lr: 1.000e-02, eta: 1 day, 17:12:37, time: 0.783, data_time: 0.101, memory: 3025, loss_cls: 2.5021, loss: 2.5021, grad_norm: 2.9428 2020-10-15 07:03:05,919 - mmaction - INFO - Epoch [27][900/1743] lr: 1.000e-02, eta: 1 day, 17:11:56, time: 0.833, data_time: 0.151, memory: 3025, loss_cls: 2.5021, loss: 2.5021, grad_norm: 2.9344 2020-10-15 07:03:23,687 - mmaction - INFO - Epoch [27][920/1743] lr: 1.000e-02, eta: 1 day, 17:11:18, time: 0.890, data_time: 0.277, memory: 3025, loss_cls: 2.5356, loss: 2.5356, grad_norm: 2.9126 2020-10-15 07:03:40,288 - mmaction - INFO - Epoch [27][940/1743] lr: 1.000e-02, eta: 1 day, 17:10:37, time: 0.831, data_time: 0.115, memory: 3025, loss_cls: 2.5072, loss: 2.5072, grad_norm: 2.8689 2020-10-15 07:03:56,731 - mmaction - INFO - Epoch [27][960/1743] lr: 1.000e-02, eta: 1 day, 17:09:55, time: 0.821, data_time: 0.095, memory: 3025, loss_cls: 2.5129, loss: 2.5129, grad_norm: 2.8854 2020-10-15 07:04:13,995 - mmaction - INFO - Epoch [27][980/1743] lr: 1.000e-02, eta: 1 day, 17:09:16, time: 0.862, data_time: 0.248, memory: 3025, loss_cls: 2.4867, loss: 2.4867, grad_norm: 2.9182 2020-10-15 07:04:30,946 - mmaction - INFO - Epoch [27][1000/1743] lr: 1.000e-02, eta: 1 day, 17:08:36, time: 0.851, data_time: 0.222, memory: 3025, loss_cls: 2.4788, loss: 2.4788, grad_norm: 2.8879 2020-10-15 07:04:47,311 - mmaction - INFO - Epoch [27][1020/1743] lr: 1.000e-02, eta: 1 day, 17:07:53, time: 0.812, data_time: 0.262, memory: 3025, loss_cls: 2.5099, loss: 2.5099, grad_norm: 2.8983 2020-10-15 07:05:03,320 - mmaction - INFO - Epoch [27][1040/1743] lr: 1.000e-02, eta: 1 day, 17:07:11, time: 0.806, data_time: 0.222, memory: 3025, loss_cls: 2.5304, loss: 2.5304, grad_norm: 2.8944 2020-10-15 07:05:20,164 - mmaction - INFO - Epoch [27][1060/1743] lr: 1.000e-02, eta: 1 day, 17:06:30, time: 0.836, data_time: 0.263, memory: 3025, loss_cls: 2.5096, loss: 2.5096, grad_norm: 2.8740 2020-10-15 07:05:36,473 - mmaction - INFO - Epoch [27][1080/1743] lr: 1.000e-02, eta: 1 day, 17:05:48, time: 0.818, data_time: 0.158, memory: 3025, loss_cls: 2.5374, loss: 2.5374, grad_norm: 2.9389 2020-10-15 07:05:53,485 - mmaction - INFO - Epoch [27][1100/1743] lr: 1.000e-02, eta: 1 day, 17:05:08, time: 0.853, data_time: 0.093, memory: 3025, loss_cls: 2.5219, loss: 2.5219, grad_norm: 2.8745 2020-10-15 07:06:09,600 - mmaction - INFO - Epoch [27][1120/1743] lr: 1.000e-02, eta: 1 day, 17:04:26, time: 0.807, data_time: 0.192, memory: 3025, loss_cls: 2.4882, loss: 2.4882, grad_norm: 2.8800 2020-10-15 07:06:26,081 - mmaction - INFO - Epoch [27][1140/1743] lr: 1.000e-02, eta: 1 day, 17:03:45, time: 0.824, data_time: 0.126, memory: 3025, loss_cls: 2.4979, loss: 2.4979, grad_norm: 2.8697 2020-10-15 07:06:43,078 - mmaction - INFO - Epoch [27][1160/1743] lr: 1.000e-02, eta: 1 day, 17:03:05, time: 0.851, data_time: 0.229, memory: 3025, loss_cls: 2.5106, loss: 2.5106, grad_norm: 2.9458 2020-10-15 07:06:59,687 - mmaction - INFO - Epoch [27][1180/1743] lr: 1.000e-02, eta: 1 day, 17:02:23, time: 0.826, data_time: 0.319, memory: 3025, loss_cls: 2.5504, loss: 2.5504, grad_norm: 2.9191 2020-10-15 07:07:16,388 - mmaction - INFO - Epoch [27][1200/1743] lr: 1.000e-02, eta: 1 day, 17:01:43, time: 0.837, data_time: 0.304, memory: 3025, loss_cls: 2.5063, loss: 2.5063, grad_norm: 2.8956 2020-10-15 07:07:33,210 - mmaction - INFO - Epoch [27][1220/1743] lr: 1.000e-02, eta: 1 day, 17:01:02, time: 0.842, data_time: 0.032, memory: 3025, loss_cls: 2.5090, loss: 2.5090, grad_norm: 2.9187 2020-10-15 07:07:50,557 - mmaction - INFO - Epoch [27][1240/1743] lr: 1.000e-02, eta: 1 day, 17:00:23, time: 0.862, data_time: 0.004, memory: 3025, loss_cls: 2.4537, loss: 2.4537, grad_norm: 2.8839 2020-10-15 07:08:06,589 - mmaction - INFO - Epoch [27][1260/1743] lr: 1.000e-02, eta: 1 day, 16:59:41, time: 0.805, data_time: 0.009, memory: 3025, loss_cls: 2.5008, loss: 2.5008, grad_norm: 2.9102 2020-10-15 07:08:23,662 - mmaction - INFO - Epoch [27][1280/1743] lr: 1.000e-02, eta: 1 day, 16:59:01, time: 0.857, data_time: 0.008, memory: 3025, loss_cls: 2.4894, loss: 2.4894, grad_norm: 2.8723 2020-10-15 07:08:40,388 - mmaction - INFO - Epoch [27][1300/1743] lr: 1.000e-02, eta: 1 day, 16:58:21, time: 0.836, data_time: 0.002, memory: 3025, loss_cls: 2.5089, loss: 2.5089, grad_norm: 2.8947 2020-10-15 07:08:56,952 - mmaction - INFO - Epoch [27][1320/1743] lr: 1.000e-02, eta: 1 day, 16:57:40, time: 0.825, data_time: 0.010, memory: 3025, loss_cls: 2.4836, loss: 2.4836, grad_norm: 2.9494 2020-10-15 07:09:13,423 - mmaction - INFO - Epoch [27][1340/1743] lr: 1.000e-02, eta: 1 day, 16:56:58, time: 0.823, data_time: 0.065, memory: 3025, loss_cls: 2.5628, loss: 2.5628, grad_norm: 2.9928 2020-10-15 07:09:30,502 - mmaction - INFO - Epoch [27][1360/1743] lr: 1.000e-02, eta: 1 day, 16:56:19, time: 0.857, data_time: 0.321, memory: 3025, loss_cls: 2.4732, loss: 2.4732, grad_norm: 2.9365 2020-10-15 07:09:47,402 - mmaction - INFO - Epoch [27][1380/1743] lr: 1.000e-02, eta: 1 day, 16:55:39, time: 0.840, data_time: 0.209, memory: 3025, loss_cls: 2.5319, loss: 2.5319, grad_norm: 2.9155 2020-10-15 07:10:04,347 - mmaction - INFO - Epoch [27][1400/1743] lr: 1.000e-02, eta: 1 day, 16:54:59, time: 0.847, data_time: 0.301, memory: 3025, loss_cls: 2.5093, loss: 2.5093, grad_norm: 2.9211 2020-10-15 07:10:21,455 - mmaction - INFO - Epoch [27][1420/1743] lr: 1.000e-02, eta: 1 day, 16:54:19, time: 0.859, data_time: 0.246, memory: 3025, loss_cls: 2.5084, loss: 2.5084, grad_norm: 2.8977 2020-10-15 07:10:38,530 - mmaction - INFO - Epoch [27][1440/1743] lr: 1.000e-02, eta: 1 day, 16:53:40, time: 0.856, data_time: 0.043, memory: 3025, loss_cls: 2.4442, loss: 2.4442, grad_norm: 2.8436 2020-10-15 07:10:54,021 - mmaction - INFO - Epoch [27][1460/1743] lr: 1.000e-02, eta: 1 day, 16:52:56, time: 0.774, data_time: 0.187, memory: 3025, loss_cls: 2.4990, loss: 2.4990, grad_norm: 2.9350 2020-10-15 07:11:11,257 - mmaction - INFO - Epoch [27][1480/1743] lr: 1.000e-02, eta: 1 day, 16:52:17, time: 0.855, data_time: 0.228, memory: 3025, loss_cls: 2.5505, loss: 2.5505, grad_norm: 2.9127 2020-10-15 07:11:27,741 - mmaction - INFO - Epoch [27][1500/1743] lr: 1.000e-02, eta: 1 day, 16:51:36, time: 0.829, data_time: 0.359, memory: 3025, loss_cls: 2.4945, loss: 2.4945, grad_norm: 2.8380 2020-10-15 07:11:45,044 - mmaction - INFO - Epoch [27][1520/1743] lr: 1.000e-02, eta: 1 day, 16:50:57, time: 0.866, data_time: 0.387, memory: 3025, loss_cls: 2.4909, loss: 2.4909, grad_norm: 2.8625 2020-10-15 07:12:01,251 - mmaction - INFO - Epoch [27][1540/1743] lr: 1.000e-02, eta: 1 day, 16:50:16, time: 0.810, data_time: 0.336, memory: 3025, loss_cls: 2.5186, loss: 2.5186, grad_norm: 2.9523 2020-10-15 07:12:17,837 - mmaction - INFO - Epoch [27][1560/1743] lr: 1.000e-02, eta: 1 day, 16:49:35, time: 0.831, data_time: 0.358, memory: 3025, loss_cls: 2.4879, loss: 2.4879, grad_norm: 2.8991 2020-10-15 07:12:33,756 - mmaction - INFO - Epoch [27][1580/1743] lr: 1.000e-02, eta: 1 day, 16:48:52, time: 0.795, data_time: 0.337, memory: 3025, loss_cls: 2.5204, loss: 2.5204, grad_norm: 2.9041 2020-10-15 07:12:50,215 - mmaction - INFO - Epoch [27][1600/1743] lr: 1.000e-02, eta: 1 day, 16:48:11, time: 0.824, data_time: 0.316, memory: 3025, loss_cls: 2.4846, loss: 2.4846, grad_norm: 2.8405 2020-10-15 07:13:07,538 - mmaction - INFO - Epoch [27][1620/1743] lr: 1.000e-02, eta: 1 day, 16:47:33, time: 0.866, data_time: 0.241, memory: 3025, loss_cls: 2.4998, loss: 2.4998, grad_norm: 2.8620 2020-10-15 07:13:23,446 - mmaction - INFO - Epoch [27][1640/1743] lr: 1.000e-02, eta: 1 day, 16:46:50, time: 0.793, data_time: 0.179, memory: 3025, loss_cls: 2.4931, loss: 2.4931, grad_norm: 2.8679 2020-10-15 07:13:40,747 - mmaction - INFO - Epoch [27][1660/1743] lr: 1.000e-02, eta: 1 day, 16:46:12, time: 0.865, data_time: 0.126, memory: 3025, loss_cls: 2.4958, loss: 2.4958, grad_norm: 2.8935 2020-10-15 07:13:57,710 - mmaction - INFO - Epoch [27][1680/1743] lr: 1.000e-02, eta: 1 day, 16:45:32, time: 0.845, data_time: 0.075, memory: 3025, loss_cls: 2.5040, loss: 2.5040, grad_norm: 2.9537 2020-10-15 07:14:13,951 - mmaction - INFO - Epoch [27][1700/1743] lr: 1.000e-02, eta: 1 day, 16:44:51, time: 0.815, data_time: 0.216, memory: 3025, loss_cls: 2.5152, loss: 2.5152, grad_norm: 2.9547 2020-10-15 07:14:30,259 - mmaction - INFO - Epoch [27][1720/1743] lr: 1.000e-02, eta: 1 day, 16:44:09, time: 0.817, data_time: 0.112, memory: 3025, loss_cls: 2.4911, loss: 2.4911, grad_norm: 2.9194 2020-10-15 07:14:46,448 - mmaction - INFO - Epoch [27][1740/1743] lr: 1.000e-02, eta: 1 day, 16:43:28, time: 0.810, data_time: 0.006, memory: 3025, loss_cls: 2.5027, loss: 2.5027, grad_norm: 2.9661 2020-10-15 07:15:23,476 - mmaction - INFO - Epoch [28][20/1743] lr: 1.000e-02, eta: 1 day, 16:43:20, time: 1.673, data_time: 0.863, memory: 3025, loss_cls: 2.4966, loss: 2.4966, grad_norm: 2.9171 2020-10-15 07:15:41,383 - mmaction - INFO - Epoch [28][40/1743] lr: 1.000e-02, eta: 1 day, 16:42:43, time: 0.893, data_time: 0.009, memory: 3025, loss_cls: 2.4746, loss: 2.4746, grad_norm: 2.8511 2020-10-15 07:15:58,081 - mmaction - INFO - Epoch [28][60/1743] lr: 1.000e-02, eta: 1 day, 16:42:03, time: 0.839, data_time: 0.020, memory: 3025, loss_cls: 2.5313, loss: 2.5313, grad_norm: 2.9220 2020-10-15 07:16:15,153 - mmaction - INFO - Epoch [28][80/1743] lr: 1.000e-02, eta: 1 day, 16:41:24, time: 0.853, data_time: 0.005, memory: 3025, loss_cls: 2.4719, loss: 2.4719, grad_norm: 2.9496 2020-10-15 07:16:31,554 - mmaction - INFO - Epoch [28][100/1743] lr: 1.000e-02, eta: 1 day, 16:40:43, time: 0.815, data_time: 0.003, memory: 3025, loss_cls: 2.4906, loss: 2.4906, grad_norm: 2.9420 2020-10-15 07:16:48,899 - mmaction - INFO - Epoch [28][120/1743] lr: 1.000e-02, eta: 1 day, 16:40:05, time: 0.872, data_time: 0.009, memory: 3025, loss_cls: 2.4859, loss: 2.4859, grad_norm: 2.8949 2020-10-15 07:17:05,219 - mmaction - INFO - Epoch [28][140/1743] lr: 1.000e-02, eta: 1 day, 16:39:23, time: 0.808, data_time: 0.004, memory: 3025, loss_cls: 2.5111, loss: 2.5111, grad_norm: 2.9218 2020-10-15 07:17:22,035 - mmaction - INFO - Epoch [28][160/1743] lr: 1.000e-02, eta: 1 day, 16:38:44, time: 0.847, data_time: 0.012, memory: 3025, loss_cls: 2.4968, loss: 2.4968, grad_norm: 2.9208 2020-10-15 07:17:39,083 - mmaction - INFO - Epoch [28][180/1743] lr: 1.000e-02, eta: 1 day, 16:38:04, time: 0.852, data_time: 0.007, memory: 3025, loss_cls: 2.5124, loss: 2.5124, grad_norm: 2.9718 2020-10-15 07:17:56,091 - mmaction - INFO - Epoch [28][200/1743] lr: 1.000e-02, eta: 1 day, 16:37:25, time: 0.851, data_time: 0.008, memory: 3025, loss_cls: 2.4861, loss: 2.4861, grad_norm: 2.9120 2020-10-15 07:18:12,362 - mmaction - INFO - Epoch [28][220/1743] lr: 1.000e-02, eta: 1 day, 16:36:44, time: 0.812, data_time: 0.005, memory: 3025, loss_cls: 2.5067, loss: 2.5067, grad_norm: 2.9509 2020-10-15 07:18:28,910 - mmaction - INFO - Epoch [28][240/1743] lr: 1.000e-02, eta: 1 day, 16:36:04, time: 0.832, data_time: 0.008, memory: 3025, loss_cls: 2.4663, loss: 2.4663, grad_norm: 2.9301 2020-10-15 07:18:46,267 - mmaction - INFO - Epoch [28][260/1743] lr: 1.000e-02, eta: 1 day, 16:35:26, time: 0.867, data_time: 0.005, memory: 3025, loss_cls: 2.4865, loss: 2.4865, grad_norm: 2.9197 2020-10-15 07:19:02,698 - mmaction - INFO - Epoch [28][280/1743] lr: 1.000e-02, eta: 1 day, 16:34:45, time: 0.820, data_time: 0.004, memory: 3025, loss_cls: 2.4667, loss: 2.4667, grad_norm: 2.8972 2020-10-15 07:19:19,638 - mmaction - INFO - Epoch [28][300/1743] lr: 1.000e-02, eta: 1 day, 16:34:06, time: 0.849, data_time: 0.005, memory: 3025, loss_cls: 2.5210, loss: 2.5210, grad_norm: 2.9417 2020-10-15 07:19:36,726 - mmaction - INFO - Epoch [28][320/1743] lr: 1.000e-02, eta: 1 day, 16:33:27, time: 0.850, data_time: 0.006, memory: 3025, loss_cls: 2.5350, loss: 2.5350, grad_norm: 2.9516 2020-10-15 07:19:53,834 - mmaction - INFO - Epoch [28][340/1743] lr: 1.000e-02, eta: 1 day, 16:32:48, time: 0.860, data_time: 0.008, memory: 3025, loss_cls: 2.4775, loss: 2.4775, grad_norm: 2.8978 2020-10-15 07:20:10,931 - mmaction - INFO - Epoch [28][360/1743] lr: 1.000e-02, eta: 1 day, 16:32:09, time: 0.851, data_time: 0.004, memory: 3025, loss_cls: 2.5277, loss: 2.5277, grad_norm: 2.9656 2020-10-15 07:20:27,570 - mmaction - INFO - Epoch [28][380/1743] lr: 1.000e-02, eta: 1 day, 16:31:29, time: 0.831, data_time: 0.008, memory: 3025, loss_cls: 2.5031, loss: 2.5031, grad_norm: 2.8817 2020-10-15 07:20:44,647 - mmaction - INFO - Epoch [28][400/1743] lr: 1.000e-02, eta: 1 day, 16:30:50, time: 0.856, data_time: 0.008, memory: 3025, loss_cls: 2.4944, loss: 2.4944, grad_norm: 2.9059 2020-10-15 07:21:01,902 - mmaction - INFO - Epoch [28][420/1743] lr: 1.000e-02, eta: 1 day, 16:30:12, time: 0.865, data_time: 0.011, memory: 3025, loss_cls: 2.4779, loss: 2.4779, grad_norm: 2.8742 2020-10-15 07:21:18,104 - mmaction - INFO - Epoch [28][440/1743] lr: 1.000e-02, eta: 1 day, 16:29:31, time: 0.808, data_time: 0.003, memory: 3025, loss_cls: 2.5012, loss: 2.5012, grad_norm: 2.9060 2020-10-15 07:21:35,330 - mmaction - INFO - Epoch [28][460/1743] lr: 1.000e-02, eta: 1 day, 16:28:52, time: 0.860, data_time: 0.005, memory: 3025, loss_cls: 2.5113, loss: 2.5113, grad_norm: 2.8998 2020-10-15 07:21:52,431 - mmaction - INFO - Epoch [28][480/1743] lr: 1.000e-02, eta: 1 day, 16:28:14, time: 0.856, data_time: 0.009, memory: 3025, loss_cls: 2.4722, loss: 2.4722, grad_norm: 2.8789 2020-10-15 07:22:09,260 - mmaction - INFO - Epoch [28][500/1743] lr: 1.000e-02, eta: 1 day, 16:27:34, time: 0.842, data_time: 0.005, memory: 3025, loss_cls: 2.5031, loss: 2.5031, grad_norm: 2.8884 2020-10-15 07:22:25,751 - mmaction - INFO - Epoch [28][520/1743] lr: 1.000e-02, eta: 1 day, 16:26:54, time: 0.819, data_time: 0.004, memory: 3025, loss_cls: 2.4585, loss: 2.4585, grad_norm: 2.8811 2020-10-15 07:22:42,870 - mmaction - INFO - Epoch [28][540/1743] lr: 1.000e-02, eta: 1 day, 16:26:15, time: 0.860, data_time: 0.010, memory: 3025, loss_cls: 2.4993, loss: 2.4993, grad_norm: 2.9246 2020-10-15 07:22:59,348 - mmaction - INFO - Epoch [28][560/1743] lr: 1.000e-02, eta: 1 day, 16:25:35, time: 0.826, data_time: 0.006, memory: 3025, loss_cls: 2.4767, loss: 2.4767, grad_norm: 2.9275 2020-10-15 07:23:16,014 - mmaction - INFO - Epoch [28][580/1743] lr: 1.000e-02, eta: 1 day, 16:24:55, time: 0.828, data_time: 0.006, memory: 3025, loss_cls: 2.4784, loss: 2.4784, grad_norm: 2.9286 2020-10-15 07:23:32,817 - mmaction - INFO - Epoch [28][600/1743] lr: 1.000e-02, eta: 1 day, 16:24:16, time: 0.839, data_time: 0.011, memory: 3025, loss_cls: 2.5009, loss: 2.5009, grad_norm: 2.9125 2020-10-15 07:23:49,419 - mmaction - INFO - Epoch [28][620/1743] lr: 1.000e-02, eta: 1 day, 16:23:36, time: 0.831, data_time: 0.012, memory: 3025, loss_cls: 2.4609, loss: 2.4609, grad_norm: 2.9223 2020-10-15 07:24:06,004 - mmaction - INFO - Epoch [28][640/1743] lr: 1.000e-02, eta: 1 day, 16:22:56, time: 0.831, data_time: 0.012, memory: 3025, loss_cls: 2.5058, loss: 2.5058, grad_norm: 3.0270 2020-10-15 07:24:22,363 - mmaction - INFO - Epoch [28][660/1743] lr: 1.000e-02, eta: 1 day, 16:22:15, time: 0.817, data_time: 0.008, memory: 3025, loss_cls: 2.5218, loss: 2.5218, grad_norm: 2.9708 2020-10-15 07:24:39,399 - mmaction - INFO - Epoch [28][680/1743] lr: 1.000e-02, eta: 1 day, 16:21:37, time: 0.856, data_time: 0.012, memory: 3025, loss_cls: 2.4928, loss: 2.4928, grad_norm: 2.8835 2020-10-15 07:24:55,900 - mmaction - INFO - Epoch [28][700/1743] lr: 1.000e-02, eta: 1 day, 16:20:57, time: 0.829, data_time: 0.006, memory: 3025, loss_cls: 2.4934, loss: 2.4934, grad_norm: 2.8789 2020-10-15 07:25:12,199 - mmaction - INFO - Epoch [28][720/1743] lr: 1.000e-02, eta: 1 day, 16:20:16, time: 0.812, data_time: 0.003, memory: 3025, loss_cls: 2.4863, loss: 2.4863, grad_norm: 2.9501 2020-10-15 07:25:28,446 - mmaction - INFO - Epoch [28][740/1743] lr: 1.000e-02, eta: 1 day, 16:19:36, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.5140, loss: 2.5140, grad_norm: 2.9296 2020-10-15 07:25:45,635 - mmaction - INFO - Epoch [28][760/1743] lr: 1.000e-02, eta: 1 day, 16:18:57, time: 0.857, data_time: 0.004, memory: 3025, loss_cls: 2.4944, loss: 2.4944, grad_norm: 2.9280 2020-10-15 07:26:03,157 - mmaction - INFO - Epoch [28][780/1743] lr: 1.000e-02, eta: 1 day, 16:18:20, time: 0.877, data_time: 0.006, memory: 3025, loss_cls: 2.5143, loss: 2.5143, grad_norm: 2.9540 2020-10-15 07:26:19,314 - mmaction - INFO - Epoch [28][800/1743] lr: 1.000e-02, eta: 1 day, 16:17:39, time: 0.808, data_time: 0.006, memory: 3025, loss_cls: 2.5187, loss: 2.5187, grad_norm: 2.9497 2020-10-15 07:26:35,424 - mmaction - INFO - Epoch [28][820/1743] lr: 1.000e-02, eta: 1 day, 16:16:58, time: 0.805, data_time: 0.009, memory: 3025, loss_cls: 2.4815, loss: 2.4815, grad_norm: 2.9166 2020-10-15 07:26:52,127 - mmaction - INFO - Epoch [28][840/1743] lr: 1.000e-02, eta: 1 day, 16:16:19, time: 0.836, data_time: 0.006, memory: 3025, loss_cls: 2.5119, loss: 2.5119, grad_norm: 2.9235 2020-10-15 07:27:09,097 - mmaction - INFO - Epoch [28][860/1743] lr: 1.000e-02, eta: 1 day, 16:15:40, time: 0.850, data_time: 0.005, memory: 3025, loss_cls: 2.4732, loss: 2.4732, grad_norm: 2.8737 2020-10-15 07:27:25,749 - mmaction - INFO - Epoch [28][880/1743] lr: 1.000e-02, eta: 1 day, 16:15:01, time: 0.831, data_time: 0.003, memory: 3025, loss_cls: 2.4691, loss: 2.4691, grad_norm: 2.8538 2020-10-15 07:27:43,009 - mmaction - INFO - Epoch [28][900/1743] lr: 1.000e-02, eta: 1 day, 16:14:23, time: 0.861, data_time: 0.006, memory: 3025, loss_cls: 2.4774, loss: 2.4774, grad_norm: 2.8825 2020-10-15 07:27:59,509 - mmaction - INFO - Epoch [28][920/1743] lr: 1.000e-02, eta: 1 day, 16:13:43, time: 0.829, data_time: 0.006, memory: 3025, loss_cls: 2.4993, loss: 2.4993, grad_norm: 2.9284 2020-10-15 07:28:16,814 - mmaction - INFO - Epoch [28][940/1743] lr: 1.000e-02, eta: 1 day, 16:13:05, time: 0.866, data_time: 0.004, memory: 3025, loss_cls: 2.4732, loss: 2.4732, grad_norm: 2.9196 2020-10-15 07:28:33,299 - mmaction - INFO - Epoch [28][960/1743] lr: 1.000e-02, eta: 1 day, 16:12:25, time: 0.821, data_time: 0.004, memory: 3025, loss_cls: 2.5128, loss: 2.5128, grad_norm: 2.9519 2020-10-15 07:28:49,722 - mmaction - INFO - Epoch [28][980/1743] lr: 1.000e-02, eta: 1 day, 16:11:45, time: 0.815, data_time: 0.005, memory: 3025, loss_cls: 2.4874, loss: 2.4874, grad_norm: 2.9009 2020-10-15 07:29:06,412 - mmaction - INFO - Epoch [28][1000/1743] lr: 1.000e-02, eta: 1 day, 16:11:06, time: 0.839, data_time: 0.013, memory: 3025, loss_cls: 2.5152, loss: 2.5152, grad_norm: 2.9211 2020-10-15 07:29:23,208 - mmaction - INFO - Epoch [28][1020/1743] lr: 1.000e-02, eta: 1 day, 16:10:27, time: 0.837, data_time: 0.008, memory: 3025, loss_cls: 2.4462, loss: 2.4462, grad_norm: 2.9006 2020-10-15 07:29:39,837 - mmaction - INFO - Epoch [28][1040/1743] lr: 1.000e-02, eta: 1 day, 16:09:48, time: 0.840, data_time: 0.010, memory: 3025, loss_cls: 2.4979, loss: 2.4979, grad_norm: 2.9606 2020-10-15 07:29:56,383 - mmaction - INFO - Epoch [28][1060/1743] lr: 1.000e-02, eta: 1 day, 16:09:08, time: 0.825, data_time: 0.003, memory: 3025, loss_cls: 2.5209, loss: 2.5209, grad_norm: 2.9720 2020-10-15 07:30:13,721 - mmaction - INFO - Epoch [28][1080/1743] lr: 1.000e-02, eta: 1 day, 16:08:30, time: 0.867, data_time: 0.004, memory: 3025, loss_cls: 2.5096, loss: 2.5096, grad_norm: 2.9128 2020-10-15 07:30:29,985 - mmaction - INFO - Epoch [28][1100/1743] lr: 1.000e-02, eta: 1 day, 16:07:50, time: 0.813, data_time: 0.004, memory: 3025, loss_cls: 2.4981, loss: 2.4981, grad_norm: 2.9199 2020-10-15 07:30:46,335 - mmaction - INFO - Epoch [28][1120/1743] lr: 1.000e-02, eta: 1 day, 16:07:10, time: 0.814, data_time: 0.004, memory: 3025, loss_cls: 2.5120, loss: 2.5120, grad_norm: 2.9888 2020-10-15 07:31:03,483 - mmaction - INFO - Epoch [28][1140/1743] lr: 1.000e-02, eta: 1 day, 16:06:32, time: 0.859, data_time: 0.010, memory: 3025, loss_cls: 2.4825, loss: 2.4825, grad_norm: 2.9542 2020-10-15 07:31:19,679 - mmaction - INFO - Epoch [28][1160/1743] lr: 1.000e-02, eta: 1 day, 16:05:52, time: 0.815, data_time: 0.011, memory: 3025, loss_cls: 2.4508, loss: 2.4508, grad_norm: 2.8804 2020-10-15 07:31:36,956 - mmaction - INFO - Epoch [28][1180/1743] lr: 1.000e-02, eta: 1 day, 16:05:14, time: 0.857, data_time: 0.002, memory: 3025, loss_cls: 2.4865, loss: 2.4865, grad_norm: 2.9681 2020-10-15 07:31:54,152 - mmaction - INFO - Epoch [28][1200/1743] lr: 1.000e-02, eta: 1 day, 16:04:36, time: 0.864, data_time: 0.008, memory: 3025, loss_cls: 2.5096, loss: 2.5096, grad_norm: 2.9569 2020-10-15 07:32:10,828 - mmaction - INFO - Epoch [28][1220/1743] lr: 1.000e-02, eta: 1 day, 16:03:57, time: 0.828, data_time: 0.006, memory: 3025, loss_cls: 2.5471, loss: 2.5471, grad_norm: 2.9576 2020-10-15 07:32:28,550 - mmaction - INFO - Epoch [28][1240/1743] lr: 1.000e-02, eta: 1 day, 16:03:20, time: 0.881, data_time: 0.012, memory: 3025, loss_cls: 2.5439, loss: 2.5439, grad_norm: 2.9353 2020-10-15 07:32:44,682 - mmaction - INFO - Epoch [28][1260/1743] lr: 1.000e-02, eta: 1 day, 16:02:40, time: 0.816, data_time: 0.018, memory: 3025, loss_cls: 2.4778, loss: 2.4778, grad_norm: 2.9012 2020-10-15 07:33:00,336 - mmaction - INFO - Epoch [28][1280/1743] lr: 1.000e-02, eta: 1 day, 16:01:59, time: 0.784, data_time: 0.005, memory: 3025, loss_cls: 2.4758, loss: 2.4758, grad_norm: 2.8929 2020-10-15 07:33:16,869 - mmaction - INFO - Epoch [28][1300/1743] lr: 1.000e-02, eta: 1 day, 16:01:19, time: 0.823, data_time: 0.005, memory: 3025, loss_cls: 2.5170, loss: 2.5170, grad_norm: 2.9871 2020-10-15 07:33:33,323 - mmaction - INFO - Epoch [28][1320/1743] lr: 1.000e-02, eta: 1 day, 16:00:39, time: 0.824, data_time: 0.010, memory: 3025, loss_cls: 2.5072, loss: 2.5072, grad_norm: 2.9183 2020-10-15 07:33:49,819 - mmaction - INFO - Epoch [28][1340/1743] lr: 1.000e-02, eta: 1 day, 16:00:00, time: 0.828, data_time: 0.007, memory: 3025, loss_cls: 2.5158, loss: 2.5158, grad_norm: 2.9558 2020-10-15 07:34:07,026 - mmaction - INFO - Epoch [28][1360/1743] lr: 1.000e-02, eta: 1 day, 15:59:22, time: 0.857, data_time: 0.003, memory: 3025, loss_cls: 2.4881, loss: 2.4881, grad_norm: 2.9380 2020-10-15 07:34:23,844 - mmaction - INFO - Epoch [28][1380/1743] lr: 1.000e-02, eta: 1 day, 15:58:44, time: 0.840, data_time: 0.007, memory: 3025, loss_cls: 2.4920, loss: 2.4920, grad_norm: 2.9103 2020-10-15 07:34:39,810 - mmaction - INFO - Epoch [28][1400/1743] lr: 1.000e-02, eta: 1 day, 15:58:03, time: 0.801, data_time: 0.007, memory: 3025, loss_cls: 2.5164, loss: 2.5164, grad_norm: 2.9494 2020-10-15 07:34:56,066 - mmaction - INFO - Epoch [28][1420/1743] lr: 1.000e-02, eta: 1 day, 15:57:23, time: 0.811, data_time: 0.009, memory: 3025, loss_cls: 2.5189, loss: 2.5189, grad_norm: 2.9063 2020-10-15 07:35:12,643 - mmaction - INFO - Epoch [28][1440/1743] lr: 1.000e-02, eta: 1 day, 15:56:44, time: 0.828, data_time: 0.006, memory: 3025, loss_cls: 2.5003, loss: 2.5003, grad_norm: 2.8805 2020-10-15 07:35:29,136 - mmaction - INFO - Epoch [28][1460/1743] lr: 1.000e-02, eta: 1 day, 15:56:05, time: 0.829, data_time: 0.007, memory: 3025, loss_cls: 2.4993, loss: 2.4993, grad_norm: 2.8872 2020-10-15 07:35:46,192 - mmaction - INFO - Epoch [28][1480/1743] lr: 1.000e-02, eta: 1 day, 15:55:26, time: 0.850, data_time: 0.002, memory: 3025, loss_cls: 2.4833, loss: 2.4833, grad_norm: 2.8531 2020-10-15 07:36:02,229 - mmaction - INFO - Epoch [28][1500/1743] lr: 1.000e-02, eta: 1 day, 15:54:46, time: 0.806, data_time: 0.006, memory: 3025, loss_cls: 2.4517, loss: 2.4517, grad_norm: 2.8685 2020-10-15 07:36:18,740 - mmaction - INFO - Epoch [28][1520/1743] lr: 1.000e-02, eta: 1 day, 15:54:07, time: 0.822, data_time: 0.002, memory: 3025, loss_cls: 2.4745, loss: 2.4745, grad_norm: 2.8883 2020-10-15 07:36:35,703 - mmaction - INFO - Epoch [28][1540/1743] lr: 1.000e-02, eta: 1 day, 15:53:29, time: 0.848, data_time: 0.004, memory: 3025, loss_cls: 2.4835, loss: 2.4835, grad_norm: 2.9221 2020-10-15 07:36:52,182 - mmaction - INFO - Epoch [28][1560/1743] lr: 1.000e-02, eta: 1 day, 15:52:49, time: 0.825, data_time: 0.006, memory: 3025, loss_cls: 2.4650, loss: 2.4650, grad_norm: 2.8745 2020-10-15 07:37:08,787 - mmaction - INFO - Epoch [28][1580/1743] lr: 1.000e-02, eta: 1 day, 15:52:10, time: 0.826, data_time: 0.009, memory: 3025, loss_cls: 2.4791, loss: 2.4791, grad_norm: 2.8637 2020-10-15 07:37:25,593 - mmaction - INFO - Epoch [28][1600/1743] lr: 1.000e-02, eta: 1 day, 15:51:32, time: 0.846, data_time: 0.009, memory: 3025, loss_cls: 2.4929, loss: 2.4929, grad_norm: 2.9508 2020-10-15 07:37:42,793 - mmaction - INFO - Epoch [28][1620/1743] lr: 1.000e-02, eta: 1 day, 15:50:55, time: 0.859, data_time: 0.003, memory: 3025, loss_cls: 2.5045, loss: 2.5045, grad_norm: 2.8793 2020-10-15 07:37:59,328 - mmaction - INFO - Epoch [28][1640/1743] lr: 1.000e-02, eta: 1 day, 15:50:15, time: 0.826, data_time: 0.003, memory: 3025, loss_cls: 2.5060, loss: 2.5060, grad_norm: 2.9098 2020-10-15 07:38:15,106 - mmaction - INFO - Epoch [28][1660/1743] lr: 1.000e-02, eta: 1 day, 15:49:34, time: 0.791, data_time: 0.004, memory: 3025, loss_cls: 2.5215, loss: 2.5215, grad_norm: 2.9442 2020-10-15 07:38:31,534 - mmaction - INFO - Epoch [28][1680/1743] lr: 1.000e-02, eta: 1 day, 15:48:55, time: 0.819, data_time: 0.003, memory: 3025, loss_cls: 2.5001, loss: 2.5001, grad_norm: 2.8999 2020-10-15 07:38:48,205 - mmaction - INFO - Epoch [28][1700/1743] lr: 1.000e-02, eta: 1 day, 15:48:16, time: 0.831, data_time: 0.005, memory: 3025, loss_cls: 2.4564, loss: 2.4564, grad_norm: 2.8796 2020-10-15 07:39:04,928 - mmaction - INFO - Epoch [28][1720/1743] lr: 1.000e-02, eta: 1 day, 15:47:38, time: 0.837, data_time: 0.008, memory: 3025, loss_cls: 2.5223, loss: 2.5223, grad_norm: 2.8692 2020-10-15 07:39:22,049 - mmaction - INFO - Epoch [28][1740/1743] lr: 1.000e-02, eta: 1 day, 15:47:00, time: 0.861, data_time: 0.008, memory: 3025, loss_cls: 2.4984, loss: 2.4984, grad_norm: 2.9609 2020-10-15 07:40:20,721 - mmaction - INFO - Epoch [29][20/1743] lr: 1.000e-02, eta: 1 day, 15:47:37, time: 2.543, data_time: 2.000, memory: 3025, loss_cls: 2.4980, loss: 2.4980, grad_norm: 2.9295 2020-10-15 07:40:39,168 - mmaction - INFO - Epoch [29][40/1743] lr: 1.000e-02, eta: 1 day, 15:47:03, time: 0.921, data_time: 0.239, memory: 3025, loss_cls: 2.4720, loss: 2.4720, grad_norm: 2.9024 2020-10-15 07:40:56,438 - mmaction - INFO - Epoch [29][60/1743] lr: 1.000e-02, eta: 1 day, 15:46:26, time: 0.863, data_time: 0.149, memory: 3025, loss_cls: 2.4695, loss: 2.4695, grad_norm: 2.8753 2020-10-15 07:41:13,695 - mmaction - INFO - Epoch [29][80/1743] lr: 1.000e-02, eta: 1 day, 15:45:49, time: 0.860, data_time: 0.257, memory: 3025, loss_cls: 2.4493, loss: 2.4493, grad_norm: 2.9183 2020-10-15 07:41:30,964 - mmaction - INFO - Epoch [29][100/1743] lr: 1.000e-02, eta: 1 day, 15:45:12, time: 0.859, data_time: 0.173, memory: 3025, loss_cls: 2.4620, loss: 2.4620, grad_norm: 2.9134 2020-10-15 07:41:48,086 - mmaction - INFO - Epoch [29][120/1743] lr: 1.000e-02, eta: 1 day, 15:44:35, time: 0.867, data_time: 0.043, memory: 3025, loss_cls: 2.4819, loss: 2.4819, grad_norm: 2.9007 2020-10-15 07:42:04,252 - mmaction - INFO - Epoch [29][140/1743] lr: 1.000e-02, eta: 1 day, 15:43:55, time: 0.804, data_time: 0.002, memory: 3025, loss_cls: 2.4822, loss: 2.4822, grad_norm: 2.8756 2020-10-15 07:42:21,202 - mmaction - INFO - Epoch [29][160/1743] lr: 1.000e-02, eta: 1 day, 15:43:17, time: 0.845, data_time: 0.007, memory: 3025, loss_cls: 2.5033, loss: 2.5033, grad_norm: 2.9357 2020-10-15 07:42:37,654 - mmaction - INFO - Epoch [29][180/1743] lr: 1.000e-02, eta: 1 day, 15:42:38, time: 0.828, data_time: 0.010, memory: 3025, loss_cls: 2.4469, loss: 2.4469, grad_norm: 2.8763 2020-10-15 07:42:54,500 - mmaction - INFO - Epoch [29][200/1743] lr: 1.000e-02, eta: 1 day, 15:42:00, time: 0.841, data_time: 0.004, memory: 3025, loss_cls: 2.4717, loss: 2.4717, grad_norm: 2.8840 2020-10-15 07:43:10,754 - mmaction - INFO - Epoch [29][220/1743] lr: 1.000e-02, eta: 1 day, 15:41:20, time: 0.808, data_time: 0.003, memory: 3025, loss_cls: 2.5127, loss: 2.5127, grad_norm: 2.9040 2020-10-15 07:43:27,180 - mmaction - INFO - Epoch [29][240/1743] lr: 1.000e-02, eta: 1 day, 15:40:41, time: 0.825, data_time: 0.011, memory: 3025, loss_cls: 2.4685, loss: 2.4685, grad_norm: 2.8903 2020-10-15 07:43:43,883 - mmaction - INFO - Epoch [29][260/1743] lr: 1.000e-02, eta: 1 day, 15:40:02, time: 0.833, data_time: 0.005, memory: 3025, loss_cls: 2.4655, loss: 2.4655, grad_norm: 2.8648 2020-10-15 07:43:59,826 - mmaction - INFO - Epoch [29][280/1743] lr: 1.000e-02, eta: 1 day, 15:39:22, time: 0.801, data_time: 0.008, memory: 3025, loss_cls: 2.5219, loss: 2.5219, grad_norm: 2.9126 2020-10-15 07:44:16,013 - mmaction - INFO - Epoch [29][300/1743] lr: 1.000e-02, eta: 1 day, 15:38:42, time: 0.806, data_time: 0.003, memory: 3025, loss_cls: 2.4214, loss: 2.4214, grad_norm: 2.8899 2020-10-15 07:44:31,871 - mmaction - INFO - Epoch [29][320/1743] lr: 1.000e-02, eta: 1 day, 15:38:02, time: 0.796, data_time: 0.008, memory: 3025, loss_cls: 2.4865, loss: 2.4865, grad_norm: 2.9239 2020-10-15 07:44:49,043 - mmaction - INFO - Epoch [29][340/1743] lr: 1.000e-02, eta: 1 day, 15:37:25, time: 0.858, data_time: 0.005, memory: 3025, loss_cls: 2.5140, loss: 2.5140, grad_norm: 2.9539 2020-10-15 07:45:05,989 - mmaction - INFO - Epoch [29][360/1743] lr: 1.000e-02, eta: 1 day, 15:36:47, time: 0.847, data_time: 0.006, memory: 3025, loss_cls: 2.4963, loss: 2.4963, grad_norm: 2.9283 2020-10-15 07:45:23,246 - mmaction - INFO - Epoch [29][380/1743] lr: 1.000e-02, eta: 1 day, 15:36:10, time: 0.862, data_time: 0.004, memory: 3025, loss_cls: 2.4399, loss: 2.4399, grad_norm: 2.8595 2020-10-15 07:45:40,034 - mmaction - INFO - Epoch [29][400/1743] lr: 1.000e-02, eta: 1 day, 15:35:32, time: 0.841, data_time: 0.005, memory: 3025, loss_cls: 2.4912, loss: 2.4912, grad_norm: 2.9700 2020-10-15 07:45:57,393 - mmaction - INFO - Epoch [29][420/1743] lr: 1.000e-02, eta: 1 day, 15:34:56, time: 0.862, data_time: 0.007, memory: 3025, loss_cls: 2.5053, loss: 2.5053, grad_norm: 2.9578 2020-10-15 07:46:14,113 - mmaction - INFO - Epoch [29][440/1743] lr: 1.000e-02, eta: 1 day, 15:34:18, time: 0.842, data_time: 0.009, memory: 3025, loss_cls: 2.4952, loss: 2.4952, grad_norm: 2.9142 2020-10-15 07:46:30,274 - mmaction - INFO - Epoch [29][460/1743] lr: 1.000e-02, eta: 1 day, 15:33:38, time: 0.808, data_time: 0.002, memory: 3025, loss_cls: 2.4954, loss: 2.4954, grad_norm: 2.8589 2020-10-15 07:46:47,654 - mmaction - INFO - Epoch [29][480/1743] lr: 1.000e-02, eta: 1 day, 15:33:01, time: 0.867, data_time: 0.003, memory: 3025, loss_cls: 2.4879, loss: 2.4879, grad_norm: 2.9545 2020-10-15 07:47:04,702 - mmaction - INFO - Epoch [29][500/1743] lr: 1.000e-02, eta: 1 day, 15:32:24, time: 0.850, data_time: 0.004, memory: 3025, loss_cls: 2.4762, loss: 2.4762, grad_norm: 2.9631 2020-10-15 07:47:21,018 - mmaction - INFO - Epoch [29][520/1743] lr: 1.000e-02, eta: 1 day, 15:31:45, time: 0.813, data_time: 0.008, memory: 3025, loss_cls: 2.5296, loss: 2.5296, grad_norm: 3.0379 2020-10-15 07:47:38,194 - mmaction - INFO - Epoch [29][540/1743] lr: 1.000e-02, eta: 1 day, 15:31:08, time: 0.863, data_time: 0.013, memory: 3025, loss_cls: 2.4853, loss: 2.4853, grad_norm: 2.9069 2020-10-15 07:47:54,338 - mmaction - INFO - Epoch [29][560/1743] lr: 1.000e-02, eta: 1 day, 15:30:28, time: 0.804, data_time: 0.006, memory: 3025, loss_cls: 2.5117, loss: 2.5117, grad_norm: 2.9610 2020-10-15 07:48:11,037 - mmaction - INFO - Epoch [29][580/1743] lr: 1.000e-02, eta: 1 day, 15:29:50, time: 0.839, data_time: 0.009, memory: 3025, loss_cls: 2.5057, loss: 2.5057, grad_norm: 2.9366 2020-10-15 07:48:27,718 - mmaction - INFO - Epoch [29][600/1743] lr: 1.000e-02, eta: 1 day, 15:29:12, time: 0.834, data_time: 0.005, memory: 3025, loss_cls: 2.5041, loss: 2.5041, grad_norm: 2.8935 2020-10-15 07:48:44,844 - mmaction - INFO - Epoch [29][620/1743] lr: 1.000e-02, eta: 1 day, 15:28:35, time: 0.855, data_time: 0.007, memory: 3025, loss_cls: 2.5083, loss: 2.5083, grad_norm: 2.9509 2020-10-15 07:49:01,782 - mmaction - INFO - Epoch [29][640/1743] lr: 1.000e-02, eta: 1 day, 15:27:58, time: 0.849, data_time: 0.008, memory: 3025, loss_cls: 2.4823, loss: 2.4823, grad_norm: 2.9171 2020-10-15 07:49:18,913 - mmaction - INFO - Epoch [29][660/1743] lr: 1.000e-02, eta: 1 day, 15:27:21, time: 0.857, data_time: 0.008, memory: 3025, loss_cls: 2.4639, loss: 2.4639, grad_norm: 2.9243 2020-10-15 07:49:36,115 - mmaction - INFO - Epoch [29][680/1743] lr: 1.000e-02, eta: 1 day, 15:26:44, time: 0.863, data_time: 0.005, memory: 3025, loss_cls: 2.5386, loss: 2.5386, grad_norm: 2.9485 2020-10-15 07:49:53,122 - mmaction - INFO - Epoch [29][700/1743] lr: 1.000e-02, eta: 1 day, 15:26:07, time: 0.842, data_time: 0.001, memory: 3025, loss_cls: 2.4723, loss: 2.4723, grad_norm: 2.8642 2020-10-15 07:50:09,334 - mmaction - INFO - Epoch [29][720/1743] lr: 1.000e-02, eta: 1 day, 15:25:27, time: 0.812, data_time: 0.010, memory: 3025, loss_cls: 2.5441, loss: 2.5441, grad_norm: 3.0028 2020-10-15 07:50:26,308 - mmaction - INFO - Epoch [29][740/1743] lr: 1.000e-02, eta: 1 day, 15:24:50, time: 0.852, data_time: 0.012, memory: 3025, loss_cls: 2.5067, loss: 2.5067, grad_norm: 2.9477 2020-10-15 07:50:42,436 - mmaction - INFO - Epoch [29][760/1743] lr: 1.000e-02, eta: 1 day, 15:24:11, time: 0.808, data_time: 0.007, memory: 3025, loss_cls: 2.5037, loss: 2.5037, grad_norm: 2.9226 2020-10-15 07:50:59,736 - mmaction - INFO - Epoch [29][780/1743] lr: 1.000e-02, eta: 1 day, 15:23:34, time: 0.866, data_time: 0.006, memory: 3025, loss_cls: 2.5261, loss: 2.5261, grad_norm: 2.9256 2020-10-15 07:51:16,296 - mmaction - INFO - Epoch [29][800/1743] lr: 1.000e-02, eta: 1 day, 15:22:56, time: 0.827, data_time: 0.004, memory: 3025, loss_cls: 2.4992, loss: 2.4992, grad_norm: 2.9040 2020-10-15 07:51:32,577 - mmaction - INFO - Epoch [29][820/1743] lr: 1.000e-02, eta: 1 day, 15:22:17, time: 0.814, data_time: 0.006, memory: 3025, loss_cls: 2.4884, loss: 2.4884, grad_norm: 2.9324 2020-10-15 07:51:49,012 - mmaction - INFO - Epoch [29][840/1743] lr: 1.000e-02, eta: 1 day, 15:21:38, time: 0.818, data_time: 0.005, memory: 3025, loss_cls: 2.5369, loss: 2.5369, grad_norm: 2.9423 2020-10-15 07:52:05,941 - mmaction - INFO - Epoch [29][860/1743] lr: 1.000e-02, eta: 1 day, 15:21:01, time: 0.844, data_time: 0.012, memory: 3025, loss_cls: 2.4453, loss: 2.4453, grad_norm: 2.9254 2020-10-15 07:52:22,039 - mmaction - INFO - Epoch [29][880/1743] lr: 1.000e-02, eta: 1 day, 15:20:22, time: 0.808, data_time: 0.012, memory: 3025, loss_cls: 2.4839, loss: 2.4839, grad_norm: 2.9757 2020-10-15 07:52:38,268 - mmaction - INFO - Epoch [29][900/1743] lr: 1.000e-02, eta: 1 day, 15:19:43, time: 0.814, data_time: 0.007, memory: 3025, loss_cls: 2.4466, loss: 2.4466, grad_norm: 2.8670 2020-10-15 07:52:55,135 - mmaction - INFO - Epoch [29][920/1743] lr: 1.000e-02, eta: 1 day, 15:19:06, time: 0.844, data_time: 0.005, memory: 3025, loss_cls: 2.4677, loss: 2.4677, grad_norm: 2.9548 2020-10-15 07:53:11,988 - mmaction - INFO - Epoch [29][940/1743] lr: 1.000e-02, eta: 1 day, 15:18:28, time: 0.844, data_time: 0.003, memory: 3025, loss_cls: 2.4821, loss: 2.4821, grad_norm: 2.9130 2020-10-15 07:53:28,843 - mmaction - INFO - Epoch [29][960/1743] lr: 1.000e-02, eta: 1 day, 15:17:51, time: 0.843, data_time: 0.002, memory: 3025, loss_cls: 2.4566, loss: 2.4566, grad_norm: 2.8950 2020-10-15 07:53:45,423 - mmaction - INFO - Epoch [29][980/1743] lr: 1.000e-02, eta: 1 day, 15:17:13, time: 0.828, data_time: 0.002, memory: 3025, loss_cls: 2.5026, loss: 2.5026, grad_norm: 2.9074 2020-10-15 07:54:02,482 - mmaction - INFO - Epoch [29][1000/1743] lr: 1.000e-02, eta: 1 day, 15:16:36, time: 0.851, data_time: 0.003, memory: 3025, loss_cls: 2.4718, loss: 2.4718, grad_norm: 2.9385 2020-10-15 07:54:18,387 - mmaction - INFO - Epoch [29][1020/1743] lr: 1.000e-02, eta: 1 day, 15:15:56, time: 0.794, data_time: 0.005, memory: 3025, loss_cls: 2.4751, loss: 2.4751, grad_norm: 2.9248 2020-10-15 07:54:35,085 - mmaction - INFO - Epoch [29][1040/1743] lr: 1.000e-02, eta: 1 day, 15:15:18, time: 0.838, data_time: 0.009, memory: 3025, loss_cls: 2.4794, loss: 2.4794, grad_norm: 2.9536 2020-10-15 07:54:51,660 - mmaction - INFO - Epoch [29][1060/1743] lr: 1.000e-02, eta: 1 day, 15:14:40, time: 0.829, data_time: 0.003, memory: 3025, loss_cls: 2.4958, loss: 2.4958, grad_norm: 2.9723 2020-10-15 07:55:08,176 - mmaction - INFO - Epoch [29][1080/1743] lr: 1.000e-02, eta: 1 day, 15:14:02, time: 0.820, data_time: 0.004, memory: 3025, loss_cls: 2.5106, loss: 2.5106, grad_norm: 2.9756 2020-10-15 07:55:24,454 - mmaction - INFO - Epoch [29][1100/1743] lr: 1.000e-02, eta: 1 day, 15:13:23, time: 0.819, data_time: 0.009, memory: 3025, loss_cls: 2.4687, loss: 2.4687, grad_norm: 2.9222 2020-10-15 07:55:40,874 - mmaction - INFO - Epoch [29][1120/1743] lr: 1.000e-02, eta: 1 day, 15:12:45, time: 0.816, data_time: 0.005, memory: 3025, loss_cls: 2.5235, loss: 2.5235, grad_norm: 2.8908 2020-10-15 07:55:57,412 - mmaction - INFO - Epoch [29][1140/1743] lr: 1.000e-02, eta: 1 day, 15:12:07, time: 0.829, data_time: 0.011, memory: 3025, loss_cls: 2.5001, loss: 2.5001, grad_norm: 2.9354 2020-10-15 07:56:13,705 - mmaction - INFO - Epoch [29][1160/1743] lr: 1.000e-02, eta: 1 day, 15:11:28, time: 0.814, data_time: 0.011, memory: 3025, loss_cls: 2.4929, loss: 2.4929, grad_norm: 2.9459 2020-10-15 07:56:30,786 - mmaction - INFO - Epoch [29][1180/1743] lr: 1.000e-02, eta: 1 day, 15:10:52, time: 0.856, data_time: 0.006, memory: 3025, loss_cls: 2.4563, loss: 2.4563, grad_norm: 2.9285 2020-10-15 07:56:46,748 - mmaction - INFO - Epoch [29][1200/1743] lr: 1.000e-02, eta: 1 day, 15:10:12, time: 0.799, data_time: 0.004, memory: 3025, loss_cls: 2.5216, loss: 2.5216, grad_norm: 2.9245 2020-10-15 07:57:03,815 - mmaction - INFO - Epoch [29][1220/1743] lr: 1.000e-02, eta: 1 day, 15:09:35, time: 0.850, data_time: 0.005, memory: 3025, loss_cls: 2.5438, loss: 2.5438, grad_norm: 2.9583 2020-10-15 07:57:21,010 - mmaction - INFO - Epoch [29][1240/1743] lr: 1.000e-02, eta: 1 day, 15:08:59, time: 0.862, data_time: 0.006, memory: 3025, loss_cls: 2.4560, loss: 2.4560, grad_norm: 2.8980 2020-10-15 07:57:37,605 - mmaction - INFO - Epoch [29][1260/1743] lr: 1.000e-02, eta: 1 day, 15:08:21, time: 0.826, data_time: 0.005, memory: 3025, loss_cls: 2.4724, loss: 2.4724, grad_norm: 2.9405 2020-10-15 07:57:53,938 - mmaction - INFO - Epoch [29][1280/1743] lr: 1.000e-02, eta: 1 day, 15:07:43, time: 0.819, data_time: 0.009, memory: 3025, loss_cls: 2.5124, loss: 2.5124, grad_norm: 2.8911 2020-10-15 07:58:10,650 - mmaction - INFO - Epoch [29][1300/1743] lr: 1.000e-02, eta: 1 day, 15:07:05, time: 0.836, data_time: 0.007, memory: 3025, loss_cls: 2.4732, loss: 2.4732, grad_norm: 2.9067 2020-10-15 07:58:27,162 - mmaction - INFO - Epoch [29][1320/1743] lr: 1.000e-02, eta: 1 day, 15:06:28, time: 0.830, data_time: 0.006, memory: 3025, loss_cls: 2.4960, loss: 2.4960, grad_norm: 2.9196 2020-10-15 07:58:43,257 - mmaction - INFO - Epoch [29][1340/1743] lr: 1.000e-02, eta: 1 day, 15:05:49, time: 0.802, data_time: 0.003, memory: 3025, loss_cls: 2.4616, loss: 2.4616, grad_norm: 2.9554 2020-10-15 07:59:00,300 - mmaction - INFO - Epoch [29][1360/1743] lr: 1.000e-02, eta: 1 day, 15:05:12, time: 0.847, data_time: 0.005, memory: 3025, loss_cls: 2.4551, loss: 2.4551, grad_norm: 2.9309 2020-10-15 07:59:16,977 - mmaction - INFO - Epoch [29][1380/1743] lr: 1.000e-02, eta: 1 day, 15:04:34, time: 0.838, data_time: 0.008, memory: 3025, loss_cls: 2.4898, loss: 2.4898, grad_norm: 2.9228 2020-10-15 07:59:33,243 - mmaction - INFO - Epoch [29][1400/1743] lr: 1.000e-02, eta: 1 day, 15:03:56, time: 0.808, data_time: 0.010, memory: 3025, loss_cls: 2.4866, loss: 2.4866, grad_norm: 2.9657 2020-10-15 07:59:49,822 - mmaction - INFO - Epoch [29][1420/1743] lr: 1.000e-02, eta: 1 day, 15:03:18, time: 0.837, data_time: 0.012, memory: 3025, loss_cls: 2.5285, loss: 2.5285, grad_norm: 2.9867 2020-10-15 08:00:06,222 - mmaction - INFO - Epoch [29][1440/1743] lr: 1.000e-02, eta: 1 day, 15:02:40, time: 0.821, data_time: 0.005, memory: 3025, loss_cls: 2.4649, loss: 2.4649, grad_norm: 2.9135 2020-10-15 08:00:23,074 - mmaction - INFO - Epoch [29][1460/1743] lr: 1.000e-02, eta: 1 day, 15:02:03, time: 0.842, data_time: 0.004, memory: 3025, loss_cls: 2.4385, loss: 2.4385, grad_norm: 2.9068 2020-10-15 08:00:39,715 - mmaction - INFO - Epoch [29][1480/1743] lr: 1.000e-02, eta: 1 day, 15:01:26, time: 0.829, data_time: 0.003, memory: 3025, loss_cls: 2.5112, loss: 2.5112, grad_norm: 2.9726 2020-10-15 08:00:56,290 - mmaction - INFO - Epoch [29][1500/1743] lr: 1.000e-02, eta: 1 day, 15:00:48, time: 0.828, data_time: 0.008, memory: 3025, loss_cls: 2.5018, loss: 2.5018, grad_norm: 2.9430 2020-10-15 08:01:12,794 - mmaction - INFO - Epoch [29][1520/1743] lr: 1.000e-02, eta: 1 day, 15:00:10, time: 0.817, data_time: 0.008, memory: 3025, loss_cls: 2.4880, loss: 2.4880, grad_norm: 2.9288 2020-10-15 08:01:29,168 - mmaction - INFO - Epoch [29][1540/1743] lr: 1.000e-02, eta: 1 day, 14:59:32, time: 0.826, data_time: 0.016, memory: 3025, loss_cls: 2.4839, loss: 2.4839, grad_norm: 2.9709 2020-10-15 08:01:45,580 - mmaction - INFO - Epoch [29][1560/1743] lr: 1.000e-02, eta: 1 day, 14:58:54, time: 0.820, data_time: 0.007, memory: 3025, loss_cls: 2.5090, loss: 2.5090, grad_norm: 2.9239 2020-10-15 08:02:02,402 - mmaction - INFO - Epoch [29][1580/1743] lr: 1.000e-02, eta: 1 day, 14:58:17, time: 0.842, data_time: 0.008, memory: 3025, loss_cls: 2.4827, loss: 2.4827, grad_norm: 2.8627 2020-10-15 08:02:19,090 - mmaction - INFO - Epoch [29][1600/1743] lr: 1.000e-02, eta: 1 day, 14:57:40, time: 0.838, data_time: 0.006, memory: 3025, loss_cls: 2.5194, loss: 2.5194, grad_norm: 3.0196 2020-10-15 08:02:35,255 - mmaction - INFO - Epoch [29][1620/1743] lr: 1.000e-02, eta: 1 day, 14:57:01, time: 0.804, data_time: 0.004, memory: 3025, loss_cls: 2.4838, loss: 2.4838, grad_norm: 2.8984 2020-10-15 08:02:52,185 - mmaction - INFO - Epoch [29][1640/1743] lr: 1.000e-02, eta: 1 day, 14:56:24, time: 0.846, data_time: 0.008, memory: 3025, loss_cls: 2.4732, loss: 2.4732, grad_norm: 2.9354 2020-10-15 08:03:08,302 - mmaction - INFO - Epoch [29][1660/1743] lr: 1.000e-02, eta: 1 day, 14:55:46, time: 0.806, data_time: 0.007, memory: 3025, loss_cls: 2.4281, loss: 2.4281, grad_norm: 2.8688 2020-10-15 08:03:24,661 - mmaction - INFO - Epoch [29][1680/1743] lr: 1.000e-02, eta: 1 day, 14:55:08, time: 0.814, data_time: 0.006, memory: 3025, loss_cls: 2.4551, loss: 2.4551, grad_norm: 2.9341 2020-10-15 08:03:41,502 - mmaction - INFO - Epoch [29][1700/1743] lr: 1.000e-02, eta: 1 day, 14:54:31, time: 0.846, data_time: 0.011, memory: 3025, loss_cls: 2.4744, loss: 2.4744, grad_norm: 2.9337 2020-10-15 08:03:58,173 - mmaction - INFO - Epoch [29][1720/1743] lr: 1.000e-02, eta: 1 day, 14:53:54, time: 0.838, data_time: 0.008, memory: 3025, loss_cls: 2.4976, loss: 2.4976, grad_norm: 2.9679 2020-10-15 08:04:14,783 - mmaction - INFO - Epoch [29][1740/1743] lr: 1.000e-02, eta: 1 day, 14:53:17, time: 0.831, data_time: 0.004, memory: 3025, loss_cls: 2.4721, loss: 2.4721, grad_norm: 2.9048 2020-10-15 08:04:48,647 - mmaction - INFO - Epoch [30][20/1743] lr: 1.000e-02, eta: 1 day, 14:53:03, time: 1.554, data_time: 0.922, memory: 3025, loss_cls: 2.4381, loss: 2.4381, grad_norm: 2.8714 2020-10-15 08:05:06,351 - mmaction - INFO - Epoch [30][40/1743] lr: 1.000e-02, eta: 1 day, 14:52:28, time: 0.887, data_time: 0.011, memory: 3025, loss_cls: 2.4650, loss: 2.4650, grad_norm: 2.9117 2020-10-15 08:05:23,828 - mmaction - INFO - Epoch [30][60/1743] lr: 1.000e-02, eta: 1 day, 14:51:53, time: 0.873, data_time: 0.004, memory: 3025, loss_cls: 2.4745, loss: 2.4745, grad_norm: 2.9303 2020-10-15 08:05:40,681 - mmaction - INFO - Epoch [30][80/1743] lr: 1.000e-02, eta: 1 day, 14:51:16, time: 0.840, data_time: 0.008, memory: 3025, loss_cls: 2.4849, loss: 2.4849, grad_norm: 2.9621 2020-10-15 08:05:57,598 - mmaction - INFO - Epoch [30][100/1743] lr: 1.000e-02, eta: 1 day, 14:50:40, time: 0.845, data_time: 0.012, memory: 3025, loss_cls: 2.4767, loss: 2.4767, grad_norm: 2.9562 2020-10-15 08:06:14,711 - mmaction - INFO - Epoch [30][120/1743] lr: 1.000e-02, eta: 1 day, 14:50:04, time: 0.852, data_time: 0.074, memory: 3025, loss_cls: 2.4929, loss: 2.4929, grad_norm: 2.9202 2020-10-15 08:06:31,627 - mmaction - INFO - Epoch [30][140/1743] lr: 1.000e-02, eta: 1 day, 14:49:27, time: 0.848, data_time: 0.015, memory: 3025, loss_cls: 2.4784, loss: 2.4784, grad_norm: 2.9226 2020-10-15 08:06:48,779 - mmaction - INFO - Epoch [30][160/1743] lr: 1.000e-02, eta: 1 day, 14:48:51, time: 0.857, data_time: 0.011, memory: 3025, loss_cls: 2.4533, loss: 2.4533, grad_norm: 2.8753 2020-10-15 08:07:05,612 - mmaction - INFO - Epoch [30][180/1743] lr: 1.000e-02, eta: 1 day, 14:48:15, time: 0.848, data_time: 0.010, memory: 3025, loss_cls: 2.5114, loss: 2.5114, grad_norm: 2.8970 2020-10-15 08:07:22,501 - mmaction - INFO - Epoch [30][200/1743] lr: 1.000e-02, eta: 1 day, 14:47:38, time: 0.834, data_time: 0.004, memory: 3025, loss_cls: 2.4360, loss: 2.4360, grad_norm: 2.8644 2020-10-15 08:07:38,366 - mmaction - INFO - Epoch [30][220/1743] lr: 1.000e-02, eta: 1 day, 14:46:59, time: 0.800, data_time: 0.014, memory: 3025, loss_cls: 2.4945, loss: 2.4945, grad_norm: 2.9272 2020-10-15 08:07:55,728 - mmaction - INFO - Epoch [30][240/1743] lr: 1.000e-02, eta: 1 day, 14:46:24, time: 0.868, data_time: 0.050, memory: 3025, loss_cls: 2.4837, loss: 2.4837, grad_norm: 2.9289 2020-10-15 08:08:13,553 - mmaction - INFO - Epoch [30][260/1743] lr: 1.000e-02, eta: 1 day, 14:45:50, time: 0.893, data_time: 0.011, memory: 3025, loss_cls: 2.5032, loss: 2.5032, grad_norm: 2.9757 2020-10-15 08:08:30,260 - mmaction - INFO - Epoch [30][280/1743] lr: 1.000e-02, eta: 1 day, 14:45:13, time: 0.834, data_time: 0.005, memory: 3025, loss_cls: 2.4289, loss: 2.4289, grad_norm: 2.9228 2020-10-15 08:08:47,609 - mmaction - INFO - Epoch [30][300/1743] lr: 1.000e-02, eta: 1 day, 14:44:37, time: 0.868, data_time: 0.082, memory: 3025, loss_cls: 2.4781, loss: 2.4781, grad_norm: 2.9328 2020-10-15 08:09:04,411 - mmaction - INFO - Epoch [30][320/1743] lr: 1.000e-02, eta: 1 day, 14:44:01, time: 0.842, data_time: 0.241, memory: 3025, loss_cls: 2.5251, loss: 2.5251, grad_norm: 2.9808 2020-10-15 08:09:21,639 - mmaction - INFO - Epoch [30][340/1743] lr: 1.000e-02, eta: 1 day, 14:43:25, time: 0.856, data_time: 0.309, memory: 3025, loss_cls: 2.4831, loss: 2.4831, grad_norm: 2.9910 2020-10-15 08:09:37,740 - mmaction - INFO - Epoch [30][360/1743] lr: 1.000e-02, eta: 1 day, 14:42:47, time: 0.806, data_time: 0.343, memory: 3025, loss_cls: 2.4828, loss: 2.4828, grad_norm: 2.9517 2020-10-15 08:09:54,512 - mmaction - INFO - Epoch [30][380/1743] lr: 1.000e-02, eta: 1 day, 14:42:10, time: 0.840, data_time: 0.372, memory: 3025, loss_cls: 2.4853, loss: 2.4853, grad_norm: 2.9230 2020-10-15 08:10:10,602 - mmaction - INFO - Epoch [30][400/1743] lr: 1.000e-02, eta: 1 day, 14:41:32, time: 0.806, data_time: 0.357, memory: 3025, loss_cls: 2.4919, loss: 2.4919, grad_norm: 2.9020 2020-10-15 08:10:27,870 - mmaction - INFO - Epoch [30][420/1743] lr: 1.000e-02, eta: 1 day, 14:40:56, time: 0.861, data_time: 0.240, memory: 3025, loss_cls: 2.4811, loss: 2.4811, grad_norm: 2.9572 2020-10-15 08:10:44,343 - mmaction - INFO - Epoch [30][440/1743] lr: 1.000e-02, eta: 1 day, 14:40:19, time: 0.828, data_time: 0.166, memory: 3025, loss_cls: 2.4835, loss: 2.4835, grad_norm: 2.9776 2020-10-15 08:11:00,493 - mmaction - INFO - Epoch [30][460/1743] lr: 1.000e-02, eta: 1 day, 14:39:41, time: 0.806, data_time: 0.265, memory: 3025, loss_cls: 2.4908, loss: 2.4908, grad_norm: 2.8917 2020-10-15 08:11:18,696 - mmaction - INFO - Epoch [30][480/1743] lr: 1.000e-02, eta: 1 day, 14:39:08, time: 0.907, data_time: 0.110, memory: 3025, loss_cls: 2.4875, loss: 2.4875, grad_norm: 2.9757 2020-10-15 08:11:35,664 - mmaction - INFO - Epoch [30][500/1743] lr: 1.000e-02, eta: 1 day, 14:38:32, time: 0.852, data_time: 0.098, memory: 3025, loss_cls: 2.4769, loss: 2.4769, grad_norm: 2.9367 2020-10-15 08:11:51,978 - mmaction - INFO - Epoch [30][520/1743] lr: 1.000e-02, eta: 1 day, 14:37:54, time: 0.814, data_time: 0.321, memory: 3025, loss_cls: 2.4828, loss: 2.4828, grad_norm: 2.9578 2020-10-15 08:12:08,786 - mmaction - INFO - Epoch [30][540/1743] lr: 1.000e-02, eta: 1 day, 14:37:17, time: 0.842, data_time: 0.360, memory: 3025, loss_cls: 2.4863, loss: 2.4863, grad_norm: 2.9205 2020-10-15 08:12:25,207 - mmaction - INFO - Epoch [30][560/1743] lr: 1.000e-02, eta: 1 day, 14:36:40, time: 0.816, data_time: 0.343, memory: 3025, loss_cls: 2.5293, loss: 2.5293, grad_norm: 3.0149 2020-10-15 08:12:40,560 - mmaction - INFO - Epoch [30][580/1743] lr: 1.000e-02, eta: 1 day, 14:36:00, time: 0.772, data_time: 0.306, memory: 3025, loss_cls: 2.4531, loss: 2.4531, grad_norm: 2.9213 2020-10-15 08:12:57,390 - mmaction - INFO - Epoch [30][600/1743] lr: 1.000e-02, eta: 1 day, 14:35:24, time: 0.840, data_time: 0.192, memory: 3025, loss_cls: 2.4967, loss: 2.4967, grad_norm: 2.9134 2020-10-15 08:13:14,236 - mmaction - INFO - Epoch [30][620/1743] lr: 1.000e-02, eta: 1 day, 14:34:47, time: 0.844, data_time: 0.006, memory: 3025, loss_cls: 2.4621, loss: 2.4621, grad_norm: 2.9648 2020-10-15 08:13:31,046 - mmaction - INFO - Epoch [30][640/1743] lr: 1.000e-02, eta: 1 day, 14:34:11, time: 0.834, data_time: 0.002, memory: 3025, loss_cls: 2.4586, loss: 2.4586, grad_norm: 2.9082 2020-10-15 08:13:47,502 - mmaction - INFO - Epoch [30][660/1743] lr: 1.000e-02, eta: 1 day, 14:33:34, time: 0.823, data_time: 0.009, memory: 3025, loss_cls: 2.4868, loss: 2.4868, grad_norm: 3.0237 2020-10-15 08:14:04,335 - mmaction - INFO - Epoch [30][680/1743] lr: 1.000e-02, eta: 1 day, 14:32:57, time: 0.839, data_time: 0.007, memory: 3025, loss_cls: 2.4912, loss: 2.4912, grad_norm: 2.9578 2020-10-15 08:14:21,563 - mmaction - INFO - Epoch [30][700/1743] lr: 1.000e-02, eta: 1 day, 14:32:22, time: 0.865, data_time: 0.011, memory: 3025, loss_cls: 2.4410, loss: 2.4410, grad_norm: 2.9338 2020-10-15 08:14:38,778 - mmaction - INFO - Epoch [30][720/1743] lr: 1.000e-02, eta: 1 day, 14:31:47, time: 0.861, data_time: 0.007, memory: 3025, loss_cls: 2.4615, loss: 2.4615, grad_norm: 2.9708 2020-10-15 08:14:54,596 - mmaction - INFO - Epoch [30][740/1743] lr: 1.000e-02, eta: 1 day, 14:31:08, time: 0.788, data_time: 0.006, memory: 3025, loss_cls: 2.4906, loss: 2.4906, grad_norm: 2.9597 2020-10-15 08:15:11,312 - mmaction - INFO - Epoch [30][760/1743] lr: 1.000e-02, eta: 1 day, 14:30:31, time: 0.840, data_time: 0.012, memory: 3025, loss_cls: 2.4766, loss: 2.4766, grad_norm: 2.9158 2020-10-15 08:15:28,306 - mmaction - INFO - Epoch [30][780/1743] lr: 1.000e-02, eta: 1 day, 14:29:56, time: 0.852, data_time: 0.006, memory: 3025, loss_cls: 2.4951, loss: 2.4951, grad_norm: 2.9567 2020-10-15 08:15:45,173 - mmaction - INFO - Epoch [30][800/1743] lr: 1.000e-02, eta: 1 day, 14:29:20, time: 0.844, data_time: 0.004, memory: 3025, loss_cls: 2.4629, loss: 2.4629, grad_norm: 2.9796 2020-10-15 08:16:00,820 - mmaction - INFO - Epoch [30][820/1743] lr: 1.000e-02, eta: 1 day, 14:28:41, time: 0.781, data_time: 0.003, memory: 3025, loss_cls: 2.5146, loss: 2.5146, grad_norm: 2.9822 2020-10-15 08:16:17,672 - mmaction - INFO - Epoch [30][840/1743] lr: 1.000e-02, eta: 1 day, 14:28:04, time: 0.842, data_time: 0.007, memory: 3025, loss_cls: 2.4879, loss: 2.4879, grad_norm: 2.9388 2020-10-15 08:16:34,245 - mmaction - INFO - Epoch [30][860/1743] lr: 1.000e-02, eta: 1 day, 14:27:28, time: 0.827, data_time: 0.003, memory: 3025, loss_cls: 2.4821, loss: 2.4821, grad_norm: 2.9053 2020-10-15 08:16:51,325 - mmaction - INFO - Epoch [30][880/1743] lr: 1.000e-02, eta: 1 day, 14:26:52, time: 0.849, data_time: 0.004, memory: 3025, loss_cls: 2.4698, loss: 2.4698, grad_norm: 2.9754 2020-10-15 08:17:08,168 - mmaction - INFO - Epoch [30][900/1743] lr: 1.000e-02, eta: 1 day, 14:26:16, time: 0.844, data_time: 0.010, memory: 3025, loss_cls: 2.5073, loss: 2.5073, grad_norm: 2.9180 2020-10-15 08:17:25,285 - mmaction - INFO - Epoch [30][920/1743] lr: 1.000e-02, eta: 1 day, 14:25:40, time: 0.860, data_time: 0.009, memory: 3025, loss_cls: 2.4673, loss: 2.4673, grad_norm: 2.9601 2020-10-15 08:17:42,533 - mmaction - INFO - Epoch [30][940/1743] lr: 1.000e-02, eta: 1 day, 14:25:05, time: 0.862, data_time: 0.004, memory: 3025, loss_cls: 2.4824, loss: 2.4824, grad_norm: 2.8793 2020-10-15 08:17:59,462 - mmaction - INFO - Epoch [30][960/1743] lr: 1.000e-02, eta: 1 day, 14:24:29, time: 0.843, data_time: 0.004, memory: 3025, loss_cls: 2.4775, loss: 2.4775, grad_norm: 2.9186 2020-10-15 08:18:16,561 - mmaction - INFO - Epoch [30][980/1743] lr: 1.000e-02, eta: 1 day, 14:23:54, time: 0.855, data_time: 0.008, memory: 3025, loss_cls: 2.5013, loss: 2.5013, grad_norm: 2.9558 2020-10-15 08:18:33,447 - mmaction - INFO - Epoch [30][1000/1743] lr: 1.000e-02, eta: 1 day, 14:23:18, time: 0.849, data_time: 0.007, memory: 3025, loss_cls: 2.5152, loss: 2.5152, grad_norm: 2.9998 2020-10-15 08:18:49,579 - mmaction - INFO - Epoch [30][1020/1743] lr: 1.000e-02, eta: 1 day, 14:22:40, time: 0.802, data_time: 0.003, memory: 3025, loss_cls: 2.4638, loss: 2.4638, grad_norm: 2.8881 2020-10-15 08:19:06,416 - mmaction - INFO - Epoch [30][1040/1743] lr: 1.000e-02, eta: 1 day, 14:22:04, time: 0.841, data_time: 0.010, memory: 3025, loss_cls: 2.4682, loss: 2.4682, grad_norm: 2.9272 2020-10-15 08:19:22,548 - mmaction - INFO - Epoch [30][1060/1743] lr: 1.000e-02, eta: 1 day, 14:21:27, time: 0.810, data_time: 0.010, memory: 3025, loss_cls: 2.4743, loss: 2.4743, grad_norm: 3.0031 2020-10-15 08:19:39,162 - mmaction - INFO - Epoch [30][1080/1743] lr: 1.000e-02, eta: 1 day, 14:20:50, time: 0.824, data_time: 0.005, memory: 3025, loss_cls: 2.4834, loss: 2.4834, grad_norm: 2.9161 2020-10-15 08:19:55,592 - mmaction - INFO - Epoch [30][1100/1743] lr: 1.000e-02, eta: 1 day, 14:20:13, time: 0.824, data_time: 0.012, memory: 3025, loss_cls: 2.4569, loss: 2.4569, grad_norm: 2.9195 2020-10-15 08:20:12,171 - mmaction - INFO - Epoch [30][1120/1743] lr: 1.000e-02, eta: 1 day, 14:19:37, time: 0.831, data_time: 0.010, memory: 3025, loss_cls: 2.5103, loss: 2.5103, grad_norm: 2.9337 2020-10-15 08:20:28,890 - mmaction - INFO - Epoch [30][1140/1743] lr: 1.000e-02, eta: 1 day, 14:19:00, time: 0.835, data_time: 0.006, memory: 3025, loss_cls: 2.4602, loss: 2.4602, grad_norm: 2.9344 2020-10-15 08:20:45,539 - mmaction - INFO - Epoch [30][1160/1743] lr: 1.000e-02, eta: 1 day, 14:18:24, time: 0.836, data_time: 0.006, memory: 3025, loss_cls: 2.5221, loss: 2.5221, grad_norm: 2.9766 2020-10-15 08:21:02,310 - mmaction - INFO - Epoch [30][1180/1743] lr: 1.000e-02, eta: 1 day, 14:17:48, time: 0.828, data_time: 0.003, memory: 3025, loss_cls: 2.4414, loss: 2.4414, grad_norm: 2.8788 2020-10-15 08:21:18,990 - mmaction - INFO - Epoch [30][1200/1743] lr: 1.000e-02, eta: 1 day, 14:17:12, time: 0.845, data_time: 0.015, memory: 3025, loss_cls: 2.5127, loss: 2.5127, grad_norm: 2.9301 2020-10-15 08:21:35,183 - mmaction - INFO - Epoch [30][1220/1743] lr: 1.000e-02, eta: 1 day, 14:16:34, time: 0.807, data_time: 0.003, memory: 3025, loss_cls: 2.4469, loss: 2.4469, grad_norm: 2.9152 2020-10-15 08:21:51,797 - mmaction - INFO - Epoch [30][1240/1743] lr: 1.000e-02, eta: 1 day, 14:15:58, time: 0.832, data_time: 0.007, memory: 3025, loss_cls: 2.5289, loss: 2.5289, grad_norm: 2.9875 2020-10-15 08:22:08,438 - mmaction - INFO - Epoch [30][1260/1743] lr: 1.000e-02, eta: 1 day, 14:15:22, time: 0.833, data_time: 0.005, memory: 3025, loss_cls: 2.5007, loss: 2.5007, grad_norm: 2.9787 2020-10-15 08:22:25,307 - mmaction - INFO - Epoch [30][1280/1743] lr: 1.000e-02, eta: 1 day, 14:14:46, time: 0.840, data_time: 0.004, memory: 3025, loss_cls: 2.4683, loss: 2.4683, grad_norm: 2.9506 2020-10-15 08:22:42,247 - mmaction - INFO - Epoch [30][1300/1743] lr: 1.000e-02, eta: 1 day, 14:14:10, time: 0.847, data_time: 0.008, memory: 3025, loss_cls: 2.4794, loss: 2.4794, grad_norm: 2.9452 2020-10-15 08:22:58,835 - mmaction - INFO - Epoch [30][1320/1743] lr: 1.000e-02, eta: 1 day, 14:13:34, time: 0.827, data_time: 0.012, memory: 3025, loss_cls: 2.4872, loss: 2.4872, grad_norm: 2.9491 2020-10-15 08:23:14,859 - mmaction - INFO - Epoch [30][1340/1743] lr: 1.000e-02, eta: 1 day, 14:12:56, time: 0.806, data_time: 0.011, memory: 3025, loss_cls: 2.4665, loss: 2.4665, grad_norm: 2.9846 2020-10-15 08:23:30,943 - mmaction - INFO - Epoch [30][1360/1743] lr: 1.000e-02, eta: 1 day, 14:12:19, time: 0.805, data_time: 0.006, memory: 3025, loss_cls: 2.4510, loss: 2.4510, grad_norm: 2.9538 2020-10-15 08:23:47,795 - mmaction - INFO - Epoch [30][1380/1743] lr: 1.000e-02, eta: 1 day, 14:11:43, time: 0.841, data_time: 0.003, memory: 3025, loss_cls: 2.4790, loss: 2.4790, grad_norm: 2.9505 2020-10-15 08:24:04,656 - mmaction - INFO - Epoch [30][1400/1743] lr: 1.000e-02, eta: 1 day, 14:11:07, time: 0.842, data_time: 0.006, memory: 3025, loss_cls: 2.4494, loss: 2.4494, grad_norm: 2.8658 2020-10-15 08:24:21,408 - mmaction - INFO - Epoch [30][1420/1743] lr: 1.000e-02, eta: 1 day, 14:10:31, time: 0.840, data_time: 0.006, memory: 3025, loss_cls: 2.4794, loss: 2.4794, grad_norm: 2.9522 2020-10-15 08:24:37,140 - mmaction - INFO - Epoch [30][1440/1743] lr: 1.000e-02, eta: 1 day, 14:09:53, time: 0.786, data_time: 0.005, memory: 3025, loss_cls: 2.4418, loss: 2.4418, grad_norm: 2.9235 2020-10-15 08:24:54,117 - mmaction - INFO - Epoch [30][1460/1743] lr: 1.000e-02, eta: 1 day, 14:09:17, time: 0.848, data_time: 0.005, memory: 3025, loss_cls: 2.5035, loss: 2.5035, grad_norm: 2.9215 2020-10-15 08:25:10,650 - mmaction - INFO - Epoch [30][1480/1743] lr: 1.000e-02, eta: 1 day, 14:08:41, time: 0.822, data_time: 0.006, memory: 3025, loss_cls: 2.5095, loss: 2.5095, grad_norm: 2.9684 2020-10-15 08:25:26,405 - mmaction - INFO - Epoch [30][1500/1743] lr: 1.000e-02, eta: 1 day, 14:08:03, time: 0.795, data_time: 0.010, memory: 3025, loss_cls: 2.4414, loss: 2.4414, grad_norm: 2.9115 2020-10-15 08:25:42,725 - mmaction - INFO - Epoch [30][1520/1743] lr: 1.000e-02, eta: 1 day, 14:07:26, time: 0.810, data_time: 0.002, memory: 3025, loss_cls: 2.5266, loss: 2.5266, grad_norm: 2.9459 2020-10-15 08:25:59,133 - mmaction - INFO - Epoch [30][1540/1743] lr: 1.000e-02, eta: 1 day, 14:06:49, time: 0.821, data_time: 0.010, memory: 3025, loss_cls: 2.5005, loss: 2.5005, grad_norm: 2.9436 2020-10-15 08:26:15,437 - mmaction - INFO - Epoch [30][1560/1743] lr: 1.000e-02, eta: 1 day, 14:06:12, time: 0.816, data_time: 0.008, memory: 3025, loss_cls: 2.5113, loss: 2.5113, grad_norm: 2.9366 2020-10-15 08:26:32,262 - mmaction - INFO - Epoch [30][1580/1743] lr: 1.000e-02, eta: 1 day, 14:05:37, time: 0.845, data_time: 0.007, memory: 3025, loss_cls: 2.4685, loss: 2.4685, grad_norm: 2.9415 2020-10-15 08:26:48,454 - mmaction - INFO - Epoch [30][1600/1743] lr: 1.000e-02, eta: 1 day, 14:05:00, time: 0.809, data_time: 0.003, memory: 3025, loss_cls: 2.4774, loss: 2.4774, grad_norm: 2.9358 2020-10-15 08:27:04,925 - mmaction - INFO - Epoch [30][1620/1743] lr: 1.000e-02, eta: 1 day, 14:04:23, time: 0.821, data_time: 0.004, memory: 3025, loss_cls: 2.4857, loss: 2.4857, grad_norm: 2.9435 2020-10-15 08:27:21,504 - mmaction - INFO - Epoch [30][1640/1743] lr: 1.000e-02, eta: 1 day, 14:03:47, time: 0.828, data_time: 0.006, memory: 3025, loss_cls: 2.4909, loss: 2.4909, grad_norm: 2.9533 2020-10-15 08:27:37,617 - mmaction - INFO - Epoch [30][1660/1743] lr: 1.000e-02, eta: 1 day, 14:03:10, time: 0.804, data_time: 0.007, memory: 3025, loss_cls: 2.4899, loss: 2.4899, grad_norm: 2.8863 2020-10-15 08:27:54,261 - mmaction - INFO - Epoch [30][1680/1743] lr: 1.000e-02, eta: 1 day, 14:02:34, time: 0.837, data_time: 0.012, memory: 3025, loss_cls: 2.4624, loss: 2.4624, grad_norm: 2.9432 2020-10-15 08:28:09,916 - mmaction - INFO - Epoch [30][1700/1743] lr: 1.000e-02, eta: 1 day, 14:01:56, time: 0.780, data_time: 0.003, memory: 3025, loss_cls: 2.4963, loss: 2.4963, grad_norm: 2.9319 2020-10-15 08:28:26,035 - mmaction - INFO - Epoch [30][1720/1743] lr: 1.000e-02, eta: 1 day, 14:01:19, time: 0.808, data_time: 0.012, memory: 3025, loss_cls: 2.4699, loss: 2.4699, grad_norm: 2.9650 2020-10-15 08:28:42,919 - mmaction - INFO - Epoch [30][1740/1743] lr: 1.000e-02, eta: 1 day, 14:00:43, time: 0.842, data_time: 0.004, memory: 3025, loss_cls: 2.4606, loss: 2.4606, grad_norm: 2.8990 2020-10-15 08:28:45,995 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-10-15 08:30:36,432 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-15 08:30:42,132 - mmaction - INFO - mean_average_precision 0.6697 2020-10-15 08:30:42,192 - mmaction - INFO - Epoch(val) [30][1743] mean_average_precision: 0.6697 2020-10-15 08:31:09,280 - mmaction - INFO - Epoch [31][20/1743] lr: 1.000e-02, eta: 1 day, 14:00:20, time: 1.352, data_time: 0.919, memory: 3025, loss_cls: 2.4820, loss: 2.4820, grad_norm: 2.9112 2020-10-15 08:31:25,288 - mmaction - INFO - Epoch [31][40/1743] lr: 1.000e-02, eta: 1 day, 13:59:43, time: 0.800, data_time: 0.319, memory: 3025, loss_cls: 2.4474, loss: 2.4474, grad_norm: 2.9250 2020-10-15 08:31:42,704 - mmaction - INFO - Epoch [31][60/1743] lr: 1.000e-02, eta: 1 day, 13:59:09, time: 0.869, data_time: 0.104, memory: 3025, loss_cls: 2.4370, loss: 2.4370, grad_norm: 2.9519 2020-10-15 08:31:58,900 - mmaction - INFO - Epoch [31][80/1743] lr: 1.000e-02, eta: 1 day, 13:58:32, time: 0.811, data_time: 0.005, memory: 3025, loss_cls: 2.4837, loss: 2.4837, grad_norm: 2.9435 2020-10-15 08:32:15,398 - mmaction - INFO - Epoch [31][100/1743] lr: 1.000e-02, eta: 1 day, 13:57:56, time: 0.827, data_time: 0.005, memory: 3025, loss_cls: 2.4645, loss: 2.4645, grad_norm: 2.9152 2020-10-15 08:32:32,451 - mmaction - INFO - Epoch [31][120/1743] lr: 1.000e-02, eta: 1 day, 13:57:20, time: 0.846, data_time: 0.005, memory: 3025, loss_cls: 2.4933, loss: 2.4933, grad_norm: 2.9841 2020-10-15 08:32:48,754 - mmaction - INFO - Epoch [31][140/1743] lr: 1.000e-02, eta: 1 day, 13:56:44, time: 0.815, data_time: 0.010, memory: 3025, loss_cls: 2.4650, loss: 2.4650, grad_norm: 2.9057 2020-10-15 08:33:04,864 - mmaction - INFO - Epoch [31][160/1743] lr: 1.000e-02, eta: 1 day, 13:56:07, time: 0.812, data_time: 0.009, memory: 3025, loss_cls: 2.5179, loss: 2.5179, grad_norm: 2.9535 2020-10-15 08:33:21,071 - mmaction - INFO - Epoch [31][180/1743] lr: 1.000e-02, eta: 1 day, 13:55:30, time: 0.809, data_time: 0.003, memory: 3025, loss_cls: 2.4911, loss: 2.4911, grad_norm: 2.9897 2020-10-15 08:33:37,152 - mmaction - INFO - Epoch [31][200/1743] lr: 1.000e-02, eta: 1 day, 13:54:53, time: 0.803, data_time: 0.005, memory: 3025, loss_cls: 2.5098, loss: 2.5098, grad_norm: 2.9913 2020-10-15 08:33:54,009 - mmaction - INFO - Epoch [31][220/1743] lr: 1.000e-02, eta: 1 day, 13:54:18, time: 0.845, data_time: 0.004, memory: 3025, loss_cls: 2.4696, loss: 2.4696, grad_norm: 2.9445 2020-10-15 08:34:10,138 - mmaction - INFO - Epoch [31][240/1743] lr: 1.000e-02, eta: 1 day, 13:53:41, time: 0.804, data_time: 0.003, memory: 3025, loss_cls: 2.4536, loss: 2.4536, grad_norm: 2.8792 2020-10-15 08:34:27,410 - mmaction - INFO - Epoch [31][260/1743] lr: 1.000e-02, eta: 1 day, 13:53:06, time: 0.867, data_time: 0.006, memory: 3025, loss_cls: 2.4563, loss: 2.4563, grad_norm: 2.9385 2020-10-15 08:34:43,584 - mmaction - INFO - Epoch [31][280/1743] lr: 1.000e-02, eta: 1 day, 13:52:30, time: 0.808, data_time: 0.001, memory: 3025, loss_cls: 2.5034, loss: 2.5034, grad_norm: 2.9657 2020-10-15 08:35:00,383 - mmaction - INFO - Epoch [31][300/1743] lr: 1.000e-02, eta: 1 day, 13:51:54, time: 0.839, data_time: 0.002, memory: 3025, loss_cls: 2.4357, loss: 2.4357, grad_norm: 2.9313 2020-10-15 08:35:16,722 - mmaction - INFO - Epoch [31][320/1743] lr: 1.000e-02, eta: 1 day, 13:51:18, time: 0.818, data_time: 0.005, memory: 3025, loss_cls: 2.4552, loss: 2.4552, grad_norm: 2.9198 2020-10-15 08:35:32,672 - mmaction - INFO - Epoch [31][340/1743] lr: 1.000e-02, eta: 1 day, 13:50:41, time: 0.798, data_time: 0.003, memory: 3025, loss_cls: 2.4469, loss: 2.4469, grad_norm: 2.8928 2020-10-15 08:35:49,606 - mmaction - INFO - Epoch [31][360/1743] lr: 1.000e-02, eta: 1 day, 13:50:05, time: 0.843, data_time: 0.001, memory: 3025, loss_cls: 2.4589, loss: 2.4589, grad_norm: 2.9161 2020-10-15 08:36:05,896 - mmaction - INFO - Epoch [31][380/1743] lr: 1.000e-02, eta: 1 day, 13:49:29, time: 0.816, data_time: 0.006, memory: 3025, loss_cls: 2.4671, loss: 2.4671, grad_norm: 2.9399 2020-10-15 08:36:22,749 - mmaction - INFO - Epoch [31][400/1743] lr: 1.000e-02, eta: 1 day, 13:48:54, time: 0.839, data_time: 0.004, memory: 3025, loss_cls: 2.4598, loss: 2.4598, grad_norm: 2.9441 2020-10-15 08:36:39,222 - mmaction - INFO - Epoch [31][420/1743] lr: 1.000e-02, eta: 1 day, 13:48:17, time: 0.821, data_time: 0.008, memory: 3025, loss_cls: 2.4770, loss: 2.4770, grad_norm: 2.9355 2020-10-15 08:36:55,781 - mmaction - INFO - Epoch [31][440/1743] lr: 1.000e-02, eta: 1 day, 13:47:42, time: 0.830, data_time: 0.012, memory: 3025, loss_cls: 2.4882, loss: 2.4882, grad_norm: 2.9480 2020-10-15 08:37:12,964 - mmaction - INFO - Epoch [31][460/1743] lr: 1.000e-02, eta: 1 day, 13:47:08, time: 0.864, data_time: 0.008, memory: 3025, loss_cls: 2.4106, loss: 2.4106, grad_norm: 2.9015 2020-10-15 08:37:30,787 - mmaction - INFO - Epoch [31][480/1743] lr: 1.000e-02, eta: 1 day, 13:46:35, time: 0.891, data_time: 0.003, memory: 3025, loss_cls: 2.4631, loss: 2.4631, grad_norm: 2.9310 2020-10-15 08:37:46,942 - mmaction - INFO - Epoch [31][500/1743] lr: 1.000e-02, eta: 1 day, 13:45:57, time: 0.797, data_time: 0.003, memory: 3025, loss_cls: 2.5118, loss: 2.5118, grad_norm: 2.8994 2020-10-15 08:38:03,143 - mmaction - INFO - Epoch [31][520/1743] lr: 1.000e-02, eta: 1 day, 13:45:21, time: 0.821, data_time: 0.015, memory: 3025, loss_cls: 2.4428, loss: 2.4428, grad_norm: 2.9248 2020-10-15 08:38:19,846 - mmaction - INFO - Epoch [31][540/1743] lr: 1.000e-02, eta: 1 day, 13:44:46, time: 0.833, data_time: 0.003, memory: 3025, loss_cls: 2.4486, loss: 2.4486, grad_norm: 2.9223 2020-10-15 08:38:36,176 - mmaction - INFO - Epoch [31][560/1743] lr: 1.000e-02, eta: 1 day, 13:44:10, time: 0.819, data_time: 0.006, memory: 3025, loss_cls: 2.4804, loss: 2.4804, grad_norm: 2.9192 2020-10-15 08:38:52,789 - mmaction - INFO - Epoch [31][580/1743] lr: 1.000e-02, eta: 1 day, 13:43:34, time: 0.822, data_time: 0.004, memory: 3025, loss_cls: 2.4406, loss: 2.4406, grad_norm: 2.9206 2020-10-15 08:39:09,311 - mmaction - INFO - Epoch [31][600/1743] lr: 1.000e-02, eta: 1 day, 13:42:58, time: 0.834, data_time: 0.012, memory: 3025, loss_cls: 2.4352, loss: 2.4352, grad_norm: 2.9246 2020-10-15 08:39:25,833 - mmaction - INFO - Epoch [31][620/1743] lr: 1.000e-02, eta: 1 day, 13:42:22, time: 0.822, data_time: 0.003, memory: 3025, loss_cls: 2.4632, loss: 2.4632, grad_norm: 2.9026 2020-10-15 08:39:42,368 - mmaction - INFO - Epoch [31][640/1743] lr: 1.000e-02, eta: 1 day, 13:41:47, time: 0.826, data_time: 0.007, memory: 3025, loss_cls: 2.4782, loss: 2.4782, grad_norm: 2.9796 2020-10-15 08:39:58,790 - mmaction - INFO - Epoch [31][660/1743] lr: 1.000e-02, eta: 1 day, 13:41:10, time: 0.812, data_time: 0.007, memory: 3025, loss_cls: 2.4630, loss: 2.4630, grad_norm: 2.8982 2020-10-15 08:40:15,354 - mmaction - INFO - Epoch [31][680/1743] lr: 1.000e-02, eta: 1 day, 13:40:35, time: 0.839, data_time: 0.017, memory: 3025, loss_cls: 2.5160, loss: 2.5160, grad_norm: 2.9394 2020-10-15 08:40:31,618 - mmaction - INFO - Epoch [31][700/1743] lr: 1.000e-02, eta: 1 day, 13:39:59, time: 0.810, data_time: 0.007, memory: 3025, loss_cls: 2.5067, loss: 2.5067, grad_norm: 2.9777 2020-10-15 08:40:48,454 - mmaction - INFO - Epoch [31][720/1743] lr: 1.000e-02, eta: 1 day, 13:39:24, time: 0.842, data_time: 0.010, memory: 3025, loss_cls: 2.4719, loss: 2.4719, grad_norm: 2.9599 2020-10-15 08:41:04,573 - mmaction - INFO - Epoch [31][740/1743] lr: 1.000e-02, eta: 1 day, 13:38:47, time: 0.811, data_time: 0.009, memory: 3025, loss_cls: 2.4622, loss: 2.4622, grad_norm: 2.9158 2020-10-15 08:41:21,390 - mmaction - INFO - Epoch [31][760/1743] lr: 1.000e-02, eta: 1 day, 13:38:12, time: 0.836, data_time: 0.004, memory: 3025, loss_cls: 2.4332, loss: 2.4332, grad_norm: 2.9185 2020-10-15 08:41:38,272 - mmaction - INFO - Epoch [31][780/1743] lr: 1.000e-02, eta: 1 day, 13:37:37, time: 0.850, data_time: 0.009, memory: 3025, loss_cls: 2.4374, loss: 2.4374, grad_norm: 2.9471 2020-10-15 08:41:55,318 - mmaction - INFO - Epoch [31][800/1743] lr: 1.000e-02, eta: 1 day, 13:37:03, time: 0.850, data_time: 0.006, memory: 3025, loss_cls: 2.4397, loss: 2.4397, grad_norm: 2.9179 2020-10-15 08:42:11,464 - mmaction - INFO - Epoch [31][820/1743] lr: 1.000e-02, eta: 1 day, 13:36:26, time: 0.804, data_time: 0.006, memory: 3025, loss_cls: 2.4329, loss: 2.4329, grad_norm: 2.9123 2020-10-15 08:42:27,907 - mmaction - INFO - Epoch [31][840/1743] lr: 1.000e-02, eta: 1 day, 13:35:50, time: 0.822, data_time: 0.010, memory: 3025, loss_cls: 2.4881, loss: 2.4881, grad_norm: 3.0008 2020-10-15 08:42:43,749 - mmaction - INFO - Epoch [31][860/1743] lr: 1.000e-02, eta: 1 day, 13:35:14, time: 0.798, data_time: 0.008, memory: 3025, loss_cls: 2.5151, loss: 2.5151, grad_norm: 3.0008 2020-10-15 08:43:00,450 - mmaction - INFO - Epoch [31][880/1743] lr: 1.000e-02, eta: 1 day, 13:34:38, time: 0.834, data_time: 0.003, memory: 3025, loss_cls: 2.4928, loss: 2.4928, grad_norm: 2.9780 2020-10-15 08:43:16,666 - mmaction - INFO - Epoch [31][900/1743] lr: 1.000e-02, eta: 1 day, 13:34:02, time: 0.809, data_time: 0.010, memory: 3025, loss_cls: 2.4787, loss: 2.4787, grad_norm: 3.0003 2020-10-15 08:43:33,775 - mmaction - INFO - Epoch [31][920/1743] lr: 1.000e-02, eta: 1 day, 13:33:28, time: 0.857, data_time: 0.008, memory: 3025, loss_cls: 2.4728, loss: 2.4728, grad_norm: 2.9662 2020-10-15 08:43:50,436 - mmaction - INFO - Epoch [31][940/1743] lr: 1.000e-02, eta: 1 day, 13:32:53, time: 0.835, data_time: 0.005, memory: 3025, loss_cls: 2.4925, loss: 2.4925, grad_norm: 2.9498 2020-10-15 08:44:06,414 - mmaction - INFO - Epoch [31][960/1743] lr: 1.000e-02, eta: 1 day, 13:32:16, time: 0.794, data_time: 0.002, memory: 3025, loss_cls: 2.4499, loss: 2.4499, grad_norm: 2.9715 2020-10-15 08:44:23,765 - mmaction - INFO - Epoch [31][980/1743] lr: 1.000e-02, eta: 1 day, 13:31:42, time: 0.868, data_time: 0.008, memory: 3025, loss_cls: 2.4649, loss: 2.4649, grad_norm: 2.9190 2020-10-15 08:44:39,331 - mmaction - INFO - Epoch [31][1000/1743] lr: 1.000e-02, eta: 1 day, 13:31:05, time: 0.782, data_time: 0.009, memory: 3025, loss_cls: 2.4869, loss: 2.4869, grad_norm: 2.9691 2020-10-15 08:44:56,514 - mmaction - INFO - Epoch [31][1020/1743] lr: 1.000e-02, eta: 1 day, 13:30:30, time: 0.856, data_time: 0.002, memory: 3025, loss_cls: 2.4326, loss: 2.4326, grad_norm: 2.9791 2020-10-15 08:45:12,955 - mmaction - INFO - Epoch [31][1040/1743] lr: 1.000e-02, eta: 1 day, 13:29:54, time: 0.816, data_time: 0.007, memory: 3025, loss_cls: 2.4912, loss: 2.4912, grad_norm: 2.9676 2020-10-15 08:45:30,495 - mmaction - INFO - Epoch [31][1060/1743] lr: 1.000e-02, eta: 1 day, 13:29:22, time: 0.884, data_time: 0.011, memory: 3025, loss_cls: 2.4687, loss: 2.4687, grad_norm: 2.9200 2020-10-15 08:45:46,735 - mmaction - INFO - Epoch [31][1080/1743] lr: 1.000e-02, eta: 1 day, 13:28:45, time: 0.809, data_time: 0.004, memory: 3025, loss_cls: 2.4652, loss: 2.4652, grad_norm: 2.9167 2020-10-15 08:46:02,817 - mmaction - INFO - Epoch [31][1100/1743] lr: 1.000e-02, eta: 1 day, 13:28:09, time: 0.810, data_time: 0.006, memory: 3025, loss_cls: 2.4780, loss: 2.4780, grad_norm: 2.9421 2020-10-15 08:46:19,071 - mmaction - INFO - Epoch [31][1120/1743] lr: 1.000e-02, eta: 1 day, 13:27:33, time: 0.809, data_time: 0.003, memory: 3025, loss_cls: 2.4440, loss: 2.4440, grad_norm: 2.9397 2020-10-15 08:46:35,991 - mmaction - INFO - Epoch [31][1140/1743] lr: 1.000e-02, eta: 1 day, 13:26:58, time: 0.840, data_time: 0.006, memory: 3025, loss_cls: 2.4769, loss: 2.4769, grad_norm: 2.9391 2020-10-15 08:46:52,613 - mmaction - INFO - Epoch [31][1160/1743] lr: 1.000e-02, eta: 1 day, 13:26:23, time: 0.836, data_time: 0.013, memory: 3025, loss_cls: 2.5328, loss: 2.5328, grad_norm: 2.9793 2020-10-15 08:47:09,331 - mmaction - INFO - Epoch [31][1180/1743] lr: 1.000e-02, eta: 1 day, 13:25:49, time: 0.839, data_time: 0.005, memory: 3025, loss_cls: 2.4915, loss: 2.4915, grad_norm: 2.9288 2020-10-15 08:47:25,942 - mmaction - INFO - Epoch [31][1200/1743] lr: 1.000e-02, eta: 1 day, 13:25:13, time: 0.827, data_time: 0.003, memory: 3025, loss_cls: 2.4513, loss: 2.4513, grad_norm: 2.8819 2020-10-15 08:47:41,240 - mmaction - INFO - Epoch [31][1220/1743] lr: 1.000e-02, eta: 1 day, 13:24:35, time: 0.767, data_time: 0.006, memory: 3025, loss_cls: 2.4711, loss: 2.4711, grad_norm: 2.9025 2020-10-15 08:47:58,130 - mmaction - INFO - Epoch [31][1240/1743] lr: 1.000e-02, eta: 1 day, 13:24:01, time: 0.842, data_time: 0.003, memory: 3025, loss_cls: 2.5186, loss: 2.5186, grad_norm: 2.9597 2020-10-15 08:48:14,166 - mmaction - INFO - Epoch [31][1260/1743] lr: 1.000e-02, eta: 1 day, 13:23:24, time: 0.805, data_time: 0.007, memory: 3025, loss_cls: 2.4680, loss: 2.4680, grad_norm: 2.9430 2020-10-15 08:48:30,887 - mmaction - INFO - Epoch [31][1280/1743] lr: 1.000e-02, eta: 1 day, 13:22:49, time: 0.836, data_time: 0.005, memory: 3025, loss_cls: 2.4766, loss: 2.4766, grad_norm: 2.9746 2020-10-15 08:48:46,702 - mmaction - INFO - Epoch [31][1300/1743] lr: 1.000e-02, eta: 1 day, 13:22:13, time: 0.789, data_time: 0.004, memory: 3025, loss_cls: 2.4896, loss: 2.4896, grad_norm: 2.9663 2020-10-15 08:49:03,087 - mmaction - INFO - Epoch [31][1320/1743] lr: 1.000e-02, eta: 1 day, 13:21:37, time: 0.812, data_time: 0.005, memory: 3025, loss_cls: 2.4563, loss: 2.4563, grad_norm: 2.9435 2020-10-15 08:49:19,013 - mmaction - INFO - Epoch [31][1340/1743] lr: 1.000e-02, eta: 1 day, 13:21:00, time: 0.800, data_time: 0.012, memory: 3025, loss_cls: 2.4782, loss: 2.4782, grad_norm: 2.9770 2020-10-15 08:49:35,577 - mmaction - INFO - Epoch [31][1360/1743] lr: 1.000e-02, eta: 1 day, 13:20:25, time: 0.832, data_time: 0.008, memory: 3025, loss_cls: 2.4672, loss: 2.4672, grad_norm: 2.9621 2020-10-15 08:49:52,368 - mmaction - INFO - Epoch [31][1380/1743] lr: 1.000e-02, eta: 1 day, 13:19:50, time: 0.835, data_time: 0.005, memory: 3025, loss_cls: 2.4676, loss: 2.4676, grad_norm: 2.9917 2020-10-15 08:50:08,101 - mmaction - INFO - Epoch [31][1400/1743] lr: 1.000e-02, eta: 1 day, 13:19:13, time: 0.790, data_time: 0.010, memory: 3025, loss_cls: 2.4948, loss: 2.4948, grad_norm: 2.9374 2020-10-15 08:50:24,325 - mmaction - INFO - Epoch [31][1420/1743] lr: 1.000e-02, eta: 1 day, 13:18:38, time: 0.814, data_time: 0.005, memory: 3025, loss_cls: 2.4791, loss: 2.4791, grad_norm: 2.9371 2020-10-15 08:50:41,210 - mmaction - INFO - Epoch [31][1440/1743] lr: 1.000e-02, eta: 1 day, 13:18:03, time: 0.841, data_time: 0.003, memory: 3025, loss_cls: 2.4800, loss: 2.4800, grad_norm: 2.9750 2020-10-15 08:50:57,082 - mmaction - INFO - Epoch [31][1460/1743] lr: 1.000e-02, eta: 1 day, 13:17:27, time: 0.797, data_time: 0.007, memory: 3025, loss_cls: 2.4830, loss: 2.4830, grad_norm: 2.9833 2020-10-15 08:51:13,514 - mmaction - INFO - Epoch [31][1480/1743] lr: 1.000e-02, eta: 1 day, 13:16:51, time: 0.818, data_time: 0.003, memory: 3025, loss_cls: 2.4324, loss: 2.4324, grad_norm: 2.8596 2020-10-15 08:51:30,082 - mmaction - INFO - Epoch [31][1500/1743] lr: 1.000e-02, eta: 1 day, 13:16:16, time: 0.826, data_time: 0.009, memory: 3025, loss_cls: 2.4960, loss: 2.4960, grad_norm: 2.9320 2020-10-15 08:51:46,162 - mmaction - INFO - Epoch [31][1520/1743] lr: 1.000e-02, eta: 1 day, 13:15:40, time: 0.808, data_time: 0.010, memory: 3025, loss_cls: 2.4958, loss: 2.4958, grad_norm: 2.9738 2020-10-15 08:52:02,101 - mmaction - INFO - Epoch [31][1540/1743] lr: 1.000e-02, eta: 1 day, 13:15:04, time: 0.794, data_time: 0.007, memory: 3025, loss_cls: 2.5195, loss: 2.5195, grad_norm: 2.9882 2020-10-15 08:52:18,422 - mmaction - INFO - Epoch [31][1560/1743] lr: 1.000e-02, eta: 1 day, 13:14:28, time: 0.816, data_time: 0.009, memory: 3025, loss_cls: 2.4880, loss: 2.4880, grad_norm: 2.9263 2020-10-15 08:52:35,053 - mmaction - INFO - Epoch [31][1580/1743] lr: 1.000e-02, eta: 1 day, 13:13:53, time: 0.834, data_time: 0.008, memory: 3025, loss_cls: 2.5059, loss: 2.5059, grad_norm: 2.9532 2020-10-15 08:52:51,166 - mmaction - INFO - Epoch [31][1600/1743] lr: 1.000e-02, eta: 1 day, 13:13:17, time: 0.807, data_time: 0.005, memory: 3025, loss_cls: 2.4559, loss: 2.4559, grad_norm: 2.9547 2020-10-15 08:53:08,202 - mmaction - INFO - Epoch [31][1620/1743] lr: 1.000e-02, eta: 1 day, 13:12:43, time: 0.846, data_time: 0.005, memory: 3025, loss_cls: 2.4886, loss: 2.4886, grad_norm: 2.9867 2020-10-15 08:53:24,707 - mmaction - INFO - Epoch [31][1640/1743] lr: 1.000e-02, eta: 1 day, 13:12:08, time: 0.826, data_time: 0.010, memory: 3025, loss_cls: 2.5077, loss: 2.5077, grad_norm: 2.9475 2020-10-15 08:53:41,393 - mmaction - INFO - Epoch [31][1660/1743] lr: 1.000e-02, eta: 1 day, 13:11:33, time: 0.834, data_time: 0.008, memory: 3025, loss_cls: 2.4857, loss: 2.4857, grad_norm: 2.9692 2020-10-15 08:53:58,085 - mmaction - INFO - Epoch [31][1680/1743] lr: 1.000e-02, eta: 1 day, 13:10:59, time: 0.833, data_time: 0.009, memory: 3025, loss_cls: 2.4462, loss: 2.4462, grad_norm: 2.8973 2020-10-15 08:54:13,783 - mmaction - INFO - Epoch [31][1700/1743] lr: 1.000e-02, eta: 1 day, 13:10:22, time: 0.790, data_time: 0.010, memory: 3025, loss_cls: 2.5118, loss: 2.5118, grad_norm: 3.0287 2020-10-15 08:54:30,126 - mmaction - INFO - Epoch [31][1720/1743] lr: 1.000e-02, eta: 1 day, 13:09:47, time: 0.815, data_time: 0.003, memory: 3025, loss_cls: 2.4887, loss: 2.4887, grad_norm: 3.0635 2020-10-15 08:54:46,535 - mmaction - INFO - Epoch [31][1740/1743] lr: 1.000e-02, eta: 1 day, 13:09:12, time: 0.824, data_time: 0.010, memory: 3025, loss_cls: 2.4379, loss: 2.4379, grad_norm: 2.8952 2020-10-15 08:55:25,770 - mmaction - INFO - Epoch [32][20/1743] lr: 1.000e-02, eta: 1 day, 13:09:09, time: 1.788, data_time: 0.861, memory: 3025, loss_cls: 2.4330, loss: 2.4330, grad_norm: 2.9113 2020-10-15 08:55:42,441 - mmaction - INFO - Epoch [32][40/1743] lr: 1.000e-02, eta: 1 day, 13:08:34, time: 0.828, data_time: 0.009, memory: 3025, loss_cls: 2.4754, loss: 2.4754, grad_norm: 2.9391 2020-10-15 08:55:59,688 - mmaction - INFO - Epoch [32][60/1743] lr: 1.000e-02, eta: 1 day, 13:08:00, time: 0.858, data_time: 0.011, memory: 3025, loss_cls: 2.4628, loss: 2.4628, grad_norm: 2.8835 2020-10-15 08:56:16,593 - mmaction - INFO - Epoch [32][80/1743] lr: 1.000e-02, eta: 1 day, 13:07:26, time: 0.850, data_time: 0.018, memory: 3025, loss_cls: 2.4306, loss: 2.4306, grad_norm: 2.8660 2020-10-15 08:56:33,442 - mmaction - INFO - Epoch [32][100/1743] lr: 1.000e-02, eta: 1 day, 13:06:52, time: 0.839, data_time: 0.009, memory: 3025, loss_cls: 2.4950, loss: 2.4950, grad_norm: 2.9689 2020-10-15 08:56:50,294 - mmaction - INFO - Epoch [32][120/1743] lr: 1.000e-02, eta: 1 day, 13:06:18, time: 0.853, data_time: 0.013, memory: 3025, loss_cls: 2.4814, loss: 2.4814, grad_norm: 2.9532 2020-10-15 08:57:07,803 - mmaction - INFO - Epoch [32][140/1743] lr: 1.000e-02, eta: 1 day, 13:05:45, time: 0.872, data_time: 0.002, memory: 3025, loss_cls: 2.4696, loss: 2.4696, grad_norm: 2.9615 2020-10-15 08:57:25,301 - mmaction - INFO - Epoch [32][160/1743] lr: 1.000e-02, eta: 1 day, 13:05:13, time: 0.877, data_time: 0.005, memory: 3025, loss_cls: 2.4553, loss: 2.4553, grad_norm: 2.9226 2020-10-15 08:57:41,607 - mmaction - INFO - Epoch [32][180/1743] lr: 1.000e-02, eta: 1 day, 13:04:37, time: 0.812, data_time: 0.004, memory: 3025, loss_cls: 2.4634, loss: 2.4634, grad_norm: 2.9185 2020-10-15 08:57:57,927 - mmaction - INFO - Epoch [32][200/1743] lr: 1.000e-02, eta: 1 day, 13:04:02, time: 0.816, data_time: 0.008, memory: 3025, loss_cls: 2.4470, loss: 2.4470, grad_norm: 2.8932 2020-10-15 08:58:14,797 - mmaction - INFO - Epoch [32][220/1743] lr: 1.000e-02, eta: 1 day, 13:03:28, time: 0.847, data_time: 0.007, memory: 3025, loss_cls: 2.4537, loss: 2.4537, grad_norm: 2.8834 2020-10-15 08:58:31,697 - mmaction - INFO - Epoch [32][240/1743] lr: 1.000e-02, eta: 1 day, 13:02:54, time: 0.838, data_time: 0.004, memory: 3025, loss_cls: 2.4470, loss: 2.4470, grad_norm: 2.9422 2020-10-15 08:58:48,291 - mmaction - INFO - Epoch [32][260/1743] lr: 1.000e-02, eta: 1 day, 13:02:19, time: 0.836, data_time: 0.010, memory: 3025, loss_cls: 2.4604, loss: 2.4604, grad_norm: 2.9737 2020-10-15 08:59:04,400 - mmaction - INFO - Epoch [32][280/1743] lr: 1.000e-02, eta: 1 day, 13:01:43, time: 0.804, data_time: 0.004, memory: 3025, loss_cls: 2.4509, loss: 2.4509, grad_norm: 2.9287 2020-10-15 08:59:21,160 - mmaction - INFO - Epoch [32][300/1743] lr: 1.000e-02, eta: 1 day, 13:01:09, time: 0.838, data_time: 0.006, memory: 3025, loss_cls: 2.5049, loss: 2.5049, grad_norm: 2.9658 2020-10-15 08:59:37,547 - mmaction - INFO - Epoch [32][320/1743] lr: 1.000e-02, eta: 1 day, 13:00:34, time: 0.821, data_time: 0.005, memory: 3025, loss_cls: 2.4665, loss: 2.4665, grad_norm: 2.9248 2020-10-15 08:59:53,874 - mmaction - INFO - Epoch [32][340/1743] lr: 1.000e-02, eta: 1 day, 12:59:59, time: 0.809, data_time: 0.003, memory: 3025, loss_cls: 2.4812, loss: 2.4812, grad_norm: 2.9062 2020-10-15 09:00:11,154 - mmaction - INFO - Epoch [32][360/1743] lr: 1.000e-02, eta: 1 day, 12:59:26, time: 0.870, data_time: 0.014, memory: 3025, loss_cls: 2.4811, loss: 2.4811, grad_norm: 2.9324 2020-10-15 09:00:28,777 - mmaction - INFO - Epoch [32][380/1743] lr: 1.000e-02, eta: 1 day, 12:58:54, time: 0.881, data_time: 0.010, memory: 3025, loss_cls: 2.4920, loss: 2.4920, grad_norm: 2.9585 2020-10-15 09:00:45,157 - mmaction - INFO - Epoch [32][400/1743] lr: 1.000e-02, eta: 1 day, 12:58:18, time: 0.818, data_time: 0.004, memory: 3025, loss_cls: 2.4622, loss: 2.4622, grad_norm: 2.9697 2020-10-15 09:01:01,922 - mmaction - INFO - Epoch [32][420/1743] lr: 1.000e-02, eta: 1 day, 12:57:44, time: 0.838, data_time: 0.005, memory: 3025, loss_cls: 2.4251, loss: 2.4251, grad_norm: 2.9349 2020-10-15 09:01:18,554 - mmaction - INFO - Epoch [32][440/1743] lr: 1.000e-02, eta: 1 day, 12:57:10, time: 0.832, data_time: 0.006, memory: 3025, loss_cls: 2.4385, loss: 2.4385, grad_norm: 2.9296 2020-10-15 09:01:35,636 - mmaction - INFO - Epoch [32][460/1743] lr: 1.000e-02, eta: 1 day, 12:56:36, time: 0.853, data_time: 0.006, memory: 3025, loss_cls: 2.4780, loss: 2.4780, grad_norm: 2.9911 2020-10-15 09:01:52,434 - mmaction - INFO - Epoch [32][480/1743] lr: 1.000e-02, eta: 1 day, 12:56:02, time: 0.844, data_time: 0.006, memory: 3025, loss_cls: 2.4553, loss: 2.4553, grad_norm: 2.9790 2020-10-15 09:02:09,153 - mmaction - INFO - Epoch [32][500/1743] lr: 1.000e-02, eta: 1 day, 12:55:28, time: 0.831, data_time: 0.003, memory: 3025, loss_cls: 2.4529, loss: 2.4529, grad_norm: 2.9463 2020-10-15 09:02:25,486 - mmaction - INFO - Epoch [32][520/1743] lr: 1.000e-02, eta: 1 day, 12:54:53, time: 0.821, data_time: 0.007, memory: 3025, loss_cls: 2.4834, loss: 2.4834, grad_norm: 2.9968 2020-10-15 09:02:41,570 - mmaction - INFO - Epoch [32][540/1743] lr: 1.000e-02, eta: 1 day, 12:54:17, time: 0.804, data_time: 0.002, memory: 3025, loss_cls: 2.4837, loss: 2.4837, grad_norm: 2.9859 2020-10-15 09:02:57,429 - mmaction - INFO - Epoch [32][560/1743] lr: 1.000e-02, eta: 1 day, 12:53:41, time: 0.792, data_time: 0.002, memory: 3025, loss_cls: 2.4551, loss: 2.4551, grad_norm: 2.9027 2020-10-15 09:03:14,260 - mmaction - INFO - Epoch [32][580/1743] lr: 1.000e-02, eta: 1 day, 12:53:07, time: 0.827, data_time: 0.057, memory: 3025, loss_cls: 2.4820, loss: 2.4820, grad_norm: 2.9529 2020-10-15 09:03:31,034 - mmaction - INFO - Epoch [32][600/1743] lr: 1.000e-02, eta: 1 day, 12:52:33, time: 0.846, data_time: 0.218, memory: 3025, loss_cls: 2.4907, loss: 2.4907, grad_norm: 2.9665 2020-10-15 09:03:47,910 - mmaction - INFO - Epoch [32][620/1743] lr: 1.000e-02, eta: 1 day, 12:51:59, time: 0.848, data_time: 0.324, memory: 3025, loss_cls: 2.4858, loss: 2.4858, grad_norm: 2.9707 2020-10-15 09:04:05,180 - mmaction - INFO - Epoch [32][640/1743] lr: 1.000e-02, eta: 1 day, 12:51:27, time: 0.869, data_time: 0.111, memory: 3025, loss_cls: 2.4497, loss: 2.4497, grad_norm: 2.9535 2020-10-15 09:04:22,179 - mmaction - INFO - Epoch [32][660/1743] lr: 1.000e-02, eta: 1 day, 12:50:53, time: 0.841, data_time: 0.001, memory: 3025, loss_cls: 2.4719, loss: 2.4719, grad_norm: 2.9717 2020-10-15 09:04:38,477 - mmaction - INFO - Epoch [32][680/1743] lr: 1.000e-02, eta: 1 day, 12:50:18, time: 0.819, data_time: 0.016, memory: 3025, loss_cls: 2.4633, loss: 2.4633, grad_norm: 2.9194 2020-10-15 09:04:54,873 - mmaction - INFO - Epoch [32][700/1743] lr: 1.000e-02, eta: 1 day, 12:49:43, time: 0.822, data_time: 0.007, memory: 3025, loss_cls: 2.4578, loss: 2.4578, grad_norm: 2.9387 2020-10-15 09:05:11,655 - mmaction - INFO - Epoch [32][720/1743] lr: 1.000e-02, eta: 1 day, 12:49:09, time: 0.839, data_time: 0.004, memory: 3025, loss_cls: 2.4777, loss: 2.4777, grad_norm: 2.9787 2020-10-15 09:05:28,008 - mmaction - INFO - Epoch [32][740/1743] lr: 1.000e-02, eta: 1 day, 12:48:34, time: 0.819, data_time: 0.006, memory: 3025, loss_cls: 2.4585, loss: 2.4585, grad_norm: 2.9720 2020-10-15 09:05:44,586 - mmaction - INFO - Epoch [32][760/1743] lr: 1.000e-02, eta: 1 day, 12:48:00, time: 0.827, data_time: 0.006, memory: 3025, loss_cls: 2.4375, loss: 2.4375, grad_norm: 2.9244 2020-10-15 09:06:01,612 - mmaction - INFO - Epoch [32][780/1743] lr: 1.000e-02, eta: 1 day, 12:47:27, time: 0.852, data_time: 0.004, memory: 3025, loss_cls: 2.5061, loss: 2.5061, grad_norm: 3.0331 2020-10-15 09:06:18,412 - mmaction - INFO - Epoch [32][800/1743] lr: 1.000e-02, eta: 1 day, 12:46:53, time: 0.840, data_time: 0.004, memory: 3025, loss_cls: 2.4688, loss: 2.4688, grad_norm: 2.8973 2020-10-15 09:06:35,461 - mmaction - INFO - Epoch [32][820/1743] lr: 1.000e-02, eta: 1 day, 12:46:19, time: 0.844, data_time: 0.005, memory: 3025, loss_cls: 2.4595, loss: 2.4595, grad_norm: 2.9336 2020-10-15 09:06:51,998 - mmaction - INFO - Epoch [32][840/1743] lr: 1.000e-02, eta: 1 day, 12:45:45, time: 0.832, data_time: 0.012, memory: 3025, loss_cls: 2.4677, loss: 2.4677, grad_norm: 2.9672 2020-10-15 09:07:09,042 - mmaction - INFO - Epoch [32][860/1743] lr: 1.000e-02, eta: 1 day, 12:45:12, time: 0.852, data_time: 0.009, memory: 3025, loss_cls: 2.4386, loss: 2.4386, grad_norm: 2.9117 2020-10-15 09:07:25,633 - mmaction - INFO - Epoch [32][880/1743] lr: 1.000e-02, eta: 1 day, 12:44:37, time: 0.830, data_time: 0.008, memory: 3025, loss_cls: 2.4311, loss: 2.4311, grad_norm: 2.9013 2020-10-15 09:07:41,553 - mmaction - INFO - Epoch [32][900/1743] lr: 1.000e-02, eta: 1 day, 12:44:02, time: 0.802, data_time: 0.008, memory: 3025, loss_cls: 2.4530, loss: 2.4530, grad_norm: 2.9522 2020-10-15 09:07:57,865 - mmaction - INFO - Epoch [32][920/1743] lr: 1.000e-02, eta: 1 day, 12:43:27, time: 0.811, data_time: 0.002, memory: 3025, loss_cls: 2.5082, loss: 2.5082, grad_norm: 2.9631 2020-10-15 09:08:14,828 - mmaction - INFO - Epoch [32][940/1743] lr: 1.000e-02, eta: 1 day, 12:42:53, time: 0.849, data_time: 0.006, memory: 3025, loss_cls: 2.4840, loss: 2.4840, grad_norm: 3.0593 2020-10-15 09:08:31,622 - mmaction - INFO - Epoch [32][960/1743] lr: 1.000e-02, eta: 1 day, 12:42:19, time: 0.837, data_time: 0.005, memory: 3025, loss_cls: 2.4751, loss: 2.4751, grad_norm: 2.9874 2020-10-15 09:08:46,803 - mmaction - INFO - Epoch [32][980/1743] lr: 1.000e-02, eta: 1 day, 12:41:43, time: 0.765, data_time: 0.007, memory: 3025, loss_cls: 2.4603, loss: 2.4603, grad_norm: 2.9556 2020-10-15 09:09:03,525 - mmaction - INFO - Epoch [32][1000/1743] lr: 1.000e-02, eta: 1 day, 12:41:09, time: 0.834, data_time: 0.001, memory: 3025, loss_cls: 2.4569, loss: 2.4569, grad_norm: 2.9417 2020-10-15 09:09:19,614 - mmaction - INFO - Epoch [32][1020/1743] lr: 1.000e-02, eta: 1 day, 12:40:33, time: 0.805, data_time: 0.004, memory: 3025, loss_cls: 2.5107, loss: 2.5107, grad_norm: 3.0066 2020-10-15 09:09:36,126 - mmaction - INFO - Epoch [32][1040/1743] lr: 1.000e-02, eta: 1 day, 12:39:59, time: 0.817, data_time: 0.002, memory: 3025, loss_cls: 2.4821, loss: 2.4821, grad_norm: 2.9491 2020-10-15 09:09:52,579 - mmaction - INFO - Epoch [32][1060/1743] lr: 1.000e-02, eta: 1 day, 12:39:24, time: 0.829, data_time: 0.012, memory: 3025, loss_cls: 2.4006, loss: 2.4006, grad_norm: 2.8744 2020-10-15 09:10:09,065 - mmaction - INFO - Epoch [32][1080/1743] lr: 1.000e-02, eta: 1 day, 12:38:50, time: 0.827, data_time: 0.007, memory: 3025, loss_cls: 2.4680, loss: 2.4680, grad_norm: 2.9264 2020-10-15 09:10:25,411 - mmaction - INFO - Epoch [32][1100/1743] lr: 1.000e-02, eta: 1 day, 12:38:15, time: 0.818, data_time: 0.004, memory: 3025, loss_cls: 2.4912, loss: 2.4912, grad_norm: 2.9663 2020-10-15 09:10:42,719 - mmaction - INFO - Epoch [32][1120/1743] lr: 1.000e-02, eta: 1 day, 12:37:43, time: 0.866, data_time: 0.004, memory: 3025, loss_cls: 2.4570, loss: 2.4570, grad_norm: 2.9591 2020-10-15 09:11:00,139 - mmaction - INFO - Epoch [32][1140/1743] lr: 1.000e-02, eta: 1 day, 12:37:11, time: 0.871, data_time: 0.004, memory: 3025, loss_cls: 2.4344, loss: 2.4344, grad_norm: 2.8950 2020-10-15 09:11:16,497 - mmaction - INFO - Epoch [32][1160/1743] lr: 1.000e-02, eta: 1 day, 12:36:36, time: 0.814, data_time: 0.002, memory: 3025, loss_cls: 2.4825, loss: 2.4825, grad_norm: 2.9832 2020-10-15 09:11:33,559 - mmaction - INFO - Epoch [32][1180/1743] lr: 1.000e-02, eta: 1 day, 12:36:03, time: 0.853, data_time: 0.006, memory: 3025, loss_cls: 2.4729, loss: 2.4729, grad_norm: 2.9335 2020-10-15 09:11:50,652 - mmaction - INFO - Epoch [32][1200/1743] lr: 1.000e-02, eta: 1 day, 12:35:30, time: 0.859, data_time: 0.006, memory: 3025, loss_cls: 2.4846, loss: 2.4846, grad_norm: 3.0304 2020-10-15 09:12:07,304 - mmaction - INFO - Epoch [32][1220/1743] lr: 1.000e-02, eta: 1 day, 12:34:56, time: 0.826, data_time: 0.004, memory: 3025, loss_cls: 2.4341, loss: 2.4341, grad_norm: 2.9618 2020-10-15 09:12:24,589 - mmaction - INFO - Epoch [32][1240/1743] lr: 1.000e-02, eta: 1 day, 12:34:24, time: 0.871, data_time: 0.008, memory: 3025, loss_cls: 2.4791, loss: 2.4791, grad_norm: 2.9723 2020-10-15 09:12:41,346 - mmaction - INFO - Epoch [32][1260/1743] lr: 1.000e-02, eta: 1 day, 12:33:50, time: 0.834, data_time: 0.008, memory: 3025, loss_cls: 2.4784, loss: 2.4784, grad_norm: 3.0913 2020-10-15 09:12:57,324 - mmaction - INFO - Epoch [32][1280/1743] lr: 1.000e-02, eta: 1 day, 12:33:14, time: 0.797, data_time: 0.004, memory: 3025, loss_cls: 2.5056, loss: 2.5056, grad_norm: 3.0212 2020-10-15 09:13:14,116 - mmaction - INFO - Epoch [32][1300/1743] lr: 1.000e-02, eta: 1 day, 12:32:41, time: 0.845, data_time: 0.009, memory: 3025, loss_cls: 2.4484, loss: 2.4484, grad_norm: 2.9749 2020-10-15 09:13:31,054 - mmaction - INFO - Epoch [32][1320/1743] lr: 1.000e-02, eta: 1 day, 12:32:08, time: 0.845, data_time: 0.002, memory: 3025, loss_cls: 2.4887, loss: 2.4887, grad_norm: 2.9764 2020-10-15 09:13:47,374 - mmaction - INFO - Epoch [32][1340/1743] lr: 1.000e-02, eta: 1 day, 12:31:33, time: 0.817, data_time: 0.006, memory: 3025, loss_cls: 2.4816, loss: 2.4816, grad_norm: 2.9500 2020-10-15 09:14:04,578 - mmaction - INFO - Epoch [32][1360/1743] lr: 1.000e-02, eta: 1 day, 12:31:00, time: 0.856, data_time: 0.004, memory: 3025, loss_cls: 2.4716, loss: 2.4716, grad_norm: 2.9558 2020-10-15 09:14:21,470 - mmaction - INFO - Epoch [32][1380/1743] lr: 1.000e-02, eta: 1 day, 12:30:27, time: 0.850, data_time: 0.007, memory: 3025, loss_cls: 2.4762, loss: 2.4762, grad_norm: 2.9472 2020-10-15 09:14:38,190 - mmaction - INFO - Epoch [32][1400/1743] lr: 1.000e-02, eta: 1 day, 12:29:53, time: 0.829, data_time: 0.002, memory: 3025, loss_cls: 2.4436, loss: 2.4436, grad_norm: 2.9582 2020-10-15 09:14:54,736 - mmaction - INFO - Epoch [32][1420/1743] lr: 1.000e-02, eta: 1 day, 12:29:19, time: 0.829, data_time: 0.009, memory: 3025, loss_cls: 2.4844, loss: 2.4844, grad_norm: 2.9921 2020-10-15 09:15:11,203 - mmaction - INFO - Epoch [32][1440/1743] lr: 1.000e-02, eta: 1 day, 12:28:45, time: 0.829, data_time: 0.008, memory: 3025, loss_cls: 2.4522, loss: 2.4522, grad_norm: 2.9509 2020-10-15 09:15:27,476 - mmaction - INFO - Epoch [32][1460/1743] lr: 1.000e-02, eta: 1 day, 12:28:10, time: 0.808, data_time: 0.001, memory: 3025, loss_cls: 2.4603, loss: 2.4603, grad_norm: 2.9339 2020-10-15 09:15:44,459 - mmaction - INFO - Epoch [32][1480/1743] lr: 1.000e-02, eta: 1 day, 12:27:38, time: 0.855, data_time: 0.008, memory: 3025, loss_cls: 2.4748, loss: 2.4748, grad_norm: 2.9375 2020-10-15 09:16:00,845 - mmaction - INFO - Epoch [32][1500/1743] lr: 1.000e-02, eta: 1 day, 12:27:03, time: 0.812, data_time: 0.029, memory: 3025, loss_cls: 2.5025, loss: 2.5025, grad_norm: 2.9441 2020-10-15 09:16:17,796 - mmaction - INFO - Epoch [32][1520/1743] lr: 1.000e-02, eta: 1 day, 12:26:30, time: 0.848, data_time: 0.010, memory: 3025, loss_cls: 2.4870, loss: 2.4870, grad_norm: 2.9345 2020-10-15 09:16:34,658 - mmaction - INFO - Epoch [32][1540/1743] lr: 1.000e-02, eta: 1 day, 12:25:57, time: 0.849, data_time: 0.011, memory: 3025, loss_cls: 2.4451, loss: 2.4451, grad_norm: 2.9533 2020-10-15 09:16:52,157 - mmaction - INFO - Epoch [32][1560/1743] lr: 1.000e-02, eta: 1 day, 12:25:25, time: 0.874, data_time: 0.003, memory: 3025, loss_cls: 2.4501, loss: 2.4501, grad_norm: 3.0006 2020-10-15 09:17:08,921 - mmaction - INFO - Epoch [32][1580/1743] lr: 1.000e-02, eta: 1 day, 12:24:51, time: 0.837, data_time: 0.002, memory: 3025, loss_cls: 2.4885, loss: 2.4885, grad_norm: 2.9477 2020-10-15 09:17:25,467 - mmaction - INFO - Epoch [32][1600/1743] lr: 1.000e-02, eta: 1 day, 12:24:18, time: 0.828, data_time: 0.008, memory: 3025, loss_cls: 2.4790, loss: 2.4790, grad_norm: 2.9501 2020-10-15 09:17:42,741 - mmaction - INFO - Epoch [32][1620/1743] lr: 1.000e-02, eta: 1 day, 12:23:45, time: 0.856, data_time: 0.004, memory: 3025, loss_cls: 2.4887, loss: 2.4887, grad_norm: 2.9438 2020-10-15 09:17:59,521 - mmaction - INFO - Epoch [32][1640/1743] lr: 1.000e-02, eta: 1 day, 12:23:12, time: 0.845, data_time: 0.013, memory: 3025, loss_cls: 2.4794, loss: 2.4794, grad_norm: 2.9046 2020-10-15 09:18:16,410 - mmaction - INFO - Epoch [32][1660/1743] lr: 1.000e-02, eta: 1 day, 12:22:38, time: 0.838, data_time: 0.005, memory: 3025, loss_cls: 2.4811, loss: 2.4811, grad_norm: 2.9371 2020-10-15 09:18:33,289 - mmaction - INFO - Epoch [32][1680/1743] lr: 1.000e-02, eta: 1 day, 12:22:05, time: 0.852, data_time: 0.011, memory: 3025, loss_cls: 2.4743, loss: 2.4743, grad_norm: 3.0010 2020-10-15 09:18:49,677 - mmaction - INFO - Epoch [32][1700/1743] lr: 1.000e-02, eta: 1 day, 12:21:31, time: 0.815, data_time: 0.004, memory: 3025, loss_cls: 2.4472, loss: 2.4472, grad_norm: 2.8468 2020-10-15 09:19:05,823 - mmaction - INFO - Epoch [32][1720/1743] lr: 1.000e-02, eta: 1 day, 12:20:57, time: 0.810, data_time: 0.006, memory: 3025, loss_cls: 2.4188, loss: 2.4188, grad_norm: 2.8954 2020-10-15 09:19:23,035 - mmaction - INFO - Epoch [32][1740/1743] lr: 1.000e-02, eta: 1 day, 12:20:24, time: 0.861, data_time: 0.004, memory: 3025, loss_cls: 2.4459, loss: 2.4459, grad_norm: 2.9585 2020-10-15 09:20:22,513 - mmaction - INFO - Epoch [33][20/1743] lr: 1.000e-02, eta: 1 day, 12:20:49, time: 2.442, data_time: 1.590, memory: 3025, loss_cls: 2.4507, loss: 2.4507, grad_norm: 2.9243 2020-10-15 09:20:40,507 - mmaction - INFO - Epoch [33][40/1743] lr: 1.000e-02, eta: 1 day, 12:20:18, time: 0.895, data_time: 0.008, memory: 3025, loss_cls: 2.4210, loss: 2.4210, grad_norm: 2.8684 2020-10-15 09:20:57,296 - mmaction - INFO - Epoch [33][60/1743] lr: 1.000e-02, eta: 1 day, 12:19:44, time: 0.837, data_time: 0.011, memory: 3025, loss_cls: 2.4542, loss: 2.4542, grad_norm: 2.9586 2020-10-15 09:21:13,565 - mmaction - INFO - Epoch [33][80/1743] lr: 1.000e-02, eta: 1 day, 12:19:10, time: 0.815, data_time: 0.009, memory: 3025, loss_cls: 2.4846, loss: 2.4846, grad_norm: 2.9507 2020-10-15 09:21:29,874 - mmaction - INFO - Epoch [33][100/1743] lr: 1.000e-02, eta: 1 day, 12:18:36, time: 0.819, data_time: 0.009, memory: 3025, loss_cls: 2.4805, loss: 2.4805, grad_norm: 2.9465 2020-10-15 09:21:45,939 - mmaction - INFO - Epoch [33][120/1743] lr: 1.000e-02, eta: 1 day, 12:18:01, time: 0.799, data_time: 0.004, memory: 3025, loss_cls: 2.4213, loss: 2.4213, grad_norm: 2.9580 2020-10-15 09:22:02,425 - mmaction - INFO - Epoch [33][140/1743] lr: 1.000e-02, eta: 1 day, 12:17:27, time: 0.828, data_time: 0.009, memory: 3025, loss_cls: 2.4316, loss: 2.4316, grad_norm: 2.9590 2020-10-15 09:22:19,146 - mmaction - INFO - Epoch [33][160/1743] lr: 1.000e-02, eta: 1 day, 12:16:54, time: 0.837, data_time: 0.005, memory: 3025, loss_cls: 2.4751, loss: 2.4751, grad_norm: 2.9829 2020-10-15 09:22:34,577 - mmaction - INFO - Epoch [33][180/1743] lr: 1.000e-02, eta: 1 day, 12:16:17, time: 0.768, data_time: 0.006, memory: 3025, loss_cls: 2.4462, loss: 2.4462, grad_norm: 2.9646 2020-10-15 09:22:51,245 - mmaction - INFO - Epoch [33][200/1743] lr: 1.000e-02, eta: 1 day, 12:15:44, time: 0.834, data_time: 0.007, memory: 3025, loss_cls: 2.4713, loss: 2.4713, grad_norm: 2.9556 2020-10-15 09:23:07,923 - mmaction - INFO - Epoch [33][220/1743] lr: 1.000e-02, eta: 1 day, 12:15:11, time: 0.837, data_time: 0.007, memory: 3025, loss_cls: 2.4635, loss: 2.4635, grad_norm: 2.9307 2020-10-15 09:23:24,683 - mmaction - INFO - Epoch [33][240/1743] lr: 1.000e-02, eta: 1 day, 12:14:37, time: 0.839, data_time: 0.005, memory: 3025, loss_cls: 2.4731, loss: 2.4731, grad_norm: 2.9466 2020-10-15 09:23:40,734 - mmaction - INFO - Epoch [33][260/1743] lr: 1.000e-02, eta: 1 day, 12:14:03, time: 0.801, data_time: 0.002, memory: 3025, loss_cls: 2.4057, loss: 2.4057, grad_norm: 2.9007 2020-10-15 09:23:58,080 - mmaction - INFO - Epoch [33][280/1743] lr: 1.000e-02, eta: 1 day, 12:13:31, time: 0.867, data_time: 0.004, memory: 3025, loss_cls: 2.4358, loss: 2.4358, grad_norm: 2.9124 2020-10-15 09:24:14,264 - mmaction - INFO - Epoch [33][300/1743] lr: 1.000e-02, eta: 1 day, 12:12:56, time: 0.808, data_time: 0.005, memory: 3025, loss_cls: 2.4496, loss: 2.4496, grad_norm: 2.9061 2020-10-15 09:24:29,952 - mmaction - INFO - Epoch [33][320/1743] lr: 1.000e-02, eta: 1 day, 12:12:21, time: 0.783, data_time: 0.004, memory: 3025, loss_cls: 2.4245, loss: 2.4245, grad_norm: 2.9467 2020-10-15 09:24:46,441 - mmaction - INFO - Epoch [33][340/1743] lr: 1.000e-02, eta: 1 day, 12:11:47, time: 0.825, data_time: 0.011, memory: 3025, loss_cls: 2.4553, loss: 2.4553, grad_norm: 2.9729 2020-10-15 09:25:01,903 - mmaction - INFO - Epoch [33][360/1743] lr: 1.000e-02, eta: 1 day, 12:11:11, time: 0.777, data_time: 0.009, memory: 3025, loss_cls: 2.4826, loss: 2.4826, grad_norm: 2.9653 2020-10-15 09:25:18,192 - mmaction - INFO - Epoch [33][380/1743] lr: 1.000e-02, eta: 1 day, 12:10:37, time: 0.810, data_time: 0.003, memory: 3025, loss_cls: 2.4638, loss: 2.4638, grad_norm: 2.9892 2020-10-15 09:25:34,683 - mmaction - INFO - Epoch [33][400/1743] lr: 1.000e-02, eta: 1 day, 12:10:03, time: 0.827, data_time: 0.008, memory: 3025, loss_cls: 2.4611, loss: 2.4611, grad_norm: 3.0118 2020-10-15 09:25:51,321 - mmaction - INFO - Epoch [33][420/1743] lr: 1.000e-02, eta: 1 day, 12:09:30, time: 0.828, data_time: 0.002, memory: 3025, loss_cls: 2.4609, loss: 2.4609, grad_norm: 2.9919 2020-10-15 09:26:07,295 - mmaction - INFO - Epoch [33][440/1743] lr: 1.000e-02, eta: 1 day, 12:08:55, time: 0.802, data_time: 0.010, memory: 3025, loss_cls: 2.4808, loss: 2.4808, grad_norm: 2.9777 2020-10-15 09:26:23,885 - mmaction - INFO - Epoch [33][460/1743] lr: 1.000e-02, eta: 1 day, 12:08:21, time: 0.827, data_time: 0.004, memory: 3025, loss_cls: 2.4869, loss: 2.4869, grad_norm: 2.9799 2020-10-15 09:26:39,697 - mmaction - INFO - Epoch [33][480/1743] lr: 1.000e-02, eta: 1 day, 12:07:46, time: 0.792, data_time: 0.006, memory: 3025, loss_cls: 2.4831, loss: 2.4831, grad_norm: 2.9721 2020-10-15 09:26:54,722 - mmaction - INFO - Epoch [33][500/1743] lr: 1.000e-02, eta: 1 day, 12:07:10, time: 0.752, data_time: 0.005, memory: 3025, loss_cls: 2.5047, loss: 2.5047, grad_norm: 2.9505 2020-10-15 09:27:11,831 - mmaction - INFO - Epoch [33][520/1743] lr: 1.000e-02, eta: 1 day, 12:06:37, time: 0.858, data_time: 0.010, memory: 3025, loss_cls: 2.5137, loss: 2.5137, grad_norm: 3.0447 2020-10-15 09:27:28,484 - mmaction - INFO - Epoch [33][540/1743] lr: 1.000e-02, eta: 1 day, 12:06:04, time: 0.832, data_time: 0.003, memory: 3025, loss_cls: 2.4740, loss: 2.4740, grad_norm: 2.9975 2020-10-15 09:27:45,373 - mmaction - INFO - Epoch [33][560/1743] lr: 1.000e-02, eta: 1 day, 12:05:31, time: 0.841, data_time: 0.003, memory: 3025, loss_cls: 2.4299, loss: 2.4299, grad_norm: 2.9628 2020-10-15 09:28:01,274 - mmaction - INFO - Epoch [33][580/1743] lr: 1.000e-02, eta: 1 day, 12:04:56, time: 0.795, data_time: 0.007, memory: 3025, loss_cls: 2.4529, loss: 2.4529, grad_norm: 3.0025 2020-10-15 09:28:17,687 - mmaction - INFO - Epoch [33][600/1743] lr: 1.000e-02, eta: 1 day, 12:04:22, time: 0.822, data_time: 0.008, memory: 3025, loss_cls: 2.4760, loss: 2.4760, grad_norm: 2.9222 2020-10-15 09:28:34,005 - mmaction - INFO - Epoch [33][620/1743] lr: 1.000e-02, eta: 1 day, 12:03:48, time: 0.812, data_time: 0.005, memory: 3025, loss_cls: 2.4734, loss: 2.4734, grad_norm: 3.0074 2020-10-15 09:28:49,946 - mmaction - INFO - Epoch [33][640/1743] lr: 1.000e-02, eta: 1 day, 12:03:14, time: 0.804, data_time: 0.008, memory: 3025, loss_cls: 2.4356, loss: 2.4356, grad_norm: 2.9266 2020-10-15 09:29:06,685 - mmaction - INFO - Epoch [33][660/1743] lr: 1.000e-02, eta: 1 day, 12:02:41, time: 0.831, data_time: 0.003, memory: 3025, loss_cls: 2.4794, loss: 2.4794, grad_norm: 3.0390 2020-10-15 09:29:22,674 - mmaction - INFO - Epoch [33][680/1743] lr: 1.000e-02, eta: 1 day, 12:02:06, time: 0.805, data_time: 0.009, memory: 3025, loss_cls: 2.4287, loss: 2.4287, grad_norm: 2.9575 2020-10-15 09:29:38,878 - mmaction - INFO - Epoch [33][700/1743] lr: 1.000e-02, eta: 1 day, 12:01:32, time: 0.804, data_time: 0.002, memory: 3025, loss_cls: 2.4268, loss: 2.4268, grad_norm: 2.9270 2020-10-15 09:29:55,709 - mmaction - INFO - Epoch [33][720/1743] lr: 1.000e-02, eta: 1 day, 12:00:59, time: 0.841, data_time: 0.010, memory: 3025, loss_cls: 2.4552, loss: 2.4552, grad_norm: 2.9395 2020-10-15 09:30:12,492 - mmaction - INFO - Epoch [33][740/1743] lr: 1.000e-02, eta: 1 day, 12:00:26, time: 0.844, data_time: 0.010, memory: 3025, loss_cls: 2.4306, loss: 2.4306, grad_norm: 2.9358 2020-10-15 09:30:28,816 - mmaction - INFO - Epoch [33][760/1743] lr: 1.000e-02, eta: 1 day, 11:59:52, time: 0.811, data_time: 0.004, memory: 3025, loss_cls: 2.4924, loss: 2.4924, grad_norm: 3.0175 2020-10-15 09:30:44,722 - mmaction - INFO - Epoch [33][780/1743] lr: 1.000e-02, eta: 1 day, 11:59:17, time: 0.796, data_time: 0.010, memory: 3025, loss_cls: 2.4610, loss: 2.4610, grad_norm: 3.0198 2020-10-15 09:31:00,865 - mmaction - INFO - Epoch [33][800/1743] lr: 1.000e-02, eta: 1 day, 11:58:43, time: 0.811, data_time: 0.009, memory: 3025, loss_cls: 2.4759, loss: 2.4759, grad_norm: 2.9899 2020-10-15 09:31:17,406 - mmaction - INFO - Epoch [33][820/1743] lr: 1.000e-02, eta: 1 day, 11:58:10, time: 0.827, data_time: 0.005, memory: 3025, loss_cls: 2.4695, loss: 2.4695, grad_norm: 2.9583 2020-10-15 09:31:33,905 - mmaction - INFO - Epoch [33][840/1743] lr: 1.000e-02, eta: 1 day, 11:57:37, time: 0.826, data_time: 0.004, memory: 3025, loss_cls: 2.4266, loss: 2.4266, grad_norm: 2.9311 2020-10-15 09:31:50,020 - mmaction - INFO - Epoch [33][860/1743] lr: 1.000e-02, eta: 1 day, 11:57:02, time: 0.798, data_time: 0.004, memory: 3025, loss_cls: 2.4501, loss: 2.4501, grad_norm: 2.9767 2020-10-15 09:32:05,831 - mmaction - INFO - Epoch [33][880/1743] lr: 1.000e-02, eta: 1 day, 11:56:27, time: 0.797, data_time: 0.014, memory: 3025, loss_cls: 2.5012, loss: 2.5012, grad_norm: 2.9803 2020-10-15 09:32:22,312 - mmaction - INFO - Epoch [33][900/1743] lr: 1.000e-02, eta: 1 day, 11:55:54, time: 0.822, data_time: 0.006, memory: 3025, loss_cls: 2.4656, loss: 2.4656, grad_norm: 2.9381 2020-10-15 09:32:38,862 - mmaction - INFO - Epoch [33][920/1743] lr: 1.000e-02, eta: 1 day, 11:55:21, time: 0.830, data_time: 0.012, memory: 3025, loss_cls: 2.4705, loss: 2.4705, grad_norm: 2.9447 2020-10-15 09:32:55,621 - mmaction - INFO - Epoch [33][940/1743] lr: 1.000e-02, eta: 1 day, 11:54:48, time: 0.837, data_time: 0.009, memory: 3025, loss_cls: 2.4473, loss: 2.4473, grad_norm: 3.2693 2020-10-15 09:33:11,875 - mmaction - INFO - Epoch [33][960/1743] lr: 1.000e-02, eta: 1 day, 11:54:14, time: 0.808, data_time: 0.005, memory: 3025, loss_cls: 2.4931, loss: 2.4931, grad_norm: 2.9756 2020-10-15 09:33:28,237 - mmaction - INFO - Epoch [33][980/1743] lr: 1.000e-02, eta: 1 day, 11:53:40, time: 0.820, data_time: 0.009, memory: 3025, loss_cls: 2.4698, loss: 2.4698, grad_norm: 2.9690 2020-10-15 09:33:44,956 - mmaction - INFO - Epoch [33][1000/1743] lr: 1.000e-02, eta: 1 day, 11:53:07, time: 0.835, data_time: 0.009, memory: 3025, loss_cls: 2.4939, loss: 2.4939, grad_norm: 2.9593 2020-10-15 09:34:00,832 - mmaction - INFO - Epoch [33][1020/1743] lr: 1.000e-02, eta: 1 day, 11:52:33, time: 0.798, data_time: 0.009, memory: 3025, loss_cls: 2.4573, loss: 2.4573, grad_norm: 2.9090 2020-10-15 09:34:16,766 - mmaction - INFO - Epoch [33][1040/1743] lr: 1.000e-02, eta: 1 day, 11:51:59, time: 0.799, data_time: 0.004, memory: 3025, loss_cls: 2.4525, loss: 2.4525, grad_norm: 2.9822 2020-10-15 09:34:32,910 - mmaction - INFO - Epoch [33][1060/1743] lr: 1.000e-02, eta: 1 day, 11:51:24, time: 0.804, data_time: 0.002, memory: 3025, loss_cls: 2.4746, loss: 2.4746, grad_norm: 2.9173 2020-10-15 09:34:48,602 - mmaction - INFO - Epoch [33][1080/1743] lr: 1.000e-02, eta: 1 day, 11:50:49, time: 0.785, data_time: 0.006, memory: 3025, loss_cls: 2.5076, loss: 2.5076, grad_norm: 2.9877 2020-10-15 09:35:04,924 - mmaction - INFO - Epoch [33][1100/1743] lr: 1.000e-02, eta: 1 day, 11:50:16, time: 0.812, data_time: 0.004, memory: 3025, loss_cls: 2.4598, loss: 2.4598, grad_norm: 2.8968 2020-10-15 09:35:21,190 - mmaction - INFO - Epoch [33][1120/1743] lr: 1.000e-02, eta: 1 day, 11:49:42, time: 0.817, data_time: 0.009, memory: 3025, loss_cls: 2.4649, loss: 2.4649, grad_norm: 2.9535 2020-10-15 09:35:37,370 - mmaction - INFO - Epoch [33][1140/1743] lr: 1.000e-02, eta: 1 day, 11:49:08, time: 0.809, data_time: 0.003, memory: 3025, loss_cls: 2.4562, loss: 2.4562, grad_norm: 2.9533 2020-10-15 09:35:54,213 - mmaction - INFO - Epoch [33][1160/1743] lr: 1.000e-02, eta: 1 day, 11:48:36, time: 0.844, data_time: 0.004, memory: 3025, loss_cls: 2.4399, loss: 2.4399, grad_norm: 2.9220 2020-10-15 09:36:10,071 - mmaction - INFO - Epoch [33][1180/1743] lr: 1.000e-02, eta: 1 day, 11:48:01, time: 0.788, data_time: 0.003, memory: 3025, loss_cls: 2.4309, loss: 2.4309, grad_norm: 2.9303 2020-10-15 09:36:26,730 - mmaction - INFO - Epoch [33][1200/1743] lr: 1.000e-02, eta: 1 day, 11:47:28, time: 0.837, data_time: 0.008, memory: 3025, loss_cls: 2.4164, loss: 2.4164, grad_norm: 2.9953 2020-10-15 09:36:43,418 - mmaction - INFO - Epoch [33][1220/1743] lr: 1.000e-02, eta: 1 day, 11:46:55, time: 0.834, data_time: 0.003, memory: 3025, loss_cls: 2.4404, loss: 2.4404, grad_norm: 2.9607 2020-10-15 09:36:59,951 - mmaction - INFO - Epoch [33][1240/1743] lr: 1.000e-02, eta: 1 day, 11:46:22, time: 0.823, data_time: 0.004, memory: 3025, loss_cls: 2.4841, loss: 2.4841, grad_norm: 2.9784 2020-10-15 09:37:16,167 - mmaction - INFO - Epoch [33][1260/1743] lr: 1.000e-02, eta: 1 day, 11:45:48, time: 0.809, data_time: 0.008, memory: 3025, loss_cls: 2.4335, loss: 2.4335, grad_norm: 2.9475 2020-10-15 09:37:32,839 - mmaction - INFO - Epoch [33][1280/1743] lr: 1.000e-02, eta: 1 day, 11:45:16, time: 0.840, data_time: 0.010, memory: 3025, loss_cls: 2.4783, loss: 2.4783, grad_norm: 3.0418 2020-10-15 09:37:49,176 - mmaction - INFO - Epoch [33][1300/1743] lr: 1.000e-02, eta: 1 day, 11:44:42, time: 0.814, data_time: 0.005, memory: 3025, loss_cls: 2.4589, loss: 2.4589, grad_norm: 2.9818 2020-10-15 09:38:05,472 - mmaction - INFO - Epoch [33][1320/1743] lr: 1.000e-02, eta: 1 day, 11:44:08, time: 0.815, data_time: 0.004, memory: 3025, loss_cls: 2.4609, loss: 2.4609, grad_norm: 3.0124 2020-10-15 09:38:22,605 - mmaction - INFO - Epoch [33][1340/1743] lr: 1.000e-02, eta: 1 day, 11:43:36, time: 0.853, data_time: 0.005, memory: 3025, loss_cls: 2.4673, loss: 2.4673, grad_norm: 2.9726 2020-10-15 09:38:39,089 - mmaction - INFO - Epoch [33][1360/1743] lr: 1.000e-02, eta: 1 day, 11:43:03, time: 0.827, data_time: 0.007, memory: 3025, loss_cls: 2.4973, loss: 2.4973, grad_norm: 3.0159 2020-10-15 09:38:55,415 - mmaction - INFO - Epoch [33][1380/1743] lr: 1.000e-02, eta: 1 day, 11:42:30, time: 0.820, data_time: 0.007, memory: 3025, loss_cls: 2.4339, loss: 2.4339, grad_norm: 2.9532 2020-10-15 09:39:11,016 - mmaction - INFO - Epoch [33][1400/1743] lr: 1.000e-02, eta: 1 day, 11:41:55, time: 0.776, data_time: 0.002, memory: 3025, loss_cls: 2.4705, loss: 2.4705, grad_norm: 2.9401 2020-10-15 09:39:26,794 - mmaction - INFO - Epoch [33][1420/1743] lr: 1.000e-02, eta: 1 day, 11:41:20, time: 0.783, data_time: 0.006, memory: 3025, loss_cls: 2.4595, loss: 2.4595, grad_norm: 2.9406 2020-10-15 09:39:42,952 - mmaction - INFO - Epoch [33][1440/1743] lr: 1.000e-02, eta: 1 day, 11:40:47, time: 0.815, data_time: 0.012, memory: 3025, loss_cls: 2.4284, loss: 2.4284, grad_norm: 2.9212 2020-10-15 09:39:59,318 - mmaction - INFO - Epoch [33][1460/1743] lr: 1.000e-02, eta: 1 day, 11:40:13, time: 0.817, data_time: 0.008, memory: 3025, loss_cls: 2.4635, loss: 2.4635, grad_norm: 2.9532 2020-10-15 09:40:15,765 - mmaction - INFO - Epoch [33][1480/1743] lr: 1.000e-02, eta: 1 day, 11:39:40, time: 0.824, data_time: 0.008, memory: 3025, loss_cls: 2.4592, loss: 2.4592, grad_norm: 2.9837 2020-10-15 09:40:31,881 - mmaction - INFO - Epoch [33][1500/1743] lr: 1.000e-02, eta: 1 day, 11:39:06, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.4527, loss: 2.4527, grad_norm: 3.0096 2020-10-15 09:40:48,190 - mmaction - INFO - Epoch [33][1520/1743] lr: 1.000e-02, eta: 1 day, 11:38:33, time: 0.813, data_time: 0.003, memory: 3025, loss_cls: 2.4859, loss: 2.4859, grad_norm: 2.9607 2020-10-15 09:41:04,675 - mmaction - INFO - Epoch [33][1540/1743] lr: 1.000e-02, eta: 1 day, 11:38:00, time: 0.819, data_time: 0.005, memory: 3025, loss_cls: 2.4357, loss: 2.4357, grad_norm: 2.9239 2020-10-15 09:41:21,208 - mmaction - INFO - Epoch [33][1560/1743] lr: 1.000e-02, eta: 1 day, 11:37:27, time: 0.833, data_time: 0.010, memory: 3025, loss_cls: 2.4458, loss: 2.4458, grad_norm: 2.9256 2020-10-15 09:41:38,202 - mmaction - INFO - Epoch [33][1580/1743] lr: 1.000e-02, eta: 1 day, 11:36:55, time: 0.849, data_time: 0.005, memory: 3025, loss_cls: 2.4357, loss: 2.4357, grad_norm: 2.8881 2020-10-15 09:41:54,801 - mmaction - INFO - Epoch [33][1600/1743] lr: 1.000e-02, eta: 1 day, 11:36:22, time: 0.832, data_time: 0.007, memory: 3025, loss_cls: 2.4457, loss: 2.4457, grad_norm: 2.9327 2020-10-15 09:42:11,419 - mmaction - INFO - Epoch [33][1620/1743] lr: 1.000e-02, eta: 1 day, 11:35:49, time: 0.829, data_time: 0.004, memory: 3025, loss_cls: 2.4506, loss: 2.4506, grad_norm: 2.9598 2020-10-15 09:42:27,261 - mmaction - INFO - Epoch [33][1640/1743] lr: 1.000e-02, eta: 1 day, 11:35:15, time: 0.791, data_time: 0.004, memory: 3025, loss_cls: 2.3949, loss: 2.3949, grad_norm: 2.9428 2020-10-15 09:42:44,041 - mmaction - INFO - Epoch [33][1660/1743] lr: 1.000e-02, eta: 1 day, 11:34:43, time: 0.839, data_time: 0.005, memory: 3025, loss_cls: 2.4214, loss: 2.4214, grad_norm: 2.9178 2020-10-15 09:42:59,911 - mmaction - INFO - Epoch [33][1680/1743] lr: 1.000e-02, eta: 1 day, 11:34:09, time: 0.796, data_time: 0.004, memory: 3025, loss_cls: 2.4629, loss: 2.4629, grad_norm: 2.9971 2020-10-15 09:43:15,982 - mmaction - INFO - Epoch [33][1700/1743] lr: 1.000e-02, eta: 1 day, 11:33:35, time: 0.803, data_time: 0.002, memory: 3025, loss_cls: 2.4401, loss: 2.4401, grad_norm: 2.9160 2020-10-15 09:43:32,152 - mmaction - INFO - Epoch [33][1720/1743] lr: 1.000e-02, eta: 1 day, 11:33:01, time: 0.806, data_time: 0.004, memory: 3025, loss_cls: 2.4788, loss: 2.4788, grad_norm: 2.9663 2020-10-15 09:43:48,471 - mmaction - INFO - Epoch [33][1740/1743] lr: 1.000e-02, eta: 1 day, 11:32:28, time: 0.820, data_time: 0.008, memory: 3025, loss_cls: 2.4345, loss: 2.4345, grad_norm: 2.9562 2020-10-15 09:44:24,305 - mmaction - INFO - Epoch [34][20/1743] lr: 1.000e-02, eta: 1 day, 11:32:17, time: 1.611, data_time: 0.933, memory: 3025, loss_cls: 2.4391, loss: 2.4391, grad_norm: 2.9781 2020-10-15 09:44:42,027 - mmaction - INFO - Epoch [34][40/1743] lr: 1.000e-02, eta: 1 day, 11:31:47, time: 0.890, data_time: 0.010, memory: 3025, loss_cls: 2.4285, loss: 2.4285, grad_norm: 2.9138 2020-10-15 09:44:58,978 - mmaction - INFO - Epoch [34][60/1743] lr: 1.000e-02, eta: 1 day, 11:31:14, time: 0.843, data_time: 0.006, memory: 3025, loss_cls: 2.4669, loss: 2.4669, grad_norm: 2.9927 2020-10-15 09:45:16,148 - mmaction - INFO - Epoch [34][80/1743] lr: 1.000e-02, eta: 1 day, 11:30:43, time: 0.862, data_time: 0.007, memory: 3025, loss_cls: 2.4245, loss: 2.4245, grad_norm: 2.9638 2020-10-15 09:45:33,418 - mmaction - INFO - Epoch [34][100/1743] lr: 1.000e-02, eta: 1 day, 11:30:12, time: 0.863, data_time: 0.004, memory: 3025, loss_cls: 2.4940, loss: 2.4940, grad_norm: 3.0130 2020-10-15 09:45:50,115 - mmaction - INFO - Epoch [34][120/1743] lr: 1.000e-02, eta: 1 day, 11:29:39, time: 0.836, data_time: 0.010, memory: 3025, loss_cls: 2.4638, loss: 2.4638, grad_norm: 2.9917 2020-10-15 09:46:06,870 - mmaction - INFO - Epoch [34][140/1743] lr: 1.000e-02, eta: 1 day, 11:29:07, time: 0.835, data_time: 0.004, memory: 3025, loss_cls: 2.4408, loss: 2.4408, grad_norm: 2.9786 2020-10-15 09:46:23,618 - mmaction - INFO - Epoch [34][160/1743] lr: 1.000e-02, eta: 1 day, 11:28:34, time: 0.836, data_time: 0.007, memory: 3025, loss_cls: 2.4505, loss: 2.4505, grad_norm: 2.9887 2020-10-15 09:46:39,965 - mmaction - INFO - Epoch [34][180/1743] lr: 1.000e-02, eta: 1 day, 11:28:02, time: 0.823, data_time: 0.009, memory: 3025, loss_cls: 2.4622, loss: 2.4622, grad_norm: 2.9879 2020-10-15 09:46:55,908 - mmaction - INFO - Epoch [34][200/1743] lr: 1.000e-02, eta: 1 day, 11:27:28, time: 0.796, data_time: 0.003, memory: 3025, loss_cls: 2.4577, loss: 2.4577, grad_norm: 2.9534 2020-10-15 09:47:12,400 - mmaction - INFO - Epoch [34][220/1743] lr: 1.000e-02, eta: 1 day, 11:26:55, time: 0.823, data_time: 0.004, memory: 3025, loss_cls: 2.4467, loss: 2.4467, grad_norm: 2.9750 2020-10-15 09:47:28,173 - mmaction - INFO - Epoch [34][240/1743] lr: 1.000e-02, eta: 1 day, 11:26:20, time: 0.790, data_time: 0.006, memory: 3025, loss_cls: 2.4581, loss: 2.4581, grad_norm: 2.9976 2020-10-15 09:47:43,417 - mmaction - INFO - Epoch [34][260/1743] lr: 1.000e-02, eta: 1 day, 11:25:45, time: 0.763, data_time: 0.004, memory: 3025, loss_cls: 2.4479, loss: 2.4479, grad_norm: 2.9946 2020-10-15 09:48:00,439 - mmaction - INFO - Epoch [34][280/1743] lr: 1.000e-02, eta: 1 day, 11:25:13, time: 0.849, data_time: 0.005, memory: 3025, loss_cls: 2.4524, loss: 2.4524, grad_norm: 2.9745 2020-10-15 09:48:17,371 - mmaction - INFO - Epoch [34][300/1743] lr: 1.000e-02, eta: 1 day, 11:24:42, time: 0.847, data_time: 0.004, memory: 3025, loss_cls: 2.4535, loss: 2.4535, grad_norm: 2.9425 2020-10-15 09:48:34,592 - mmaction - INFO - Epoch [34][320/1743] lr: 1.000e-02, eta: 1 day, 11:24:10, time: 0.861, data_time: 0.005, memory: 3025, loss_cls: 2.4261, loss: 2.4261, grad_norm: 2.8939 2020-10-15 09:48:51,128 - mmaction - INFO - Epoch [34][340/1743] lr: 1.000e-02, eta: 1 day, 11:23:38, time: 0.825, data_time: 0.007, memory: 3025, loss_cls: 2.4996, loss: 2.4996, grad_norm: 2.9931 2020-10-15 09:49:07,214 - mmaction - INFO - Epoch [34][360/1743] lr: 1.000e-02, eta: 1 day, 11:23:04, time: 0.807, data_time: 0.008, memory: 3025, loss_cls: 2.4507, loss: 2.4507, grad_norm: 2.8975 2020-10-15 09:49:23,257 - mmaction - INFO - Epoch [34][380/1743] lr: 1.000e-02, eta: 1 day, 11:22:31, time: 0.803, data_time: 0.004, memory: 3025, loss_cls: 2.4346, loss: 2.4346, grad_norm: 2.9856 2020-10-15 09:49:38,957 - mmaction - INFO - Epoch [34][400/1743] lr: 1.000e-02, eta: 1 day, 11:21:56, time: 0.783, data_time: 0.005, memory: 3025, loss_cls: 2.4627, loss: 2.4627, grad_norm: 2.9254 2020-10-15 09:49:55,742 - mmaction - INFO - Epoch [34][420/1743] lr: 1.000e-02, eta: 1 day, 11:21:24, time: 0.839, data_time: 0.007, memory: 3025, loss_cls: 2.4503, loss: 2.4503, grad_norm: 2.9545 2020-10-15 09:50:12,298 - mmaction - INFO - Epoch [34][440/1743] lr: 1.000e-02, eta: 1 day, 11:20:51, time: 0.824, data_time: 0.007, memory: 3025, loss_cls: 2.4448, loss: 2.4448, grad_norm: 2.9312 2020-10-15 09:50:28,368 - mmaction - INFO - Epoch [34][460/1743] lr: 1.000e-02, eta: 1 day, 11:20:18, time: 0.805, data_time: 0.009, memory: 3025, loss_cls: 2.4595, loss: 2.4595, grad_norm: 2.9738 2020-10-15 09:50:45,198 - mmaction - INFO - Epoch [34][480/1743] lr: 1.000e-02, eta: 1 day, 11:19:46, time: 0.843, data_time: 0.008, memory: 3025, loss_cls: 2.4426, loss: 2.4426, grad_norm: 2.9124 2020-10-15 09:51:01,722 - mmaction - INFO - Epoch [34][500/1743] lr: 1.000e-02, eta: 1 day, 11:19:13, time: 0.826, data_time: 0.006, memory: 3025, loss_cls: 2.4475, loss: 2.4475, grad_norm: 2.9088 2020-10-15 09:51:18,021 - mmaction - INFO - Epoch [34][520/1743] lr: 1.000e-02, eta: 1 day, 11:18:40, time: 0.818, data_time: 0.013, memory: 3025, loss_cls: 2.4278, loss: 2.4278, grad_norm: 2.9015 2020-10-15 09:51:34,525 - mmaction - INFO - Epoch [34][540/1743] lr: 1.000e-02, eta: 1 day, 11:18:08, time: 0.826, data_time: 0.003, memory: 3025, loss_cls: 2.4834, loss: 2.4834, grad_norm: 2.9834 2020-10-15 09:51:50,613 - mmaction - INFO - Epoch [34][560/1743] lr: 1.000e-02, eta: 1 day, 11:17:34, time: 0.797, data_time: 0.005, memory: 3025, loss_cls: 2.4603, loss: 2.4603, grad_norm: 2.9525 2020-10-15 09:52:06,624 - mmaction - INFO - Epoch [34][580/1743] lr: 1.000e-02, eta: 1 day, 11:17:01, time: 0.806, data_time: 0.010, memory: 3025, loss_cls: 2.4917, loss: 2.4917, grad_norm: 3.0414 2020-10-15 09:52:22,550 - mmaction - INFO - Epoch [34][600/1743] lr: 1.000e-02, eta: 1 day, 11:16:27, time: 0.798, data_time: 0.007, memory: 3025, loss_cls: 2.4942, loss: 2.4942, grad_norm: 3.0304 2020-10-15 09:52:38,821 - mmaction - INFO - Epoch [34][620/1743] lr: 1.000e-02, eta: 1 day, 11:15:54, time: 0.814, data_time: 0.005, memory: 3025, loss_cls: 2.4573, loss: 2.4573, grad_norm: 2.9770 2020-10-15 09:52:54,822 - mmaction - INFO - Epoch [34][640/1743] lr: 1.000e-02, eta: 1 day, 11:15:20, time: 0.794, data_time: 0.002, memory: 3025, loss_cls: 2.4691, loss: 2.4691, grad_norm: 3.0218 2020-10-15 09:53:11,097 - mmaction - INFO - Epoch [34][660/1743] lr: 1.000e-02, eta: 1 day, 11:14:47, time: 0.817, data_time: 0.008, memory: 3025, loss_cls: 2.4058, loss: 2.4058, grad_norm: 2.9213 2020-10-15 09:53:27,592 - mmaction - INFO - Epoch [34][680/1743] lr: 1.000e-02, eta: 1 day, 11:14:15, time: 0.827, data_time: 0.006, memory: 3025, loss_cls: 2.4639, loss: 2.4639, grad_norm: 3.0159 2020-10-15 09:53:44,416 - mmaction - INFO - Epoch [34][700/1743] lr: 1.000e-02, eta: 1 day, 11:13:43, time: 0.834, data_time: 0.002, memory: 3025, loss_cls: 2.4565, loss: 2.4565, grad_norm: 2.9741 2020-10-15 09:54:01,057 - mmaction - INFO - Epoch [34][720/1743] lr: 1.000e-02, eta: 1 day, 11:13:11, time: 0.839, data_time: 0.010, memory: 3025, loss_cls: 2.4287, loss: 2.4287, grad_norm: 2.9489 2020-10-15 09:54:17,364 - mmaction - INFO - Epoch [34][740/1743] lr: 1.000e-02, eta: 1 day, 11:12:38, time: 0.811, data_time: 0.004, memory: 3025, loss_cls: 2.4028, loss: 2.4028, grad_norm: 2.9345 2020-10-15 09:54:33,865 - mmaction - INFO - Epoch [34][760/1743] lr: 1.000e-02, eta: 1 day, 11:12:05, time: 0.825, data_time: 0.008, memory: 3025, loss_cls: 2.4570, loss: 2.4570, grad_norm: 2.9758 2020-10-15 09:54:50,100 - mmaction - INFO - Epoch [34][780/1743] lr: 1.000e-02, eta: 1 day, 11:11:32, time: 0.807, data_time: 0.007, memory: 3025, loss_cls: 2.4473, loss: 2.4473, grad_norm: 2.9834 2020-10-15 09:55:06,560 - mmaction - INFO - Epoch [34][800/1743] lr: 1.000e-02, eta: 1 day, 11:11:00, time: 0.827, data_time: 0.010, memory: 3025, loss_cls: 2.4480, loss: 2.4480, grad_norm: 2.9982 2020-10-15 09:55:22,847 - mmaction - INFO - Epoch [34][820/1743] lr: 1.000e-02, eta: 1 day, 11:10:27, time: 0.818, data_time: 0.008, memory: 3025, loss_cls: 2.4484, loss: 2.4484, grad_norm: 2.9592 2020-10-15 09:55:38,687 - mmaction - INFO - Epoch [34][840/1743] lr: 1.000e-02, eta: 1 day, 11:09:53, time: 0.788, data_time: 0.007, memory: 3025, loss_cls: 2.4466, loss: 2.4466, grad_norm: 2.9644 2020-10-15 09:55:54,910 - mmaction - INFO - Epoch [34][860/1743] lr: 1.000e-02, eta: 1 day, 11:09:20, time: 0.813, data_time: 0.009, memory: 3025, loss_cls: 2.4584, loss: 2.4584, grad_norm: 3.0169 2020-10-15 09:56:12,199 - mmaction - INFO - Epoch [34][880/1743] lr: 1.000e-02, eta: 1 day, 11:08:49, time: 0.863, data_time: 0.006, memory: 3025, loss_cls: 2.4508, loss: 2.4508, grad_norm: 2.9460 2020-10-15 09:56:28,433 - mmaction - INFO - Epoch [34][900/1743] lr: 1.000e-02, eta: 1 day, 11:08:16, time: 0.815, data_time: 0.008, memory: 3025, loss_cls: 2.4361, loss: 2.4361, grad_norm: 2.9784 2020-10-15 09:56:44,321 - mmaction - INFO - Epoch [34][920/1743] lr: 1.000e-02, eta: 1 day, 11:07:43, time: 0.789, data_time: 0.003, memory: 3025, loss_cls: 2.4512, loss: 2.4512, grad_norm: 2.9680 2020-10-15 09:57:01,346 - mmaction - INFO - Epoch [34][940/1743] lr: 1.000e-02, eta: 1 day, 11:07:12, time: 0.857, data_time: 0.008, memory: 3025, loss_cls: 2.4512, loss: 2.4512, grad_norm: 2.9353 2020-10-15 09:57:17,474 - mmaction - INFO - Epoch [34][960/1743] lr: 1.000e-02, eta: 1 day, 11:06:38, time: 0.805, data_time: 0.004, memory: 3025, loss_cls: 2.4746, loss: 2.4746, grad_norm: 2.9898 2020-10-15 09:57:33,248 - mmaction - INFO - Epoch [34][980/1743] lr: 1.000e-02, eta: 1 day, 11:06:04, time: 0.787, data_time: 0.005, memory: 3025, loss_cls: 2.4448, loss: 2.4448, grad_norm: 2.9366 2020-10-15 09:57:49,967 - mmaction - INFO - Epoch [34][1000/1743] lr: 1.000e-02, eta: 1 day, 11:05:32, time: 0.834, data_time: 0.005, memory: 3025, loss_cls: 2.4821, loss: 2.4821, grad_norm: 3.0365 2020-10-15 09:58:07,087 - mmaction - INFO - Epoch [34][1020/1743] lr: 1.000e-02, eta: 1 day, 11:05:01, time: 0.854, data_time: 0.009, memory: 3025, loss_cls: 2.4466, loss: 2.4466, grad_norm: 3.0174 2020-10-15 09:58:23,049 - mmaction - INFO - Epoch [34][1040/1743] lr: 1.000e-02, eta: 1 day, 11:04:28, time: 0.802, data_time: 0.009, memory: 3025, loss_cls: 2.4495, loss: 2.4495, grad_norm: 2.9826 2020-10-15 09:58:40,084 - mmaction - INFO - Epoch [34][1060/1743] lr: 1.000e-02, eta: 1 day, 11:03:57, time: 0.851, data_time: 0.006, memory: 3025, loss_cls: 2.4642, loss: 2.4642, grad_norm: 2.9492 2020-10-15 09:58:56,644 - mmaction - INFO - Epoch [34][1080/1743] lr: 1.000e-02, eta: 1 day, 11:03:25, time: 0.827, data_time: 0.006, memory: 3025, loss_cls: 2.4332, loss: 2.4332, grad_norm: 2.9759 2020-10-15 09:59:12,932 - mmaction - INFO - Epoch [34][1100/1743] lr: 1.000e-02, eta: 1 day, 11:02:52, time: 0.818, data_time: 0.007, memory: 3025, loss_cls: 2.4092, loss: 2.4092, grad_norm: 2.9986 2020-10-15 09:59:29,116 - mmaction - INFO - Epoch [34][1120/1743] lr: 1.000e-02, eta: 1 day, 11:02:19, time: 0.803, data_time: 0.002, memory: 3025, loss_cls: 2.4598, loss: 2.4598, grad_norm: 3.0102 2020-10-15 09:59:45,149 - mmaction - INFO - Epoch [34][1140/1743] lr: 1.000e-02, eta: 1 day, 11:01:46, time: 0.808, data_time: 0.009, memory: 3025, loss_cls: 2.4090, loss: 2.4090, grad_norm: 2.9298 2020-10-15 10:00:01,390 - mmaction - INFO - Epoch [34][1160/1743] lr: 1.000e-02, eta: 1 day, 11:01:13, time: 0.811, data_time: 0.005, memory: 3025, loss_cls: 2.4300, loss: 2.4300, grad_norm: 2.9551 2020-10-15 10:00:18,308 - mmaction - INFO - Epoch [34][1180/1743] lr: 1.000e-02, eta: 1 day, 11:00:41, time: 0.838, data_time: 0.005, memory: 3025, loss_cls: 2.4145, loss: 2.4145, grad_norm: 2.9532 2020-10-15 10:00:34,855 - mmaction - INFO - Epoch [34][1200/1743] lr: 1.000e-02, eta: 1 day, 11:00:09, time: 0.835, data_time: 0.012, memory: 3025, loss_cls: 2.4511, loss: 2.4511, grad_norm: 3.0140 2020-10-15 10:00:50,729 - mmaction - INFO - Epoch [34][1220/1743] lr: 1.000e-02, eta: 1 day, 10:59:36, time: 0.790, data_time: 0.003, memory: 3025, loss_cls: 2.4278, loss: 2.4278, grad_norm: 2.9577 2020-10-15 10:01:07,086 - mmaction - INFO - Epoch [34][1240/1743] lr: 1.000e-02, eta: 1 day, 10:59:03, time: 0.823, data_time: 0.010, memory: 3025, loss_cls: 2.4302, loss: 2.4302, grad_norm: 2.9441 2020-10-15 10:01:23,203 - mmaction - INFO - Epoch [34][1260/1743] lr: 1.000e-02, eta: 1 day, 10:58:30, time: 0.798, data_time: 0.005, memory: 3025, loss_cls: 2.3915, loss: 2.3915, grad_norm: 2.9209 2020-10-15 10:01:39,168 - mmaction - INFO - Epoch [34][1280/1743] lr: 1.000e-02, eta: 1 day, 10:57:57, time: 0.805, data_time: 0.010, memory: 3025, loss_cls: 2.4235, loss: 2.4235, grad_norm: 2.9423 2020-10-15 10:01:55,214 - mmaction - INFO - Epoch [34][1300/1743] lr: 1.000e-02, eta: 1 day, 10:57:24, time: 0.795, data_time: 0.003, memory: 3025, loss_cls: 2.4352, loss: 2.4352, grad_norm: 2.9639 2020-10-15 10:02:11,779 - mmaction - INFO - Epoch [34][1320/1743] lr: 1.000e-02, eta: 1 day, 10:56:52, time: 0.835, data_time: 0.013, memory: 3025, loss_cls: 2.4654, loss: 2.4654, grad_norm: 3.0545 2020-10-15 10:02:27,875 - mmaction - INFO - Epoch [34][1340/1743] lr: 1.000e-02, eta: 1 day, 10:56:19, time: 0.805, data_time: 0.003, memory: 3025, loss_cls: 2.4201, loss: 2.4201, grad_norm: 2.9419 2020-10-15 10:02:44,414 - mmaction - INFO - Epoch [34][1360/1743] lr: 1.000e-02, eta: 1 day, 10:55:47, time: 0.827, data_time: 0.005, memory: 3025, loss_cls: 2.4362, loss: 2.4362, grad_norm: 2.9471 2020-10-15 10:03:00,395 - mmaction - INFO - Epoch [34][1380/1743] lr: 1.000e-02, eta: 1 day, 10:55:14, time: 0.793, data_time: 0.003, memory: 3025, loss_cls: 2.4289, loss: 2.4289, grad_norm: 2.9397 2020-10-15 10:03:17,178 - mmaction - INFO - Epoch [34][1400/1743] lr: 1.000e-02, eta: 1 day, 10:54:42, time: 0.842, data_time: 0.012, memory: 3025, loss_cls: 2.4500, loss: 2.4500, grad_norm: 2.9781 2020-10-15 10:03:33,872 - mmaction - INFO - Epoch [34][1420/1743] lr: 1.000e-02, eta: 1 day, 10:54:10, time: 0.835, data_time: 0.010, memory: 3025, loss_cls: 2.4453, loss: 2.4453, grad_norm: 2.9576 2020-10-15 10:03:50,085 - mmaction - INFO - Epoch [34][1440/1743] lr: 1.000e-02, eta: 1 day, 10:53:38, time: 0.812, data_time: 0.009, memory: 3025, loss_cls: 2.4396, loss: 2.4396, grad_norm: 3.0145 2020-10-15 10:04:07,130 - mmaction - INFO - Epoch [34][1460/1743] lr: 1.000e-02, eta: 1 day, 10:53:07, time: 0.850, data_time: 0.005, memory: 3025, loss_cls: 2.4650, loss: 2.4650, grad_norm: 3.0354 2020-10-15 10:04:23,086 - mmaction - INFO - Epoch [34][1480/1743] lr: 1.000e-02, eta: 1 day, 10:52:33, time: 0.796, data_time: 0.005, memory: 3025, loss_cls: 2.4392, loss: 2.4392, grad_norm: 2.9412 2020-10-15 10:04:39,773 - mmaction - INFO - Epoch [34][1500/1743] lr: 1.000e-02, eta: 1 day, 10:52:02, time: 0.838, data_time: 0.009, memory: 3025, loss_cls: 2.4616, loss: 2.4616, grad_norm: 3.0027 2020-10-15 10:04:55,892 - mmaction - INFO - Epoch [34][1520/1743] lr: 1.000e-02, eta: 1 day, 10:51:29, time: 0.803, data_time: 0.008, memory: 3025, loss_cls: 2.4684, loss: 2.4684, grad_norm: 2.9893 2020-10-15 10:05:12,232 - mmaction - INFO - Epoch [34][1540/1743] lr: 1.000e-02, eta: 1 day, 10:50:56, time: 0.818, data_time: 0.008, memory: 3025, loss_cls: 2.5134, loss: 2.5134, grad_norm: 3.0284 2020-10-15 10:05:28,939 - mmaction - INFO - Epoch [34][1560/1743] lr: 1.000e-02, eta: 1 day, 10:50:25, time: 0.837, data_time: 0.016, memory: 3025, loss_cls: 2.4824, loss: 2.4824, grad_norm: 2.9927 2020-10-15 10:05:45,182 - mmaction - INFO - Epoch [34][1580/1743] lr: 1.000e-02, eta: 1 day, 10:49:52, time: 0.814, data_time: 0.005, memory: 3025, loss_cls: 2.4124, loss: 2.4124, grad_norm: 2.9383 2020-10-15 10:06:01,502 - mmaction - INFO - Epoch [34][1600/1743] lr: 1.000e-02, eta: 1 day, 10:49:20, time: 0.813, data_time: 0.004, memory: 3025, loss_cls: 2.4435, loss: 2.4435, grad_norm: 2.9185 2020-10-15 10:06:17,642 - mmaction - INFO - Epoch [34][1620/1743] lr: 1.000e-02, eta: 1 day, 10:48:47, time: 0.809, data_time: 0.006, memory: 3025, loss_cls: 2.4345, loss: 2.4345, grad_norm: 2.9367 2020-10-15 10:06:34,629 - mmaction - INFO - Epoch [34][1640/1743] lr: 1.000e-02, eta: 1 day, 10:48:16, time: 0.848, data_time: 0.004, memory: 3025, loss_cls: 2.4536, loss: 2.4536, grad_norm: 2.9801 2020-10-15 10:06:50,969 - mmaction - INFO - Epoch [34][1660/1743] lr: 1.000e-02, eta: 1 day, 10:47:44, time: 0.819, data_time: 0.004, memory: 3025, loss_cls: 2.4734, loss: 2.4734, grad_norm: 2.9807 2020-10-15 10:07:07,252 - mmaction - INFO - Epoch [34][1680/1743] lr: 1.000e-02, eta: 1 day, 10:47:11, time: 0.813, data_time: 0.009, memory: 3025, loss_cls: 2.4322, loss: 2.4322, grad_norm: 2.9185 2020-10-15 10:07:24,114 - mmaction - INFO - Epoch [34][1700/1743] lr: 1.000e-02, eta: 1 day, 10:46:40, time: 0.844, data_time: 0.004, memory: 3025, loss_cls: 2.4641, loss: 2.4641, grad_norm: 3.0142 2020-10-15 10:07:39,923 - mmaction - INFO - Epoch [34][1720/1743] lr: 1.000e-02, eta: 1 day, 10:46:07, time: 0.791, data_time: 0.006, memory: 3025, loss_cls: 2.4515, loss: 2.4515, grad_norm: 3.0194 2020-10-15 10:07:56,272 - mmaction - INFO - Epoch [34][1740/1743] lr: 1.000e-02, eta: 1 day, 10:45:35, time: 0.816, data_time: 0.005, memory: 3025, loss_cls: 2.4468, loss: 2.4468, grad_norm: 2.9586 2020-10-15 10:08:37,121 - mmaction - INFO - Epoch [35][20/1743] lr: 1.000e-02, eta: 1 day, 10:45:32, time: 1.835, data_time: 1.232, memory: 3025, loss_cls: 2.4576, loss: 2.4576, grad_norm: 2.9511 2020-10-15 10:08:53,993 - mmaction - INFO - Epoch [35][40/1743] lr: 1.000e-02, eta: 1 day, 10:45:01, time: 0.846, data_time: 0.377, memory: 3025, loss_cls: 2.4099, loss: 2.4099, grad_norm: 2.9613 2020-10-15 10:09:11,330 - mmaction - INFO - Epoch [35][60/1743] lr: 1.000e-02, eta: 1 day, 10:44:30, time: 0.859, data_time: 0.407, memory: 3025, loss_cls: 2.4593, loss: 2.4593, grad_norm: 2.9429 2020-10-15 10:09:28,066 - mmaction - INFO - Epoch [35][80/1743] lr: 1.000e-02, eta: 1 day, 10:43:59, time: 0.841, data_time: 0.361, memory: 3025, loss_cls: 2.4208, loss: 2.4208, grad_norm: 2.8852 2020-10-15 10:09:44,876 - mmaction - INFO - Epoch [35][100/1743] lr: 1.000e-02, eta: 1 day, 10:43:28, time: 0.842, data_time: 0.254, memory: 3025, loss_cls: 2.4261, loss: 2.4261, grad_norm: 2.8760 2020-10-15 10:10:01,222 - mmaction - INFO - Epoch [35][120/1743] lr: 1.000e-02, eta: 1 day, 10:42:56, time: 0.822, data_time: 0.059, memory: 3025, loss_cls: 2.3979, loss: 2.3979, grad_norm: 2.9137 2020-10-15 10:10:18,332 - mmaction - INFO - Epoch [35][140/1743] lr: 1.000e-02, eta: 1 day, 10:42:25, time: 0.856, data_time: 0.246, memory: 3025, loss_cls: 2.4106, loss: 2.4106, grad_norm: 2.9180 2020-10-15 10:10:34,600 - mmaction - INFO - Epoch [35][160/1743] lr: 1.000e-02, eta: 1 day, 10:41:53, time: 0.810, data_time: 0.241, memory: 3025, loss_cls: 2.4488, loss: 2.4488, grad_norm: 2.9800 2020-10-15 10:10:51,001 - mmaction - INFO - Epoch [35][180/1743] lr: 1.000e-02, eta: 1 day, 10:41:21, time: 0.818, data_time: 0.321, memory: 3025, loss_cls: 2.4348, loss: 2.4348, grad_norm: 2.9455 2020-10-15 10:11:07,761 - mmaction - INFO - Epoch [35][200/1743] lr: 1.000e-02, eta: 1 day, 10:40:49, time: 0.843, data_time: 0.336, memory: 3025, loss_cls: 2.4349, loss: 2.4349, grad_norm: 2.9597 2020-10-15 10:11:24,697 - mmaction - INFO - Epoch [35][220/1743] lr: 1.000e-02, eta: 1 day, 10:40:18, time: 0.846, data_time: 0.289, memory: 3025, loss_cls: 2.4296, loss: 2.4296, grad_norm: 2.9673 2020-10-15 10:11:40,956 - mmaction - INFO - Epoch [35][240/1743] lr: 1.000e-02, eta: 1 day, 10:39:46, time: 0.809, data_time: 0.274, memory: 3025, loss_cls: 2.4747, loss: 2.4747, grad_norm: 2.9939 2020-10-15 10:11:57,872 - mmaction - INFO - Epoch [35][260/1743] lr: 1.000e-02, eta: 1 day, 10:39:15, time: 0.851, data_time: 0.306, memory: 3025, loss_cls: 2.4680, loss: 2.4680, grad_norm: 2.9673 2020-10-15 10:12:14,406 - mmaction - INFO - Epoch [35][280/1743] lr: 1.000e-02, eta: 1 day, 10:38:43, time: 0.822, data_time: 0.340, memory: 3025, loss_cls: 2.4484, loss: 2.4484, grad_norm: 2.9629 2020-10-15 10:12:30,884 - mmaction - INFO - Epoch [35][300/1743] lr: 1.000e-02, eta: 1 day, 10:38:11, time: 0.823, data_time: 0.334, memory: 3025, loss_cls: 2.4085, loss: 2.4085, grad_norm: 2.9344 2020-10-15 10:12:46,686 - mmaction - INFO - Epoch [35][320/1743] lr: 1.000e-02, eta: 1 day, 10:37:38, time: 0.791, data_time: 0.333, memory: 3025, loss_cls: 2.4686, loss: 2.4686, grad_norm: 3.0113 2020-10-15 10:13:02,975 - mmaction - INFO - Epoch [35][340/1743] lr: 1.000e-02, eta: 1 day, 10:37:06, time: 0.813, data_time: 0.332, memory: 3025, loss_cls: 2.4170, loss: 2.4170, grad_norm: 2.9576 2020-10-15 10:13:20,176 - mmaction - INFO - Epoch [35][360/1743] lr: 1.000e-02, eta: 1 day, 10:36:35, time: 0.864, data_time: 0.337, memory: 3025, loss_cls: 2.4660, loss: 2.4660, grad_norm: 3.0333 2020-10-15 10:13:36,981 - mmaction - INFO - Epoch [35][380/1743] lr: 1.000e-02, eta: 1 day, 10:36:04, time: 0.840, data_time: 0.268, memory: 3025, loss_cls: 2.4370, loss: 2.4370, grad_norm: 2.9782 2020-10-15 10:13:53,822 - mmaction - INFO - Epoch [35][400/1743] lr: 1.000e-02, eta: 1 day, 10:35:33, time: 0.843, data_time: 0.309, memory: 3025, loss_cls: 2.4633, loss: 2.4633, grad_norm: 2.9658 2020-10-15 10:14:09,419 - mmaction - INFO - Epoch [35][420/1743] lr: 1.000e-02, eta: 1 day, 10:35:00, time: 0.778, data_time: 0.246, memory: 3025, loss_cls: 2.4288, loss: 2.4288, grad_norm: 2.9909 2020-10-15 10:14:26,196 - mmaction - INFO - Epoch [35][440/1743] lr: 1.000e-02, eta: 1 day, 10:34:28, time: 0.842, data_time: 0.382, memory: 3025, loss_cls: 2.3838, loss: 2.3838, grad_norm: 2.9080 2020-10-15 10:14:42,537 - mmaction - INFO - Epoch [35][460/1743] lr: 1.000e-02, eta: 1 day, 10:33:56, time: 0.806, data_time: 0.335, memory: 3025, loss_cls: 2.4330, loss: 2.4330, grad_norm: 2.9175 2020-10-15 10:14:58,953 - mmaction - INFO - Epoch [35][480/1743] lr: 1.000e-02, eta: 1 day, 10:33:25, time: 0.832, data_time: 0.360, memory: 3025, loss_cls: 2.4055, loss: 2.4055, grad_norm: 2.9622 2020-10-15 10:15:15,511 - mmaction - INFO - Epoch [35][500/1743] lr: 1.000e-02, eta: 1 day, 10:32:53, time: 0.825, data_time: 0.292, memory: 3025, loss_cls: 2.4617, loss: 2.4617, grad_norm: 3.0450 2020-10-15 10:15:32,394 - mmaction - INFO - Epoch [35][520/1743] lr: 1.000e-02, eta: 1 day, 10:32:22, time: 0.848, data_time: 0.357, memory: 3025, loss_cls: 2.4526, loss: 2.4526, grad_norm: 2.9597 2020-10-15 10:15:48,380 - mmaction - INFO - Epoch [35][540/1743] lr: 1.000e-02, eta: 1 day, 10:31:49, time: 0.791, data_time: 0.339, memory: 3025, loss_cls: 2.3958, loss: 2.3958, grad_norm: 2.9067 2020-10-15 10:16:05,486 - mmaction - INFO - Epoch [35][560/1743] lr: 1.000e-02, eta: 1 day, 10:31:19, time: 0.859, data_time: 0.365, memory: 3025, loss_cls: 2.4193, loss: 2.4193, grad_norm: 2.9295 2020-10-15 10:16:21,659 - mmaction - INFO - Epoch [35][580/1743] lr: 1.000e-02, eta: 1 day, 10:30:46, time: 0.807, data_time: 0.330, memory: 3025, loss_cls: 2.4672, loss: 2.4672, grad_norm: 3.0165 2020-10-15 10:16:37,693 - mmaction - INFO - Epoch [35][600/1743] lr: 1.000e-02, eta: 1 day, 10:30:14, time: 0.800, data_time: 0.318, memory: 3025, loss_cls: 2.4373, loss: 2.4373, grad_norm: 3.0407 2020-10-15 10:16:53,839 - mmaction - INFO - Epoch [35][620/1743] lr: 1.000e-02, eta: 1 day, 10:29:41, time: 0.808, data_time: 0.343, memory: 3025, loss_cls: 2.4262, loss: 2.4262, grad_norm: 2.9973 2020-10-15 10:17:10,287 - mmaction - INFO - Epoch [35][640/1743] lr: 1.000e-02, eta: 1 day, 10:29:10, time: 0.828, data_time: 0.353, memory: 3025, loss_cls: 2.4327, loss: 2.4327, grad_norm: 3.0456 2020-10-15 10:17:26,469 - mmaction - INFO - Epoch [35][660/1743] lr: 1.000e-02, eta: 1 day, 10:28:37, time: 0.805, data_time: 0.337, memory: 3025, loss_cls: 2.4581, loss: 2.4581, grad_norm: 3.0340 2020-10-15 10:17:42,901 - mmaction - INFO - Epoch [35][680/1743] lr: 1.000e-02, eta: 1 day, 10:28:06, time: 0.825, data_time: 0.335, memory: 3025, loss_cls: 2.4176, loss: 2.4176, grad_norm: 2.9790 2020-10-15 10:17:59,440 - mmaction - INFO - Epoch [35][700/1743] lr: 1.000e-02, eta: 1 day, 10:27:34, time: 0.829, data_time: 0.345, memory: 3025, loss_cls: 2.4156, loss: 2.4156, grad_norm: 2.9784 2020-10-15 10:18:15,825 - mmaction - INFO - Epoch [35][720/1743] lr: 1.000e-02, eta: 1 day, 10:27:02, time: 0.817, data_time: 0.331, memory: 3025, loss_cls: 2.4289, loss: 2.4289, grad_norm: 2.9161 2020-10-15 10:18:31,698 - mmaction - INFO - Epoch [35][740/1743] lr: 1.000e-02, eta: 1 day, 10:26:29, time: 0.792, data_time: 0.314, memory: 3025, loss_cls: 2.3971, loss: 2.3971, grad_norm: 2.9602 2020-10-15 10:18:47,852 - mmaction - INFO - Epoch [35][760/1743] lr: 1.000e-02, eta: 1 day, 10:25:57, time: 0.806, data_time: 0.350, memory: 3025, loss_cls: 2.4704, loss: 2.4704, grad_norm: 2.9743 2020-10-15 10:19:04,570 - mmaction - INFO - Epoch [35][780/1743] lr: 1.000e-02, eta: 1 day, 10:25:26, time: 0.839, data_time: 0.359, memory: 3025, loss_cls: 2.4415, loss: 2.4415, grad_norm: 2.9585 2020-10-15 10:19:20,983 - mmaction - INFO - Epoch [35][800/1743] lr: 1.000e-02, eta: 1 day, 10:24:54, time: 0.821, data_time: 0.339, memory: 3025, loss_cls: 2.4194, loss: 2.4194, grad_norm: 2.9869 2020-10-15 10:19:37,563 - mmaction - INFO - Epoch [35][820/1743] lr: 1.000e-02, eta: 1 day, 10:24:23, time: 0.823, data_time: 0.346, memory: 3025, loss_cls: 2.3891, loss: 2.3891, grad_norm: 2.9247 2020-10-15 10:19:53,146 - mmaction - INFO - Epoch [35][840/1743] lr: 1.000e-02, eta: 1 day, 10:23:49, time: 0.779, data_time: 0.345, memory: 3025, loss_cls: 2.4569, loss: 2.4569, grad_norm: 3.0346 2020-10-15 10:20:09,277 - mmaction - INFO - Epoch [35][860/1743] lr: 1.000e-02, eta: 1 day, 10:23:17, time: 0.813, data_time: 0.332, memory: 3025, loss_cls: 2.4051, loss: 2.4051, grad_norm: 3.0183 2020-10-15 10:20:25,778 - mmaction - INFO - Epoch [35][880/1743] lr: 1.000e-02, eta: 1 day, 10:22:46, time: 0.821, data_time: 0.355, memory: 3025, loss_cls: 2.4360, loss: 2.4360, grad_norm: 2.9810 2020-10-15 10:20:42,176 - mmaction - INFO - Epoch [35][900/1743] lr: 1.000e-02, eta: 1 day, 10:22:14, time: 0.822, data_time: 0.345, memory: 3025, loss_cls: 2.5062, loss: 2.5062, grad_norm: 3.0413 2020-10-15 10:20:58,089 - mmaction - INFO - Epoch [35][920/1743] lr: 1.000e-02, eta: 1 day, 10:21:42, time: 0.801, data_time: 0.342, memory: 3025, loss_cls: 2.4481, loss: 2.4481, grad_norm: 2.9470 2020-10-15 10:21:14,826 - mmaction - INFO - Epoch [35][940/1743] lr: 1.000e-02, eta: 1 day, 10:21:10, time: 0.833, data_time: 0.173, memory: 3025, loss_cls: 2.4812, loss: 2.4812, grad_norm: 3.0393 2020-10-15 10:21:31,347 - mmaction - INFO - Epoch [35][960/1743] lr: 1.000e-02, eta: 1 day, 10:20:39, time: 0.827, data_time: 0.005, memory: 3025, loss_cls: 2.4299, loss: 2.4299, grad_norm: 2.9560 2020-10-15 10:21:47,620 - mmaction - INFO - Epoch [35][980/1743] lr: 1.000e-02, eta: 1 day, 10:20:07, time: 0.812, data_time: 0.112, memory: 3025, loss_cls: 2.4640, loss: 2.4640, grad_norm: 2.9741 2020-10-15 10:22:04,399 - mmaction - INFO - Epoch [35][1000/1743] lr: 1.000e-02, eta: 1 day, 10:19:36, time: 0.837, data_time: 0.272, memory: 3025, loss_cls: 2.4322, loss: 2.4322, grad_norm: 2.9628 2020-10-15 10:22:21,211 - mmaction - INFO - Epoch [35][1020/1743] lr: 1.000e-02, eta: 1 day, 10:19:05, time: 0.836, data_time: 0.164, memory: 3025, loss_cls: 2.4485, loss: 2.4485, grad_norm: 3.0482 2020-10-15 10:22:38,101 - mmaction - INFO - Epoch [35][1040/1743] lr: 1.000e-02, eta: 1 day, 10:18:35, time: 0.852, data_time: 0.209, memory: 3025, loss_cls: 2.4493, loss: 2.4493, grad_norm: 2.9911 2020-10-15 10:22:54,720 - mmaction - INFO - Epoch [35][1060/1743] lr: 1.000e-02, eta: 1 day, 10:18:03, time: 0.829, data_time: 0.222, memory: 3025, loss_cls: 2.4575, loss: 2.4575, grad_norm: 3.0393 2020-10-15 10:23:11,892 - mmaction - INFO - Epoch [35][1080/1743] lr: 1.000e-02, eta: 1 day, 10:17:33, time: 0.863, data_time: 0.184, memory: 3025, loss_cls: 2.4701, loss: 2.4701, grad_norm: 3.0237 2020-10-15 10:23:28,038 - mmaction - INFO - Epoch [35][1100/1743] lr: 1.000e-02, eta: 1 day, 10:17:01, time: 0.804, data_time: 0.012, memory: 3025, loss_cls: 2.4675, loss: 2.4675, grad_norm: 2.9855 2020-10-15 10:23:44,863 - mmaction - INFO - Epoch [35][1120/1743] lr: 1.000e-02, eta: 1 day, 10:16:30, time: 0.843, data_time: 0.008, memory: 3025, loss_cls: 2.4436, loss: 2.4436, grad_norm: 2.9337 2020-10-15 10:24:00,559 - mmaction - INFO - Epoch [35][1140/1743] lr: 1.000e-02, eta: 1 day, 10:15:57, time: 0.780, data_time: 0.004, memory: 3025, loss_cls: 2.4623, loss: 2.4623, grad_norm: 2.9857 2020-10-15 10:24:16,580 - mmaction - INFO - Epoch [35][1160/1743] lr: 1.000e-02, eta: 1 day, 10:15:25, time: 0.802, data_time: 0.010, memory: 3025, loss_cls: 2.4588, loss: 2.4588, grad_norm: 2.9459 2020-10-15 10:24:32,628 - mmaction - INFO - Epoch [35][1180/1743] lr: 1.000e-02, eta: 1 day, 10:14:53, time: 0.801, data_time: 0.009, memory: 3025, loss_cls: 2.4362, loss: 2.4362, grad_norm: 2.9772 2020-10-15 10:24:48,719 - mmaction - INFO - Epoch [35][1200/1743] lr: 1.000e-02, eta: 1 day, 10:14:21, time: 0.808, data_time: 0.009, memory: 3025, loss_cls: 2.4659, loss: 2.4659, grad_norm: 3.0233 2020-10-15 10:25:04,626 - mmaction - INFO - Epoch [35][1220/1743] lr: 1.000e-02, eta: 1 day, 10:13:48, time: 0.794, data_time: 0.005, memory: 3025, loss_cls: 2.4496, loss: 2.4496, grad_norm: 2.9355 2020-10-15 10:25:21,367 - mmaction - INFO - Epoch [35][1240/1743] lr: 1.000e-02, eta: 1 day, 10:13:17, time: 0.838, data_time: 0.007, memory: 3025, loss_cls: 2.4672, loss: 2.4672, grad_norm: 2.9634 2020-10-15 10:25:37,352 - mmaction - INFO - Epoch [35][1260/1743] lr: 1.000e-02, eta: 1 day, 10:12:45, time: 0.795, data_time: 0.005, memory: 3025, loss_cls: 2.4149, loss: 2.4149, grad_norm: 2.9594 2020-10-15 10:25:53,698 - mmaction - INFO - Epoch [35][1280/1743] lr: 1.000e-02, eta: 1 day, 10:12:13, time: 0.817, data_time: 0.011, memory: 3025, loss_cls: 2.4465, loss: 2.4465, grad_norm: 2.9784 2020-10-15 10:26:10,064 - mmaction - INFO - Epoch [35][1300/1743] lr: 1.000e-02, eta: 1 day, 10:11:42, time: 0.817, data_time: 0.013, memory: 3025, loss_cls: 2.4796, loss: 2.4796, grad_norm: 2.9958 2020-10-15 10:26:26,377 - mmaction - INFO - Epoch [35][1320/1743] lr: 1.000e-02, eta: 1 day, 10:11:10, time: 0.823, data_time: 0.017, memory: 3025, loss_cls: 2.4318, loss: 2.4318, grad_norm: 2.9746 2020-10-15 10:26:42,566 - mmaction - INFO - Epoch [35][1340/1743] lr: 1.000e-02, eta: 1 day, 10:10:38, time: 0.812, data_time: 0.004, memory: 3025, loss_cls: 2.4936, loss: 2.4936, grad_norm: 3.0168 2020-10-15 10:26:59,160 - mmaction - INFO - Epoch [35][1360/1743] lr: 1.000e-02, eta: 1 day, 10:10:07, time: 0.826, data_time: 0.003, memory: 3025, loss_cls: 2.4473, loss: 2.4473, grad_norm: 2.9476 2020-10-15 10:27:14,939 - mmaction - INFO - Epoch [35][1380/1743] lr: 1.000e-02, eta: 1 day, 10:09:35, time: 0.789, data_time: 0.006, memory: 3025, loss_cls: 2.4435, loss: 2.4435, grad_norm: 2.9389 2020-10-15 10:27:31,086 - mmaction - INFO - Epoch [35][1400/1743] lr: 1.000e-02, eta: 1 day, 10:09:03, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.4469, loss: 2.4469, grad_norm: 2.9973 2020-10-15 10:27:47,524 - mmaction - INFO - Epoch [35][1420/1743] lr: 1.000e-02, eta: 1 day, 10:08:31, time: 0.818, data_time: 0.002, memory: 3025, loss_cls: 2.4675, loss: 2.4675, grad_norm: 2.9756 2020-10-15 10:28:03,957 - mmaction - INFO - Epoch [35][1440/1743] lr: 1.000e-02, eta: 1 day, 10:08:00, time: 0.821, data_time: 0.005, memory: 3025, loss_cls: 2.3807, loss: 2.3807, grad_norm: 2.9120 2020-10-15 10:28:19,946 - mmaction - INFO - Epoch [35][1460/1743] lr: 1.000e-02, eta: 1 day, 10:07:28, time: 0.800, data_time: 0.008, memory: 3025, loss_cls: 2.4187, loss: 2.4187, grad_norm: 2.9088 2020-10-15 10:28:35,761 - mmaction - INFO - Epoch [35][1480/1743] lr: 1.000e-02, eta: 1 day, 10:06:55, time: 0.794, data_time: 0.044, memory: 3025, loss_cls: 2.4619, loss: 2.4619, grad_norm: 2.9419 2020-10-15 10:28:53,002 - mmaction - INFO - Epoch [35][1500/1743] lr: 1.000e-02, eta: 1 day, 10:06:25, time: 0.861, data_time: 0.350, memory: 3025, loss_cls: 2.4672, loss: 2.4672, grad_norm: 2.9593 2020-10-15 10:29:10,602 - mmaction - INFO - Epoch [35][1520/1743] lr: 1.000e-02, eta: 1 day, 10:05:56, time: 0.880, data_time: 0.385, memory: 3025, loss_cls: 2.4338, loss: 2.4338, grad_norm: 3.0240 2020-10-15 10:29:26,908 - mmaction - INFO - Epoch [35][1540/1743] lr: 1.000e-02, eta: 1 day, 10:05:25, time: 0.810, data_time: 0.336, memory: 3025, loss_cls: 2.4532, loss: 2.4532, grad_norm: 2.9983 2020-10-15 10:29:43,472 - mmaction - INFO - Epoch [35][1560/1743] lr: 1.000e-02, eta: 1 day, 10:04:54, time: 0.831, data_time: 0.347, memory: 3025, loss_cls: 2.4555, loss: 2.4555, grad_norm: 3.0481 2020-10-15 10:30:00,474 - mmaction - INFO - Epoch [35][1580/1743] lr: 1.000e-02, eta: 1 day, 10:04:23, time: 0.851, data_time: 0.274, memory: 3025, loss_cls: 2.4466, loss: 2.4466, grad_norm: 2.9578 2020-10-15 10:30:17,074 - mmaction - INFO - Epoch [35][1600/1743] lr: 1.000e-02, eta: 1 day, 10:03:52, time: 0.831, data_time: 0.029, memory: 3025, loss_cls: 2.4364, loss: 2.4364, grad_norm: 2.9522 2020-10-15 10:30:32,862 - mmaction - INFO - Epoch [35][1620/1743] lr: 1.000e-02, eta: 1 day, 10:03:20, time: 0.791, data_time: 0.008, memory: 3025, loss_cls: 2.4482, loss: 2.4482, grad_norm: 3.0463 2020-10-15 10:30:48,996 - mmaction - INFO - Epoch [35][1640/1743] lr: 1.000e-02, eta: 1 day, 10:02:48, time: 0.806, data_time: 0.002, memory: 3025, loss_cls: 2.4728, loss: 2.4728, grad_norm: 3.0953 2020-10-15 10:31:05,431 - mmaction - INFO - Epoch [35][1660/1743] lr: 1.000e-02, eta: 1 day, 10:02:17, time: 0.821, data_time: 0.003, memory: 3025, loss_cls: 2.4369, loss: 2.4369, grad_norm: 2.9567 2020-10-15 10:31:21,436 - mmaction - INFO - Epoch [35][1680/1743] lr: 1.000e-02, eta: 1 day, 10:01:45, time: 0.793, data_time: 0.005, memory: 3025, loss_cls: 2.4494, loss: 2.4494, grad_norm: 3.0102 2020-10-15 10:31:37,903 - mmaction - INFO - Epoch [35][1700/1743] lr: 1.000e-02, eta: 1 day, 10:01:14, time: 0.830, data_time: 0.011, memory: 3025, loss_cls: 2.4603, loss: 2.4603, grad_norm: 2.9292 2020-10-15 10:31:54,638 - mmaction - INFO - Epoch [35][1720/1743] lr: 1.000e-02, eta: 1 day, 10:00:43, time: 0.835, data_time: 0.049, memory: 3025, loss_cls: 2.4744, loss: 2.4744, grad_norm: 3.0271 2020-10-15 10:32:11,083 - mmaction - INFO - Epoch [35][1740/1743] lr: 1.000e-02, eta: 1 day, 10:00:12, time: 0.822, data_time: 0.073, memory: 3025, loss_cls: 2.4464, loss: 2.4464, grad_norm: 2.9590 2020-10-15 10:32:15,228 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-10-15 10:34:06,611 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-15 10:34:12,133 - mmaction - INFO - mean_average_precision 0.6778 2020-10-15 10:34:12,182 - mmaction - INFO - Epoch(val) [35][1743] mean_average_precision: 0.6778 2020-10-15 10:34:38,198 - mmaction - INFO - Epoch [36][20/1743] lr: 1.000e-02, eta: 1 day, 9:59:49, time: 1.299, data_time: 0.881, memory: 3025, loss_cls: 2.3851, loss: 2.3851, grad_norm: 2.9424 2020-10-15 10:34:54,931 - mmaction - INFO - Epoch [36][40/1743] lr: 1.000e-02, eta: 1 day, 9:59:18, time: 0.832, data_time: 0.367, memory: 3025, loss_cls: 2.4361, loss: 2.4361, grad_norm: 2.9561 2020-10-15 10:35:10,991 - mmaction - INFO - Epoch [36][60/1743] lr: 1.000e-02, eta: 1 day, 9:58:46, time: 0.808, data_time: 0.361, memory: 3025, loss_cls: 2.4247, loss: 2.4247, grad_norm: 2.9594 2020-10-15 10:35:28,212 - mmaction - INFO - Epoch [36][80/1743] lr: 1.000e-02, eta: 1 day, 9:58:17, time: 0.859, data_time: 0.230, memory: 3025, loss_cls: 2.4302, loss: 2.4302, grad_norm: 2.9760 2020-10-15 10:35:44,794 - mmaction - INFO - Epoch [36][100/1743] lr: 1.000e-02, eta: 1 day, 9:57:45, time: 0.822, data_time: 0.027, memory: 3025, loss_cls: 2.3992, loss: 2.3992, grad_norm: 2.9437 2020-10-15 10:36:00,458 - mmaction - INFO - Epoch [36][120/1743] lr: 1.000e-02, eta: 1 day, 9:57:13, time: 0.792, data_time: 0.029, memory: 3025, loss_cls: 2.4403, loss: 2.4403, grad_norm: 2.9644 2020-10-15 10:36:16,673 - mmaction - INFO - Epoch [36][140/1743] lr: 1.000e-02, eta: 1 day, 9:56:41, time: 0.806, data_time: 0.006, memory: 3025, loss_cls: 2.4819, loss: 2.4819, grad_norm: 2.9906 2020-10-15 10:36:33,364 - mmaction - INFO - Epoch [36][160/1743] lr: 1.000e-02, eta: 1 day, 9:56:11, time: 0.835, data_time: 0.112, memory: 3025, loss_cls: 2.4176, loss: 2.4176, grad_norm: 2.9438 2020-10-15 10:36:49,572 - mmaction - INFO - Epoch [36][180/1743] lr: 1.000e-02, eta: 1 day, 9:55:39, time: 0.811, data_time: 0.328, memory: 3025, loss_cls: 2.4037, loss: 2.4037, grad_norm: 2.9481 2020-10-15 10:37:05,944 - mmaction - INFO - Epoch [36][200/1743] lr: 1.000e-02, eta: 1 day, 9:55:08, time: 0.811, data_time: 0.365, memory: 3025, loss_cls: 2.4671, loss: 2.4671, grad_norm: 3.0344 2020-10-15 10:37:22,408 - mmaction - INFO - Epoch [36][220/1743] lr: 1.000e-02, eta: 1 day, 9:54:37, time: 0.831, data_time: 0.351, memory: 3025, loss_cls: 2.4030, loss: 2.4030, grad_norm: 2.9480 2020-10-15 10:37:38,791 - mmaction - INFO - Epoch [36][240/1743] lr: 1.000e-02, eta: 1 day, 9:54:06, time: 0.820, data_time: 0.196, memory: 3025, loss_cls: 2.4159, loss: 2.4159, grad_norm: 2.9590 2020-10-15 10:37:55,039 - mmaction - INFO - Epoch [36][260/1743] lr: 1.000e-02, eta: 1 day, 9:53:34, time: 0.814, data_time: 0.154, memory: 3025, loss_cls: 2.4221, loss: 2.4221, grad_norm: 2.9726 2020-10-15 10:38:11,504 - mmaction - INFO - Epoch [36][280/1743] lr: 1.000e-02, eta: 1 day, 9:53:03, time: 0.817, data_time: 0.169, memory: 3025, loss_cls: 2.4797, loss: 2.4797, grad_norm: 3.0071 2020-10-15 10:38:28,348 - mmaction - INFO - Epoch [36][300/1743] lr: 1.000e-02, eta: 1 day, 9:52:33, time: 0.846, data_time: 0.031, memory: 3025, loss_cls: 2.4618, loss: 2.4618, grad_norm: 2.9632 2020-10-15 10:38:44,962 - mmaction - INFO - Epoch [36][320/1743] lr: 1.000e-02, eta: 1 day, 9:52:02, time: 0.830, data_time: 0.005, memory: 3025, loss_cls: 2.4228, loss: 2.4228, grad_norm: 2.9599 2020-10-15 10:39:00,104 - mmaction - INFO - Epoch [36][340/1743] lr: 1.000e-02, eta: 1 day, 9:51:29, time: 0.760, data_time: 0.009, memory: 3025, loss_cls: 2.4326, loss: 2.4326, grad_norm: 2.9545 2020-10-15 10:39:16,179 - mmaction - INFO - Epoch [36][360/1743] lr: 1.000e-02, eta: 1 day, 9:50:57, time: 0.796, data_time: 0.001, memory: 3025, loss_cls: 2.4631, loss: 2.4631, grad_norm: 2.9840 2020-10-15 10:39:32,641 - mmaction - INFO - Epoch [36][380/1743] lr: 1.000e-02, eta: 1 day, 9:50:26, time: 0.823, data_time: 0.012, memory: 3025, loss_cls: 2.4177, loss: 2.4177, grad_norm: 2.9433 2020-10-15 10:39:49,087 - mmaction - INFO - Epoch [36][400/1743] lr: 1.000e-02, eta: 1 day, 9:49:55, time: 0.831, data_time: 0.011, memory: 3025, loss_cls: 2.4673, loss: 2.4673, grad_norm: 3.0161 2020-10-15 10:40:06,095 - mmaction - INFO - Epoch [36][420/1743] lr: 1.000e-02, eta: 1 day, 9:49:25, time: 0.848, data_time: 0.048, memory: 3025, loss_cls: 2.4265, loss: 2.4265, grad_norm: 2.9421 2020-10-15 10:40:22,936 - mmaction - INFO - Epoch [36][440/1743] lr: 1.000e-02, eta: 1 day, 9:48:55, time: 0.842, data_time: 0.005, memory: 3025, loss_cls: 2.4488, loss: 2.4488, grad_norm: 2.9693 2020-10-15 10:40:39,544 - mmaction - INFO - Epoch [36][460/1743] lr: 1.000e-02, eta: 1 day, 9:48:24, time: 0.826, data_time: 0.004, memory: 3025, loss_cls: 2.4367, loss: 2.4367, grad_norm: 2.9371 2020-10-15 10:40:56,489 - mmaction - INFO - Epoch [36][480/1743] lr: 1.000e-02, eta: 1 day, 9:47:54, time: 0.851, data_time: 0.086, memory: 3025, loss_cls: 2.4536, loss: 2.4536, grad_norm: 3.0217 2020-10-15 10:41:13,144 - mmaction - INFO - Epoch [36][500/1743] lr: 1.000e-02, eta: 1 day, 9:47:23, time: 0.833, data_time: 0.024, memory: 3025, loss_cls: 2.4539, loss: 2.4539, grad_norm: 3.0256 2020-10-15 10:41:29,767 - mmaction - INFO - Epoch [36][520/1743] lr: 1.000e-02, eta: 1 day, 9:46:53, time: 0.832, data_time: 0.075, memory: 3025, loss_cls: 2.4362, loss: 2.4362, grad_norm: 2.9678 2020-10-15 10:41:46,699 - mmaction - INFO - Epoch [36][540/1743] lr: 1.000e-02, eta: 1 day, 9:46:23, time: 0.843, data_time: 0.002, memory: 3025, loss_cls: 2.4445, loss: 2.4445, grad_norm: 2.9666 2020-10-15 10:42:03,582 - mmaction - INFO - Epoch [36][560/1743] lr: 1.000e-02, eta: 1 day, 9:45:53, time: 0.848, data_time: 0.015, memory: 3025, loss_cls: 2.4504, loss: 2.4504, grad_norm: 2.9676 2020-10-15 10:42:20,383 - mmaction - INFO - Epoch [36][580/1743] lr: 1.000e-02, eta: 1 day, 9:45:22, time: 0.839, data_time: 0.002, memory: 3025, loss_cls: 2.4208, loss: 2.4208, grad_norm: 3.0298 2020-10-15 10:42:36,416 - mmaction - INFO - Epoch [36][600/1743] lr: 1.000e-02, eta: 1 day, 9:44:51, time: 0.803, data_time: 0.008, memory: 3025, loss_cls: 2.4333, loss: 2.4333, grad_norm: 2.9625 2020-10-15 10:42:52,098 - mmaction - INFO - Epoch [36][620/1743] lr: 1.000e-02, eta: 1 day, 9:44:18, time: 0.780, data_time: 0.002, memory: 3025, loss_cls: 2.3997, loss: 2.3997, grad_norm: 2.9412 2020-10-15 10:43:08,770 - mmaction - INFO - Epoch [36][640/1743] lr: 1.000e-02, eta: 1 day, 9:43:48, time: 0.836, data_time: 0.006, memory: 3025, loss_cls: 2.4264, loss: 2.4264, grad_norm: 3.0135 2020-10-15 10:43:25,459 - mmaction - INFO - Epoch [36][660/1743] lr: 1.000e-02, eta: 1 day, 9:43:17, time: 0.836, data_time: 0.004, memory: 3025, loss_cls: 2.4404, loss: 2.4404, grad_norm: 2.9825 2020-10-15 10:43:41,830 - mmaction - INFO - Epoch [36][680/1743] lr: 1.000e-02, eta: 1 day, 9:42:46, time: 0.819, data_time: 0.003, memory: 3025, loss_cls: 2.4738, loss: 2.4738, grad_norm: 3.0821 2020-10-15 10:43:58,282 - mmaction - INFO - Epoch [36][700/1743] lr: 1.000e-02, eta: 1 day, 9:42:15, time: 0.817, data_time: 0.006, memory: 3025, loss_cls: 2.4675, loss: 2.4675, grad_norm: 3.0219 2020-10-15 10:44:14,112 - mmaction - INFO - Epoch [36][720/1743] lr: 1.000e-02, eta: 1 day, 9:41:43, time: 0.788, data_time: 0.013, memory: 3025, loss_cls: 2.4699, loss: 2.4699, grad_norm: 2.9701 2020-10-15 10:44:30,655 - mmaction - INFO - Epoch [36][740/1743] lr: 1.000e-02, eta: 1 day, 9:41:13, time: 0.837, data_time: 0.013, memory: 3025, loss_cls: 2.4324, loss: 2.4324, grad_norm: 2.9792 2020-10-15 10:44:46,603 - mmaction - INFO - Epoch [36][760/1743] lr: 1.000e-02, eta: 1 day, 9:40:41, time: 0.790, data_time: 0.001, memory: 3025, loss_cls: 2.4452, loss: 2.4452, grad_norm: 2.9453 2020-10-15 10:45:02,940 - mmaction - INFO - Epoch [36][780/1743] lr: 1.000e-02, eta: 1 day, 9:40:10, time: 0.816, data_time: 0.008, memory: 3025, loss_cls: 2.4640, loss: 2.4640, grad_norm: 3.0105 2020-10-15 10:45:19,000 - mmaction - INFO - Epoch [36][800/1743] lr: 1.000e-02, eta: 1 day, 9:39:39, time: 0.811, data_time: 0.012, memory: 3025, loss_cls: 2.4407, loss: 2.4407, grad_norm: 2.9867 2020-10-15 10:45:35,497 - mmaction - INFO - Epoch [36][820/1743] lr: 1.000e-02, eta: 1 day, 9:39:08, time: 0.820, data_time: 0.004, memory: 3025, loss_cls: 2.4491, loss: 2.4491, grad_norm: 2.9797 2020-10-15 10:45:50,883 - mmaction - INFO - Epoch [36][840/1743] lr: 1.000e-02, eta: 1 day, 9:38:35, time: 0.768, data_time: 0.007, memory: 3025, loss_cls: 2.4120, loss: 2.4120, grad_norm: 2.9249 2020-10-15 10:46:07,684 - mmaction - INFO - Epoch [36][860/1743] lr: 1.000e-02, eta: 1 day, 9:38:05, time: 0.847, data_time: 0.010, memory: 3025, loss_cls: 2.4129, loss: 2.4129, grad_norm: 2.9959 2020-10-15 10:46:23,520 - mmaction - INFO - Epoch [36][880/1743] lr: 1.000e-02, eta: 1 day, 9:37:33, time: 0.788, data_time: 0.002, memory: 3025, loss_cls: 2.4147, loss: 2.4147, grad_norm: 2.9277 2020-10-15 10:46:39,504 - mmaction - INFO - Epoch [36][900/1743] lr: 1.000e-02, eta: 1 day, 9:37:01, time: 0.797, data_time: 0.006, memory: 3025, loss_cls: 2.4457, loss: 2.4457, grad_norm: 2.9889 2020-10-15 10:46:55,648 - mmaction - INFO - Epoch [36][920/1743] lr: 1.000e-02, eta: 1 day, 9:36:30, time: 0.808, data_time: 0.008, memory: 3025, loss_cls: 2.4335, loss: 2.4335, grad_norm: 2.9822 2020-10-15 10:47:11,313 - mmaction - INFO - Epoch [36][940/1743] lr: 1.000e-02, eta: 1 day, 9:35:58, time: 0.786, data_time: 0.008, memory: 3025, loss_cls: 2.4982, loss: 2.4982, grad_norm: 3.0703 2020-10-15 10:47:27,322 - mmaction - INFO - Epoch [36][960/1743] lr: 1.000e-02, eta: 1 day, 9:35:26, time: 0.797, data_time: 0.007, memory: 3025, loss_cls: 2.4625, loss: 2.4625, grad_norm: 2.9848 2020-10-15 10:47:43,144 - mmaction - INFO - Epoch [36][980/1743] lr: 1.000e-02, eta: 1 day, 9:34:54, time: 0.791, data_time: 0.007, memory: 3025, loss_cls: 2.4586, loss: 2.4586, grad_norm: 3.0323 2020-10-15 10:47:58,596 - mmaction - INFO - Epoch [36][1000/1743] lr: 1.000e-02, eta: 1 day, 9:34:22, time: 0.772, data_time: 0.010, memory: 3025, loss_cls: 2.4710, loss: 2.4710, grad_norm: 3.0041 2020-10-15 10:48:15,155 - mmaction - INFO - Epoch [36][1020/1743] lr: 1.000e-02, eta: 1 day, 9:33:51, time: 0.831, data_time: 0.011, memory: 3025, loss_cls: 2.4109, loss: 2.4109, grad_norm: 2.9758 2020-10-15 10:48:32,004 - mmaction - INFO - Epoch [36][1040/1743] lr: 1.000e-02, eta: 1 day, 9:33:21, time: 0.843, data_time: 0.007, memory: 3025, loss_cls: 2.5186, loss: 2.5186, grad_norm: 3.1285 2020-10-15 10:48:48,508 - mmaction - INFO - Epoch [36][1060/1743] lr: 1.000e-02, eta: 1 day, 9:32:51, time: 0.826, data_time: 0.007, memory: 3025, loss_cls: 2.4334, loss: 2.4334, grad_norm: 2.9920 2020-10-15 10:49:04,635 - mmaction - INFO - Epoch [36][1080/1743] lr: 1.000e-02, eta: 1 day, 9:32:20, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.4310, loss: 2.4310, grad_norm: 2.9548 2020-10-15 10:49:20,694 - mmaction - INFO - Epoch [36][1100/1743] lr: 1.000e-02, eta: 1 day, 9:31:48, time: 0.802, data_time: 0.002, memory: 3025, loss_cls: 2.4148, loss: 2.4148, grad_norm: 2.9446 2020-10-15 10:49:37,506 - mmaction - INFO - Epoch [36][1120/1743] lr: 1.000e-02, eta: 1 day, 9:31:18, time: 0.841, data_time: 0.003, memory: 3025, loss_cls: 2.4600, loss: 2.4600, grad_norm: 2.9942 2020-10-15 10:49:54,056 - mmaction - INFO - Epoch [36][1140/1743] lr: 1.000e-02, eta: 1 day, 9:30:48, time: 0.826, data_time: 0.001, memory: 3025, loss_cls: 2.4416, loss: 2.4416, grad_norm: 2.9637 2020-10-15 10:50:10,249 - mmaction - INFO - Epoch [36][1160/1743] lr: 1.000e-02, eta: 1 day, 9:30:16, time: 0.801, data_time: 0.002, memory: 3025, loss_cls: 2.4419, loss: 2.4419, grad_norm: 2.9948 2020-10-15 10:50:26,625 - mmaction - INFO - Epoch [36][1180/1743] lr: 1.000e-02, eta: 1 day, 9:29:46, time: 0.828, data_time: 0.012, memory: 3025, loss_cls: 2.4266, loss: 2.4266, grad_norm: 2.9715 2020-10-15 10:50:42,633 - mmaction - INFO - Epoch [36][1200/1743] lr: 1.000e-02, eta: 1 day, 9:29:14, time: 0.797, data_time: 0.003, memory: 3025, loss_cls: 2.4445, loss: 2.4445, grad_norm: 2.9895 2020-10-15 10:50:59,287 - mmaction - INFO - Epoch [36][1220/1743] lr: 1.000e-02, eta: 1 day, 9:28:44, time: 0.835, data_time: 0.006, memory: 3025, loss_cls: 2.4604, loss: 2.4604, grad_norm: 3.0570 2020-10-15 10:51:15,226 - mmaction - INFO - Epoch [36][1240/1743] lr: 1.000e-02, eta: 1 day, 9:28:12, time: 0.791, data_time: 0.003, memory: 3025, loss_cls: 2.4522, loss: 2.4522, grad_norm: 3.0468 2020-10-15 10:51:31,193 - mmaction - INFO - Epoch [36][1260/1743] lr: 1.000e-02, eta: 1 day, 9:27:41, time: 0.802, data_time: 0.009, memory: 3025, loss_cls: 2.4278, loss: 2.4278, grad_norm: 2.9807 2020-10-15 10:51:47,210 - mmaction - INFO - Epoch [36][1280/1743] lr: 1.000e-02, eta: 1 day, 9:27:09, time: 0.799, data_time: 0.005, memory: 3025, loss_cls: 2.4235, loss: 2.4235, grad_norm: 3.0393 2020-10-15 10:52:03,241 - mmaction - INFO - Epoch [36][1300/1743] lr: 1.000e-02, eta: 1 day, 9:26:38, time: 0.801, data_time: 0.008, memory: 3025, loss_cls: 2.4315, loss: 2.4315, grad_norm: 2.9772 2020-10-15 10:52:19,588 - mmaction - INFO - Epoch [36][1320/1743] lr: 1.000e-02, eta: 1 day, 9:26:08, time: 0.824, data_time: 0.010, memory: 3025, loss_cls: 2.4374, loss: 2.4374, grad_norm: 3.0320 2020-10-15 10:52:35,559 - mmaction - INFO - Epoch [36][1340/1743] lr: 1.000e-02, eta: 1 day, 9:25:36, time: 0.791, data_time: 0.002, memory: 3025, loss_cls: 2.4341, loss: 2.4341, grad_norm: 3.0084 2020-10-15 10:52:51,650 - mmaction - INFO - Epoch [36][1360/1743] lr: 1.000e-02, eta: 1 day, 9:25:05, time: 0.805, data_time: 0.011, memory: 3025, loss_cls: 2.4602, loss: 2.4602, grad_norm: 2.9630 2020-10-15 10:53:07,960 - mmaction - INFO - Epoch [36][1380/1743] lr: 1.000e-02, eta: 1 day, 9:24:34, time: 0.823, data_time: 0.010, memory: 3025, loss_cls: 2.4605, loss: 2.4605, grad_norm: 2.9413 2020-10-15 10:53:23,906 - mmaction - INFO - Epoch [36][1400/1743] lr: 1.000e-02, eta: 1 day, 9:24:02, time: 0.789, data_time: 0.003, memory: 3025, loss_cls: 2.4125, loss: 2.4125, grad_norm: 3.0127 2020-10-15 10:53:40,411 - mmaction - INFO - Epoch [36][1420/1743] lr: 1.000e-02, eta: 1 day, 9:23:32, time: 0.830, data_time: 0.011, memory: 3025, loss_cls: 2.4551, loss: 2.4551, grad_norm: 3.0178 2020-10-15 10:53:54,863 - mmaction - INFO - Epoch [36][1440/1743] lr: 1.000e-02, eta: 1 day, 9:22:58, time: 0.726, data_time: 0.006, memory: 3025, loss_cls: 2.4407, loss: 2.4407, grad_norm: 2.9591 2020-10-15 10:54:10,718 - mmaction - INFO - Epoch [36][1460/1743] lr: 1.000e-02, eta: 1 day, 9:22:26, time: 0.789, data_time: 0.003, memory: 3025, loss_cls: 2.4714, loss: 2.4714, grad_norm: 3.0410 2020-10-15 10:54:26,909 - mmaction - INFO - Epoch [36][1480/1743] lr: 1.000e-02, eta: 1 day, 9:21:56, time: 0.812, data_time: 0.008, memory: 3025, loss_cls: 2.4254, loss: 2.4254, grad_norm: 2.9988 2020-10-15 10:54:42,638 - mmaction - INFO - Epoch [36][1500/1743] lr: 1.000e-02, eta: 1 day, 9:21:24, time: 0.786, data_time: 0.006, memory: 3025, loss_cls: 2.4481, loss: 2.4481, grad_norm: 2.9641 2020-10-15 10:54:58,816 - mmaction - INFO - Epoch [36][1520/1743] lr: 1.000e-02, eta: 1 day, 9:20:53, time: 0.806, data_time: 0.007, memory: 3025, loss_cls: 2.4402, loss: 2.4402, grad_norm: 2.9702 2020-10-15 10:55:15,143 - mmaction - INFO - Epoch [36][1540/1743] lr: 1.000e-02, eta: 1 day, 9:20:22, time: 0.815, data_time: 0.008, memory: 3025, loss_cls: 2.4215, loss: 2.4215, grad_norm: 3.0049 2020-10-15 10:55:31,176 - mmaction - INFO - Epoch [36][1560/1743] lr: 1.000e-02, eta: 1 day, 9:19:51, time: 0.807, data_time: 0.014, memory: 3025, loss_cls: 2.4365, loss: 2.4365, grad_norm: 2.9612 2020-10-15 10:55:47,466 - mmaction - INFO - Epoch [36][1580/1743] lr: 1.000e-02, eta: 1 day, 9:19:20, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.4262, loss: 2.4262, grad_norm: 3.0397 2020-10-15 10:56:03,516 - mmaction - INFO - Epoch [36][1600/1743] lr: 1.000e-02, eta: 1 day, 9:18:49, time: 0.800, data_time: 0.004, memory: 3025, loss_cls: 2.4377, loss: 2.4377, grad_norm: 3.1628 2020-10-15 10:56:19,577 - mmaction - INFO - Epoch [36][1620/1743] lr: 1.000e-02, eta: 1 day, 9:18:18, time: 0.808, data_time: 0.009, memory: 3025, loss_cls: 2.4502, loss: 2.4502, grad_norm: 3.0384 2020-10-15 10:56:36,468 - mmaction - INFO - Epoch [36][1640/1743] lr: 1.000e-02, eta: 1 day, 9:17:48, time: 0.843, data_time: 0.005, memory: 3025, loss_cls: 2.4594, loss: 2.4594, grad_norm: 2.9725 2020-10-15 10:56:52,675 - mmaction - INFO - Epoch [36][1660/1743] lr: 1.000e-02, eta: 1 day, 9:17:17, time: 0.810, data_time: 0.002, memory: 3025, loss_cls: 2.4725, loss: 2.4725, grad_norm: 3.0526 2020-10-15 10:57:09,041 - mmaction - INFO - Epoch [36][1680/1743] lr: 1.000e-02, eta: 1 day, 9:16:47, time: 0.815, data_time: 0.004, memory: 3025, loss_cls: 2.4777, loss: 2.4777, grad_norm: 2.9970 2020-10-15 10:57:25,470 - mmaction - INFO - Epoch [36][1700/1743] lr: 1.000e-02, eta: 1 day, 9:16:16, time: 0.821, data_time: 0.009, memory: 3025, loss_cls: 2.4040, loss: 2.4040, grad_norm: 2.9099 2020-10-15 10:57:41,470 - mmaction - INFO - Epoch [36][1720/1743] lr: 1.000e-02, eta: 1 day, 9:15:45, time: 0.799, data_time: 0.008, memory: 3025, loss_cls: 2.4161, loss: 2.4161, grad_norm: 2.9648 2020-10-15 10:57:57,914 - mmaction - INFO - Epoch [36][1740/1743] lr: 1.000e-02, eta: 1 day, 9:15:15, time: 0.826, data_time: 0.010, memory: 3025, loss_cls: 2.4561, loss: 2.4561, grad_norm: 2.9923 2020-10-15 10:58:43,732 - mmaction - INFO - Epoch [37][20/1743] lr: 1.000e-02, eta: 1 day, 9:15:19, time: 2.061, data_time: 1.261, memory: 3025, loss_cls: 2.4567, loss: 2.4567, grad_norm: 3.0040 2020-10-15 10:59:01,310 - mmaction - INFO - Epoch [37][40/1743] lr: 1.000e-02, eta: 1 day, 9:14:51, time: 0.881, data_time: 0.008, memory: 3025, loss_cls: 2.4312, loss: 2.4312, grad_norm: 2.9934 2020-10-15 10:59:18,502 - mmaction - INFO - Epoch [37][60/1743] lr: 1.000e-02, eta: 1 day, 9:14:22, time: 0.860, data_time: 0.006, memory: 3025, loss_cls: 2.3816, loss: 2.3816, grad_norm: 2.9022 2020-10-15 10:59:35,447 - mmaction - INFO - Epoch [37][80/1743] lr: 1.000e-02, eta: 1 day, 9:13:52, time: 0.844, data_time: 0.006, memory: 3025, loss_cls: 2.4630, loss: 2.4630, grad_norm: 3.0449 2020-10-15 10:59:52,181 - mmaction - INFO - Epoch [37][100/1743] lr: 1.000e-02, eta: 1 day, 9:13:23, time: 0.839, data_time: 0.013, memory: 3025, loss_cls: 2.4284, loss: 2.4284, grad_norm: 2.9947 2020-10-15 11:00:08,354 - mmaction - INFO - Epoch [37][120/1743] lr: 1.000e-02, eta: 1 day, 9:12:52, time: 0.807, data_time: 0.010, memory: 3025, loss_cls: 2.4503, loss: 2.4503, grad_norm: 3.0517 2020-10-15 11:00:24,722 - mmaction - INFO - Epoch [37][140/1743] lr: 1.000e-02, eta: 1 day, 9:12:22, time: 0.825, data_time: 0.009, memory: 3025, loss_cls: 2.4621, loss: 2.4621, grad_norm: 3.0066 2020-10-15 11:00:41,137 - mmaction - INFO - Epoch [37][160/1743] lr: 1.000e-02, eta: 1 day, 9:11:51, time: 0.814, data_time: 0.001, memory: 3025, loss_cls: 2.4317, loss: 2.4317, grad_norm: 2.9694 2020-10-15 11:00:57,491 - mmaction - INFO - Epoch [37][180/1743] lr: 1.000e-02, eta: 1 day, 9:11:20, time: 0.819, data_time: 0.010, memory: 3025, loss_cls: 2.4478, loss: 2.4478, grad_norm: 2.9855 2020-10-15 11:01:13,666 - mmaction - INFO - Epoch [37][200/1743] lr: 1.000e-02, eta: 1 day, 9:10:50, time: 0.808, data_time: 0.007, memory: 3025, loss_cls: 2.4072, loss: 2.4072, grad_norm: 3.0003 2020-10-15 11:01:30,062 - mmaction - INFO - Epoch [37][220/1743] lr: 1.000e-02, eta: 1 day, 9:10:19, time: 0.826, data_time: 0.011, memory: 3025, loss_cls: 2.4370, loss: 2.4370, grad_norm: 2.9251 2020-10-15 11:01:45,260 - mmaction - INFO - Epoch [37][240/1743] lr: 1.000e-02, eta: 1 day, 9:09:47, time: 0.761, data_time: 0.002, memory: 3025, loss_cls: 2.4765, loss: 2.4765, grad_norm: 2.9971 2020-10-15 11:02:01,673 - mmaction - INFO - Epoch [37][260/1743] lr: 1.000e-02, eta: 1 day, 9:09:17, time: 0.820, data_time: 0.002, memory: 3025, loss_cls: 2.3840, loss: 2.3840, grad_norm: 2.9268 2020-10-15 11:02:18,329 - mmaction - INFO - Epoch [37][280/1743] lr: 1.000e-02, eta: 1 day, 9:08:47, time: 0.828, data_time: 0.001, memory: 3025, loss_cls: 2.4279, loss: 2.4279, grad_norm: 3.0085 2020-10-15 11:02:34,463 - mmaction - INFO - Epoch [37][300/1743] lr: 1.000e-02, eta: 1 day, 9:08:16, time: 0.807, data_time: 0.007, memory: 3025, loss_cls: 2.4194, loss: 2.4194, grad_norm: 2.9789 2020-10-15 11:02:50,164 - mmaction - INFO - Epoch [37][320/1743] lr: 1.000e-02, eta: 1 day, 9:07:44, time: 0.788, data_time: 0.006, memory: 3025, loss_cls: 2.4207, loss: 2.4207, grad_norm: 2.9416 2020-10-15 11:03:06,616 - mmaction - INFO - Epoch [37][340/1743] lr: 1.000e-02, eta: 1 day, 9:07:14, time: 0.819, data_time: 0.006, memory: 3025, loss_cls: 2.4419, loss: 2.4419, grad_norm: 3.0160 2020-10-15 11:03:22,822 - mmaction - INFO - Epoch [37][360/1743] lr: 1.000e-02, eta: 1 day, 9:06:43, time: 0.815, data_time: 0.008, memory: 3025, loss_cls: 2.4455, loss: 2.4455, grad_norm: 3.0342 2020-10-15 11:03:39,046 - mmaction - INFO - Epoch [37][380/1743] lr: 1.000e-02, eta: 1 day, 9:06:13, time: 0.809, data_time: 0.002, memory: 3025, loss_cls: 2.3918, loss: 2.3918, grad_norm: 2.9493 2020-10-15 11:03:55,701 - mmaction - INFO - Epoch [37][400/1743] lr: 1.000e-02, eta: 1 day, 9:05:43, time: 0.828, data_time: 0.006, memory: 3025, loss_cls: 2.3937, loss: 2.3937, grad_norm: 2.9902 2020-10-15 11:04:11,634 - mmaction - INFO - Epoch [37][420/1743] lr: 1.000e-02, eta: 1 day, 9:05:11, time: 0.793, data_time: 0.010, memory: 3025, loss_cls: 2.4267, loss: 2.4267, grad_norm: 3.0042 2020-10-15 11:04:27,798 - mmaction - INFO - Epoch [37][440/1743] lr: 1.000e-02, eta: 1 day, 9:04:41, time: 0.814, data_time: 0.012, memory: 3025, loss_cls: 2.4245, loss: 2.4245, grad_norm: 2.9884 2020-10-15 11:04:43,894 - mmaction - INFO - Epoch [37][460/1743] lr: 1.000e-02, eta: 1 day, 9:04:10, time: 0.805, data_time: 0.005, memory: 3025, loss_cls: 2.4092, loss: 2.4092, grad_norm: 2.9096 2020-10-15 11:05:00,683 - mmaction - INFO - Epoch [37][480/1743] lr: 1.000e-02, eta: 1 day, 9:03:41, time: 0.842, data_time: 0.008, memory: 3025, loss_cls: 2.4493, loss: 2.4493, grad_norm: 3.0363 2020-10-15 11:05:17,302 - mmaction - INFO - Epoch [37][500/1743] lr: 1.000e-02, eta: 1 day, 9:03:11, time: 0.827, data_time: 0.002, memory: 3025, loss_cls: 2.4246, loss: 2.4246, grad_norm: 2.9653 2020-10-15 11:05:33,667 - mmaction - INFO - Epoch [37][520/1743] lr: 1.000e-02, eta: 1 day, 9:02:40, time: 0.821, data_time: 0.006, memory: 3025, loss_cls: 2.4407, loss: 2.4407, grad_norm: 3.0176 2020-10-15 11:05:49,932 - mmaction - INFO - Epoch [37][540/1743] lr: 1.000e-02, eta: 1 day, 9:02:10, time: 0.810, data_time: 0.004, memory: 3025, loss_cls: 2.4638, loss: 2.4638, grad_norm: 3.0379 2020-10-15 11:06:05,502 - mmaction - INFO - Epoch [37][560/1743] lr: 1.000e-02, eta: 1 day, 9:01:38, time: 0.774, data_time: 0.007, memory: 3025, loss_cls: 2.4829, loss: 2.4829, grad_norm: 3.0146 2020-10-15 11:06:22,006 - mmaction - INFO - Epoch [37][580/1743] lr: 1.000e-02, eta: 1 day, 9:01:08, time: 0.830, data_time: 0.011, memory: 3025, loss_cls: 2.4379, loss: 2.4379, grad_norm: 2.9526 2020-10-15 11:06:37,997 - mmaction - INFO - Epoch [37][600/1743] lr: 1.000e-02, eta: 1 day, 9:00:37, time: 0.797, data_time: 0.005, memory: 3025, loss_cls: 2.4555, loss: 2.4555, grad_norm: 3.0605 2020-10-15 11:06:54,432 - mmaction - INFO - Epoch [37][620/1743] lr: 1.000e-02, eta: 1 day, 9:00:07, time: 0.824, data_time: 0.011, memory: 3025, loss_cls: 2.4495, loss: 2.4495, grad_norm: 3.0114 2020-10-15 11:07:10,964 - mmaction - INFO - Epoch [37][640/1743] lr: 1.000e-02, eta: 1 day, 8:59:37, time: 0.826, data_time: 0.006, memory: 3025, loss_cls: 2.4248, loss: 2.4248, grad_norm: 3.0368 2020-10-15 11:07:27,335 - mmaction - INFO - Epoch [37][660/1743] lr: 1.000e-02, eta: 1 day, 8:59:07, time: 0.822, data_time: 0.008, memory: 3025, loss_cls: 2.4078, loss: 2.4078, grad_norm: 2.9676 2020-10-15 11:07:43,774 - mmaction - INFO - Epoch [37][680/1743] lr: 1.000e-02, eta: 1 day, 8:58:37, time: 0.816, data_time: 0.002, memory: 3025, loss_cls: 2.4256, loss: 2.4256, grad_norm: 3.0264 2020-10-15 11:07:59,934 - mmaction - INFO - Epoch [37][700/1743] lr: 1.000e-02, eta: 1 day, 8:58:06, time: 0.814, data_time: 0.009, memory: 3025, loss_cls: 2.4016, loss: 2.4016, grad_norm: 2.9833 2020-10-15 11:08:15,957 - mmaction - INFO - Epoch [37][720/1743] lr: 1.000e-02, eta: 1 day, 8:57:35, time: 0.795, data_time: 0.005, memory: 3025, loss_cls: 2.4054, loss: 2.4054, grad_norm: 2.9750 2020-10-15 11:08:31,762 - mmaction - INFO - Epoch [37][740/1743] lr: 1.000e-02, eta: 1 day, 8:57:04, time: 0.793, data_time: 0.010, memory: 3025, loss_cls: 2.4667, loss: 2.4667, grad_norm: 3.0153 2020-10-15 11:08:48,453 - mmaction - INFO - Epoch [37][760/1743] lr: 1.000e-02, eta: 1 day, 8:56:34, time: 0.837, data_time: 0.008, memory: 3025, loss_cls: 2.4366, loss: 2.4366, grad_norm: 2.9825 2020-10-15 11:09:04,223 - mmaction - INFO - Epoch [37][780/1743] lr: 1.000e-02, eta: 1 day, 8:56:03, time: 0.788, data_time: 0.002, memory: 3025, loss_cls: 2.4465, loss: 2.4465, grad_norm: 3.0538 2020-10-15 11:09:20,970 - mmaction - INFO - Epoch [37][800/1743] lr: 1.000e-02, eta: 1 day, 8:55:34, time: 0.832, data_time: 0.004, memory: 3025, loss_cls: 2.4196, loss: 2.4196, grad_norm: 3.0269 2020-10-15 11:09:37,972 - mmaction - INFO - Epoch [37][820/1743] lr: 1.000e-02, eta: 1 day, 8:55:04, time: 0.847, data_time: 0.009, memory: 3025, loss_cls: 2.4332, loss: 2.4332, grad_norm: 2.9474 2020-10-15 11:09:54,085 - mmaction - INFO - Epoch [37][840/1743] lr: 1.000e-02, eta: 1 day, 8:54:34, time: 0.811, data_time: 0.011, memory: 3025, loss_cls: 2.4370, loss: 2.4370, grad_norm: 3.0052 2020-10-15 11:10:10,390 - mmaction - INFO - Epoch [37][860/1743] lr: 1.000e-02, eta: 1 day, 8:54:04, time: 0.817, data_time: 0.008, memory: 3025, loss_cls: 2.4513, loss: 2.4513, grad_norm: 2.9813 2020-10-15 11:10:26,489 - mmaction - INFO - Epoch [37][880/1743] lr: 1.000e-02, eta: 1 day, 8:53:33, time: 0.805, data_time: 0.006, memory: 3025, loss_cls: 2.4322, loss: 2.4322, grad_norm: 3.0028 2020-10-15 11:10:43,227 - mmaction - INFO - Epoch [37][900/1743] lr: 1.000e-02, eta: 1 day, 8:53:04, time: 0.836, data_time: 0.006, memory: 3025, loss_cls: 2.4277, loss: 2.4277, grad_norm: 2.9600 2020-10-15 11:10:59,777 - mmaction - INFO - Epoch [37][920/1743] lr: 1.000e-02, eta: 1 day, 8:52:33, time: 0.818, data_time: 0.009, memory: 3025, loss_cls: 2.4593, loss: 2.4593, grad_norm: 3.0156 2020-10-15 11:11:15,796 - mmaction - INFO - Epoch [37][940/1743] lr: 1.000e-02, eta: 1 day, 8:52:03, time: 0.801, data_time: 0.009, memory: 3025, loss_cls: 2.4201, loss: 2.4201, grad_norm: 2.9505 2020-10-15 11:11:31,846 - mmaction - INFO - Epoch [37][960/1743] lr: 1.000e-02, eta: 1 day, 8:51:32, time: 0.808, data_time: 0.009, memory: 3025, loss_cls: 2.4322, loss: 2.4322, grad_norm: 2.9316 2020-10-15 11:11:47,983 - mmaction - INFO - Epoch [37][980/1743] lr: 1.000e-02, eta: 1 day, 8:51:02, time: 0.808, data_time: 0.005, memory: 3025, loss_cls: 2.4100, loss: 2.4100, grad_norm: 2.9774 2020-10-15 11:12:04,220 - mmaction - INFO - Epoch [37][1000/1743] lr: 1.000e-02, eta: 1 day, 8:50:31, time: 0.809, data_time: 0.003, memory: 3025, loss_cls: 2.4015, loss: 2.4015, grad_norm: 2.9829 2020-10-15 11:12:20,345 - mmaction - INFO - Epoch [37][1020/1743] lr: 1.000e-02, eta: 1 day, 8:50:01, time: 0.805, data_time: 0.009, memory: 3025, loss_cls: 2.4316, loss: 2.4316, grad_norm: 2.9908 2020-10-15 11:12:36,406 - mmaction - INFO - Epoch [37][1040/1743] lr: 1.000e-02, eta: 1 day, 8:49:30, time: 0.803, data_time: 0.007, memory: 3025, loss_cls: 2.4466, loss: 2.4466, grad_norm: 3.0237 2020-10-15 11:12:52,184 - mmaction - INFO - Epoch [37][1060/1743] lr: 1.000e-02, eta: 1 day, 8:48:59, time: 0.787, data_time: 0.006, memory: 3025, loss_cls: 2.4233, loss: 2.4233, grad_norm: 2.9872 2020-10-15 11:13:08,298 - mmaction - INFO - Epoch [37][1080/1743] lr: 1.000e-02, eta: 1 day, 8:48:29, time: 0.810, data_time: 0.013, memory: 3025, loss_cls: 2.4385, loss: 2.4385, grad_norm: 2.9579 2020-10-15 11:13:23,819 - mmaction - INFO - Epoch [37][1100/1743] lr: 1.000e-02, eta: 1 day, 8:47:57, time: 0.778, data_time: 0.005, memory: 3025, loss_cls: 2.4357, loss: 2.4357, grad_norm: 2.9754 2020-10-15 11:13:39,013 - mmaction - INFO - Epoch [37][1120/1743] lr: 1.000e-02, eta: 1 day, 8:47:25, time: 0.757, data_time: 0.003, memory: 3025, loss_cls: 2.4009, loss: 2.4009, grad_norm: 2.9721 2020-10-15 11:13:55,089 - mmaction - INFO - Epoch [37][1140/1743] lr: 1.000e-02, eta: 1 day, 8:46:54, time: 0.806, data_time: 0.009, memory: 3025, loss_cls: 2.3925, loss: 2.3925, grad_norm: 2.9702 2020-10-15 11:14:12,190 - mmaction - INFO - Epoch [37][1160/1743] lr: 1.000e-02, eta: 1 day, 8:46:26, time: 0.854, data_time: 0.002, memory: 3025, loss_cls: 2.4398, loss: 2.4398, grad_norm: 2.9996 2020-10-15 11:14:28,601 - mmaction - INFO - Epoch [37][1180/1743] lr: 1.000e-02, eta: 1 day, 8:45:56, time: 0.817, data_time: 0.003, memory: 3025, loss_cls: 2.4706, loss: 2.4706, grad_norm: 3.0461 2020-10-15 11:14:45,039 - mmaction - INFO - Epoch [37][1200/1743] lr: 1.000e-02, eta: 1 day, 8:45:26, time: 0.827, data_time: 0.007, memory: 3025, loss_cls: 2.4141, loss: 2.4141, grad_norm: 2.9794 2020-10-15 11:15:01,361 - mmaction - INFO - Epoch [37][1220/1743] lr: 1.000e-02, eta: 1 day, 8:44:56, time: 0.812, data_time: 0.003, memory: 3025, loss_cls: 2.4205, loss: 2.4205, grad_norm: 2.9315 2020-10-15 11:15:17,898 - mmaction - INFO - Epoch [37][1240/1743] lr: 1.000e-02, eta: 1 day, 8:44:26, time: 0.831, data_time: 0.008, memory: 3025, loss_cls: 2.4154, loss: 2.4154, grad_norm: 3.0030 2020-10-15 11:15:33,946 - mmaction - INFO - Epoch [37][1260/1743] lr: 1.000e-02, eta: 1 day, 8:43:55, time: 0.800, data_time: 0.003, memory: 3025, loss_cls: 2.4202, loss: 2.4202, grad_norm: 3.0051 2020-10-15 11:15:50,315 - mmaction - INFO - Epoch [37][1280/1743] lr: 1.000e-02, eta: 1 day, 8:43:25, time: 0.816, data_time: 0.006, memory: 3025, loss_cls: 2.4711, loss: 2.4711, grad_norm: 3.0699 2020-10-15 11:16:06,494 - mmaction - INFO - Epoch [37][1300/1743] lr: 1.000e-02, eta: 1 day, 8:42:55, time: 0.809, data_time: 0.008, memory: 3025, loss_cls: 2.4635, loss: 2.4635, grad_norm: 2.9718 2020-10-15 11:16:21,877 - mmaction - INFO - Epoch [37][1320/1743] lr: 1.000e-02, eta: 1 day, 8:42:24, time: 0.774, data_time: 0.009, memory: 3025, loss_cls: 2.4095, loss: 2.4095, grad_norm: 2.9453 2020-10-15 11:16:37,836 - mmaction - INFO - Epoch [37][1340/1743] lr: 1.000e-02, eta: 1 day, 8:41:53, time: 0.795, data_time: 0.005, memory: 3025, loss_cls: 2.4327, loss: 2.4327, grad_norm: 2.9942 2020-10-15 11:16:54,722 - mmaction - INFO - Epoch [37][1360/1743] lr: 1.000e-02, eta: 1 day, 8:41:24, time: 0.844, data_time: 0.008, memory: 3025, loss_cls: 2.4230, loss: 2.4230, grad_norm: 2.9926 2020-10-15 11:17:10,896 - mmaction - INFO - Epoch [37][1380/1743] lr: 1.000e-02, eta: 1 day, 8:40:54, time: 0.814, data_time: 0.007, memory: 3025, loss_cls: 2.4484, loss: 2.4484, grad_norm: 2.9620 2020-10-15 11:17:27,048 - mmaction - INFO - Epoch [37][1400/1743] lr: 1.000e-02, eta: 1 day, 8:40:23, time: 0.803, data_time: 0.003, memory: 3025, loss_cls: 2.4243, loss: 2.4243, grad_norm: 2.9405 2020-10-15 11:17:43,102 - mmaction - INFO - Epoch [37][1420/1743] lr: 1.000e-02, eta: 1 day, 8:39:53, time: 0.807, data_time: 0.008, memory: 3025, loss_cls: 2.3985, loss: 2.3985, grad_norm: 2.9526 2020-10-15 11:17:58,458 - mmaction - INFO - Epoch [37][1440/1743] lr: 1.000e-02, eta: 1 day, 8:39:21, time: 0.766, data_time: 0.003, memory: 3025, loss_cls: 2.4297, loss: 2.4297, grad_norm: 3.0118 2020-10-15 11:18:15,046 - mmaction - INFO - Epoch [37][1460/1743] lr: 1.000e-02, eta: 1 day, 8:38:52, time: 0.826, data_time: 0.007, memory: 3025, loss_cls: 2.4354, loss: 2.4354, grad_norm: 3.0907 2020-10-15 11:18:31,504 - mmaction - INFO - Epoch [37][1480/1743] lr: 1.000e-02, eta: 1 day, 8:38:22, time: 0.824, data_time: 0.012, memory: 3025, loss_cls: 2.4542, loss: 2.4542, grad_norm: 3.0009 2020-10-15 11:18:47,754 - mmaction - INFO - Epoch [37][1500/1743] lr: 1.000e-02, eta: 1 day, 8:37:52, time: 0.813, data_time: 0.008, memory: 3025, loss_cls: 2.4668, loss: 2.4668, grad_norm: 2.9931 2020-10-15 11:19:03,609 - mmaction - INFO - Epoch [37][1520/1743] lr: 1.000e-02, eta: 1 day, 8:37:21, time: 0.793, data_time: 0.007, memory: 3025, loss_cls: 2.4533, loss: 2.4533, grad_norm: 3.0187 2020-10-15 11:19:19,280 - mmaction - INFO - Epoch [37][1540/1743] lr: 1.000e-02, eta: 1 day, 8:36:50, time: 0.786, data_time: 0.005, memory: 3025, loss_cls: 2.4455, loss: 2.4455, grad_norm: 3.0299 2020-10-15 11:19:35,453 - mmaction - INFO - Epoch [37][1560/1743] lr: 1.000e-02, eta: 1 day, 8:36:20, time: 0.804, data_time: 0.004, memory: 3025, loss_cls: 2.4467, loss: 2.4467, grad_norm: 3.0073 2020-10-15 11:19:51,724 - mmaction - INFO - Epoch [37][1580/1743] lr: 1.000e-02, eta: 1 day, 8:35:50, time: 0.816, data_time: 0.008, memory: 3025, loss_cls: 2.4070, loss: 2.4070, grad_norm: 2.9793 2020-10-15 11:20:08,070 - mmaction - INFO - Epoch [37][1600/1743] lr: 1.000e-02, eta: 1 day, 8:35:20, time: 0.821, data_time: 0.005, memory: 3025, loss_cls: 2.4366, loss: 2.4366, grad_norm: 3.0099 2020-10-15 11:20:24,458 - mmaction - INFO - Epoch [37][1620/1743] lr: 1.000e-02, eta: 1 day, 8:34:50, time: 0.819, data_time: 0.003, memory: 3025, loss_cls: 2.4198, loss: 2.4198, grad_norm: 3.0247 2020-10-15 11:20:41,050 - mmaction - INFO - Epoch [37][1640/1743] lr: 1.000e-02, eta: 1 day, 8:34:21, time: 0.828, data_time: 0.002, memory: 3025, loss_cls: 2.4510, loss: 2.4510, grad_norm: 2.9670 2020-10-15 11:20:56,573 - mmaction - INFO - Epoch [37][1660/1743] lr: 1.000e-02, eta: 1 day, 8:33:49, time: 0.774, data_time: 0.004, memory: 3025, loss_cls: 2.4283, loss: 2.4283, grad_norm: 2.9992 2020-10-15 11:21:12,335 - mmaction - INFO - Epoch [37][1680/1743] lr: 1.000e-02, eta: 1 day, 8:33:19, time: 0.790, data_time: 0.006, memory: 3025, loss_cls: 2.4242, loss: 2.4242, grad_norm: 3.0180 2020-10-15 11:21:28,727 - mmaction - INFO - Epoch [37][1700/1743] lr: 1.000e-02, eta: 1 day, 8:32:49, time: 0.812, data_time: 0.007, memory: 3025, loss_cls: 2.4409, loss: 2.4409, grad_norm: 3.0202 2020-10-15 11:21:44,324 - mmaction - INFO - Epoch [37][1720/1743] lr: 1.000e-02, eta: 1 day, 8:32:18, time: 0.790, data_time: 0.012, memory: 3025, loss_cls: 2.4195, loss: 2.4195, grad_norm: 3.0137 2020-10-15 11:22:00,564 - mmaction - INFO - Epoch [37][1740/1743] lr: 1.000e-02, eta: 1 day, 8:31:48, time: 0.812, data_time: 0.003, memory: 3025, loss_cls: 2.4779, loss: 2.4779, grad_norm: 2.9987 2020-10-15 11:22:44,382 - mmaction - INFO - Epoch [38][20/1743] lr: 1.000e-02, eta: 1 day, 8:31:48, time: 1.952, data_time: 1.385, memory: 3025, loss_cls: 2.4277, loss: 2.4277, grad_norm: 2.9950 2020-10-15 11:23:01,731 - mmaction - INFO - Epoch [38][40/1743] lr: 1.000e-02, eta: 1 day, 8:31:20, time: 0.870, data_time: 0.212, memory: 3025, loss_cls: 2.3852, loss: 2.3852, grad_norm: 2.8926 2020-10-15 11:23:18,655 - mmaction - INFO - Epoch [38][60/1743] lr: 1.000e-02, eta: 1 day, 8:30:51, time: 0.850, data_time: 0.128, memory: 3025, loss_cls: 2.3823, loss: 2.3823, grad_norm: 2.9248 2020-10-15 11:23:35,554 - mmaction - INFO - Epoch [38][80/1743] lr: 1.000e-02, eta: 1 day, 8:30:22, time: 0.841, data_time: 0.313, memory: 3025, loss_cls: 2.4080, loss: 2.4080, grad_norm: 2.9630 2020-10-15 11:23:52,137 - mmaction - INFO - Epoch [38][100/1743] lr: 1.000e-02, eta: 1 day, 8:29:53, time: 0.833, data_time: 0.368, memory: 3025, loss_cls: 2.4466, loss: 2.4466, grad_norm: 3.0164 2020-10-15 11:24:08,583 - mmaction - INFO - Epoch [38][120/1743] lr: 1.000e-02, eta: 1 day, 8:29:23, time: 0.821, data_time: 0.302, memory: 3025, loss_cls: 2.4044, loss: 2.4044, grad_norm: 2.9920 2020-10-15 11:24:25,194 - mmaction - INFO - Epoch [38][140/1743] lr: 1.000e-02, eta: 1 day, 8:28:54, time: 0.827, data_time: 0.072, memory: 3025, loss_cls: 2.3955, loss: 2.3955, grad_norm: 2.9504 2020-10-15 11:24:41,904 - mmaction - INFO - Epoch [38][160/1743] lr: 1.000e-02, eta: 1 day, 8:28:25, time: 0.836, data_time: 0.031, memory: 3025, loss_cls: 2.4327, loss: 2.4327, grad_norm: 3.0094 2020-10-15 11:24:58,442 - mmaction - INFO - Epoch [38][180/1743] lr: 1.000e-02, eta: 1 day, 8:27:55, time: 0.830, data_time: 0.005, memory: 3025, loss_cls: 2.4477, loss: 2.4477, grad_norm: 2.9939 2020-10-15 11:25:14,918 - mmaction - INFO - Epoch [38][200/1743] lr: 1.000e-02, eta: 1 day, 8:27:26, time: 0.816, data_time: 0.004, memory: 3025, loss_cls: 2.4105, loss: 2.4105, grad_norm: 2.9915 2020-10-15 11:25:31,421 - mmaction - INFO - Epoch [38][220/1743] lr: 1.000e-02, eta: 1 day, 8:26:56, time: 0.832, data_time: 0.010, memory: 3025, loss_cls: 2.4489, loss: 2.4489, grad_norm: 3.0175 2020-10-15 11:25:47,988 - mmaction - INFO - Epoch [38][240/1743] lr: 1.000e-02, eta: 1 day, 8:26:27, time: 0.821, data_time: 0.004, memory: 3025, loss_cls: 2.4682, loss: 2.4682, grad_norm: 3.0571 2020-10-15 11:26:03,802 - mmaction - INFO - Epoch [38][260/1743] lr: 1.000e-02, eta: 1 day, 8:25:56, time: 0.797, data_time: 0.011, memory: 3025, loss_cls: 2.4157, loss: 2.4157, grad_norm: 3.0112 2020-10-15 11:26:20,751 - mmaction - INFO - Epoch [38][280/1743] lr: 1.000e-02, eta: 1 day, 8:25:28, time: 0.847, data_time: 0.004, memory: 3025, loss_cls: 2.4660, loss: 2.4660, grad_norm: 2.9982 2020-10-15 11:26:37,136 - mmaction - INFO - Epoch [38][300/1743] lr: 1.000e-02, eta: 1 day, 8:24:58, time: 0.815, data_time: 0.008, memory: 3025, loss_cls: 2.4573, loss: 2.4573, grad_norm: 3.0830 2020-10-15 11:26:53,671 - mmaction - INFO - Epoch [38][320/1743] lr: 1.000e-02, eta: 1 day, 8:24:29, time: 0.833, data_time: 0.009, memory: 3025, loss_cls: 2.4109, loss: 2.4109, grad_norm: 3.0186 2020-10-15 11:27:09,926 - mmaction - INFO - Epoch [38][340/1743] lr: 1.000e-02, eta: 1 day, 8:23:59, time: 0.808, data_time: 0.003, memory: 3025, loss_cls: 2.4534, loss: 2.4534, grad_norm: 3.0311 2020-10-15 11:27:26,489 - mmaction - INFO - Epoch [38][360/1743] lr: 1.000e-02, eta: 1 day, 8:23:30, time: 0.834, data_time: 0.008, memory: 3025, loss_cls: 2.3951, loss: 2.3951, grad_norm: 3.0146 2020-10-15 11:27:42,415 - mmaction - INFO - Epoch [38][380/1743] lr: 1.000e-02, eta: 1 day, 8:22:59, time: 0.791, data_time: 0.001, memory: 3025, loss_cls: 2.4382, loss: 2.4382, grad_norm: 2.9764 2020-10-15 11:27:58,755 - mmaction - INFO - Epoch [38][400/1743] lr: 1.000e-02, eta: 1 day, 8:22:29, time: 0.818, data_time: 0.009, memory: 3025, loss_cls: 2.4248, loss: 2.4248, grad_norm: 2.9589 2020-10-15 11:28:15,316 - mmaction - INFO - Epoch [38][420/1743] lr: 1.000e-02, eta: 1 day, 8:22:00, time: 0.824, data_time: 0.008, memory: 3025, loss_cls: 2.4241, loss: 2.4241, grad_norm: 2.9776 2020-10-15 11:28:31,023 - mmaction - INFO - Epoch [38][440/1743] lr: 1.000e-02, eta: 1 day, 8:21:29, time: 0.790, data_time: 0.010, memory: 3025, loss_cls: 2.4261, loss: 2.4261, grad_norm: 2.9586 2020-10-15 11:28:47,050 - mmaction - INFO - Epoch [38][460/1743] lr: 1.000e-02, eta: 1 day, 8:20:59, time: 0.800, data_time: 0.006, memory: 3025, loss_cls: 2.3768, loss: 2.3768, grad_norm: 2.9602 2020-10-15 11:29:03,102 - mmaction - INFO - Epoch [38][480/1743] lr: 1.000e-02, eta: 1 day, 8:20:29, time: 0.803, data_time: 0.008, memory: 3025, loss_cls: 2.4637, loss: 2.4637, grad_norm: 3.0303 2020-10-15 11:29:19,355 - mmaction - INFO - Epoch [38][500/1743] lr: 1.000e-02, eta: 1 day, 8:19:59, time: 0.813, data_time: 0.008, memory: 3025, loss_cls: 2.4464, loss: 2.4464, grad_norm: 2.9901 2020-10-15 11:29:35,636 - mmaction - INFO - Epoch [38][520/1743] lr: 1.000e-02, eta: 1 day, 8:19:30, time: 0.817, data_time: 0.010, memory: 3025, loss_cls: 2.4227, loss: 2.4227, grad_norm: 3.0395 2020-10-15 11:29:52,451 - mmaction - INFO - Epoch [38][540/1743] lr: 1.000e-02, eta: 1 day, 8:19:01, time: 0.839, data_time: 0.007, memory: 3025, loss_cls: 2.4553, loss: 2.4553, grad_norm: 3.0178 2020-10-15 11:30:09,289 - mmaction - INFO - Epoch [38][560/1743] lr: 1.000e-02, eta: 1 day, 8:18:32, time: 0.845, data_time: 0.006, memory: 3025, loss_cls: 2.3988, loss: 2.3988, grad_norm: 2.9801 2020-10-15 11:30:24,729 - mmaction - INFO - Epoch [38][580/1743] lr: 1.000e-02, eta: 1 day, 8:18:01, time: 0.764, data_time: 0.002, memory: 3025, loss_cls: 2.3999, loss: 2.3999, grad_norm: 2.9858 2020-10-15 11:30:40,906 - mmaction - INFO - Epoch [38][600/1743] lr: 1.000e-02, eta: 1 day, 8:17:31, time: 0.812, data_time: 0.010, memory: 3025, loss_cls: 2.4402, loss: 2.4402, grad_norm: 2.9741 2020-10-15 11:30:57,874 - mmaction - INFO - Epoch [38][620/1743] lr: 1.000e-02, eta: 1 day, 8:17:02, time: 0.850, data_time: 0.007, memory: 3025, loss_cls: 2.4508, loss: 2.4508, grad_norm: 3.0333 2020-10-15 11:31:13,824 - mmaction - INFO - Epoch [38][640/1743] lr: 1.000e-02, eta: 1 day, 8:16:32, time: 0.789, data_time: 0.008, memory: 3025, loss_cls: 2.4039, loss: 2.4039, grad_norm: 3.0020 2020-10-15 11:31:29,839 - mmaction - INFO - Epoch [38][660/1743] lr: 1.000e-02, eta: 1 day, 8:16:02, time: 0.805, data_time: 0.018, memory: 3025, loss_cls: 2.4367, loss: 2.4367, grad_norm: 2.9523 2020-10-15 11:31:45,851 - mmaction - INFO - Epoch [38][680/1743] lr: 1.000e-02, eta: 1 day, 8:15:32, time: 0.807, data_time: 0.014, memory: 3025, loss_cls: 2.4348, loss: 2.4348, grad_norm: 2.9848 2020-10-15 11:32:02,191 - mmaction - INFO - Epoch [38][700/1743] lr: 1.000e-02, eta: 1 day, 8:15:02, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.4336, loss: 2.4336, grad_norm: 2.9878 2020-10-15 11:32:18,580 - mmaction - INFO - Epoch [38][720/1743] lr: 1.000e-02, eta: 1 day, 8:14:33, time: 0.820, data_time: 0.009, memory: 3025, loss_cls: 2.4305, loss: 2.4305, grad_norm: 2.9709 2020-10-15 11:32:34,678 - mmaction - INFO - Epoch [38][740/1743] lr: 1.000e-02, eta: 1 day, 8:14:03, time: 0.803, data_time: 0.009, memory: 3025, loss_cls: 2.4182, loss: 2.4182, grad_norm: 3.0167 2020-10-15 11:32:51,219 - mmaction - INFO - Epoch [38][760/1743] lr: 1.000e-02, eta: 1 day, 8:13:34, time: 0.831, data_time: 0.008, memory: 3025, loss_cls: 2.4902, loss: 2.4902, grad_norm: 3.0736 2020-10-15 11:33:07,642 - mmaction - INFO - Epoch [38][780/1743] lr: 1.000e-02, eta: 1 day, 8:13:04, time: 0.822, data_time: 0.006, memory: 3025, loss_cls: 2.4291, loss: 2.4291, grad_norm: 3.0032 2020-10-15 11:33:23,540 - mmaction - INFO - Epoch [38][800/1743] lr: 1.000e-02, eta: 1 day, 8:12:34, time: 0.794, data_time: 0.003, memory: 3025, loss_cls: 2.3945, loss: 2.3945, grad_norm: 3.0334 2020-10-15 11:33:40,047 - mmaction - INFO - Epoch [38][820/1743] lr: 1.000e-02, eta: 1 day, 8:12:05, time: 0.826, data_time: 0.006, memory: 3025, loss_cls: 2.3931, loss: 2.3931, grad_norm: 2.9914 2020-10-15 11:33:56,190 - mmaction - INFO - Epoch [38][840/1743] lr: 1.000e-02, eta: 1 day, 8:11:35, time: 0.809, data_time: 0.007, memory: 3025, loss_cls: 2.4064, loss: 2.4064, grad_norm: 2.9448 2020-10-15 11:34:12,227 - mmaction - INFO - Epoch [38][860/1743] lr: 1.000e-02, eta: 1 day, 8:11:05, time: 0.797, data_time: 0.002, memory: 3025, loss_cls: 2.4653, loss: 2.4653, grad_norm: 3.0726 2020-10-15 11:34:29,322 - mmaction - INFO - Epoch [38][880/1743] lr: 1.000e-02, eta: 1 day, 8:10:37, time: 0.859, data_time: 0.008, memory: 3025, loss_cls: 2.4402, loss: 2.4402, grad_norm: 2.9584 2020-10-15 11:34:44,447 - mmaction - INFO - Epoch [38][900/1743] lr: 1.000e-02, eta: 1 day, 8:10:05, time: 0.750, data_time: 0.005, memory: 3025, loss_cls: 2.4275, loss: 2.4275, grad_norm: 3.0323 2020-10-15 11:35:01,429 - mmaction - INFO - Epoch [38][920/1743] lr: 1.000e-02, eta: 1 day, 8:09:37, time: 0.855, data_time: 0.011, memory: 3025, loss_cls: 2.4243, loss: 2.4243, grad_norm: 2.9958 2020-10-15 11:35:17,867 - mmaction - INFO - Epoch [38][940/1743] lr: 1.000e-02, eta: 1 day, 8:09:08, time: 0.822, data_time: 0.002, memory: 3025, loss_cls: 2.4450, loss: 2.4450, grad_norm: 2.9888 2020-10-15 11:35:34,202 - mmaction - INFO - Epoch [38][960/1743] lr: 1.000e-02, eta: 1 day, 8:08:38, time: 0.812, data_time: 0.003, memory: 3025, loss_cls: 2.4282, loss: 2.4282, grad_norm: 2.9934 2020-10-15 11:35:50,266 - mmaction - INFO - Epoch [38][980/1743] lr: 1.000e-02, eta: 1 day, 8:08:08, time: 0.806, data_time: 0.008, memory: 3025, loss_cls: 2.4389, loss: 2.4389, grad_norm: 3.0413 2020-10-15 11:36:06,944 - mmaction - INFO - Epoch [38][1000/1743] lr: 1.000e-02, eta: 1 day, 8:07:39, time: 0.836, data_time: 0.004, memory: 3025, loss_cls: 2.4159, loss: 2.4159, grad_norm: 2.9980 2020-10-15 11:36:22,867 - mmaction - INFO - Epoch [38][1020/1743] lr: 1.000e-02, eta: 1 day, 8:07:09, time: 0.791, data_time: 0.001, memory: 3025, loss_cls: 2.4394, loss: 2.4394, grad_norm: 3.0851 2020-10-15 11:36:39,626 - mmaction - INFO - Epoch [38][1040/1743] lr: 1.000e-02, eta: 1 day, 8:06:40, time: 0.835, data_time: 0.010, memory: 3025, loss_cls: 2.4211, loss: 2.4211, grad_norm: 2.9875 2020-10-15 11:36:55,985 - mmaction - INFO - Epoch [38][1060/1743] lr: 1.000e-02, eta: 1 day, 8:06:11, time: 0.819, data_time: 0.010, memory: 3025, loss_cls: 2.4255, loss: 2.4255, grad_norm: 2.9904 2020-10-15 11:37:12,188 - mmaction - INFO - Epoch [38][1080/1743] lr: 1.000e-02, eta: 1 day, 8:05:42, time: 0.814, data_time: 0.011, memory: 3025, loss_cls: 2.4919, loss: 2.4919, grad_norm: 3.0433 2020-10-15 11:37:29,163 - mmaction - INFO - Epoch [38][1100/1743] lr: 1.000e-02, eta: 1 day, 8:05:13, time: 0.850, data_time: 0.006, memory: 3025, loss_cls: 2.4229, loss: 2.4229, grad_norm: 2.9982 2020-10-15 11:37:45,805 - mmaction - INFO - Epoch [38][1120/1743] lr: 1.000e-02, eta: 1 day, 8:04:44, time: 0.832, data_time: 0.003, memory: 3025, loss_cls: 2.4100, loss: 2.4100, grad_norm: 2.9418 2020-10-15 11:38:02,211 - mmaction - INFO - Epoch [38][1140/1743] lr: 1.000e-02, eta: 1 day, 8:04:15, time: 0.818, data_time: 0.004, memory: 3025, loss_cls: 2.4159, loss: 2.4159, grad_norm: 2.9945 2020-10-15 11:38:18,124 - mmaction - INFO - Epoch [38][1160/1743] lr: 1.000e-02, eta: 1 day, 8:03:45, time: 0.794, data_time: 0.006, memory: 3025, loss_cls: 2.4110, loss: 2.4110, grad_norm: 2.9250 2020-10-15 11:38:34,073 - mmaction - INFO - Epoch [38][1180/1743] lr: 1.000e-02, eta: 1 day, 8:03:15, time: 0.797, data_time: 0.006, memory: 3025, loss_cls: 2.4300, loss: 2.4300, grad_norm: 2.9902 2020-10-15 11:38:50,446 - mmaction - INFO - Epoch [38][1200/1743] lr: 1.000e-02, eta: 1 day, 8:02:45, time: 0.813, data_time: 0.007, memory: 3025, loss_cls: 2.4087, loss: 2.4087, grad_norm: 2.9697 2020-10-15 11:39:06,294 - mmaction - INFO - Epoch [38][1220/1743] lr: 1.000e-02, eta: 1 day, 8:02:15, time: 0.800, data_time: 0.013, memory: 3025, loss_cls: 2.4149, loss: 2.4149, grad_norm: 2.9596 2020-10-15 11:39:23,052 - mmaction - INFO - Epoch [38][1240/1743] lr: 1.000e-02, eta: 1 day, 8:01:47, time: 0.832, data_time: 0.008, memory: 3025, loss_cls: 2.4276, loss: 2.4276, grad_norm: 3.0343 2020-10-15 11:39:39,457 - mmaction - INFO - Epoch [38][1260/1743] lr: 1.000e-02, eta: 1 day, 8:01:17, time: 0.823, data_time: 0.014, memory: 3025, loss_cls: 2.3981, loss: 2.3981, grad_norm: 3.0207 2020-10-15 11:39:55,695 - mmaction - INFO - Epoch [38][1280/1743] lr: 1.000e-02, eta: 1 day, 8:00:48, time: 0.819, data_time: 0.010, memory: 3025, loss_cls: 2.4235, loss: 2.4235, grad_norm: 2.9814 2020-10-15 11:40:12,360 - mmaction - INFO - Epoch [38][1300/1743] lr: 1.000e-02, eta: 1 day, 8:00:19, time: 0.833, data_time: 0.005, memory: 3025, loss_cls: 2.4196, loss: 2.4196, grad_norm: 3.0078 2020-10-15 11:40:28,503 - mmaction - INFO - Epoch [38][1320/1743] lr: 1.000e-02, eta: 1 day, 7:59:49, time: 0.795, data_time: 0.003, memory: 3025, loss_cls: 2.4503, loss: 2.4503, grad_norm: 3.0127 2020-10-15 11:40:44,477 - mmaction - INFO - Epoch [38][1340/1743] lr: 1.000e-02, eta: 1 day, 7:59:20, time: 0.807, data_time: 0.015, memory: 3025, loss_cls: 2.4268, loss: 2.4268, grad_norm: 3.0040 2020-10-15 11:41:01,043 - mmaction - INFO - Epoch [38][1360/1743] lr: 1.000e-02, eta: 1 day, 7:58:51, time: 0.819, data_time: 0.006, memory: 3025, loss_cls: 2.4095, loss: 2.4095, grad_norm: 2.9722 2020-10-15 11:41:17,105 - mmaction - INFO - Epoch [38][1380/1743] lr: 1.000e-02, eta: 1 day, 7:58:21, time: 0.813, data_time: 0.014, memory: 3025, loss_cls: 2.4051, loss: 2.4051, grad_norm: 3.0404 2020-10-15 11:41:33,047 - mmaction - INFO - Epoch [38][1400/1743] lr: 1.000e-02, eta: 1 day, 7:57:51, time: 0.790, data_time: 0.004, memory: 3025, loss_cls: 2.4488, loss: 2.4488, grad_norm: 3.0382 2020-10-15 11:41:49,210 - mmaction - INFO - Epoch [38][1420/1743] lr: 1.000e-02, eta: 1 day, 7:57:22, time: 0.814, data_time: 0.011, memory: 3025, loss_cls: 2.4159, loss: 2.4159, grad_norm: 3.0236 2020-10-15 11:42:05,124 - mmaction - INFO - Epoch [38][1440/1743] lr: 1.000e-02, eta: 1 day, 7:56:51, time: 0.788, data_time: 0.006, memory: 3025, loss_cls: 2.3683, loss: 2.3683, grad_norm: 2.9812 2020-10-15 11:42:21,617 - mmaction - INFO - Epoch [38][1460/1743] lr: 1.000e-02, eta: 1 day, 7:56:22, time: 0.826, data_time: 0.016, memory: 3025, loss_cls: 2.4538, loss: 2.4538, grad_norm: 3.0438 2020-10-15 11:42:38,142 - mmaction - INFO - Epoch [38][1480/1743] lr: 1.000e-02, eta: 1 day, 7:55:54, time: 0.832, data_time: 0.011, memory: 3025, loss_cls: 2.4581, loss: 2.4581, grad_norm: 3.0287 2020-10-15 11:42:54,195 - mmaction - INFO - Epoch [38][1500/1743] lr: 1.000e-02, eta: 1 day, 7:55:24, time: 0.805, data_time: 0.008, memory: 3025, loss_cls: 2.4109, loss: 2.4109, grad_norm: 2.9828 2020-10-15 11:43:10,626 - mmaction - INFO - Epoch [38][1520/1743] lr: 1.000e-02, eta: 1 day, 7:54:55, time: 0.814, data_time: 0.002, memory: 3025, loss_cls: 2.4305, loss: 2.4305, grad_norm: 2.9917 2020-10-15 11:43:26,672 - mmaction - INFO - Epoch [38][1540/1743] lr: 1.000e-02, eta: 1 day, 7:54:25, time: 0.806, data_time: 0.011, memory: 3025, loss_cls: 2.4300, loss: 2.4300, grad_norm: 3.0035 2020-10-15 11:43:42,808 - mmaction - INFO - Epoch [38][1560/1743] lr: 1.000e-02, eta: 1 day, 7:53:56, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.4314, loss: 2.4314, grad_norm: 3.0220 2020-10-15 11:43:59,042 - mmaction - INFO - Epoch [38][1580/1743] lr: 1.000e-02, eta: 1 day, 7:53:26, time: 0.815, data_time: 0.007, memory: 3025, loss_cls: 2.4084, loss: 2.4084, grad_norm: 2.9596 2020-10-15 11:44:15,679 - mmaction - INFO - Epoch [38][1600/1743] lr: 1.000e-02, eta: 1 day, 7:52:58, time: 0.829, data_time: 0.005, memory: 3025, loss_cls: 2.4483, loss: 2.4483, grad_norm: 2.9905 2020-10-15 11:44:31,875 - mmaction - INFO - Epoch [38][1620/1743] lr: 1.000e-02, eta: 1 day, 7:52:28, time: 0.809, data_time: 0.008, memory: 3025, loss_cls: 2.3849, loss: 2.3849, grad_norm: 2.9594 2020-10-15 11:44:47,769 - mmaction - INFO - Epoch [38][1640/1743] lr: 1.000e-02, eta: 1 day, 7:51:58, time: 0.793, data_time: 0.007, memory: 3025, loss_cls: 2.4572, loss: 2.4572, grad_norm: 3.0213 2020-10-15 11:45:03,531 - mmaction - INFO - Epoch [38][1660/1743] lr: 1.000e-02, eta: 1 day, 7:51:28, time: 0.792, data_time: 0.008, memory: 3025, loss_cls: 2.4601, loss: 2.4601, grad_norm: 2.9838 2020-10-15 11:45:19,604 - mmaction - INFO - Epoch [38][1680/1743] lr: 1.000e-02, eta: 1 day, 7:50:59, time: 0.803, data_time: 0.005, memory: 3025, loss_cls: 2.4456, loss: 2.4456, grad_norm: 3.0440 2020-10-15 11:45:35,623 - mmaction - INFO - Epoch [38][1700/1743] lr: 1.000e-02, eta: 1 day, 7:50:29, time: 0.796, data_time: 0.006, memory: 3025, loss_cls: 2.4486, loss: 2.4486, grad_norm: 3.0077 2020-10-15 11:45:52,064 - mmaction - INFO - Epoch [38][1720/1743] lr: 1.000e-02, eta: 1 day, 7:50:00, time: 0.823, data_time: 0.011, memory: 3025, loss_cls: 2.4322, loss: 2.4322, grad_norm: 3.0410 2020-10-15 11:46:08,094 - mmaction - INFO - Epoch [38][1740/1743] lr: 1.000e-02, eta: 1 day, 7:49:30, time: 0.806, data_time: 0.009, memory: 3025, loss_cls: 2.4059, loss: 2.4059, grad_norm: 2.9770 2020-10-15 11:46:45,633 - mmaction - INFO - Epoch [39][20/1743] lr: 1.000e-02, eta: 1 day, 7:49:22, time: 1.708, data_time: 1.099, memory: 3025, loss_cls: 2.3902, loss: 2.3902, grad_norm: 2.9592 2020-10-15 11:47:02,779 - mmaction - INFO - Epoch [39][40/1743] lr: 1.000e-02, eta: 1 day, 7:48:54, time: 0.861, data_time: 0.228, memory: 3025, loss_cls: 2.4401, loss: 2.4401, grad_norm: 2.9857 2020-10-15 11:47:20,468 - mmaction - INFO - Epoch [39][60/1743] lr: 1.000e-02, eta: 1 day, 7:48:27, time: 0.881, data_time: 0.252, memory: 3025, loss_cls: 2.4222, loss: 2.4222, grad_norm: 2.9844 2020-10-15 11:47:37,339 - mmaction - INFO - Epoch [39][80/1743] lr: 1.000e-02, eta: 1 day, 7:47:59, time: 0.844, data_time: 0.339, memory: 3025, loss_cls: 2.4166, loss: 2.4166, grad_norm: 3.0378 2020-10-15 11:47:54,660 - mmaction - INFO - Epoch [39][100/1743] lr: 1.000e-02, eta: 1 day, 7:47:31, time: 0.869, data_time: 0.306, memory: 3025, loss_cls: 2.4094, loss: 2.4094, grad_norm: 3.0259 2020-10-15 11:48:11,439 - mmaction - INFO - Epoch [39][120/1743] lr: 1.000e-02, eta: 1 day, 7:47:03, time: 0.835, data_time: 0.225, memory: 3025, loss_cls: 2.3765, loss: 2.3765, grad_norm: 2.9458 2020-10-15 11:48:27,705 - mmaction - INFO - Epoch [39][140/1743] lr: 1.000e-02, eta: 1 day, 7:46:34, time: 0.812, data_time: 0.153, memory: 3025, loss_cls: 2.3877, loss: 2.3877, grad_norm: 3.0247 2020-10-15 11:48:43,354 - mmaction - INFO - Epoch [39][160/1743] lr: 1.000e-02, eta: 1 day, 7:46:03, time: 0.785, data_time: 0.058, memory: 3025, loss_cls: 2.4343, loss: 2.4343, grad_norm: 2.9366 2020-10-15 11:49:00,218 - mmaction - INFO - Epoch [39][180/1743] lr: 1.000e-02, eta: 1 day, 7:45:35, time: 0.845, data_time: 0.150, memory: 3025, loss_cls: 2.4095, loss: 2.4095, grad_norm: 3.0054 2020-10-15 11:49:17,475 - mmaction - INFO - Epoch [39][200/1743] lr: 1.000e-02, eta: 1 day, 7:45:08, time: 0.858, data_time: 0.307, memory: 3025, loss_cls: 2.4373, loss: 2.4373, grad_norm: 3.0452 2020-10-15 11:49:34,584 - mmaction - INFO - Epoch [39][220/1743] lr: 1.000e-02, eta: 1 day, 7:44:40, time: 0.856, data_time: 0.347, memory: 3025, loss_cls: 2.4451, loss: 2.4451, grad_norm: 3.0253 2020-10-15 11:49:50,898 - mmaction - INFO - Epoch [39][240/1743] lr: 1.000e-02, eta: 1 day, 7:44:11, time: 0.820, data_time: 0.061, memory: 3025, loss_cls: 2.4063, loss: 2.4063, grad_norm: 2.9481 2020-10-15 11:50:07,760 - mmaction - INFO - Epoch [39][260/1743] lr: 1.000e-02, eta: 1 day, 7:43:42, time: 0.840, data_time: 0.073, memory: 3025, loss_cls: 2.4246, loss: 2.4246, grad_norm: 2.9612 2020-10-15 11:50:24,746 - mmaction - INFO - Epoch [39][280/1743] lr: 1.000e-02, eta: 1 day, 7:43:15, time: 0.852, data_time: 0.028, memory: 3025, loss_cls: 2.4289, loss: 2.4289, grad_norm: 3.0172 2020-10-15 11:50:41,668 - mmaction - INFO - Epoch [39][300/1743] lr: 1.000e-02, eta: 1 day, 7:42:46, time: 0.843, data_time: 0.167, memory: 3025, loss_cls: 2.4087, loss: 2.4087, grad_norm: 2.9703 2020-10-15 11:50:59,067 - mmaction - INFO - Epoch [39][320/1743] lr: 1.000e-02, eta: 1 day, 7:42:19, time: 0.872, data_time: 0.390, memory: 3025, loss_cls: 2.4181, loss: 2.4181, grad_norm: 2.9774 2020-10-15 11:51:15,706 - mmaction - INFO - Epoch [39][340/1743] lr: 1.000e-02, eta: 1 day, 7:41:50, time: 0.829, data_time: 0.383, memory: 3025, loss_cls: 2.4118, loss: 2.4118, grad_norm: 3.0059 2020-10-15 11:51:32,607 - mmaction - INFO - Epoch [39][360/1743] lr: 1.000e-02, eta: 1 day, 7:41:22, time: 0.848, data_time: 0.248, memory: 3025, loss_cls: 2.4198, loss: 2.4198, grad_norm: 3.0259 2020-10-15 11:51:48,900 - mmaction - INFO - Epoch [39][380/1743] lr: 1.000e-02, eta: 1 day, 7:40:53, time: 0.815, data_time: 0.237, memory: 3025, loss_cls: 2.4165, loss: 2.4165, grad_norm: 3.0071 2020-10-15 11:52:06,854 - mmaction - INFO - Epoch [39][400/1743] lr: 1.000e-02, eta: 1 day, 7:40:27, time: 0.899, data_time: 0.277, memory: 3025, loss_cls: 2.4179, loss: 2.4179, grad_norm: 2.9810 2020-10-15 11:52:23,304 - mmaction - INFO - Epoch [39][420/1743] lr: 1.000e-02, eta: 1 day, 7:39:58, time: 0.822, data_time: 0.112, memory: 3025, loss_cls: 2.3913, loss: 2.3913, grad_norm: 3.0294 2020-10-15 11:52:40,165 - mmaction - INFO - Epoch [39][440/1743] lr: 1.000e-02, eta: 1 day, 7:39:30, time: 0.842, data_time: 0.022, memory: 3025, loss_cls: 2.3983, loss: 2.3983, grad_norm: 2.9959 2020-10-15 11:52:56,148 - mmaction - INFO - Epoch [39][460/1743] lr: 1.000e-02, eta: 1 day, 7:39:00, time: 0.798, data_time: 0.012, memory: 3025, loss_cls: 2.4477, loss: 2.4477, grad_norm: 3.0209 2020-10-15 11:53:12,425 - mmaction - INFO - Epoch [39][480/1743] lr: 1.000e-02, eta: 1 day, 7:38:31, time: 0.816, data_time: 0.004, memory: 3025, loss_cls: 2.4598, loss: 2.4598, grad_norm: 3.0471 2020-10-15 11:53:28,335 - mmaction - INFO - Epoch [39][500/1743] lr: 1.000e-02, eta: 1 day, 7:38:02, time: 0.792, data_time: 0.002, memory: 3025, loss_cls: 2.3964, loss: 2.3964, grad_norm: 2.9707 2020-10-15 11:53:44,910 - mmaction - INFO - Epoch [39][520/1743] lr: 1.000e-02, eta: 1 day, 7:37:33, time: 0.824, data_time: 0.008, memory: 3025, loss_cls: 2.4554, loss: 2.4554, grad_norm: 3.0408 2020-10-15 11:54:00,887 - mmaction - INFO - Epoch [39][540/1743] lr: 1.000e-02, eta: 1 day, 7:37:03, time: 0.803, data_time: 0.009, memory: 3025, loss_cls: 2.4142, loss: 2.4142, grad_norm: 2.9557 2020-10-15 11:54:16,768 - mmaction - INFO - Epoch [39][560/1743] lr: 1.000e-02, eta: 1 day, 7:36:34, time: 0.795, data_time: 0.009, memory: 3025, loss_cls: 2.4026, loss: 2.4026, grad_norm: 2.9965 2020-10-15 11:54:33,594 - mmaction - INFO - Epoch [39][580/1743] lr: 1.000e-02, eta: 1 day, 7:36:06, time: 0.843, data_time: 0.007, memory: 3025, loss_cls: 2.4051, loss: 2.4051, grad_norm: 3.0397 2020-10-15 11:54:49,571 - mmaction - INFO - Epoch [39][600/1743] lr: 1.000e-02, eta: 1 day, 7:35:36, time: 0.799, data_time: 0.006, memory: 3025, loss_cls: 2.4526, loss: 2.4526, grad_norm: 2.9944 2020-10-15 11:55:05,520 - mmaction - INFO - Epoch [39][620/1743] lr: 1.000e-02, eta: 1 day, 7:35:07, time: 0.799, data_time: 0.004, memory: 3025, loss_cls: 2.4120, loss: 2.4120, grad_norm: 2.9793 2020-10-15 11:55:21,830 - mmaction - INFO - Epoch [39][640/1743] lr: 1.000e-02, eta: 1 day, 7:34:38, time: 0.816, data_time: 0.006, memory: 3025, loss_cls: 2.4248, loss: 2.4248, grad_norm: 3.0110 2020-10-15 11:55:38,616 - mmaction - INFO - Epoch [39][660/1743] lr: 1.000e-02, eta: 1 day, 7:34:09, time: 0.833, data_time: 0.003, memory: 3025, loss_cls: 2.4053, loss: 2.4053, grad_norm: 2.9649 2020-10-15 11:55:54,538 - mmaction - INFO - Epoch [39][680/1743] lr: 1.000e-02, eta: 1 day, 7:33:40, time: 0.802, data_time: 0.009, memory: 3025, loss_cls: 2.4319, loss: 2.4319, grad_norm: 2.9974 2020-10-15 11:56:11,008 - mmaction - INFO - Epoch [39][700/1743] lr: 1.000e-02, eta: 1 day, 7:33:11, time: 0.822, data_time: 0.004, memory: 3025, loss_cls: 2.4702, loss: 2.4702, grad_norm: 3.0406 2020-10-15 11:56:27,563 - mmaction - INFO - Epoch [39][720/1743] lr: 1.000e-02, eta: 1 day, 7:32:42, time: 0.822, data_time: 0.043, memory: 3025, loss_cls: 2.4734, loss: 2.4734, grad_norm: 3.0659 2020-10-15 11:56:43,664 - mmaction - INFO - Epoch [39][740/1743] lr: 1.000e-02, eta: 1 day, 7:32:13, time: 0.811, data_time: 0.010, memory: 3025, loss_cls: 2.4287, loss: 2.4287, grad_norm: 3.0286 2020-10-15 11:56:59,350 - mmaction - INFO - Epoch [39][760/1743] lr: 1.000e-02, eta: 1 day, 7:31:44, time: 0.784, data_time: 0.004, memory: 3025, loss_cls: 2.4097, loss: 2.4097, grad_norm: 3.0495 2020-10-15 11:57:15,578 - mmaction - INFO - Epoch [39][780/1743] lr: 1.000e-02, eta: 1 day, 7:31:14, time: 0.809, data_time: 0.081, memory: 3025, loss_cls: 2.4104, loss: 2.4104, grad_norm: 3.0445 2020-10-15 11:57:32,144 - mmaction - INFO - Epoch [39][800/1743] lr: 1.000e-02, eta: 1 day, 7:30:46, time: 0.825, data_time: 0.330, memory: 3025, loss_cls: 2.4106, loss: 2.4106, grad_norm: 3.0387 2020-10-15 11:57:48,887 - mmaction - INFO - Epoch [39][820/1743] lr: 1.000e-02, eta: 1 day, 7:30:18, time: 0.841, data_time: 0.084, memory: 3025, loss_cls: 2.4498, loss: 2.4498, grad_norm: 3.0474 2020-10-15 11:58:05,472 - mmaction - INFO - Epoch [39][840/1743] lr: 1.000e-02, eta: 1 day, 7:29:49, time: 0.828, data_time: 0.141, memory: 3025, loss_cls: 2.4217, loss: 2.4217, grad_norm: 2.9532 2020-10-15 11:58:22,024 - mmaction - INFO - Epoch [39][860/1743] lr: 1.000e-02, eta: 1 day, 7:29:21, time: 0.833, data_time: 0.139, memory: 3025, loss_cls: 2.3805, loss: 2.3805, grad_norm: 3.0099 2020-10-15 11:58:37,710 - mmaction - INFO - Epoch [39][880/1743] lr: 1.000e-02, eta: 1 day, 7:28:51, time: 0.781, data_time: 0.070, memory: 3025, loss_cls: 2.4394, loss: 2.4394, grad_norm: 3.0389 2020-10-15 11:58:54,154 - mmaction - INFO - Epoch [39][900/1743] lr: 1.000e-02, eta: 1 day, 7:28:22, time: 0.826, data_time: 0.163, memory: 3025, loss_cls: 2.4069, loss: 2.4069, grad_norm: 3.0162 2020-10-15 11:59:10,622 - mmaction - INFO - Epoch [39][920/1743] lr: 1.000e-02, eta: 1 day, 7:27:54, time: 0.822, data_time: 0.137, memory: 3025, loss_cls: 2.4220, loss: 2.4220, grad_norm: 3.0026 2020-10-15 11:59:27,456 - mmaction - INFO - Epoch [39][940/1743] lr: 1.000e-02, eta: 1 day, 7:27:26, time: 0.839, data_time: 0.029, memory: 3025, loss_cls: 2.4141, loss: 2.4141, grad_norm: 3.0097 2020-10-15 11:59:43,444 - mmaction - INFO - Epoch [39][960/1743] lr: 1.000e-02, eta: 1 day, 7:26:56, time: 0.800, data_time: 0.057, memory: 3025, loss_cls: 2.4120, loss: 2.4120, grad_norm: 2.9887 2020-10-15 11:59:59,670 - mmaction - INFO - Epoch [39][980/1743] lr: 1.000e-02, eta: 1 day, 7:26:27, time: 0.810, data_time: 0.007, memory: 3025, loss_cls: 2.4169, loss: 2.4169, grad_norm: 3.0442 2020-10-15 12:00:15,792 - mmaction - INFO - Epoch [39][1000/1743] lr: 1.000e-02, eta: 1 day, 7:25:58, time: 0.808, data_time: 0.007, memory: 3025, loss_cls: 2.3728, loss: 2.3728, grad_norm: 2.9610 2020-10-15 12:00:32,872 - mmaction - INFO - Epoch [39][1020/1743] lr: 1.000e-02, eta: 1 day, 7:25:31, time: 0.853, data_time: 0.004, memory: 3025, loss_cls: 2.4088, loss: 2.4088, grad_norm: 2.9914 2020-10-15 12:00:48,561 - mmaction - INFO - Epoch [39][1040/1743] lr: 1.000e-02, eta: 1 day, 7:25:01, time: 0.784, data_time: 0.008, memory: 3025, loss_cls: 2.4006, loss: 2.4006, grad_norm: 2.9633 2020-10-15 12:01:04,413 - mmaction - INFO - Epoch [39][1060/1743] lr: 1.000e-02, eta: 1 day, 7:24:31, time: 0.794, data_time: 0.006, memory: 3025, loss_cls: 2.4080, loss: 2.4080, grad_norm: 2.9682 2020-10-15 12:01:21,051 - mmaction - INFO - Epoch [39][1080/1743] lr: 1.000e-02, eta: 1 day, 7:24:03, time: 0.824, data_time: 0.003, memory: 3025, loss_cls: 2.4189, loss: 2.4189, grad_norm: 3.0209 2020-10-15 12:01:36,968 - mmaction - INFO - Epoch [39][1100/1743] lr: 1.000e-02, eta: 1 day, 7:23:34, time: 0.806, data_time: 0.013, memory: 3025, loss_cls: 2.4298, loss: 2.4298, grad_norm: 3.0397 2020-10-15 12:01:53,204 - mmaction - INFO - Epoch [39][1120/1743] lr: 1.000e-02, eta: 1 day, 7:23:04, time: 0.801, data_time: 0.002, memory: 3025, loss_cls: 2.4453, loss: 2.4453, grad_norm: 3.0049 2020-10-15 12:02:09,785 - mmaction - INFO - Epoch [39][1140/1743] lr: 1.000e-02, eta: 1 day, 7:22:36, time: 0.838, data_time: 0.046, memory: 3025, loss_cls: 2.4087, loss: 2.4087, grad_norm: 2.9724 2020-10-15 12:02:26,023 - mmaction - INFO - Epoch [39][1160/1743] lr: 1.000e-02, eta: 1 day, 7:22:07, time: 0.804, data_time: 0.261, memory: 3025, loss_cls: 2.4360, loss: 2.4360, grad_norm: 2.9987 2020-10-15 12:02:43,028 - mmaction - INFO - Epoch [39][1180/1743] lr: 1.000e-02, eta: 1 day, 7:21:40, time: 0.855, data_time: 0.287, memory: 3025, loss_cls: 2.4513, loss: 2.4513, grad_norm: 3.1416 2020-10-15 12:03:00,184 - mmaction - INFO - Epoch [39][1200/1743] lr: 1.000e-02, eta: 1 day, 7:21:12, time: 0.858, data_time: 0.133, memory: 3025, loss_cls: 2.4135, loss: 2.4135, grad_norm: 3.0185 2020-10-15 12:03:16,530 - mmaction - INFO - Epoch [39][1220/1743] lr: 1.000e-02, eta: 1 day, 7:20:44, time: 0.818, data_time: 0.013, memory: 3025, loss_cls: 2.3871, loss: 2.3871, grad_norm: 2.9451 2020-10-15 12:03:33,319 - mmaction - INFO - Epoch [39][1240/1743] lr: 1.000e-02, eta: 1 day, 7:20:16, time: 0.843, data_time: 0.207, memory: 3025, loss_cls: 2.4303, loss: 2.4303, grad_norm: 2.9962 2020-10-15 12:03:50,289 - mmaction - INFO - Epoch [39][1260/1743] lr: 1.000e-02, eta: 1 day, 7:19:48, time: 0.848, data_time: 0.105, memory: 3025, loss_cls: 2.4118, loss: 2.4118, grad_norm: 3.0035 2020-10-15 12:04:06,787 - mmaction - INFO - Epoch [39][1280/1743] lr: 1.000e-02, eta: 1 day, 7:19:20, time: 0.822, data_time: 0.002, memory: 3025, loss_cls: 2.4268, loss: 2.4268, grad_norm: 3.0575 2020-10-15 12:04:23,274 - mmaction - INFO - Epoch [39][1300/1743] lr: 1.000e-02, eta: 1 day, 7:18:51, time: 0.827, data_time: 0.015, memory: 3025, loss_cls: 2.4306, loss: 2.4306, grad_norm: 3.0101 2020-10-15 12:04:40,787 - mmaction - INFO - Epoch [39][1320/1743] lr: 1.000e-02, eta: 1 day, 7:18:24, time: 0.870, data_time: 0.022, memory: 3025, loss_cls: 2.4510, loss: 2.4510, grad_norm: 3.0581 2020-10-15 12:04:58,037 - mmaction - INFO - Epoch [39][1340/1743] lr: 1.000e-02, eta: 1 day, 7:17:57, time: 0.864, data_time: 0.067, memory: 3025, loss_cls: 2.4208, loss: 2.4208, grad_norm: 3.0085 2020-10-15 12:05:14,084 - mmaction - INFO - Epoch [39][1360/1743] lr: 1.000e-02, eta: 1 day, 7:17:28, time: 0.800, data_time: 0.021, memory: 3025, loss_cls: 2.4183, loss: 2.4183, grad_norm: 3.0090 2020-10-15 12:05:30,837 - mmaction - INFO - Epoch [39][1380/1743] lr: 1.000e-02, eta: 1 day, 7:17:00, time: 0.841, data_time: 0.202, memory: 3025, loss_cls: 2.3816, loss: 2.3816, grad_norm: 2.9594 2020-10-15 12:05:47,732 - mmaction - INFO - Epoch [39][1400/1743] lr: 1.000e-02, eta: 1 day, 7:16:32, time: 0.836, data_time: 0.326, memory: 3025, loss_cls: 2.3989, loss: 2.3989, grad_norm: 2.9897 2020-10-15 12:06:04,383 - mmaction - INFO - Epoch [39][1420/1743] lr: 1.000e-02, eta: 1 day, 7:16:04, time: 0.840, data_time: 0.317, memory: 3025, loss_cls: 2.3766, loss: 2.3766, grad_norm: 2.9519 2020-10-15 12:06:20,715 - mmaction - INFO - Epoch [39][1440/1743] lr: 1.000e-02, eta: 1 day, 7:15:35, time: 0.817, data_time: 0.342, memory: 3025, loss_cls: 2.4311, loss: 2.4311, grad_norm: 3.0356 2020-10-15 12:06:37,592 - mmaction - INFO - Epoch [39][1460/1743] lr: 1.000e-02, eta: 1 day, 7:15:08, time: 0.843, data_time: 0.313, memory: 3025, loss_cls: 2.4600, loss: 2.4600, grad_norm: 3.0024 2020-10-15 12:06:54,804 - mmaction - INFO - Epoch [39][1480/1743] lr: 1.000e-02, eta: 1 day, 7:14:40, time: 0.861, data_time: 0.358, memory: 3025, loss_cls: 2.4271, loss: 2.4271, grad_norm: 3.0269 2020-10-15 12:07:11,493 - mmaction - INFO - Epoch [39][1500/1743] lr: 1.000e-02, eta: 1 day, 7:14:12, time: 0.830, data_time: 0.338, memory: 3025, loss_cls: 2.4310, loss: 2.4310, grad_norm: 3.0212 2020-10-15 12:07:28,393 - mmaction - INFO - Epoch [39][1520/1743] lr: 1.000e-02, eta: 1 day, 7:13:45, time: 0.851, data_time: 0.309, memory: 3025, loss_cls: 2.4492, loss: 2.4492, grad_norm: 3.0440 2020-10-15 12:07:44,346 - mmaction - INFO - Epoch [39][1540/1743] lr: 1.000e-02, eta: 1 day, 7:13:15, time: 0.793, data_time: 0.364, memory: 3025, loss_cls: 2.3930, loss: 2.3930, grad_norm: 2.9918 2020-10-15 12:08:01,054 - mmaction - INFO - Epoch [39][1560/1743] lr: 1.000e-02, eta: 1 day, 7:12:47, time: 0.839, data_time: 0.367, memory: 3025, loss_cls: 2.4133, loss: 2.4133, grad_norm: 2.9714 2020-10-15 12:08:18,244 - mmaction - INFO - Epoch [39][1580/1743] lr: 1.000e-02, eta: 1 day, 7:12:20, time: 0.859, data_time: 0.393, memory: 3025, loss_cls: 2.3988, loss: 2.3988, grad_norm: 2.9473 2020-10-15 12:08:35,027 - mmaction - INFO - Epoch [39][1600/1743] lr: 1.000e-02, eta: 1 day, 7:11:52, time: 0.837, data_time: 0.318, memory: 3025, loss_cls: 2.4238, loss: 2.4238, grad_norm: 2.9931 2020-10-15 12:08:51,777 - mmaction - INFO - Epoch [39][1620/1743] lr: 1.000e-02, eta: 1 day, 7:11:24, time: 0.842, data_time: 0.213, memory: 3025, loss_cls: 2.4704, loss: 2.4704, grad_norm: 3.0908 2020-10-15 12:09:07,941 - mmaction - INFO - Epoch [39][1640/1743] lr: 1.000e-02, eta: 1 day, 7:10:56, time: 0.808, data_time: 0.210, memory: 3025, loss_cls: 2.4691, loss: 2.4691, grad_norm: 2.9887 2020-10-15 12:09:24,734 - mmaction - INFO - Epoch [39][1660/1743] lr: 1.000e-02, eta: 1 day, 7:10:28, time: 0.840, data_time: 0.279, memory: 3025, loss_cls: 2.4042, loss: 2.4042, grad_norm: 2.9732 2020-10-15 12:09:41,554 - mmaction - INFO - Epoch [39][1680/1743] lr: 1.000e-02, eta: 1 day, 7:10:00, time: 0.843, data_time: 0.376, memory: 3025, loss_cls: 2.4252, loss: 2.4252, grad_norm: 3.0839 2020-10-15 12:09:57,608 - mmaction - INFO - Epoch [39][1700/1743] lr: 1.000e-02, eta: 1 day, 7:09:31, time: 0.799, data_time: 0.297, memory: 3025, loss_cls: 2.4269, loss: 2.4269, grad_norm: 2.9961 2020-10-15 12:10:13,960 - mmaction - INFO - Epoch [39][1720/1743] lr: 1.000e-02, eta: 1 day, 7:09:02, time: 0.820, data_time: 0.122, memory: 3025, loss_cls: 2.4364, loss: 2.4364, grad_norm: 3.0721 2020-10-15 12:10:30,698 - mmaction - INFO - Epoch [39][1740/1743] lr: 1.000e-02, eta: 1 day, 7:08:35, time: 0.838, data_time: 0.097, memory: 3025, loss_cls: 2.3905, loss: 2.3905, grad_norm: 2.9383 2020-10-15 12:11:48,886 - mmaction - INFO - Epoch [40][20/1743] lr: 1.000e-02, eta: 1 day, 7:09:04, time: 2.931, data_time: 2.097, memory: 3025, loss_cls: 2.4044, loss: 2.4044, grad_norm: 2.9765 2020-10-15 12:12:06,125 - mmaction - INFO - Epoch [40][40/1743] lr: 1.000e-02, eta: 1 day, 7:08:37, time: 0.858, data_time: 0.011, memory: 3025, loss_cls: 2.4151, loss: 2.4151, grad_norm: 2.9943 2020-10-15 12:12:23,082 - mmaction - INFO - Epoch [40][60/1743] lr: 1.000e-02, eta: 1 day, 7:08:09, time: 0.848, data_time: 0.009, memory: 3025, loss_cls: 2.3934, loss: 2.3934, grad_norm: 2.9811 2020-10-15 12:12:39,630 - mmaction - INFO - Epoch [40][80/1743] lr: 1.000e-02, eta: 1 day, 7:07:41, time: 0.833, data_time: 0.008, memory: 3025, loss_cls: 2.3891, loss: 2.3891, grad_norm: 2.9832 2020-10-15 12:12:56,622 - mmaction - INFO - Epoch [40][100/1743] lr: 1.000e-02, eta: 1 day, 7:07:14, time: 0.849, data_time: 0.004, memory: 3025, loss_cls: 2.3992, loss: 2.3992, grad_norm: 2.9617 2020-10-15 12:13:12,644 - mmaction - INFO - Epoch [40][120/1743] lr: 1.000e-02, eta: 1 day, 7:06:45, time: 0.801, data_time: 0.005, memory: 3025, loss_cls: 2.3970, loss: 2.3970, grad_norm: 2.9828 2020-10-15 12:13:29,007 - mmaction - INFO - Epoch [40][140/1743] lr: 1.000e-02, eta: 1 day, 7:06:16, time: 0.813, data_time: 0.004, memory: 3025, loss_cls: 2.4111, loss: 2.4111, grad_norm: 2.9729 2020-10-15 12:13:44,799 - mmaction - INFO - Epoch [40][160/1743] lr: 1.000e-02, eta: 1 day, 7:05:47, time: 0.797, data_time: 0.009, memory: 3025, loss_cls: 2.3692, loss: 2.3692, grad_norm: 2.9682 2020-10-15 12:14:00,886 - mmaction - INFO - Epoch [40][180/1743] lr: 1.000e-02, eta: 1 day, 7:05:18, time: 0.802, data_time: 0.002, memory: 3025, loss_cls: 2.4366, loss: 2.4366, grad_norm: 3.0346 2020-10-15 12:14:16,309 - mmaction - INFO - Epoch [40][200/1743] lr: 1.000e-02, eta: 1 day, 7:04:48, time: 0.770, data_time: 0.004, memory: 3025, loss_cls: 2.4278, loss: 2.4278, grad_norm: 3.0196 2020-10-15 12:14:33,071 - mmaction - INFO - Epoch [40][220/1743] lr: 1.000e-02, eta: 1 day, 7:04:20, time: 0.839, data_time: 0.009, memory: 3025, loss_cls: 2.4100, loss: 2.4100, grad_norm: 2.9699 2020-10-15 12:14:50,147 - mmaction - INFO - Epoch [40][240/1743] lr: 1.000e-02, eta: 1 day, 7:03:53, time: 0.854, data_time: 0.006, memory: 3025, loss_cls: 2.4089, loss: 2.4089, grad_norm: 3.0910 2020-10-15 12:15:07,147 - mmaction - INFO - Epoch [40][260/1743] lr: 1.000e-02, eta: 1 day, 7:03:26, time: 0.849, data_time: 0.003, memory: 3025, loss_cls: 2.3530, loss: 2.3530, grad_norm: 2.9250 2020-10-15 12:15:23,713 - mmaction - INFO - Epoch [40][280/1743] lr: 1.000e-02, eta: 1 day, 7:02:57, time: 0.826, data_time: 0.005, memory: 3025, loss_cls: 2.4326, loss: 2.4326, grad_norm: 2.9888 2020-10-15 12:15:40,881 - mmaction - INFO - Epoch [40][300/1743] lr: 1.000e-02, eta: 1 day, 7:02:30, time: 0.863, data_time: 0.006, memory: 3025, loss_cls: 2.3694, loss: 2.3694, grad_norm: 2.9662 2020-10-15 12:15:57,519 - mmaction - INFO - Epoch [40][320/1743] lr: 1.000e-02, eta: 1 day, 7:02:02, time: 0.820, data_time: 0.002, memory: 3025, loss_cls: 2.4074, loss: 2.4074, grad_norm: 3.0126 2020-10-15 12:16:14,556 - mmaction - INFO - Epoch [40][340/1743] lr: 1.000e-02, eta: 1 day, 7:01:35, time: 0.858, data_time: 0.015, memory: 3025, loss_cls: 2.3996, loss: 2.3996, grad_norm: 2.9968 2020-10-15 12:16:31,040 - mmaction - INFO - Epoch [40][360/1743] lr: 1.000e-02, eta: 1 day, 7:01:07, time: 0.829, data_time: 0.007, memory: 3025, loss_cls: 2.4142, loss: 2.4142, grad_norm: 3.0145 2020-10-15 12:16:47,696 - mmaction - INFO - Epoch [40][380/1743] lr: 1.000e-02, eta: 1 day, 7:00:39, time: 0.831, data_time: 0.001, memory: 3025, loss_cls: 2.4154, loss: 2.4154, grad_norm: 3.0805 2020-10-15 12:17:04,588 - mmaction - INFO - Epoch [40][400/1743] lr: 1.000e-02, eta: 1 day, 7:00:11, time: 0.841, data_time: 0.004, memory: 3025, loss_cls: 2.4005, loss: 2.4005, grad_norm: 3.0057 2020-10-15 12:17:21,276 - mmaction - INFO - Epoch [40][420/1743] lr: 1.000e-02, eta: 1 day, 6:59:43, time: 0.837, data_time: 0.007, memory: 3025, loss_cls: 2.4305, loss: 2.4305, grad_norm: 3.0437 2020-10-15 12:17:38,047 - mmaction - INFO - Epoch [40][440/1743] lr: 1.000e-02, eta: 1 day, 6:59:16, time: 0.836, data_time: 0.004, memory: 3025, loss_cls: 2.4337, loss: 2.4337, grad_norm: 3.0919 2020-10-15 12:17:55,415 - mmaction - INFO - Epoch [40][460/1743] lr: 1.000e-02, eta: 1 day, 6:58:49, time: 0.871, data_time: 0.005, memory: 3025, loss_cls: 2.3768, loss: 2.3768, grad_norm: 2.9334 2020-10-15 12:18:11,925 - mmaction - INFO - Epoch [40][480/1743] lr: 1.000e-02, eta: 1 day, 6:58:21, time: 0.825, data_time: 0.006, memory: 3025, loss_cls: 2.3897, loss: 2.3897, grad_norm: 3.0045 2020-10-15 12:18:28,411 - mmaction - INFO - Epoch [40][500/1743] lr: 1.000e-02, eta: 1 day, 6:57:53, time: 0.824, data_time: 0.005, memory: 3025, loss_cls: 2.4167, loss: 2.4167, grad_norm: 2.9976 2020-10-15 12:18:44,473 - mmaction - INFO - Epoch [40][520/1743] lr: 1.000e-02, eta: 1 day, 6:57:24, time: 0.801, data_time: 0.004, memory: 3025, loss_cls: 2.4181, loss: 2.4181, grad_norm: 3.0610 2020-10-15 12:19:01,624 - mmaction - INFO - Epoch [40][540/1743] lr: 1.000e-02, eta: 1 day, 6:56:57, time: 0.860, data_time: 0.007, memory: 3025, loss_cls: 2.4246, loss: 2.4246, grad_norm: 2.9780 2020-10-15 12:19:18,399 - mmaction - INFO - Epoch [40][560/1743] lr: 1.000e-02, eta: 1 day, 6:56:29, time: 0.837, data_time: 0.005, memory: 3025, loss_cls: 2.4239, loss: 2.4239, grad_norm: 3.0441 2020-10-15 12:19:34,981 - mmaction - INFO - Epoch [40][580/1743] lr: 1.000e-02, eta: 1 day, 6:56:01, time: 0.832, data_time: 0.006, memory: 3025, loss_cls: 2.4304, loss: 2.4304, grad_norm: 3.0582 2020-10-15 12:19:51,496 - mmaction - INFO - Epoch [40][600/1743] lr: 1.000e-02, eta: 1 day, 6:55:33, time: 0.822, data_time: 0.004, memory: 3025, loss_cls: 2.4135, loss: 2.4135, grad_norm: 3.0376 2020-10-15 12:20:07,973 - mmaction - INFO - Epoch [40][620/1743] lr: 1.000e-02, eta: 1 day, 6:55:05, time: 0.828, data_time: 0.007, memory: 3025, loss_cls: 2.3778, loss: 2.3778, grad_norm: 2.9649 2020-10-15 12:20:23,734 - mmaction - INFO - Epoch [40][640/1743] lr: 1.000e-02, eta: 1 day, 6:54:35, time: 0.784, data_time: 0.004, memory: 3025, loss_cls: 2.3756, loss: 2.3756, grad_norm: 2.9223 2020-10-15 12:20:39,559 - mmaction - INFO - Epoch [40][660/1743] lr: 1.000e-02, eta: 1 day, 6:54:06, time: 0.790, data_time: 0.007, memory: 3025, loss_cls: 2.3920, loss: 2.3920, grad_norm: 2.9844 2020-10-15 12:20:55,913 - mmaction - INFO - Epoch [40][680/1743] lr: 1.000e-02, eta: 1 day, 6:53:38, time: 0.818, data_time: 0.007, memory: 3025, loss_cls: 2.4603, loss: 2.4603, grad_norm: 3.0491 2020-10-15 12:21:12,893 - mmaction - INFO - Epoch [40][700/1743] lr: 1.000e-02, eta: 1 day, 6:53:11, time: 0.845, data_time: 0.018, memory: 3025, loss_cls: 2.4637, loss: 2.4637, grad_norm: 3.0423 2020-10-15 12:21:29,280 - mmaction - INFO - Epoch [40][720/1743] lr: 1.000e-02, eta: 1 day, 6:52:42, time: 0.823, data_time: 0.013, memory: 3025, loss_cls: 2.4309, loss: 2.4309, grad_norm: 3.0056 2020-10-15 12:21:46,710 - mmaction - INFO - Epoch [40][740/1743] lr: 1.000e-02, eta: 1 day, 6:52:16, time: 0.875, data_time: 0.008, memory: 3025, loss_cls: 2.4286, loss: 2.4286, grad_norm: 3.0164 2020-10-15 12:22:02,958 - mmaction - INFO - Epoch [40][760/1743] lr: 1.000e-02, eta: 1 day, 6:51:48, time: 0.816, data_time: 0.007, memory: 3025, loss_cls: 2.4069, loss: 2.4069, grad_norm: 3.0876 2020-10-15 12:22:19,684 - mmaction - INFO - Epoch [40][780/1743] lr: 1.000e-02, eta: 1 day, 6:51:20, time: 0.835, data_time: 0.002, memory: 3025, loss_cls: 2.3829, loss: 2.3829, grad_norm: 2.9307 2020-10-15 12:22:36,255 - mmaction - INFO - Epoch [40][800/1743] lr: 1.000e-02, eta: 1 day, 6:50:52, time: 0.828, data_time: 0.003, memory: 3025, loss_cls: 2.4085, loss: 2.4085, grad_norm: 3.0481 2020-10-15 12:22:52,581 - mmaction - INFO - Epoch [40][820/1743] lr: 1.000e-02, eta: 1 day, 6:50:24, time: 0.815, data_time: 0.005, memory: 3025, loss_cls: 2.4362, loss: 2.4362, grad_norm: 3.0214 2020-10-15 12:23:08,528 - mmaction - INFO - Epoch [40][840/1743] lr: 1.000e-02, eta: 1 day, 6:49:55, time: 0.792, data_time: 0.004, memory: 3025, loss_cls: 2.4192, loss: 2.4192, grad_norm: 3.0619 2020-10-15 12:23:24,998 - mmaction - INFO - Epoch [40][860/1743] lr: 1.000e-02, eta: 1 day, 6:49:27, time: 0.822, data_time: 0.009, memory: 3025, loss_cls: 2.3687, loss: 2.3687, grad_norm: 2.9667 2020-10-15 12:23:41,303 - mmaction - INFO - Epoch [40][880/1743] lr: 1.000e-02, eta: 1 day, 6:48:59, time: 0.825, data_time: 0.011, memory: 3025, loss_cls: 2.4102, loss: 2.4102, grad_norm: 3.0144 2020-10-15 12:23:57,750 - mmaction - INFO - Epoch [40][900/1743] lr: 1.000e-02, eta: 1 day, 6:48:30, time: 0.819, data_time: 0.003, memory: 3025, loss_cls: 2.3931, loss: 2.3931, grad_norm: 3.0231 2020-10-15 12:24:13,814 - mmaction - INFO - Epoch [40][920/1743] lr: 1.000e-02, eta: 1 day, 6:48:02, time: 0.798, data_time: 0.004, memory: 3025, loss_cls: 2.4440, loss: 2.4440, grad_norm: 3.1071 2020-10-15 12:24:30,134 - mmaction - INFO - Epoch [40][940/1743] lr: 1.000e-02, eta: 1 day, 6:47:33, time: 0.820, data_time: 0.008, memory: 3025, loss_cls: 2.4059, loss: 2.4059, grad_norm: 3.0278 2020-10-15 12:24:46,568 - mmaction - INFO - Epoch [40][960/1743] lr: 1.000e-02, eta: 1 day, 6:47:05, time: 0.825, data_time: 0.008, memory: 3025, loss_cls: 2.4329, loss: 2.4329, grad_norm: 2.9653 2020-10-15 12:25:03,801 - mmaction - INFO - Epoch [40][980/1743] lr: 1.000e-02, eta: 1 day, 6:46:38, time: 0.856, data_time: 0.002, memory: 3025, loss_cls: 2.4449, loss: 2.4449, grad_norm: 3.1059 2020-10-15 12:25:20,315 - mmaction - INFO - Epoch [40][1000/1743] lr: 1.000e-02, eta: 1 day, 6:46:10, time: 0.827, data_time: 0.008, memory: 3025, loss_cls: 2.4375, loss: 2.4375, grad_norm: 2.9906 2020-10-15 12:25:36,863 - mmaction - INFO - Epoch [40][1020/1743] lr: 1.000e-02, eta: 1 day, 6:45:43, time: 0.829, data_time: 0.012, memory: 3025, loss_cls: 2.4400, loss: 2.4400, grad_norm: 3.0444 2020-10-15 12:25:53,099 - mmaction - INFO - Epoch [40][1040/1743] lr: 1.000e-02, eta: 1 day, 6:45:14, time: 0.811, data_time: 0.006, memory: 3025, loss_cls: 2.4058, loss: 2.4058, grad_norm: 2.9578 2020-10-15 12:26:09,261 - mmaction - INFO - Epoch [40][1060/1743] lr: 1.000e-02, eta: 1 day, 6:44:46, time: 0.808, data_time: 0.007, memory: 3025, loss_cls: 2.4226, loss: 2.4226, grad_norm: 3.0399 2020-10-15 12:26:26,102 - mmaction - INFO - Epoch [40][1080/1743] lr: 1.000e-02, eta: 1 day, 6:44:18, time: 0.844, data_time: 0.010, memory: 3025, loss_cls: 2.4444, loss: 2.4444, grad_norm: 3.0495 2020-10-15 12:26:42,357 - mmaction - INFO - Epoch [40][1100/1743] lr: 1.000e-02, eta: 1 day, 6:43:50, time: 0.808, data_time: 0.006, memory: 3025, loss_cls: 2.4298, loss: 2.4298, grad_norm: 2.9269 2020-10-15 12:26:58,676 - mmaction - INFO - Epoch [40][1120/1743] lr: 1.000e-02, eta: 1 day, 6:43:22, time: 0.820, data_time: 0.008, memory: 3025, loss_cls: 2.4194, loss: 2.4194, grad_norm: 3.0257 2020-10-15 12:27:14,856 - mmaction - INFO - Epoch [40][1140/1743] lr: 1.000e-02, eta: 1 day, 6:42:54, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.4490, loss: 2.4490, grad_norm: 2.9932 2020-10-15 12:27:31,356 - mmaction - INFO - Epoch [40][1160/1743] lr: 1.000e-02, eta: 1 day, 6:42:26, time: 0.824, data_time: 0.005, memory: 3025, loss_cls: 2.4505, loss: 2.4505, grad_norm: 3.0062 2020-10-15 12:27:47,554 - mmaction - INFO - Epoch [40][1180/1743] lr: 1.000e-02, eta: 1 day, 6:41:57, time: 0.809, data_time: 0.004, memory: 3025, loss_cls: 2.4159, loss: 2.4159, grad_norm: 2.9803 2020-10-15 12:28:03,582 - mmaction - INFO - Epoch [40][1200/1743] lr: 1.000e-02, eta: 1 day, 6:41:29, time: 0.804, data_time: 0.006, memory: 3025, loss_cls: 2.4051, loss: 2.4051, grad_norm: 3.0184 2020-10-15 12:28:19,256 - mmaction - INFO - Epoch [40][1220/1743] lr: 1.000e-02, eta: 1 day, 6:40:59, time: 0.780, data_time: 0.003, memory: 3025, loss_cls: 2.3798, loss: 2.3798, grad_norm: 2.9522 2020-10-15 12:28:35,854 - mmaction - INFO - Epoch [40][1240/1743] lr: 1.000e-02, eta: 1 day, 6:40:32, time: 0.831, data_time: 0.009, memory: 3025, loss_cls: 2.4262, loss: 2.4262, grad_norm: 3.1192 2020-10-15 12:28:52,780 - mmaction - INFO - Epoch [40][1260/1743] lr: 1.000e-02, eta: 1 day, 6:40:05, time: 0.847, data_time: 0.004, memory: 3025, loss_cls: 2.4238, loss: 2.4238, grad_norm: 3.0451 2020-10-15 12:29:08,937 - mmaction - INFO - Epoch [40][1280/1743] lr: 1.000e-02, eta: 1 day, 6:39:36, time: 0.809, data_time: 0.004, memory: 3025, loss_cls: 2.4041, loss: 2.4041, grad_norm: 3.0275 2020-10-15 12:29:25,118 - mmaction - INFO - Epoch [40][1300/1743] lr: 1.000e-02, eta: 1 day, 6:39:08, time: 0.807, data_time: 0.002, memory: 3025, loss_cls: 2.4693, loss: 2.4693, grad_norm: 3.0901 2020-10-15 12:29:40,755 - mmaction - INFO - Epoch [40][1320/1743] lr: 1.000e-02, eta: 1 day, 6:38:39, time: 0.781, data_time: 0.005, memory: 3025, loss_cls: 2.4069, loss: 2.4069, grad_norm: 2.9869 2020-10-15 12:29:56,772 - mmaction - INFO - Epoch [40][1340/1743] lr: 1.000e-02, eta: 1 day, 6:38:10, time: 0.799, data_time: 0.005, memory: 3025, loss_cls: 2.4157, loss: 2.4157, grad_norm: 3.0566 2020-10-15 12:30:13,285 - mmaction - INFO - Epoch [40][1360/1743] lr: 1.000e-02, eta: 1 day, 6:37:42, time: 0.826, data_time: 0.008, memory: 3025, loss_cls: 2.3944, loss: 2.3944, grad_norm: 3.0134 2020-10-15 12:30:29,362 - mmaction - INFO - Epoch [40][1380/1743] lr: 1.000e-02, eta: 1 day, 6:37:14, time: 0.804, data_time: 0.008, memory: 3025, loss_cls: 2.4307, loss: 2.4307, grad_norm: 3.0322 2020-10-15 12:30:45,187 - mmaction - INFO - Epoch [40][1400/1743] lr: 1.000e-02, eta: 1 day, 6:36:45, time: 0.792, data_time: 0.006, memory: 3025, loss_cls: 2.3943, loss: 2.3943, grad_norm: 2.9904 2020-10-15 12:31:01,403 - mmaction - INFO - Epoch [40][1420/1743] lr: 1.000e-02, eta: 1 day, 6:36:17, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.4165, loss: 2.4165, grad_norm: 2.9977 2020-10-15 12:31:17,975 - mmaction - INFO - Epoch [40][1440/1743] lr: 1.000e-02, eta: 1 day, 6:35:49, time: 0.827, data_time: 0.005, memory: 3025, loss_cls: 2.3887, loss: 2.3887, grad_norm: 2.9576 2020-10-15 12:31:34,796 - mmaction - INFO - Epoch [40][1460/1743] lr: 1.000e-02, eta: 1 day, 6:35:22, time: 0.843, data_time: 0.004, memory: 3025, loss_cls: 2.4406, loss: 2.4406, grad_norm: 2.9791 2020-10-15 12:31:51,534 - mmaction - INFO - Epoch [40][1480/1743] lr: 1.000e-02, eta: 1 day, 6:34:54, time: 0.838, data_time: 0.006, memory: 3025, loss_cls: 2.4392, loss: 2.4392, grad_norm: 2.9732 2020-10-15 12:32:08,321 - mmaction - INFO - Epoch [40][1500/1743] lr: 1.000e-02, eta: 1 day, 6:34:27, time: 0.840, data_time: 0.003, memory: 3025, loss_cls: 2.4259, loss: 2.4259, grad_norm: 3.0396 2020-10-15 12:32:25,284 - mmaction - INFO - Epoch [40][1520/1743] lr: 1.000e-02, eta: 1 day, 6:34:00, time: 0.839, data_time: 0.002, memory: 3025, loss_cls: 2.4287, loss: 2.4287, grad_norm: 3.0080 2020-10-15 12:32:42,026 - mmaction - INFO - Epoch [40][1540/1743] lr: 1.000e-02, eta: 1 day, 6:33:32, time: 0.846, data_time: 0.011, memory: 3025, loss_cls: 2.4207, loss: 2.4207, grad_norm: 3.0247 2020-10-15 12:32:58,482 - mmaction - INFO - Epoch [40][1560/1743] lr: 1.000e-02, eta: 1 day, 6:33:04, time: 0.816, data_time: 0.001, memory: 3025, loss_cls: 2.3739, loss: 2.3739, grad_norm: 2.9802 2020-10-15 12:33:14,976 - mmaction - INFO - Epoch [40][1580/1743] lr: 1.000e-02, eta: 1 day, 6:32:37, time: 0.830, data_time: 0.007, memory: 3025, loss_cls: 2.4262, loss: 2.4262, grad_norm: 3.0579 2020-10-15 12:33:31,694 - mmaction - INFO - Epoch [40][1600/1743] lr: 1.000e-02, eta: 1 day, 6:32:09, time: 0.833, data_time: 0.003, memory: 3025, loss_cls: 2.4236, loss: 2.4236, grad_norm: 3.0385 2020-10-15 12:33:47,870 - mmaction - INFO - Epoch [40][1620/1743] lr: 1.000e-02, eta: 1 day, 6:31:41, time: 0.811, data_time: 0.009, memory: 3025, loss_cls: 2.3938, loss: 2.3938, grad_norm: 2.9968 2020-10-15 12:34:04,141 - mmaction - INFO - Epoch [40][1640/1743] lr: 1.000e-02, eta: 1 day, 6:31:13, time: 0.804, data_time: 0.002, memory: 3025, loss_cls: 2.3969, loss: 2.3969, grad_norm: 2.9805 2020-10-15 12:34:20,378 - mmaction - INFO - Epoch [40][1660/1743] lr: 1.000e-02, eta: 1 day, 6:30:45, time: 0.819, data_time: 0.014, memory: 3025, loss_cls: 2.4055, loss: 2.4055, grad_norm: 3.0013 2020-10-15 12:34:36,631 - mmaction - INFO - Epoch [40][1680/1743] lr: 1.000e-02, eta: 1 day, 6:30:17, time: 0.816, data_time: 0.008, memory: 3025, loss_cls: 2.4567, loss: 2.4567, grad_norm: 3.0783 2020-10-15 12:34:53,137 - mmaction - INFO - Epoch [40][1700/1743] lr: 1.000e-02, eta: 1 day, 6:29:49, time: 0.826, data_time: 0.003, memory: 3025, loss_cls: 2.4076, loss: 2.4076, grad_norm: 3.0219 2020-10-15 12:35:09,506 - mmaction - INFO - Epoch [40][1720/1743] lr: 1.000e-02, eta: 1 day, 6:29:21, time: 0.815, data_time: 0.003, memory: 3025, loss_cls: 2.4339, loss: 2.4339, grad_norm: 3.0319 2020-10-15 12:35:25,563 - mmaction - INFO - Epoch [40][1740/1743] lr: 1.000e-02, eta: 1 day, 6:28:53, time: 0.806, data_time: 0.009, memory: 3025, loss_cls: 2.4369, loss: 2.4369, grad_norm: 2.9946 2020-10-15 12:35:28,460 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-10-15 12:37:15,126 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-15 12:37:20,870 - mmaction - INFO - mean_average_precision 0.6804 2020-10-15 12:37:20,903 - mmaction - INFO - Epoch(val) [40][1743] mean_average_precision: 0.6804 2020-10-15 12:37:47,860 - mmaction - INFO - Epoch [41][20/1743] lr: 1.000e-03, eta: 1 day, 6:28:33, time: 1.344, data_time: 0.926, memory: 3025, loss_cls: 2.3404, loss: 2.3404, grad_norm: 2.9000 2020-10-15 12:38:03,905 - mmaction - INFO - Epoch [41][40/1743] lr: 1.000e-03, eta: 1 day, 6:28:04, time: 0.804, data_time: 0.325, memory: 3025, loss_cls: 2.3836, loss: 2.3836, grad_norm: 2.9401 2020-10-15 12:38:19,726 - mmaction - INFO - Epoch [41][60/1743] lr: 1.000e-03, eta: 1 day, 6:27:36, time: 0.793, data_time: 0.315, memory: 3025, loss_cls: 2.3222, loss: 2.3222, grad_norm: 2.8656 2020-10-15 12:38:35,670 - mmaction - INFO - Epoch [41][80/1743] lr: 1.000e-03, eta: 1 day, 6:27:07, time: 0.795, data_time: 0.328, memory: 3025, loss_cls: 2.3488, loss: 2.3488, grad_norm: 2.9035 2020-10-15 12:38:51,424 - mmaction - INFO - Epoch [41][100/1743] lr: 1.000e-03, eta: 1 day, 6:26:38, time: 0.789, data_time: 0.320, memory: 3025, loss_cls: 2.3352, loss: 2.3352, grad_norm: 2.8829 2020-10-15 12:39:08,040 - mmaction - INFO - Epoch [41][120/1743] lr: 1.000e-03, eta: 1 day, 6:26:11, time: 0.832, data_time: 0.349, memory: 3025, loss_cls: 2.3486, loss: 2.3486, grad_norm: 2.8976 2020-10-15 12:39:24,717 - mmaction - INFO - Epoch [41][140/1743] lr: 1.000e-03, eta: 1 day, 6:25:43, time: 0.832, data_time: 0.322, memory: 3025, loss_cls: 2.3360, loss: 2.3360, grad_norm: 2.9072 2020-10-15 12:39:41,676 - mmaction - INFO - Epoch [41][160/1743] lr: 1.000e-03, eta: 1 day, 6:25:16, time: 0.848, data_time: 0.193, memory: 3025, loss_cls: 2.3193, loss: 2.3193, grad_norm: 2.9008 2020-10-15 12:39:58,030 - mmaction - INFO - Epoch [41][180/1743] lr: 1.000e-03, eta: 1 day, 6:24:49, time: 0.817, data_time: 0.344, memory: 3025, loss_cls: 2.3223, loss: 2.3223, grad_norm: 2.9084 2020-10-15 12:40:14,442 - mmaction - INFO - Epoch [41][200/1743] lr: 1.000e-03, eta: 1 day, 6:24:21, time: 0.820, data_time: 0.286, memory: 3025, loss_cls: 2.3869, loss: 2.3869, grad_norm: 2.9390 2020-10-15 12:40:31,205 - mmaction - INFO - Epoch [41][220/1743] lr: 1.000e-03, eta: 1 day, 6:23:53, time: 0.833, data_time: 0.184, memory: 3025, loss_cls: 2.3215, loss: 2.3215, grad_norm: 2.8806 2020-10-15 12:40:48,332 - mmaction - INFO - Epoch [41][240/1743] lr: 1.000e-03, eta: 1 day, 6:23:27, time: 0.856, data_time: 0.149, memory: 3025, loss_cls: 2.3289, loss: 2.3289, grad_norm: 2.8981 2020-10-15 12:41:03,685 - mmaction - INFO - Epoch [41][260/1743] lr: 1.000e-03, eta: 1 day, 6:22:57, time: 0.771, data_time: 0.044, memory: 3025, loss_cls: 2.2663, loss: 2.2663, grad_norm: 2.8431 2020-10-15 12:41:19,745 - mmaction - INFO - Epoch [41][280/1743] lr: 1.000e-03, eta: 1 day, 6:22:29, time: 0.805, data_time: 0.030, memory: 3025, loss_cls: 2.3347, loss: 2.3347, grad_norm: 2.8755 2020-10-15 12:41:36,497 - mmaction - INFO - Epoch [41][300/1743] lr: 1.000e-03, eta: 1 day, 6:22:02, time: 0.839, data_time: 0.105, memory: 3025, loss_cls: 2.3103, loss: 2.3103, grad_norm: 2.8887 2020-10-15 12:41:52,488 - mmaction - INFO - Epoch [41][320/1743] lr: 1.000e-03, eta: 1 day, 6:21:34, time: 0.798, data_time: 0.199, memory: 3025, loss_cls: 2.3320, loss: 2.3320, grad_norm: 2.8641 2020-10-15 12:42:08,456 - mmaction - INFO - Epoch [41][340/1743] lr: 1.000e-03, eta: 1 day, 6:21:05, time: 0.799, data_time: 0.131, memory: 3025, loss_cls: 2.2964, loss: 2.2964, grad_norm: 2.8954 2020-10-15 12:42:25,299 - mmaction - INFO - Epoch [41][360/1743] lr: 1.000e-03, eta: 1 day, 6:20:38, time: 0.841, data_time: 0.119, memory: 3025, loss_cls: 2.3026, loss: 2.3026, grad_norm: 2.8639 2020-10-15 12:42:41,933 - mmaction - INFO - Epoch [41][380/1743] lr: 1.000e-03, eta: 1 day, 6:20:11, time: 0.830, data_time: 0.081, memory: 3025, loss_cls: 2.3423, loss: 2.3423, grad_norm: 2.9157 2020-10-15 12:42:58,321 - mmaction - INFO - Epoch [41][400/1743] lr: 1.000e-03, eta: 1 day, 6:19:43, time: 0.819, data_time: 0.008, memory: 3025, loss_cls: 2.3104, loss: 2.3104, grad_norm: 2.8833 2020-10-15 12:43:15,233 - mmaction - INFO - Epoch [41][420/1743] lr: 1.000e-03, eta: 1 day, 6:19:16, time: 0.852, data_time: 0.006, memory: 3025, loss_cls: 2.2924, loss: 2.2924, grad_norm: 2.8572 2020-10-15 12:43:31,475 - mmaction - INFO - Epoch [41][440/1743] lr: 1.000e-03, eta: 1 day, 6:18:48, time: 0.809, data_time: 0.002, memory: 3025, loss_cls: 2.3190, loss: 2.3190, grad_norm: 2.8783 2020-10-15 12:43:48,047 - mmaction - INFO - Epoch [41][460/1743] lr: 1.000e-03, eta: 1 day, 6:18:20, time: 0.828, data_time: 0.004, memory: 3025, loss_cls: 2.3128, loss: 2.3128, grad_norm: 2.8951 2020-10-15 12:44:04,070 - mmaction - INFO - Epoch [41][480/1743] lr: 1.000e-03, eta: 1 day, 6:17:52, time: 0.797, data_time: 0.005, memory: 3025, loss_cls: 2.3456, loss: 2.3456, grad_norm: 2.9017 2020-10-15 12:44:19,489 - mmaction - INFO - Epoch [41][500/1743] lr: 1.000e-03, eta: 1 day, 6:17:23, time: 0.772, data_time: 0.008, memory: 3025, loss_cls: 2.2668, loss: 2.2668, grad_norm: 2.8190 2020-10-15 12:44:35,394 - mmaction - INFO - Epoch [41][520/1743] lr: 1.000e-03, eta: 1 day, 6:16:55, time: 0.798, data_time: 0.007, memory: 3025, loss_cls: 2.2933, loss: 2.2933, grad_norm: 2.8741 2020-10-15 12:44:51,614 - mmaction - INFO - Epoch [41][540/1743] lr: 1.000e-03, eta: 1 day, 6:16:27, time: 0.808, data_time: 0.005, memory: 3025, loss_cls: 2.3170, loss: 2.3170, grad_norm: 2.9050 2020-10-15 12:45:07,798 - mmaction - INFO - Epoch [41][560/1743] lr: 1.000e-03, eta: 1 day, 6:15:58, time: 0.803, data_time: 0.009, memory: 3025, loss_cls: 2.2856, loss: 2.2856, grad_norm: 2.8466 2020-10-15 12:45:24,055 - mmaction - INFO - Epoch [41][580/1743] lr: 1.000e-03, eta: 1 day, 6:15:31, time: 0.821, data_time: 0.015, memory: 3025, loss_cls: 2.3179, loss: 2.3179, grad_norm: 2.8931 2020-10-15 12:45:40,180 - mmaction - INFO - Epoch [41][600/1743] lr: 1.000e-03, eta: 1 day, 6:15:03, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.3115, loss: 2.3115, grad_norm: 2.8590 2020-10-15 12:45:55,596 - mmaction - INFO - Epoch [41][620/1743] lr: 1.000e-03, eta: 1 day, 6:14:34, time: 0.773, data_time: 0.005, memory: 3025, loss_cls: 2.3001, loss: 2.3001, grad_norm: 2.9015 2020-10-15 12:46:12,263 - mmaction - INFO - Epoch [41][640/1743] lr: 1.000e-03, eta: 1 day, 6:14:06, time: 0.831, data_time: 0.003, memory: 3025, loss_cls: 2.3028, loss: 2.3028, grad_norm: 2.8870 2020-10-15 12:46:28,567 - mmaction - INFO - Epoch [41][660/1743] lr: 1.000e-03, eta: 1 day, 6:13:38, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.2498, loss: 2.2498, grad_norm: 2.8485 2020-10-15 12:46:44,553 - mmaction - INFO - Epoch [41][680/1743] lr: 1.000e-03, eta: 1 day, 6:13:10, time: 0.797, data_time: 0.009, memory: 3025, loss_cls: 2.2847, loss: 2.2847, grad_norm: 2.8784 2020-10-15 12:47:00,598 - mmaction - INFO - Epoch [41][700/1743] lr: 1.000e-03, eta: 1 day, 6:12:42, time: 0.807, data_time: 0.013, memory: 3025, loss_cls: 2.2989, loss: 2.2989, grad_norm: 2.9099 2020-10-15 12:47:16,952 - mmaction - INFO - Epoch [41][720/1743] lr: 1.000e-03, eta: 1 day, 6:12:14, time: 0.819, data_time: 0.005, memory: 3025, loss_cls: 2.3332, loss: 2.3332, grad_norm: 2.9087 2020-10-15 12:47:33,471 - mmaction - INFO - Epoch [41][740/1743] lr: 1.000e-03, eta: 1 day, 6:11:47, time: 0.825, data_time: 0.004, memory: 3025, loss_cls: 2.3199, loss: 2.3199, grad_norm: 2.9055 2020-10-15 12:47:49,746 - mmaction - INFO - Epoch [41][760/1743] lr: 1.000e-03, eta: 1 day, 6:11:19, time: 0.815, data_time: 0.005, memory: 3025, loss_cls: 2.2877, loss: 2.2877, grad_norm: 2.9508 2020-10-15 12:48:05,717 - mmaction - INFO - Epoch [41][780/1743] lr: 1.000e-03, eta: 1 day, 6:10:51, time: 0.799, data_time: 0.004, memory: 3025, loss_cls: 2.2760, loss: 2.2760, grad_norm: 2.8784 2020-10-15 12:48:22,130 - mmaction - INFO - Epoch [41][800/1743] lr: 1.000e-03, eta: 1 day, 6:10:23, time: 0.816, data_time: 0.006, memory: 3025, loss_cls: 2.2964, loss: 2.2964, grad_norm: 2.9003 2020-10-15 12:48:38,416 - mmaction - INFO - Epoch [41][820/1743] lr: 1.000e-03, eta: 1 day, 6:09:55, time: 0.813, data_time: 0.010, memory: 3025, loss_cls: 2.2865, loss: 2.2865, grad_norm: 2.8852 2020-10-15 12:48:54,696 - mmaction - INFO - Epoch [41][840/1743] lr: 1.000e-03, eta: 1 day, 6:09:28, time: 0.819, data_time: 0.011, memory: 3025, loss_cls: 2.2459, loss: 2.2459, grad_norm: 2.8663 2020-10-15 12:49:10,528 - mmaction - INFO - Epoch [41][860/1743] lr: 1.000e-03, eta: 1 day, 6:08:59, time: 0.792, data_time: 0.006, memory: 3025, loss_cls: 2.2947, loss: 2.2947, grad_norm: 2.8523 2020-10-15 12:49:26,545 - mmaction - INFO - Epoch [41][880/1743] lr: 1.000e-03, eta: 1 day, 6:08:31, time: 0.799, data_time: 0.004, memory: 3025, loss_cls: 2.2775, loss: 2.2775, grad_norm: 2.9015 2020-10-15 12:49:43,117 - mmaction - INFO - Epoch [41][900/1743] lr: 1.000e-03, eta: 1 day, 6:08:04, time: 0.832, data_time: 0.009, memory: 3025, loss_cls: 2.3155, loss: 2.3155, grad_norm: 2.9204 2020-10-15 12:49:59,476 - mmaction - INFO - Epoch [41][920/1743] lr: 1.000e-03, eta: 1 day, 6:07:36, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.2562, loss: 2.2562, grad_norm: 2.8993 2020-10-15 12:50:15,965 - mmaction - INFO - Epoch [41][940/1743] lr: 1.000e-03, eta: 1 day, 6:07:09, time: 0.830, data_time: 0.012, memory: 3025, loss_cls: 2.2611, loss: 2.2611, grad_norm: 2.9160 2020-10-15 12:50:32,812 - mmaction - INFO - Epoch [41][960/1743] lr: 1.000e-03, eta: 1 day, 6:06:42, time: 0.841, data_time: 0.008, memory: 3025, loss_cls: 2.3153, loss: 2.3153, grad_norm: 2.9428 2020-10-15 12:50:49,390 - mmaction - INFO - Epoch [41][980/1743] lr: 1.000e-03, eta: 1 day, 6:06:15, time: 0.832, data_time: 0.007, memory: 3025, loss_cls: 2.2716, loss: 2.2716, grad_norm: 2.8861 2020-10-15 12:51:05,038 - mmaction - INFO - Epoch [41][1000/1743] lr: 1.000e-03, eta: 1 day, 6:05:46, time: 0.779, data_time: 0.002, memory: 3025, loss_cls: 2.2874, loss: 2.2874, grad_norm: 2.8893 2020-10-15 12:51:21,614 - mmaction - INFO - Epoch [41][1020/1743] lr: 1.000e-03, eta: 1 day, 6:05:19, time: 0.828, data_time: 0.006, memory: 3025, loss_cls: 2.2622, loss: 2.2622, grad_norm: 2.9108 2020-10-15 12:51:38,182 - mmaction - INFO - Epoch [41][1040/1743] lr: 1.000e-03, eta: 1 day, 6:04:51, time: 0.831, data_time: 0.009, memory: 3025, loss_cls: 2.2751, loss: 2.2751, grad_norm: 2.8851 2020-10-15 12:51:54,794 - mmaction - INFO - Epoch [41][1060/1743] lr: 1.000e-03, eta: 1 day, 6:04:24, time: 0.832, data_time: 0.004, memory: 3025, loss_cls: 2.2952, loss: 2.2952, grad_norm: 2.9800 2020-10-15 12:52:11,300 - mmaction - INFO - Epoch [41][1080/1743] lr: 1.000e-03, eta: 1 day, 6:03:57, time: 0.816, data_time: 0.004, memory: 3025, loss_cls: 2.2931, loss: 2.2931, grad_norm: 2.9111 2020-10-15 12:52:27,974 - mmaction - INFO - Epoch [41][1100/1743] lr: 1.000e-03, eta: 1 day, 6:03:30, time: 0.840, data_time: 0.015, memory: 3025, loss_cls: 2.2795, loss: 2.2795, grad_norm: 2.8899 2020-10-15 12:52:43,850 - mmaction - INFO - Epoch [41][1120/1743] lr: 1.000e-03, eta: 1 day, 6:03:01, time: 0.794, data_time: 0.005, memory: 3025, loss_cls: 2.2885, loss: 2.2885, grad_norm: 2.9338 2020-10-15 12:53:00,610 - mmaction - INFO - Epoch [41][1140/1743] lr: 1.000e-03, eta: 1 day, 6:02:34, time: 0.841, data_time: 0.007, memory: 3025, loss_cls: 2.2462, loss: 2.2462, grad_norm: 2.8728 2020-10-15 12:53:16,374 - mmaction - INFO - Epoch [41][1160/1743] lr: 1.000e-03, eta: 1 day, 6:02:06, time: 0.787, data_time: 0.003, memory: 3025, loss_cls: 2.3041, loss: 2.3041, grad_norm: 2.9472 2020-10-15 12:53:32,500 - mmaction - INFO - Epoch [41][1180/1743] lr: 1.000e-03, eta: 1 day, 6:01:38, time: 0.798, data_time: 0.004, memory: 3025, loss_cls: 2.3009, loss: 2.3009, grad_norm: 2.9608 2020-10-15 12:53:49,107 - mmaction - INFO - Epoch [41][1200/1743] lr: 1.000e-03, eta: 1 day, 6:01:11, time: 0.837, data_time: 0.013, memory: 3025, loss_cls: 2.2573, loss: 2.2573, grad_norm: 2.8856 2020-10-15 12:54:05,546 - mmaction - INFO - Epoch [41][1220/1743] lr: 1.000e-03, eta: 1 day, 6:00:43, time: 0.821, data_time: 0.008, memory: 3025, loss_cls: 2.2878, loss: 2.2878, grad_norm: 2.8606 2020-10-15 12:54:21,577 - mmaction - INFO - Epoch [41][1240/1743] lr: 1.000e-03, eta: 1 day, 6:00:15, time: 0.799, data_time: 0.015, memory: 3025, loss_cls: 2.2787, loss: 2.2787, grad_norm: 2.9405 2020-10-15 12:54:38,428 - mmaction - INFO - Epoch [41][1260/1743] lr: 1.000e-03, eta: 1 day, 5:59:49, time: 0.843, data_time: 0.010, memory: 3025, loss_cls: 2.3029, loss: 2.3029, grad_norm: 2.9241 2020-10-15 12:54:54,754 - mmaction - INFO - Epoch [41][1280/1743] lr: 1.000e-03, eta: 1 day, 5:59:21, time: 0.822, data_time: 0.008, memory: 3025, loss_cls: 2.2871, loss: 2.2871, grad_norm: 2.9424 2020-10-15 12:55:11,163 - mmaction - INFO - Epoch [41][1300/1743] lr: 1.000e-03, eta: 1 day, 5:58:54, time: 0.819, data_time: 0.003, memory: 3025, loss_cls: 2.3076, loss: 2.3076, grad_norm: 2.9468 2020-10-15 12:55:27,684 - mmaction - INFO - Epoch [41][1320/1743] lr: 1.000e-03, eta: 1 day, 5:58:26, time: 0.819, data_time: 0.008, memory: 3025, loss_cls: 2.2960, loss: 2.2960, grad_norm: 2.8763 2020-10-15 12:55:44,213 - mmaction - INFO - Epoch [41][1340/1743] lr: 1.000e-03, eta: 1 day, 5:57:59, time: 0.833, data_time: 0.012, memory: 3025, loss_cls: 2.2671, loss: 2.2671, grad_norm: 2.9342 2020-10-15 12:56:00,301 - mmaction - INFO - Epoch [41][1360/1743] lr: 1.000e-03, eta: 1 day, 5:57:31, time: 0.805, data_time: 0.006, memory: 3025, loss_cls: 2.2622, loss: 2.2622, grad_norm: 2.8910 2020-10-15 12:56:16,715 - mmaction - INFO - Epoch [41][1380/1743] lr: 1.000e-03, eta: 1 day, 5:57:04, time: 0.822, data_time: 0.009, memory: 3025, loss_cls: 2.3511, loss: 2.3511, grad_norm: 2.9599 2020-10-15 12:56:33,236 - mmaction - INFO - Epoch [41][1400/1743] lr: 1.000e-03, eta: 1 day, 5:56:37, time: 0.822, data_time: 0.003, memory: 3025, loss_cls: 2.3184, loss: 2.3184, grad_norm: 2.9305 2020-10-15 12:56:49,237 - mmaction - INFO - Epoch [41][1420/1743] lr: 1.000e-03, eta: 1 day, 5:56:09, time: 0.799, data_time: 0.006, memory: 3025, loss_cls: 2.2674, loss: 2.2674, grad_norm: 2.8989 2020-10-15 12:57:05,275 - mmaction - INFO - Epoch [41][1440/1743] lr: 1.000e-03, eta: 1 day, 5:55:41, time: 0.803, data_time: 0.009, memory: 3025, loss_cls: 2.2704, loss: 2.2704, grad_norm: 2.8785 2020-10-15 12:57:21,230 - mmaction - INFO - Epoch [41][1460/1743] lr: 1.000e-03, eta: 1 day, 5:55:13, time: 0.799, data_time: 0.005, memory: 3025, loss_cls: 2.2939, loss: 2.2939, grad_norm: 2.9578 2020-10-15 12:57:37,473 - mmaction - INFO - Epoch [41][1480/1743] lr: 1.000e-03, eta: 1 day, 5:54:45, time: 0.811, data_time: 0.005, memory: 3025, loss_cls: 2.2636, loss: 2.2636, grad_norm: 2.9103 2020-10-15 12:57:54,034 - mmaction - INFO - Epoch [41][1500/1743] lr: 1.000e-03, eta: 1 day, 5:54:18, time: 0.829, data_time: 0.005, memory: 3025, loss_cls: 2.2502, loss: 2.2502, grad_norm: 2.9103 2020-10-15 12:58:10,657 - mmaction - INFO - Epoch [41][1520/1743] lr: 1.000e-03, eta: 1 day, 5:53:51, time: 0.834, data_time: 0.005, memory: 3025, loss_cls: 2.2665, loss: 2.2665, grad_norm: 2.9521 2020-10-15 12:58:26,639 - mmaction - INFO - Epoch [41][1540/1743] lr: 1.000e-03, eta: 1 day, 5:53:23, time: 0.795, data_time: 0.002, memory: 3025, loss_cls: 2.2706, loss: 2.2706, grad_norm: 2.9168 2020-10-15 12:58:42,837 - mmaction - INFO - Epoch [41][1560/1743] lr: 1.000e-03, eta: 1 day, 5:52:55, time: 0.808, data_time: 0.005, memory: 3025, loss_cls: 2.3022, loss: 2.3022, grad_norm: 2.9231 2020-10-15 12:58:59,070 - mmaction - INFO - Epoch [41][1580/1743] lr: 1.000e-03, eta: 1 day, 5:52:28, time: 0.814, data_time: 0.010, memory: 3025, loss_cls: 2.2818, loss: 2.2818, grad_norm: 2.9384 2020-10-15 12:59:15,535 - mmaction - INFO - Epoch [41][1600/1743] lr: 1.000e-03, eta: 1 day, 5:52:00, time: 0.827, data_time: 0.007, memory: 3025, loss_cls: 2.2818, loss: 2.2818, grad_norm: 2.9041 2020-10-15 12:59:31,543 - mmaction - INFO - Epoch [41][1620/1743] lr: 1.000e-03, eta: 1 day, 5:51:32, time: 0.792, data_time: 0.001, memory: 3025, loss_cls: 2.2952, loss: 2.2952, grad_norm: 2.9100 2020-10-15 12:59:47,385 - mmaction - INFO - Epoch [41][1640/1743] lr: 1.000e-03, eta: 1 day, 5:51:04, time: 0.795, data_time: 0.010, memory: 3025, loss_cls: 2.2643, loss: 2.2643, grad_norm: 2.9908 2020-10-15 13:00:03,963 - mmaction - INFO - Epoch [41][1660/1743] lr: 1.000e-03, eta: 1 day, 5:50:37, time: 0.831, data_time: 0.009, memory: 3025, loss_cls: 2.2779, loss: 2.2779, grad_norm: 2.9215 2020-10-15 13:00:20,136 - mmaction - INFO - Epoch [41][1680/1743] lr: 1.000e-03, eta: 1 day, 5:50:10, time: 0.808, data_time: 0.006, memory: 3025, loss_cls: 2.2756, loss: 2.2756, grad_norm: 2.9438 2020-10-15 13:00:36,359 - mmaction - INFO - Epoch [41][1700/1743] lr: 1.000e-03, eta: 1 day, 5:49:42, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.2909, loss: 2.2909, grad_norm: 2.9237 2020-10-15 13:00:53,242 - mmaction - INFO - Epoch [41][1720/1743] lr: 1.000e-03, eta: 1 day, 5:49:15, time: 0.844, data_time: 0.004, memory: 3025, loss_cls: 2.2771, loss: 2.2771, grad_norm: 2.9171 2020-10-15 13:01:09,635 - mmaction - INFO - Epoch [41][1740/1743] lr: 1.000e-03, eta: 1 day, 5:48:48, time: 0.813, data_time: 0.005, memory: 3025, loss_cls: 2.3128, loss: 2.3128, grad_norm: 2.9424 2020-10-15 13:02:08,745 - mmaction - INFO - Epoch [42][20/1743] lr: 1.000e-03, eta: 1 day, 5:49:02, time: 2.523, data_time: 1.683, memory: 3025, loss_cls: 2.2728, loss: 2.2728, grad_norm: 2.9445 2020-10-15 13:02:25,986 - mmaction - INFO - Epoch [42][40/1743] lr: 1.000e-03, eta: 1 day, 5:48:36, time: 0.867, data_time: 0.097, memory: 3025, loss_cls: 2.2622, loss: 2.2622, grad_norm: 2.9116 2020-10-15 13:02:42,950 - mmaction - INFO - Epoch [42][60/1743] lr: 1.000e-03, eta: 1 day, 5:48:09, time: 0.841, data_time: 0.333, memory: 3025, loss_cls: 2.2438, loss: 2.2438, grad_norm: 2.9039 2020-10-15 13:02:59,902 - mmaction - INFO - Epoch [42][80/1743] lr: 1.000e-03, eta: 1 day, 5:47:43, time: 0.852, data_time: 0.417, memory: 3025, loss_cls: 2.2697, loss: 2.2697, grad_norm: 2.9345 2020-10-15 13:03:16,362 - mmaction - INFO - Epoch [42][100/1743] lr: 1.000e-03, eta: 1 day, 5:47:16, time: 0.819, data_time: 0.340, memory: 3025, loss_cls: 2.2623, loss: 2.2623, grad_norm: 2.8824 2020-10-15 13:03:32,608 - mmaction - INFO - Epoch [42][120/1743] lr: 1.000e-03, eta: 1 day, 5:46:48, time: 0.815, data_time: 0.333, memory: 3025, loss_cls: 2.2953, loss: 2.2953, grad_norm: 2.9337 2020-10-15 13:03:48,853 - mmaction - INFO - Epoch [42][140/1743] lr: 1.000e-03, eta: 1 day, 5:46:21, time: 0.811, data_time: 0.319, memory: 3025, loss_cls: 2.2408, loss: 2.2408, grad_norm: 2.8787 2020-10-15 13:04:04,878 - mmaction - INFO - Epoch [42][160/1743] lr: 1.000e-03, eta: 1 day, 5:45:53, time: 0.799, data_time: 0.321, memory: 3025, loss_cls: 2.2832, loss: 2.2832, grad_norm: 2.9280 2020-10-15 13:04:21,208 - mmaction - INFO - Epoch [42][180/1743] lr: 1.000e-03, eta: 1 day, 5:45:25, time: 0.817, data_time: 0.322, memory: 3025, loss_cls: 2.2591, loss: 2.2591, grad_norm: 2.9477 2020-10-15 13:04:36,179 - mmaction - INFO - Epoch [42][200/1743] lr: 1.000e-03, eta: 1 day, 5:44:56, time: 0.751, data_time: 0.284, memory: 3025, loss_cls: 2.2777, loss: 2.2777, grad_norm: 2.9584 2020-10-15 13:04:52,365 - mmaction - INFO - Epoch [42][220/1743] lr: 1.000e-03, eta: 1 day, 5:44:28, time: 0.811, data_time: 0.341, memory: 3025, loss_cls: 2.2776, loss: 2.2776, grad_norm: 2.9660 2020-10-15 13:05:08,922 - mmaction - INFO - Epoch [42][240/1743] lr: 1.000e-03, eta: 1 day, 5:44:01, time: 0.823, data_time: 0.306, memory: 3025, loss_cls: 2.3061, loss: 2.3061, grad_norm: 2.9571 2020-10-15 13:05:25,076 - mmaction - INFO - Epoch [42][260/1743] lr: 1.000e-03, eta: 1 day, 5:43:34, time: 0.809, data_time: 0.273, memory: 3025, loss_cls: 2.2725, loss: 2.2725, grad_norm: 2.9225 2020-10-15 13:05:40,770 - mmaction - INFO - Epoch [42][280/1743] lr: 1.000e-03, eta: 1 day, 5:43:06, time: 0.787, data_time: 0.214, memory: 3025, loss_cls: 2.3007, loss: 2.3007, grad_norm: 2.9466 2020-10-15 13:05:57,344 - mmaction - INFO - Epoch [42][300/1743] lr: 1.000e-03, eta: 1 day, 5:42:39, time: 0.831, data_time: 0.348, memory: 3025, loss_cls: 2.2896, loss: 2.2896, grad_norm: 2.9404 2020-10-15 13:06:13,350 - mmaction - INFO - Epoch [42][320/1743] lr: 1.000e-03, eta: 1 day, 5:42:11, time: 0.795, data_time: 0.342, memory: 3025, loss_cls: 2.2734, loss: 2.2734, grad_norm: 3.0252 2020-10-15 13:06:29,755 - mmaction - INFO - Epoch [42][340/1743] lr: 1.000e-03, eta: 1 day, 5:41:44, time: 0.821, data_time: 0.320, memory: 3025, loss_cls: 2.2946, loss: 2.2946, grad_norm: 2.9843 2020-10-15 13:06:45,323 - mmaction - INFO - Epoch [42][360/1743] lr: 1.000e-03, eta: 1 day, 5:41:15, time: 0.780, data_time: 0.326, memory: 3025, loss_cls: 2.2945, loss: 2.2945, grad_norm: 2.9460 2020-10-15 13:07:01,599 - mmaction - INFO - Epoch [42][380/1743] lr: 1.000e-03, eta: 1 day, 5:40:48, time: 0.815, data_time: 0.334, memory: 3025, loss_cls: 2.2530, loss: 2.2530, grad_norm: 2.8875 2020-10-15 13:07:17,420 - mmaction - INFO - Epoch [42][400/1743] lr: 1.000e-03, eta: 1 day, 5:40:20, time: 0.784, data_time: 0.315, memory: 3025, loss_cls: 2.2707, loss: 2.2707, grad_norm: 2.9076 2020-10-15 13:07:33,114 - mmaction - INFO - Epoch [42][420/1743] lr: 1.000e-03, eta: 1 day, 5:39:51, time: 0.791, data_time: 0.349, memory: 3025, loss_cls: 2.2710, loss: 2.2710, grad_norm: 2.9593 2020-10-15 13:07:48,669 - mmaction - INFO - Epoch [42][440/1743] lr: 1.000e-03, eta: 1 day, 5:39:23, time: 0.777, data_time: 0.352, memory: 3025, loss_cls: 2.2662, loss: 2.2662, grad_norm: 2.9624 2020-10-15 13:08:04,681 - mmaction - INFO - Epoch [42][460/1743] lr: 1.000e-03, eta: 1 day, 5:38:55, time: 0.802, data_time: 0.352, memory: 3025, loss_cls: 2.2613, loss: 2.2613, grad_norm: 2.9556 2020-10-15 13:08:21,174 - mmaction - INFO - Epoch [42][480/1743] lr: 1.000e-03, eta: 1 day, 5:38:28, time: 0.820, data_time: 0.345, memory: 3025, loss_cls: 2.2449, loss: 2.2449, grad_norm: 2.9579 2020-10-15 13:08:36,618 - mmaction - INFO - Epoch [42][500/1743] lr: 1.000e-03, eta: 1 day, 5:38:00, time: 0.776, data_time: 0.334, memory: 3025, loss_cls: 2.2982, loss: 2.2982, grad_norm: 2.9946 2020-10-15 13:08:52,998 - mmaction - INFO - Epoch [42][520/1743] lr: 1.000e-03, eta: 1 day, 5:37:33, time: 0.819, data_time: 0.343, memory: 3025, loss_cls: 2.2770, loss: 2.2770, grad_norm: 2.9721 2020-10-15 13:09:08,591 - mmaction - INFO - Epoch [42][540/1743] lr: 1.000e-03, eta: 1 day, 5:37:04, time: 0.772, data_time: 0.332, memory: 3025, loss_cls: 2.2892, loss: 2.2892, grad_norm: 2.9864 2020-10-15 13:09:24,826 - mmaction - INFO - Epoch [42][560/1743] lr: 1.000e-03, eta: 1 day, 5:36:37, time: 0.819, data_time: 0.361, memory: 3025, loss_cls: 2.2544, loss: 2.2544, grad_norm: 2.9561 2020-10-15 13:09:40,889 - mmaction - INFO - Epoch [42][580/1743] lr: 1.000e-03, eta: 1 day, 5:36:09, time: 0.797, data_time: 0.319, memory: 3025, loss_cls: 2.2824, loss: 2.2824, grad_norm: 2.9662 2020-10-15 13:09:56,245 - mmaction - INFO - Epoch [42][600/1743] lr: 1.000e-03, eta: 1 day, 5:35:41, time: 0.775, data_time: 0.327, memory: 3025, loss_cls: 2.2460, loss: 2.2460, grad_norm: 2.9033 2020-10-15 13:10:13,086 - mmaction - INFO - Epoch [42][620/1743] lr: 1.000e-03, eta: 1 day, 5:35:14, time: 0.839, data_time: 0.292, memory: 3025, loss_cls: 2.2631, loss: 2.2631, grad_norm: 2.9265 2020-10-15 13:10:28,988 - mmaction - INFO - Epoch [42][640/1743] lr: 1.000e-03, eta: 1 day, 5:34:46, time: 0.798, data_time: 0.112, memory: 3025, loss_cls: 2.3085, loss: 2.3085, grad_norm: 3.0221 2020-10-15 13:10:44,473 - mmaction - INFO - Epoch [42][660/1743] lr: 1.000e-03, eta: 1 day, 5:34:18, time: 0.777, data_time: 0.017, memory: 3025, loss_cls: 2.2428, loss: 2.2428, grad_norm: 2.9315 2020-10-15 13:11:00,016 - mmaction - INFO - Epoch [42][680/1743] lr: 1.000e-03, eta: 1 day, 5:33:49, time: 0.775, data_time: 0.092, memory: 3025, loss_cls: 2.2917, loss: 2.2917, grad_norm: 2.9816 2020-10-15 13:11:16,483 - mmaction - INFO - Epoch [42][700/1743] lr: 1.000e-03, eta: 1 day, 5:33:22, time: 0.822, data_time: 0.052, memory: 3025, loss_cls: 2.2952, loss: 2.2952, grad_norm: 3.0094 2020-10-15 13:11:32,581 - mmaction - INFO - Epoch [42][720/1743] lr: 1.000e-03, eta: 1 day, 5:32:55, time: 0.807, data_time: 0.007, memory: 3025, loss_cls: 2.2834, loss: 2.2834, grad_norm: 2.9780 2020-10-15 13:11:48,545 - mmaction - INFO - Epoch [42][740/1743] lr: 1.000e-03, eta: 1 day, 5:32:27, time: 0.794, data_time: 0.003, memory: 3025, loss_cls: 2.2558, loss: 2.2558, grad_norm: 2.9326 2020-10-15 13:12:04,527 - mmaction - INFO - Epoch [42][760/1743] lr: 1.000e-03, eta: 1 day, 5:31:59, time: 0.799, data_time: 0.007, memory: 3025, loss_cls: 2.2428, loss: 2.2428, grad_norm: 2.9311 2020-10-15 13:12:19,642 - mmaction - INFO - Epoch [42][780/1743] lr: 1.000e-03, eta: 1 day, 5:31:31, time: 0.760, data_time: 0.007, memory: 3025, loss_cls: 2.2578, loss: 2.2578, grad_norm: 2.9154 2020-10-15 13:12:35,399 - mmaction - INFO - Epoch [42][800/1743] lr: 1.000e-03, eta: 1 day, 5:31:02, time: 0.776, data_time: 0.003, memory: 3025, loss_cls: 2.2726, loss: 2.2726, grad_norm: 2.9347 2020-10-15 13:12:51,450 - mmaction - INFO - Epoch [42][820/1743] lr: 1.000e-03, eta: 1 day, 5:30:35, time: 0.807, data_time: 0.015, memory: 3025, loss_cls: 2.2289, loss: 2.2289, grad_norm: 2.9328 2020-10-15 13:13:06,465 - mmaction - INFO - Epoch [42][840/1743] lr: 1.000e-03, eta: 1 day, 5:30:06, time: 0.756, data_time: 0.009, memory: 3025, loss_cls: 2.2426, loss: 2.2426, grad_norm: 2.9257 2020-10-15 13:13:22,553 - mmaction - INFO - Epoch [42][860/1743] lr: 1.000e-03, eta: 1 day, 5:29:38, time: 0.804, data_time: 0.003, memory: 3025, loss_cls: 2.2814, loss: 2.2814, grad_norm: 2.9651 2020-10-15 13:13:38,537 - mmaction - INFO - Epoch [42][880/1743] lr: 1.000e-03, eta: 1 day, 5:29:11, time: 0.794, data_time: 0.006, memory: 3025, loss_cls: 2.2979, loss: 2.2979, grad_norm: 2.9696 2020-10-15 13:13:54,260 - mmaction - INFO - Epoch [42][900/1743] lr: 1.000e-03, eta: 1 day, 5:28:43, time: 0.791, data_time: 0.009, memory: 3025, loss_cls: 2.2732, loss: 2.2732, grad_norm: 2.9759 2020-10-15 13:14:09,337 - mmaction - INFO - Epoch [42][920/1743] lr: 1.000e-03, eta: 1 day, 5:28:14, time: 0.757, data_time: 0.005, memory: 3025, loss_cls: 2.2428, loss: 2.2428, grad_norm: 2.9493 2020-10-15 13:14:25,732 - mmaction - INFO - Epoch [42][940/1743] lr: 1.000e-03, eta: 1 day, 5:27:47, time: 0.814, data_time: 0.006, memory: 3025, loss_cls: 2.2485, loss: 2.2485, grad_norm: 2.9190 2020-10-15 13:14:42,299 - mmaction - INFO - Epoch [42][960/1743] lr: 1.000e-03, eta: 1 day, 5:27:20, time: 0.829, data_time: 0.011, memory: 3025, loss_cls: 2.2654, loss: 2.2654, grad_norm: 2.9568 2020-10-15 13:14:58,448 - mmaction - INFO - Epoch [42][980/1743] lr: 1.000e-03, eta: 1 day, 5:26:53, time: 0.804, data_time: 0.006, memory: 3025, loss_cls: 2.2982, loss: 2.2982, grad_norm: 2.9630 2020-10-15 13:15:14,912 - mmaction - INFO - Epoch [42][1000/1743] lr: 1.000e-03, eta: 1 day, 5:26:26, time: 0.824, data_time: 0.010, memory: 3025, loss_cls: 2.2870, loss: 2.2870, grad_norm: 2.9816 2020-10-15 13:15:30,898 - mmaction - INFO - Epoch [42][1020/1743] lr: 1.000e-03, eta: 1 day, 5:25:58, time: 0.803, data_time: 0.009, memory: 3025, loss_cls: 2.2887, loss: 2.2887, grad_norm: 2.9654 2020-10-15 13:15:47,447 - mmaction - INFO - Epoch [42][1040/1743] lr: 1.000e-03, eta: 1 day, 5:25:31, time: 0.826, data_time: 0.006, memory: 3025, loss_cls: 2.2453, loss: 2.2453, grad_norm: 2.9066 2020-10-15 13:16:03,484 - mmaction - INFO - Epoch [42][1060/1743] lr: 1.000e-03, eta: 1 day, 5:25:04, time: 0.802, data_time: 0.010, memory: 3025, loss_cls: 2.3055, loss: 2.3055, grad_norm: 3.0140 2020-10-15 13:16:19,620 - mmaction - INFO - Epoch [42][1080/1743] lr: 1.000e-03, eta: 1 day, 5:24:36, time: 0.806, data_time: 0.005, memory: 3025, loss_cls: 2.2514, loss: 2.2514, grad_norm: 2.9213 2020-10-15 13:16:36,018 - mmaction - INFO - Epoch [42][1100/1743] lr: 1.000e-03, eta: 1 day, 5:24:09, time: 0.822, data_time: 0.006, memory: 3025, loss_cls: 2.2443, loss: 2.2443, grad_norm: 2.9877 2020-10-15 13:16:52,478 - mmaction - INFO - Epoch [42][1120/1743] lr: 1.000e-03, eta: 1 day, 5:23:43, time: 0.820, data_time: 0.004, memory: 3025, loss_cls: 2.3045, loss: 2.3045, grad_norm: 3.0186 2020-10-15 13:17:07,864 - mmaction - INFO - Epoch [42][1140/1743] lr: 1.000e-03, eta: 1 day, 5:23:14, time: 0.768, data_time: 0.008, memory: 3025, loss_cls: 2.2362, loss: 2.2362, grad_norm: 2.9273 2020-10-15 13:17:24,890 - mmaction - INFO - Epoch [42][1160/1743] lr: 1.000e-03, eta: 1 day, 5:22:48, time: 0.857, data_time: 0.010, memory: 3025, loss_cls: 2.2835, loss: 2.2835, grad_norm: 2.9782 2020-10-15 13:17:41,571 - mmaction - INFO - Epoch [42][1180/1743] lr: 1.000e-03, eta: 1 day, 5:22:21, time: 0.829, data_time: 0.005, memory: 3025, loss_cls: 2.2784, loss: 2.2784, grad_norm: 2.9354 2020-10-15 13:17:57,735 - mmaction - INFO - Epoch [42][1200/1743] lr: 1.000e-03, eta: 1 day, 5:21:54, time: 0.811, data_time: 0.009, memory: 3025, loss_cls: 2.2553, loss: 2.2553, grad_norm: 2.9731 2020-10-15 13:18:13,356 - mmaction - INFO - Epoch [42][1220/1743] lr: 1.000e-03, eta: 1 day, 5:21:26, time: 0.781, data_time: 0.023, memory: 3025, loss_cls: 2.2433, loss: 2.2433, grad_norm: 2.9249 2020-10-15 13:18:29,704 - mmaction - INFO - Epoch [42][1240/1743] lr: 1.000e-03, eta: 1 day, 5:20:59, time: 0.818, data_time: 0.008, memory: 3025, loss_cls: 2.2933, loss: 2.2933, grad_norm: 2.9720 2020-10-15 13:18:46,297 - mmaction - INFO - Epoch [42][1260/1743] lr: 1.000e-03, eta: 1 day, 5:20:32, time: 0.826, data_time: 0.008, memory: 3025, loss_cls: 2.2632, loss: 2.2632, grad_norm: 2.9572 2020-10-15 13:19:02,791 - mmaction - INFO - Epoch [42][1280/1743] lr: 1.000e-03, eta: 1 day, 5:20:06, time: 0.830, data_time: 0.008, memory: 3025, loss_cls: 2.2607, loss: 2.2607, grad_norm: 2.9846 2020-10-15 13:19:19,324 - mmaction - INFO - Epoch [42][1300/1743] lr: 1.000e-03, eta: 1 day, 5:19:39, time: 0.826, data_time: 0.002, memory: 3025, loss_cls: 2.2831, loss: 2.2831, grad_norm: 3.0174 2020-10-15 13:19:35,715 - mmaction - INFO - Epoch [42][1320/1743] lr: 1.000e-03, eta: 1 day, 5:19:12, time: 0.816, data_time: 0.003, memory: 3025, loss_cls: 2.2388, loss: 2.2388, grad_norm: 2.9941 2020-10-15 13:19:51,320 - mmaction - INFO - Epoch [42][1340/1743] lr: 1.000e-03, eta: 1 day, 5:18:44, time: 0.782, data_time: 0.008, memory: 3025, loss_cls: 2.2636, loss: 2.2636, grad_norm: 2.9881 2020-10-15 13:20:07,436 - mmaction - INFO - Epoch [42][1360/1743] lr: 1.000e-03, eta: 1 day, 5:18:17, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.2434, loss: 2.2434, grad_norm: 2.9399 2020-10-15 13:20:23,018 - mmaction - INFO - Epoch [42][1380/1743] lr: 1.000e-03, eta: 1 day, 5:17:49, time: 0.778, data_time: 0.006, memory: 3025, loss_cls: 2.2731, loss: 2.2731, grad_norm: 2.9610 2020-10-15 13:20:39,288 - mmaction - INFO - Epoch [42][1400/1743] lr: 1.000e-03, eta: 1 day, 5:17:21, time: 0.807, data_time: 0.008, memory: 3025, loss_cls: 2.2773, loss: 2.2773, grad_norm: 3.0346 2020-10-15 13:20:54,476 - mmaction - INFO - Epoch [42][1420/1743] lr: 1.000e-03, eta: 1 day, 5:16:53, time: 0.768, data_time: 0.014, memory: 3025, loss_cls: 2.2426, loss: 2.2426, grad_norm: 2.9402 2020-10-15 13:21:10,018 - mmaction - INFO - Epoch [42][1440/1743] lr: 1.000e-03, eta: 1 day, 5:16:25, time: 0.774, data_time: 0.003, memory: 3025, loss_cls: 2.2647, loss: 2.2647, grad_norm: 2.9812 2020-10-15 13:21:26,105 - mmaction - INFO - Epoch [42][1460/1743] lr: 1.000e-03, eta: 1 day, 5:15:57, time: 0.805, data_time: 0.006, memory: 3025, loss_cls: 2.2577, loss: 2.2577, grad_norm: 2.9305 2020-10-15 13:21:41,173 - mmaction - INFO - Epoch [42][1480/1743] lr: 1.000e-03, eta: 1 day, 5:15:29, time: 0.755, data_time: 0.022, memory: 3025, loss_cls: 2.2493, loss: 2.2493, grad_norm: 2.9377 2020-10-15 13:21:56,803 - mmaction - INFO - Epoch [42][1500/1743] lr: 1.000e-03, eta: 1 day, 5:15:01, time: 0.779, data_time: 0.004, memory: 3025, loss_cls: 2.2879, loss: 2.2879, grad_norm: 2.9824 2020-10-15 13:22:12,709 - mmaction - INFO - Epoch [42][1520/1743] lr: 1.000e-03, eta: 1 day, 5:14:33, time: 0.798, data_time: 0.007, memory: 3025, loss_cls: 2.2716, loss: 2.2716, grad_norm: 2.9782 2020-10-15 13:22:28,629 - mmaction - INFO - Epoch [42][1540/1743] lr: 1.000e-03, eta: 1 day, 5:14:06, time: 0.793, data_time: 0.005, memory: 3025, loss_cls: 2.2670, loss: 2.2670, grad_norm: 2.9665 2020-10-15 13:22:44,821 - mmaction - INFO - Epoch [42][1560/1743] lr: 1.000e-03, eta: 1 day, 5:13:39, time: 0.812, data_time: 0.009, memory: 3025, loss_cls: 2.2382, loss: 2.2382, grad_norm: 2.9511 2020-10-15 13:23:00,118 - mmaction - INFO - Epoch [42][1580/1743] lr: 1.000e-03, eta: 1 day, 5:13:10, time: 0.762, data_time: 0.004, memory: 3025, loss_cls: 2.2822, loss: 2.2822, grad_norm: 3.0004 2020-10-15 13:23:15,290 - mmaction - INFO - Epoch [42][1600/1743] lr: 1.000e-03, eta: 1 day, 5:12:42, time: 0.761, data_time: 0.007, memory: 3025, loss_cls: 2.2620, loss: 2.2620, grad_norm: 3.0038 2020-10-15 13:23:31,557 - mmaction - INFO - Epoch [42][1620/1743] lr: 1.000e-03, eta: 1 day, 5:12:15, time: 0.815, data_time: 0.005, memory: 3025, loss_cls: 2.2507, loss: 2.2507, grad_norm: 3.0250 2020-10-15 13:23:48,283 - mmaction - INFO - Epoch [42][1640/1743] lr: 1.000e-03, eta: 1 day, 5:11:48, time: 0.834, data_time: 0.004, memory: 3025, loss_cls: 2.2428, loss: 2.2428, grad_norm: 2.9983 2020-10-15 13:24:04,624 - mmaction - INFO - Epoch [42][1660/1743] lr: 1.000e-03, eta: 1 day, 5:11:21, time: 0.819, data_time: 0.004, memory: 3025, loss_cls: 2.2390, loss: 2.2390, grad_norm: 2.9639 2020-10-15 13:24:20,958 - mmaction - INFO - Epoch [42][1680/1743] lr: 1.000e-03, eta: 1 day, 5:10:55, time: 0.817, data_time: 0.002, memory: 3025, loss_cls: 2.2785, loss: 2.2785, grad_norm: 2.9595 2020-10-15 13:24:37,853 - mmaction - INFO - Epoch [42][1700/1743] lr: 1.000e-03, eta: 1 day, 5:10:28, time: 0.840, data_time: 0.001, memory: 3025, loss_cls: 2.2962, loss: 2.2962, grad_norm: 2.9567 2020-10-15 13:24:54,383 - mmaction - INFO - Epoch [42][1720/1743] lr: 1.000e-03, eta: 1 day, 5:10:02, time: 0.830, data_time: 0.010, memory: 3025, loss_cls: 2.2565, loss: 2.2565, grad_norm: 3.0074 2020-10-15 13:25:10,408 - mmaction - INFO - Epoch [42][1740/1743] lr: 1.000e-03, eta: 1 day, 5:09:34, time: 0.796, data_time: 0.004, memory: 3025, loss_cls: 2.2828, loss: 2.2828, grad_norm: 3.0147 2020-10-15 13:25:48,621 - mmaction - INFO - Epoch [43][20/1743] lr: 1.000e-03, eta: 1 day, 5:09:25, time: 1.722, data_time: 0.886, memory: 3025, loss_cls: 2.2541, loss: 2.2541, grad_norm: 2.9502 2020-10-15 13:26:05,006 - mmaction - INFO - Epoch [43][40/1743] lr: 1.000e-03, eta: 1 day, 5:08:58, time: 0.820, data_time: 0.008, memory: 3025, loss_cls: 2.2350, loss: 2.2350, grad_norm: 2.9416 2020-10-15 13:26:20,723 - mmaction - INFO - Epoch [43][60/1743] lr: 1.000e-03, eta: 1 day, 5:08:30, time: 0.779, data_time: 0.009, memory: 3025, loss_cls: 2.2437, loss: 2.2437, grad_norm: 2.9765 2020-10-15 13:26:36,907 - mmaction - INFO - Epoch [43][80/1743] lr: 1.000e-03, eta: 1 day, 5:08:03, time: 0.815, data_time: 0.013, memory: 3025, loss_cls: 2.2707, loss: 2.2707, grad_norm: 3.0036 2020-10-15 13:26:53,276 - mmaction - INFO - Epoch [43][100/1743] lr: 1.000e-03, eta: 1 day, 5:07:36, time: 0.818, data_time: 0.009, memory: 3025, loss_cls: 2.2562, loss: 2.2562, grad_norm: 3.0158 2020-10-15 13:27:10,016 - mmaction - INFO - Epoch [43][120/1743] lr: 1.000e-03, eta: 1 day, 5:07:10, time: 0.838, data_time: 0.006, memory: 3025, loss_cls: 2.2724, loss: 2.2724, grad_norm: 3.0049 2020-10-15 13:27:25,079 - mmaction - INFO - Epoch [43][140/1743] lr: 1.000e-03, eta: 1 day, 5:06:42, time: 0.756, data_time: 0.007, memory: 3025, loss_cls: 2.2644, loss: 2.2644, grad_norm: 2.9883 2020-10-15 13:27:40,338 - mmaction - INFO - Epoch [43][160/1743] lr: 1.000e-03, eta: 1 day, 5:06:13, time: 0.758, data_time: 0.005, memory: 3025, loss_cls: 2.2845, loss: 2.2845, grad_norm: 2.9868 2020-10-15 13:27:55,819 - mmaction - INFO - Epoch [43][180/1743] lr: 1.000e-03, eta: 1 day, 5:05:45, time: 0.777, data_time: 0.009, memory: 3025, loss_cls: 2.2643, loss: 2.2643, grad_norm: 3.0116 2020-10-15 13:28:12,052 - mmaction - INFO - Epoch [43][200/1743] lr: 1.000e-03, eta: 1 day, 5:05:18, time: 0.811, data_time: 0.005, memory: 3025, loss_cls: 2.2823, loss: 2.2823, grad_norm: 2.9570 2020-10-15 13:28:27,782 - mmaction - INFO - Epoch [43][220/1743] lr: 1.000e-03, eta: 1 day, 5:04:51, time: 0.785, data_time: 0.006, memory: 3025, loss_cls: 2.2501, loss: 2.2501, grad_norm: 2.9556 2020-10-15 13:28:44,428 - mmaction - INFO - Epoch [43][240/1743] lr: 1.000e-03, eta: 1 day, 5:04:24, time: 0.830, data_time: 0.130, memory: 3025, loss_cls: 2.2529, loss: 2.2529, grad_norm: 2.9276 2020-10-15 13:29:00,313 - mmaction - INFO - Epoch [43][260/1743] lr: 1.000e-03, eta: 1 day, 5:03:57, time: 0.794, data_time: 0.070, memory: 3025, loss_cls: 2.2979, loss: 2.2979, grad_norm: 3.0273 2020-10-15 13:29:17,728 - mmaction - INFO - Epoch [43][280/1743] lr: 1.000e-03, eta: 1 day, 5:03:32, time: 0.878, data_time: 0.011, memory: 3025, loss_cls: 2.2546, loss: 2.2546, grad_norm: 2.9800 2020-10-15 13:29:34,258 - mmaction - INFO - Epoch [43][300/1743] lr: 1.000e-03, eta: 1 day, 5:03:05, time: 0.825, data_time: 0.005, memory: 3025, loss_cls: 2.2442, loss: 2.2442, grad_norm: 2.9937 2020-10-15 13:29:50,840 - mmaction - INFO - Epoch [43][320/1743] lr: 1.000e-03, eta: 1 day, 5:02:38, time: 0.825, data_time: 0.005, memory: 3025, loss_cls: 2.2453, loss: 2.2453, grad_norm: 2.9198 2020-10-15 13:30:07,286 - mmaction - INFO - Epoch [43][340/1743] lr: 1.000e-03, eta: 1 day, 5:02:12, time: 0.824, data_time: 0.008, memory: 3025, loss_cls: 2.3192, loss: 2.3192, grad_norm: 3.0647 2020-10-15 13:30:23,879 - mmaction - INFO - Epoch [43][360/1743] lr: 1.000e-03, eta: 1 day, 5:01:45, time: 0.832, data_time: 0.006, memory: 3025, loss_cls: 2.2691, loss: 2.2691, grad_norm: 3.0284 2020-10-15 13:30:40,524 - mmaction - INFO - Epoch [43][380/1743] lr: 1.000e-03, eta: 1 day, 5:01:19, time: 0.830, data_time: 0.004, memory: 3025, loss_cls: 2.2347, loss: 2.2347, grad_norm: 3.0068 2020-10-15 13:30:56,651 - mmaction - INFO - Epoch [43][400/1743] lr: 1.000e-03, eta: 1 day, 5:00:52, time: 0.810, data_time: 0.006, memory: 3025, loss_cls: 2.2174, loss: 2.2174, grad_norm: 2.9511 2020-10-15 13:31:12,911 - mmaction - INFO - Epoch [43][420/1743] lr: 1.000e-03, eta: 1 day, 5:00:25, time: 0.812, data_time: 0.001, memory: 3025, loss_cls: 2.2771, loss: 2.2771, grad_norm: 3.0139 2020-10-15 13:31:29,637 - mmaction - INFO - Epoch [43][440/1743] lr: 1.000e-03, eta: 1 day, 4:59:59, time: 0.830, data_time: 0.004, memory: 3025, loss_cls: 2.2990, loss: 2.2990, grad_norm: 3.0077 2020-10-15 13:31:46,179 - mmaction - INFO - Epoch [43][460/1743] lr: 1.000e-03, eta: 1 day, 4:59:32, time: 0.831, data_time: 0.010, memory: 3025, loss_cls: 2.3056, loss: 2.3056, grad_norm: 3.0544 2020-10-15 13:32:03,003 - mmaction - INFO - Epoch [43][480/1743] lr: 1.000e-03, eta: 1 day, 4:59:06, time: 0.841, data_time: 0.005, memory: 3025, loss_cls: 2.2465, loss: 2.2465, grad_norm: 2.9788 2020-10-15 13:32:18,893 - mmaction - INFO - Epoch [43][500/1743] lr: 1.000e-03, eta: 1 day, 4:58:39, time: 0.798, data_time: 0.006, memory: 3025, loss_cls: 2.2760, loss: 2.2760, grad_norm: 3.0101 2020-10-15 13:32:35,473 - mmaction - INFO - Epoch [43][520/1743] lr: 1.000e-03, eta: 1 day, 4:58:12, time: 0.825, data_time: 0.003, memory: 3025, loss_cls: 2.2701, loss: 2.2701, grad_norm: 2.9590 2020-10-15 13:32:51,927 - mmaction - INFO - Epoch [43][540/1743] lr: 1.000e-03, eta: 1 day, 4:57:46, time: 0.821, data_time: 0.006, memory: 3025, loss_cls: 2.2629, loss: 2.2629, grad_norm: 3.0142 2020-10-15 13:33:08,066 - mmaction - INFO - Epoch [43][560/1743] lr: 1.000e-03, eta: 1 day, 4:57:19, time: 0.809, data_time: 0.007, memory: 3025, loss_cls: 2.2703, loss: 2.2703, grad_norm: 2.9956 2020-10-15 13:33:24,408 - mmaction - INFO - Epoch [43][580/1743] lr: 1.000e-03, eta: 1 day, 4:56:52, time: 0.819, data_time: 0.006, memory: 3025, loss_cls: 2.2866, loss: 2.2866, grad_norm: 3.0149 2020-10-15 13:33:41,010 - mmaction - INFO - Epoch [43][600/1743] lr: 1.000e-03, eta: 1 day, 4:56:26, time: 0.824, data_time: 0.005, memory: 3025, loss_cls: 2.2771, loss: 2.2771, grad_norm: 2.9952 2020-10-15 13:33:56,992 - mmaction - INFO - Epoch [43][620/1743] lr: 1.000e-03, eta: 1 day, 4:55:59, time: 0.805, data_time: 0.009, memory: 3025, loss_cls: 2.2892, loss: 2.2892, grad_norm: 2.9918 2020-10-15 13:34:13,162 - mmaction - INFO - Epoch [43][640/1743] lr: 1.000e-03, eta: 1 day, 4:55:32, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.2621, loss: 2.2621, grad_norm: 2.9924 2020-10-15 13:34:29,019 - mmaction - INFO - Epoch [43][660/1743] lr: 1.000e-03, eta: 1 day, 4:55:04, time: 0.792, data_time: 0.006, memory: 3025, loss_cls: 2.2498, loss: 2.2498, grad_norm: 2.9793 2020-10-15 13:34:45,482 - mmaction - INFO - Epoch [43][680/1743] lr: 1.000e-03, eta: 1 day, 4:54:38, time: 0.828, data_time: 0.007, memory: 3025, loss_cls: 2.2744, loss: 2.2744, grad_norm: 2.9845 2020-10-15 13:35:01,818 - mmaction - INFO - Epoch [43][700/1743] lr: 1.000e-03, eta: 1 day, 4:54:11, time: 0.813, data_time: 0.004, memory: 3025, loss_cls: 2.2661, loss: 2.2661, grad_norm: 3.0222 2020-10-15 13:35:17,095 - mmaction - INFO - Epoch [43][720/1743] lr: 1.000e-03, eta: 1 day, 4:53:43, time: 0.768, data_time: 0.016, memory: 3025, loss_cls: 2.2437, loss: 2.2437, grad_norm: 3.0186 2020-10-15 13:35:33,526 - mmaction - INFO - Epoch [43][740/1743] lr: 1.000e-03, eta: 1 day, 4:53:16, time: 0.817, data_time: 0.048, memory: 3025, loss_cls: 2.2848, loss: 2.2848, grad_norm: 3.0375 2020-10-15 13:35:50,062 - mmaction - INFO - Epoch [43][760/1743] lr: 1.000e-03, eta: 1 day, 4:52:50, time: 0.827, data_time: 0.041, memory: 3025, loss_cls: 2.2480, loss: 2.2480, grad_norm: 2.9955 2020-10-15 13:36:06,580 - mmaction - INFO - Epoch [43][780/1743] lr: 1.000e-03, eta: 1 day, 4:52:23, time: 0.828, data_time: 0.028, memory: 3025, loss_cls: 2.2664, loss: 2.2664, grad_norm: 3.0646 2020-10-15 13:36:22,901 - mmaction - INFO - Epoch [43][800/1743] lr: 1.000e-03, eta: 1 day, 4:51:57, time: 0.815, data_time: 0.005, memory: 3025, loss_cls: 2.2441, loss: 2.2441, grad_norm: 3.0405 2020-10-15 13:36:39,347 - mmaction - INFO - Epoch [43][820/1743] lr: 1.000e-03, eta: 1 day, 4:51:30, time: 0.817, data_time: 0.007, memory: 3025, loss_cls: 2.2234, loss: 2.2234, grad_norm: 2.9667 2020-10-15 13:36:55,341 - mmaction - INFO - Epoch [43][840/1743] lr: 1.000e-03, eta: 1 day, 4:51:03, time: 0.807, data_time: 0.009, memory: 3025, loss_cls: 2.2299, loss: 2.2299, grad_norm: 2.9570 2020-10-15 13:37:11,713 - mmaction - INFO - Epoch [43][860/1743] lr: 1.000e-03, eta: 1 day, 4:50:36, time: 0.814, data_time: 0.003, memory: 3025, loss_cls: 2.2454, loss: 2.2454, grad_norm: 3.0041 2020-10-15 13:37:28,618 - mmaction - INFO - Epoch [43][880/1743] lr: 1.000e-03, eta: 1 day, 4:50:11, time: 0.841, data_time: 0.008, memory: 3025, loss_cls: 2.2696, loss: 2.2696, grad_norm: 3.0622 2020-10-15 13:37:44,404 - mmaction - INFO - Epoch [43][900/1743] lr: 1.000e-03, eta: 1 day, 4:49:43, time: 0.792, data_time: 0.010, memory: 3025, loss_cls: 2.2595, loss: 2.2595, grad_norm: 2.9882 2020-10-15 13:38:00,083 - mmaction - INFO - Epoch [43][920/1743] lr: 1.000e-03, eta: 1 day, 4:49:16, time: 0.788, data_time: 0.010, memory: 3025, loss_cls: 2.2187, loss: 2.2187, grad_norm: 2.9602 2020-10-15 13:38:16,593 - mmaction - INFO - Epoch [43][940/1743] lr: 1.000e-03, eta: 1 day, 4:48:49, time: 0.826, data_time: 0.003, memory: 3025, loss_cls: 2.2756, loss: 2.2756, grad_norm: 3.0065 2020-10-15 13:38:32,525 - mmaction - INFO - Epoch [43][960/1743] lr: 1.000e-03, eta: 1 day, 4:48:22, time: 0.790, data_time: 0.004, memory: 3025, loss_cls: 2.2697, loss: 2.2697, grad_norm: 3.0594 2020-10-15 13:38:48,585 - mmaction - INFO - Epoch [43][980/1743] lr: 1.000e-03, eta: 1 day, 4:47:55, time: 0.809, data_time: 0.010, memory: 3025, loss_cls: 2.2830, loss: 2.2830, grad_norm: 3.0410 2020-10-15 13:39:04,731 - mmaction - INFO - Epoch [43][1000/1743] lr: 1.000e-03, eta: 1 day, 4:47:28, time: 0.809, data_time: 0.004, memory: 3025, loss_cls: 2.2895, loss: 2.2895, grad_norm: 3.0775 2020-10-15 13:39:20,554 - mmaction - INFO - Epoch [43][1020/1743] lr: 1.000e-03, eta: 1 day, 4:47:01, time: 0.790, data_time: 0.003, memory: 3025, loss_cls: 2.2021, loss: 2.2021, grad_norm: 2.9508 2020-10-15 13:39:36,620 - mmaction - INFO - Epoch [43][1040/1743] lr: 1.000e-03, eta: 1 day, 4:46:34, time: 0.792, data_time: 0.003, memory: 3025, loss_cls: 2.2275, loss: 2.2275, grad_norm: 2.9877 2020-10-15 13:39:52,636 - mmaction - INFO - Epoch [43][1060/1743] lr: 1.000e-03, eta: 1 day, 4:46:07, time: 0.811, data_time: 0.015, memory: 3025, loss_cls: 2.2602, loss: 2.2602, grad_norm: 3.0103 2020-10-15 13:40:09,325 - mmaction - INFO - Epoch [43][1080/1743] lr: 1.000e-03, eta: 1 day, 4:45:41, time: 0.831, data_time: 0.003, memory: 3025, loss_cls: 2.2748, loss: 2.2748, grad_norm: 3.0096 2020-10-15 13:40:26,125 - mmaction - INFO - Epoch [43][1100/1743] lr: 1.000e-03, eta: 1 day, 4:45:15, time: 0.835, data_time: 0.007, memory: 3025, loss_cls: 2.2176, loss: 2.2176, grad_norm: 2.9990 2020-10-15 13:40:42,291 - mmaction - INFO - Epoch [43][1120/1743] lr: 1.000e-03, eta: 1 day, 4:44:48, time: 0.817, data_time: 0.012, memory: 3025, loss_cls: 2.2630, loss: 2.2630, grad_norm: 3.0307 2020-10-15 13:40:58,729 - mmaction - INFO - Epoch [43][1140/1743] lr: 1.000e-03, eta: 1 day, 4:44:22, time: 0.816, data_time: 0.005, memory: 3025, loss_cls: 2.2778, loss: 2.2778, grad_norm: 3.0443 2020-10-15 13:41:15,039 - mmaction - INFO - Epoch [43][1160/1743] lr: 1.000e-03, eta: 1 day, 4:43:55, time: 0.820, data_time: 0.012, memory: 3025, loss_cls: 2.2379, loss: 2.2379, grad_norm: 3.0212 2020-10-15 13:41:31,369 - mmaction - INFO - Epoch [43][1180/1743] lr: 1.000e-03, eta: 1 day, 4:43:29, time: 0.817, data_time: 0.006, memory: 3025, loss_cls: 2.2400, loss: 2.2400, grad_norm: 2.9658 2020-10-15 13:41:46,910 - mmaction - INFO - Epoch [43][1200/1743] lr: 1.000e-03, eta: 1 day, 4:43:01, time: 0.777, data_time: 0.007, memory: 3025, loss_cls: 2.2831, loss: 2.2831, grad_norm: 3.0762 2020-10-15 13:42:02,827 - mmaction - INFO - Epoch [43][1220/1743] lr: 1.000e-03, eta: 1 day, 4:42:34, time: 0.794, data_time: 0.004, memory: 3025, loss_cls: 2.2433, loss: 2.2433, grad_norm: 2.9900 2020-10-15 13:42:18,845 - mmaction - INFO - Epoch [43][1240/1743] lr: 1.000e-03, eta: 1 day, 4:42:07, time: 0.804, data_time: 0.006, memory: 3025, loss_cls: 2.2667, loss: 2.2667, grad_norm: 3.0000 2020-10-15 13:42:35,643 - mmaction - INFO - Epoch [43][1260/1743] lr: 1.000e-03, eta: 1 day, 4:41:41, time: 0.831, data_time: 0.003, memory: 3025, loss_cls: 2.2475, loss: 2.2475, grad_norm: 3.0184 2020-10-15 13:42:51,297 - mmaction - INFO - Epoch [43][1280/1743] lr: 1.000e-03, eta: 1 day, 4:41:13, time: 0.791, data_time: 0.011, memory: 3025, loss_cls: 2.2667, loss: 2.2667, grad_norm: 3.0416 2020-10-15 13:43:07,208 - mmaction - INFO - Epoch [43][1300/1743] lr: 1.000e-03, eta: 1 day, 4:40:46, time: 0.795, data_time: 0.004, memory: 3025, loss_cls: 2.2596, loss: 2.2596, grad_norm: 3.0647 2020-10-15 13:43:23,842 - mmaction - INFO - Epoch [43][1320/1743] lr: 1.000e-03, eta: 1 day, 4:40:20, time: 0.831, data_time: 0.007, memory: 3025, loss_cls: 2.2452, loss: 2.2452, grad_norm: 2.9910 2020-10-15 13:43:39,941 - mmaction - INFO - Epoch [43][1340/1743] lr: 1.000e-03, eta: 1 day, 4:39:53, time: 0.806, data_time: 0.004, memory: 3025, loss_cls: 2.2669, loss: 2.2669, grad_norm: 3.0104 2020-10-15 13:43:55,706 - mmaction - INFO - Epoch [43][1360/1743] lr: 1.000e-03, eta: 1 day, 4:39:26, time: 0.787, data_time: 0.003, memory: 3025, loss_cls: 2.2482, loss: 2.2482, grad_norm: 3.0016 2020-10-15 13:44:12,067 - mmaction - INFO - Epoch [43][1380/1743] lr: 1.000e-03, eta: 1 day, 4:39:00, time: 0.817, data_time: 0.004, memory: 3025, loss_cls: 2.2765, loss: 2.2765, grad_norm: 3.0469 2020-10-15 13:44:28,292 - mmaction - INFO - Epoch [43][1400/1743] lr: 1.000e-03, eta: 1 day, 4:38:33, time: 0.809, data_time: 0.007, memory: 3025, loss_cls: 2.2725, loss: 2.2725, grad_norm: 3.0461 2020-10-15 13:44:44,306 - mmaction - INFO - Epoch [43][1420/1743] lr: 1.000e-03, eta: 1 day, 4:38:06, time: 0.806, data_time: 0.010, memory: 3025, loss_cls: 2.2673, loss: 2.2673, grad_norm: 3.0165 2020-10-15 13:45:00,888 - mmaction - INFO - Epoch [43][1440/1743] lr: 1.000e-03, eta: 1 day, 4:37:40, time: 0.829, data_time: 0.004, memory: 3025, loss_cls: 2.2507, loss: 2.2507, grad_norm: 3.0701 2020-10-15 13:45:17,289 - mmaction - INFO - Epoch [43][1460/1743] lr: 1.000e-03, eta: 1 day, 4:37:13, time: 0.819, data_time: 0.010, memory: 3025, loss_cls: 2.2488, loss: 2.2488, grad_norm: 3.0461 2020-10-15 13:45:33,472 - mmaction - INFO - Epoch [43][1480/1743] lr: 1.000e-03, eta: 1 day, 4:36:47, time: 0.809, data_time: 0.005, memory: 3025, loss_cls: 2.2450, loss: 2.2450, grad_norm: 3.0342 2020-10-15 13:45:49,848 - mmaction - INFO - Epoch [43][1500/1743] lr: 1.000e-03, eta: 1 day, 4:36:20, time: 0.815, data_time: 0.005, memory: 3025, loss_cls: 2.2466, loss: 2.2466, grad_norm: 3.0231 2020-10-15 13:46:05,968 - mmaction - INFO - Epoch [43][1520/1743] lr: 1.000e-03, eta: 1 day, 4:35:54, time: 0.806, data_time: 0.016, memory: 3025, loss_cls: 2.2623, loss: 2.2623, grad_norm: 3.0577 2020-10-15 13:46:21,485 - mmaction - INFO - Epoch [43][1540/1743] lr: 1.000e-03, eta: 1 day, 4:35:26, time: 0.781, data_time: 0.008, memory: 3025, loss_cls: 2.2981, loss: 2.2981, grad_norm: 3.0354 2020-10-15 13:46:37,814 - mmaction - INFO - Epoch [43][1560/1743] lr: 1.000e-03, eta: 1 day, 4:34:59, time: 0.811, data_time: 0.004, memory: 3025, loss_cls: 2.2487, loss: 2.2487, grad_norm: 3.0361 2020-10-15 13:46:53,548 - mmaction - INFO - Epoch [43][1580/1743] lr: 1.000e-03, eta: 1 day, 4:34:32, time: 0.789, data_time: 0.008, memory: 3025, loss_cls: 2.2617, loss: 2.2617, grad_norm: 3.0305 2020-10-15 13:47:10,269 - mmaction - INFO - Epoch [43][1600/1743] lr: 1.000e-03, eta: 1 day, 4:34:06, time: 0.837, data_time: 0.007, memory: 3025, loss_cls: 2.2313, loss: 2.2313, grad_norm: 3.0468 2020-10-15 13:47:25,919 - mmaction - INFO - Epoch [43][1620/1743] lr: 1.000e-03, eta: 1 day, 4:33:39, time: 0.783, data_time: 0.005, memory: 3025, loss_cls: 2.2490, loss: 2.2490, grad_norm: 3.0822 2020-10-15 13:47:42,053 - mmaction - INFO - Epoch [43][1640/1743] lr: 1.000e-03, eta: 1 day, 4:33:12, time: 0.807, data_time: 0.005, memory: 3025, loss_cls: 2.2795, loss: 2.2795, grad_norm: 3.0530 2020-10-15 13:47:57,689 - mmaction - INFO - Epoch [43][1660/1743] lr: 1.000e-03, eta: 1 day, 4:32:45, time: 0.783, data_time: 0.005, memory: 3025, loss_cls: 2.2590, loss: 2.2590, grad_norm: 3.0510 2020-10-15 13:48:14,420 - mmaction - INFO - Epoch [43][1680/1743] lr: 1.000e-03, eta: 1 day, 4:32:19, time: 0.836, data_time: 0.002, memory: 3025, loss_cls: 2.2424, loss: 2.2424, grad_norm: 3.0291 2020-10-15 13:48:30,458 - mmaction - INFO - Epoch [43][1700/1743] lr: 1.000e-03, eta: 1 day, 4:31:52, time: 0.794, data_time: 0.004, memory: 3025, loss_cls: 2.2476, loss: 2.2476, grad_norm: 3.0000 2020-10-15 13:48:46,304 - mmaction - INFO - Epoch [43][1720/1743] lr: 1.000e-03, eta: 1 day, 4:31:25, time: 0.801, data_time: 0.011, memory: 3025, loss_cls: 2.2408, loss: 2.2408, grad_norm: 3.0435 2020-10-15 13:49:02,498 - mmaction - INFO - Epoch [43][1740/1743] lr: 1.000e-03, eta: 1 day, 4:30:59, time: 0.806, data_time: 0.007, memory: 3025, loss_cls: 2.2232, loss: 2.2232, grad_norm: 2.9974 2020-10-15 13:49:45,755 - mmaction - INFO - Epoch [44][20/1743] lr: 1.000e-03, eta: 1 day, 4:30:56, time: 1.974, data_time: 1.248, memory: 3025, loss_cls: 2.2879, loss: 2.2879, grad_norm: 3.0700 2020-10-15 13:50:02,996 - mmaction - INFO - Epoch [44][40/1743] lr: 1.000e-03, eta: 1 day, 4:30:30, time: 0.863, data_time: 0.005, memory: 3025, loss_cls: 2.2590, loss: 2.2590, grad_norm: 3.0642 2020-10-15 13:50:19,544 - mmaction - INFO - Epoch [44][60/1743] lr: 1.000e-03, eta: 1 day, 4:30:04, time: 0.820, data_time: 0.002, memory: 3025, loss_cls: 2.2507, loss: 2.2507, grad_norm: 3.0296 2020-10-15 13:50:35,752 - mmaction - INFO - Epoch [44][80/1743] lr: 1.000e-03, eta: 1 day, 4:29:38, time: 0.813, data_time: 0.010, memory: 3025, loss_cls: 2.2519, loss: 2.2519, grad_norm: 3.0297 2020-10-15 13:50:51,559 - mmaction - INFO - Epoch [44][100/1743] lr: 1.000e-03, eta: 1 day, 4:29:11, time: 0.793, data_time: 0.007, memory: 3025, loss_cls: 2.2533, loss: 2.2533, grad_norm: 3.0612 2020-10-15 13:51:07,913 - mmaction - INFO - Epoch [44][120/1743] lr: 1.000e-03, eta: 1 day, 4:28:44, time: 0.813, data_time: 0.004, memory: 3025, loss_cls: 2.2304, loss: 2.2304, grad_norm: 3.0449 2020-10-15 13:51:24,207 - mmaction - INFO - Epoch [44][140/1743] lr: 1.000e-03, eta: 1 day, 4:28:18, time: 0.819, data_time: 0.007, memory: 3025, loss_cls: 2.2687, loss: 2.2687, grad_norm: 3.0549 2020-10-15 13:51:40,239 - mmaction - INFO - Epoch [44][160/1743] lr: 1.000e-03, eta: 1 day, 4:27:51, time: 0.798, data_time: 0.006, memory: 3025, loss_cls: 2.2495, loss: 2.2495, grad_norm: 3.0442 2020-10-15 13:51:56,426 - mmaction - INFO - Epoch [44][180/1743] lr: 1.000e-03, eta: 1 day, 4:27:24, time: 0.815, data_time: 0.099, memory: 3025, loss_cls: 2.2271, loss: 2.2271, grad_norm: 3.0026 2020-10-15 13:52:13,215 - mmaction - INFO - Epoch [44][200/1743] lr: 1.000e-03, eta: 1 day, 4:26:59, time: 0.833, data_time: 0.044, memory: 3025, loss_cls: 2.2591, loss: 2.2591, grad_norm: 3.0092 2020-10-15 13:52:29,256 - mmaction - INFO - Epoch [44][220/1743] lr: 1.000e-03, eta: 1 day, 4:26:32, time: 0.805, data_time: 0.065, memory: 3025, loss_cls: 2.2450, loss: 2.2450, grad_norm: 3.0230 2020-10-15 13:52:46,166 - mmaction - INFO - Epoch [44][240/1743] lr: 1.000e-03, eta: 1 day, 4:26:06, time: 0.841, data_time: 0.007, memory: 3025, loss_cls: 2.3025, loss: 2.3025, grad_norm: 3.1123 2020-10-15 13:53:02,397 - mmaction - INFO - Epoch [44][260/1743] lr: 1.000e-03, eta: 1 day, 4:25:40, time: 0.816, data_time: 0.012, memory: 3025, loss_cls: 2.2186, loss: 2.2186, grad_norm: 2.9870 2020-10-15 13:53:18,277 - mmaction - INFO - Epoch [44][280/1743] lr: 1.000e-03, eta: 1 day, 4:25:13, time: 0.793, data_time: 0.059, memory: 3025, loss_cls: 2.2383, loss: 2.2383, grad_norm: 3.0021 2020-10-15 13:53:34,779 - mmaction - INFO - Epoch [44][300/1743] lr: 1.000e-03, eta: 1 day, 4:24:47, time: 0.828, data_time: 0.261, memory: 3025, loss_cls: 2.2346, loss: 2.2346, grad_norm: 3.0076 2020-10-15 13:53:50,784 - mmaction - INFO - Epoch [44][320/1743] lr: 1.000e-03, eta: 1 day, 4:24:20, time: 0.798, data_time: 0.243, memory: 3025, loss_cls: 2.2645, loss: 2.2645, grad_norm: 3.0461 2020-10-15 13:54:06,574 - mmaction - INFO - Epoch [44][340/1743] lr: 1.000e-03, eta: 1 day, 4:23:53, time: 0.794, data_time: 0.020, memory: 3025, loss_cls: 2.2691, loss: 2.2691, grad_norm: 3.0300 2020-10-15 13:54:22,765 - mmaction - INFO - Epoch [44][360/1743] lr: 1.000e-03, eta: 1 day, 4:23:26, time: 0.810, data_time: 0.112, memory: 3025, loss_cls: 2.2275, loss: 2.2275, grad_norm: 3.0014 2020-10-15 13:54:39,254 - mmaction - INFO - Epoch [44][380/1743] lr: 1.000e-03, eta: 1 day, 4:23:00, time: 0.818, data_time: 0.073, memory: 3025, loss_cls: 2.2663, loss: 2.2663, grad_norm: 3.0499 2020-10-15 13:54:55,885 - mmaction - INFO - Epoch [44][400/1743] lr: 1.000e-03, eta: 1 day, 4:22:34, time: 0.823, data_time: 0.195, memory: 3025, loss_cls: 2.2558, loss: 2.2558, grad_norm: 2.9915 2020-10-15 13:55:11,232 - mmaction - INFO - Epoch [44][420/1743] lr: 1.000e-03, eta: 1 day, 4:22:07, time: 0.778, data_time: 0.197, memory: 3025, loss_cls: 2.2499, loss: 2.2499, grad_norm: 3.0451 2020-10-15 13:55:27,426 - mmaction - INFO - Epoch [44][440/1743] lr: 1.000e-03, eta: 1 day, 4:21:40, time: 0.807, data_time: 0.016, memory: 3025, loss_cls: 2.2412, loss: 2.2412, grad_norm: 3.0344 2020-10-15 13:55:43,466 - mmaction - INFO - Epoch [44][460/1743] lr: 1.000e-03, eta: 1 day, 4:21:14, time: 0.802, data_time: 0.008, memory: 3025, loss_cls: 2.2437, loss: 2.2437, grad_norm: 3.0209 2020-10-15 13:56:00,101 - mmaction - INFO - Epoch [44][480/1743] lr: 1.000e-03, eta: 1 day, 4:20:48, time: 0.834, data_time: 0.068, memory: 3025, loss_cls: 2.2715, loss: 2.2715, grad_norm: 3.0764 2020-10-15 13:56:16,502 - mmaction - INFO - Epoch [44][500/1743] lr: 1.000e-03, eta: 1 day, 4:20:22, time: 0.822, data_time: 0.143, memory: 3025, loss_cls: 2.2762, loss: 2.2762, grad_norm: 3.0793 2020-10-15 13:56:33,211 - mmaction - INFO - Epoch [44][520/1743] lr: 1.000e-03, eta: 1 day, 4:19:56, time: 0.835, data_time: 0.218, memory: 3025, loss_cls: 2.2668, loss: 2.2668, grad_norm: 3.0967 2020-10-15 13:56:49,737 - mmaction - INFO - Epoch [44][540/1743] lr: 1.000e-03, eta: 1 day, 4:19:30, time: 0.821, data_time: 0.076, memory: 3025, loss_cls: 2.2512, loss: 2.2512, grad_norm: 3.0284 2020-10-15 13:57:05,763 - mmaction - INFO - Epoch [44][560/1743] lr: 1.000e-03, eta: 1 day, 4:19:03, time: 0.808, data_time: 0.008, memory: 3025, loss_cls: 2.2705, loss: 2.2705, grad_norm: 3.0536 2020-10-15 13:57:22,100 - mmaction - INFO - Epoch [44][580/1743] lr: 1.000e-03, eta: 1 day, 4:18:37, time: 0.816, data_time: 0.002, memory: 3025, loss_cls: 2.2359, loss: 2.2359, grad_norm: 3.0278 2020-10-15 13:57:38,355 - mmaction - INFO - Epoch [44][600/1743] lr: 1.000e-03, eta: 1 day, 4:18:10, time: 0.808, data_time: 0.004, memory: 3025, loss_cls: 2.2434, loss: 2.2434, grad_norm: 3.0151 2020-10-15 13:57:54,024 - mmaction - INFO - Epoch [44][620/1743] lr: 1.000e-03, eta: 1 day, 4:17:43, time: 0.786, data_time: 0.040, memory: 3025, loss_cls: 2.2525, loss: 2.2525, grad_norm: 3.0475 2020-10-15 13:58:10,418 - mmaction - INFO - Epoch [44][640/1743] lr: 1.000e-03, eta: 1 day, 4:17:17, time: 0.819, data_time: 0.008, memory: 3025, loss_cls: 2.3057, loss: 2.3057, grad_norm: 3.1058 2020-10-15 13:58:26,369 - mmaction - INFO - Epoch [44][660/1743] lr: 1.000e-03, eta: 1 day, 4:16:50, time: 0.795, data_time: 0.006, memory: 3025, loss_cls: 2.2344, loss: 2.2344, grad_norm: 2.9884 2020-10-15 13:58:42,491 - mmaction - INFO - Epoch [44][680/1743] lr: 1.000e-03, eta: 1 day, 4:16:24, time: 0.810, data_time: 0.010, memory: 3025, loss_cls: 2.2496, loss: 2.2496, grad_norm: 3.0433 2020-10-15 13:58:58,931 - mmaction - INFO - Epoch [44][700/1743] lr: 1.000e-03, eta: 1 day, 4:15:58, time: 0.821, data_time: 0.174, memory: 3025, loss_cls: 2.2332, loss: 2.2332, grad_norm: 3.0368 2020-10-15 13:59:15,105 - mmaction - INFO - Epoch [44][720/1743] lr: 1.000e-03, eta: 1 day, 4:15:31, time: 0.813, data_time: 0.187, memory: 3025, loss_cls: 2.2686, loss: 2.2686, grad_norm: 3.0825 2020-10-15 13:59:31,910 - mmaction - INFO - Epoch [44][740/1743] lr: 1.000e-03, eta: 1 day, 4:15:06, time: 0.838, data_time: 0.276, memory: 3025, loss_cls: 2.2539, loss: 2.2539, grad_norm: 3.0472 2020-10-15 13:59:48,514 - mmaction - INFO - Epoch [44][760/1743] lr: 1.000e-03, eta: 1 day, 4:14:40, time: 0.833, data_time: 0.180, memory: 3025, loss_cls: 2.2415, loss: 2.2415, grad_norm: 3.0283 2020-10-15 14:00:05,046 - mmaction - INFO - Epoch [44][780/1743] lr: 1.000e-03, eta: 1 day, 4:14:14, time: 0.820, data_time: 0.053, memory: 3025, loss_cls: 2.2646, loss: 2.2646, grad_norm: 3.0582 2020-10-15 14:00:22,126 - mmaction - INFO - Epoch [44][800/1743] lr: 1.000e-03, eta: 1 day, 4:13:49, time: 0.858, data_time: 0.009, memory: 3025, loss_cls: 2.2473, loss: 2.2473, grad_norm: 3.0670 2020-10-15 14:00:37,811 - mmaction - INFO - Epoch [44][820/1743] lr: 1.000e-03, eta: 1 day, 4:13:21, time: 0.778, data_time: 0.004, memory: 3025, loss_cls: 2.2602, loss: 2.2602, grad_norm: 3.0498 2020-10-15 14:00:54,307 - mmaction - INFO - Epoch [44][840/1743] lr: 1.000e-03, eta: 1 day, 4:12:55, time: 0.829, data_time: 0.016, memory: 3025, loss_cls: 2.2555, loss: 2.2555, grad_norm: 3.0506 2020-10-15 14:01:10,568 - mmaction - INFO - Epoch [44][860/1743] lr: 1.000e-03, eta: 1 day, 4:12:29, time: 0.813, data_time: 0.010, memory: 3025, loss_cls: 2.2475, loss: 2.2475, grad_norm: 3.0281 2020-10-15 14:01:27,275 - mmaction - INFO - Epoch [44][880/1743] lr: 1.000e-03, eta: 1 day, 4:12:04, time: 0.839, data_time: 0.009, memory: 3025, loss_cls: 2.2252, loss: 2.2252, grad_norm: 3.0853 2020-10-15 14:01:43,161 - mmaction - INFO - Epoch [44][900/1743] lr: 1.000e-03, eta: 1 day, 4:11:37, time: 0.792, data_time: 0.005, memory: 3025, loss_cls: 2.2488, loss: 2.2488, grad_norm: 3.0637 2020-10-15 14:01:59,504 - mmaction - INFO - Epoch [44][920/1743] lr: 1.000e-03, eta: 1 day, 4:11:11, time: 0.819, data_time: 0.006, memory: 3025, loss_cls: 2.2544, loss: 2.2544, grad_norm: 3.0121 2020-10-15 14:02:15,569 - mmaction - INFO - Epoch [44][940/1743] lr: 1.000e-03, eta: 1 day, 4:10:44, time: 0.803, data_time: 0.007, memory: 3025, loss_cls: 2.2343, loss: 2.2343, grad_norm: 3.0201 2020-10-15 14:02:32,078 - mmaction - INFO - Epoch [44][960/1743] lr: 1.000e-03, eta: 1 day, 4:10:18, time: 0.826, data_time: 0.007, memory: 3025, loss_cls: 2.2810, loss: 2.2810, grad_norm: 3.0483 2020-10-15 14:02:48,560 - mmaction - INFO - Epoch [44][980/1743] lr: 1.000e-03, eta: 1 day, 4:09:52, time: 0.826, data_time: 0.048, memory: 3025, loss_cls: 2.2317, loss: 2.2317, grad_norm: 3.0671 2020-10-15 14:03:04,964 - mmaction - INFO - Epoch [44][1000/1743] lr: 1.000e-03, eta: 1 day, 4:09:26, time: 0.818, data_time: 0.136, memory: 3025, loss_cls: 2.2436, loss: 2.2436, grad_norm: 3.0448 2020-10-15 14:03:21,465 - mmaction - INFO - Epoch [44][1020/1743] lr: 1.000e-03, eta: 1 day, 4:09:00, time: 0.825, data_time: 0.298, memory: 3025, loss_cls: 2.2255, loss: 2.2255, grad_norm: 3.0102 2020-10-15 14:03:38,127 - mmaction - INFO - Epoch [44][1040/1743] lr: 1.000e-03, eta: 1 day, 4:08:34, time: 0.831, data_time: 0.310, memory: 3025, loss_cls: 2.2225, loss: 2.2225, grad_norm: 3.0233 2020-10-15 14:03:53,703 - mmaction - INFO - Epoch [44][1060/1743] lr: 1.000e-03, eta: 1 day, 4:08:07, time: 0.781, data_time: 0.169, memory: 3025, loss_cls: 2.2579, loss: 2.2579, grad_norm: 3.0226 2020-10-15 14:04:10,083 - mmaction - INFO - Epoch [44][1080/1743] lr: 1.000e-03, eta: 1 day, 4:07:41, time: 0.819, data_time: 0.060, memory: 3025, loss_cls: 2.3059, loss: 2.3059, grad_norm: 3.1035 2020-10-15 14:04:26,085 - mmaction - INFO - Epoch [44][1100/1743] lr: 1.000e-03, eta: 1 day, 4:07:15, time: 0.800, data_time: 0.295, memory: 3025, loss_cls: 2.2377, loss: 2.2377, grad_norm: 3.0833 2020-10-15 14:04:42,605 - mmaction - INFO - Epoch [44][1120/1743] lr: 1.000e-03, eta: 1 day, 4:06:49, time: 0.825, data_time: 0.185, memory: 3025, loss_cls: 2.2395, loss: 2.2395, grad_norm: 3.0277 2020-10-15 14:04:59,123 - mmaction - INFO - Epoch [44][1140/1743] lr: 1.000e-03, eta: 1 day, 4:06:23, time: 0.829, data_time: 0.236, memory: 3025, loss_cls: 2.2328, loss: 2.2328, grad_norm: 3.0670 2020-10-15 14:05:15,110 - mmaction - INFO - Epoch [44][1160/1743] lr: 1.000e-03, eta: 1 day, 4:05:56, time: 0.797, data_time: 0.063, memory: 3025, loss_cls: 2.2354, loss: 2.2354, grad_norm: 3.0632 2020-10-15 14:05:31,568 - mmaction - INFO - Epoch [44][1180/1743] lr: 1.000e-03, eta: 1 day, 4:05:30, time: 0.822, data_time: 0.177, memory: 3025, loss_cls: 2.2467, loss: 2.2467, grad_norm: 3.1132 2020-10-15 14:05:48,331 - mmaction - INFO - Epoch [44][1200/1743] lr: 1.000e-03, eta: 1 day, 4:05:05, time: 0.840, data_time: 0.259, memory: 3025, loss_cls: 2.2760, loss: 2.2760, grad_norm: 3.0945 2020-10-15 14:06:04,460 - mmaction - INFO - Epoch [44][1220/1743] lr: 1.000e-03, eta: 1 day, 4:04:38, time: 0.798, data_time: 0.317, memory: 3025, loss_cls: 2.2144, loss: 2.2144, grad_norm: 3.0015 2020-10-15 14:06:20,529 - mmaction - INFO - Epoch [44][1240/1743] lr: 1.000e-03, eta: 1 day, 4:04:12, time: 0.809, data_time: 0.269, memory: 3025, loss_cls: 2.2555, loss: 2.2555, grad_norm: 3.0413 2020-10-15 14:06:36,310 - mmaction - INFO - Epoch [44][1260/1743] lr: 1.000e-03, eta: 1 day, 4:03:45, time: 0.790, data_time: 0.198, memory: 3025, loss_cls: 2.2548, loss: 2.2548, grad_norm: 3.1013 2020-10-15 14:06:52,642 - mmaction - INFO - Epoch [44][1280/1743] lr: 1.000e-03, eta: 1 day, 4:03:19, time: 0.815, data_time: 0.207, memory: 3025, loss_cls: 2.2753, loss: 2.2753, grad_norm: 3.1317 2020-10-15 14:07:09,059 - mmaction - INFO - Epoch [44][1300/1743] lr: 1.000e-03, eta: 1 day, 4:02:53, time: 0.826, data_time: 0.065, memory: 3025, loss_cls: 2.2743, loss: 2.2743, grad_norm: 3.0757 2020-10-15 14:07:25,379 - mmaction - INFO - Epoch [44][1320/1743] lr: 1.000e-03, eta: 1 day, 4:02:27, time: 0.814, data_time: 0.184, memory: 3025, loss_cls: 2.2550, loss: 2.2550, grad_norm: 3.0412 2020-10-15 14:07:42,231 - mmaction - INFO - Epoch [44][1340/1743] lr: 1.000e-03, eta: 1 day, 4:02:02, time: 0.838, data_time: 0.261, memory: 3025, loss_cls: 2.2113, loss: 2.2113, grad_norm: 2.9954 2020-10-15 14:07:57,577 - mmaction - INFO - Epoch [44][1360/1743] lr: 1.000e-03, eta: 1 day, 4:01:34, time: 0.769, data_time: 0.226, memory: 3025, loss_cls: 2.2610, loss: 2.2610, grad_norm: 3.0764 2020-10-15 14:08:13,842 - mmaction - INFO - Epoch [44][1380/1743] lr: 1.000e-03, eta: 1 day, 4:01:08, time: 0.810, data_time: 0.171, memory: 3025, loss_cls: 2.2736, loss: 2.2736, grad_norm: 3.1423 2020-10-15 14:08:30,675 - mmaction - INFO - Epoch [44][1400/1743] lr: 1.000e-03, eta: 1 day, 4:00:43, time: 0.849, data_time: 0.257, memory: 3025, loss_cls: 2.2612, loss: 2.2612, grad_norm: 3.0652 2020-10-15 14:08:46,216 - mmaction - INFO - Epoch [44][1420/1743] lr: 1.000e-03, eta: 1 day, 4:00:16, time: 0.775, data_time: 0.304, memory: 3025, loss_cls: 2.2523, loss: 2.2523, grad_norm: 3.0880 2020-10-15 14:09:02,660 - mmaction - INFO - Epoch [44][1440/1743] lr: 1.000e-03, eta: 1 day, 3:59:50, time: 0.821, data_time: 0.266, memory: 3025, loss_cls: 2.2393, loss: 2.2393, grad_norm: 3.0999 2020-10-15 14:09:19,407 - mmaction - INFO - Epoch [44][1460/1743] lr: 1.000e-03, eta: 1 day, 3:59:24, time: 0.841, data_time: 0.228, memory: 3025, loss_cls: 2.2640, loss: 2.2640, grad_norm: 3.0840 2020-10-15 14:09:36,247 - mmaction - INFO - Epoch [44][1480/1743] lr: 1.000e-03, eta: 1 day, 3:58:59, time: 0.838, data_time: 0.192, memory: 3025, loss_cls: 2.2500, loss: 2.2500, grad_norm: 3.0484 2020-10-15 14:09:52,211 - mmaction - INFO - Epoch [44][1500/1743] lr: 1.000e-03, eta: 1 day, 3:58:32, time: 0.801, data_time: 0.291, memory: 3025, loss_cls: 2.2757, loss: 2.2757, grad_norm: 3.1126 2020-10-15 14:10:08,557 - mmaction - INFO - Epoch [44][1520/1743] lr: 1.000e-03, eta: 1 day, 3:58:06, time: 0.816, data_time: 0.337, memory: 3025, loss_cls: 2.2524, loss: 2.2524, grad_norm: 3.0539 2020-10-15 14:10:24,693 - mmaction - INFO - Epoch [44][1540/1743] lr: 1.000e-03, eta: 1 day, 3:57:40, time: 0.802, data_time: 0.180, memory: 3025, loss_cls: 2.2133, loss: 2.2133, grad_norm: 3.0435 2020-10-15 14:10:40,774 - mmaction - INFO - Epoch [44][1560/1743] lr: 1.000e-03, eta: 1 day, 3:57:14, time: 0.809, data_time: 0.055, memory: 3025, loss_cls: 2.2612, loss: 2.2612, grad_norm: 3.0468 2020-10-15 14:10:56,565 - mmaction - INFO - Epoch [44][1580/1743] lr: 1.000e-03, eta: 1 day, 3:56:47, time: 0.789, data_time: 0.007, memory: 3025, loss_cls: 2.2569, loss: 2.2569, grad_norm: 3.0783 2020-10-15 14:11:12,836 - mmaction - INFO - Epoch [44][1600/1743] lr: 1.000e-03, eta: 1 day, 3:56:21, time: 0.817, data_time: 0.101, memory: 3025, loss_cls: 2.2759, loss: 2.2759, grad_norm: 3.0791 2020-10-15 14:11:30,161 - mmaction - INFO - Epoch [44][1620/1743] lr: 1.000e-03, eta: 1 day, 3:55:56, time: 0.864, data_time: 0.260, memory: 3025, loss_cls: 2.2660, loss: 2.2660, grad_norm: 3.0885 2020-10-15 14:11:46,132 - mmaction - INFO - Epoch [44][1640/1743] lr: 1.000e-03, eta: 1 day, 3:55:30, time: 0.799, data_time: 0.324, memory: 3025, loss_cls: 2.2700, loss: 2.2700, grad_norm: 3.0823 2020-10-15 14:12:02,499 - mmaction - INFO - Epoch [44][1660/1743] lr: 1.000e-03, eta: 1 day, 3:55:04, time: 0.811, data_time: 0.303, memory: 3025, loss_cls: 2.2543, loss: 2.2543, grad_norm: 3.0710 2020-10-15 14:12:19,281 - mmaction - INFO - Epoch [44][1680/1743] lr: 1.000e-03, eta: 1 day, 3:54:38, time: 0.842, data_time: 0.355, memory: 3025, loss_cls: 2.2324, loss: 2.2324, grad_norm: 3.0377 2020-10-15 14:12:34,597 - mmaction - INFO - Epoch [44][1700/1743] lr: 1.000e-03, eta: 1 day, 3:54:11, time: 0.769, data_time: 0.331, memory: 3025, loss_cls: 2.2487, loss: 2.2487, grad_norm: 3.1090 2020-10-15 14:12:50,848 - mmaction - INFO - Epoch [44][1720/1743] lr: 1.000e-03, eta: 1 day, 3:53:45, time: 0.808, data_time: 0.325, memory: 3025, loss_cls: 2.2348, loss: 2.2348, grad_norm: 3.0641 2020-10-15 14:13:07,330 - mmaction - INFO - Epoch [44][1740/1743] lr: 1.000e-03, eta: 1 day, 3:53:19, time: 0.829, data_time: 0.356, memory: 3025, loss_cls: 2.2259, loss: 2.2259, grad_norm: 3.0970 2020-10-15 14:13:49,102 - mmaction - INFO - Epoch [45][20/1743] lr: 1.000e-03, eta: 1 day, 3:53:13, time: 1.874, data_time: 1.092, memory: 3025, loss_cls: 2.2704, loss: 2.2704, grad_norm: 3.1580 2020-10-15 14:14:05,724 - mmaction - INFO - Epoch [45][40/1743] lr: 1.000e-03, eta: 1 day, 3:52:48, time: 0.827, data_time: 0.009, memory: 3025, loss_cls: 2.2604, loss: 2.2604, grad_norm: 3.0640 2020-10-15 14:14:22,630 - mmaction - INFO - Epoch [45][60/1743] lr: 1.000e-03, eta: 1 day, 3:52:22, time: 0.848, data_time: 0.009, memory: 3025, loss_cls: 2.2731, loss: 2.2731, grad_norm: 3.1442 2020-10-15 14:14:40,043 - mmaction - INFO - Epoch [45][80/1743] lr: 1.000e-03, eta: 1 day, 3:51:58, time: 0.871, data_time: 0.005, memory: 3025, loss_cls: 2.2627, loss: 2.2627, grad_norm: 3.1042 2020-10-15 14:14:56,228 - mmaction - INFO - Epoch [45][100/1743] lr: 1.000e-03, eta: 1 day, 3:51:32, time: 0.804, data_time: 0.006, memory: 3025, loss_cls: 2.2654, loss: 2.2654, grad_norm: 3.0668 2020-10-15 14:15:12,305 - mmaction - INFO - Epoch [45][120/1743] lr: 1.000e-03, eta: 1 day, 3:51:05, time: 0.805, data_time: 0.010, memory: 3025, loss_cls: 2.2422, loss: 2.2422, grad_norm: 3.0825 2020-10-15 14:15:28,485 - mmaction - INFO - Epoch [45][140/1743] lr: 1.000e-03, eta: 1 day, 3:50:39, time: 0.814, data_time: 0.010, memory: 3025, loss_cls: 2.2554, loss: 2.2554, grad_norm: 3.0987 2020-10-15 14:15:44,644 - mmaction - INFO - Epoch [45][160/1743] lr: 1.000e-03, eta: 1 day, 3:50:13, time: 0.800, data_time: 0.004, memory: 3025, loss_cls: 2.2644, loss: 2.2644, grad_norm: 3.0828 2020-10-15 14:16:00,956 - mmaction - INFO - Epoch [45][180/1743] lr: 1.000e-03, eta: 1 day, 3:49:47, time: 0.819, data_time: 0.012, memory: 3025, loss_cls: 2.2150, loss: 2.2150, grad_norm: 3.0583 2020-10-15 14:16:17,693 - mmaction - INFO - Epoch [45][200/1743] lr: 1.000e-03, eta: 1 day, 3:49:22, time: 0.842, data_time: 0.012, memory: 3025, loss_cls: 2.2237, loss: 2.2237, grad_norm: 2.9866 2020-10-15 14:16:34,695 - mmaction - INFO - Epoch [45][220/1743] lr: 1.000e-03, eta: 1 day, 3:48:57, time: 0.850, data_time: 0.003, memory: 3025, loss_cls: 2.2354, loss: 2.2354, grad_norm: 3.0505 2020-10-15 14:16:51,783 - mmaction - INFO - Epoch [45][240/1743] lr: 1.000e-03, eta: 1 day, 3:48:32, time: 0.856, data_time: 0.002, memory: 3025, loss_cls: 2.2276, loss: 2.2276, grad_norm: 3.0862 2020-10-15 14:17:08,322 - mmaction - INFO - Epoch [45][260/1743] lr: 1.000e-03, eta: 1 day, 3:48:06, time: 0.826, data_time: 0.003, memory: 3025, loss_cls: 2.2027, loss: 2.2027, grad_norm: 3.0300 2020-10-15 14:17:24,969 - mmaction - INFO - Epoch [45][280/1743] lr: 1.000e-03, eta: 1 day, 3:47:40, time: 0.827, data_time: 0.002, memory: 3025, loss_cls: 2.2771, loss: 2.2771, grad_norm: 3.1147 2020-10-15 14:17:41,701 - mmaction - INFO - Epoch [45][300/1743] lr: 1.000e-03, eta: 1 day, 3:47:15, time: 0.842, data_time: 0.007, memory: 3025, loss_cls: 2.2705, loss: 2.2705, grad_norm: 3.0985 2020-10-15 14:17:58,816 - mmaction - INFO - Epoch [45][320/1743] lr: 1.000e-03, eta: 1 day, 3:46:50, time: 0.850, data_time: 0.003, memory: 3025, loss_cls: 2.2829, loss: 2.2829, grad_norm: 3.1155 2020-10-15 14:18:15,171 - mmaction - INFO - Epoch [45][340/1743] lr: 1.000e-03, eta: 1 day, 3:46:24, time: 0.818, data_time: 0.009, memory: 3025, loss_cls: 2.2103, loss: 2.2103, grad_norm: 3.0858 2020-10-15 14:18:32,039 - mmaction - INFO - Epoch [45][360/1743] lr: 1.000e-03, eta: 1 day, 3:45:59, time: 0.848, data_time: 0.007, memory: 3025, loss_cls: 2.2757, loss: 2.2757, grad_norm: 3.1127 2020-10-15 14:18:48,437 - mmaction - INFO - Epoch [45][380/1743] lr: 1.000e-03, eta: 1 day, 3:45:33, time: 0.818, data_time: 0.003, memory: 3025, loss_cls: 2.2379, loss: 2.2379, grad_norm: 3.0745 2020-10-15 14:19:04,375 - mmaction - INFO - Epoch [45][400/1743] lr: 1.000e-03, eta: 1 day, 3:45:07, time: 0.795, data_time: 0.007, memory: 3025, loss_cls: 2.2183, loss: 2.2183, grad_norm: 3.0794 2020-10-15 14:19:20,559 - mmaction - INFO - Epoch [45][420/1743] lr: 1.000e-03, eta: 1 day, 3:44:41, time: 0.815, data_time: 0.007, memory: 3025, loss_cls: 2.2371, loss: 2.2371, grad_norm: 3.0604 2020-10-15 14:19:36,813 - mmaction - INFO - Epoch [45][440/1743] lr: 1.000e-03, eta: 1 day, 3:44:15, time: 0.806, data_time: 0.002, memory: 3025, loss_cls: 2.2036, loss: 2.2036, grad_norm: 3.0594 2020-10-15 14:19:53,082 - mmaction - INFO - Epoch [45][460/1743] lr: 1.000e-03, eta: 1 day, 3:43:49, time: 0.820, data_time: 0.009, memory: 3025, loss_cls: 2.2209, loss: 2.2209, grad_norm: 3.0764 2020-10-15 14:20:09,383 - mmaction - INFO - Epoch [45][480/1743] lr: 1.000e-03, eta: 1 day, 3:43:23, time: 0.813, data_time: 0.003, memory: 3025, loss_cls: 2.2720, loss: 2.2720, grad_norm: 3.1028 2020-10-15 14:20:25,280 - mmaction - INFO - Epoch [45][500/1743] lr: 1.000e-03, eta: 1 day, 3:42:57, time: 0.793, data_time: 0.004, memory: 3025, loss_cls: 2.2655, loss: 2.2655, grad_norm: 3.0908 2020-10-15 14:20:41,524 - mmaction - INFO - Epoch [45][520/1743] lr: 1.000e-03, eta: 1 day, 3:42:31, time: 0.810, data_time: 0.006, memory: 3025, loss_cls: 2.2478, loss: 2.2478, grad_norm: 3.0670 2020-10-15 14:20:57,594 - mmaction - INFO - Epoch [45][540/1743] lr: 1.000e-03, eta: 1 day, 3:42:04, time: 0.803, data_time: 0.008, memory: 3025, loss_cls: 2.2336, loss: 2.2336, grad_norm: 3.0933 2020-10-15 14:21:13,329 - mmaction - INFO - Epoch [45][560/1743] lr: 1.000e-03, eta: 1 day, 3:41:38, time: 0.793, data_time: 0.008, memory: 3025, loss_cls: 2.1999, loss: 2.1999, grad_norm: 3.0448 2020-10-15 14:21:29,832 - mmaction - INFO - Epoch [45][580/1743] lr: 1.000e-03, eta: 1 day, 3:41:12, time: 0.826, data_time: 0.003, memory: 3025, loss_cls: 2.2314, loss: 2.2314, grad_norm: 3.0386 2020-10-15 14:21:45,659 - mmaction - INFO - Epoch [45][600/1743] lr: 1.000e-03, eta: 1 day, 3:40:46, time: 0.785, data_time: 0.002, memory: 3025, loss_cls: 2.2055, loss: 2.2055, grad_norm: 3.0688 2020-10-15 14:22:02,525 - mmaction - INFO - Epoch [45][620/1743] lr: 1.000e-03, eta: 1 day, 3:40:21, time: 0.846, data_time: 0.008, memory: 3025, loss_cls: 2.2180, loss: 2.2180, grad_norm: 3.1116 2020-10-15 14:22:18,318 - mmaction - INFO - Epoch [45][640/1743] lr: 1.000e-03, eta: 1 day, 3:39:54, time: 0.789, data_time: 0.008, memory: 3025, loss_cls: 2.2427, loss: 2.2427, grad_norm: 3.0559 2020-10-15 14:22:34,185 - mmaction - INFO - Epoch [45][660/1743] lr: 1.000e-03, eta: 1 day, 3:39:28, time: 0.793, data_time: 0.006, memory: 3025, loss_cls: 2.2266, loss: 2.2266, grad_norm: 3.0998 2020-10-15 14:22:50,290 - mmaction - INFO - Epoch [45][680/1743] lr: 1.000e-03, eta: 1 day, 3:39:02, time: 0.808, data_time: 0.005, memory: 3025, loss_cls: 2.2495, loss: 2.2495, grad_norm: 3.0652 2020-10-15 14:23:06,384 - mmaction - INFO - Epoch [45][700/1743] lr: 1.000e-03, eta: 1 day, 3:38:36, time: 0.803, data_time: 0.005, memory: 3025, loss_cls: 2.2686, loss: 2.2686, grad_norm: 3.0891 2020-10-15 14:23:22,669 - mmaction - INFO - Epoch [45][720/1743] lr: 1.000e-03, eta: 1 day, 3:38:10, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.2157, loss: 2.2157, grad_norm: 3.0561 2020-10-15 14:23:38,746 - mmaction - INFO - Epoch [45][740/1743] lr: 1.000e-03, eta: 1 day, 3:37:43, time: 0.803, data_time: 0.009, memory: 3025, loss_cls: 2.2319, loss: 2.2319, grad_norm: 3.0549 2020-10-15 14:23:54,403 - mmaction - INFO - Epoch [45][760/1743] lr: 1.000e-03, eta: 1 day, 3:37:17, time: 0.786, data_time: 0.009, memory: 3025, loss_cls: 2.2403, loss: 2.2403, grad_norm: 3.0374 2020-10-15 14:24:09,974 - mmaction - INFO - Epoch [45][780/1743] lr: 1.000e-03, eta: 1 day, 3:36:50, time: 0.780, data_time: 0.006, memory: 3025, loss_cls: 2.2333, loss: 2.2333, grad_norm: 3.0477 2020-10-15 14:24:26,281 - mmaction - INFO - Epoch [45][800/1743] lr: 1.000e-03, eta: 1 day, 3:36:24, time: 0.815, data_time: 0.005, memory: 3025, loss_cls: 2.2420, loss: 2.2420, grad_norm: 3.0641 2020-10-15 14:24:42,779 - mmaction - INFO - Epoch [45][820/1743] lr: 1.000e-03, eta: 1 day, 3:35:59, time: 0.826, data_time: 0.006, memory: 3025, loss_cls: 2.2429, loss: 2.2429, grad_norm: 3.0534 2020-10-15 14:24:59,024 - mmaction - INFO - Epoch [45][840/1743] lr: 1.000e-03, eta: 1 day, 3:35:33, time: 0.806, data_time: 0.004, memory: 3025, loss_cls: 2.2638, loss: 2.2638, grad_norm: 3.0792 2020-10-15 14:25:15,461 - mmaction - INFO - Epoch [45][860/1743] lr: 1.000e-03, eta: 1 day, 3:35:07, time: 0.827, data_time: 0.012, memory: 3025, loss_cls: 2.2416, loss: 2.2416, grad_norm: 3.0916 2020-10-15 14:25:31,038 - mmaction - INFO - Epoch [45][880/1743] lr: 1.000e-03, eta: 1 day, 3:34:41, time: 0.781, data_time: 0.007, memory: 3025, loss_cls: 2.2568, loss: 2.2568, grad_norm: 3.0681 2020-10-15 14:25:47,093 - mmaction - INFO - Epoch [45][900/1743] lr: 1.000e-03, eta: 1 day, 3:34:14, time: 0.801, data_time: 0.008, memory: 3025, loss_cls: 2.2743, loss: 2.2743, grad_norm: 3.1258 2020-10-15 14:26:02,878 - mmaction - INFO - Epoch [45][920/1743] lr: 1.000e-03, eta: 1 day, 3:33:48, time: 0.787, data_time: 0.007, memory: 3025, loss_cls: 2.2348, loss: 2.2348, grad_norm: 3.1154 2020-10-15 14:26:19,072 - mmaction - INFO - Epoch [45][940/1743] lr: 1.000e-03, eta: 1 day, 3:33:22, time: 0.812, data_time: 0.007, memory: 3025, loss_cls: 2.2401, loss: 2.2401, grad_norm: 3.0684 2020-10-15 14:26:35,045 - mmaction - INFO - Epoch [45][960/1743] lr: 1.000e-03, eta: 1 day, 3:32:56, time: 0.792, data_time: 0.005, memory: 3025, loss_cls: 2.2759, loss: 2.2759, grad_norm: 3.0896 2020-10-15 14:26:51,070 - mmaction - INFO - Epoch [45][980/1743] lr: 1.000e-03, eta: 1 day, 3:32:30, time: 0.801, data_time: 0.013, memory: 3025, loss_cls: 2.2192, loss: 2.2192, grad_norm: 3.0390 2020-10-15 14:27:07,626 - mmaction - INFO - Epoch [45][1000/1743] lr: 1.000e-03, eta: 1 day, 3:32:04, time: 0.835, data_time: 0.012, memory: 3025, loss_cls: 2.2417, loss: 2.2417, grad_norm: 3.1533 2020-10-15 14:27:23,400 - mmaction - INFO - Epoch [45][1020/1743] lr: 1.000e-03, eta: 1 day, 3:31:38, time: 0.782, data_time: 0.005, memory: 3025, loss_cls: 2.2475, loss: 2.2475, grad_norm: 3.1080 2020-10-15 14:27:39,076 - mmaction - INFO - Epoch [45][1040/1743] lr: 1.000e-03, eta: 1 day, 3:31:11, time: 0.782, data_time: 0.010, memory: 3025, loss_cls: 2.2486, loss: 2.2486, grad_norm: 3.1537 2020-10-15 14:27:55,483 - mmaction - INFO - Epoch [45][1060/1743] lr: 1.000e-03, eta: 1 day, 3:30:46, time: 0.816, data_time: 0.012, memory: 3025, loss_cls: 2.2411, loss: 2.2411, grad_norm: 3.1078 2020-10-15 14:28:11,523 - mmaction - INFO - Epoch [45][1080/1743] lr: 1.000e-03, eta: 1 day, 3:30:20, time: 0.814, data_time: 0.016, memory: 3025, loss_cls: 2.2459, loss: 2.2459, grad_norm: 3.1108 2020-10-15 14:28:27,554 - mmaction - INFO - Epoch [45][1100/1743] lr: 1.000e-03, eta: 1 day, 3:29:54, time: 0.804, data_time: 0.004, memory: 3025, loss_cls: 2.2858, loss: 2.2858, grad_norm: 3.1562 2020-10-15 14:28:44,148 - mmaction - INFO - Epoch [45][1120/1743] lr: 1.000e-03, eta: 1 day, 3:29:28, time: 0.821, data_time: 0.003, memory: 3025, loss_cls: 2.2550, loss: 2.2550, grad_norm: 3.2118 2020-10-15 14:28:59,948 - mmaction - INFO - Epoch [45][1140/1743] lr: 1.000e-03, eta: 1 day, 3:29:02, time: 0.797, data_time: 0.009, memory: 3025, loss_cls: 2.2519, loss: 2.2519, grad_norm: 3.0728 2020-10-15 14:29:15,619 - mmaction - INFO - Epoch [45][1160/1743] lr: 1.000e-03, eta: 1 day, 3:28:35, time: 0.778, data_time: 0.002, memory: 3025, loss_cls: 2.2727, loss: 2.2727, grad_norm: 3.1189 2020-10-15 14:29:31,523 - mmaction - INFO - Epoch [45][1180/1743] lr: 1.000e-03, eta: 1 day, 3:28:09, time: 0.799, data_time: 0.010, memory: 3025, loss_cls: 2.2397, loss: 2.2397, grad_norm: 3.0970 2020-10-15 14:29:47,610 - mmaction - INFO - Epoch [45][1200/1743] lr: 1.000e-03, eta: 1 day, 3:27:43, time: 0.804, data_time: 0.005, memory: 3025, loss_cls: 2.2651, loss: 2.2651, grad_norm: 3.1089 2020-10-15 14:30:03,694 - mmaction - INFO - Epoch [45][1220/1743] lr: 1.000e-03, eta: 1 day, 3:27:17, time: 0.800, data_time: 0.004, memory: 3025, loss_cls: 2.2583, loss: 2.2583, grad_norm: 3.1219 2020-10-15 14:30:19,701 - mmaction - INFO - Epoch [45][1240/1743] lr: 1.000e-03, eta: 1 day, 3:26:51, time: 0.804, data_time: 0.012, memory: 3025, loss_cls: 2.2396, loss: 2.2396, grad_norm: 3.0893 2020-10-15 14:30:36,266 - mmaction - INFO - Epoch [45][1260/1743] lr: 1.000e-03, eta: 1 day, 3:26:26, time: 0.827, data_time: 0.006, memory: 3025, loss_cls: 2.2583, loss: 2.2583, grad_norm: 3.0695 2020-10-15 14:30:52,727 - mmaction - INFO - Epoch [45][1280/1743] lr: 1.000e-03, eta: 1 day, 3:26:00, time: 0.825, data_time: 0.006, memory: 3025, loss_cls: 2.2223, loss: 2.2223, grad_norm: 3.0384 2020-10-15 14:31:08,940 - mmaction - INFO - Epoch [45][1300/1743] lr: 1.000e-03, eta: 1 day, 3:25:34, time: 0.808, data_time: 0.010, memory: 3025, loss_cls: 2.2089, loss: 2.2089, grad_norm: 3.0731 2020-10-15 14:31:25,392 - mmaction - INFO - Epoch [45][1320/1743] lr: 1.000e-03, eta: 1 day, 3:25:09, time: 0.828, data_time: 0.010, memory: 3025, loss_cls: 2.2484, loss: 2.2484, grad_norm: 3.0930 2020-10-15 14:31:41,126 - mmaction - INFO - Epoch [45][1340/1743] lr: 1.000e-03, eta: 1 day, 3:24:43, time: 0.784, data_time: 0.005, memory: 3025, loss_cls: 2.2683, loss: 2.2683, grad_norm: 3.0737 2020-10-15 14:31:57,126 - mmaction - INFO - Epoch [45][1360/1743] lr: 1.000e-03, eta: 1 day, 3:24:16, time: 0.796, data_time: 0.005, memory: 3025, loss_cls: 2.2572, loss: 2.2572, grad_norm: 3.0863 2020-10-15 14:32:12,910 - mmaction - INFO - Epoch [45][1380/1743] lr: 1.000e-03, eta: 1 day, 3:23:50, time: 0.793, data_time: 0.013, memory: 3025, loss_cls: 2.2853, loss: 2.2853, grad_norm: 3.1538 2020-10-15 14:32:29,377 - mmaction - INFO - Epoch [45][1400/1743] lr: 1.000e-03, eta: 1 day, 3:23:25, time: 0.819, data_time: 0.005, memory: 3025, loss_cls: 2.2217, loss: 2.2217, grad_norm: 3.0961 2020-10-15 14:32:45,488 - mmaction - INFO - Epoch [45][1420/1743] lr: 1.000e-03, eta: 1 day, 3:22:59, time: 0.809, data_time: 0.010, memory: 3025, loss_cls: 2.2448, loss: 2.2448, grad_norm: 3.0937 2020-10-15 14:33:01,651 - mmaction - INFO - Epoch [45][1440/1743] lr: 1.000e-03, eta: 1 day, 3:22:33, time: 0.804, data_time: 0.008, memory: 3025, loss_cls: 2.2392, loss: 2.2392, grad_norm: 3.0668 2020-10-15 14:33:17,423 - mmaction - INFO - Epoch [45][1460/1743] lr: 1.000e-03, eta: 1 day, 3:22:07, time: 0.792, data_time: 0.010, memory: 3025, loss_cls: 2.2782, loss: 2.2782, grad_norm: 3.1832 2020-10-15 14:33:34,174 - mmaction - INFO - Epoch [45][1480/1743] lr: 1.000e-03, eta: 1 day, 3:21:42, time: 0.841, data_time: 0.009, memory: 3025, loss_cls: 2.2180, loss: 2.2180, grad_norm: 3.0923 2020-10-15 14:33:50,562 - mmaction - INFO - Epoch [45][1500/1743] lr: 1.000e-03, eta: 1 day, 3:21:16, time: 0.817, data_time: 0.004, memory: 3025, loss_cls: 2.2496, loss: 2.2496, grad_norm: 3.1650 2020-10-15 14:34:06,818 - mmaction - INFO - Epoch [45][1520/1743] lr: 1.000e-03, eta: 1 day, 3:20:50, time: 0.816, data_time: 0.006, memory: 3025, loss_cls: 2.2449, loss: 2.2449, grad_norm: 3.1396 2020-10-15 14:34:23,024 - mmaction - INFO - Epoch [45][1540/1743] lr: 1.000e-03, eta: 1 day, 3:20:25, time: 0.808, data_time: 0.003, memory: 3025, loss_cls: 2.2225, loss: 2.2225, grad_norm: 3.0137 2020-10-15 14:34:39,013 - mmaction - INFO - Epoch [45][1560/1743] lr: 1.000e-03, eta: 1 day, 3:19:59, time: 0.800, data_time: 0.005, memory: 3025, loss_cls: 2.2555, loss: 2.2555, grad_norm: 3.0882 2020-10-15 14:34:55,081 - mmaction - INFO - Epoch [45][1580/1743] lr: 1.000e-03, eta: 1 day, 3:19:33, time: 0.801, data_time: 0.007, memory: 3025, loss_cls: 2.2682, loss: 2.2682, grad_norm: 3.1780 2020-10-15 14:35:11,531 - mmaction - INFO - Epoch [45][1600/1743] lr: 1.000e-03, eta: 1 day, 3:19:07, time: 0.823, data_time: 0.012, memory: 3025, loss_cls: 2.2145, loss: 2.2145, grad_norm: 3.0562 2020-10-15 14:35:27,703 - mmaction - INFO - Epoch [45][1620/1743] lr: 1.000e-03, eta: 1 day, 3:18:41, time: 0.813, data_time: 0.007, memory: 3025, loss_cls: 2.2552, loss: 2.2552, grad_norm: 3.0890 2020-10-15 14:35:44,233 - mmaction - INFO - Epoch [45][1640/1743] lr: 1.000e-03, eta: 1 day, 3:18:16, time: 0.827, data_time: 0.001, memory: 3025, loss_cls: 2.2465, loss: 2.2465, grad_norm: 3.1173 2020-10-15 14:36:00,919 - mmaction - INFO - Epoch [45][1660/1743] lr: 1.000e-03, eta: 1 day, 3:17:51, time: 0.835, data_time: 0.002, memory: 3025, loss_cls: 2.2054, loss: 2.2054, grad_norm: 3.0483 2020-10-15 14:36:16,774 - mmaction - INFO - Epoch [45][1680/1743] lr: 1.000e-03, eta: 1 day, 3:17:25, time: 0.791, data_time: 0.002, memory: 3025, loss_cls: 2.2371, loss: 2.2371, grad_norm: 3.1069 2020-10-15 14:36:32,697 - mmaction - INFO - Epoch [45][1700/1743] lr: 1.000e-03, eta: 1 day, 3:16:59, time: 0.792, data_time: 0.004, memory: 3025, loss_cls: 2.2482, loss: 2.2482, grad_norm: 3.0920 2020-10-15 14:36:49,151 - mmaction - INFO - Epoch [45][1720/1743] lr: 1.000e-03, eta: 1 day, 3:16:33, time: 0.828, data_time: 0.011, memory: 3025, loss_cls: 2.2529, loss: 2.2529, grad_norm: 3.1222 2020-10-15 14:37:05,394 - mmaction - INFO - Epoch [45][1740/1743] lr: 1.000e-03, eta: 1 day, 3:16:08, time: 0.812, data_time: 0.009, memory: 3025, loss_cls: 2.2235, loss: 2.2235, grad_norm: 3.1140 2020-10-15 14:37:10,022 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-10-15 14:39:03,740 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-15 14:39:09,637 - mmaction - INFO - mean_average_precision 0.7111 2020-10-15 14:39:09,714 - mmaction - INFO - Epoch(val) [45][1743] mean_average_precision: 0.7111 2020-10-15 14:39:36,615 - mmaction - INFO - Epoch [46][20/1743] lr: 1.000e-03, eta: 1 day, 3:15:48, time: 1.340, data_time: 0.934, memory: 3025, loss_cls: 2.2425, loss: 2.2425, grad_norm: 3.0895 2020-10-15 14:39:53,023 - mmaction - INFO - Epoch [46][40/1743] lr: 1.000e-03, eta: 1 day, 3:15:23, time: 0.818, data_time: 0.353, memory: 3025, loss_cls: 2.2415, loss: 2.2415, grad_norm: 3.0996 2020-10-15 14:40:08,909 - mmaction - INFO - Epoch [46][60/1743] lr: 1.000e-03, eta: 1 day, 3:14:56, time: 0.790, data_time: 0.322, memory: 3025, loss_cls: 2.2446, loss: 2.2446, grad_norm: 3.1033 2020-10-15 14:40:25,791 - mmaction - INFO - Epoch [46][80/1743] lr: 1.000e-03, eta: 1 day, 3:14:32, time: 0.845, data_time: 0.356, memory: 3025, loss_cls: 2.2314, loss: 2.2314, grad_norm: 3.0414 2020-10-15 14:40:41,568 - mmaction - INFO - Epoch [46][100/1743] lr: 1.000e-03, eta: 1 day, 3:14:06, time: 0.796, data_time: 0.164, memory: 3025, loss_cls: 2.2407, loss: 2.2407, grad_norm: 3.1541 2020-10-15 14:40:56,822 - mmaction - INFO - Epoch [46][120/1743] lr: 1.000e-03, eta: 1 day, 3:13:39, time: 0.760, data_time: 0.002, memory: 3025, loss_cls: 2.2220, loss: 2.2220, grad_norm: 3.1046 2020-10-15 14:41:13,202 - mmaction - INFO - Epoch [46][140/1743] lr: 1.000e-03, eta: 1 day, 3:13:13, time: 0.816, data_time: 0.005, memory: 3025, loss_cls: 2.2465, loss: 2.2465, grad_norm: 3.1201 2020-10-15 14:41:29,682 - mmaction - INFO - Epoch [46][160/1743] lr: 1.000e-03, eta: 1 day, 3:12:48, time: 0.829, data_time: 0.009, memory: 3025, loss_cls: 2.2569, loss: 2.2569, grad_norm: 3.1147 2020-10-15 14:41:44,608 - mmaction - INFO - Epoch [46][180/1743] lr: 1.000e-03, eta: 1 day, 3:12:21, time: 0.745, data_time: 0.002, memory: 3025, loss_cls: 2.2125, loss: 2.2125, grad_norm: 3.0892 2020-10-15 14:42:00,750 - mmaction - INFO - Epoch [46][200/1743] lr: 1.000e-03, eta: 1 day, 3:11:55, time: 0.808, data_time: 0.004, memory: 3025, loss_cls: 2.2308, loss: 2.2308, grad_norm: 3.0994 2020-10-15 14:42:17,151 - mmaction - INFO - Epoch [46][220/1743] lr: 1.000e-03, eta: 1 day, 3:11:29, time: 0.813, data_time: 0.003, memory: 3025, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.1034 2020-10-15 14:42:32,795 - mmaction - INFO - Epoch [46][240/1743] lr: 1.000e-03, eta: 1 day, 3:11:03, time: 0.786, data_time: 0.009, memory: 3025, loss_cls: 2.2328, loss: 2.2328, grad_norm: 3.1488 2020-10-15 14:42:49,180 - mmaction - INFO - Epoch [46][260/1743] lr: 1.000e-03, eta: 1 day, 3:10:38, time: 0.818, data_time: 0.011, memory: 3025, loss_cls: 2.2378, loss: 2.2378, grad_norm: 3.1365 2020-10-15 14:43:05,090 - mmaction - INFO - Epoch [46][280/1743] lr: 1.000e-03, eta: 1 day, 3:10:12, time: 0.793, data_time: 0.007, memory: 3025, loss_cls: 2.2379, loss: 2.2379, grad_norm: 3.1022 2020-10-15 14:43:21,865 - mmaction - INFO - Epoch [46][300/1743] lr: 1.000e-03, eta: 1 day, 3:09:47, time: 0.845, data_time: 0.010, memory: 3025, loss_cls: 2.2490, loss: 2.2490, grad_norm: 3.1544 2020-10-15 14:43:37,569 - mmaction - INFO - Epoch [46][320/1743] lr: 1.000e-03, eta: 1 day, 3:09:21, time: 0.783, data_time: 0.004, memory: 3025, loss_cls: 2.2635, loss: 2.2635, grad_norm: 3.1652 2020-10-15 14:43:53,816 - mmaction - INFO - Epoch [46][340/1743] lr: 1.000e-03, eta: 1 day, 3:08:55, time: 0.810, data_time: 0.007, memory: 3025, loss_cls: 2.2452, loss: 2.2452, grad_norm: 3.1184 2020-10-15 14:44:10,118 - mmaction - INFO - Epoch [46][360/1743] lr: 1.000e-03, eta: 1 day, 3:08:29, time: 0.818, data_time: 0.006, memory: 3025, loss_cls: 2.2195, loss: 2.2195, grad_norm: 3.1126 2020-10-15 14:44:26,446 - mmaction - INFO - Epoch [46][380/1743] lr: 1.000e-03, eta: 1 day, 3:08:04, time: 0.817, data_time: 0.005, memory: 3025, loss_cls: 2.2829, loss: 2.2829, grad_norm: 3.1456 2020-10-15 14:44:42,269 - mmaction - INFO - Epoch [46][400/1743] lr: 1.000e-03, eta: 1 day, 3:07:38, time: 0.790, data_time: 0.006, memory: 3025, loss_cls: 2.2276, loss: 2.2276, grad_norm: 3.1215 2020-10-15 14:44:58,779 - mmaction - INFO - Epoch [46][420/1743] lr: 1.000e-03, eta: 1 day, 3:07:13, time: 0.825, data_time: 0.005, memory: 3025, loss_cls: 2.2077, loss: 2.2077, grad_norm: 3.0635 2020-10-15 14:45:14,525 - mmaction - INFO - Epoch [46][440/1743] lr: 1.000e-03, eta: 1 day, 3:06:46, time: 0.783, data_time: 0.004, memory: 3025, loss_cls: 2.2174, loss: 2.2174, grad_norm: 3.0477 2020-10-15 14:45:30,705 - mmaction - INFO - Epoch [46][460/1743] lr: 1.000e-03, eta: 1 day, 3:06:21, time: 0.812, data_time: 0.008, memory: 3025, loss_cls: 2.2865, loss: 2.2865, grad_norm: 3.1730 2020-10-15 14:45:46,721 - mmaction - INFO - Epoch [46][480/1743] lr: 1.000e-03, eta: 1 day, 3:05:55, time: 0.801, data_time: 0.008, memory: 3025, loss_cls: 2.2185, loss: 2.2185, grad_norm: 3.1600 2020-10-15 14:46:03,087 - mmaction - INFO - Epoch [46][500/1743] lr: 1.000e-03, eta: 1 day, 3:05:29, time: 0.810, data_time: 0.007, memory: 3025, loss_cls: 2.2238, loss: 2.2238, grad_norm: 3.1200 2020-10-15 14:46:19,036 - mmaction - INFO - Epoch [46][520/1743] lr: 1.000e-03, eta: 1 day, 3:05:04, time: 0.807, data_time: 0.014, memory: 3025, loss_cls: 2.2290, loss: 2.2290, grad_norm: 3.0939 2020-10-15 14:46:34,919 - mmaction - INFO - Epoch [46][540/1743] lr: 1.000e-03, eta: 1 day, 3:04:38, time: 0.790, data_time: 0.004, memory: 3025, loss_cls: 2.2690, loss: 2.2690, grad_norm: 3.1749 2020-10-15 14:46:51,309 - mmaction - INFO - Epoch [46][560/1743] lr: 1.000e-03, eta: 1 day, 3:04:12, time: 0.822, data_time: 0.008, memory: 3025, loss_cls: 2.2186, loss: 2.2186, grad_norm: 3.0462 2020-10-15 14:47:07,097 - mmaction - INFO - Epoch [46][580/1743] lr: 1.000e-03, eta: 1 day, 3:03:46, time: 0.792, data_time: 0.008, memory: 3025, loss_cls: 2.2333, loss: 2.2333, grad_norm: 3.1184 2020-10-15 14:47:23,579 - mmaction - INFO - Epoch [46][600/1743] lr: 1.000e-03, eta: 1 day, 3:03:21, time: 0.820, data_time: 0.006, memory: 3025, loss_cls: 2.2490, loss: 2.2490, grad_norm: 3.1155 2020-10-15 14:47:39,316 - mmaction - INFO - Epoch [46][620/1743] lr: 1.000e-03, eta: 1 day, 3:02:55, time: 0.786, data_time: 0.007, memory: 3025, loss_cls: 2.2445, loss: 2.2445, grad_norm: 3.1399 2020-10-15 14:47:55,379 - mmaction - INFO - Epoch [46][640/1743] lr: 1.000e-03, eta: 1 day, 3:02:29, time: 0.802, data_time: 0.010, memory: 3025, loss_cls: 2.2465, loss: 2.2465, grad_norm: 3.1572 2020-10-15 14:48:11,440 - mmaction - INFO - Epoch [46][660/1743] lr: 1.000e-03, eta: 1 day, 3:02:04, time: 0.808, data_time: 0.008, memory: 3025, loss_cls: 2.2754, loss: 2.2754, grad_norm: 3.1657 2020-10-15 14:48:27,043 - mmaction - INFO - Epoch [46][680/1743] lr: 1.000e-03, eta: 1 day, 3:01:37, time: 0.778, data_time: 0.005, memory: 3025, loss_cls: 2.2916, loss: 2.2916, grad_norm: 3.1851 2020-10-15 14:48:42,946 - mmaction - INFO - Epoch [46][700/1743] lr: 1.000e-03, eta: 1 day, 3:01:11, time: 0.797, data_time: 0.006, memory: 3025, loss_cls: 2.2351, loss: 2.2351, grad_norm: 3.1394 2020-10-15 14:48:59,559 - mmaction - INFO - Epoch [46][720/1743] lr: 1.000e-03, eta: 1 day, 3:00:46, time: 0.828, data_time: 0.005, memory: 3025, loss_cls: 2.2638, loss: 2.2638, grad_norm: 3.1974 2020-10-15 14:49:16,150 - mmaction - INFO - Epoch [46][740/1743] lr: 1.000e-03, eta: 1 day, 3:00:21, time: 0.833, data_time: 0.006, memory: 3025, loss_cls: 2.2437, loss: 2.2437, grad_norm: 3.1738 2020-10-15 14:49:32,494 - mmaction - INFO - Epoch [46][760/1743] lr: 1.000e-03, eta: 1 day, 2:59:56, time: 0.813, data_time: 0.004, memory: 3025, loss_cls: 2.2136, loss: 2.2136, grad_norm: 3.0978 2020-10-15 14:49:48,480 - mmaction - INFO - Epoch [46][780/1743] lr: 1.000e-03, eta: 1 day, 2:59:30, time: 0.799, data_time: 0.008, memory: 3025, loss_cls: 2.2349, loss: 2.2349, grad_norm: 3.1777 2020-10-15 14:50:04,928 - mmaction - INFO - Epoch [46][800/1743] lr: 1.000e-03, eta: 1 day, 2:59:05, time: 0.827, data_time: 0.008, memory: 3025, loss_cls: 2.2410, loss: 2.2410, grad_norm: 3.1337 2020-10-15 14:50:20,966 - mmaction - INFO - Epoch [46][820/1743] lr: 1.000e-03, eta: 1 day, 2:58:39, time: 0.802, data_time: 0.003, memory: 3025, loss_cls: 2.2363, loss: 2.2363, grad_norm: 3.1546 2020-10-15 14:50:37,112 - mmaction - INFO - Epoch [46][840/1743] lr: 1.000e-03, eta: 1 day, 2:58:14, time: 0.807, data_time: 0.015, memory: 3025, loss_cls: 2.2109, loss: 2.2109, grad_norm: 3.0742 2020-10-15 14:50:53,546 - mmaction - INFO - Epoch [46][860/1743] lr: 1.000e-03, eta: 1 day, 2:57:48, time: 0.820, data_time: 0.003, memory: 3025, loss_cls: 2.2255, loss: 2.2255, grad_norm: 3.1325 2020-10-15 14:51:09,611 - mmaction - INFO - Epoch [46][880/1743] lr: 1.000e-03, eta: 1 day, 2:57:23, time: 0.805, data_time: 0.005, memory: 3025, loss_cls: 2.2164, loss: 2.2164, grad_norm: 3.1160 2020-10-15 14:51:26,040 - mmaction - INFO - Epoch [46][900/1743] lr: 1.000e-03, eta: 1 day, 2:56:57, time: 0.818, data_time: 0.003, memory: 3025, loss_cls: 2.2540, loss: 2.2540, grad_norm: 3.1208 2020-10-15 14:51:42,160 - mmaction - INFO - Epoch [46][920/1743] lr: 1.000e-03, eta: 1 day, 2:56:32, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.2175, loss: 2.2175, grad_norm: 3.1236 2020-10-15 14:51:58,274 - mmaction - INFO - Epoch [46][940/1743] lr: 1.000e-03, eta: 1 day, 2:56:06, time: 0.799, data_time: 0.005, memory: 3025, loss_cls: 2.2435, loss: 2.2435, grad_norm: 3.1099 2020-10-15 14:52:14,443 - mmaction - INFO - Epoch [46][960/1743] lr: 1.000e-03, eta: 1 day, 2:55:41, time: 0.813, data_time: 0.019, memory: 3025, loss_cls: 2.2285, loss: 2.2285, grad_norm: 3.1255 2020-10-15 14:52:30,602 - mmaction - INFO - Epoch [46][980/1743] lr: 1.000e-03, eta: 1 day, 2:55:15, time: 0.808, data_time: 0.009, memory: 3025, loss_cls: 2.2444, loss: 2.2444, grad_norm: 3.1121 2020-10-15 14:52:46,608 - mmaction - INFO - Epoch [46][1000/1743] lr: 1.000e-03, eta: 1 day, 2:54:50, time: 0.806, data_time: 0.012, memory: 3025, loss_cls: 2.2634, loss: 2.2634, grad_norm: 3.1432 2020-10-15 14:53:02,932 - mmaction - INFO - Epoch [46][1020/1743] lr: 1.000e-03, eta: 1 day, 2:54:24, time: 0.811, data_time: 0.002, memory: 3025, loss_cls: 2.2380, loss: 2.2380, grad_norm: 3.0807 2020-10-15 14:53:19,255 - mmaction - INFO - Epoch [46][1040/1743] lr: 1.000e-03, eta: 1 day, 2:53:59, time: 0.815, data_time: 0.008, memory: 3025, loss_cls: 2.2149, loss: 2.2149, grad_norm: 3.1415 2020-10-15 14:53:35,566 - mmaction - INFO - Epoch [46][1060/1743] lr: 1.000e-03, eta: 1 day, 2:53:34, time: 0.818, data_time: 0.008, memory: 3025, loss_cls: 2.2418, loss: 2.2418, grad_norm: 3.1079 2020-10-15 14:53:51,334 - mmaction - INFO - Epoch [46][1080/1743] lr: 1.000e-03, eta: 1 day, 2:53:07, time: 0.783, data_time: 0.004, memory: 3025, loss_cls: 2.2467, loss: 2.2467, grad_norm: 3.1501 2020-10-15 14:54:07,499 - mmaction - INFO - Epoch [46][1100/1743] lr: 1.000e-03, eta: 1 day, 2:52:42, time: 0.812, data_time: 0.013, memory: 3025, loss_cls: 2.2542, loss: 2.2542, grad_norm: 3.1269 2020-10-15 14:54:23,294 - mmaction - INFO - Epoch [46][1120/1743] lr: 1.000e-03, eta: 1 day, 2:52:16, time: 0.787, data_time: 0.009, memory: 3025, loss_cls: 2.2489, loss: 2.2489, grad_norm: 3.1394 2020-10-15 14:54:39,680 - mmaction - INFO - Epoch [46][1140/1743] lr: 1.000e-03, eta: 1 day, 2:51:51, time: 0.826, data_time: 0.010, memory: 3025, loss_cls: 2.2270, loss: 2.2270, grad_norm: 3.0800 2020-10-15 14:54:56,967 - mmaction - INFO - Epoch [46][1160/1743] lr: 1.000e-03, eta: 1 day, 2:51:27, time: 0.862, data_time: 0.005, memory: 3025, loss_cls: 2.2415, loss: 2.2415, grad_norm: 3.1553 2020-10-15 14:55:13,030 - mmaction - INFO - Epoch [46][1180/1743] lr: 1.000e-03, eta: 1 day, 2:51:01, time: 0.807, data_time: 0.007, memory: 3025, loss_cls: 2.2255, loss: 2.2255, grad_norm: 3.1128 2020-10-15 14:55:29,223 - mmaction - INFO - Epoch [46][1200/1743] lr: 1.000e-03, eta: 1 day, 2:50:36, time: 0.804, data_time: 0.004, memory: 3025, loss_cls: 2.2722, loss: 2.2722, grad_norm: 3.1361 2020-10-15 14:55:44,800 - mmaction - INFO - Epoch [46][1220/1743] lr: 1.000e-03, eta: 1 day, 2:50:10, time: 0.783, data_time: 0.009, memory: 3025, loss_cls: 2.2372, loss: 2.2372, grad_norm: 3.2230 2020-10-15 14:56:01,118 - mmaction - INFO - Epoch [46][1240/1743] lr: 1.000e-03, eta: 1 day, 2:49:44, time: 0.814, data_time: 0.004, memory: 3025, loss_cls: 2.2222, loss: 2.2222, grad_norm: 3.1334 2020-10-15 14:56:16,968 - mmaction - INFO - Epoch [46][1260/1743] lr: 1.000e-03, eta: 1 day, 2:49:18, time: 0.792, data_time: 0.007, memory: 3025, loss_cls: 2.2461, loss: 2.2461, grad_norm: 3.1561 2020-10-15 14:56:32,386 - mmaction - INFO - Epoch [46][1280/1743] lr: 1.000e-03, eta: 1 day, 2:48:52, time: 0.771, data_time: 0.009, memory: 3025, loss_cls: 2.2539, loss: 2.2539, grad_norm: 3.1530 2020-10-15 14:56:48,772 - mmaction - INFO - Epoch [46][1300/1743] lr: 1.000e-03, eta: 1 day, 2:48:27, time: 0.823, data_time: 0.007, memory: 3025, loss_cls: 2.1958, loss: 2.1958, grad_norm: 3.0374 2020-10-15 14:57:03,830 - mmaction - INFO - Epoch [46][1320/1743] lr: 1.000e-03, eta: 1 day, 2:48:00, time: 0.752, data_time: 0.005, memory: 3025, loss_cls: 2.2198, loss: 2.2198, grad_norm: 3.1329 2020-10-15 14:57:20,083 - mmaction - INFO - Epoch [46][1340/1743] lr: 1.000e-03, eta: 1 day, 2:47:35, time: 0.808, data_time: 0.005, memory: 3025, loss_cls: 2.2655, loss: 2.2655, grad_norm: 3.1453 2020-10-15 14:57:36,543 - mmaction - INFO - Epoch [46][1360/1743] lr: 1.000e-03, eta: 1 day, 2:47:10, time: 0.828, data_time: 0.010, memory: 3025, loss_cls: 2.2791, loss: 2.2791, grad_norm: 3.2029 2020-10-15 14:57:52,724 - mmaction - INFO - Epoch [46][1380/1743] lr: 1.000e-03, eta: 1 day, 2:46:44, time: 0.809, data_time: 0.007, memory: 3025, loss_cls: 2.1879, loss: 2.1879, grad_norm: 3.0628 2020-10-15 14:58:08,845 - mmaction - INFO - Epoch [46][1400/1743] lr: 1.000e-03, eta: 1 day, 2:46:19, time: 0.803, data_time: 0.010, memory: 3025, loss_cls: 2.2690, loss: 2.2690, grad_norm: 3.1601 2020-10-15 14:58:24,920 - mmaction - INFO - Epoch [46][1420/1743] lr: 1.000e-03, eta: 1 day, 2:45:53, time: 0.810, data_time: 0.009, memory: 3025, loss_cls: 2.2605, loss: 2.2605, grad_norm: 3.1403 2020-10-15 14:58:41,331 - mmaction - INFO - Epoch [46][1440/1743] lr: 1.000e-03, eta: 1 day, 2:45:28, time: 0.817, data_time: 0.002, memory: 3025, loss_cls: 2.2373, loss: 2.2373, grad_norm: 3.1431 2020-10-15 14:58:57,196 - mmaction - INFO - Epoch [46][1460/1743] lr: 1.000e-03, eta: 1 day, 2:45:02, time: 0.789, data_time: 0.009, memory: 3025, loss_cls: 2.2435, loss: 2.2435, grad_norm: 3.1552 2020-10-15 14:59:12,605 - mmaction - INFO - Epoch [46][1480/1743] lr: 1.000e-03, eta: 1 day, 2:44:36, time: 0.777, data_time: 0.008, memory: 3025, loss_cls: 2.2350, loss: 2.2350, grad_norm: 3.1400 2020-10-15 14:59:29,330 - mmaction - INFO - Epoch [46][1500/1743] lr: 1.000e-03, eta: 1 day, 2:44:11, time: 0.828, data_time: 0.004, memory: 3025, loss_cls: 2.2772, loss: 2.2772, grad_norm: 3.1468 2020-10-15 14:59:45,903 - mmaction - INFO - Epoch [46][1520/1743] lr: 1.000e-03, eta: 1 day, 2:43:46, time: 0.835, data_time: 0.015, memory: 3025, loss_cls: 2.2471, loss: 2.2471, grad_norm: 3.1762 2020-10-15 15:00:01,994 - mmaction - INFO - Epoch [46][1540/1743] lr: 1.000e-03, eta: 1 day, 2:43:21, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.2448, loss: 2.2448, grad_norm: 3.0975 2020-10-15 15:00:17,740 - mmaction - INFO - Epoch [46][1560/1743] lr: 1.000e-03, eta: 1 day, 2:42:55, time: 0.780, data_time: 0.005, memory: 3025, loss_cls: 2.2381, loss: 2.2381, grad_norm: 3.0848 2020-10-15 15:00:34,464 - mmaction - INFO - Epoch [46][1580/1743] lr: 1.000e-03, eta: 1 day, 2:42:30, time: 0.836, data_time: 0.014, memory: 3025, loss_cls: 2.2692, loss: 2.2692, grad_norm: 3.1527 2020-10-15 15:00:49,945 - mmaction - INFO - Epoch [46][1600/1743] lr: 1.000e-03, eta: 1 day, 2:42:04, time: 0.774, data_time: 0.012, memory: 3025, loss_cls: 2.2431, loss: 2.2431, grad_norm: 3.1259 2020-10-15 15:01:05,897 - mmaction - INFO - Epoch [46][1620/1743] lr: 1.000e-03, eta: 1 day, 2:41:39, time: 0.805, data_time: 0.009, memory: 3025, loss_cls: 2.2100, loss: 2.2100, grad_norm: 3.0654 2020-10-15 15:01:22,422 - mmaction - INFO - Epoch [46][1640/1743] lr: 1.000e-03, eta: 1 day, 2:41:14, time: 0.824, data_time: 0.002, memory: 3025, loss_cls: 2.2743, loss: 2.2743, grad_norm: 3.2156 2020-10-15 15:01:38,410 - mmaction - INFO - Epoch [46][1660/1743] lr: 1.000e-03, eta: 1 day, 2:40:48, time: 0.797, data_time: 0.005, memory: 3025, loss_cls: 2.2506, loss: 2.2506, grad_norm: 3.1231 2020-10-15 15:01:54,552 - mmaction - INFO - Epoch [46][1680/1743] lr: 1.000e-03, eta: 1 day, 2:40:23, time: 0.813, data_time: 0.008, memory: 3025, loss_cls: 2.2093, loss: 2.2093, grad_norm: 3.1158 2020-10-15 15:02:10,998 - mmaction - INFO - Epoch [46][1700/1743] lr: 1.000e-03, eta: 1 day, 2:39:57, time: 0.811, data_time: 0.001, memory: 3025, loss_cls: 2.2219, loss: 2.2219, grad_norm: 3.1535 2020-10-15 15:02:27,698 - mmaction - INFO - Epoch [46][1720/1743] lr: 1.000e-03, eta: 1 day, 2:39:33, time: 0.846, data_time: 0.015, memory: 3025, loss_cls: 2.2555, loss: 2.2555, grad_norm: 3.1956 2020-10-15 15:02:43,765 - mmaction - INFO - Epoch [46][1740/1743] lr: 1.000e-03, eta: 1 day, 2:39:07, time: 0.799, data_time: 0.004, memory: 3025, loss_cls: 2.2550, loss: 2.2550, grad_norm: 3.1468 2020-10-15 15:04:02,331 - mmaction - INFO - Epoch [47][20/1743] lr: 1.000e-03, eta: 1 day, 2:39:24, time: 2.879, data_time: 2.100, memory: 3025, loss_cls: 2.2325, loss: 2.2325, grad_norm: 3.1355 2020-10-15 15:04:19,221 - mmaction - INFO - Epoch [47][40/1743] lr: 1.000e-03, eta: 1 day, 2:39:00, time: 0.844, data_time: 0.010, memory: 3025, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.1193 2020-10-15 15:04:35,440 - mmaction - INFO - Epoch [47][60/1743] lr: 1.000e-03, eta: 1 day, 2:38:34, time: 0.808, data_time: 0.009, memory: 3025, loss_cls: 2.2338, loss: 2.2338, grad_norm: 3.1527 2020-10-15 15:04:51,150 - mmaction - INFO - Epoch [47][80/1743] lr: 1.000e-03, eta: 1 day, 2:38:08, time: 0.784, data_time: 0.007, memory: 3025, loss_cls: 2.2192, loss: 2.2192, grad_norm: 3.1753 2020-10-15 15:05:07,646 - mmaction - INFO - Epoch [47][100/1743] lr: 1.000e-03, eta: 1 day, 2:37:43, time: 0.828, data_time: 0.010, memory: 3025, loss_cls: 2.2372, loss: 2.2372, grad_norm: 3.1092 2020-10-15 15:05:24,039 - mmaction - INFO - Epoch [47][120/1743] lr: 1.000e-03, eta: 1 day, 2:37:18, time: 0.816, data_time: 0.007, memory: 3025, loss_cls: 2.2066, loss: 2.2066, grad_norm: 3.1369 2020-10-15 15:05:40,080 - mmaction - INFO - Epoch [47][140/1743] lr: 1.000e-03, eta: 1 day, 2:36:53, time: 0.807, data_time: 0.010, memory: 3025, loss_cls: 2.2535, loss: 2.2535, grad_norm: 3.2191 2020-10-15 15:05:56,758 - mmaction - INFO - Epoch [47][160/1743] lr: 1.000e-03, eta: 1 day, 2:36:28, time: 0.832, data_time: 0.003, memory: 3025, loss_cls: 2.2587, loss: 2.2587, grad_norm: 3.1553 2020-10-15 15:06:12,719 - mmaction - INFO - Epoch [47][180/1743] lr: 1.000e-03, eta: 1 day, 2:36:02, time: 0.797, data_time: 0.005, memory: 3025, loss_cls: 2.1966, loss: 2.1966, grad_norm: 3.1037 2020-10-15 15:06:28,202 - mmaction - INFO - Epoch [47][200/1743] lr: 1.000e-03, eta: 1 day, 2:35:36, time: 0.774, data_time: 0.007, memory: 3025, loss_cls: 2.2081, loss: 2.2081, grad_norm: 3.1202 2020-10-15 15:06:44,171 - mmaction - INFO - Epoch [47][220/1743] lr: 1.000e-03, eta: 1 day, 2:35:11, time: 0.802, data_time: 0.007, memory: 3025, loss_cls: 2.2320, loss: 2.2320, grad_norm: 3.1439 2020-10-15 15:07:01,073 - mmaction - INFO - Epoch [47][240/1743] lr: 1.000e-03, eta: 1 day, 2:34:46, time: 0.840, data_time: 0.002, memory: 3025, loss_cls: 2.2152, loss: 2.2152, grad_norm: 3.0926 2020-10-15 15:07:16,772 - mmaction - INFO - Epoch [47][260/1743] lr: 1.000e-03, eta: 1 day, 2:34:21, time: 0.788, data_time: 0.009, memory: 3025, loss_cls: 2.2084, loss: 2.2084, grad_norm: 3.1624 2020-10-15 15:07:33,430 - mmaction - INFO - Epoch [47][280/1743] lr: 1.000e-03, eta: 1 day, 2:33:56, time: 0.836, data_time: 0.005, memory: 3025, loss_cls: 2.2021, loss: 2.2021, grad_norm: 3.1158 2020-10-15 15:07:50,120 - mmaction - INFO - Epoch [47][300/1743] lr: 1.000e-03, eta: 1 day, 2:33:31, time: 0.830, data_time: 0.002, memory: 3025, loss_cls: 2.2036, loss: 2.2036, grad_norm: 3.0919 2020-10-15 15:08:06,351 - mmaction - INFO - Epoch [47][320/1743] lr: 1.000e-03, eta: 1 day, 2:33:06, time: 0.810, data_time: 0.008, memory: 3025, loss_cls: 2.1837, loss: 2.1837, grad_norm: 3.0763 2020-10-15 15:08:22,068 - mmaction - INFO - Epoch [47][340/1743] lr: 1.000e-03, eta: 1 day, 2:32:40, time: 0.789, data_time: 0.009, memory: 3025, loss_cls: 2.2060, loss: 2.2060, grad_norm: 3.1242 2020-10-15 15:08:38,659 - mmaction - INFO - Epoch [47][360/1743] lr: 1.000e-03, eta: 1 day, 2:32:15, time: 0.821, data_time: 0.006, memory: 3025, loss_cls: 2.2492, loss: 2.2492, grad_norm: 3.1861 2020-10-15 15:08:54,779 - mmaction - INFO - Epoch [47][380/1743] lr: 1.000e-03, eta: 1 day, 2:31:50, time: 0.816, data_time: 0.013, memory: 3025, loss_cls: 2.2246, loss: 2.2246, grad_norm: 3.1717 2020-10-15 15:09:10,904 - mmaction - INFO - Epoch [47][400/1743] lr: 1.000e-03, eta: 1 day, 2:31:25, time: 0.805, data_time: 0.005, memory: 3025, loss_cls: 2.2224, loss: 2.2224, grad_norm: 3.1397 2020-10-15 15:09:27,490 - mmaction - INFO - Epoch [47][420/1743] lr: 1.000e-03, eta: 1 day, 2:31:00, time: 0.832, data_time: 0.005, memory: 3025, loss_cls: 2.2389, loss: 2.2389, grad_norm: 3.1678 2020-10-15 15:09:43,991 - mmaction - INFO - Epoch [47][440/1743] lr: 1.000e-03, eta: 1 day, 2:30:35, time: 0.821, data_time: 0.002, memory: 3025, loss_cls: 2.2120, loss: 2.2120, grad_norm: 3.1016 2020-10-15 15:10:00,190 - mmaction - INFO - Epoch [47][460/1743] lr: 1.000e-03, eta: 1 day, 2:30:10, time: 0.815, data_time: 0.013, memory: 3025, loss_cls: 2.2346, loss: 2.2346, grad_norm: 3.1577 2020-10-15 15:10:16,810 - mmaction - INFO - Epoch [47][480/1743] lr: 1.000e-03, eta: 1 day, 2:29:45, time: 0.822, data_time: 0.007, memory: 3025, loss_cls: 2.2605, loss: 2.2605, grad_norm: 3.2183 2020-10-15 15:10:32,427 - mmaction - INFO - Epoch [47][500/1743] lr: 1.000e-03, eta: 1 day, 2:29:19, time: 0.786, data_time: 0.010, memory: 3025, loss_cls: 2.2172, loss: 2.2172, grad_norm: 3.1229 2020-10-15 15:10:48,349 - mmaction - INFO - Epoch [47][520/1743] lr: 1.000e-03, eta: 1 day, 2:28:54, time: 0.796, data_time: 0.008, memory: 3025, loss_cls: 2.2076, loss: 2.2076, grad_norm: 3.1486 2020-10-15 15:11:05,141 - mmaction - INFO - Epoch [47][540/1743] lr: 1.000e-03, eta: 1 day, 2:28:29, time: 0.841, data_time: 0.009, memory: 3025, loss_cls: 2.2105, loss: 2.2105, grad_norm: 3.1334 2020-10-15 15:11:21,432 - mmaction - INFO - Epoch [47][560/1743] lr: 1.000e-03, eta: 1 day, 2:28:04, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.2388, loss: 2.2388, grad_norm: 3.1404 2020-10-15 15:11:36,720 - mmaction - INFO - Epoch [47][580/1743] lr: 1.000e-03, eta: 1 day, 2:27:38, time: 0.771, data_time: 0.012, memory: 3025, loss_cls: 2.2403, loss: 2.2403, grad_norm: 3.1624 2020-10-15 15:11:52,554 - mmaction - INFO - Epoch [47][600/1743] lr: 1.000e-03, eta: 1 day, 2:27:12, time: 0.789, data_time: 0.002, memory: 3025, loss_cls: 2.1872, loss: 2.1872, grad_norm: 3.0912 2020-10-15 15:12:09,312 - mmaction - INFO - Epoch [47][620/1743] lr: 1.000e-03, eta: 1 day, 2:26:47, time: 0.834, data_time: 0.004, memory: 3025, loss_cls: 2.2503, loss: 2.2503, grad_norm: 3.1353 2020-10-15 15:12:25,108 - mmaction - INFO - Epoch [47][640/1743] lr: 1.000e-03, eta: 1 day, 2:26:22, time: 0.793, data_time: 0.014, memory: 3025, loss_cls: 2.2154, loss: 2.2154, grad_norm: 3.1591 2020-10-15 15:12:41,803 - mmaction - INFO - Epoch [47][660/1743] lr: 1.000e-03, eta: 1 day, 2:25:57, time: 0.836, data_time: 0.008, memory: 3025, loss_cls: 2.2671, loss: 2.2671, grad_norm: 3.1800 2020-10-15 15:12:58,072 - mmaction - INFO - Epoch [47][680/1743] lr: 1.000e-03, eta: 1 day, 2:25:32, time: 0.814, data_time: 0.010, memory: 3025, loss_cls: 2.2275, loss: 2.2275, grad_norm: 3.1780 2020-10-15 15:13:14,490 - mmaction - INFO - Epoch [47][700/1743] lr: 1.000e-03, eta: 1 day, 2:25:07, time: 0.821, data_time: 0.006, memory: 3025, loss_cls: 2.2676, loss: 2.2676, grad_norm: 3.1554 2020-10-15 15:13:30,926 - mmaction - INFO - Epoch [47][720/1743] lr: 1.000e-03, eta: 1 day, 2:24:42, time: 0.824, data_time: 0.005, memory: 3025, loss_cls: 2.2379, loss: 2.2379, grad_norm: 3.1332 2020-10-15 15:13:47,077 - mmaction - INFO - Epoch [47][740/1743] lr: 1.000e-03, eta: 1 day, 2:24:17, time: 0.806, data_time: 0.003, memory: 3025, loss_cls: 2.2579, loss: 2.2579, grad_norm: 3.2176 2020-10-15 15:14:03,602 - mmaction - INFO - Epoch [47][760/1743] lr: 1.000e-03, eta: 1 day, 2:23:52, time: 0.822, data_time: 0.003, memory: 3025, loss_cls: 2.2398, loss: 2.2398, grad_norm: 3.1767 2020-10-15 15:14:19,867 - mmaction - INFO - Epoch [47][780/1743] lr: 1.000e-03, eta: 1 day, 2:23:27, time: 0.817, data_time: 0.009, memory: 3025, loss_cls: 2.2518, loss: 2.2518, grad_norm: 3.1859 2020-10-15 15:14:36,127 - mmaction - INFO - Epoch [47][800/1743] lr: 1.000e-03, eta: 1 day, 2:23:02, time: 0.814, data_time: 0.005, memory: 3025, loss_cls: 2.2443, loss: 2.2443, grad_norm: 3.1645 2020-10-15 15:14:51,864 - mmaction - INFO - Epoch [47][820/1743] lr: 1.000e-03, eta: 1 day, 2:22:37, time: 0.784, data_time: 0.007, memory: 3025, loss_cls: 2.2279, loss: 2.2279, grad_norm: 3.1622 2020-10-15 15:15:08,294 - mmaction - INFO - Epoch [47][840/1743] lr: 1.000e-03, eta: 1 day, 2:22:12, time: 0.818, data_time: 0.008, memory: 3025, loss_cls: 2.2535, loss: 2.2535, grad_norm: 3.1396 2020-10-15 15:15:24,536 - mmaction - INFO - Epoch [47][860/1743] lr: 1.000e-03, eta: 1 day, 2:21:47, time: 0.820, data_time: 0.013, memory: 3025, loss_cls: 2.2848, loss: 2.2848, grad_norm: 3.1797 2020-10-15 15:15:40,492 - mmaction - INFO - Epoch [47][880/1743] lr: 1.000e-03, eta: 1 day, 2:21:21, time: 0.796, data_time: 0.004, memory: 3025, loss_cls: 2.2380, loss: 2.2380, grad_norm: 3.0969 2020-10-15 15:15:57,047 - mmaction - INFO - Epoch [47][900/1743] lr: 1.000e-03, eta: 1 day, 2:20:56, time: 0.817, data_time: 0.007, memory: 3025, loss_cls: 2.2688, loss: 2.2688, grad_norm: 3.1525 2020-10-15 15:16:13,749 - mmaction - INFO - Epoch [47][920/1743] lr: 1.000e-03, eta: 1 day, 2:20:32, time: 0.847, data_time: 0.014, memory: 3025, loss_cls: 2.2628, loss: 2.2628, grad_norm: 3.1999 2020-10-15 15:16:30,267 - mmaction - INFO - Epoch [47][940/1743] lr: 1.000e-03, eta: 1 day, 2:20:07, time: 0.818, data_time: 0.003, memory: 3025, loss_cls: 2.2454, loss: 2.2454, grad_norm: 3.1902 2020-10-15 15:16:46,776 - mmaction - INFO - Epoch [47][960/1743] lr: 1.000e-03, eta: 1 day, 2:19:43, time: 0.833, data_time: 0.010, memory: 3025, loss_cls: 2.2443, loss: 2.2443, grad_norm: 3.1272 2020-10-15 15:17:02,759 - mmaction - INFO - Epoch [47][980/1743] lr: 1.000e-03, eta: 1 day, 2:19:17, time: 0.799, data_time: 0.004, memory: 3025, loss_cls: 2.2100, loss: 2.2100, grad_norm: 3.1282 2020-10-15 15:17:18,854 - mmaction - INFO - Epoch [47][1000/1743] lr: 1.000e-03, eta: 1 day, 2:18:52, time: 0.798, data_time: 0.006, memory: 3025, loss_cls: 2.2207, loss: 2.2207, grad_norm: 3.1356 2020-10-15 15:17:34,004 - mmaction - INFO - Epoch [47][1020/1743] lr: 1.000e-03, eta: 1 day, 2:18:26, time: 0.761, data_time: 0.008, memory: 3025, loss_cls: 2.2356, loss: 2.2356, grad_norm: 3.1658 2020-10-15 15:17:49,934 - mmaction - INFO - Epoch [47][1040/1743] lr: 1.000e-03, eta: 1 day, 2:18:00, time: 0.796, data_time: 0.005, memory: 3025, loss_cls: 2.2021, loss: 2.2021, grad_norm: 3.1168 2020-10-15 15:18:06,171 - mmaction - INFO - Epoch [47][1060/1743] lr: 1.000e-03, eta: 1 day, 2:17:35, time: 0.811, data_time: 0.005, memory: 3025, loss_cls: 2.2498, loss: 2.2498, grad_norm: 3.1984 2020-10-15 15:18:22,790 - mmaction - INFO - Epoch [47][1080/1743] lr: 1.000e-03, eta: 1 day, 2:17:11, time: 0.834, data_time: 0.007, memory: 3025, loss_cls: 2.2412, loss: 2.2412, grad_norm: 3.1600 2020-10-15 15:18:38,174 - mmaction - INFO - Epoch [47][1100/1743] lr: 1.000e-03, eta: 1 day, 2:16:45, time: 0.769, data_time: 0.005, memory: 3025, loss_cls: 2.2230, loss: 2.2230, grad_norm: 3.1815 2020-10-15 15:18:54,348 - mmaction - INFO - Epoch [47][1120/1743] lr: 1.000e-03, eta: 1 day, 2:16:19, time: 0.806, data_time: 0.002, memory: 3025, loss_cls: 2.2467, loss: 2.2467, grad_norm: 3.1975 2020-10-15 15:19:10,947 - mmaction - INFO - Epoch [47][1140/1743] lr: 1.000e-03, eta: 1 day, 2:15:55, time: 0.833, data_time: 0.008, memory: 3025, loss_cls: 2.2257, loss: 2.2257, grad_norm: 3.1635 2020-10-15 15:19:27,510 - mmaction - INFO - Epoch [47][1160/1743] lr: 1.000e-03, eta: 1 day, 2:15:30, time: 0.826, data_time: 0.002, memory: 3025, loss_cls: 2.2597, loss: 2.2597, grad_norm: 3.1695 2020-10-15 15:19:43,588 - mmaction - INFO - Epoch [47][1180/1743] lr: 1.000e-03, eta: 1 day, 2:15:05, time: 0.803, data_time: 0.004, memory: 3025, loss_cls: 2.2585, loss: 2.2585, grad_norm: 3.2700 2020-10-15 15:19:58,373 - mmaction - INFO - Epoch [47][1200/1743] lr: 1.000e-03, eta: 1 day, 2:14:38, time: 0.740, data_time: 0.005, memory: 3025, loss_cls: 2.2550, loss: 2.2550, grad_norm: 3.1707 2020-10-15 15:20:14,507 - mmaction - INFO - Epoch [47][1220/1743] lr: 1.000e-03, eta: 1 day, 2:14:13, time: 0.797, data_time: 0.007, memory: 3025, loss_cls: 2.2396, loss: 2.2396, grad_norm: 3.1817 2020-10-15 15:20:30,470 - mmaction - INFO - Epoch [47][1240/1743] lr: 1.000e-03, eta: 1 day, 2:13:48, time: 0.804, data_time: 0.015, memory: 3025, loss_cls: 2.1844, loss: 2.1844, grad_norm: 3.1548 2020-10-15 15:20:47,637 - mmaction - INFO - Epoch [47][1260/1743] lr: 1.000e-03, eta: 1 day, 2:13:24, time: 0.865, data_time: 0.009, memory: 3025, loss_cls: 2.2333, loss: 2.2333, grad_norm: 3.1925 2020-10-15 15:21:03,721 - mmaction - INFO - Epoch [47][1280/1743] lr: 1.000e-03, eta: 1 day, 2:12:59, time: 0.798, data_time: 0.003, memory: 3025, loss_cls: 2.2412, loss: 2.2412, grad_norm: 3.2163 2020-10-15 15:21:20,465 - mmaction - INFO - Epoch [47][1300/1743] lr: 1.000e-03, eta: 1 day, 2:12:34, time: 0.840, data_time: 0.007, memory: 3025, loss_cls: 2.2702, loss: 2.2702, grad_norm: 3.2460 2020-10-15 15:21:36,858 - mmaction - INFO - Epoch [47][1320/1743] lr: 1.000e-03, eta: 1 day, 2:12:09, time: 0.821, data_time: 0.005, memory: 3025, loss_cls: 2.2611, loss: 2.2611, grad_norm: 3.1787 2020-10-15 15:21:53,100 - mmaction - INFO - Epoch [47][1340/1743] lr: 1.000e-03, eta: 1 day, 2:11:44, time: 0.809, data_time: 0.005, memory: 3025, loss_cls: 2.2433, loss: 2.2433, grad_norm: 3.2228 2020-10-15 15:22:09,364 - mmaction - INFO - Epoch [47][1360/1743] lr: 1.000e-03, eta: 1 day, 2:11:19, time: 0.814, data_time: 0.006, memory: 3025, loss_cls: 2.2381, loss: 2.2381, grad_norm: 3.1980 2020-10-15 15:22:26,257 - mmaction - INFO - Epoch [47][1380/1743] lr: 1.000e-03, eta: 1 day, 2:10:55, time: 0.848, data_time: 0.007, memory: 3025, loss_cls: 2.2481, loss: 2.2481, grad_norm: 3.2183 2020-10-15 15:22:42,602 - mmaction - INFO - Epoch [47][1400/1743] lr: 1.000e-03, eta: 1 day, 2:10:30, time: 0.815, data_time: 0.003, memory: 3025, loss_cls: 2.2632, loss: 2.2632, grad_norm: 3.1526 2020-10-15 15:22:59,151 - mmaction - INFO - Epoch [47][1420/1743] lr: 1.000e-03, eta: 1 day, 2:10:06, time: 0.830, data_time: 0.005, memory: 3025, loss_cls: 2.2209, loss: 2.2209, grad_norm: 3.0968 2020-10-15 15:23:14,944 - mmaction - INFO - Epoch [47][1440/1743] lr: 1.000e-03, eta: 1 day, 2:09:40, time: 0.781, data_time: 0.003, memory: 3025, loss_cls: 2.2580, loss: 2.2580, grad_norm: 3.1799 2020-10-15 15:23:31,148 - mmaction - INFO - Epoch [47][1460/1743] lr: 1.000e-03, eta: 1 day, 2:09:15, time: 0.817, data_time: 0.018, memory: 3025, loss_cls: 2.1920, loss: 2.1920, grad_norm: 3.1158 2020-10-15 15:23:48,024 - mmaction - INFO - Epoch [47][1480/1743] lr: 1.000e-03, eta: 1 day, 2:08:51, time: 0.844, data_time: 0.003, memory: 3025, loss_cls: 2.2919, loss: 2.2919, grad_norm: 3.2076 2020-10-15 15:24:03,715 - mmaction - INFO - Epoch [47][1500/1743] lr: 1.000e-03, eta: 1 day, 2:08:25, time: 0.780, data_time: 0.005, memory: 3025, loss_cls: 2.2617, loss: 2.2617, grad_norm: 3.1626 2020-10-15 15:24:18,842 - mmaction - INFO - Epoch [47][1520/1743] lr: 1.000e-03, eta: 1 day, 2:07:59, time: 0.757, data_time: 0.008, memory: 3025, loss_cls: 2.2164, loss: 2.2164, grad_norm: 3.1265 2020-10-15 15:24:35,245 - mmaction - INFO - Epoch [47][1540/1743] lr: 1.000e-03, eta: 1 day, 2:07:34, time: 0.820, data_time: 0.010, memory: 3025, loss_cls: 2.2308, loss: 2.2308, grad_norm: 3.1835 2020-10-15 15:24:51,691 - mmaction - INFO - Epoch [47][1560/1743] lr: 1.000e-03, eta: 1 day, 2:07:10, time: 0.821, data_time: 0.008, memory: 3025, loss_cls: 2.2334, loss: 2.2334, grad_norm: 3.1774 2020-10-15 15:25:08,132 - mmaction - INFO - Epoch [47][1580/1743] lr: 1.000e-03, eta: 1 day, 2:06:45, time: 0.827, data_time: 0.010, memory: 3025, loss_cls: 2.2084, loss: 2.2084, grad_norm: 3.1547 2020-10-15 15:25:24,086 - mmaction - INFO - Epoch [47][1600/1743] lr: 1.000e-03, eta: 1 day, 2:06:20, time: 0.797, data_time: 0.005, memory: 3025, loss_cls: 2.2383, loss: 2.2383, grad_norm: 3.1906 2020-10-15 15:25:40,662 - mmaction - INFO - Epoch [47][1620/1743] lr: 1.000e-03, eta: 1 day, 2:05:55, time: 0.826, data_time: 0.006, memory: 3025, loss_cls: 2.2538, loss: 2.2538, grad_norm: 3.2430 2020-10-15 15:25:56,973 - mmaction - INFO - Epoch [47][1640/1743] lr: 1.000e-03, eta: 1 day, 2:05:30, time: 0.816, data_time: 0.007, memory: 3025, loss_cls: 2.2070, loss: 2.2070, grad_norm: 3.1718 2020-10-15 15:26:12,967 - mmaction - INFO - Epoch [47][1660/1743] lr: 1.000e-03, eta: 1 day, 2:05:05, time: 0.803, data_time: 0.009, memory: 3025, loss_cls: 2.2613, loss: 2.2613, grad_norm: 3.1742 2020-10-15 15:26:29,631 - mmaction - INFO - Epoch [47][1680/1743] lr: 1.000e-03, eta: 1 day, 2:04:41, time: 0.833, data_time: 0.005, memory: 3025, loss_cls: 2.2217, loss: 2.2217, grad_norm: 3.1238 2020-10-15 15:26:45,187 - mmaction - INFO - Epoch [47][1700/1743] lr: 1.000e-03, eta: 1 day, 2:04:15, time: 0.773, data_time: 0.004, memory: 3025, loss_cls: 2.2233, loss: 2.2233, grad_norm: 3.1518 2020-10-15 15:27:00,719 - mmaction - INFO - Epoch [47][1720/1743] lr: 1.000e-03, eta: 1 day, 2:03:50, time: 0.782, data_time: 0.008, memory: 3025, loss_cls: 2.2531, loss: 2.2531, grad_norm: 3.1623 2020-10-15 15:27:17,022 - mmaction - INFO - Epoch [47][1740/1743] lr: 1.000e-03, eta: 1 day, 2:03:25, time: 0.811, data_time: 0.005, memory: 3025, loss_cls: 2.2534, loss: 2.2534, grad_norm: 3.1731 2020-10-15 15:27:56,054 - mmaction - INFO - Epoch [48][20/1743] lr: 1.000e-03, eta: 1 day, 2:03:14, time: 1.742, data_time: 0.922, memory: 3025, loss_cls: 2.2266, loss: 2.2266, grad_norm: 3.1909 2020-10-15 15:28:13,886 - mmaction - INFO - Epoch [48][40/1743] lr: 1.000e-03, eta: 1 day, 2:02:51, time: 0.892, data_time: 0.010, memory: 3025, loss_cls: 2.2201, loss: 2.2201, grad_norm: 3.1990 2020-10-15 15:28:30,077 - mmaction - INFO - Epoch [48][60/1743] lr: 1.000e-03, eta: 1 day, 2:02:26, time: 0.802, data_time: 0.005, memory: 3025, loss_cls: 2.2255, loss: 2.2255, grad_norm: 3.1523 2020-10-15 15:28:46,634 - mmaction - INFO - Epoch [48][80/1743] lr: 1.000e-03, eta: 1 day, 2:02:02, time: 0.831, data_time: 0.014, memory: 3025, loss_cls: 2.1926, loss: 2.1926, grad_norm: 3.1714 2020-10-15 15:29:03,176 - mmaction - INFO - Epoch [48][100/1743] lr: 1.000e-03, eta: 1 day, 2:01:37, time: 0.829, data_time: 0.007, memory: 3025, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.1315 2020-10-15 15:29:20,065 - mmaction - INFO - Epoch [48][120/1743] lr: 1.000e-03, eta: 1 day, 2:01:13, time: 0.840, data_time: 0.008, memory: 3025, loss_cls: 2.2077, loss: 2.2077, grad_norm: 3.1807 2020-10-15 15:29:36,350 - mmaction - INFO - Epoch [48][140/1743] lr: 1.000e-03, eta: 1 day, 2:00:48, time: 0.814, data_time: 0.009, memory: 3025, loss_cls: 2.2366, loss: 2.2366, grad_norm: 3.1628 2020-10-15 15:29:52,836 - mmaction - INFO - Epoch [48][160/1743] lr: 1.000e-03, eta: 1 day, 2:00:23, time: 0.830, data_time: 0.010, memory: 3025, loss_cls: 2.2532, loss: 2.2532, grad_norm: 3.1587 2020-10-15 15:30:09,359 - mmaction - INFO - Epoch [48][180/1743] lr: 1.000e-03, eta: 1 day, 1:59:59, time: 0.827, data_time: 0.003, memory: 3025, loss_cls: 2.2004, loss: 2.2004, grad_norm: 3.1503 2020-10-15 15:30:25,438 - mmaction - INFO - Epoch [48][200/1743] lr: 1.000e-03, eta: 1 day, 1:59:34, time: 0.803, data_time: 0.003, memory: 3025, loss_cls: 2.2512, loss: 2.2512, grad_norm: 3.1897 2020-10-15 15:30:41,144 - mmaction - INFO - Epoch [48][220/1743] lr: 1.000e-03, eta: 1 day, 1:59:08, time: 0.787, data_time: 0.004, memory: 3025, loss_cls: 2.2775, loss: 2.2775, grad_norm: 3.2073 2020-10-15 15:30:57,259 - mmaction - INFO - Epoch [48][240/1743] lr: 1.000e-03, eta: 1 day, 1:58:43, time: 0.806, data_time: 0.004, memory: 3025, loss_cls: 2.2497, loss: 2.2497, grad_norm: 3.1650 2020-10-15 15:31:13,389 - mmaction - INFO - Epoch [48][260/1743] lr: 1.000e-03, eta: 1 day, 1:58:18, time: 0.805, data_time: 0.001, memory: 3025, loss_cls: 2.2350, loss: 2.2350, grad_norm: 3.2001 2020-10-15 15:31:30,152 - mmaction - INFO - Epoch [48][280/1743] lr: 1.000e-03, eta: 1 day, 1:57:54, time: 0.838, data_time: 0.003, memory: 3025, loss_cls: 2.2612, loss: 2.2612, grad_norm: 3.1481 2020-10-15 15:31:46,186 - mmaction - INFO - Epoch [48][300/1743] lr: 1.000e-03, eta: 1 day, 1:57:29, time: 0.797, data_time: 0.006, memory: 3025, loss_cls: 2.2486, loss: 2.2486, grad_norm: 3.1498 2020-10-15 15:32:02,032 - mmaction - INFO - Epoch [48][320/1743] lr: 1.000e-03, eta: 1 day, 1:57:04, time: 0.796, data_time: 0.009, memory: 3025, loss_cls: 2.1892, loss: 2.1892, grad_norm: 3.1196 2020-10-15 15:32:18,417 - mmaction - INFO - Epoch [48][340/1743] lr: 1.000e-03, eta: 1 day, 1:56:39, time: 0.814, data_time: 0.006, memory: 3025, loss_cls: 2.2064, loss: 2.2064, grad_norm: 3.1351 2020-10-15 15:32:34,962 - mmaction - INFO - Epoch [48][360/1743] lr: 1.000e-03, eta: 1 day, 1:56:15, time: 0.835, data_time: 0.012, memory: 3025, loss_cls: 2.2135, loss: 2.2135, grad_norm: 3.1401 2020-10-15 15:32:51,465 - mmaction - INFO - Epoch [48][380/1743] lr: 1.000e-03, eta: 1 day, 1:55:50, time: 0.824, data_time: 0.009, memory: 3025, loss_cls: 2.2200, loss: 2.2200, grad_norm: 3.2148 2020-10-15 15:33:07,667 - mmaction - INFO - Epoch [48][400/1743] lr: 1.000e-03, eta: 1 day, 1:55:25, time: 0.807, data_time: 0.003, memory: 3025, loss_cls: 2.2217, loss: 2.2217, grad_norm: 3.2391 2020-10-15 15:33:22,820 - mmaction - INFO - Epoch [48][420/1743] lr: 1.000e-03, eta: 1 day, 1:54:59, time: 0.754, data_time: 0.006, memory: 3025, loss_cls: 2.2469, loss: 2.2469, grad_norm: 3.1738 2020-10-15 15:33:39,832 - mmaction - INFO - Epoch [48][440/1743] lr: 1.000e-03, eta: 1 day, 1:54:35, time: 0.853, data_time: 0.010, memory: 3025, loss_cls: 2.2331, loss: 2.2331, grad_norm: 3.1551 2020-10-15 15:33:56,098 - mmaction - INFO - Epoch [48][460/1743] lr: 1.000e-03, eta: 1 day, 1:54:10, time: 0.814, data_time: 0.009, memory: 3025, loss_cls: 2.2430, loss: 2.2430, grad_norm: 3.2229 2020-10-15 15:34:12,343 - mmaction - INFO - Epoch [48][480/1743] lr: 1.000e-03, eta: 1 day, 1:53:46, time: 0.812, data_time: 0.009, memory: 3025, loss_cls: 2.2177, loss: 2.2177, grad_norm: 3.1844 2020-10-15 15:34:28,554 - mmaction - INFO - Epoch [48][500/1743] lr: 1.000e-03, eta: 1 day, 1:53:21, time: 0.815, data_time: 0.008, memory: 3025, loss_cls: 2.2499, loss: 2.2499, grad_norm: 3.1425 2020-10-15 15:34:44,906 - mmaction - INFO - Epoch [48][520/1743] lr: 1.000e-03, eta: 1 day, 1:52:56, time: 0.812, data_time: 0.003, memory: 3025, loss_cls: 2.2249, loss: 2.2249, grad_norm: 3.1936 2020-10-15 15:35:01,492 - mmaction - INFO - Epoch [48][540/1743] lr: 1.000e-03, eta: 1 day, 1:52:32, time: 0.833, data_time: 0.010, memory: 3025, loss_cls: 2.2448, loss: 2.2448, grad_norm: 3.2009 2020-10-15 15:35:17,909 - mmaction - INFO - Epoch [48][560/1743] lr: 1.000e-03, eta: 1 day, 1:52:07, time: 0.818, data_time: 0.004, memory: 3025, loss_cls: 2.2075, loss: 2.2075, grad_norm: 3.1560 2020-10-15 15:35:34,211 - mmaction - INFO - Epoch [48][580/1743] lr: 1.000e-03, eta: 1 day, 1:51:42, time: 0.818, data_time: 0.008, memory: 3025, loss_cls: 2.2248, loss: 2.2248, grad_norm: 3.1422 2020-10-15 15:35:50,805 - mmaction - INFO - Epoch [48][600/1743] lr: 1.000e-03, eta: 1 day, 1:51:18, time: 0.829, data_time: 0.004, memory: 3025, loss_cls: 2.2343, loss: 2.2343, grad_norm: 3.1744 2020-10-15 15:36:06,878 - mmaction - INFO - Epoch [48][620/1743] lr: 1.000e-03, eta: 1 day, 1:50:53, time: 0.799, data_time: 0.004, memory: 3025, loss_cls: 2.2592, loss: 2.2592, grad_norm: 3.1871 2020-10-15 15:36:23,555 - mmaction - INFO - Epoch [48][640/1743] lr: 1.000e-03, eta: 1 day, 1:50:29, time: 0.836, data_time: 0.010, memory: 3025, loss_cls: 2.2345, loss: 2.2345, grad_norm: 3.6671 2020-10-15 15:36:40,081 - mmaction - INFO - Epoch [48][660/1743] lr: 1.000e-03, eta: 1 day, 1:50:04, time: 0.830, data_time: 0.007, memory: 3025, loss_cls: 2.1779, loss: 2.1779, grad_norm: 3.1277 2020-10-15 15:36:56,073 - mmaction - INFO - Epoch [48][680/1743] lr: 1.000e-03, eta: 1 day, 1:49:39, time: 0.795, data_time: 0.002, memory: 3025, loss_cls: 2.2215, loss: 2.2215, grad_norm: 3.1861 2020-10-15 15:37:12,316 - mmaction - INFO - Epoch [48][700/1743] lr: 1.000e-03, eta: 1 day, 1:49:15, time: 0.817, data_time: 0.010, memory: 3025, loss_cls: 2.2491, loss: 2.2491, grad_norm: 3.2362 2020-10-15 15:37:28,499 - mmaction - INFO - Epoch [48][720/1743] lr: 1.000e-03, eta: 1 day, 1:48:50, time: 0.809, data_time: 0.005, memory: 3025, loss_cls: 2.2780, loss: 2.2780, grad_norm: 3.2633 2020-10-15 15:37:44,277 - mmaction - INFO - Epoch [48][740/1743] lr: 1.000e-03, eta: 1 day, 1:48:25, time: 0.789, data_time: 0.003, memory: 3025, loss_cls: 2.2088, loss: 2.2088, grad_norm: 3.1737 2020-10-15 15:38:00,573 - mmaction - INFO - Epoch [48][760/1743] lr: 1.000e-03, eta: 1 day, 1:48:00, time: 0.813, data_time: 0.002, memory: 3025, loss_cls: 2.2120, loss: 2.2120, grad_norm: 3.1285 2020-10-15 15:38:16,635 - mmaction - INFO - Epoch [48][780/1743] lr: 1.000e-03, eta: 1 day, 1:47:35, time: 0.801, data_time: 0.009, memory: 3025, loss_cls: 2.2484, loss: 2.2484, grad_norm: 3.1860 2020-10-15 15:38:33,034 - mmaction - INFO - Epoch [48][800/1743] lr: 1.000e-03, eta: 1 day, 1:47:10, time: 0.821, data_time: 0.006, memory: 3025, loss_cls: 2.2576, loss: 2.2576, grad_norm: 3.2100 2020-10-15 15:38:49,578 - mmaction - INFO - Epoch [48][820/1743] lr: 1.000e-03, eta: 1 day, 1:46:46, time: 0.827, data_time: 0.006, memory: 3025, loss_cls: 2.2380, loss: 2.2380, grad_norm: 3.2040 2020-10-15 15:39:05,546 - mmaction - INFO - Epoch [48][840/1743] lr: 1.000e-03, eta: 1 day, 1:46:21, time: 0.797, data_time: 0.007, memory: 3025, loss_cls: 2.2226, loss: 2.2226, grad_norm: 3.1920 2020-10-15 15:39:21,772 - mmaction - INFO - Epoch [48][860/1743] lr: 1.000e-03, eta: 1 day, 1:45:56, time: 0.816, data_time: 0.008, memory: 3025, loss_cls: 2.2543, loss: 2.2543, grad_norm: 3.2550 2020-10-15 15:39:38,294 - mmaction - INFO - Epoch [48][880/1743] lr: 1.000e-03, eta: 1 day, 1:45:32, time: 0.819, data_time: 0.005, memory: 3025, loss_cls: 2.2350, loss: 2.2350, grad_norm: 3.1447 2020-10-15 15:39:54,443 - mmaction - INFO - Epoch [48][900/1743] lr: 1.000e-03, eta: 1 day, 1:45:07, time: 0.815, data_time: 0.012, memory: 3025, loss_cls: 2.2346, loss: 2.2346, grad_norm: 3.2228 2020-10-15 15:40:10,284 - mmaction - INFO - Epoch [48][920/1743] lr: 1.000e-03, eta: 1 day, 1:44:42, time: 0.787, data_time: 0.002, memory: 3025, loss_cls: 2.2543, loss: 2.2543, grad_norm: 3.2280 2020-10-15 15:40:26,144 - mmaction - INFO - Epoch [48][940/1743] lr: 1.000e-03, eta: 1 day, 1:44:17, time: 0.796, data_time: 0.006, memory: 3025, loss_cls: 2.2410, loss: 2.2410, grad_norm: 3.1808 2020-10-15 15:40:42,859 - mmaction - INFO - Epoch [48][960/1743] lr: 1.000e-03, eta: 1 day, 1:43:52, time: 0.829, data_time: 0.007, memory: 3025, loss_cls: 2.2318, loss: 2.2318, grad_norm: 3.1327 2020-10-15 15:40:59,012 - mmaction - INFO - Epoch [48][980/1743] lr: 1.000e-03, eta: 1 day, 1:43:28, time: 0.815, data_time: 0.013, memory: 3025, loss_cls: 2.2321, loss: 2.2321, grad_norm: 3.1767 2020-10-15 15:41:15,686 - mmaction - INFO - Epoch [48][1000/1743] lr: 1.000e-03, eta: 1 day, 1:43:03, time: 0.833, data_time: 0.005, memory: 3025, loss_cls: 2.2432, loss: 2.2432, grad_norm: 3.1836 2020-10-15 15:41:31,865 - mmaction - INFO - Epoch [48][1020/1743] lr: 1.000e-03, eta: 1 day, 1:42:39, time: 0.810, data_time: 0.006, memory: 3025, loss_cls: 2.2165, loss: 2.2165, grad_norm: 3.1696 2020-10-15 15:41:48,842 - mmaction - INFO - Epoch [48][1040/1743] lr: 1.000e-03, eta: 1 day, 1:42:15, time: 0.846, data_time: 0.004, memory: 3025, loss_cls: 2.2043, loss: 2.2043, grad_norm: 3.1225 2020-10-15 15:42:04,710 - mmaction - INFO - Epoch [48][1060/1743] lr: 1.000e-03, eta: 1 day, 1:41:50, time: 0.793, data_time: 0.010, memory: 3025, loss_cls: 2.2238, loss: 2.2238, grad_norm: 3.2104 2020-10-15 15:42:20,655 - mmaction - INFO - Epoch [48][1080/1743] lr: 1.000e-03, eta: 1 day, 1:41:25, time: 0.799, data_time: 0.006, memory: 3025, loss_cls: 2.2261, loss: 2.2261, grad_norm: 3.1537 2020-10-15 15:42:37,435 - mmaction - INFO - Epoch [48][1100/1743] lr: 1.000e-03, eta: 1 day, 1:41:00, time: 0.836, data_time: 0.006, memory: 3025, loss_cls: 2.2510, loss: 2.2510, grad_norm: 3.2350 2020-10-15 15:42:53,775 - mmaction - INFO - Epoch [48][1120/1743] lr: 1.000e-03, eta: 1 day, 1:40:36, time: 0.814, data_time: 0.007, memory: 3025, loss_cls: 2.2084, loss: 2.2084, grad_norm: 3.2025 2020-10-15 15:43:10,270 - mmaction - INFO - Epoch [48][1140/1743] lr: 1.000e-03, eta: 1 day, 1:40:12, time: 0.827, data_time: 0.010, memory: 3025, loss_cls: 2.2352, loss: 2.2352, grad_norm: 3.2033 2020-10-15 15:43:26,844 - mmaction - INFO - Epoch [48][1160/1743] lr: 1.000e-03, eta: 1 day, 1:39:47, time: 0.823, data_time: 0.007, memory: 3025, loss_cls: 2.2403, loss: 2.2403, grad_norm: 3.1589 2020-10-15 15:43:42,481 - mmaction - INFO - Epoch [48][1180/1743] lr: 1.000e-03, eta: 1 day, 1:39:22, time: 0.790, data_time: 0.015, memory: 3025, loss_cls: 2.2339, loss: 2.2339, grad_norm: 3.1510 2020-10-15 15:43:58,311 - mmaction - INFO - Epoch [48][1200/1743] lr: 1.000e-03, eta: 1 day, 1:38:57, time: 0.790, data_time: 0.005, memory: 3025, loss_cls: 2.2094, loss: 2.2094, grad_norm: 3.1429 2020-10-15 15:44:14,822 - mmaction - INFO - Epoch [48][1220/1743] lr: 1.000e-03, eta: 1 day, 1:38:32, time: 0.821, data_time: 0.006, memory: 3025, loss_cls: 2.2770, loss: 2.2770, grad_norm: 3.2418 2020-10-15 15:44:30,455 - mmaction - INFO - Epoch [48][1240/1743] lr: 1.000e-03, eta: 1 day, 1:38:07, time: 0.783, data_time: 0.010, memory: 3025, loss_cls: 2.2105, loss: 2.2105, grad_norm: 3.2083 2020-10-15 15:44:46,447 - mmaction - INFO - Epoch [48][1260/1743] lr: 1.000e-03, eta: 1 day, 1:37:42, time: 0.802, data_time: 0.011, memory: 3025, loss_cls: 2.2067, loss: 2.2067, grad_norm: 3.1833 2020-10-15 15:45:02,270 - mmaction - INFO - Epoch [48][1280/1743] lr: 1.000e-03, eta: 1 day, 1:37:17, time: 0.794, data_time: 0.012, memory: 3025, loss_cls: 2.2396, loss: 2.2396, grad_norm: 3.1878 2020-10-15 15:45:18,627 - mmaction - INFO - Epoch [48][1300/1743] lr: 1.000e-03, eta: 1 day, 1:36:53, time: 0.815, data_time: 0.002, memory: 3025, loss_cls: 2.2133, loss: 2.2133, grad_norm: 3.1898 2020-10-15 15:45:34,615 - mmaction - INFO - Epoch [48][1320/1743] lr: 1.000e-03, eta: 1 day, 1:36:28, time: 0.792, data_time: 0.006, memory: 3025, loss_cls: 2.2319, loss: 2.2319, grad_norm: 3.1564 2020-10-15 15:45:50,626 - mmaction - INFO - Epoch [48][1340/1743] lr: 1.000e-03, eta: 1 day, 1:36:03, time: 0.811, data_time: 0.014, memory: 3025, loss_cls: 2.2513, loss: 2.2513, grad_norm: 3.2166 2020-10-15 15:46:07,209 - mmaction - INFO - Epoch [48][1360/1743] lr: 1.000e-03, eta: 1 day, 1:35:39, time: 0.824, data_time: 0.005, memory: 3025, loss_cls: 2.2311, loss: 2.2311, grad_norm: 3.2249 2020-10-15 15:46:22,938 - mmaction - INFO - Epoch [48][1380/1743] lr: 1.000e-03, eta: 1 day, 1:35:13, time: 0.790, data_time: 0.007, memory: 3025, loss_cls: 2.2401, loss: 2.2401, grad_norm: 3.1817 2020-10-15 15:46:39,083 - mmaction - INFO - Epoch [48][1400/1743] lr: 1.000e-03, eta: 1 day, 1:34:49, time: 0.801, data_time: 0.004, memory: 3025, loss_cls: 2.2348, loss: 2.2348, grad_norm: 3.2152 2020-10-15 15:46:55,091 - mmaction - INFO - Epoch [48][1420/1743] lr: 1.000e-03, eta: 1 day, 1:34:24, time: 0.801, data_time: 0.010, memory: 3025, loss_cls: 2.2607, loss: 2.2607, grad_norm: 3.1862 2020-10-15 15:47:11,173 - mmaction - INFO - Epoch [48][1440/1743] lr: 1.000e-03, eta: 1 day, 1:33:59, time: 0.809, data_time: 0.010, memory: 3025, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.1619 2020-10-15 15:47:27,487 - mmaction - INFO - Epoch [48][1460/1743] lr: 1.000e-03, eta: 1 day, 1:33:35, time: 0.816, data_time: 0.005, memory: 3025, loss_cls: 2.1972, loss: 2.1972, grad_norm: 3.1778 2020-10-15 15:47:43,623 - mmaction - INFO - Epoch [48][1480/1743] lr: 1.000e-03, eta: 1 day, 1:33:10, time: 0.808, data_time: 0.005, memory: 3025, loss_cls: 2.2306, loss: 2.2306, grad_norm: 3.2231 2020-10-15 15:47:59,705 - mmaction - INFO - Epoch [48][1500/1743] lr: 1.000e-03, eta: 1 day, 1:32:45, time: 0.797, data_time: 0.003, memory: 3025, loss_cls: 2.2188, loss: 2.2188, grad_norm: 3.2526 2020-10-15 15:48:15,984 - mmaction - INFO - Epoch [48][1520/1743] lr: 1.000e-03, eta: 1 day, 1:32:21, time: 0.821, data_time: 0.010, memory: 3025, loss_cls: 2.2169, loss: 2.2169, grad_norm: 3.1921 2020-10-15 15:48:31,718 - mmaction - INFO - Epoch [48][1540/1743] lr: 1.000e-03, eta: 1 day, 1:31:55, time: 0.785, data_time: 0.002, memory: 3025, loss_cls: 2.2657, loss: 2.2657, grad_norm: 3.3135 2020-10-15 15:48:48,315 - mmaction - INFO - Epoch [48][1560/1743] lr: 1.000e-03, eta: 1 day, 1:31:31, time: 0.830, data_time: 0.005, memory: 3025, loss_cls: 2.1874, loss: 2.1874, grad_norm: 3.1738 2020-10-15 15:49:04,088 - mmaction - INFO - Epoch [48][1580/1743] lr: 1.000e-03, eta: 1 day, 1:31:06, time: 0.787, data_time: 0.006, memory: 3025, loss_cls: 2.2151, loss: 2.2151, grad_norm: 3.1712 2020-10-15 15:49:20,411 - mmaction - INFO - Epoch [48][1600/1743] lr: 1.000e-03, eta: 1 day, 1:30:42, time: 0.817, data_time: 0.006, memory: 3025, loss_cls: 2.2484, loss: 2.2484, grad_norm: 3.1962 2020-10-15 15:49:36,492 - mmaction - INFO - Epoch [48][1620/1743] lr: 1.000e-03, eta: 1 day, 1:30:17, time: 0.804, data_time: 0.006, memory: 3025, loss_cls: 2.2290, loss: 2.2290, grad_norm: 3.2103 2020-10-15 15:49:53,207 - mmaction - INFO - Epoch [48][1640/1743] lr: 1.000e-03, eta: 1 day, 1:29:53, time: 0.839, data_time: 0.006, memory: 3025, loss_cls: 2.2274, loss: 2.2274, grad_norm: 3.2115 2020-10-15 15:50:09,353 - mmaction - INFO - Epoch [48][1660/1743] lr: 1.000e-03, eta: 1 day, 1:29:28, time: 0.806, data_time: 0.002, memory: 3025, loss_cls: 2.2271, loss: 2.2271, grad_norm: 3.2533 2020-10-15 15:50:25,567 - mmaction - INFO - Epoch [48][1680/1743] lr: 1.000e-03, eta: 1 day, 1:29:03, time: 0.809, data_time: 0.002, memory: 3025, loss_cls: 2.2101, loss: 2.2101, grad_norm: 3.1523 2020-10-15 15:50:41,486 - mmaction - INFO - Epoch [48][1700/1743] lr: 1.000e-03, eta: 1 day, 1:28:39, time: 0.792, data_time: 0.005, memory: 3025, loss_cls: 2.2505, loss: 2.2505, grad_norm: 3.2617 2020-10-15 15:50:57,845 - mmaction - INFO - Epoch [48][1720/1743] lr: 1.000e-03, eta: 1 day, 1:28:14, time: 0.817, data_time: 0.010, memory: 3025, loss_cls: 2.2417, loss: 2.2417, grad_norm: 3.2051 2020-10-15 15:51:14,510 - mmaction - INFO - Epoch [48][1740/1743] lr: 1.000e-03, eta: 1 day, 1:27:50, time: 0.840, data_time: 0.013, memory: 3025, loss_cls: 2.2490, loss: 2.2490, grad_norm: 3.2198 2020-10-15 15:51:58,302 - mmaction - INFO - Epoch [49][20/1743] lr: 1.000e-03, eta: 1 day, 1:27:44, time: 1.976, data_time: 1.392, memory: 3025, loss_cls: 2.2177, loss: 2.2177, grad_norm: 3.2227 2020-10-15 15:52:15,124 - mmaction - INFO - Epoch [49][40/1743] lr: 1.000e-03, eta: 1 day, 1:27:20, time: 0.837, data_time: 0.047, memory: 3025, loss_cls: 2.2300, loss: 2.2300, grad_norm: 3.1905 2020-10-15 15:52:31,329 - mmaction - INFO - Epoch [49][60/1743] lr: 1.000e-03, eta: 1 day, 1:26:56, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.2313, loss: 2.2313, grad_norm: 3.1640 2020-10-15 15:52:47,356 - mmaction - INFO - Epoch [49][80/1743] lr: 1.000e-03, eta: 1 day, 1:26:31, time: 0.798, data_time: 0.008, memory: 3025, loss_cls: 2.2240, loss: 2.2240, grad_norm: 3.1940 2020-10-15 15:53:03,345 - mmaction - INFO - Epoch [49][100/1743] lr: 1.000e-03, eta: 1 day, 1:26:06, time: 0.801, data_time: 0.007, memory: 3025, loss_cls: 2.2100, loss: 2.2100, grad_norm: 3.2079 2020-10-15 15:53:18,684 - mmaction - INFO - Epoch [49][120/1743] lr: 1.000e-03, eta: 1 day, 1:25:41, time: 0.768, data_time: 0.005, memory: 3025, loss_cls: 2.2117, loss: 2.2117, grad_norm: 3.2088 2020-10-15 15:53:35,016 - mmaction - INFO - Epoch [49][140/1743] lr: 1.000e-03, eta: 1 day, 1:25:16, time: 0.816, data_time: 0.006, memory: 3025, loss_cls: 2.2230, loss: 2.2230, grad_norm: 3.1724 2020-10-15 15:53:51,819 - mmaction - INFO - Epoch [49][160/1743] lr: 1.000e-03, eta: 1 day, 1:24:52, time: 0.843, data_time: 0.007, memory: 3025, loss_cls: 2.2276, loss: 2.2276, grad_norm: 3.2242 2020-10-15 15:54:08,208 - mmaction - INFO - Epoch [49][180/1743] lr: 1.000e-03, eta: 1 day, 1:24:28, time: 0.817, data_time: 0.002, memory: 3025, loss_cls: 2.2234, loss: 2.2234, grad_norm: 3.2673 2020-10-15 15:54:25,625 - mmaction - INFO - Epoch [49][200/1743] lr: 1.000e-03, eta: 1 day, 1:24:05, time: 0.872, data_time: 0.005, memory: 3025, loss_cls: 2.2217, loss: 2.2217, grad_norm: 3.1544 2020-10-15 15:54:42,273 - mmaction - INFO - Epoch [49][220/1743] lr: 1.000e-03, eta: 1 day, 1:23:41, time: 0.824, data_time: 0.006, memory: 3025, loss_cls: 2.2262, loss: 2.2262, grad_norm: 3.1613 2020-10-15 15:54:58,654 - mmaction - INFO - Epoch [49][240/1743] lr: 1.000e-03, eta: 1 day, 1:23:16, time: 0.822, data_time: 0.012, memory: 3025, loss_cls: 2.2281, loss: 2.2281, grad_norm: 3.1752 2020-10-15 15:55:15,318 - mmaction - INFO - Epoch [49][260/1743] lr: 1.000e-03, eta: 1 day, 1:22:52, time: 0.839, data_time: 0.012, memory: 3025, loss_cls: 2.2196, loss: 2.2196, grad_norm: 3.2583 2020-10-15 15:55:31,222 - mmaction - INFO - Epoch [49][280/1743] lr: 1.000e-03, eta: 1 day, 1:22:27, time: 0.791, data_time: 0.005, memory: 3025, loss_cls: 2.2483, loss: 2.2483, grad_norm: 3.2371 2020-10-15 15:55:47,757 - mmaction - INFO - Epoch [49][300/1743] lr: 1.000e-03, eta: 1 day, 1:22:03, time: 0.827, data_time: 0.007, memory: 3025, loss_cls: 2.2060, loss: 2.2060, grad_norm: 3.2009 2020-10-15 15:56:04,432 - mmaction - INFO - Epoch [49][320/1743] lr: 1.000e-03, eta: 1 day, 1:21:39, time: 0.837, data_time: 0.006, memory: 3025, loss_cls: 2.2357, loss: 2.2357, grad_norm: 3.1998 2020-10-15 15:56:20,720 - mmaction - INFO - Epoch [49][340/1743] lr: 1.000e-03, eta: 1 day, 1:21:15, time: 0.813, data_time: 0.002, memory: 3025, loss_cls: 2.2133, loss: 2.2133, grad_norm: 3.2043 2020-10-15 15:56:37,131 - mmaction - INFO - Epoch [49][360/1743] lr: 1.000e-03, eta: 1 day, 1:20:51, time: 0.821, data_time: 0.004, memory: 3025, loss_cls: 2.1991, loss: 2.1991, grad_norm: 3.2146 2020-10-15 15:56:54,515 - mmaction - INFO - Epoch [49][380/1743] lr: 1.000e-03, eta: 1 day, 1:20:27, time: 0.870, data_time: 0.003, memory: 3025, loss_cls: 2.1804, loss: 2.1804, grad_norm: 3.2385 2020-10-15 15:57:11,082 - mmaction - INFO - Epoch [49][400/1743] lr: 1.000e-03, eta: 1 day, 1:20:03, time: 0.826, data_time: 0.005, memory: 3025, loss_cls: 2.2374, loss: 2.2374, grad_norm: 3.2782 2020-10-15 15:57:27,899 - mmaction - INFO - Epoch [49][420/1743] lr: 1.000e-03, eta: 1 day, 1:19:39, time: 0.843, data_time: 0.009, memory: 3025, loss_cls: 2.2315, loss: 2.2315, grad_norm: 3.1997 2020-10-15 15:57:44,348 - mmaction - INFO - Epoch [49][440/1743] lr: 1.000e-03, eta: 1 day, 1:19:15, time: 0.820, data_time: 0.006, memory: 3025, loss_cls: 2.2429, loss: 2.2429, grad_norm: 3.2207 2020-10-15 15:58:00,354 - mmaction - INFO - Epoch [49][460/1743] lr: 1.000e-03, eta: 1 day, 1:18:50, time: 0.796, data_time: 0.011, memory: 3025, loss_cls: 2.2390, loss: 2.2390, grad_norm: 3.2495 2020-10-15 15:58:16,188 - mmaction - INFO - Epoch [49][480/1743] lr: 1.000e-03, eta: 1 day, 1:18:25, time: 0.791, data_time: 0.011, memory: 3025, loss_cls: 2.2636, loss: 2.2636, grad_norm: 3.2496 2020-10-15 15:58:32,926 - mmaction - INFO - Epoch [49][500/1743] lr: 1.000e-03, eta: 1 day, 1:18:01, time: 0.837, data_time: 0.011, memory: 3025, loss_cls: 2.2338, loss: 2.2338, grad_norm: 3.1670 2020-10-15 15:58:49,568 - mmaction - INFO - Epoch [49][520/1743] lr: 1.000e-03, eta: 1 day, 1:17:37, time: 0.834, data_time: 0.011, memory: 3025, loss_cls: 2.2412, loss: 2.2412, grad_norm: 3.2589 2020-10-15 15:59:05,303 - mmaction - INFO - Epoch [49][540/1743] lr: 1.000e-03, eta: 1 day, 1:17:12, time: 0.794, data_time: 0.008, memory: 3025, loss_cls: 2.2679, loss: 2.2679, grad_norm: 3.3002 2020-10-15 15:59:21,730 - mmaction - INFO - Epoch [49][560/1743] lr: 1.000e-03, eta: 1 day, 1:16:48, time: 0.817, data_time: 0.005, memory: 3025, loss_cls: 2.2347, loss: 2.2347, grad_norm: 3.1922 2020-10-15 15:59:38,648 - mmaction - INFO - Epoch [49][580/1743] lr: 1.000e-03, eta: 1 day, 1:16:24, time: 0.842, data_time: 0.005, memory: 3025, loss_cls: 2.2134, loss: 2.2134, grad_norm: 3.2012 2020-10-15 15:59:54,464 - mmaction - INFO - Epoch [49][600/1743] lr: 1.000e-03, eta: 1 day, 1:16:00, time: 0.794, data_time: 0.014, memory: 3025, loss_cls: 2.2416, loss: 2.2416, grad_norm: 3.1858 2020-10-15 16:00:10,686 - mmaction - INFO - Epoch [49][620/1743] lr: 1.000e-03, eta: 1 day, 1:15:35, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.2056, loss: 2.2056, grad_norm: 3.1719 2020-10-15 16:00:27,075 - mmaction - INFO - Epoch [49][640/1743] lr: 1.000e-03, eta: 1 day, 1:15:11, time: 0.817, data_time: 0.004, memory: 3025, loss_cls: 2.2277, loss: 2.2277, grad_norm: 3.1549 2020-10-15 16:00:43,290 - mmaction - INFO - Epoch [49][660/1743] lr: 1.000e-03, eta: 1 day, 1:14:46, time: 0.810, data_time: 0.006, memory: 3025, loss_cls: 2.1836, loss: 2.1836, grad_norm: 3.2299 2020-10-15 16:01:00,100 - mmaction - INFO - Epoch [49][680/1743] lr: 1.000e-03, eta: 1 day, 1:14:22, time: 0.834, data_time: 0.007, memory: 3025, loss_cls: 2.2056, loss: 2.2056, grad_norm: 3.1797 2020-10-15 16:01:16,083 - mmaction - INFO - Epoch [49][700/1743] lr: 1.000e-03, eta: 1 day, 1:13:58, time: 0.811, data_time: 0.014, memory: 3025, loss_cls: 2.2111, loss: 2.2111, grad_norm: 3.1968 2020-10-15 16:01:33,121 - mmaction - INFO - Epoch [49][720/1743] lr: 1.000e-03, eta: 1 day, 1:13:34, time: 0.847, data_time: 0.004, memory: 3025, loss_cls: 2.2545, loss: 2.2545, grad_norm: 3.2559 2020-10-15 16:01:49,274 - mmaction - INFO - Epoch [49][740/1743] lr: 1.000e-03, eta: 1 day, 1:13:10, time: 0.811, data_time: 0.011, memory: 3025, loss_cls: 2.2306, loss: 2.2306, grad_norm: 3.2004 2020-10-15 16:02:06,066 - mmaction - INFO - Epoch [49][760/1743] lr: 1.000e-03, eta: 1 day, 1:12:46, time: 0.839, data_time: 0.007, memory: 3025, loss_cls: 2.2777, loss: 2.2777, grad_norm: 3.2586 2020-10-15 16:02:22,562 - mmaction - INFO - Epoch [49][780/1743] lr: 1.000e-03, eta: 1 day, 1:12:22, time: 0.828, data_time: 0.007, memory: 3025, loss_cls: 2.2109, loss: 2.2109, grad_norm: 3.2044 2020-10-15 16:02:38,725 - mmaction - INFO - Epoch [49][800/1743] lr: 1.000e-03, eta: 1 day, 1:11:57, time: 0.799, data_time: 0.003, memory: 3025, loss_cls: 2.2269, loss: 2.2269, grad_norm: 3.1567 2020-10-15 16:02:54,772 - mmaction - INFO - Epoch [49][820/1743] lr: 1.000e-03, eta: 1 day, 1:11:33, time: 0.810, data_time: 0.011, memory: 3025, loss_cls: 2.1875, loss: 2.1875, grad_norm: 3.1329 2020-10-15 16:03:10,872 - mmaction - INFO - Epoch [49][840/1743] lr: 1.000e-03, eta: 1 day, 1:11:08, time: 0.798, data_time: 0.004, memory: 3025, loss_cls: 2.2125, loss: 2.2125, grad_norm: 3.2097 2020-10-15 16:03:27,465 - mmaction - INFO - Epoch [49][860/1743] lr: 1.000e-03, eta: 1 day, 1:10:44, time: 0.831, data_time: 0.010, memory: 3025, loss_cls: 2.2072, loss: 2.2072, grad_norm: 3.2212 2020-10-15 16:03:43,628 - mmaction - INFO - Epoch [49][880/1743] lr: 1.000e-03, eta: 1 day, 1:10:20, time: 0.808, data_time: 0.009, memory: 3025, loss_cls: 2.1799, loss: 2.1799, grad_norm: 3.2068 2020-10-15 16:03:59,836 - mmaction - INFO - Epoch [49][900/1743] lr: 1.000e-03, eta: 1 day, 1:09:55, time: 0.814, data_time: 0.009, memory: 3025, loss_cls: 2.1915, loss: 2.1915, grad_norm: 3.1407 2020-10-15 16:04:16,461 - mmaction - INFO - Epoch [49][920/1743] lr: 1.000e-03, eta: 1 day, 1:09:31, time: 0.829, data_time: 0.005, memory: 3025, loss_cls: 2.2601, loss: 2.2601, grad_norm: 3.2755 2020-10-15 16:04:33,035 - mmaction - INFO - Epoch [49][940/1743] lr: 1.000e-03, eta: 1 day, 1:09:07, time: 0.834, data_time: 0.006, memory: 3025, loss_cls: 2.2320, loss: 2.2320, grad_norm: 3.2124 2020-10-15 16:04:49,441 - mmaction - INFO - Epoch [49][960/1743] lr: 1.000e-03, eta: 1 day, 1:08:43, time: 0.817, data_time: 0.006, memory: 3025, loss_cls: 2.2377, loss: 2.2377, grad_norm: 3.2080 2020-10-15 16:05:06,193 - mmaction - INFO - Epoch [49][980/1743] lr: 1.000e-03, eta: 1 day, 1:08:19, time: 0.839, data_time: 0.007, memory: 3025, loss_cls: 2.2629, loss: 2.2629, grad_norm: 3.2859 2020-10-15 16:05:22,758 - mmaction - INFO - Epoch [49][1000/1743] lr: 1.000e-03, eta: 1 day, 1:07:55, time: 0.830, data_time: 0.005, memory: 3025, loss_cls: 2.2207, loss: 2.2207, grad_norm: 3.2211 2020-10-15 16:05:38,900 - mmaction - INFO - Epoch [49][1020/1743] lr: 1.000e-03, eta: 1 day, 1:07:31, time: 0.806, data_time: 0.004, memory: 3025, loss_cls: 2.1928, loss: 2.1928, grad_norm: 3.1943 2020-10-15 16:05:55,011 - mmaction - INFO - Epoch [49][1040/1743] lr: 1.000e-03, eta: 1 day, 1:07:06, time: 0.804, data_time: 0.006, memory: 3025, loss_cls: 2.2140, loss: 2.2140, grad_norm: 3.1937 2020-10-15 16:06:11,397 - mmaction - INFO - Epoch [49][1060/1743] lr: 1.000e-03, eta: 1 day, 1:06:42, time: 0.819, data_time: 0.008, memory: 3025, loss_cls: 2.2198, loss: 2.2198, grad_norm: 3.2241 2020-10-15 16:06:27,285 - mmaction - INFO - Epoch [49][1080/1743] lr: 1.000e-03, eta: 1 day, 1:06:17, time: 0.793, data_time: 0.006, memory: 3025, loss_cls: 2.2357, loss: 2.2357, grad_norm: 3.2590 2020-10-15 16:06:44,057 - mmaction - INFO - Epoch [49][1100/1743] lr: 1.000e-03, eta: 1 day, 1:05:53, time: 0.832, data_time: 0.007, memory: 3025, loss_cls: 2.2282, loss: 2.2282, grad_norm: 3.2197 2020-10-15 16:07:00,106 - mmaction - INFO - Epoch [49][1120/1743] lr: 1.000e-03, eta: 1 day, 1:05:29, time: 0.812, data_time: 0.014, memory: 3025, loss_cls: 2.2131, loss: 2.2131, grad_norm: 3.1907 2020-10-15 16:07:16,215 - mmaction - INFO - Epoch [49][1140/1743] lr: 1.000e-03, eta: 1 day, 1:05:04, time: 0.804, data_time: 0.011, memory: 3025, loss_cls: 2.2174, loss: 2.2174, grad_norm: 3.2410 2020-10-15 16:07:32,985 - mmaction - INFO - Epoch [49][1160/1743] lr: 1.000e-03, eta: 1 day, 1:04:40, time: 0.830, data_time: 0.005, memory: 3025, loss_cls: 2.2339, loss: 2.2339, grad_norm: 3.2337 2020-10-15 16:07:49,165 - mmaction - INFO - Epoch [49][1180/1743] lr: 1.000e-03, eta: 1 day, 1:04:16, time: 0.820, data_time: 0.014, memory: 3025, loss_cls: 2.2328, loss: 2.2328, grad_norm: 3.2562 2020-10-15 16:08:05,985 - mmaction - INFO - Epoch [49][1200/1743] lr: 1.000e-03, eta: 1 day, 1:03:53, time: 0.837, data_time: 0.004, memory: 3025, loss_cls: 2.2517, loss: 2.2517, grad_norm: 3.2448 2020-10-15 16:08:22,890 - mmaction - INFO - Epoch [49][1220/1743] lr: 1.000e-03, eta: 1 day, 1:03:29, time: 0.847, data_time: 0.010, memory: 3025, loss_cls: 2.2382, loss: 2.2382, grad_norm: 3.2318 2020-10-15 16:08:39,055 - mmaction - INFO - Epoch [49][1240/1743] lr: 1.000e-03, eta: 1 day, 1:03:05, time: 0.811, data_time: 0.005, memory: 3025, loss_cls: 2.2281, loss: 2.2281, grad_norm: 3.2143 2020-10-15 16:08:55,304 - mmaction - INFO - Epoch [49][1260/1743] lr: 1.000e-03, eta: 1 day, 1:02:40, time: 0.812, data_time: 0.001, memory: 3025, loss_cls: 2.2443, loss: 2.2443, grad_norm: 3.2555 2020-10-15 16:09:11,721 - mmaction - INFO - Epoch [49][1280/1743] lr: 1.000e-03, eta: 1 day, 1:02:16, time: 0.819, data_time: 0.004, memory: 3025, loss_cls: 2.1585, loss: 2.1585, grad_norm: 3.1573 2020-10-15 16:09:27,313 - mmaction - INFO - Epoch [49][1300/1743] lr: 1.000e-03, eta: 1 day, 1:01:51, time: 0.775, data_time: 0.004, memory: 3025, loss_cls: 2.2383, loss: 2.2383, grad_norm: 3.2255 2020-10-15 16:09:43,193 - mmaction - INFO - Epoch [49][1320/1743] lr: 1.000e-03, eta: 1 day, 1:01:26, time: 0.793, data_time: 0.009, memory: 3025, loss_cls: 2.2382, loss: 2.2382, grad_norm: 3.2391 2020-10-15 16:09:59,139 - mmaction - INFO - Epoch [49][1340/1743] lr: 1.000e-03, eta: 1 day, 1:01:02, time: 0.797, data_time: 0.010, memory: 3025, loss_cls: 2.2520, loss: 2.2520, grad_norm: 3.2475 2020-10-15 16:10:15,337 - mmaction - INFO - Epoch [49][1360/1743] lr: 1.000e-03, eta: 1 day, 1:00:37, time: 0.809, data_time: 0.011, memory: 3025, loss_cls: 2.2602, loss: 2.2602, grad_norm: 3.3023 2020-10-15 16:10:31,331 - mmaction - INFO - Epoch [49][1380/1743] lr: 1.000e-03, eta: 1 day, 1:00:13, time: 0.799, data_time: 0.011, memory: 3025, loss_cls: 2.2259, loss: 2.2259, grad_norm: 3.1867 2020-10-15 16:10:47,698 - mmaction - INFO - Epoch [49][1400/1743] lr: 1.000e-03, eta: 1 day, 0:59:49, time: 0.818, data_time: 0.011, memory: 3025, loss_cls: 2.2519, loss: 2.2519, grad_norm: 3.2603 2020-10-15 16:11:04,249 - mmaction - INFO - Epoch [49][1420/1743] lr: 1.000e-03, eta: 1 day, 0:59:25, time: 0.836, data_time: 0.011, memory: 3025, loss_cls: 2.2017, loss: 2.2017, grad_norm: 3.2155 2020-10-15 16:11:18,887 - mmaction - INFO - Epoch [49][1440/1743] lr: 1.000e-03, eta: 1 day, 0:58:59, time: 0.725, data_time: 0.002, memory: 3025, loss_cls: 2.2222, loss: 2.2222, grad_norm: 3.1972 2020-10-15 16:11:35,396 - mmaction - INFO - Epoch [49][1460/1743] lr: 1.000e-03, eta: 1 day, 0:58:35, time: 0.833, data_time: 0.009, memory: 3025, loss_cls: 2.2259, loss: 2.2259, grad_norm: 3.1976 2020-10-15 16:11:51,134 - mmaction - INFO - Epoch [49][1480/1743] lr: 1.000e-03, eta: 1 day, 0:58:10, time: 0.786, data_time: 0.004, memory: 3025, loss_cls: 2.2635, loss: 2.2635, grad_norm: 3.2998 2020-10-15 16:12:08,173 - mmaction - INFO - Epoch [49][1500/1743] lr: 1.000e-03, eta: 1 day, 0:57:47, time: 0.849, data_time: 0.002, memory: 3025, loss_cls: 2.2061, loss: 2.2061, grad_norm: 3.1741 2020-10-15 16:12:24,517 - mmaction - INFO - Epoch [49][1520/1743] lr: 1.000e-03, eta: 1 day, 0:57:22, time: 0.820, data_time: 0.007, memory: 3025, loss_cls: 2.2093, loss: 2.2093, grad_norm: 3.2071 2020-10-15 16:12:41,037 - mmaction - INFO - Epoch [49][1540/1743] lr: 1.000e-03, eta: 1 day, 0:56:58, time: 0.824, data_time: 0.003, memory: 3025, loss_cls: 2.2825, loss: 2.2825, grad_norm: 3.3230 2020-10-15 16:12:57,556 - mmaction - INFO - Epoch [49][1560/1743] lr: 1.000e-03, eta: 1 day, 0:56:34, time: 0.827, data_time: 0.007, memory: 3025, loss_cls: 2.2504, loss: 2.2504, grad_norm: 3.2401 2020-10-15 16:13:13,647 - mmaction - INFO - Epoch [49][1580/1743] lr: 1.000e-03, eta: 1 day, 0:56:10, time: 0.805, data_time: 0.004, memory: 3025, loss_cls: 2.2177, loss: 2.2177, grad_norm: 3.2127 2020-10-15 16:13:29,733 - mmaction - INFO - Epoch [49][1600/1743] lr: 1.000e-03, eta: 1 day, 0:55:46, time: 0.801, data_time: 0.003, memory: 3025, loss_cls: 2.2970, loss: 2.2970, grad_norm: 3.2895 2020-10-15 16:13:46,352 - mmaction - INFO - Epoch [49][1620/1743] lr: 1.000e-03, eta: 1 day, 0:55:22, time: 0.834, data_time: 0.005, memory: 3025, loss_cls: 2.2461, loss: 2.2461, grad_norm: 3.2176 2020-10-15 16:14:01,910 - mmaction - INFO - Epoch [49][1640/1743] lr: 1.000e-03, eta: 1 day, 0:54:57, time: 0.775, data_time: 0.004, memory: 3025, loss_cls: 2.2501, loss: 2.2501, grad_norm: 3.2517 2020-10-15 16:14:18,202 - mmaction - INFO - Epoch [49][1660/1743] lr: 1.000e-03, eta: 1 day, 0:54:32, time: 0.804, data_time: 0.006, memory: 3025, loss_cls: 2.1986, loss: 2.1986, grad_norm: 3.1864 2020-10-15 16:14:33,416 - mmaction - INFO - Epoch [49][1680/1743] lr: 1.000e-03, eta: 1 day, 0:54:07, time: 0.774, data_time: 0.016, memory: 3025, loss_cls: 2.2182, loss: 2.2182, grad_norm: 3.2501 2020-10-15 16:14:49,968 - mmaction - INFO - Epoch [49][1700/1743] lr: 1.000e-03, eta: 1 day, 0:53:43, time: 0.822, data_time: 0.005, memory: 3025, loss_cls: 2.2457, loss: 2.2457, grad_norm: 3.2539 2020-10-15 16:15:06,171 - mmaction - INFO - Epoch [49][1720/1743] lr: 1.000e-03, eta: 1 day, 0:53:19, time: 0.814, data_time: 0.008, memory: 3025, loss_cls: 2.2338, loss: 2.2338, grad_norm: 3.2083 2020-10-15 16:15:22,364 - mmaction - INFO - Epoch [49][1740/1743] lr: 1.000e-03, eta: 1 day, 0:52:55, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.2079, loss: 2.2079, grad_norm: 3.2021 2020-10-15 16:15:58,037 - mmaction - INFO - Epoch [50][20/1743] lr: 1.000e-03, eta: 1 day, 0:52:41, time: 1.624, data_time: 1.223, memory: 3025, loss_cls: 2.2431, loss: 2.2431, grad_norm: 3.1843 2020-10-15 16:16:15,064 - mmaction - INFO - Epoch [50][40/1743] lr: 1.000e-03, eta: 1 day, 0:52:18, time: 0.851, data_time: 0.225, memory: 3025, loss_cls: 2.2136, loss: 2.2136, grad_norm: 3.1965 2020-10-15 16:16:31,628 - mmaction - INFO - Epoch [50][60/1743] lr: 1.000e-03, eta: 1 day, 0:51:54, time: 0.827, data_time: 0.321, memory: 3025, loss_cls: 2.2363, loss: 2.2363, grad_norm: 3.2340 2020-10-15 16:16:48,683 - mmaction - INFO - Epoch [50][80/1743] lr: 1.000e-03, eta: 1 day, 0:51:31, time: 0.858, data_time: 0.372, memory: 3025, loss_cls: 2.1988, loss: 2.1988, grad_norm: 3.2259 2020-10-15 16:17:04,529 - mmaction - INFO - Epoch [50][100/1743] lr: 1.000e-03, eta: 1 day, 0:51:06, time: 0.789, data_time: 0.241, memory: 3025, loss_cls: 2.1968, loss: 2.1968, grad_norm: 3.1707 2020-10-15 16:17:21,464 - mmaction - INFO - Epoch [50][120/1743] lr: 1.000e-03, eta: 1 day, 0:50:43, time: 0.847, data_time: 0.203, memory: 3025, loss_cls: 2.2411, loss: 2.2411, grad_norm: 3.2026 2020-10-15 16:17:37,565 - mmaction - INFO - Epoch [50][140/1743] lr: 1.000e-03, eta: 1 day, 0:50:18, time: 0.803, data_time: 0.287, memory: 3025, loss_cls: 2.2288, loss: 2.2288, grad_norm: 3.2429 2020-10-15 16:17:53,825 - mmaction - INFO - Epoch [50][160/1743] lr: 1.000e-03, eta: 1 day, 0:49:54, time: 0.812, data_time: 0.127, memory: 3025, loss_cls: 2.2389, loss: 2.2389, grad_norm: 3.2368 2020-10-15 16:18:10,206 - mmaction - INFO - Epoch [50][180/1743] lr: 1.000e-03, eta: 1 day, 0:49:30, time: 0.823, data_time: 0.064, memory: 3025, loss_cls: 2.2573, loss: 2.2573, grad_norm: 3.2326 2020-10-15 16:18:26,838 - mmaction - INFO - Epoch [50][200/1743] lr: 1.000e-03, eta: 1 day, 0:49:06, time: 0.828, data_time: 0.005, memory: 3025, loss_cls: 2.1886, loss: 2.1886, grad_norm: 3.2353 2020-10-15 16:18:43,364 - mmaction - INFO - Epoch [50][220/1743] lr: 1.000e-03, eta: 1 day, 0:48:42, time: 0.827, data_time: 0.008, memory: 3025, loss_cls: 2.2807, loss: 2.2807, grad_norm: 3.2926 2020-10-15 16:18:59,062 - mmaction - INFO - Epoch [50][240/1743] lr: 1.000e-03, eta: 1 day, 0:48:17, time: 0.781, data_time: 0.006, memory: 3025, loss_cls: 2.2286, loss: 2.2286, grad_norm: 3.2142 2020-10-15 16:19:15,396 - mmaction - INFO - Epoch [50][260/1743] lr: 1.000e-03, eta: 1 day, 0:47:53, time: 0.814, data_time: 0.011, memory: 3025, loss_cls: 2.2242, loss: 2.2242, grad_norm: 3.2571 2020-10-15 16:19:30,865 - mmaction - INFO - Epoch [50][280/1743] lr: 1.000e-03, eta: 1 day, 0:47:28, time: 0.779, data_time: 0.012, memory: 3025, loss_cls: 2.2368, loss: 2.2368, grad_norm: 3.2828 2020-10-15 16:19:47,057 - mmaction - INFO - Epoch [50][300/1743] lr: 1.000e-03, eta: 1 day, 0:47:04, time: 0.815, data_time: 0.008, memory: 3025, loss_cls: 2.2406, loss: 2.2406, grad_norm: 3.2721 2020-10-15 16:20:03,295 - mmaction - INFO - Epoch [50][320/1743] lr: 1.000e-03, eta: 1 day, 0:46:40, time: 0.810, data_time: 0.002, memory: 3025, loss_cls: 2.1932, loss: 2.1932, grad_norm: 3.1503 2020-10-15 16:20:19,896 - mmaction - INFO - Epoch [50][340/1743] lr: 1.000e-03, eta: 1 day, 0:46:16, time: 0.831, data_time: 0.004, memory: 3025, loss_cls: 2.2444, loss: 2.2444, grad_norm: 3.2633 2020-10-15 16:20:36,075 - mmaction - INFO - Epoch [50][360/1743] lr: 1.000e-03, eta: 1 day, 0:45:52, time: 0.808, data_time: 0.004, memory: 3025, loss_cls: 2.2166, loss: 2.2166, grad_norm: 3.2457 2020-10-15 16:20:52,490 - mmaction - INFO - Epoch [50][380/1743] lr: 1.000e-03, eta: 1 day, 0:45:28, time: 0.819, data_time: 0.003, memory: 3025, loss_cls: 2.2276, loss: 2.2276, grad_norm: 3.2814 2020-10-15 16:21:08,682 - mmaction - INFO - Epoch [50][400/1743] lr: 1.000e-03, eta: 1 day, 0:45:04, time: 0.810, data_time: 0.006, memory: 3025, loss_cls: 2.2265, loss: 2.2265, grad_norm: 3.3137 2020-10-15 16:21:24,661 - mmaction - INFO - Epoch [50][420/1743] lr: 1.000e-03, eta: 1 day, 0:44:39, time: 0.794, data_time: 0.004, memory: 3025, loss_cls: 2.2182, loss: 2.2182, grad_norm: 3.2661 2020-10-15 16:21:40,702 - mmaction - INFO - Epoch [50][440/1743] lr: 1.000e-03, eta: 1 day, 0:44:15, time: 0.803, data_time: 0.008, memory: 3025, loss_cls: 2.2282, loss: 2.2282, grad_norm: 3.2936 2020-10-15 16:21:57,440 - mmaction - INFO - Epoch [50][460/1743] lr: 1.000e-03, eta: 1 day, 0:43:51, time: 0.842, data_time: 0.008, memory: 3025, loss_cls: 2.2199, loss: 2.2199, grad_norm: 3.2451 2020-10-15 16:22:13,805 - mmaction - INFO - Epoch [50][480/1743] lr: 1.000e-03, eta: 1 day, 0:43:27, time: 0.814, data_time: 0.007, memory: 3025, loss_cls: 2.2496, loss: 2.2496, grad_norm: 3.2254 2020-10-15 16:22:30,042 - mmaction - INFO - Epoch [50][500/1743] lr: 1.000e-03, eta: 1 day, 0:43:03, time: 0.817, data_time: 0.009, memory: 3025, loss_cls: 2.2058, loss: 2.2058, grad_norm: 3.2447 2020-10-15 16:22:46,297 - mmaction - INFO - Epoch [50][520/1743] lr: 1.000e-03, eta: 1 day, 0:42:39, time: 0.811, data_time: 0.007, memory: 3025, loss_cls: 2.2276, loss: 2.2276, grad_norm: 3.2239 2020-10-15 16:23:02,674 - mmaction - INFO - Epoch [50][540/1743] lr: 1.000e-03, eta: 1 day, 0:42:15, time: 0.819, data_time: 0.005, memory: 3025, loss_cls: 2.2082, loss: 2.2082, grad_norm: 3.2212 2020-10-15 16:23:18,636 - mmaction - INFO - Epoch [50][560/1743] lr: 1.000e-03, eta: 1 day, 0:41:51, time: 0.799, data_time: 0.004, memory: 3025, loss_cls: 2.2110, loss: 2.2110, grad_norm: 3.1895 2020-10-15 16:23:34,903 - mmaction - INFO - Epoch [50][580/1743] lr: 1.000e-03, eta: 1 day, 0:41:27, time: 0.812, data_time: 0.005, memory: 3025, loss_cls: 2.2650, loss: 2.2650, grad_norm: 3.2628 2020-10-15 16:23:51,028 - mmaction - INFO - Epoch [50][600/1743] lr: 1.000e-03, eta: 1 day, 0:41:02, time: 0.800, data_time: 0.003, memory: 3025, loss_cls: 2.1975, loss: 2.1975, grad_norm: 3.2074 2020-10-15 16:24:07,076 - mmaction - INFO - Epoch [50][620/1743] lr: 1.000e-03, eta: 1 day, 0:40:38, time: 0.806, data_time: 0.011, memory: 3025, loss_cls: 2.1919, loss: 2.1919, grad_norm: 3.1931 2020-10-15 16:24:23,357 - mmaction - INFO - Epoch [50][640/1743] lr: 1.000e-03, eta: 1 day, 0:40:14, time: 0.818, data_time: 0.008, memory: 3025, loss_cls: 2.2550, loss: 2.2550, grad_norm: 3.3170 2020-10-15 16:24:39,406 - mmaction - INFO - Epoch [50][660/1743] lr: 1.000e-03, eta: 1 day, 0:39:50, time: 0.795, data_time: 0.003, memory: 3025, loss_cls: 2.2268, loss: 2.2268, grad_norm: 3.3036 2020-10-15 16:24:55,243 - mmaction - INFO - Epoch [50][680/1743] lr: 1.000e-03, eta: 1 day, 0:39:25, time: 0.796, data_time: 0.010, memory: 3025, loss_cls: 2.2366, loss: 2.2366, grad_norm: 3.2350 2020-10-15 16:25:11,801 - mmaction - INFO - Epoch [50][700/1743] lr: 1.000e-03, eta: 1 day, 0:39:01, time: 0.824, data_time: 0.011, memory: 3025, loss_cls: 2.2103, loss: 2.2103, grad_norm: 3.3027 2020-10-15 16:25:27,583 - mmaction - INFO - Epoch [50][720/1743] lr: 1.000e-03, eta: 1 day, 0:38:37, time: 0.789, data_time: 0.009, memory: 3025, loss_cls: 2.2147, loss: 2.2147, grad_norm: 3.2488 2020-10-15 16:25:43,837 - mmaction - INFO - Epoch [50][740/1743] lr: 1.000e-03, eta: 1 day, 0:38:13, time: 0.812, data_time: 0.009, memory: 3025, loss_cls: 2.2020, loss: 2.2020, grad_norm: 3.2184 2020-10-15 16:25:59,703 - mmaction - INFO - Epoch [50][760/1743] lr: 1.000e-03, eta: 1 day, 0:37:48, time: 0.795, data_time: 0.010, memory: 3025, loss_cls: 2.1995, loss: 2.1995, grad_norm: 3.2391 2020-10-15 16:26:15,710 - mmaction - INFO - Epoch [50][780/1743] lr: 1.000e-03, eta: 1 day, 0:37:24, time: 0.805, data_time: 0.006, memory: 3025, loss_cls: 2.2335, loss: 2.2335, grad_norm: 3.2744 2020-10-15 16:26:31,647 - mmaction - INFO - Epoch [50][800/1743] lr: 1.000e-03, eta: 1 day, 0:37:00, time: 0.794, data_time: 0.002, memory: 3025, loss_cls: 2.1654, loss: 2.1654, grad_norm: 3.2211 2020-10-15 16:26:48,024 - mmaction - INFO - Epoch [50][820/1743] lr: 1.000e-03, eta: 1 day, 0:36:35, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.2126, loss: 2.2126, grad_norm: 3.1854 2020-10-15 16:27:04,481 - mmaction - INFO - Epoch [50][840/1743] lr: 1.000e-03, eta: 1 day, 0:36:12, time: 0.823, data_time: 0.009, memory: 3025, loss_cls: 2.2544, loss: 2.2544, grad_norm: 3.2818 2020-10-15 16:27:20,493 - mmaction - INFO - Epoch [50][860/1743] lr: 1.000e-03, eta: 1 day, 0:35:47, time: 0.799, data_time: 0.008, memory: 3025, loss_cls: 2.1989, loss: 2.1989, grad_norm: 3.2307 2020-10-15 16:27:37,073 - mmaction - INFO - Epoch [50][880/1743] lr: 1.000e-03, eta: 1 day, 0:35:24, time: 0.832, data_time: 0.014, memory: 3025, loss_cls: 2.2271, loss: 2.2271, grad_norm: 3.2346 2020-10-15 16:27:53,572 - mmaction - INFO - Epoch [50][900/1743] lr: 1.000e-03, eta: 1 day, 0:35:00, time: 0.823, data_time: 0.009, memory: 3025, loss_cls: 2.2037, loss: 2.2037, grad_norm: 3.1850 2020-10-15 16:28:10,190 - mmaction - INFO - Epoch [50][920/1743] lr: 1.000e-03, eta: 1 day, 0:34:36, time: 0.838, data_time: 0.011, memory: 3025, loss_cls: 2.1867, loss: 2.1867, grad_norm: 3.2124 2020-10-15 16:28:25,357 - mmaction - INFO - Epoch [50][940/1743] lr: 1.000e-03, eta: 1 day, 0:34:11, time: 0.756, data_time: 0.003, memory: 3025, loss_cls: 2.2198, loss: 2.2198, grad_norm: 3.2538 2020-10-15 16:28:41,388 - mmaction - INFO - Epoch [50][960/1743] lr: 1.000e-03, eta: 1 day, 0:33:47, time: 0.799, data_time: 0.007, memory: 3025, loss_cls: 2.2258, loss: 2.2258, grad_norm: 3.2619 2020-10-15 16:28:57,905 - mmaction - INFO - Epoch [50][980/1743] lr: 1.000e-03, eta: 1 day, 0:33:23, time: 0.818, data_time: 0.007, memory: 3025, loss_cls: 2.2294, loss: 2.2294, grad_norm: 3.2949 2020-10-15 16:29:13,509 - mmaction - INFO - Epoch [50][1000/1743] lr: 1.000e-03, eta: 1 day, 0:32:58, time: 0.790, data_time: 0.015, memory: 3025, loss_cls: 2.2559, loss: 2.2559, grad_norm: 3.2937 2020-10-15 16:29:29,698 - mmaction - INFO - Epoch [50][1020/1743] lr: 1.000e-03, eta: 1 day, 0:32:34, time: 0.809, data_time: 0.005, memory: 3025, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.3031 2020-10-15 16:29:45,471 - mmaction - INFO - Epoch [50][1040/1743] lr: 1.000e-03, eta: 1 day, 0:32:10, time: 0.787, data_time: 0.003, memory: 3025, loss_cls: 2.2062, loss: 2.2062, grad_norm: 3.1623 2020-10-15 16:30:02,103 - mmaction - INFO - Epoch [50][1060/1743] lr: 1.000e-03, eta: 1 day, 0:31:46, time: 0.823, data_time: 0.006, memory: 3025, loss_cls: 2.2300, loss: 2.2300, grad_norm: 3.3037 2020-10-15 16:30:17,394 - mmaction - INFO - Epoch [50][1080/1743] lr: 1.000e-03, eta: 1 day, 0:31:21, time: 0.771, data_time: 0.016, memory: 3025, loss_cls: 2.2260, loss: 2.2260, grad_norm: 3.2261 2020-10-15 16:30:34,897 - mmaction - INFO - Epoch [50][1100/1743] lr: 1.000e-03, eta: 1 day, 0:30:58, time: 0.871, data_time: 0.007, memory: 3025, loss_cls: 2.2732, loss: 2.2732, grad_norm: 3.3008 2020-10-15 16:30:51,686 - mmaction - INFO - Epoch [50][1120/1743] lr: 1.000e-03, eta: 1 day, 0:30:35, time: 0.849, data_time: 0.011, memory: 3025, loss_cls: 2.2107, loss: 2.2107, grad_norm: 3.2376 2020-10-15 16:31:08,564 - mmaction - INFO - Epoch [50][1140/1743] lr: 1.000e-03, eta: 1 day, 0:30:11, time: 0.841, data_time: 0.001, memory: 3025, loss_cls: 2.2089, loss: 2.2089, grad_norm: 3.2049 2020-10-15 16:31:25,150 - mmaction - INFO - Epoch [50][1160/1743] lr: 1.000e-03, eta: 1 day, 0:29:48, time: 0.832, data_time: 0.006, memory: 3025, loss_cls: 2.2132, loss: 2.2132, grad_norm: 3.2432 2020-10-15 16:31:42,209 - mmaction - INFO - Epoch [50][1180/1743] lr: 1.000e-03, eta: 1 day, 0:29:25, time: 0.854, data_time: 0.008, memory: 3025, loss_cls: 2.2288, loss: 2.2288, grad_norm: 3.2823 2020-10-15 16:31:58,754 - mmaction - INFO - Epoch [50][1200/1743] lr: 1.000e-03, eta: 1 day, 0:29:01, time: 0.827, data_time: 0.001, memory: 3025, loss_cls: 2.2664, loss: 2.2664, grad_norm: 3.2682 2020-10-15 16:32:15,146 - mmaction - INFO - Epoch [50][1220/1743] lr: 1.000e-03, eta: 1 day, 0:28:37, time: 0.817, data_time: 0.002, memory: 3025, loss_cls: 2.2431, loss: 2.2431, grad_norm: 3.2754 2020-10-15 16:32:32,198 - mmaction - INFO - Epoch [50][1240/1743] lr: 1.000e-03, eta: 1 day, 0:28:14, time: 0.847, data_time: 0.005, memory: 3025, loss_cls: 2.2200, loss: 2.2200, grad_norm: 3.2755 2020-10-15 16:32:48,708 - mmaction - INFO - Epoch [50][1260/1743] lr: 1.000e-03, eta: 1 day, 0:27:50, time: 0.826, data_time: 0.011, memory: 3025, loss_cls: 2.2306, loss: 2.2306, grad_norm: 3.2713 2020-10-15 16:33:05,984 - mmaction - INFO - Epoch [50][1280/1743] lr: 1.000e-03, eta: 1 day, 0:27:27, time: 0.863, data_time: 0.009, memory: 3025, loss_cls: 2.2257, loss: 2.2257, grad_norm: 3.2900 2020-10-15 16:33:21,328 - mmaction - INFO - Epoch [50][1300/1743] lr: 1.000e-03, eta: 1 day, 0:27:02, time: 0.773, data_time: 0.009, memory: 3025, loss_cls: 2.2329, loss: 2.2329, grad_norm: 3.2708 2020-10-15 16:33:37,539 - mmaction - INFO - Epoch [50][1320/1743] lr: 1.000e-03, eta: 1 day, 0:26:38, time: 0.808, data_time: 0.005, memory: 3025, loss_cls: 2.2231, loss: 2.2231, grad_norm: 3.2351 2020-10-15 16:33:53,616 - mmaction - INFO - Epoch [50][1340/1743] lr: 1.000e-03, eta: 1 day, 0:26:14, time: 0.803, data_time: 0.007, memory: 3025, loss_cls: 2.2184, loss: 2.2184, grad_norm: 3.3060 2020-10-15 16:34:10,073 - mmaction - INFO - Epoch [50][1360/1743] lr: 1.000e-03, eta: 1 day, 0:25:50, time: 0.827, data_time: 0.011, memory: 3025, loss_cls: 2.2041, loss: 2.2041, grad_norm: 3.2162 2020-10-15 16:34:26,397 - mmaction - INFO - Epoch [50][1380/1743] lr: 1.000e-03, eta: 1 day, 0:25:26, time: 0.806, data_time: 0.005, memory: 3025, loss_cls: 2.2180, loss: 2.2180, grad_norm: 3.2670 2020-10-15 16:34:42,466 - mmaction - INFO - Epoch [50][1400/1743] lr: 1.000e-03, eta: 1 day, 0:25:02, time: 0.815, data_time: 0.016, memory: 3025, loss_cls: 2.2426, loss: 2.2426, grad_norm: 3.2421 2020-10-15 16:34:57,986 - mmaction - INFO - Epoch [50][1420/1743] lr: 1.000e-03, eta: 1 day, 0:24:38, time: 0.774, data_time: 0.002, memory: 3025, loss_cls: 2.2370, loss: 2.2370, grad_norm: 3.2434 2020-10-15 16:35:13,773 - mmaction - INFO - Epoch [50][1440/1743] lr: 1.000e-03, eta: 1 day, 0:24:13, time: 0.789, data_time: 0.004, memory: 3025, loss_cls: 2.2606, loss: 2.2606, grad_norm: 3.3030 2020-10-15 16:35:30,012 - mmaction - INFO - Epoch [50][1460/1743] lr: 1.000e-03, eta: 1 day, 0:23:49, time: 0.811, data_time: 0.005, memory: 3025, loss_cls: 2.1790, loss: 2.1790, grad_norm: 3.1633 2020-10-15 16:35:46,587 - mmaction - INFO - Epoch [50][1480/1743] lr: 1.000e-03, eta: 1 day, 0:23:25, time: 0.821, data_time: 0.005, memory: 3025, loss_cls: 2.2014, loss: 2.2014, grad_norm: 3.2684 2020-10-15 16:36:02,985 - mmaction - INFO - Epoch [50][1500/1743] lr: 1.000e-03, eta: 1 day, 0:23:02, time: 0.822, data_time: 0.011, memory: 3025, loss_cls: 2.1903, loss: 2.1903, grad_norm: 3.2949 2020-10-15 16:36:18,716 - mmaction - INFO - Epoch [50][1520/1743] lr: 1.000e-03, eta: 1 day, 0:22:37, time: 0.792, data_time: 0.015, memory: 3025, loss_cls: 2.2328, loss: 2.2328, grad_norm: 3.2515 2020-10-15 16:36:34,934 - mmaction - INFO - Epoch [50][1540/1743] lr: 1.000e-03, eta: 1 day, 0:22:13, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.2479, loss: 2.2479, grad_norm: 3.2654 2020-10-15 16:36:51,154 - mmaction - INFO - Epoch [50][1560/1743] lr: 1.000e-03, eta: 1 day, 0:21:49, time: 0.809, data_time: 0.007, memory: 3025, loss_cls: 2.2195, loss: 2.2195, grad_norm: 3.2199 2020-10-15 16:37:07,717 - mmaction - INFO - Epoch [50][1580/1743] lr: 1.000e-03, eta: 1 day, 0:21:25, time: 0.822, data_time: 0.010, memory: 3025, loss_cls: 2.2327, loss: 2.2327, grad_norm: 3.2311 2020-10-15 16:37:22,827 - mmaction - INFO - Epoch [50][1600/1743] lr: 1.000e-03, eta: 1 day, 0:21:01, time: 0.766, data_time: 0.014, memory: 3025, loss_cls: 2.2423, loss: 2.2423, grad_norm: 3.2438 2020-10-15 16:37:39,439 - mmaction - INFO - Epoch [50][1620/1743] lr: 1.000e-03, eta: 1 day, 0:20:37, time: 0.818, data_time: 0.004, memory: 3025, loss_cls: 2.1836, loss: 2.1836, grad_norm: 3.2535 2020-10-15 16:37:55,267 - mmaction - INFO - Epoch [50][1640/1743] lr: 1.000e-03, eta: 1 day, 0:20:13, time: 0.799, data_time: 0.015, memory: 3025, loss_cls: 2.2360, loss: 2.2360, grad_norm: 3.2089 2020-10-15 16:38:11,283 - mmaction - INFO - Epoch [50][1660/1743] lr: 1.000e-03, eta: 1 day, 0:19:48, time: 0.798, data_time: 0.008, memory: 3025, loss_cls: 2.2348, loss: 2.2348, grad_norm: 3.2796 2020-10-15 16:38:26,564 - mmaction - INFO - Epoch [50][1680/1743] lr: 1.000e-03, eta: 1 day, 0:19:24, time: 0.771, data_time: 0.018, memory: 3025, loss_cls: 2.2242, loss: 2.2242, grad_norm: 3.2880 2020-10-15 16:38:41,836 - mmaction - INFO - Epoch [50][1700/1743] lr: 1.000e-03, eta: 1 day, 0:18:59, time: 0.760, data_time: 0.014, memory: 3025, loss_cls: 2.2064, loss: 2.2064, grad_norm: 3.2967 2020-10-15 16:38:57,889 - mmaction - INFO - Epoch [50][1720/1743] lr: 1.000e-03, eta: 1 day, 0:18:35, time: 0.805, data_time: 0.014, memory: 3025, loss_cls: 2.2216, loss: 2.2216, grad_norm: 3.2785 2020-10-15 16:39:14,132 - mmaction - INFO - Epoch [50][1740/1743] lr: 1.000e-03, eta: 1 day, 0:18:11, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.2231, loss: 2.2231, grad_norm: 3.2504 2020-10-15 16:39:18,181 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-10-15 16:41:12,014 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-15 16:41:17,622 - mmaction - INFO - mean_average_precision 0.7136 2020-10-15 16:41:17,661 - mmaction - INFO - Epoch(val) [50][1743] mean_average_precision: 0.7136 2020-10-15 16:41:44,183 - mmaction - INFO - Epoch [51][20/1743] lr: 1.000e-03, eta: 1 day, 0:17:51, time: 1.322, data_time: 0.869, memory: 3025, loss_cls: 2.2250, loss: 2.2250, grad_norm: 3.2341 2020-10-15 16:42:00,429 - mmaction - INFO - Epoch [51][40/1743] lr: 1.000e-03, eta: 1 day, 0:17:27, time: 0.813, data_time: 0.284, memory: 3025, loss_cls: 2.2154, loss: 2.2154, grad_norm: 3.2766 2020-10-15 16:42:17,262 - mmaction - INFO - Epoch [51][60/1743] lr: 1.000e-03, eta: 1 day, 0:17:04, time: 0.839, data_time: 0.046, memory: 3025, loss_cls: 2.1770, loss: 2.1770, grad_norm: 3.2959 2020-10-15 16:42:33,008 - mmaction - INFO - Epoch [51][80/1743] lr: 1.000e-03, eta: 1 day, 0:16:39, time: 0.787, data_time: 0.007, memory: 3025, loss_cls: 2.2114, loss: 2.2114, grad_norm: 3.2743 2020-10-15 16:42:48,723 - mmaction - INFO - Epoch [51][100/1743] lr: 1.000e-03, eta: 1 day, 0:16:15, time: 0.787, data_time: 0.009, memory: 3025, loss_cls: 2.1931, loss: 2.1931, grad_norm: 3.2850 2020-10-15 16:43:04,846 - mmaction - INFO - Epoch [51][120/1743] lr: 1.000e-03, eta: 1 day, 0:15:51, time: 0.810, data_time: 0.006, memory: 3025, loss_cls: 2.2095, loss: 2.2095, grad_norm: 3.2844 2020-10-15 16:43:20,617 - mmaction - INFO - Epoch [51][140/1743] lr: 1.000e-03, eta: 1 day, 0:15:27, time: 0.790, data_time: 0.006, memory: 3025, loss_cls: 2.2701, loss: 2.2701, grad_norm: 3.3465 2020-10-15 16:43:37,030 - mmaction - INFO - Epoch [51][160/1743] lr: 1.000e-03, eta: 1 day, 0:15:03, time: 0.816, data_time: 0.003, memory: 3025, loss_cls: 2.2208, loss: 2.2208, grad_norm: 3.2445 2020-10-15 16:43:53,255 - mmaction - INFO - Epoch [51][180/1743] lr: 1.000e-03, eta: 1 day, 0:14:39, time: 0.811, data_time: 0.006, memory: 3025, loss_cls: 2.2269, loss: 2.2269, grad_norm: 3.3217 2020-10-15 16:44:09,136 - mmaction - INFO - Epoch [51][200/1743] lr: 1.000e-03, eta: 1 day, 0:14:15, time: 0.794, data_time: 0.008, memory: 3025, loss_cls: 2.2274, loss: 2.2274, grad_norm: 3.2258 2020-10-15 16:44:24,958 - mmaction - INFO - Epoch [51][220/1743] lr: 1.000e-03, eta: 1 day, 0:13:51, time: 0.795, data_time: 0.009, memory: 3025, loss_cls: 2.2591, loss: 2.2591, grad_norm: 3.2622 2020-10-15 16:44:40,539 - mmaction - INFO - Epoch [51][240/1743] lr: 1.000e-03, eta: 1 day, 0:13:26, time: 0.778, data_time: 0.004, memory: 3025, loss_cls: 2.2170, loss: 2.2170, grad_norm: 3.2525 2020-10-15 16:44:55,910 - mmaction - INFO - Epoch [51][260/1743] lr: 1.000e-03, eta: 1 day, 0:13:01, time: 0.767, data_time: 0.005, memory: 3025, loss_cls: 2.2792, loss: 2.2792, grad_norm: 3.3417 2020-10-15 16:45:12,056 - mmaction - INFO - Epoch [51][280/1743] lr: 1.000e-03, eta: 1 day, 0:12:37, time: 0.804, data_time: 0.006, memory: 3025, loss_cls: 2.1924, loss: 2.1924, grad_norm: 3.3497 2020-10-15 16:45:28,432 - mmaction - INFO - Epoch [51][300/1743] lr: 1.000e-03, eta: 1 day, 0:12:13, time: 0.819, data_time: 0.015, memory: 3025, loss_cls: 2.1946, loss: 2.1946, grad_norm: 3.3157 2020-10-15 16:45:44,336 - mmaction - INFO - Epoch [51][320/1743] lr: 1.000e-03, eta: 1 day, 0:11:49, time: 0.791, data_time: 0.008, memory: 3025, loss_cls: 2.2337, loss: 2.2337, grad_norm: 3.2740 2020-10-15 16:46:00,511 - mmaction - INFO - Epoch [51][340/1743] lr: 1.000e-03, eta: 1 day, 0:11:25, time: 0.814, data_time: 0.012, memory: 3025, loss_cls: 2.2462, loss: 2.2462, grad_norm: 3.3155 2020-10-15 16:46:16,314 - mmaction - INFO - Epoch [51][360/1743] lr: 1.000e-03, eta: 1 day, 0:11:01, time: 0.792, data_time: 0.010, memory: 3025, loss_cls: 2.2349, loss: 2.2349, grad_norm: 3.2720 2020-10-15 16:46:32,332 - mmaction - INFO - Epoch [51][380/1743] lr: 1.000e-03, eta: 1 day, 0:10:37, time: 0.800, data_time: 0.004, memory: 3025, loss_cls: 2.2035, loss: 2.2035, grad_norm: 3.2199 2020-10-15 16:46:47,906 - mmaction - INFO - Epoch [51][400/1743] lr: 1.000e-03, eta: 1 day, 0:10:13, time: 0.781, data_time: 0.005, memory: 3025, loss_cls: 2.2520, loss: 2.2520, grad_norm: 3.3135 2020-10-15 16:47:04,060 - mmaction - INFO - Epoch [51][420/1743] lr: 1.000e-03, eta: 1 day, 0:09:49, time: 0.805, data_time: 0.003, memory: 3025, loss_cls: 2.1938, loss: 2.1938, grad_norm: 3.2438 2020-10-15 16:47:20,699 - mmaction - INFO - Epoch [51][440/1743] lr: 1.000e-03, eta: 1 day, 0:09:25, time: 0.834, data_time: 0.006, memory: 3025, loss_cls: 2.1987, loss: 2.1987, grad_norm: 3.2348 2020-10-15 16:47:36,969 - mmaction - INFO - Epoch [51][460/1743] lr: 1.000e-03, eta: 1 day, 0:09:01, time: 0.810, data_time: 0.003, memory: 3025, loss_cls: 2.2150, loss: 2.2150, grad_norm: 3.2619 2020-10-15 16:47:53,983 - mmaction - INFO - Epoch [51][480/1743] lr: 1.000e-03, eta: 1 day, 0:08:38, time: 0.854, data_time: 0.006, memory: 3025, loss_cls: 2.2656, loss: 2.2656, grad_norm: 3.3089 2020-10-15 16:48:09,499 - mmaction - INFO - Epoch [51][500/1743] lr: 1.000e-03, eta: 1 day, 0:08:14, time: 0.777, data_time: 0.003, memory: 3025, loss_cls: 2.2506, loss: 2.2506, grad_norm: 3.2999 2020-10-15 16:48:25,608 - mmaction - INFO - Epoch [51][520/1743] lr: 1.000e-03, eta: 1 day, 0:07:50, time: 0.799, data_time: 0.001, memory: 3025, loss_cls: 2.2039, loss: 2.2039, grad_norm: 3.2097 2020-10-15 16:48:41,456 - mmaction - INFO - Epoch [51][540/1743] lr: 1.000e-03, eta: 1 day, 0:07:25, time: 0.787, data_time: 0.009, memory: 3025, loss_cls: 2.2331, loss: 2.2331, grad_norm: 3.2240 2020-10-15 16:48:56,700 - mmaction - INFO - Epoch [51][560/1743] lr: 1.000e-03, eta: 1 day, 0:07:01, time: 0.772, data_time: 0.018, memory: 3025, loss_cls: 2.1832, loss: 2.1832, grad_norm: 3.2316 2020-10-15 16:49:12,554 - mmaction - INFO - Epoch [51][580/1743] lr: 1.000e-03, eta: 1 day, 0:06:37, time: 0.794, data_time: 0.004, memory: 3025, loss_cls: 2.2156, loss: 2.2156, grad_norm: 3.3607 2020-10-15 16:49:28,917 - mmaction - INFO - Epoch [51][600/1743] lr: 1.000e-03, eta: 1 day, 0:06:13, time: 0.815, data_time: 0.001, memory: 3025, loss_cls: 2.2401, loss: 2.2401, grad_norm: 3.2406 2020-10-15 16:49:45,661 - mmaction - INFO - Epoch [51][620/1743] lr: 1.000e-03, eta: 1 day, 0:05:50, time: 0.840, data_time: 0.007, memory: 3025, loss_cls: 2.2366, loss: 2.2366, grad_norm: 3.2775 2020-10-15 16:50:01,698 - mmaction - INFO - Epoch [51][640/1743] lr: 1.000e-03, eta: 1 day, 0:05:26, time: 0.801, data_time: 0.002, memory: 3025, loss_cls: 2.1836, loss: 2.1836, grad_norm: 3.2760 2020-10-15 16:50:17,725 - mmaction - INFO - Epoch [51][660/1743] lr: 1.000e-03, eta: 1 day, 0:05:02, time: 0.803, data_time: 0.003, memory: 3025, loss_cls: 2.2196, loss: 2.2196, grad_norm: 3.2823 2020-10-15 16:50:33,668 - mmaction - INFO - Epoch [51][680/1743] lr: 1.000e-03, eta: 1 day, 0:04:37, time: 0.794, data_time: 0.004, memory: 3025, loss_cls: 2.2328, loss: 2.2328, grad_norm: 3.2584 2020-10-15 16:50:50,091 - mmaction - INFO - Epoch [51][700/1743] lr: 1.000e-03, eta: 1 day, 0:04:14, time: 0.819, data_time: 0.007, memory: 3025, loss_cls: 2.2321, loss: 2.2321, grad_norm: 3.2490 2020-10-15 16:51:05,937 - mmaction - INFO - Epoch [51][720/1743] lr: 1.000e-03, eta: 1 day, 0:03:50, time: 0.796, data_time: 0.007, memory: 3025, loss_cls: 2.2225, loss: 2.2225, grad_norm: 3.3023 2020-10-15 16:51:21,483 - mmaction - INFO - Epoch [51][740/1743] lr: 1.000e-03, eta: 1 day, 0:03:25, time: 0.778, data_time: 0.003, memory: 3025, loss_cls: 2.2208, loss: 2.2208, grad_norm: 3.2883 2020-10-15 16:51:36,923 - mmaction - INFO - Epoch [51][760/1743] lr: 1.000e-03, eta: 1 day, 0:03:01, time: 0.770, data_time: 0.002, memory: 3025, loss_cls: 2.2252, loss: 2.2252, grad_norm: 3.2531 2020-10-15 16:51:53,878 - mmaction - INFO - Epoch [51][780/1743] lr: 1.000e-03, eta: 1 day, 0:02:37, time: 0.845, data_time: 0.004, memory: 3025, loss_cls: 2.2053, loss: 2.2053, grad_norm: 3.2146 2020-10-15 16:52:09,996 - mmaction - INFO - Epoch [51][800/1743] lr: 1.000e-03, eta: 1 day, 0:02:14, time: 0.809, data_time: 0.007, memory: 3025, loss_cls: 2.2691, loss: 2.2691, grad_norm: 3.3285 2020-10-15 16:52:26,882 - mmaction - INFO - Epoch [51][820/1743] lr: 1.000e-03, eta: 1 day, 0:01:50, time: 0.840, data_time: 0.003, memory: 3025, loss_cls: 2.1825, loss: 2.1825, grad_norm: 3.2982 2020-10-15 16:52:42,160 - mmaction - INFO - Epoch [51][840/1743] lr: 1.000e-03, eta: 1 day, 0:01:26, time: 0.766, data_time: 0.007, memory: 3025, loss_cls: 2.2251, loss: 2.2251, grad_norm: 3.2407 2020-10-15 16:52:58,507 - mmaction - INFO - Epoch [51][860/1743] lr: 1.000e-03, eta: 1 day, 0:01:02, time: 0.816, data_time: 0.004, memory: 3025, loss_cls: 2.1987, loss: 2.1987, grad_norm: 3.2418 2020-10-15 16:53:14,621 - mmaction - INFO - Epoch [51][880/1743] lr: 1.000e-03, eta: 1 day, 0:00:38, time: 0.802, data_time: 0.007, memory: 3025, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.2798 2020-10-15 16:53:30,497 - mmaction - INFO - Epoch [51][900/1743] lr: 1.000e-03, eta: 1 day, 0:00:14, time: 0.797, data_time: 0.010, memory: 3025, loss_cls: 2.1936, loss: 2.1936, grad_norm: 3.2723 2020-10-15 16:53:46,720 - mmaction - INFO - Epoch [51][920/1743] lr: 1.000e-03, eta: 23:59:50, time: 0.808, data_time: 0.009, memory: 3025, loss_cls: 2.2282, loss: 2.2282, grad_norm: 3.3177 2020-10-15 16:54:02,976 - mmaction - INFO - Epoch [51][940/1743] lr: 1.000e-03, eta: 23:59:27, time: 0.813, data_time: 0.010, memory: 3025, loss_cls: 2.2266, loss: 2.2266, grad_norm: 3.2840 2020-10-15 16:54:19,178 - mmaction - INFO - Epoch [51][960/1743] lr: 1.000e-03, eta: 23:59:03, time: 0.809, data_time: 0.010, memory: 3025, loss_cls: 2.2240, loss: 2.2240, grad_norm: 3.2774 2020-10-15 16:54:34,785 - mmaction - INFO - Epoch [51][980/1743] lr: 1.000e-03, eta: 23:58:38, time: 0.781, data_time: 0.009, memory: 3025, loss_cls: 2.2673, loss: 2.2673, grad_norm: 3.3445 2020-10-15 16:54:50,584 - mmaction - INFO - Epoch [51][1000/1743] lr: 1.000e-03, eta: 23:58:14, time: 0.789, data_time: 0.010, memory: 3025, loss_cls: 2.2473, loss: 2.2473, grad_norm: 3.3446 2020-10-15 16:55:06,925 - mmaction - INFO - Epoch [51][1020/1743] lr: 1.000e-03, eta: 23:57:51, time: 0.819, data_time: 0.012, memory: 3025, loss_cls: 2.2193, loss: 2.2193, grad_norm: 3.3218 2020-10-15 16:55:22,818 - mmaction - INFO - Epoch [51][1040/1743] lr: 1.000e-03, eta: 23:57:26, time: 0.794, data_time: 0.009, memory: 3025, loss_cls: 2.2246, loss: 2.2246, grad_norm: 3.3074 2020-10-15 16:55:38,807 - mmaction - INFO - Epoch [51][1060/1743] lr: 1.000e-03, eta: 23:57:02, time: 0.797, data_time: 0.008, memory: 3025, loss_cls: 2.2298, loss: 2.2298, grad_norm: 3.3135 2020-10-15 16:55:54,954 - mmaction - INFO - Epoch [51][1080/1743] lr: 1.000e-03, eta: 23:56:39, time: 0.812, data_time: 0.010, memory: 3025, loss_cls: 2.2412, loss: 2.2412, grad_norm: 3.3220 2020-10-15 16:56:10,493 - mmaction - INFO - Epoch [51][1100/1743] lr: 1.000e-03, eta: 23:56:14, time: 0.780, data_time: 0.007, memory: 3025, loss_cls: 2.1932, loss: 2.1932, grad_norm: 3.2877 2020-10-15 16:56:27,246 - mmaction - INFO - Epoch [51][1120/1743] lr: 1.000e-03, eta: 23:55:51, time: 0.836, data_time: 0.003, memory: 3025, loss_cls: 2.2054, loss: 2.2054, grad_norm: 3.2785 2020-10-15 16:56:43,791 - mmaction - INFO - Epoch [51][1140/1743] lr: 1.000e-03, eta: 23:55:28, time: 0.825, data_time: 0.004, memory: 3025, loss_cls: 2.2033, loss: 2.2033, grad_norm: 3.2541 2020-10-15 16:57:00,233 - mmaction - INFO - Epoch [51][1160/1743] lr: 1.000e-03, eta: 23:55:04, time: 0.826, data_time: 0.007, memory: 3025, loss_cls: 2.2141, loss: 2.2141, grad_norm: 3.2806 2020-10-15 16:57:15,121 - mmaction - INFO - Epoch [51][1180/1743] lr: 1.000e-03, eta: 23:54:39, time: 0.743, data_time: 0.010, memory: 3025, loss_cls: 2.2731, loss: 2.2731, grad_norm: 3.3243 2020-10-15 16:57:31,722 - mmaction - INFO - Epoch [51][1200/1743] lr: 1.000e-03, eta: 23:54:16, time: 0.832, data_time: 0.005, memory: 3025, loss_cls: 2.2458, loss: 2.2458, grad_norm: 3.3466 2020-10-15 16:57:48,073 - mmaction - INFO - Epoch [51][1220/1743] lr: 1.000e-03, eta: 23:53:52, time: 0.810, data_time: 0.004, memory: 3025, loss_cls: 2.2118, loss: 2.2118, grad_norm: 3.3192 2020-10-15 16:58:04,071 - mmaction - INFO - Epoch [51][1240/1743] lr: 1.000e-03, eta: 23:53:28, time: 0.803, data_time: 0.012, memory: 3025, loss_cls: 2.2112, loss: 2.2112, grad_norm: 3.3204 2020-10-15 16:58:19,748 - mmaction - INFO - Epoch [51][1260/1743] lr: 1.000e-03, eta: 23:53:04, time: 0.789, data_time: 0.008, memory: 3025, loss_cls: 2.2315, loss: 2.2315, grad_norm: 3.2947 2020-10-15 16:58:35,900 - mmaction - INFO - Epoch [51][1280/1743] lr: 1.000e-03, eta: 23:52:40, time: 0.807, data_time: 0.002, memory: 3025, loss_cls: 2.1959, loss: 2.1959, grad_norm: 3.2448 2020-10-15 16:58:51,943 - mmaction - INFO - Epoch [51][1300/1743] lr: 1.000e-03, eta: 23:52:16, time: 0.800, data_time: 0.005, memory: 3025, loss_cls: 2.2152, loss: 2.2152, grad_norm: 3.2748 2020-10-15 16:59:08,610 - mmaction - INFO - Epoch [51][1320/1743] lr: 1.000e-03, eta: 23:51:53, time: 0.830, data_time: 0.006, memory: 3025, loss_cls: 2.2211, loss: 2.2211, grad_norm: 3.3383 2020-10-15 16:59:23,730 - mmaction - INFO - Epoch [51][1340/1743] lr: 1.000e-03, eta: 23:51:28, time: 0.758, data_time: 0.006, memory: 3025, loss_cls: 2.2489, loss: 2.2489, grad_norm: 3.3161 2020-10-15 16:59:40,408 - mmaction - INFO - Epoch [51][1360/1743] lr: 1.000e-03, eta: 23:51:05, time: 0.831, data_time: 0.003, memory: 3025, loss_cls: 2.2202, loss: 2.2202, grad_norm: 3.3267 2020-10-15 16:59:56,430 - mmaction - INFO - Epoch [51][1380/1743] lr: 1.000e-03, eta: 23:50:41, time: 0.797, data_time: 0.010, memory: 3025, loss_cls: 2.2192, loss: 2.2192, grad_norm: 3.2803 2020-10-15 17:00:12,639 - mmaction - INFO - Epoch [51][1400/1743] lr: 1.000e-03, eta: 23:50:17, time: 0.818, data_time: 0.011, memory: 3025, loss_cls: 2.1963, loss: 2.1963, grad_norm: 3.2907 2020-10-15 17:00:28,386 - mmaction - INFO - Epoch [51][1420/1743] lr: 1.000e-03, eta: 23:49:53, time: 0.778, data_time: 0.002, memory: 3025, loss_cls: 2.2506, loss: 2.2506, grad_norm: 3.3202 2020-10-15 17:00:43,973 - mmaction - INFO - Epoch [51][1440/1743] lr: 1.000e-03, eta: 23:49:29, time: 0.785, data_time: 0.014, memory: 3025, loss_cls: 2.2360, loss: 2.2360, grad_norm: 3.2700 2020-10-15 17:01:00,501 - mmaction - INFO - Epoch [51][1460/1743] lr: 1.000e-03, eta: 23:49:06, time: 0.829, data_time: 0.004, memory: 3025, loss_cls: 2.2127, loss: 2.2127, grad_norm: 3.3184 2020-10-15 17:01:16,552 - mmaction - INFO - Epoch [51][1480/1743] lr: 1.000e-03, eta: 23:48:42, time: 0.799, data_time: 0.005, memory: 3025, loss_cls: 2.2448, loss: 2.2448, grad_norm: 3.2896 2020-10-15 17:01:32,413 - mmaction - INFO - Epoch [51][1500/1743] lr: 1.000e-03, eta: 23:48:18, time: 0.792, data_time: 0.008, memory: 3025, loss_cls: 2.2372, loss: 2.2372, grad_norm: 3.3339 2020-10-15 17:01:48,862 - mmaction - INFO - Epoch [51][1520/1743] lr: 1.000e-03, eta: 23:47:54, time: 0.825, data_time: 0.009, memory: 3025, loss_cls: 2.1947, loss: 2.1947, grad_norm: 3.3001 2020-10-15 17:02:04,635 - mmaction - INFO - Epoch [51][1540/1743] lr: 1.000e-03, eta: 23:47:30, time: 0.783, data_time: 0.005, memory: 3025, loss_cls: 2.2164, loss: 2.2164, grad_norm: 3.3006 2020-10-15 17:02:20,663 - mmaction - INFO - Epoch [51][1560/1743] lr: 1.000e-03, eta: 23:47:06, time: 0.800, data_time: 0.009, memory: 3025, loss_cls: 2.2417, loss: 2.2417, grad_norm: 3.2725 2020-10-15 17:02:36,476 - mmaction - INFO - Epoch [51][1580/1743] lr: 1.000e-03, eta: 23:46:42, time: 0.798, data_time: 0.011, memory: 3025, loss_cls: 2.2317, loss: 2.2317, grad_norm: 3.3017 2020-10-15 17:02:53,250 - mmaction - INFO - Epoch [51][1600/1743] lr: 1.000e-03, eta: 23:46:19, time: 0.841, data_time: 0.003, memory: 3025, loss_cls: 2.2281, loss: 2.2281, grad_norm: 3.2940 2020-10-15 17:03:08,281 - mmaction - INFO - Epoch [51][1620/1743] lr: 1.000e-03, eta: 23:45:54, time: 0.751, data_time: 0.002, memory: 3025, loss_cls: 2.2266, loss: 2.2266, grad_norm: 3.2679 2020-10-15 17:03:24,633 - mmaction - INFO - Epoch [51][1640/1743] lr: 1.000e-03, eta: 23:45:31, time: 0.816, data_time: 0.002, memory: 3025, loss_cls: 2.2805, loss: 2.2805, grad_norm: 3.3078 2020-10-15 17:03:40,786 - mmaction - INFO - Epoch [51][1660/1743] lr: 1.000e-03, eta: 23:45:07, time: 0.806, data_time: 0.004, memory: 3025, loss_cls: 2.2273, loss: 2.2273, grad_norm: 3.2739 2020-10-15 17:03:56,253 - mmaction - INFO - Epoch [51][1680/1743] lr: 1.000e-03, eta: 23:44:43, time: 0.778, data_time: 0.008, memory: 3025, loss_cls: 2.2276, loss: 2.2276, grad_norm: 3.2615 2020-10-15 17:04:13,038 - mmaction - INFO - Epoch [51][1700/1743] lr: 1.000e-03, eta: 23:44:20, time: 0.836, data_time: 0.002, memory: 3025, loss_cls: 2.2281, loss: 2.2281, grad_norm: 3.2817 2020-10-15 17:04:28,602 - mmaction - INFO - Epoch [51][1720/1743] lr: 1.000e-03, eta: 23:43:55, time: 0.778, data_time: 0.004, memory: 3025, loss_cls: 2.2212, loss: 2.2212, grad_norm: 3.2496 2020-10-15 17:04:44,504 - mmaction - INFO - Epoch [51][1740/1743] lr: 1.000e-03, eta: 23:43:31, time: 0.798, data_time: 0.005, memory: 3025, loss_cls: 2.2542, loss: 2.2542, grad_norm: 3.3052 2020-10-15 17:05:25,331 - mmaction - INFO - Epoch [52][20/1743] lr: 1.000e-03, eta: 23:43:22, time: 1.835, data_time: 1.218, memory: 3025, loss_cls: 2.2103, loss: 2.2103, grad_norm: 3.2779 2020-10-15 17:05:42,099 - mmaction - INFO - Epoch [52][40/1743] lr: 1.000e-03, eta: 23:42:58, time: 0.837, data_time: 0.376, memory: 3025, loss_cls: 2.2384, loss: 2.2384, grad_norm: 3.2585 2020-10-15 17:05:58,952 - mmaction - INFO - Epoch [52][60/1743] lr: 1.000e-03, eta: 23:42:35, time: 0.836, data_time: 0.384, memory: 3025, loss_cls: 2.2326, loss: 2.2326, grad_norm: 3.2439 2020-10-15 17:06:14,840 - mmaction - INFO - Epoch [52][80/1743] lr: 1.000e-03, eta: 23:42:11, time: 0.802, data_time: 0.347, memory: 3025, loss_cls: 2.1873, loss: 2.1873, grad_norm: 3.2237 2020-10-15 17:06:30,741 - mmaction - INFO - Epoch [52][100/1743] lr: 1.000e-03, eta: 23:41:47, time: 0.791, data_time: 0.315, memory: 3025, loss_cls: 2.2106, loss: 2.2106, grad_norm: 3.2895 2020-10-15 17:06:46,894 - mmaction - INFO - Epoch [52][120/1743] lr: 1.000e-03, eta: 23:41:24, time: 0.806, data_time: 0.342, memory: 3025, loss_cls: 2.2311, loss: 2.2311, grad_norm: 3.2952 2020-10-15 17:07:02,961 - mmaction - INFO - Epoch [52][140/1743] lr: 1.000e-03, eta: 23:41:00, time: 0.802, data_time: 0.329, memory: 3025, loss_cls: 2.2222, loss: 2.2222, grad_norm: 3.3290 2020-10-15 17:07:19,183 - mmaction - INFO - Epoch [52][160/1743] lr: 1.000e-03, eta: 23:40:36, time: 0.816, data_time: 0.361, memory: 3025, loss_cls: 2.2112, loss: 2.2112, grad_norm: 3.2957 2020-10-15 17:07:35,688 - mmaction - INFO - Epoch [52][180/1743] lr: 1.000e-03, eta: 23:40:13, time: 0.824, data_time: 0.343, memory: 3025, loss_cls: 2.2148, loss: 2.2148, grad_norm: 3.2865 2020-10-15 17:07:52,450 - mmaction - INFO - Epoch [52][200/1743] lr: 1.000e-03, eta: 23:39:50, time: 0.842, data_time: 0.332, memory: 3025, loss_cls: 2.1948, loss: 2.1948, grad_norm: 3.2737 2020-10-15 17:08:08,953 - mmaction - INFO - Epoch [52][220/1743] lr: 1.000e-03, eta: 23:39:27, time: 0.823, data_time: 0.354, memory: 3025, loss_cls: 2.1678, loss: 2.1678, grad_norm: 3.1980 2020-10-15 17:08:25,101 - mmaction - INFO - Epoch [52][240/1743] lr: 1.000e-03, eta: 23:39:03, time: 0.803, data_time: 0.338, memory: 3025, loss_cls: 2.2396, loss: 2.2396, grad_norm: 3.3178 2020-10-15 17:08:41,782 - mmaction - INFO - Epoch [52][260/1743] lr: 1.000e-03, eta: 23:38:40, time: 0.839, data_time: 0.254, memory: 3025, loss_cls: 2.2196, loss: 2.2196, grad_norm: 3.3010 2020-10-15 17:08:58,212 - mmaction - INFO - Epoch [52][280/1743] lr: 1.000e-03, eta: 23:38:16, time: 0.821, data_time: 0.183, memory: 3025, loss_cls: 2.2440, loss: 2.2440, grad_norm: 3.3394 2020-10-15 17:09:14,421 - mmaction - INFO - Epoch [52][300/1743] lr: 1.000e-03, eta: 23:37:53, time: 0.813, data_time: 0.047, memory: 3025, loss_cls: 2.2283, loss: 2.2283, grad_norm: 3.3045 2020-10-15 17:09:30,837 - mmaction - INFO - Epoch [52][320/1743] lr: 1.000e-03, eta: 23:37:29, time: 0.812, data_time: 0.260, memory: 3025, loss_cls: 2.1993, loss: 2.1993, grad_norm: 3.2774 2020-10-15 17:09:47,470 - mmaction - INFO - Epoch [52][340/1743] lr: 1.000e-03, eta: 23:37:06, time: 0.838, data_time: 0.326, memory: 3025, loss_cls: 2.2141, loss: 2.2141, grad_norm: 3.2916 2020-10-15 17:10:03,507 - mmaction - INFO - Epoch [52][360/1743] lr: 1.000e-03, eta: 23:36:43, time: 0.804, data_time: 0.328, memory: 3025, loss_cls: 2.1717, loss: 2.1717, grad_norm: 3.2548 2020-10-15 17:10:19,451 - mmaction - INFO - Epoch [52][380/1743] lr: 1.000e-03, eta: 23:36:19, time: 0.797, data_time: 0.317, memory: 3025, loss_cls: 2.1904, loss: 2.1904, grad_norm: 3.2180 2020-10-15 17:10:36,420 - mmaction - INFO - Epoch [52][400/1743] lr: 1.000e-03, eta: 23:35:56, time: 0.845, data_time: 0.307, memory: 3025, loss_cls: 2.2040, loss: 2.2040, grad_norm: 3.4310 2020-10-15 17:10:52,266 - mmaction - INFO - Epoch [52][420/1743] lr: 1.000e-03, eta: 23:35:32, time: 0.791, data_time: 0.266, memory: 3025, loss_cls: 2.2031, loss: 2.2031, grad_norm: 3.2722 2020-10-15 17:11:09,468 - mmaction - INFO - Epoch [52][440/1743] lr: 1.000e-03, eta: 23:35:09, time: 0.863, data_time: 0.238, memory: 3025, loss_cls: 2.2723, loss: 2.2723, grad_norm: 3.3768 2020-10-15 17:11:25,690 - mmaction - INFO - Epoch [52][460/1743] lr: 1.000e-03, eta: 23:34:46, time: 0.811, data_time: 0.265, memory: 3025, loss_cls: 2.2031, loss: 2.2031, grad_norm: 3.3717 2020-10-15 17:11:41,593 - mmaction - INFO - Epoch [52][480/1743] lr: 1.000e-03, eta: 23:34:22, time: 0.794, data_time: 0.231, memory: 3025, loss_cls: 2.2292, loss: 2.2292, grad_norm: 3.2777 2020-10-15 17:11:57,642 - mmaction - INFO - Epoch [52][500/1743] lr: 1.000e-03, eta: 23:33:58, time: 0.803, data_time: 0.222, memory: 3025, loss_cls: 2.2421, loss: 2.2421, grad_norm: 3.2772 2020-10-15 17:12:13,963 - mmaction - INFO - Epoch [52][520/1743] lr: 1.000e-03, eta: 23:33:35, time: 0.817, data_time: 0.266, memory: 3025, loss_cls: 2.2274, loss: 2.2274, grad_norm: 3.3889 2020-10-15 17:12:30,024 - mmaction - INFO - Epoch [52][540/1743] lr: 1.000e-03, eta: 23:33:11, time: 0.804, data_time: 0.325, memory: 3025, loss_cls: 2.2086, loss: 2.2086, grad_norm: 3.2606 2020-10-15 17:12:46,946 - mmaction - INFO - Epoch [52][560/1743] lr: 1.000e-03, eta: 23:32:48, time: 0.844, data_time: 0.327, memory: 3025, loss_cls: 2.2557, loss: 2.2557, grad_norm: 3.3233 2020-10-15 17:13:02,906 - mmaction - INFO - Epoch [52][580/1743] lr: 1.000e-03, eta: 23:32:24, time: 0.798, data_time: 0.314, memory: 3025, loss_cls: 2.1981, loss: 2.1981, grad_norm: 3.2718 2020-10-15 17:13:19,069 - mmaction - INFO - Epoch [52][600/1743] lr: 1.000e-03, eta: 23:32:01, time: 0.809, data_time: 0.330, memory: 3025, loss_cls: 2.2164, loss: 2.2164, grad_norm: 3.2828 2020-10-15 17:13:35,632 - mmaction - INFO - Epoch [52][620/1743] lr: 1.000e-03, eta: 23:31:37, time: 0.822, data_time: 0.255, memory: 3025, loss_cls: 2.2375, loss: 2.2375, grad_norm: 3.2992 2020-10-15 17:13:51,787 - mmaction - INFO - Epoch [52][640/1743] lr: 1.000e-03, eta: 23:31:14, time: 0.815, data_time: 0.237, memory: 3025, loss_cls: 2.2912, loss: 2.2912, grad_norm: 3.3978 2020-10-15 17:14:08,854 - mmaction - INFO - Epoch [52][660/1743] lr: 1.000e-03, eta: 23:30:51, time: 0.849, data_time: 0.277, memory: 3025, loss_cls: 2.2246, loss: 2.2246, grad_norm: 3.2766 2020-10-15 17:14:25,670 - mmaction - INFO - Epoch [52][680/1743] lr: 1.000e-03, eta: 23:30:28, time: 0.839, data_time: 0.198, memory: 3025, loss_cls: 2.2030, loss: 2.2030, grad_norm: 3.2989 2020-10-15 17:14:42,035 - mmaction - INFO - Epoch [52][700/1743] lr: 1.000e-03, eta: 23:30:05, time: 0.823, data_time: 0.079, memory: 3025, loss_cls: 2.2166, loss: 2.2166, grad_norm: 3.3203 2020-10-15 17:14:58,271 - mmaction - INFO - Epoch [52][720/1743] lr: 1.000e-03, eta: 23:29:41, time: 0.809, data_time: 0.021, memory: 3025, loss_cls: 2.2346, loss: 2.2346, grad_norm: 3.3745 2020-10-15 17:15:13,854 - mmaction - INFO - Epoch [52][740/1743] lr: 1.000e-03, eta: 23:29:17, time: 0.782, data_time: 0.010, memory: 3025, loss_cls: 2.2168, loss: 2.2168, grad_norm: 3.2558 2020-10-15 17:15:29,997 - mmaction - INFO - Epoch [52][760/1743] lr: 1.000e-03, eta: 23:28:54, time: 0.809, data_time: 0.033, memory: 3025, loss_cls: 2.2064, loss: 2.2064, grad_norm: 3.3090 2020-10-15 17:15:46,342 - mmaction - INFO - Epoch [52][780/1743] lr: 1.000e-03, eta: 23:28:30, time: 0.810, data_time: 0.080, memory: 3025, loss_cls: 2.2576, loss: 2.2576, grad_norm: 3.3621 2020-10-15 17:16:02,305 - mmaction - INFO - Epoch [52][800/1743] lr: 1.000e-03, eta: 23:28:06, time: 0.803, data_time: 0.119, memory: 3025, loss_cls: 2.2223, loss: 2.2223, grad_norm: 3.2777 2020-10-15 17:16:18,398 - mmaction - INFO - Epoch [52][820/1743] lr: 1.000e-03, eta: 23:27:43, time: 0.803, data_time: 0.113, memory: 3025, loss_cls: 2.2018, loss: 2.2018, grad_norm: 3.2820 2020-10-15 17:16:34,897 - mmaction - INFO - Epoch [52][840/1743] lr: 1.000e-03, eta: 23:27:19, time: 0.824, data_time: 0.020, memory: 3025, loss_cls: 2.2099, loss: 2.2099, grad_norm: 3.3348 2020-10-15 17:16:50,749 - mmaction - INFO - Epoch [52][860/1743] lr: 1.000e-03, eta: 23:26:56, time: 0.794, data_time: 0.011, memory: 3025, loss_cls: 2.2431, loss: 2.2431, grad_norm: 3.3159 2020-10-15 17:17:07,244 - mmaction - INFO - Epoch [52][880/1743] lr: 1.000e-03, eta: 23:26:32, time: 0.828, data_time: 0.013, memory: 3025, loss_cls: 2.2391, loss: 2.2391, grad_norm: 3.3327 2020-10-15 17:17:23,708 - mmaction - INFO - Epoch [52][900/1743] lr: 1.000e-03, eta: 23:26:09, time: 0.821, data_time: 0.007, memory: 3025, loss_cls: 2.2386, loss: 2.2386, grad_norm: 3.3660 2020-10-15 17:17:40,192 - mmaction - INFO - Epoch [52][920/1743] lr: 1.000e-03, eta: 23:25:46, time: 0.828, data_time: 0.008, memory: 3025, loss_cls: 2.2126, loss: 2.2126, grad_norm: 3.3290 2020-10-15 17:17:56,710 - mmaction - INFO - Epoch [52][940/1743] lr: 1.000e-03, eta: 23:25:23, time: 0.817, data_time: 0.004, memory: 3025, loss_cls: 2.2051, loss: 2.2051, grad_norm: 3.2564 2020-10-15 17:18:12,791 - mmaction - INFO - Epoch [52][960/1743] lr: 1.000e-03, eta: 23:24:59, time: 0.811, data_time: 0.011, memory: 3025, loss_cls: 2.1969, loss: 2.1969, grad_norm: 3.2242 2020-10-15 17:18:29,347 - mmaction - INFO - Epoch [52][980/1743] lr: 1.000e-03, eta: 23:24:36, time: 0.822, data_time: 0.004, memory: 3025, loss_cls: 2.2072, loss: 2.2072, grad_norm: 3.3134 2020-10-15 17:18:46,154 - mmaction - INFO - Epoch [52][1000/1743] lr: 1.000e-03, eta: 23:24:13, time: 0.845, data_time: 0.010, memory: 3025, loss_cls: 2.2130, loss: 2.2130, grad_norm: 3.2527 2020-10-15 17:19:01,798 - mmaction - INFO - Epoch [52][1020/1743] lr: 1.000e-03, eta: 23:23:49, time: 0.783, data_time: 0.004, memory: 3025, loss_cls: 2.2119, loss: 2.2119, grad_norm: 3.3535 2020-10-15 17:19:17,810 - mmaction - INFO - Epoch [52][1040/1743] lr: 1.000e-03, eta: 23:23:25, time: 0.797, data_time: 0.004, memory: 3025, loss_cls: 2.2581, loss: 2.2581, grad_norm: 3.4033 2020-10-15 17:19:33,877 - mmaction - INFO - Epoch [52][1060/1743] lr: 1.000e-03, eta: 23:23:02, time: 0.805, data_time: 0.009, memory: 3025, loss_cls: 2.2487, loss: 2.2487, grad_norm: 3.2996 2020-10-15 17:19:49,563 - mmaction - INFO - Epoch [52][1080/1743] lr: 1.000e-03, eta: 23:22:38, time: 0.786, data_time: 0.009, memory: 3025, loss_cls: 2.2412, loss: 2.2412, grad_norm: 3.3392 2020-10-15 17:20:05,822 - mmaction - INFO - Epoch [52][1100/1743] lr: 1.000e-03, eta: 23:22:14, time: 0.809, data_time: 0.003, memory: 3025, loss_cls: 2.2199, loss: 2.2199, grad_norm: 3.2959 2020-10-15 17:20:21,687 - mmaction - INFO - Epoch [52][1120/1743] lr: 1.000e-03, eta: 23:21:50, time: 0.793, data_time: 0.007, memory: 3025, loss_cls: 2.2386, loss: 2.2386, grad_norm: 3.3007 2020-10-15 17:20:38,181 - mmaction - INFO - Epoch [52][1140/1743] lr: 1.000e-03, eta: 23:21:27, time: 0.819, data_time: 0.010, memory: 3025, loss_cls: 2.2266, loss: 2.2266, grad_norm: 3.3580 2020-10-15 17:20:54,139 - mmaction - INFO - Epoch [52][1160/1743] lr: 1.000e-03, eta: 23:21:04, time: 0.805, data_time: 0.014, memory: 3025, loss_cls: 2.2300, loss: 2.2300, grad_norm: 3.3297 2020-10-15 17:21:10,675 - mmaction - INFO - Epoch [52][1180/1743] lr: 1.000e-03, eta: 23:20:40, time: 0.827, data_time: 0.007, memory: 3025, loss_cls: 2.2026, loss: 2.2026, grad_norm: 3.2693 2020-10-15 17:21:26,026 - mmaction - INFO - Epoch [52][1200/1743] lr: 1.000e-03, eta: 23:20:16, time: 0.769, data_time: 0.004, memory: 3025, loss_cls: 2.1935, loss: 2.1935, grad_norm: 3.3108 2020-10-15 17:21:42,563 - mmaction - INFO - Epoch [52][1220/1743] lr: 1.000e-03, eta: 23:19:53, time: 0.824, data_time: 0.004, memory: 3025, loss_cls: 2.1742, loss: 2.1742, grad_norm: 3.2915 2020-10-15 17:21:58,567 - mmaction - INFO - Epoch [52][1240/1743] lr: 1.000e-03, eta: 23:19:29, time: 0.803, data_time: 0.015, memory: 3025, loss_cls: 2.1871, loss: 2.1871, grad_norm: 3.2659 2020-10-15 17:22:15,028 - mmaction - INFO - Epoch [52][1260/1743] lr: 1.000e-03, eta: 23:19:06, time: 0.817, data_time: 0.111, memory: 3025, loss_cls: 2.2251, loss: 2.2251, grad_norm: 3.2845 2020-10-15 17:22:31,328 - mmaction - INFO - Epoch [52][1280/1743] lr: 1.000e-03, eta: 23:18:43, time: 0.819, data_time: 0.163, memory: 3025, loss_cls: 2.2360, loss: 2.2360, grad_norm: 3.3416 2020-10-15 17:22:48,222 - mmaction - INFO - Epoch [52][1300/1743] lr: 1.000e-03, eta: 23:18:20, time: 0.845, data_time: 0.344, memory: 3025, loss_cls: 2.2050, loss: 2.2050, grad_norm: 3.2675 2020-10-15 17:23:05,196 - mmaction - INFO - Epoch [52][1320/1743] lr: 1.000e-03, eta: 23:17:57, time: 0.850, data_time: 0.205, memory: 3025, loss_cls: 2.2328, loss: 2.2328, grad_norm: 3.3362 2020-10-15 17:23:20,811 - mmaction - INFO - Epoch [52][1340/1743] lr: 1.000e-03, eta: 23:17:33, time: 0.782, data_time: 0.028, memory: 3025, loss_cls: 2.1918, loss: 2.1918, grad_norm: 3.3450 2020-10-15 17:23:37,153 - mmaction - INFO - Epoch [52][1360/1743] lr: 1.000e-03, eta: 23:17:10, time: 0.817, data_time: 0.075, memory: 3025, loss_cls: 2.2733, loss: 2.2733, grad_norm: 3.2963 2020-10-15 17:23:53,409 - mmaction - INFO - Epoch [52][1380/1743] lr: 1.000e-03, eta: 23:16:47, time: 0.813, data_time: 0.154, memory: 3025, loss_cls: 2.2059, loss: 2.2059, grad_norm: 3.2288 2020-10-15 17:24:10,004 - mmaction - INFO - Epoch [52][1400/1743] lr: 1.000e-03, eta: 23:16:24, time: 0.829, data_time: 0.262, memory: 3025, loss_cls: 2.2099, loss: 2.2099, grad_norm: 3.3464 2020-10-15 17:24:26,652 - mmaction - INFO - Epoch [52][1420/1743] lr: 1.000e-03, eta: 23:16:00, time: 0.831, data_time: 0.263, memory: 3025, loss_cls: 2.2488, loss: 2.2488, grad_norm: 3.3271 2020-10-15 17:24:43,874 - mmaction - INFO - Epoch [52][1440/1743] lr: 1.000e-03, eta: 23:15:38, time: 0.862, data_time: 0.350, memory: 3025, loss_cls: 2.2007, loss: 2.2007, grad_norm: 3.2963 2020-10-15 17:24:59,519 - mmaction - INFO - Epoch [52][1460/1743] lr: 1.000e-03, eta: 23:15:14, time: 0.779, data_time: 0.268, memory: 3025, loss_cls: 2.2171, loss: 2.2171, grad_norm: 3.2700 2020-10-15 17:25:15,911 - mmaction - INFO - Epoch [52][1480/1743] lr: 1.000e-03, eta: 23:14:51, time: 0.815, data_time: 0.210, memory: 3025, loss_cls: 2.2423, loss: 2.2423, grad_norm: 3.3858 2020-10-15 17:25:32,853 - mmaction - INFO - Epoch [52][1500/1743] lr: 1.000e-03, eta: 23:14:28, time: 0.852, data_time: 0.206, memory: 3025, loss_cls: 2.2137, loss: 2.2137, grad_norm: 3.2506 2020-10-15 17:25:49,294 - mmaction - INFO - Epoch [52][1520/1743] lr: 1.000e-03, eta: 23:14:05, time: 0.825, data_time: 0.296, memory: 3025, loss_cls: 2.2177, loss: 2.2177, grad_norm: 3.3354 2020-10-15 17:26:05,534 - mmaction - INFO - Epoch [52][1540/1743] lr: 1.000e-03, eta: 23:13:41, time: 0.810, data_time: 0.317, memory: 3025, loss_cls: 2.2365, loss: 2.2365, grad_norm: 3.3643 2020-10-15 17:26:21,913 - mmaction - INFO - Epoch [52][1560/1743] lr: 1.000e-03, eta: 23:13:18, time: 0.814, data_time: 0.103, memory: 3025, loss_cls: 2.2038, loss: 2.2038, grad_norm: 3.3163 2020-10-15 17:26:38,475 - mmaction - INFO - Epoch [52][1580/1743] lr: 1.000e-03, eta: 23:12:55, time: 0.836, data_time: 0.282, memory: 3025, loss_cls: 2.2637, loss: 2.2637, grad_norm: 3.2921 2020-10-15 17:26:55,652 - mmaction - INFO - Epoch [52][1600/1743] lr: 1.000e-03, eta: 23:12:33, time: 0.857, data_time: 0.339, memory: 3025, loss_cls: 2.2067, loss: 2.2067, grad_norm: 3.2756 2020-10-15 17:27:11,435 - mmaction - INFO - Epoch [52][1620/1743] lr: 1.000e-03, eta: 23:12:09, time: 0.792, data_time: 0.315, memory: 3025, loss_cls: 2.1954, loss: 2.1954, grad_norm: 3.2321 2020-10-15 17:27:28,475 - mmaction - INFO - Epoch [52][1640/1743] lr: 1.000e-03, eta: 23:11:46, time: 0.851, data_time: 0.211, memory: 3025, loss_cls: 2.1825, loss: 2.1825, grad_norm: 3.2826 2020-10-15 17:27:44,402 - mmaction - INFO - Epoch [52][1660/1743] lr: 1.000e-03, eta: 23:11:23, time: 0.794, data_time: 0.140, memory: 3025, loss_cls: 2.2446, loss: 2.2446, grad_norm: 3.3244 2020-10-15 17:28:00,783 - mmaction - INFO - Epoch [52][1680/1743] lr: 1.000e-03, eta: 23:10:59, time: 0.817, data_time: 0.072, memory: 3025, loss_cls: 2.2168, loss: 2.2168, grad_norm: 3.3296 2020-10-15 17:28:16,808 - mmaction - INFO - Epoch [52][1700/1743] lr: 1.000e-03, eta: 23:10:36, time: 0.799, data_time: 0.062, memory: 3025, loss_cls: 2.2182, loss: 2.2182, grad_norm: 3.2795 2020-10-15 17:28:32,962 - mmaction - INFO - Epoch [52][1720/1743] lr: 1.000e-03, eta: 23:10:12, time: 0.814, data_time: 0.082, memory: 3025, loss_cls: 2.2343, loss: 2.2343, grad_norm: 3.3284 2020-10-15 17:28:49,483 - mmaction - INFO - Epoch [52][1740/1743] lr: 1.000e-03, eta: 23:09:49, time: 0.825, data_time: 0.005, memory: 3025, loss_cls: 2.2041, loss: 2.2041, grad_norm: 3.2865 2020-10-15 17:29:31,024 - mmaction - INFO - Epoch [53][20/1743] lr: 1.000e-03, eta: 23:09:39, time: 1.834, data_time: 1.312, memory: 3025, loss_cls: 2.1751, loss: 2.1751, grad_norm: 3.3336 2020-10-15 17:29:48,371 - mmaction - INFO - Epoch [53][40/1743] lr: 1.000e-03, eta: 23:09:17, time: 0.869, data_time: 0.319, memory: 3025, loss_cls: 2.2276, loss: 2.2276, grad_norm: 3.3044 2020-10-15 17:30:04,913 - mmaction - INFO - Epoch [53][60/1743] lr: 1.000e-03, eta: 23:08:54, time: 0.830, data_time: 0.193, memory: 3025, loss_cls: 2.2136, loss: 2.2136, grad_norm: 3.3307 2020-10-15 17:30:21,310 - mmaction - INFO - Epoch [53][80/1743] lr: 1.000e-03, eta: 23:08:31, time: 0.819, data_time: 0.319, memory: 3025, loss_cls: 2.2389, loss: 2.2389, grad_norm: 3.3198 2020-10-15 17:30:37,858 - mmaction - INFO - Epoch [53][100/1743] lr: 1.000e-03, eta: 23:08:07, time: 0.826, data_time: 0.181, memory: 3025, loss_cls: 2.1983, loss: 2.1983, grad_norm: 3.2907 2020-10-15 17:30:53,700 - mmaction - INFO - Epoch [53][120/1743] lr: 1.000e-03, eta: 23:07:44, time: 0.791, data_time: 0.111, memory: 3025, loss_cls: 2.1879, loss: 2.1879, grad_norm: 3.2430 2020-10-15 17:31:09,666 - mmaction - INFO - Epoch [53][140/1743] lr: 1.000e-03, eta: 23:07:20, time: 0.801, data_time: 0.099, memory: 3025, loss_cls: 2.1923, loss: 2.1923, grad_norm: 3.2949 2020-10-15 17:31:26,040 - mmaction - INFO - Epoch [53][160/1743] lr: 1.000e-03, eta: 23:06:57, time: 0.818, data_time: 0.058, memory: 3025, loss_cls: 2.2024, loss: 2.2024, grad_norm: 3.3036 2020-10-15 17:31:41,933 - mmaction - INFO - Epoch [53][180/1743] lr: 1.000e-03, eta: 23:06:33, time: 0.791, data_time: 0.075, memory: 3025, loss_cls: 2.1862, loss: 2.1862, grad_norm: 3.2980 2020-10-15 17:31:57,698 - mmaction - INFO - Epoch [53][200/1743] lr: 1.000e-03, eta: 23:06:10, time: 0.795, data_time: 0.010, memory: 3025, loss_cls: 2.2684, loss: 2.2684, grad_norm: 3.3954 2020-10-15 17:32:13,910 - mmaction - INFO - Epoch [53][220/1743] lr: 1.000e-03, eta: 23:05:46, time: 0.810, data_time: 0.004, memory: 3025, loss_cls: 2.2185, loss: 2.2185, grad_norm: 3.3216 2020-10-15 17:32:29,350 - mmaction - INFO - Epoch [53][240/1743] lr: 1.000e-03, eta: 23:05:22, time: 0.770, data_time: 0.002, memory: 3025, loss_cls: 2.1922, loss: 2.1922, grad_norm: 3.2494 2020-10-15 17:32:46,145 - mmaction - INFO - Epoch [53][260/1743] lr: 1.000e-03, eta: 23:04:59, time: 0.841, data_time: 0.004, memory: 3025, loss_cls: 2.2223, loss: 2.2223, grad_norm: 3.3262 2020-10-15 17:33:02,924 - mmaction - INFO - Epoch [53][280/1743] lr: 1.000e-03, eta: 23:04:37, time: 0.838, data_time: 0.005, memory: 3025, loss_cls: 2.2275, loss: 2.2275, grad_norm: 3.3444 2020-10-15 17:33:19,507 - mmaction - INFO - Epoch [53][300/1743] lr: 1.000e-03, eta: 23:04:14, time: 0.830, data_time: 0.030, memory: 3025, loss_cls: 2.2374, loss: 2.2374, grad_norm: 3.3856 2020-10-15 17:33:35,669 - mmaction - INFO - Epoch [53][320/1743] lr: 1.000e-03, eta: 23:03:50, time: 0.805, data_time: 0.043, memory: 3025, loss_cls: 2.2054, loss: 2.2054, grad_norm: 3.2954 2020-10-15 17:33:52,185 - mmaction - INFO - Epoch [53][340/1743] lr: 1.000e-03, eta: 23:03:27, time: 0.828, data_time: 0.007, memory: 3025, loss_cls: 2.2360, loss: 2.2360, grad_norm: 3.3584 2020-10-15 17:34:08,886 - mmaction - INFO - Epoch [53][360/1743] lr: 1.000e-03, eta: 23:03:04, time: 0.836, data_time: 0.004, memory: 3025, loss_cls: 2.2174, loss: 2.2174, grad_norm: 3.3008 2020-10-15 17:34:25,531 - mmaction - INFO - Epoch [53][380/1743] lr: 1.000e-03, eta: 23:02:41, time: 0.832, data_time: 0.005, memory: 3025, loss_cls: 2.2109, loss: 2.2109, grad_norm: 3.3118 2020-10-15 17:34:41,927 - mmaction - INFO - Epoch [53][400/1743] lr: 1.000e-03, eta: 23:02:18, time: 0.816, data_time: 0.058, memory: 3025, loss_cls: 2.2173, loss: 2.2173, grad_norm: 3.3110 2020-10-15 17:34:58,446 - mmaction - INFO - Epoch [53][420/1743] lr: 1.000e-03, eta: 23:01:55, time: 0.831, data_time: 0.076, memory: 3025, loss_cls: 2.2054, loss: 2.2054, grad_norm: 3.3067 2020-10-15 17:35:14,049 - mmaction - INFO - Epoch [53][440/1743] lr: 1.000e-03, eta: 23:01:31, time: 0.781, data_time: 0.013, memory: 3025, loss_cls: 2.1865, loss: 2.1865, grad_norm: 3.3152 2020-10-15 17:35:29,301 - mmaction - INFO - Epoch [53][460/1743] lr: 1.000e-03, eta: 23:01:07, time: 0.763, data_time: 0.002, memory: 3025, loss_cls: 2.1937, loss: 2.1937, grad_norm: 3.3433 2020-10-15 17:35:44,851 - mmaction - INFO - Epoch [53][480/1743] lr: 1.000e-03, eta: 23:00:43, time: 0.772, data_time: 0.002, memory: 3025, loss_cls: 2.2228, loss: 2.2228, grad_norm: 3.3504 2020-10-15 17:36:01,298 - mmaction - INFO - Epoch [53][500/1743] lr: 1.000e-03, eta: 23:00:20, time: 0.827, data_time: 0.024, memory: 3025, loss_cls: 2.2558, loss: 2.2558, grad_norm: 3.3357 2020-10-15 17:36:16,997 - mmaction - INFO - Epoch [53][520/1743] lr: 1.000e-03, eta: 22:59:56, time: 0.780, data_time: 0.059, memory: 3025, loss_cls: 2.1900, loss: 2.1900, grad_norm: 3.3172 2020-10-15 17:36:33,681 - mmaction - INFO - Epoch [53][540/1743] lr: 1.000e-03, eta: 22:59:34, time: 0.838, data_time: 0.190, memory: 3025, loss_cls: 2.2164, loss: 2.2164, grad_norm: 3.3113 2020-10-15 17:36:49,775 - mmaction - INFO - Epoch [53][560/1743] lr: 1.000e-03, eta: 22:59:10, time: 0.807, data_time: 0.048, memory: 3025, loss_cls: 2.2072, loss: 2.2072, grad_norm: 3.3119 2020-10-15 17:37:05,809 - mmaction - INFO - Epoch [53][580/1743] lr: 1.000e-03, eta: 22:58:47, time: 0.794, data_time: 0.116, memory: 3025, loss_cls: 2.2093, loss: 2.2093, grad_norm: 3.3293 2020-10-15 17:37:22,199 - mmaction - INFO - Epoch [53][600/1743] lr: 1.000e-03, eta: 22:58:23, time: 0.819, data_time: 0.088, memory: 3025, loss_cls: 2.1625, loss: 2.1625, grad_norm: 3.2523 2020-10-15 17:37:38,544 - mmaction - INFO - Epoch [53][620/1743] lr: 1.000e-03, eta: 22:58:00, time: 0.823, data_time: 0.258, memory: 3025, loss_cls: 2.1919, loss: 2.1919, grad_norm: 3.3130 2020-10-15 17:37:54,982 - mmaction - INFO - Epoch [53][640/1743] lr: 1.000e-03, eta: 22:57:37, time: 0.823, data_time: 0.286, memory: 3025, loss_cls: 2.2123, loss: 2.2123, grad_norm: 3.3325 2020-10-15 17:38:11,538 - mmaction - INFO - Epoch [53][660/1743] lr: 1.000e-03, eta: 22:57:14, time: 0.824, data_time: 0.344, memory: 3025, loss_cls: 2.2556, loss: 2.2556, grad_norm: 3.3342 2020-10-15 17:38:27,610 - mmaction - INFO - Epoch [53][680/1743] lr: 1.000e-03, eta: 22:56:51, time: 0.808, data_time: 0.356, memory: 3025, loss_cls: 2.1999, loss: 2.1999, grad_norm: 3.3198 2020-10-15 17:38:43,861 - mmaction - INFO - Epoch [53][700/1743] lr: 1.000e-03, eta: 22:56:28, time: 0.804, data_time: 0.341, memory: 3025, loss_cls: 2.2222, loss: 2.2222, grad_norm: 3.3483 2020-10-15 17:38:59,817 - mmaction - INFO - Epoch [53][720/1743] lr: 1.000e-03, eta: 22:56:04, time: 0.807, data_time: 0.298, memory: 3025, loss_cls: 2.2253, loss: 2.2253, grad_norm: 3.3851 2020-10-15 17:39:16,310 - mmaction - INFO - Epoch [53][740/1743] lr: 1.000e-03, eta: 22:55:41, time: 0.822, data_time: 0.318, memory: 3025, loss_cls: 2.2093, loss: 2.2093, grad_norm: 3.3491 2020-10-15 17:39:32,615 - mmaction - INFO - Epoch [53][760/1743] lr: 1.000e-03, eta: 22:55:18, time: 0.810, data_time: 0.255, memory: 3025, loss_cls: 2.2195, loss: 2.2195, grad_norm: 3.3092 2020-10-15 17:39:49,013 - mmaction - INFO - Epoch [53][780/1743] lr: 1.000e-03, eta: 22:54:55, time: 0.825, data_time: 0.213, memory: 3025, loss_cls: 2.1769, loss: 2.1769, grad_norm: 3.2848 2020-10-15 17:40:05,549 - mmaction - INFO - Epoch [53][800/1743] lr: 1.000e-03, eta: 22:54:32, time: 0.826, data_time: 0.103, memory: 3025, loss_cls: 2.2522, loss: 2.2522, grad_norm: 3.3358 2020-10-15 17:40:22,310 - mmaction - INFO - Epoch [53][820/1743] lr: 1.000e-03, eta: 22:54:09, time: 0.830, data_time: 0.049, memory: 3025, loss_cls: 2.2356, loss: 2.2356, grad_norm: 3.4005 2020-10-15 17:40:38,109 - mmaction - INFO - Epoch [53][840/1743] lr: 1.000e-03, eta: 22:53:46, time: 0.802, data_time: 0.014, memory: 3025, loss_cls: 2.2213, loss: 2.2213, grad_norm: 3.3785 2020-10-15 17:40:54,587 - mmaction - INFO - Epoch [53][860/1743] lr: 1.000e-03, eta: 22:53:23, time: 0.822, data_time: 0.003, memory: 3025, loss_cls: 2.2212, loss: 2.2212, grad_norm: 3.3478 2020-10-15 17:41:09,902 - mmaction - INFO - Epoch [53][880/1743] lr: 1.000e-03, eta: 22:52:59, time: 0.765, data_time: 0.005, memory: 3025, loss_cls: 2.2555, loss: 2.2555, grad_norm: 3.3797 2020-10-15 17:41:25,554 - mmaction - INFO - Epoch [53][900/1743] lr: 1.000e-03, eta: 22:52:35, time: 0.783, data_time: 0.006, memory: 3025, loss_cls: 2.2002, loss: 2.2002, grad_norm: 3.3124 2020-10-15 17:41:41,713 - mmaction - INFO - Epoch [53][920/1743] lr: 1.000e-03, eta: 22:52:12, time: 0.806, data_time: 0.004, memory: 3025, loss_cls: 2.2516, loss: 2.2516, grad_norm: 3.4490 2020-10-15 17:41:58,568 - mmaction - INFO - Epoch [53][940/1743] lr: 1.000e-03, eta: 22:51:49, time: 0.847, data_time: 0.025, memory: 3025, loss_cls: 2.1965, loss: 2.1965, grad_norm: 3.3211 2020-10-15 17:42:15,742 - mmaction - INFO - Epoch [53][960/1743] lr: 1.000e-03, eta: 22:51:27, time: 0.855, data_time: 0.012, memory: 3025, loss_cls: 2.1809, loss: 2.1809, grad_norm: 3.2444 2020-10-15 17:42:32,294 - mmaction - INFO - Epoch [53][980/1743] lr: 1.000e-03, eta: 22:51:04, time: 0.828, data_time: 0.008, memory: 3025, loss_cls: 2.2189, loss: 2.2189, grad_norm: 3.3284 2020-10-15 17:42:49,396 - mmaction - INFO - Epoch [53][1000/1743] lr: 1.000e-03, eta: 22:50:41, time: 0.851, data_time: 0.007, memory: 3025, loss_cls: 2.2331, loss: 2.2331, grad_norm: 3.3293 2020-10-15 17:43:05,109 - mmaction - INFO - Epoch [53][1020/1743] lr: 1.000e-03, eta: 22:50:18, time: 0.792, data_time: 0.010, memory: 3025, loss_cls: 2.1912, loss: 2.1912, grad_norm: 3.3406 2020-10-15 17:43:22,180 - mmaction - INFO - Epoch [53][1040/1743] lr: 1.000e-03, eta: 22:49:55, time: 0.854, data_time: 0.004, memory: 3025, loss_cls: 2.1934, loss: 2.1934, grad_norm: 3.3738 2020-10-15 17:43:38,550 - mmaction - INFO - Epoch [53][1060/1743] lr: 1.000e-03, eta: 22:49:32, time: 0.817, data_time: 0.003, memory: 3025, loss_cls: 2.2125, loss: 2.2125, grad_norm: 3.3350 2020-10-15 17:43:54,437 - mmaction - INFO - Epoch [53][1080/1743] lr: 1.000e-03, eta: 22:49:08, time: 0.793, data_time: 0.005, memory: 3025, loss_cls: 2.1799, loss: 2.1799, grad_norm: 3.3102 2020-10-15 17:44:11,647 - mmaction - INFO - Epoch [53][1100/1743] lr: 1.000e-03, eta: 22:48:46, time: 0.864, data_time: 0.016, memory: 3025, loss_cls: 2.2647, loss: 2.2647, grad_norm: 3.3291 2020-10-15 17:44:28,208 - mmaction - INFO - Epoch [53][1120/1743] lr: 1.000e-03, eta: 22:48:23, time: 0.827, data_time: 0.205, memory: 3025, loss_cls: 2.2271, loss: 2.2271, grad_norm: 3.3181 2020-10-15 17:44:44,686 - mmaction - INFO - Epoch [53][1140/1743] lr: 1.000e-03, eta: 22:48:00, time: 0.822, data_time: 0.298, memory: 3025, loss_cls: 2.2332, loss: 2.2332, grad_norm: 3.3831 2020-10-15 17:45:00,918 - mmaction - INFO - Epoch [53][1160/1743] lr: 1.000e-03, eta: 22:47:37, time: 0.809, data_time: 0.113, memory: 3025, loss_cls: 2.2056, loss: 2.2056, grad_norm: 3.3544 2020-10-15 17:45:16,897 - mmaction - INFO - Epoch [53][1180/1743] lr: 1.000e-03, eta: 22:47:14, time: 0.800, data_time: 0.238, memory: 3025, loss_cls: 2.2064, loss: 2.2064, grad_norm: 3.3008 2020-10-15 17:45:33,530 - mmaction - INFO - Epoch [53][1200/1743] lr: 1.000e-03, eta: 22:46:51, time: 0.834, data_time: 0.305, memory: 3025, loss_cls: 2.2270, loss: 2.2270, grad_norm: 3.3262 2020-10-15 17:45:51,019 - mmaction - INFO - Epoch [53][1220/1743] lr: 1.000e-03, eta: 22:46:29, time: 0.871, data_time: 0.368, memory: 3025, loss_cls: 2.2076, loss: 2.2076, grad_norm: 3.3678 2020-10-15 17:46:07,579 - mmaction - INFO - Epoch [53][1240/1743] lr: 1.000e-03, eta: 22:46:06, time: 0.830, data_time: 0.121, memory: 3025, loss_cls: 2.2247, loss: 2.2247, grad_norm: 3.3771 2020-10-15 17:46:23,776 - mmaction - INFO - Epoch [53][1260/1743] lr: 1.000e-03, eta: 22:45:43, time: 0.812, data_time: 0.015, memory: 3025, loss_cls: 2.2247, loss: 2.2247, grad_norm: 3.3334 2020-10-15 17:46:39,991 - mmaction - INFO - Epoch [53][1280/1743] lr: 1.000e-03, eta: 22:45:20, time: 0.810, data_time: 0.032, memory: 3025, loss_cls: 2.2427, loss: 2.2427, grad_norm: 3.3552 2020-10-15 17:46:55,744 - mmaction - INFO - Epoch [53][1300/1743] lr: 1.000e-03, eta: 22:44:56, time: 0.783, data_time: 0.018, memory: 3025, loss_cls: 2.2387, loss: 2.2387, grad_norm: 3.3515 2020-10-15 17:47:11,740 - mmaction - INFO - Epoch [53][1320/1743] lr: 1.000e-03, eta: 22:44:33, time: 0.803, data_time: 0.009, memory: 3025, loss_cls: 2.2035, loss: 2.2035, grad_norm: 3.3126 2020-10-15 17:47:27,599 - mmaction - INFO - Epoch [53][1340/1743] lr: 1.000e-03, eta: 22:44:09, time: 0.795, data_time: 0.008, memory: 3025, loss_cls: 2.2011, loss: 2.2011, grad_norm: 3.3545 2020-10-15 17:47:43,736 - mmaction - INFO - Epoch [53][1360/1743] lr: 1.000e-03, eta: 22:43:46, time: 0.805, data_time: 0.003, memory: 3025, loss_cls: 2.2266, loss: 2.2266, grad_norm: 3.3560 2020-10-15 17:47:59,858 - mmaction - INFO - Epoch [53][1380/1743] lr: 1.000e-03, eta: 22:43:23, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.1836, loss: 2.1836, grad_norm: 3.2674 2020-10-15 17:48:15,930 - mmaction - INFO - Epoch [53][1400/1743] lr: 1.000e-03, eta: 22:42:59, time: 0.799, data_time: 0.002, memory: 3025, loss_cls: 2.2531, loss: 2.2531, grad_norm: 3.3773 2020-10-15 17:48:32,094 - mmaction - INFO - Epoch [53][1420/1743] lr: 1.000e-03, eta: 22:42:36, time: 0.807, data_time: 0.007, memory: 3025, loss_cls: 2.2012, loss: 2.2012, grad_norm: 3.4059 2020-10-15 17:48:48,286 - mmaction - INFO - Epoch [53][1440/1743] lr: 1.000e-03, eta: 22:42:13, time: 0.811, data_time: 0.027, memory: 3025, loss_cls: 2.2289, loss: 2.2289, grad_norm: 3.3868 2020-10-15 17:49:04,275 - mmaction - INFO - Epoch [53][1460/1743] lr: 1.000e-03, eta: 22:41:50, time: 0.803, data_time: 0.032, memory: 3025, loss_cls: 2.2076, loss: 2.2076, grad_norm: 3.2776 2020-10-15 17:49:20,584 - mmaction - INFO - Epoch [53][1480/1743] lr: 1.000e-03, eta: 22:41:27, time: 0.814, data_time: 0.051, memory: 3025, loss_cls: 2.2389, loss: 2.2389, grad_norm: 3.3842 2020-10-15 17:49:37,415 - mmaction - INFO - Epoch [53][1500/1743] lr: 1.000e-03, eta: 22:41:04, time: 0.839, data_time: 0.209, memory: 3025, loss_cls: 2.2447, loss: 2.2447, grad_norm: 3.3897 2020-10-15 17:49:54,237 - mmaction - INFO - Epoch [53][1520/1743] lr: 1.000e-03, eta: 22:40:41, time: 0.842, data_time: 0.184, memory: 3025, loss_cls: 2.2313, loss: 2.2313, grad_norm: 3.4778 2020-10-15 17:50:10,429 - mmaction - INFO - Epoch [53][1540/1743] lr: 1.000e-03, eta: 22:40:18, time: 0.811, data_time: 0.284, memory: 3025, loss_cls: 2.2174, loss: 2.2174, grad_norm: 3.3084 2020-10-15 17:50:27,369 - mmaction - INFO - Epoch [53][1560/1743] lr: 1.000e-03, eta: 22:39:56, time: 0.844, data_time: 0.352, memory: 3025, loss_cls: 2.1957, loss: 2.1957, grad_norm: 3.3031 2020-10-15 17:50:43,215 - mmaction - INFO - Epoch [53][1580/1743] lr: 1.000e-03, eta: 22:39:32, time: 0.795, data_time: 0.350, memory: 3025, loss_cls: 2.2299, loss: 2.2299, grad_norm: 3.4141 2020-10-15 17:50:58,814 - mmaction - INFO - Epoch [53][1600/1743] lr: 1.000e-03, eta: 22:39:08, time: 0.776, data_time: 0.351, memory: 3025, loss_cls: 2.2251, loss: 2.2251, grad_norm: 3.3626 2020-10-15 17:51:14,091 - mmaction - INFO - Epoch [53][1620/1743] lr: 1.000e-03, eta: 22:38:45, time: 0.771, data_time: 0.349, memory: 3025, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.3185 2020-10-15 17:51:30,767 - mmaction - INFO - Epoch [53][1640/1743] lr: 1.000e-03, eta: 22:38:22, time: 0.829, data_time: 0.346, memory: 3025, loss_cls: 2.2289, loss: 2.2289, grad_norm: 3.2882 2020-10-15 17:51:47,759 - mmaction - INFO - Epoch [53][1660/1743] lr: 1.000e-03, eta: 22:37:59, time: 0.850, data_time: 0.187, memory: 3025, loss_cls: 2.2024, loss: 2.2024, grad_norm: 3.2887 2020-10-15 17:52:04,001 - mmaction - INFO - Epoch [53][1680/1743] lr: 1.000e-03, eta: 22:37:36, time: 0.813, data_time: 0.009, memory: 3025, loss_cls: 2.2186, loss: 2.2186, grad_norm: 3.3677 2020-10-15 17:52:20,824 - mmaction - INFO - Epoch [53][1700/1743] lr: 1.000e-03, eta: 22:37:14, time: 0.843, data_time: 0.006, memory: 3025, loss_cls: 2.2512, loss: 2.2512, grad_norm: 3.4399 2020-10-15 17:52:37,374 - mmaction - INFO - Epoch [53][1720/1743] lr: 1.000e-03, eta: 22:36:51, time: 0.827, data_time: 0.005, memory: 3025, loss_cls: 2.2200, loss: 2.2200, grad_norm: 3.3970 2020-10-15 17:52:53,918 - mmaction - INFO - Epoch [53][1740/1743] lr: 1.000e-03, eta: 22:36:28, time: 0.830, data_time: 0.067, memory: 3025, loss_cls: 2.2161, loss: 2.2161, grad_norm: 3.2788 2020-10-15 17:53:35,746 - mmaction - INFO - Epoch [54][20/1743] lr: 1.000e-03, eta: 22:36:18, time: 1.867, data_time: 1.034, memory: 3025, loss_cls: 2.1951, loss: 2.1951, grad_norm: 3.3554 2020-10-15 17:53:53,760 - mmaction - INFO - Epoch [54][40/1743] lr: 1.000e-03, eta: 22:35:57, time: 0.899, data_time: 0.016, memory: 3025, loss_cls: 2.2184, loss: 2.2184, grad_norm: 3.2767 2020-10-15 17:54:10,179 - mmaction - INFO - Epoch [54][60/1743] lr: 1.000e-03, eta: 22:35:34, time: 0.821, data_time: 0.004, memory: 3025, loss_cls: 2.2210, loss: 2.2210, grad_norm: 3.3628 2020-10-15 17:54:27,063 - mmaction - INFO - Epoch [54][80/1743] lr: 1.000e-03, eta: 22:35:11, time: 0.843, data_time: 0.005, memory: 3025, loss_cls: 2.1920, loss: 2.1920, grad_norm: 3.3599 2020-10-15 17:54:44,000 - mmaction - INFO - Epoch [54][100/1743] lr: 1.000e-03, eta: 22:34:49, time: 0.844, data_time: 0.007, memory: 3025, loss_cls: 2.2039, loss: 2.2039, grad_norm: 3.3085 2020-10-15 17:55:00,507 - mmaction - INFO - Epoch [54][120/1743] lr: 1.000e-03, eta: 22:34:26, time: 0.826, data_time: 0.008, memory: 3025, loss_cls: 2.2350, loss: 2.2350, grad_norm: 3.4078 2020-10-15 17:55:16,834 - mmaction - INFO - Epoch [54][140/1743] lr: 1.000e-03, eta: 22:34:03, time: 0.819, data_time: 0.014, memory: 3025, loss_cls: 2.2294, loss: 2.2294, grad_norm: 3.3630 2020-10-15 17:55:33,322 - mmaction - INFO - Epoch [54][160/1743] lr: 1.000e-03, eta: 22:33:40, time: 0.825, data_time: 0.008, memory: 3025, loss_cls: 2.2470, loss: 2.2470, grad_norm: 3.3721 2020-10-15 17:55:49,366 - mmaction - INFO - Epoch [54][180/1743] lr: 1.000e-03, eta: 22:33:17, time: 0.806, data_time: 0.007, memory: 3025, loss_cls: 2.1712, loss: 2.1712, grad_norm: 3.2745 2020-10-15 17:56:05,761 - mmaction - INFO - Epoch [54][200/1743] lr: 1.000e-03, eta: 22:32:54, time: 0.819, data_time: 0.002, memory: 3025, loss_cls: 2.2579, loss: 2.2579, grad_norm: 3.3441 2020-10-15 17:56:22,237 - mmaction - INFO - Epoch [54][220/1743] lr: 1.000e-03, eta: 22:32:31, time: 0.822, data_time: 0.002, memory: 3025, loss_cls: 2.2051, loss: 2.2051, grad_norm: 3.3580 2020-10-15 17:56:37,369 - mmaction - INFO - Epoch [54][240/1743] lr: 1.000e-03, eta: 22:32:07, time: 0.750, data_time: 0.004, memory: 3025, loss_cls: 2.1884, loss: 2.1884, grad_norm: 3.3079 2020-10-15 17:56:53,344 - mmaction - INFO - Epoch [54][260/1743] lr: 1.000e-03, eta: 22:31:44, time: 0.806, data_time: 0.011, memory: 3025, loss_cls: 2.2108, loss: 2.2108, grad_norm: 3.3383 2020-10-15 17:57:10,192 - mmaction - INFO - Epoch [54][280/1743] lr: 1.000e-03, eta: 22:31:21, time: 0.842, data_time: 0.003, memory: 3025, loss_cls: 2.2168, loss: 2.2168, grad_norm: 3.3031 2020-10-15 17:57:27,177 - mmaction - INFO - Epoch [54][300/1743] lr: 1.000e-03, eta: 22:30:59, time: 0.850, data_time: 0.004, memory: 3025, loss_cls: 2.2367, loss: 2.2367, grad_norm: 3.4040 2020-10-15 17:57:43,276 - mmaction - INFO - Epoch [54][320/1743] lr: 1.000e-03, eta: 22:30:36, time: 0.803, data_time: 0.003, memory: 3025, loss_cls: 2.1973, loss: 2.1973, grad_norm: 3.3234 2020-10-15 17:57:59,150 - mmaction - INFO - Epoch [54][340/1743] lr: 1.000e-03, eta: 22:30:12, time: 0.793, data_time: 0.003, memory: 3025, loss_cls: 2.1897, loss: 2.1897, grad_norm: 3.3409 2020-10-15 17:58:15,895 - mmaction - INFO - Epoch [54][360/1743] lr: 1.000e-03, eta: 22:29:50, time: 0.833, data_time: 0.006, memory: 3025, loss_cls: 2.2432, loss: 2.2432, grad_norm: 3.3569 2020-10-15 17:58:32,060 - mmaction - INFO - Epoch [54][380/1743] lr: 1.000e-03, eta: 22:29:27, time: 0.812, data_time: 0.014, memory: 3025, loss_cls: 2.1995, loss: 2.1995, grad_norm: 3.3032 2020-10-15 17:58:48,177 - mmaction - INFO - Epoch [54][400/1743] lr: 1.000e-03, eta: 22:29:03, time: 0.808, data_time: 0.004, memory: 3025, loss_cls: 2.1972, loss: 2.1972, grad_norm: 3.3664 2020-10-15 17:59:04,863 - mmaction - INFO - Epoch [54][420/1743] lr: 1.000e-03, eta: 22:28:41, time: 0.827, data_time: 0.003, memory: 3025, loss_cls: 2.2059, loss: 2.2059, grad_norm: 3.3744 2020-10-15 17:59:20,716 - mmaction - INFO - Epoch [54][440/1743] lr: 1.000e-03, eta: 22:28:17, time: 0.797, data_time: 0.011, memory: 3025, loss_cls: 2.2123, loss: 2.2123, grad_norm: 3.2908 2020-10-15 17:59:37,400 - mmaction - INFO - Epoch [54][460/1743] lr: 1.000e-03, eta: 22:27:55, time: 0.831, data_time: 0.007, memory: 3025, loss_cls: 2.2202, loss: 2.2202, grad_norm: 3.4212 2020-10-15 17:59:53,620 - mmaction - INFO - Epoch [54][480/1743] lr: 1.000e-03, eta: 22:27:32, time: 0.813, data_time: 0.009, memory: 3025, loss_cls: 2.2327, loss: 2.2327, grad_norm: 3.3900 2020-10-15 18:00:10,603 - mmaction - INFO - Epoch [54][500/1743] lr: 1.000e-03, eta: 22:27:09, time: 0.854, data_time: 0.006, memory: 3025, loss_cls: 2.2356, loss: 2.2356, grad_norm: 3.3630 2020-10-15 18:00:26,811 - mmaction - INFO - Epoch [54][520/1743] lr: 1.000e-03, eta: 22:26:46, time: 0.805, data_time: 0.002, memory: 3025, loss_cls: 2.2318, loss: 2.2318, grad_norm: 3.3985 2020-10-15 18:00:42,942 - mmaction - INFO - Epoch [54][540/1743] lr: 1.000e-03, eta: 22:26:23, time: 0.811, data_time: 0.009, memory: 3025, loss_cls: 2.2505, loss: 2.2505, grad_norm: 3.3511 2020-10-15 18:00:59,387 - mmaction - INFO - Epoch [54][560/1743] lr: 1.000e-03, eta: 22:26:00, time: 0.819, data_time: 0.005, memory: 3025, loss_cls: 2.2244, loss: 2.2244, grad_norm: 3.3821 2020-10-15 18:01:15,645 - mmaction - INFO - Epoch [54][580/1743] lr: 1.000e-03, eta: 22:25:37, time: 0.813, data_time: 0.011, memory: 3025, loss_cls: 2.1970, loss: 2.1970, grad_norm: 3.3850 2020-10-15 18:01:32,267 - mmaction - INFO - Epoch [54][600/1743] lr: 1.000e-03, eta: 22:25:15, time: 0.835, data_time: 0.008, memory: 3025, loss_cls: 2.1899, loss: 2.1899, grad_norm: 3.3219 2020-10-15 18:01:48,521 - mmaction - INFO - Epoch [54][620/1743] lr: 1.000e-03, eta: 22:24:52, time: 0.809, data_time: 0.002, memory: 3025, loss_cls: 2.2314, loss: 2.2314, grad_norm: 3.3952 2020-10-15 18:02:04,869 - mmaction - INFO - Epoch [54][640/1743] lr: 1.000e-03, eta: 22:24:29, time: 0.821, data_time: 0.009, memory: 3025, loss_cls: 2.2158, loss: 2.2158, grad_norm: 3.3373 2020-10-15 18:02:20,639 - mmaction - INFO - Epoch [54][660/1743] lr: 1.000e-03, eta: 22:24:05, time: 0.789, data_time: 0.003, memory: 3025, loss_cls: 2.1669, loss: 2.1669, grad_norm: 3.3153 2020-10-15 18:02:36,739 - mmaction - INFO - Epoch [54][680/1743] lr: 1.000e-03, eta: 22:23:42, time: 0.799, data_time: 0.002, memory: 3025, loss_cls: 2.1963, loss: 2.1963, grad_norm: 3.3786 2020-10-15 18:02:53,156 - mmaction - INFO - Epoch [54][700/1743] lr: 1.000e-03, eta: 22:23:19, time: 0.820, data_time: 0.008, memory: 3025, loss_cls: 2.2280, loss: 2.2280, grad_norm: 3.3727 2020-10-15 18:03:09,697 - mmaction - INFO - Epoch [54][720/1743] lr: 1.000e-03, eta: 22:22:57, time: 0.829, data_time: 0.011, memory: 3025, loss_cls: 2.2335, loss: 2.2335, grad_norm: 3.3297 2020-10-15 18:03:25,997 - mmaction - INFO - Epoch [54][740/1743] lr: 1.000e-03, eta: 22:22:34, time: 0.811, data_time: 0.009, memory: 3025, loss_cls: 2.1752, loss: 2.1752, grad_norm: 3.3233 2020-10-15 18:03:43,138 - mmaction - INFO - Epoch [54][760/1743] lr: 1.000e-03, eta: 22:22:11, time: 0.861, data_time: 0.013, memory: 3025, loss_cls: 2.2275, loss: 2.2275, grad_norm: 3.3537 2020-10-15 18:03:59,533 - mmaction - INFO - Epoch [54][780/1743] lr: 1.000e-03, eta: 22:21:48, time: 0.816, data_time: 0.012, memory: 3025, loss_cls: 2.2179, loss: 2.2179, grad_norm: 3.3229 2020-10-15 18:04:15,691 - mmaction - INFO - Epoch [54][800/1743] lr: 1.000e-03, eta: 22:21:26, time: 0.812, data_time: 0.014, memory: 3025, loss_cls: 2.1959, loss: 2.1959, grad_norm: 3.3643 2020-10-15 18:04:32,106 - mmaction - INFO - Epoch [54][820/1743] lr: 1.000e-03, eta: 22:21:03, time: 0.823, data_time: 0.008, memory: 3025, loss_cls: 2.2056, loss: 2.2056, grad_norm: 3.3868 2020-10-15 18:04:49,513 - mmaction - INFO - Epoch [54][840/1743] lr: 1.000e-03, eta: 22:20:41, time: 0.870, data_time: 0.004, memory: 3025, loss_cls: 2.1942, loss: 2.1942, grad_norm: 3.3651 2020-10-15 18:05:06,416 - mmaction - INFO - Epoch [54][860/1743] lr: 1.000e-03, eta: 22:20:18, time: 0.838, data_time: 0.005, memory: 3025, loss_cls: 2.1858, loss: 2.1858, grad_norm: 3.2916 2020-10-15 18:05:22,851 - mmaction - INFO - Epoch [54][880/1743] lr: 1.000e-03, eta: 22:19:56, time: 0.828, data_time: 0.012, memory: 3025, loss_cls: 2.2291, loss: 2.2291, grad_norm: 3.3612 2020-10-15 18:05:39,304 - mmaction - INFO - Epoch [54][900/1743] lr: 1.000e-03, eta: 22:19:33, time: 0.819, data_time: 0.010, memory: 3025, loss_cls: 2.1886, loss: 2.1886, grad_norm: 3.3901 2020-10-15 18:05:55,747 - mmaction - INFO - Epoch [54][920/1743] lr: 1.000e-03, eta: 22:19:10, time: 0.826, data_time: 0.011, memory: 3025, loss_cls: 2.1934, loss: 2.1934, grad_norm: 3.3544 2020-10-15 18:06:12,468 - mmaction - INFO - Epoch [54][940/1743] lr: 1.000e-03, eta: 22:18:47, time: 0.837, data_time: 0.007, memory: 3025, loss_cls: 2.2311, loss: 2.2311, grad_norm: 3.3808 2020-10-15 18:06:28,902 - mmaction - INFO - Epoch [54][960/1743] lr: 1.000e-03, eta: 22:18:25, time: 0.820, data_time: 0.006, memory: 3025, loss_cls: 2.2012, loss: 2.2012, grad_norm: 3.3292 2020-10-15 18:06:45,093 - mmaction - INFO - Epoch [54][980/1743] lr: 1.000e-03, eta: 22:18:02, time: 0.808, data_time: 0.008, memory: 3025, loss_cls: 2.1800, loss: 2.1800, grad_norm: 3.2819 2020-10-15 18:07:00,540 - mmaction - INFO - Epoch [54][1000/1743] lr: 1.000e-03, eta: 22:17:38, time: 0.779, data_time: 0.013, memory: 3025, loss_cls: 2.2474, loss: 2.2474, grad_norm: 3.3893 2020-10-15 18:07:16,496 - mmaction - INFO - Epoch [54][1020/1743] lr: 1.000e-03, eta: 22:17:15, time: 0.795, data_time: 0.006, memory: 3025, loss_cls: 2.2577, loss: 2.2577, grad_norm: 3.4251 2020-10-15 18:07:33,059 - mmaction - INFO - Epoch [54][1040/1743] lr: 1.000e-03, eta: 22:16:52, time: 0.830, data_time: 0.005, memory: 3025, loss_cls: 2.2159, loss: 2.2159, grad_norm: 3.3200 2020-10-15 18:07:49,848 - mmaction - INFO - Epoch [54][1060/1743] lr: 1.000e-03, eta: 22:16:30, time: 0.838, data_time: 0.008, memory: 3025, loss_cls: 2.2189, loss: 2.2189, grad_norm: 3.3211 2020-10-15 18:08:06,125 - mmaction - INFO - Epoch [54][1080/1743] lr: 1.000e-03, eta: 22:16:07, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.1919, loss: 2.1919, grad_norm: 3.3578 2020-10-15 18:08:22,476 - mmaction - INFO - Epoch [54][1100/1743] lr: 1.000e-03, eta: 22:15:44, time: 0.822, data_time: 0.008, memory: 3025, loss_cls: 2.1827, loss: 2.1827, grad_norm: 3.2963 2020-10-15 18:08:38,467 - mmaction - INFO - Epoch [54][1120/1743] lr: 1.000e-03, eta: 22:15:21, time: 0.799, data_time: 0.006, memory: 3025, loss_cls: 2.2275, loss: 2.2275, grad_norm: 3.3334 2020-10-15 18:08:54,909 - mmaction - INFO - Epoch [54][1140/1743] lr: 1.000e-03, eta: 22:14:58, time: 0.825, data_time: 0.004, memory: 3025, loss_cls: 2.2618, loss: 2.2618, grad_norm: 3.4622 2020-10-15 18:09:11,414 - mmaction - INFO - Epoch [54][1160/1743] lr: 1.000e-03, eta: 22:14:35, time: 0.817, data_time: 0.005, memory: 3025, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.3649 2020-10-15 18:09:27,750 - mmaction - INFO - Epoch [54][1180/1743] lr: 1.000e-03, eta: 22:14:12, time: 0.821, data_time: 0.007, memory: 3025, loss_cls: 2.2215, loss: 2.2215, grad_norm: 3.3741 2020-10-15 18:09:44,394 - mmaction - INFO - Epoch [54][1200/1743] lr: 1.000e-03, eta: 22:13:50, time: 0.829, data_time: 0.004, memory: 3025, loss_cls: 2.2099, loss: 2.2099, grad_norm: 3.3622 2020-10-15 18:10:00,412 - mmaction - INFO - Epoch [54][1220/1743] lr: 1.000e-03, eta: 22:13:27, time: 0.801, data_time: 0.005, memory: 3025, loss_cls: 2.2127, loss: 2.2127, grad_norm: 3.3247 2020-10-15 18:10:17,064 - mmaction - INFO - Epoch [54][1240/1743] lr: 1.000e-03, eta: 22:13:04, time: 0.827, data_time: 0.014, memory: 3025, loss_cls: 2.2264, loss: 2.2264, grad_norm: 3.4675 2020-10-15 18:10:33,298 - mmaction - INFO - Epoch [54][1260/1743] lr: 1.000e-03, eta: 22:12:41, time: 0.813, data_time: 0.012, memory: 3025, loss_cls: 2.2155, loss: 2.2155, grad_norm: 3.4098 2020-10-15 18:10:49,969 - mmaction - INFO - Epoch [54][1280/1743] lr: 1.000e-03, eta: 22:12:19, time: 0.835, data_time: 0.009, memory: 3025, loss_cls: 2.2296, loss: 2.2296, grad_norm: 3.3921 2020-10-15 18:11:05,844 - mmaction - INFO - Epoch [54][1300/1743] lr: 1.000e-03, eta: 22:11:55, time: 0.796, data_time: 0.008, memory: 3025, loss_cls: 2.2061, loss: 2.2061, grad_norm: 3.3280 2020-10-15 18:11:22,186 - mmaction - INFO - Epoch [54][1320/1743] lr: 1.000e-03, eta: 22:11:33, time: 0.818, data_time: 0.010, memory: 3025, loss_cls: 2.2307, loss: 2.2307, grad_norm: 3.3825 2020-10-15 18:11:37,697 - mmaction - INFO - Epoch [54][1340/1743] lr: 1.000e-03, eta: 22:11:09, time: 0.772, data_time: 0.006, memory: 3025, loss_cls: 2.1756, loss: 2.1756, grad_norm: 3.3403 2020-10-15 18:11:54,128 - mmaction - INFO - Epoch [54][1360/1743] lr: 1.000e-03, eta: 22:10:46, time: 0.825, data_time: 0.010, memory: 3025, loss_cls: 2.2055, loss: 2.2055, grad_norm: 3.3858 2020-10-15 18:12:10,619 - mmaction - INFO - Epoch [54][1380/1743] lr: 1.000e-03, eta: 22:10:24, time: 0.826, data_time: 0.008, memory: 3025, loss_cls: 2.2255, loss: 2.2255, grad_norm: 3.3911 2020-10-15 18:12:27,040 - mmaction - INFO - Epoch [54][1400/1743] lr: 1.000e-03, eta: 22:10:01, time: 0.823, data_time: 0.003, memory: 3025, loss_cls: 2.2579, loss: 2.2579, grad_norm: 3.4189 2020-10-15 18:12:43,169 - mmaction - INFO - Epoch [54][1420/1743] lr: 1.000e-03, eta: 22:09:38, time: 0.804, data_time: 0.008, memory: 3025, loss_cls: 2.2419, loss: 2.2419, grad_norm: 3.4276 2020-10-15 18:12:59,274 - mmaction - INFO - Epoch [54][1440/1743] lr: 1.000e-03, eta: 22:09:15, time: 0.806, data_time: 0.008, memory: 3025, loss_cls: 2.2357, loss: 2.2357, grad_norm: 3.3936 2020-10-15 18:13:15,671 - mmaction - INFO - Epoch [54][1460/1743] lr: 1.000e-03, eta: 22:08:52, time: 0.816, data_time: 0.006, memory: 3025, loss_cls: 2.1871, loss: 2.1871, grad_norm: 3.3595 2020-10-15 18:13:32,390 - mmaction - INFO - Epoch [54][1480/1743] lr: 1.000e-03, eta: 22:08:30, time: 0.839, data_time: 0.010, memory: 3025, loss_cls: 2.2193, loss: 2.2193, grad_norm: 3.3945 2020-10-15 18:13:48,434 - mmaction - INFO - Epoch [54][1500/1743] lr: 1.000e-03, eta: 22:08:07, time: 0.805, data_time: 0.006, memory: 3025, loss_cls: 2.2118, loss: 2.2118, grad_norm: 3.3534 2020-10-15 18:14:04,759 - mmaction - INFO - Epoch [54][1520/1743] lr: 1.000e-03, eta: 22:07:44, time: 0.813, data_time: 0.002, memory: 3025, loss_cls: 2.2559, loss: 2.2559, grad_norm: 3.4097 2020-10-15 18:14:20,927 - mmaction - INFO - Epoch [54][1540/1743] lr: 1.000e-03, eta: 22:07:21, time: 0.806, data_time: 0.006, memory: 3025, loss_cls: 2.2289, loss: 2.2289, grad_norm: 3.3437 2020-10-15 18:14:37,672 - mmaction - INFO - Epoch [54][1560/1743] lr: 1.000e-03, eta: 22:06:58, time: 0.839, data_time: 0.008, memory: 3025, loss_cls: 2.2102, loss: 2.2102, grad_norm: 3.3894 2020-10-15 18:14:53,536 - mmaction - INFO - Epoch [54][1580/1743] lr: 1.000e-03, eta: 22:06:35, time: 0.797, data_time: 0.006, memory: 3025, loss_cls: 2.2223, loss: 2.2223, grad_norm: 3.3532 2020-10-15 18:15:09,469 - mmaction - INFO - Epoch [54][1600/1743] lr: 1.000e-03, eta: 22:06:12, time: 0.795, data_time: 0.004, memory: 3025, loss_cls: 2.1728, loss: 2.1728, grad_norm: 3.3234 2020-10-15 18:15:25,190 - mmaction - INFO - Epoch [54][1620/1743] lr: 1.000e-03, eta: 22:05:49, time: 0.781, data_time: 0.003, memory: 3025, loss_cls: 2.1973, loss: 2.1973, grad_norm: 3.4365 2020-10-15 18:15:41,531 - mmaction - INFO - Epoch [54][1640/1743] lr: 1.000e-03, eta: 22:05:26, time: 0.817, data_time: 0.006, memory: 3025, loss_cls: 2.1897, loss: 2.1897, grad_norm: 3.3962 2020-10-15 18:15:58,094 - mmaction - INFO - Epoch [54][1660/1743] lr: 1.000e-03, eta: 22:05:03, time: 0.830, data_time: 0.007, memory: 3025, loss_cls: 2.1767, loss: 2.1767, grad_norm: 3.3355 2020-10-15 18:16:14,820 - mmaction - INFO - Epoch [54][1680/1743] lr: 1.000e-03, eta: 22:04:41, time: 0.835, data_time: 0.006, memory: 3025, loss_cls: 2.1927, loss: 2.1927, grad_norm: 3.3157 2020-10-15 18:16:31,304 - mmaction - INFO - Epoch [54][1700/1743] lr: 1.000e-03, eta: 22:04:18, time: 0.824, data_time: 0.006, memory: 3025, loss_cls: 2.2223, loss: 2.2223, grad_norm: 3.3482 2020-10-15 18:16:47,458 - mmaction - INFO - Epoch [54][1720/1743] lr: 1.000e-03, eta: 22:03:55, time: 0.809, data_time: 0.009, memory: 3025, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.3626 2020-10-15 18:17:03,931 - mmaction - INFO - Epoch [54][1740/1743] lr: 1.000e-03, eta: 22:03:33, time: 0.827, data_time: 0.008, memory: 3025, loss_cls: 2.2113, loss: 2.2113, grad_norm: 3.3484 2020-10-15 18:18:16,832 - mmaction - INFO - Epoch [55][20/1743] lr: 1.000e-03, eta: 22:03:38, time: 2.789, data_time: 2.064, memory: 3025, loss_cls: 2.1866, loss: 2.1866, grad_norm: 3.3619 2020-10-15 18:18:33,991 - mmaction - INFO - Epoch [55][40/1743] lr: 1.000e-03, eta: 22:03:16, time: 0.854, data_time: 0.076, memory: 3025, loss_cls: 2.2245, loss: 2.2245, grad_norm: 3.4040 2020-10-15 18:18:50,381 - mmaction - INFO - Epoch [55][60/1743] lr: 1.000e-03, eta: 22:02:53, time: 0.820, data_time: 0.059, memory: 3025, loss_cls: 2.2287, loss: 2.2287, grad_norm: 3.3640 2020-10-15 18:19:07,036 - mmaction - INFO - Epoch [55][80/1743] lr: 1.000e-03, eta: 22:02:31, time: 0.833, data_time: 0.009, memory: 3025, loss_cls: 2.2187, loss: 2.2187, grad_norm: 3.3463 2020-10-15 18:19:23,192 - mmaction - INFO - Epoch [55][100/1743] lr: 1.000e-03, eta: 22:02:08, time: 0.814, data_time: 0.010, memory: 3025, loss_cls: 2.2347, loss: 2.2347, grad_norm: 3.4025 2020-10-15 18:19:38,338 - mmaction - INFO - Epoch [55][120/1743] lr: 1.000e-03, eta: 22:01:44, time: 0.751, data_time: 0.002, memory: 3025, loss_cls: 2.2072, loss: 2.2072, grad_norm: 3.3762 2020-10-15 18:19:54,764 - mmaction - INFO - Epoch [55][140/1743] lr: 1.000e-03, eta: 22:01:21, time: 0.822, data_time: 0.008, memory: 3025, loss_cls: 2.1986, loss: 2.1986, grad_norm: 3.3594 2020-10-15 18:20:11,316 - mmaction - INFO - Epoch [55][160/1743] lr: 1.000e-03, eta: 22:00:59, time: 0.832, data_time: 0.009, memory: 3025, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.3107 2020-10-15 18:20:27,073 - mmaction - INFO - Epoch [55][180/1743] lr: 1.000e-03, eta: 22:00:35, time: 0.782, data_time: 0.003, memory: 3025, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.3339 2020-10-15 18:20:43,690 - mmaction - INFO - Epoch [55][200/1743] lr: 1.000e-03, eta: 22:00:13, time: 0.830, data_time: 0.010, memory: 3025, loss_cls: 2.2301, loss: 2.2301, grad_norm: 3.4340 2020-10-15 18:20:59,547 - mmaction - INFO - Epoch [55][220/1743] lr: 1.000e-03, eta: 21:59:50, time: 0.802, data_time: 0.012, memory: 3025, loss_cls: 2.2391, loss: 2.2391, grad_norm: 3.4156 2020-10-15 18:21:15,693 - mmaction - INFO - Epoch [55][240/1743] lr: 1.000e-03, eta: 21:59:27, time: 0.801, data_time: 0.001, memory: 3025, loss_cls: 2.2007, loss: 2.2007, grad_norm: 3.4246 2020-10-15 18:21:31,757 - mmaction - INFO - Epoch [55][260/1743] lr: 1.000e-03, eta: 21:59:04, time: 0.809, data_time: 0.009, memory: 3025, loss_cls: 2.2387, loss: 2.2387, grad_norm: 3.3553 2020-10-15 18:21:48,114 - mmaction - INFO - Epoch [55][280/1743] lr: 1.000e-03, eta: 21:58:41, time: 0.809, data_time: 0.002, memory: 3025, loss_cls: 2.1728, loss: 2.1728, grad_norm: 3.3282 2020-10-15 18:22:04,656 - mmaction - INFO - Epoch [55][300/1743] lr: 1.000e-03, eta: 21:58:19, time: 0.833, data_time: 0.011, memory: 3025, loss_cls: 2.2249, loss: 2.2249, grad_norm: 3.3991 2020-10-15 18:22:20,913 - mmaction - INFO - Epoch [55][320/1743] lr: 1.000e-03, eta: 21:57:56, time: 0.812, data_time: 0.004, memory: 3025, loss_cls: 2.2040, loss: 2.2040, grad_norm: 3.3963 2020-10-15 18:22:36,648 - mmaction - INFO - Epoch [55][340/1743] lr: 1.000e-03, eta: 21:57:33, time: 0.790, data_time: 0.010, memory: 3025, loss_cls: 2.2118, loss: 2.2118, grad_norm: 3.3717 2020-10-15 18:22:52,968 - mmaction - INFO - Epoch [55][360/1743] lr: 1.000e-03, eta: 21:57:10, time: 0.810, data_time: 0.002, memory: 3025, loss_cls: 2.2297, loss: 2.2297, grad_norm: 3.3960 2020-10-15 18:23:09,180 - mmaction - INFO - Epoch [55][380/1743] lr: 1.000e-03, eta: 21:56:47, time: 0.812, data_time: 0.006, memory: 3025, loss_cls: 2.2142, loss: 2.2142, grad_norm: 3.3428 2020-10-15 18:23:25,218 - mmaction - INFO - Epoch [55][400/1743] lr: 1.000e-03, eta: 21:56:24, time: 0.798, data_time: 0.006, memory: 3025, loss_cls: 2.1729, loss: 2.1729, grad_norm: 3.2922 2020-10-15 18:23:41,280 - mmaction - INFO - Epoch [55][420/1743] lr: 1.000e-03, eta: 21:56:01, time: 0.801, data_time: 0.008, memory: 3025, loss_cls: 2.2009, loss: 2.2009, grad_norm: 3.4289 2020-10-15 18:23:57,276 - mmaction - INFO - Epoch [55][440/1743] lr: 1.000e-03, eta: 21:55:38, time: 0.805, data_time: 0.012, memory: 3025, loss_cls: 2.2486, loss: 2.2486, grad_norm: 3.4255 2020-10-15 18:24:13,709 - mmaction - INFO - Epoch [55][460/1743] lr: 1.000e-03, eta: 21:55:16, time: 0.823, data_time: 0.007, memory: 3025, loss_cls: 2.2069, loss: 2.2069, grad_norm: 3.3967 2020-10-15 18:24:29,799 - mmaction - INFO - Epoch [55][480/1743] lr: 1.000e-03, eta: 21:54:53, time: 0.801, data_time: 0.005, memory: 3025, loss_cls: 2.1738, loss: 2.1738, grad_norm: 3.3102 2020-10-15 18:24:46,236 - mmaction - INFO - Epoch [55][500/1743] lr: 1.000e-03, eta: 21:54:30, time: 0.821, data_time: 0.008, memory: 3025, loss_cls: 2.2183, loss: 2.2183, grad_norm: 3.4006 2020-10-15 18:25:02,371 - mmaction - INFO - Epoch [55][520/1743] lr: 1.000e-03, eta: 21:54:07, time: 0.812, data_time: 0.014, memory: 3025, loss_cls: 2.2006, loss: 2.2006, grad_norm: 3.3667 2020-10-15 18:25:19,000 - mmaction - INFO - Epoch [55][540/1743] lr: 1.000e-03, eta: 21:53:45, time: 0.832, data_time: 0.006, memory: 3025, loss_cls: 2.2039, loss: 2.2039, grad_norm: 3.3767 2020-10-15 18:25:35,637 - mmaction - INFO - Epoch [55][560/1743] lr: 1.000e-03, eta: 21:53:22, time: 0.826, data_time: 0.004, memory: 3025, loss_cls: 2.2041, loss: 2.2041, grad_norm: 3.3432 2020-10-15 18:25:51,957 - mmaction - INFO - Epoch [55][580/1743] lr: 1.000e-03, eta: 21:52:59, time: 0.820, data_time: 0.010, memory: 3025, loss_cls: 2.2115, loss: 2.2115, grad_norm: 3.4184 2020-10-15 18:26:07,026 - mmaction - INFO - Epoch [55][600/1743] lr: 1.000e-03, eta: 21:52:36, time: 0.751, data_time: 0.006, memory: 3025, loss_cls: 2.1970, loss: 2.1970, grad_norm: 3.3595 2020-10-15 18:26:23,414 - mmaction - INFO - Epoch [55][620/1743] lr: 1.000e-03, eta: 21:52:13, time: 0.823, data_time: 0.009, memory: 3025, loss_cls: 2.2036, loss: 2.2036, grad_norm: 3.3079 2020-10-15 18:26:40,327 - mmaction - INFO - Epoch [55][640/1743] lr: 1.000e-03, eta: 21:51:51, time: 0.846, data_time: 0.005, memory: 3025, loss_cls: 2.2190, loss: 2.2190, grad_norm: 3.4034 2020-10-15 18:26:55,774 - mmaction - INFO - Epoch [55][660/1743] lr: 1.000e-03, eta: 21:51:27, time: 0.770, data_time: 0.006, memory: 3025, loss_cls: 2.2288, loss: 2.2288, grad_norm: 3.3862 2020-10-15 18:27:11,729 - mmaction - INFO - Epoch [55][680/1743] lr: 1.000e-03, eta: 21:51:04, time: 0.796, data_time: 0.006, memory: 3025, loss_cls: 2.2357, loss: 2.2357, grad_norm: 3.3957 2020-10-15 18:27:27,786 - mmaction - INFO - Epoch [55][700/1743] lr: 1.000e-03, eta: 21:50:41, time: 0.806, data_time: 0.008, memory: 3025, loss_cls: 2.1506, loss: 2.1506, grad_norm: 3.3345 2020-10-15 18:27:43,441 - mmaction - INFO - Epoch [55][720/1743] lr: 1.000e-03, eta: 21:50:18, time: 0.779, data_time: 0.004, memory: 3025, loss_cls: 2.2180, loss: 2.2180, grad_norm: 3.4771 2020-10-15 18:27:59,950 - mmaction - INFO - Epoch [55][740/1743] lr: 1.000e-03, eta: 21:49:56, time: 0.831, data_time: 0.010, memory: 3025, loss_cls: 2.2404, loss: 2.2404, grad_norm: 3.4617 2020-10-15 18:28:15,646 - mmaction - INFO - Epoch [55][760/1743] lr: 1.000e-03, eta: 21:49:32, time: 0.779, data_time: 0.002, memory: 3025, loss_cls: 2.1639, loss: 2.1639, grad_norm: 3.2927 2020-10-15 18:28:31,237 - mmaction - INFO - Epoch [55][780/1743] lr: 1.000e-03, eta: 21:49:09, time: 0.784, data_time: 0.008, memory: 3025, loss_cls: 2.2138, loss: 2.2138, grad_norm: 3.3706 2020-10-15 18:28:47,324 - mmaction - INFO - Epoch [55][800/1743] lr: 1.000e-03, eta: 21:48:46, time: 0.798, data_time: 0.004, memory: 3025, loss_cls: 2.2169, loss: 2.2169, grad_norm: 3.4370 2020-10-15 18:29:03,624 - mmaction - INFO - Epoch [55][820/1743] lr: 1.000e-03, eta: 21:48:24, time: 0.823, data_time: 0.014, memory: 3025, loss_cls: 2.2003, loss: 2.2003, grad_norm: 3.3753 2020-10-15 18:29:19,808 - mmaction - INFO - Epoch [55][840/1743] lr: 1.000e-03, eta: 21:48:01, time: 0.807, data_time: 0.001, memory: 3025, loss_cls: 2.2170, loss: 2.2170, grad_norm: 3.3323 2020-10-15 18:29:36,314 - mmaction - INFO - Epoch [55][860/1743] lr: 1.000e-03, eta: 21:47:38, time: 0.825, data_time: 0.005, memory: 3025, loss_cls: 2.1909, loss: 2.1909, grad_norm: 3.4103 2020-10-15 18:29:51,981 - mmaction - INFO - Epoch [55][880/1743] lr: 1.000e-03, eta: 21:47:15, time: 0.780, data_time: 0.003, memory: 3025, loss_cls: 2.2241, loss: 2.2241, grad_norm: 3.4028 2020-10-15 18:30:08,241 - mmaction - INFO - Epoch [55][900/1743] lr: 1.000e-03, eta: 21:46:52, time: 0.813, data_time: 0.008, memory: 3025, loss_cls: 2.1707, loss: 2.1707, grad_norm: 3.3295 2020-10-15 18:30:24,657 - mmaction - INFO - Epoch [55][920/1743] lr: 1.000e-03, eta: 21:46:30, time: 0.823, data_time: 0.011, memory: 3025, loss_cls: 2.2281, loss: 2.2281, grad_norm: 3.4154 2020-10-15 18:30:39,913 - mmaction - INFO - Epoch [55][940/1743] lr: 1.000e-03, eta: 21:46:06, time: 0.765, data_time: 0.004, memory: 3025, loss_cls: 2.2562, loss: 2.2562, grad_norm: 3.4413 2020-10-15 18:30:56,652 - mmaction - INFO - Epoch [55][960/1743] lr: 1.000e-03, eta: 21:45:44, time: 0.835, data_time: 0.003, memory: 3025, loss_cls: 2.1926, loss: 2.1926, grad_norm: 3.3280 2020-10-15 18:31:12,551 - mmaction - INFO - Epoch [55][980/1743] lr: 1.000e-03, eta: 21:45:21, time: 0.792, data_time: 0.005, memory: 3025, loss_cls: 2.2259, loss: 2.2259, grad_norm: 3.4108 2020-10-15 18:31:28,270 - mmaction - INFO - Epoch [55][1000/1743] lr: 1.000e-03, eta: 21:44:58, time: 0.790, data_time: 0.009, memory: 3025, loss_cls: 2.2081, loss: 2.2081, grad_norm: 3.4016 2020-10-15 18:31:45,138 - mmaction - INFO - Epoch [55][1020/1743] lr: 1.000e-03, eta: 21:44:36, time: 0.843, data_time: 0.006, memory: 3025, loss_cls: 2.2013, loss: 2.2013, grad_norm: 3.3718 2020-10-15 18:32:00,548 - mmaction - INFO - Epoch [55][1040/1743] lr: 1.000e-03, eta: 21:44:12, time: 0.764, data_time: 0.004, memory: 3025, loss_cls: 2.2037, loss: 2.2037, grad_norm: 3.3313 2020-10-15 18:32:17,180 - mmaction - INFO - Epoch [55][1060/1743] lr: 1.000e-03, eta: 21:43:50, time: 0.839, data_time: 0.013, memory: 3025, loss_cls: 2.1917, loss: 2.1917, grad_norm: 3.3891 2020-10-15 18:32:33,729 - mmaction - INFO - Epoch [55][1080/1743] lr: 1.000e-03, eta: 21:43:27, time: 0.823, data_time: 0.004, memory: 3025, loss_cls: 2.2058, loss: 2.2058, grad_norm: 3.3665 2020-10-15 18:32:49,892 - mmaction - INFO - Epoch [55][1100/1743] lr: 1.000e-03, eta: 21:43:04, time: 0.812, data_time: 0.008, memory: 3025, loss_cls: 2.2212, loss: 2.2212, grad_norm: 3.4062 2020-10-15 18:33:05,821 - mmaction - INFO - Epoch [55][1120/1743] lr: 1.000e-03, eta: 21:42:41, time: 0.792, data_time: 0.004, memory: 3025, loss_cls: 2.1672, loss: 2.1672, grad_norm: 3.3406 2020-10-15 18:33:22,716 - mmaction - INFO - Epoch [55][1140/1743] lr: 1.000e-03, eta: 21:42:19, time: 0.850, data_time: 0.009, memory: 3025, loss_cls: 2.2359, loss: 2.2359, grad_norm: 3.3841 2020-10-15 18:33:38,673 - mmaction - INFO - Epoch [55][1160/1743] lr: 1.000e-03, eta: 21:41:56, time: 0.790, data_time: 0.009, memory: 3025, loss_cls: 2.2193, loss: 2.2193, grad_norm: 3.3809 2020-10-15 18:33:54,323 - mmaction - INFO - Epoch [55][1180/1743] lr: 1.000e-03, eta: 21:41:33, time: 0.786, data_time: 0.012, memory: 3025, loss_cls: 2.2299, loss: 2.2299, grad_norm: 3.4386 2020-10-15 18:34:10,540 - mmaction - INFO - Epoch [55][1200/1743] lr: 1.000e-03, eta: 21:41:10, time: 0.809, data_time: 0.007, memory: 3025, loss_cls: 2.2047, loss: 2.2047, grad_norm: 3.3957 2020-10-15 18:34:26,963 - mmaction - INFO - Epoch [55][1220/1743] lr: 1.000e-03, eta: 21:40:48, time: 0.826, data_time: 0.009, memory: 3025, loss_cls: 2.2006, loss: 2.2006, grad_norm: 3.3432 2020-10-15 18:34:43,668 - mmaction - INFO - Epoch [55][1240/1743] lr: 1.000e-03, eta: 21:40:26, time: 0.835, data_time: 0.004, memory: 3025, loss_cls: 2.2148, loss: 2.2148, grad_norm: 3.3744 2020-10-15 18:35:00,126 - mmaction - INFO - Epoch [55][1260/1743] lr: 1.000e-03, eta: 21:40:03, time: 0.818, data_time: 0.004, memory: 3025, loss_cls: 2.2233, loss: 2.2233, grad_norm: 3.3396 2020-10-15 18:35:16,273 - mmaction - INFO - Epoch [55][1280/1743] lr: 1.000e-03, eta: 21:39:40, time: 0.815, data_time: 0.010, memory: 3025, loss_cls: 2.2583, loss: 2.2583, grad_norm: 3.4383 2020-10-15 18:35:32,166 - mmaction - INFO - Epoch [55][1300/1743] lr: 1.000e-03, eta: 21:39:17, time: 0.790, data_time: 0.007, memory: 3025, loss_cls: 2.2473, loss: 2.2473, grad_norm: 3.4627 2020-10-15 18:35:47,294 - mmaction - INFO - Epoch [55][1320/1743] lr: 1.000e-03, eta: 21:38:54, time: 0.756, data_time: 0.006, memory: 3025, loss_cls: 2.2150, loss: 2.2150, grad_norm: 3.4203 2020-10-15 18:36:03,925 - mmaction - INFO - Epoch [55][1340/1743] lr: 1.000e-03, eta: 21:38:31, time: 0.834, data_time: 0.007, memory: 3025, loss_cls: 2.2247, loss: 2.2247, grad_norm: 3.3734 2020-10-15 18:36:20,560 - mmaction - INFO - Epoch [55][1360/1743] lr: 1.000e-03, eta: 21:38:09, time: 0.833, data_time: 0.005, memory: 3025, loss_cls: 2.2269, loss: 2.2269, grad_norm: 3.3972 2020-10-15 18:36:36,303 - mmaction - INFO - Epoch [55][1380/1743] lr: 1.000e-03, eta: 21:37:46, time: 0.785, data_time: 0.002, memory: 3025, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.4229 2020-10-15 18:36:52,820 - mmaction - INFO - Epoch [55][1400/1743] lr: 1.000e-03, eta: 21:37:24, time: 0.828, data_time: 0.005, memory: 3025, loss_cls: 2.2033, loss: 2.2033, grad_norm: 3.4106 2020-10-15 18:37:07,983 - mmaction - INFO - Epoch [55][1420/1743] lr: 1.000e-03, eta: 21:37:00, time: 0.750, data_time: 0.002, memory: 3025, loss_cls: 2.2043, loss: 2.2043, grad_norm: 3.3516 2020-10-15 18:37:24,520 - mmaction - INFO - Epoch [55][1440/1743] lr: 1.000e-03, eta: 21:36:38, time: 0.831, data_time: 0.010, memory: 3025, loss_cls: 2.2143, loss: 2.2143, grad_norm: 3.4398 2020-10-15 18:37:40,865 - mmaction - INFO - Epoch [55][1460/1743] lr: 1.000e-03, eta: 21:36:15, time: 0.819, data_time: 0.007, memory: 3025, loss_cls: 2.2311, loss: 2.2311, grad_norm: 3.3987 2020-10-15 18:37:57,511 - mmaction - INFO - Epoch [55][1480/1743] lr: 1.000e-03, eta: 21:35:53, time: 0.833, data_time: 0.004, memory: 3025, loss_cls: 2.2177, loss: 2.2177, grad_norm: 3.3637 2020-10-15 18:38:13,697 - mmaction - INFO - Epoch [55][1500/1743] lr: 1.000e-03, eta: 21:35:30, time: 0.806, data_time: 0.002, memory: 3025, loss_cls: 2.2356, loss: 2.2356, grad_norm: 3.4214 2020-10-15 18:38:30,473 - mmaction - INFO - Epoch [55][1520/1743] lr: 1.000e-03, eta: 21:35:08, time: 0.839, data_time: 0.006, memory: 3025, loss_cls: 2.2510, loss: 2.2510, grad_norm: 3.3722 2020-10-15 18:38:46,685 - mmaction - INFO - Epoch [55][1540/1743] lr: 1.000e-03, eta: 21:34:45, time: 0.810, data_time: 0.007, memory: 3025, loss_cls: 2.2025, loss: 2.2025, grad_norm: 3.4318 2020-10-15 18:39:03,123 - mmaction - INFO - Epoch [55][1560/1743] lr: 1.000e-03, eta: 21:34:23, time: 0.824, data_time: 0.009, memory: 3025, loss_cls: 2.2252, loss: 2.2252, grad_norm: 3.3683 2020-10-15 18:39:19,157 - mmaction - INFO - Epoch [55][1580/1743] lr: 1.000e-03, eta: 21:34:00, time: 0.805, data_time: 0.005, memory: 3025, loss_cls: 2.1570, loss: 2.1570, grad_norm: 3.3830 2020-10-15 18:39:36,199 - mmaction - INFO - Epoch [55][1600/1743] lr: 1.000e-03, eta: 21:33:38, time: 0.846, data_time: 0.003, memory: 3025, loss_cls: 2.2012, loss: 2.2012, grad_norm: 3.4005 2020-10-15 18:39:52,456 - mmaction - INFO - Epoch [55][1620/1743] lr: 1.000e-03, eta: 21:33:15, time: 0.815, data_time: 0.011, memory: 3025, loss_cls: 2.2159, loss: 2.2159, grad_norm: 3.4531 2020-10-15 18:40:08,196 - mmaction - INFO - Epoch [55][1640/1743] lr: 1.000e-03, eta: 21:32:52, time: 0.785, data_time: 0.005, memory: 3025, loss_cls: 2.1956, loss: 2.1956, grad_norm: 3.3152 2020-10-15 18:40:24,881 - mmaction - INFO - Epoch [55][1660/1743] lr: 1.000e-03, eta: 21:32:30, time: 0.831, data_time: 0.011, memory: 3025, loss_cls: 2.2608, loss: 2.2608, grad_norm: 3.4932 2020-10-15 18:40:40,682 - mmaction - INFO - Epoch [55][1680/1743] lr: 1.000e-03, eta: 21:32:07, time: 0.796, data_time: 0.011, memory: 3025, loss_cls: 2.2245, loss: 2.2245, grad_norm: 3.3581 2020-10-15 18:40:56,737 - mmaction - INFO - Epoch [55][1700/1743] lr: 1.000e-03, eta: 21:31:44, time: 0.800, data_time: 0.005, memory: 3025, loss_cls: 2.1897, loss: 2.1897, grad_norm: 3.3494 2020-10-15 18:41:12,351 - mmaction - INFO - Epoch [55][1720/1743] lr: 1.000e-03, eta: 21:31:21, time: 0.782, data_time: 0.008, memory: 3025, loss_cls: 2.2239, loss: 2.2239, grad_norm: 3.3662 2020-10-15 18:41:28,844 - mmaction - INFO - Epoch [55][1740/1743] lr: 1.000e-03, eta: 21:30:59, time: 0.828, data_time: 0.009, memory: 3025, loss_cls: 2.2275, loss: 2.2275, grad_norm: 3.4238 2020-10-15 18:41:33,049 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-10-15 18:43:26,130 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-15 18:43:31,851 - mmaction - INFO - mean_average_precision 0.7174 2020-10-15 18:43:31,886 - mmaction - INFO - Epoch(val) [55][1743] mean_average_precision: 0.7174 2020-10-15 18:43:59,622 - mmaction - INFO - Epoch [56][20/1743] lr: 1.000e-03, eta: 21:30:40, time: 1.386, data_time: 0.925, memory: 3025, loss_cls: 2.1529, loss: 2.1529, grad_norm: 3.3555 2020-10-15 18:44:15,253 - mmaction - INFO - Epoch [56][40/1743] lr: 1.000e-03, eta: 21:30:17, time: 0.780, data_time: 0.329, memory: 3025, loss_cls: 2.2485, loss: 2.2485, grad_norm: 3.4084 2020-10-15 18:44:31,560 - mmaction - INFO - Epoch [56][60/1743] lr: 1.000e-03, eta: 21:29:54, time: 0.811, data_time: 0.333, memory: 3025, loss_cls: 2.2297, loss: 2.2297, grad_norm: 3.4050 2020-10-15 18:44:48,262 - mmaction - INFO - Epoch [56][80/1743] lr: 1.000e-03, eta: 21:29:32, time: 0.839, data_time: 0.343, memory: 3025, loss_cls: 2.2225, loss: 2.2225, grad_norm: 3.3896 2020-10-15 18:45:04,773 - mmaction - INFO - Epoch [56][100/1743] lr: 1.000e-03, eta: 21:29:10, time: 0.824, data_time: 0.332, memory: 3025, loss_cls: 2.2010, loss: 2.2010, grad_norm: 3.3896 2020-10-15 18:45:21,108 - mmaction - INFO - Epoch [56][120/1743] lr: 1.000e-03, eta: 21:28:47, time: 0.821, data_time: 0.337, memory: 3025, loss_cls: 2.2136, loss: 2.2136, grad_norm: 3.4077 2020-10-15 18:45:36,744 - mmaction - INFO - Epoch [56][140/1743] lr: 1.000e-03, eta: 21:28:24, time: 0.779, data_time: 0.315, memory: 3025, loss_cls: 2.2044, loss: 2.2044, grad_norm: 3.3688 2020-10-15 18:45:53,194 - mmaction - INFO - Epoch [56][160/1743] lr: 1.000e-03, eta: 21:28:01, time: 0.820, data_time: 0.340, memory: 3025, loss_cls: 2.1915, loss: 2.1915, grad_norm: 3.3422 2020-10-15 18:46:08,871 - mmaction - INFO - Epoch [56][180/1743] lr: 1.000e-03, eta: 21:27:38, time: 0.784, data_time: 0.331, memory: 3025, loss_cls: 2.2059, loss: 2.2059, grad_norm: 3.4109 2020-10-15 18:46:25,538 - mmaction - INFO - Epoch [56][200/1743] lr: 1.000e-03, eta: 21:27:16, time: 0.836, data_time: 0.340, memory: 3025, loss_cls: 2.2618, loss: 2.2618, grad_norm: 3.4859 2020-10-15 18:46:42,135 - mmaction - INFO - Epoch [56][220/1743] lr: 1.000e-03, eta: 21:26:54, time: 0.832, data_time: 0.342, memory: 3025, loss_cls: 2.1713, loss: 2.1713, grad_norm: 3.3456 2020-10-15 18:46:57,777 - mmaction - INFO - Epoch [56][240/1743] lr: 1.000e-03, eta: 21:26:31, time: 0.777, data_time: 0.310, memory: 3025, loss_cls: 2.2099, loss: 2.2099, grad_norm: 3.3825 2020-10-15 18:47:14,193 - mmaction - INFO - Epoch [56][260/1743] lr: 1.000e-03, eta: 21:26:08, time: 0.827, data_time: 0.351, memory: 3025, loss_cls: 2.2251, loss: 2.2251, grad_norm: 3.4058 2020-10-15 18:47:29,765 - mmaction - INFO - Epoch [56][280/1743] lr: 1.000e-03, eta: 21:25:45, time: 0.772, data_time: 0.322, memory: 3025, loss_cls: 2.1919, loss: 2.1919, grad_norm: 3.3472 2020-10-15 18:47:46,257 - mmaction - INFO - Epoch [56][300/1743] lr: 1.000e-03, eta: 21:25:23, time: 0.829, data_time: 0.325, memory: 3025, loss_cls: 2.2317, loss: 2.2317, grad_norm: 3.4181 2020-10-15 18:48:01,278 - mmaction - INFO - Epoch [56][320/1743] lr: 1.000e-03, eta: 21:24:59, time: 0.751, data_time: 0.298, memory: 3025, loss_cls: 2.1882, loss: 2.1882, grad_norm: 3.3816 2020-10-15 18:48:17,584 - mmaction - INFO - Epoch [56][340/1743] lr: 1.000e-03, eta: 21:24:37, time: 0.816, data_time: 0.341, memory: 3025, loss_cls: 2.2138, loss: 2.2138, grad_norm: 3.4003 2020-10-15 18:48:33,777 - mmaction - INFO - Epoch [56][360/1743] lr: 1.000e-03, eta: 21:24:14, time: 0.807, data_time: 0.316, memory: 3025, loss_cls: 2.2302, loss: 2.2302, grad_norm: 3.4036 2020-10-15 18:48:50,130 - mmaction - INFO - Epoch [56][380/1743] lr: 1.000e-03, eta: 21:23:52, time: 0.818, data_time: 0.341, memory: 3025, loss_cls: 2.2145, loss: 2.2145, grad_norm: 3.3629 2020-10-15 18:49:06,426 - mmaction - INFO - Epoch [56][400/1743] lr: 1.000e-03, eta: 21:23:29, time: 0.809, data_time: 0.336, memory: 3025, loss_cls: 2.2044, loss: 2.2044, grad_norm: 3.3312 2020-10-15 18:49:21,908 - mmaction - INFO - Epoch [56][420/1743] lr: 1.000e-03, eta: 21:23:06, time: 0.778, data_time: 0.340, memory: 3025, loss_cls: 2.1637, loss: 2.1637, grad_norm: 3.3161 2020-10-15 18:49:38,139 - mmaction - INFO - Epoch [56][440/1743] lr: 1.000e-03, eta: 21:22:43, time: 0.809, data_time: 0.351, memory: 3025, loss_cls: 2.2135, loss: 2.2135, grad_norm: 3.4082 2020-10-15 18:49:54,398 - mmaction - INFO - Epoch [56][460/1743] lr: 1.000e-03, eta: 21:22:21, time: 0.815, data_time: 0.258, memory: 3025, loss_cls: 2.2015, loss: 2.2015, grad_norm: 3.4342 2020-10-15 18:50:10,967 - mmaction - INFO - Epoch [56][480/1743] lr: 1.000e-03, eta: 21:21:59, time: 0.832, data_time: 0.331, memory: 3025, loss_cls: 2.2329, loss: 2.2329, grad_norm: 3.3893 2020-10-15 18:50:27,121 - mmaction - INFO - Epoch [56][500/1743] lr: 1.000e-03, eta: 21:21:36, time: 0.810, data_time: 0.332, memory: 3025, loss_cls: 2.1977, loss: 2.1977, grad_norm: 3.4287 2020-10-15 18:50:43,643 - mmaction - INFO - Epoch [56][520/1743] lr: 1.000e-03, eta: 21:21:14, time: 0.822, data_time: 0.343, memory: 3025, loss_cls: 2.1890, loss: 2.1890, grad_norm: 3.4208 2020-10-15 18:50:59,423 - mmaction - INFO - Epoch [56][540/1743] lr: 1.000e-03, eta: 21:20:51, time: 0.792, data_time: 0.332, memory: 3025, loss_cls: 2.2044, loss: 2.2044, grad_norm: 3.4105 2020-10-15 18:51:16,064 - mmaction - INFO - Epoch [56][560/1743] lr: 1.000e-03, eta: 21:20:28, time: 0.831, data_time: 0.333, memory: 3025, loss_cls: 2.2224, loss: 2.2224, grad_norm: 3.3768 2020-10-15 18:51:32,210 - mmaction - INFO - Epoch [56][580/1743] lr: 1.000e-03, eta: 21:20:06, time: 0.803, data_time: 0.309, memory: 3025, loss_cls: 2.2502, loss: 2.2502, grad_norm: 3.4225 2020-10-15 18:51:48,412 - mmaction - INFO - Epoch [56][600/1743] lr: 1.000e-03, eta: 21:19:43, time: 0.810, data_time: 0.349, memory: 3025, loss_cls: 2.1965, loss: 2.1965, grad_norm: 3.3956 2020-10-15 18:52:04,672 - mmaction - INFO - Epoch [56][620/1743] lr: 1.000e-03, eta: 21:19:21, time: 0.819, data_time: 0.346, memory: 3025, loss_cls: 2.2230, loss: 2.2230, grad_norm: 3.4240 2020-10-15 18:52:20,805 - mmaction - INFO - Epoch [56][640/1743] lr: 1.000e-03, eta: 21:18:58, time: 0.805, data_time: 0.312, memory: 3025, loss_cls: 2.2330, loss: 2.2330, grad_norm: 3.3808 2020-10-15 18:52:36,974 - mmaction - INFO - Epoch [56][660/1743] lr: 1.000e-03, eta: 21:18:35, time: 0.803, data_time: 0.340, memory: 3025, loss_cls: 2.2133, loss: 2.2133, grad_norm: 3.3732 2020-10-15 18:52:53,665 - mmaction - INFO - Epoch [56][680/1743] lr: 1.000e-03, eta: 21:18:13, time: 0.836, data_time: 0.352, memory: 3025, loss_cls: 2.1822, loss: 2.1822, grad_norm: 3.4144 2020-10-15 18:53:09,641 - mmaction - INFO - Epoch [56][700/1743] lr: 1.000e-03, eta: 21:17:50, time: 0.801, data_time: 0.357, memory: 3025, loss_cls: 2.2440, loss: 2.2440, grad_norm: 3.4173 2020-10-15 18:53:25,656 - mmaction - INFO - Epoch [56][720/1743] lr: 1.000e-03, eta: 21:17:28, time: 0.803, data_time: 0.324, memory: 3025, loss_cls: 2.2064, loss: 2.2064, grad_norm: 3.4225 2020-10-15 18:53:41,499 - mmaction - INFO - Epoch [56][740/1743] lr: 1.000e-03, eta: 21:17:05, time: 0.791, data_time: 0.325, memory: 3025, loss_cls: 2.2024, loss: 2.2024, grad_norm: 3.4023 2020-10-15 18:53:57,619 - mmaction - INFO - Epoch [56][760/1743] lr: 1.000e-03, eta: 21:16:42, time: 0.807, data_time: 0.356, memory: 3025, loss_cls: 2.2115, loss: 2.2115, grad_norm: 3.3479 2020-10-15 18:54:14,341 - mmaction - INFO - Epoch [56][780/1743] lr: 1.000e-03, eta: 21:16:20, time: 0.831, data_time: 0.340, memory: 3025, loss_cls: 2.1933, loss: 2.1933, grad_norm: 3.3869 2020-10-15 18:54:30,559 - mmaction - INFO - Epoch [56][800/1743] lr: 1.000e-03, eta: 21:15:58, time: 0.814, data_time: 0.337, memory: 3025, loss_cls: 2.2217, loss: 2.2217, grad_norm: 3.4335 2020-10-15 18:54:46,942 - mmaction - INFO - Epoch [56][820/1743] lr: 1.000e-03, eta: 21:15:35, time: 0.814, data_time: 0.353, memory: 3025, loss_cls: 2.2119, loss: 2.2119, grad_norm: 3.4360 2020-10-15 18:55:03,218 - mmaction - INFO - Epoch [56][840/1743] lr: 1.000e-03, eta: 21:15:13, time: 0.820, data_time: 0.357, memory: 3025, loss_cls: 2.2246, loss: 2.2246, grad_norm: 3.4484 2020-10-15 18:55:19,779 - mmaction - INFO - Epoch [56][860/1743] lr: 1.000e-03, eta: 21:14:51, time: 0.831, data_time: 0.377, memory: 3025, loss_cls: 2.1942, loss: 2.1942, grad_norm: 3.4373 2020-10-15 18:55:35,727 - mmaction - INFO - Epoch [56][880/1743] lr: 1.000e-03, eta: 21:14:28, time: 0.791, data_time: 0.331, memory: 3025, loss_cls: 2.2571, loss: 2.2571, grad_norm: 3.4729 2020-10-15 18:55:51,462 - mmaction - INFO - Epoch [56][900/1743] lr: 1.000e-03, eta: 21:14:05, time: 0.788, data_time: 0.312, memory: 3025, loss_cls: 2.2075, loss: 2.2075, grad_norm: 3.3765 2020-10-15 18:56:06,797 - mmaction - INFO - Epoch [56][920/1743] lr: 1.000e-03, eta: 21:13:42, time: 0.769, data_time: 0.332, memory: 3025, loss_cls: 2.2128, loss: 2.2128, grad_norm: 3.3596 2020-10-15 18:56:21,989 - mmaction - INFO - Epoch [56][940/1743] lr: 1.000e-03, eta: 21:13:18, time: 0.761, data_time: 0.286, memory: 3025, loss_cls: 2.1640, loss: 2.1640, grad_norm: 3.3242 2020-10-15 18:56:38,820 - mmaction - INFO - Epoch [56][960/1743] lr: 1.000e-03, eta: 21:12:56, time: 0.838, data_time: 0.119, memory: 3025, loss_cls: 2.1767, loss: 2.1767, grad_norm: 3.3526 2020-10-15 18:56:54,975 - mmaction - INFO - Epoch [56][980/1743] lr: 1.000e-03, eta: 21:12:34, time: 0.813, data_time: 0.093, memory: 3025, loss_cls: 2.1771, loss: 2.1771, grad_norm: 3.3938 2020-10-15 18:57:11,646 - mmaction - INFO - Epoch [56][1000/1743] lr: 1.000e-03, eta: 21:12:12, time: 0.833, data_time: 0.190, memory: 3025, loss_cls: 2.2214, loss: 2.2214, grad_norm: 3.4200 2020-10-15 18:57:28,707 - mmaction - INFO - Epoch [56][1020/1743] lr: 1.000e-03, eta: 21:11:50, time: 0.850, data_time: 0.080, memory: 3025, loss_cls: 2.2085, loss: 2.2085, grad_norm: 3.3517 2020-10-15 18:57:45,259 - mmaction - INFO - Epoch [56][1040/1743] lr: 1.000e-03, eta: 21:11:27, time: 0.827, data_time: 0.102, memory: 3025, loss_cls: 2.2405, loss: 2.2405, grad_norm: 3.4442 2020-10-15 18:58:01,832 - mmaction - INFO - Epoch [56][1060/1743] lr: 1.000e-03, eta: 21:11:05, time: 0.829, data_time: 0.292, memory: 3025, loss_cls: 2.1725, loss: 2.1725, grad_norm: 3.3205 2020-10-15 18:58:18,870 - mmaction - INFO - Epoch [56][1080/1743] lr: 1.000e-03, eta: 21:10:43, time: 0.853, data_time: 0.360, memory: 3025, loss_cls: 2.1752, loss: 2.1752, grad_norm: 3.3785 2020-10-15 18:58:34,863 - mmaction - INFO - Epoch [56][1100/1743] lr: 1.000e-03, eta: 21:10:21, time: 0.795, data_time: 0.329, memory: 3025, loss_cls: 2.2386, loss: 2.2386, grad_norm: 3.4068 2020-10-15 18:58:50,860 - mmaction - INFO - Epoch [56][1120/1743] lr: 1.000e-03, eta: 21:09:58, time: 0.801, data_time: 0.349, memory: 3025, loss_cls: 2.2118, loss: 2.2118, grad_norm: 3.4400 2020-10-15 18:59:07,542 - mmaction - INFO - Epoch [56][1140/1743] lr: 1.000e-03, eta: 21:09:36, time: 0.838, data_time: 0.354, memory: 3025, loss_cls: 2.2175, loss: 2.2175, grad_norm: 3.4054 2020-10-15 18:59:23,905 - mmaction - INFO - Epoch [56][1160/1743] lr: 1.000e-03, eta: 21:09:14, time: 0.816, data_time: 0.326, memory: 3025, loss_cls: 2.2014, loss: 2.2014, grad_norm: 3.3682 2020-10-15 18:59:40,429 - mmaction - INFO - Epoch [56][1180/1743] lr: 1.000e-03, eta: 21:08:51, time: 0.828, data_time: 0.344, memory: 3025, loss_cls: 2.2002, loss: 2.2002, grad_norm: 3.3518 2020-10-15 18:59:55,642 - mmaction - INFO - Epoch [56][1200/1743] lr: 1.000e-03, eta: 21:08:28, time: 0.761, data_time: 0.294, memory: 3025, loss_cls: 2.2280, loss: 2.2280, grad_norm: 3.4973 2020-10-15 19:00:12,187 - mmaction - INFO - Epoch [56][1220/1743] lr: 1.000e-03, eta: 21:08:06, time: 0.826, data_time: 0.355, memory: 3025, loss_cls: 2.1803, loss: 2.1803, grad_norm: 3.3612 2020-10-15 19:00:28,916 - mmaction - INFO - Epoch [56][1240/1743] lr: 1.000e-03, eta: 21:07:44, time: 0.839, data_time: 0.345, memory: 3025, loss_cls: 2.1934, loss: 2.1934, grad_norm: 3.4706 2020-10-15 19:00:45,375 - mmaction - INFO - Epoch [56][1260/1743] lr: 1.000e-03, eta: 21:07:21, time: 0.819, data_time: 0.326, memory: 3025, loss_cls: 2.2301, loss: 2.2301, grad_norm: 3.4484 2020-10-15 19:01:01,623 - mmaction - INFO - Epoch [56][1280/1743] lr: 1.000e-03, eta: 21:06:59, time: 0.814, data_time: 0.326, memory: 3025, loss_cls: 2.2025, loss: 2.2025, grad_norm: 3.3913 2020-10-15 19:01:17,900 - mmaction - INFO - Epoch [56][1300/1743] lr: 1.000e-03, eta: 21:06:37, time: 0.814, data_time: 0.330, memory: 3025, loss_cls: 2.2416, loss: 2.2416, grad_norm: 3.4781 2020-10-15 19:01:33,623 - mmaction - INFO - Epoch [56][1320/1743] lr: 1.000e-03, eta: 21:06:14, time: 0.787, data_time: 0.324, memory: 3025, loss_cls: 2.1844, loss: 2.1844, grad_norm: 3.3860 2020-10-15 19:01:50,022 - mmaction - INFO - Epoch [56][1340/1743] lr: 1.000e-03, eta: 21:05:51, time: 0.816, data_time: 0.348, memory: 3025, loss_cls: 2.1894, loss: 2.1894, grad_norm: 3.3448 2020-10-15 19:02:06,023 - mmaction - INFO - Epoch [56][1360/1743] lr: 1.000e-03, eta: 21:05:29, time: 0.806, data_time: 0.314, memory: 3025, loss_cls: 2.2051, loss: 2.2051, grad_norm: 3.4138 2020-10-15 19:02:22,308 - mmaction - INFO - Epoch [56][1380/1743] lr: 1.000e-03, eta: 21:05:06, time: 0.809, data_time: 0.327, memory: 3025, loss_cls: 2.2268, loss: 2.2268, grad_norm: 3.4277 2020-10-15 19:02:38,695 - mmaction - INFO - Epoch [56][1400/1743] lr: 1.000e-03, eta: 21:04:44, time: 0.818, data_time: 0.327, memory: 3025, loss_cls: 2.2127, loss: 2.2127, grad_norm: 3.3287 2020-10-15 19:02:55,138 - mmaction - INFO - Epoch [56][1420/1743] lr: 1.000e-03, eta: 21:04:22, time: 0.829, data_time: 0.347, memory: 3025, loss_cls: 2.2220, loss: 2.2220, grad_norm: 3.5021 2020-10-15 19:03:10,751 - mmaction - INFO - Epoch [56][1440/1743] lr: 1.000e-03, eta: 21:03:59, time: 0.779, data_time: 0.317, memory: 3025, loss_cls: 2.2057, loss: 2.2057, grad_norm: 3.4529 2020-10-15 19:03:27,620 - mmaction - INFO - Epoch [56][1460/1743] lr: 1.000e-03, eta: 21:03:37, time: 0.845, data_time: 0.360, memory: 3025, loss_cls: 2.1831, loss: 2.1831, grad_norm: 3.3533 2020-10-15 19:03:43,801 - mmaction - INFO - Epoch [56][1480/1743] lr: 1.000e-03, eta: 21:03:14, time: 0.806, data_time: 0.336, memory: 3025, loss_cls: 2.1952, loss: 2.1952, grad_norm: 3.4122 2020-10-15 19:03:59,714 - mmaction - INFO - Epoch [56][1500/1743] lr: 1.000e-03, eta: 21:02:52, time: 0.793, data_time: 0.318, memory: 3025, loss_cls: 2.1744, loss: 2.1744, grad_norm: 3.3757 2020-10-15 19:04:15,329 - mmaction - INFO - Epoch [56][1520/1743] lr: 1.000e-03, eta: 21:02:29, time: 0.788, data_time: 0.284, memory: 3025, loss_cls: 2.2183, loss: 2.2183, grad_norm: 3.3965 2020-10-15 19:04:32,020 - mmaction - INFO - Epoch [56][1540/1743] lr: 1.000e-03, eta: 21:02:07, time: 0.831, data_time: 0.065, memory: 3025, loss_cls: 2.2373, loss: 2.2373, grad_norm: 3.5407 2020-10-15 19:04:48,478 - mmaction - INFO - Epoch [56][1560/1743] lr: 1.000e-03, eta: 21:01:44, time: 0.823, data_time: 0.005, memory: 3025, loss_cls: 2.2169, loss: 2.2169, grad_norm: 3.4455 2020-10-15 19:05:04,595 - mmaction - INFO - Epoch [56][1580/1743] lr: 1.000e-03, eta: 21:01:22, time: 0.806, data_time: 0.006, memory: 3025, loss_cls: 2.2189, loss: 2.2189, grad_norm: 3.4258 2020-10-15 19:05:21,010 - mmaction - INFO - Epoch [56][1600/1743] lr: 1.000e-03, eta: 21:01:00, time: 0.820, data_time: 0.006, memory: 3025, loss_cls: 2.1955, loss: 2.1955, grad_norm: 3.4407 2020-10-15 19:05:36,618 - mmaction - INFO - Epoch [56][1620/1743] lr: 1.000e-03, eta: 21:00:37, time: 0.781, data_time: 0.010, memory: 3025, loss_cls: 2.2089, loss: 2.2089, grad_norm: 3.4519 2020-10-15 19:05:53,084 - mmaction - INFO - Epoch [56][1640/1743] lr: 1.000e-03, eta: 21:00:14, time: 0.825, data_time: 0.005, memory: 3025, loss_cls: 2.1773, loss: 2.1773, grad_norm: 3.4078 2020-10-15 19:06:08,970 - mmaction - INFO - Epoch [56][1660/1743] lr: 1.000e-03, eta: 20:59:52, time: 0.793, data_time: 0.004, memory: 3025, loss_cls: 2.2286, loss: 2.2286, grad_norm: 3.4638 2020-10-15 19:06:24,867 - mmaction - INFO - Epoch [56][1680/1743] lr: 1.000e-03, eta: 20:59:29, time: 0.796, data_time: 0.005, memory: 3025, loss_cls: 2.2188, loss: 2.2188, grad_norm: 3.3837 2020-10-15 19:06:41,526 - mmaction - INFO - Epoch [56][1700/1743] lr: 1.000e-03, eta: 20:59:07, time: 0.829, data_time: 0.004, memory: 3025, loss_cls: 2.1888, loss: 2.1888, grad_norm: 3.3776 2020-10-15 19:06:57,183 - mmaction - INFO - Epoch [56][1720/1743] lr: 1.000e-03, eta: 20:58:44, time: 0.788, data_time: 0.011, memory: 3025, loss_cls: 2.2151, loss: 2.2151, grad_norm: 3.3687 2020-10-15 19:07:13,050 - mmaction - INFO - Epoch [56][1740/1743] lr: 1.000e-03, eta: 20:58:21, time: 0.790, data_time: 0.002, memory: 3025, loss_cls: 2.2145, loss: 2.2145, grad_norm: 3.4017 2020-10-15 19:07:54,721 - mmaction - INFO - Epoch [57][20/1743] lr: 1.000e-03, eta: 20:58:10, time: 1.844, data_time: 1.128, memory: 3025, loss_cls: 2.2062, loss: 2.2062, grad_norm: 3.4317 2020-10-15 19:08:11,854 - mmaction - INFO - Epoch [57][40/1743] lr: 1.000e-03, eta: 20:57:48, time: 0.856, data_time: 0.016, memory: 3025, loss_cls: 2.1841, loss: 2.1841, grad_norm: 3.4276 2020-10-15 19:08:29,416 - mmaction - INFO - Epoch [57][60/1743] lr: 1.000e-03, eta: 20:57:27, time: 0.881, data_time: 0.105, memory: 3025, loss_cls: 2.1978, loss: 2.1978, grad_norm: 3.4432 2020-10-15 19:08:45,696 - mmaction - INFO - Epoch [57][80/1743] lr: 1.000e-03, eta: 20:57:05, time: 0.808, data_time: 0.253, memory: 3025, loss_cls: 2.2236, loss: 2.2236, grad_norm: 3.4839 2020-10-15 19:09:02,921 - mmaction - INFO - Epoch [57][100/1743] lr: 1.000e-03, eta: 20:56:43, time: 0.860, data_time: 0.333, memory: 3025, loss_cls: 2.1890, loss: 2.1890, grad_norm: 3.3556 2020-10-15 19:09:19,238 - mmaction - INFO - Epoch [57][120/1743] lr: 1.000e-03, eta: 20:56:21, time: 0.822, data_time: 0.178, memory: 3025, loss_cls: 2.1960, loss: 2.1960, grad_norm: 3.4553 2020-10-15 19:09:36,258 - mmaction - INFO - Epoch [57][140/1743] lr: 1.000e-03, eta: 20:55:59, time: 0.853, data_time: 0.162, memory: 3025, loss_cls: 2.1980, loss: 2.1980, grad_norm: 3.3662 2020-10-15 19:09:52,560 - mmaction - INFO - Epoch [57][160/1743] lr: 1.000e-03, eta: 20:55:36, time: 0.809, data_time: 0.111, memory: 3025, loss_cls: 2.2275, loss: 2.2275, grad_norm: 3.4459 2020-10-15 19:10:08,915 - mmaction - INFO - Epoch [57][180/1743] lr: 1.000e-03, eta: 20:55:14, time: 0.818, data_time: 0.283, memory: 3025, loss_cls: 2.2146, loss: 2.2146, grad_norm: 3.4128 2020-10-15 19:10:25,084 - mmaction - INFO - Epoch [57][200/1743] lr: 1.000e-03, eta: 20:54:52, time: 0.808, data_time: 0.235, memory: 3025, loss_cls: 2.2400, loss: 2.2400, grad_norm: 3.4773 2020-10-15 19:10:40,990 - mmaction - INFO - Epoch [57][220/1743] lr: 1.000e-03, eta: 20:54:29, time: 0.798, data_time: 0.302, memory: 3025, loss_cls: 2.2281, loss: 2.2281, grad_norm: 3.4272 2020-10-15 19:10:58,082 - mmaction - INFO - Epoch [57][240/1743] lr: 1.000e-03, eta: 20:54:07, time: 0.858, data_time: 0.367, memory: 3025, loss_cls: 2.2103, loss: 2.2103, grad_norm: 3.4210 2020-10-15 19:11:14,298 - mmaction - INFO - Epoch [57][260/1743] lr: 1.000e-03, eta: 20:53:45, time: 0.804, data_time: 0.306, memory: 3025, loss_cls: 2.2414, loss: 2.2414, grad_norm: 3.5028 2020-10-15 19:11:31,079 - mmaction - INFO - Epoch [57][280/1743] lr: 1.000e-03, eta: 20:53:23, time: 0.838, data_time: 0.337, memory: 3025, loss_cls: 2.2264, loss: 2.2264, grad_norm: 3.4808 2020-10-15 19:11:47,275 - mmaction - INFO - Epoch [57][300/1743] lr: 1.000e-03, eta: 20:53:01, time: 0.817, data_time: 0.264, memory: 3025, loss_cls: 2.2187, loss: 2.2187, grad_norm: 3.4804 2020-10-15 19:12:03,852 - mmaction - INFO - Epoch [57][320/1743] lr: 1.000e-03, eta: 20:52:39, time: 0.830, data_time: 0.339, memory: 3025, loss_cls: 2.1699, loss: 2.1699, grad_norm: 3.4148 2020-10-15 19:12:20,603 - mmaction - INFO - Epoch [57][340/1743] lr: 1.000e-03, eta: 20:52:17, time: 0.835, data_time: 0.271, memory: 3025, loss_cls: 2.2107, loss: 2.2107, grad_norm: 3.4440 2020-10-15 19:12:36,673 - mmaction - INFO - Epoch [57][360/1743] lr: 1.000e-03, eta: 20:51:54, time: 0.800, data_time: 0.299, memory: 3025, loss_cls: 2.2019, loss: 2.2019, grad_norm: 3.3651 2020-10-15 19:12:52,566 - mmaction - INFO - Epoch [57][380/1743] lr: 1.000e-03, eta: 20:51:31, time: 0.799, data_time: 0.329, memory: 3025, loss_cls: 2.1645, loss: 2.1645, grad_norm: 3.3839 2020-10-15 19:13:08,346 - mmaction - INFO - Epoch [57][400/1743] lr: 1.000e-03, eta: 20:51:09, time: 0.790, data_time: 0.294, memory: 3025, loss_cls: 2.2295, loss: 2.2295, grad_norm: 3.4550 2020-10-15 19:13:24,164 - mmaction - INFO - Epoch [57][420/1743] lr: 1.000e-03, eta: 20:50:46, time: 0.789, data_time: 0.331, memory: 3025, loss_cls: 2.1754, loss: 2.1754, grad_norm: 3.3647 2020-10-15 19:13:39,975 - mmaction - INFO - Epoch [57][440/1743] lr: 1.000e-03, eta: 20:50:23, time: 0.794, data_time: 0.326, memory: 3025, loss_cls: 2.1987, loss: 2.1987, grad_norm: 3.4234 2020-10-15 19:13:56,149 - mmaction - INFO - Epoch [57][460/1743] lr: 1.000e-03, eta: 20:50:01, time: 0.804, data_time: 0.318, memory: 3025, loss_cls: 2.2287, loss: 2.2287, grad_norm: 3.4326 2020-10-15 19:14:12,307 - mmaction - INFO - Epoch [57][480/1743] lr: 1.000e-03, eta: 20:49:39, time: 0.809, data_time: 0.324, memory: 3025, loss_cls: 2.2183, loss: 2.2183, grad_norm: 3.4197 2020-10-15 19:14:28,141 - mmaction - INFO - Epoch [57][500/1743] lr: 1.000e-03, eta: 20:49:16, time: 0.794, data_time: 0.309, memory: 3025, loss_cls: 2.2018, loss: 2.2018, grad_norm: 3.4553 2020-10-15 19:14:43,928 - mmaction - INFO - Epoch [57][520/1743] lr: 1.000e-03, eta: 20:48:53, time: 0.787, data_time: 0.318, memory: 3025, loss_cls: 2.2232, loss: 2.2232, grad_norm: 3.4232 2020-10-15 19:14:59,548 - mmaction - INFO - Epoch [57][540/1743] lr: 1.000e-03, eta: 20:48:30, time: 0.783, data_time: 0.329, memory: 3025, loss_cls: 2.1883, loss: 2.1883, grad_norm: 3.3810 2020-10-15 19:15:15,134 - mmaction - INFO - Epoch [57][560/1743] lr: 1.000e-03, eta: 20:48:08, time: 0.780, data_time: 0.320, memory: 3025, loss_cls: 2.1923, loss: 2.1923, grad_norm: 3.3989 2020-10-15 19:15:31,148 - mmaction - INFO - Epoch [57][580/1743] lr: 1.000e-03, eta: 20:47:45, time: 0.797, data_time: 0.352, memory: 3025, loss_cls: 2.1911, loss: 2.1911, grad_norm: 3.4229 2020-10-15 19:15:47,517 - mmaction - INFO - Epoch [57][600/1743] lr: 1.000e-03, eta: 20:47:23, time: 0.817, data_time: 0.208, memory: 3025, loss_cls: 2.1932, loss: 2.1932, grad_norm: 3.4444 2020-10-15 19:16:04,149 - mmaction - INFO - Epoch [57][620/1743] lr: 1.000e-03, eta: 20:47:01, time: 0.834, data_time: 0.065, memory: 3025, loss_cls: 2.2235, loss: 2.2235, grad_norm: 3.4168 2020-10-15 19:16:20,475 - mmaction - INFO - Epoch [57][640/1743] lr: 1.000e-03, eta: 20:46:38, time: 0.811, data_time: 0.012, memory: 3025, loss_cls: 2.2163, loss: 2.2163, grad_norm: 3.4411 2020-10-15 19:16:37,169 - mmaction - INFO - Epoch [57][660/1743] lr: 1.000e-03, eta: 20:46:16, time: 0.836, data_time: 0.011, memory: 3025, loss_cls: 2.2368, loss: 2.2368, grad_norm: 3.5042 2020-10-15 19:16:52,813 - mmaction - INFO - Epoch [57][680/1743] lr: 1.000e-03, eta: 20:45:54, time: 0.782, data_time: 0.007, memory: 3025, loss_cls: 2.1780, loss: 2.1780, grad_norm: 3.3882 2020-10-15 19:17:09,375 - mmaction - INFO - Epoch [57][700/1743] lr: 1.000e-03, eta: 20:45:32, time: 0.827, data_time: 0.010, memory: 3025, loss_cls: 2.1989, loss: 2.1989, grad_norm: 3.3527 2020-10-15 19:17:25,651 - mmaction - INFO - Epoch [57][720/1743] lr: 1.000e-03, eta: 20:45:09, time: 0.814, data_time: 0.009, memory: 3025, loss_cls: 2.1952, loss: 2.1952, grad_norm: 3.3887 2020-10-15 19:17:42,043 - mmaction - INFO - Epoch [57][740/1743] lr: 1.000e-03, eta: 20:44:47, time: 0.822, data_time: 0.010, memory: 3025, loss_cls: 2.1550, loss: 2.1550, grad_norm: 3.3402 2020-10-15 19:17:57,606 - mmaction - INFO - Epoch [57][760/1743] lr: 1.000e-03, eta: 20:44:24, time: 0.781, data_time: 0.006, memory: 3025, loss_cls: 2.2223, loss: 2.2223, grad_norm: 3.4856 2020-10-15 19:18:13,770 - mmaction - INFO - Epoch [57][780/1743] lr: 1.000e-03, eta: 20:44:02, time: 0.798, data_time: 0.003, memory: 3025, loss_cls: 2.2336, loss: 2.2336, grad_norm: 3.4819 2020-10-15 19:18:29,260 - mmaction - INFO - Epoch [57][800/1743] lr: 1.000e-03, eta: 20:43:39, time: 0.782, data_time: 0.014, memory: 3025, loss_cls: 2.2165, loss: 2.2165, grad_norm: 3.3994 2020-10-15 19:18:45,585 - mmaction - INFO - Epoch [57][820/1743] lr: 1.000e-03, eta: 20:43:17, time: 0.814, data_time: 0.040, memory: 3025, loss_cls: 2.2026, loss: 2.2026, grad_norm: 3.4384 2020-10-15 19:19:01,359 - mmaction - INFO - Epoch [57][840/1743] lr: 1.000e-03, eta: 20:42:54, time: 0.790, data_time: 0.128, memory: 3025, loss_cls: 2.2051, loss: 2.2051, grad_norm: 3.4153 2020-10-15 19:19:18,074 - mmaction - INFO - Epoch [57][860/1743] lr: 1.000e-03, eta: 20:42:32, time: 0.835, data_time: 0.196, memory: 3025, loss_cls: 2.1685, loss: 2.1685, grad_norm: 3.4362 2020-10-15 19:19:34,345 - mmaction - INFO - Epoch [57][880/1743] lr: 1.000e-03, eta: 20:42:10, time: 0.816, data_time: 0.169, memory: 3025, loss_cls: 2.2329, loss: 2.2329, grad_norm: 3.4771 2020-10-15 19:19:49,793 - mmaction - INFO - Epoch [57][900/1743] lr: 1.000e-03, eta: 20:41:47, time: 0.775, data_time: 0.185, memory: 3025, loss_cls: 2.2351, loss: 2.2351, grad_norm: 3.4808 2020-10-15 19:20:06,154 - mmaction - INFO - Epoch [57][920/1743] lr: 1.000e-03, eta: 20:41:25, time: 0.814, data_time: 0.288, memory: 3025, loss_cls: 2.2349, loss: 2.2349, grad_norm: 3.4763 2020-10-15 19:20:22,833 - mmaction - INFO - Epoch [57][940/1743] lr: 1.000e-03, eta: 20:41:03, time: 0.836, data_time: 0.356, memory: 3025, loss_cls: 2.2049, loss: 2.2049, grad_norm: 3.4315 2020-10-15 19:20:39,655 - mmaction - INFO - Epoch [57][960/1743] lr: 1.000e-03, eta: 20:40:41, time: 0.830, data_time: 0.347, memory: 3025, loss_cls: 2.2307, loss: 2.2307, grad_norm: 3.4322 2020-10-15 19:20:55,541 - mmaction - INFO - Epoch [57][980/1743] lr: 1.000e-03, eta: 20:40:18, time: 0.800, data_time: 0.290, memory: 3025, loss_cls: 2.1924, loss: 2.1924, grad_norm: 3.3563 2020-10-15 19:21:11,443 - mmaction - INFO - Epoch [57][1000/1743] lr: 1.000e-03, eta: 20:39:56, time: 0.800, data_time: 0.293, memory: 3025, loss_cls: 2.2098, loss: 2.2098, grad_norm: 3.4415 2020-10-15 19:21:28,408 - mmaction - INFO - Epoch [57][1020/1743] lr: 1.000e-03, eta: 20:39:34, time: 0.844, data_time: 0.368, memory: 3025, loss_cls: 2.1851, loss: 2.1851, grad_norm: 3.4582 2020-10-15 19:21:45,111 - mmaction - INFO - Epoch [57][1040/1743] lr: 1.000e-03, eta: 20:39:12, time: 0.834, data_time: 0.349, memory: 3025, loss_cls: 2.1968, loss: 2.1968, grad_norm: 3.3774 2020-10-15 19:22:01,539 - mmaction - INFO - Epoch [57][1060/1743] lr: 1.000e-03, eta: 20:38:50, time: 0.825, data_time: 0.345, memory: 3025, loss_cls: 2.1835, loss: 2.1835, grad_norm: 3.4494 2020-10-15 19:22:18,338 - mmaction - INFO - Epoch [57][1080/1743] lr: 1.000e-03, eta: 20:38:28, time: 0.839, data_time: 0.384, memory: 3025, loss_cls: 2.1958, loss: 2.1958, grad_norm: 3.4196 2020-10-15 19:22:34,780 - mmaction - INFO - Epoch [57][1100/1743] lr: 1.000e-03, eta: 20:38:06, time: 0.812, data_time: 0.336, memory: 3025, loss_cls: 2.1705, loss: 2.1705, grad_norm: 3.3871 2020-10-15 19:22:51,549 - mmaction - INFO - Epoch [57][1120/1743] lr: 1.000e-03, eta: 20:37:44, time: 0.845, data_time: 0.382, memory: 3025, loss_cls: 2.2604, loss: 2.2604, grad_norm: 3.4391 2020-10-15 19:23:08,433 - mmaction - INFO - Epoch [57][1140/1743] lr: 1.000e-03, eta: 20:37:23, time: 0.846, data_time: 0.376, memory: 3025, loss_cls: 2.2130, loss: 2.2130, grad_norm: 3.4278 2020-10-15 19:23:24,703 - mmaction - INFO - Epoch [57][1160/1743] lr: 1.000e-03, eta: 20:37:00, time: 0.816, data_time: 0.324, memory: 3025, loss_cls: 2.2161, loss: 2.2161, grad_norm: 3.4941 2020-10-15 19:23:40,775 - mmaction - INFO - Epoch [57][1180/1743] lr: 1.000e-03, eta: 20:36:38, time: 0.805, data_time: 0.327, memory: 3025, loss_cls: 2.2150, loss: 2.2150, grad_norm: 3.4520 2020-10-15 19:23:57,460 - mmaction - INFO - Epoch [57][1200/1743] lr: 1.000e-03, eta: 20:36:16, time: 0.832, data_time: 0.328, memory: 3025, loss_cls: 2.1812, loss: 2.1812, grad_norm: 3.4467 2020-10-15 19:24:14,219 - mmaction - INFO - Epoch [57][1220/1743] lr: 1.000e-03, eta: 20:35:54, time: 0.838, data_time: 0.363, memory: 3025, loss_cls: 2.1938, loss: 2.1938, grad_norm: 3.4196 2020-10-15 19:24:30,783 - mmaction - INFO - Epoch [57][1240/1743] lr: 1.000e-03, eta: 20:35:32, time: 0.831, data_time: 0.359, memory: 3025, loss_cls: 2.2312, loss: 2.2312, grad_norm: 3.5055 2020-10-15 19:24:47,236 - mmaction - INFO - Epoch [57][1260/1743] lr: 1.000e-03, eta: 20:35:10, time: 0.813, data_time: 0.331, memory: 3025, loss_cls: 2.1861, loss: 2.1861, grad_norm: 3.4028 2020-10-15 19:25:03,643 - mmaction - INFO - Epoch [57][1280/1743] lr: 1.000e-03, eta: 20:34:48, time: 0.831, data_time: 0.320, memory: 3025, loss_cls: 2.2176, loss: 2.2176, grad_norm: 3.3833 2020-10-15 19:25:19,850 - mmaction - INFO - Epoch [57][1300/1743] lr: 1.000e-03, eta: 20:34:26, time: 0.809, data_time: 0.045, memory: 3025, loss_cls: 2.1738, loss: 2.1738, grad_norm: 3.4406 2020-10-15 19:25:36,350 - mmaction - INFO - Epoch [57][1320/1743] lr: 1.000e-03, eta: 20:34:04, time: 0.826, data_time: 0.004, memory: 3025, loss_cls: 2.2260, loss: 2.2260, grad_norm: 3.4649 2020-10-15 19:25:52,674 - mmaction - INFO - Epoch [57][1340/1743] lr: 1.000e-03, eta: 20:33:41, time: 0.811, data_time: 0.003, memory: 3025, loss_cls: 2.2009, loss: 2.2009, grad_norm: 3.4234 2020-10-15 19:26:10,299 - mmaction - INFO - Epoch [57][1360/1743] lr: 1.000e-03, eta: 20:33:20, time: 0.881, data_time: 0.022, memory: 3025, loss_cls: 2.1882, loss: 2.1882, grad_norm: 3.4720 2020-10-15 19:26:26,720 - mmaction - INFO - Epoch [57][1380/1743] lr: 1.000e-03, eta: 20:32:58, time: 0.820, data_time: 0.018, memory: 3025, loss_cls: 2.2183, loss: 2.2183, grad_norm: 3.4244 2020-10-15 19:26:43,296 - mmaction - INFO - Epoch [57][1400/1743] lr: 1.000e-03, eta: 20:32:36, time: 0.833, data_time: 0.008, memory: 3025, loss_cls: 2.2193, loss: 2.2193, grad_norm: 3.4069 2020-10-15 19:26:59,431 - mmaction - INFO - Epoch [57][1420/1743] lr: 1.000e-03, eta: 20:32:14, time: 0.800, data_time: 0.005, memory: 3025, loss_cls: 2.1924, loss: 2.1924, grad_norm: 3.5013 2020-10-15 19:27:15,622 - mmaction - INFO - Epoch [57][1440/1743] lr: 1.000e-03, eta: 20:31:52, time: 0.812, data_time: 0.011, memory: 3025, loss_cls: 2.2407, loss: 2.2407, grad_norm: 3.5058 2020-10-15 19:27:31,857 - mmaction - INFO - Epoch [57][1460/1743] lr: 1.000e-03, eta: 20:31:29, time: 0.817, data_time: 0.009, memory: 3025, loss_cls: 2.1929, loss: 2.1929, grad_norm: 3.3998 2020-10-15 19:27:48,077 - mmaction - INFO - Epoch [57][1480/1743] lr: 1.000e-03, eta: 20:31:07, time: 0.809, data_time: 0.004, memory: 3025, loss_cls: 2.1702, loss: 2.1702, grad_norm: 3.4353 2020-10-15 19:28:03,670 - mmaction - INFO - Epoch [57][1500/1743] lr: 1.000e-03, eta: 20:30:44, time: 0.779, data_time: 0.061, memory: 3025, loss_cls: 2.2217, loss: 2.2217, grad_norm: 3.4634 2020-10-15 19:28:19,717 - mmaction - INFO - Epoch [57][1520/1743] lr: 1.000e-03, eta: 20:30:22, time: 0.800, data_time: 0.128, memory: 3025, loss_cls: 2.1958, loss: 2.1958, grad_norm: 3.4684 2020-10-15 19:28:36,025 - mmaction - INFO - Epoch [57][1540/1743] lr: 1.000e-03, eta: 20:30:00, time: 0.815, data_time: 0.204, memory: 3025, loss_cls: 2.2288, loss: 2.2288, grad_norm: 3.4216 2020-10-15 19:28:52,436 - mmaction - INFO - Epoch [57][1560/1743] lr: 1.000e-03, eta: 20:29:38, time: 0.821, data_time: 0.164, memory: 3025, loss_cls: 2.1909, loss: 2.1909, grad_norm: 3.4353 2020-10-15 19:29:08,944 - mmaction - INFO - Epoch [57][1580/1743] lr: 1.000e-03, eta: 20:29:16, time: 0.828, data_time: 0.121, memory: 3025, loss_cls: 2.1964, loss: 2.1964, grad_norm: 3.4383 2020-10-15 19:29:25,081 - mmaction - INFO - Epoch [57][1600/1743] lr: 1.000e-03, eta: 20:28:54, time: 0.808, data_time: 0.006, memory: 3025, loss_cls: 2.2398, loss: 2.2398, grad_norm: 3.4911 2020-10-15 19:29:40,919 - mmaction - INFO - Epoch [57][1620/1743] lr: 1.000e-03, eta: 20:28:31, time: 0.789, data_time: 0.004, memory: 3025, loss_cls: 2.2043, loss: 2.2043, grad_norm: 3.4642 2020-10-15 19:29:56,846 - mmaction - INFO - Epoch [57][1640/1743] lr: 1.000e-03, eta: 20:28:09, time: 0.801, data_time: 0.009, memory: 3025, loss_cls: 2.2203, loss: 2.2203, grad_norm: 3.4660 2020-10-15 19:30:13,796 - mmaction - INFO - Epoch [57][1660/1743] lr: 1.000e-03, eta: 20:27:47, time: 0.845, data_time: 0.014, memory: 3025, loss_cls: 2.2063, loss: 2.2063, grad_norm: 3.4354 2020-10-15 19:30:29,851 - mmaction - INFO - Epoch [57][1680/1743] lr: 1.000e-03, eta: 20:27:25, time: 0.805, data_time: 0.040, memory: 3025, loss_cls: 2.2206, loss: 2.2206, grad_norm: 3.5127 2020-10-15 19:30:46,610 - mmaction - INFO - Epoch [57][1700/1743] lr: 1.000e-03, eta: 20:27:03, time: 0.834, data_time: 0.036, memory: 3025, loss_cls: 2.1879, loss: 2.1879, grad_norm: 3.4463 2020-10-15 19:31:03,001 - mmaction - INFO - Epoch [57][1720/1743] lr: 1.000e-03, eta: 20:26:41, time: 0.819, data_time: 0.089, memory: 3025, loss_cls: 2.2257, loss: 2.2257, grad_norm: 3.4168 2020-10-15 19:31:19,058 - mmaction - INFO - Epoch [57][1740/1743] lr: 1.000e-03, eta: 20:26:18, time: 0.804, data_time: 0.043, memory: 3025, loss_cls: 2.2289, loss: 2.2289, grad_norm: 3.4221 2020-10-15 19:32:02,239 - mmaction - INFO - Epoch [58][20/1743] lr: 1.000e-03, eta: 20:26:07, time: 1.907, data_time: 1.296, memory: 3025, loss_cls: 2.1731, loss: 2.1731, grad_norm: 3.4718 2020-10-15 19:32:19,745 - mmaction - INFO - Epoch [58][40/1743] lr: 1.000e-03, eta: 20:25:46, time: 0.877, data_time: 0.159, memory: 3025, loss_cls: 2.2232, loss: 2.2232, grad_norm: 3.5247 2020-10-15 19:32:36,906 - mmaction - INFO - Epoch [58][60/1743] lr: 1.000e-03, eta: 20:25:25, time: 0.851, data_time: 0.007, memory: 3025, loss_cls: 2.1961, loss: 2.1961, grad_norm: 3.4423 2020-10-15 19:32:52,056 - mmaction - INFO - Epoch [58][80/1743] lr: 1.000e-03, eta: 20:25:02, time: 0.765, data_time: 0.011, memory: 3025, loss_cls: 2.1863, loss: 2.1863, grad_norm: 3.3728 2020-10-15 19:33:08,081 - mmaction - INFO - Epoch [58][100/1743] lr: 1.000e-03, eta: 20:24:39, time: 0.792, data_time: 0.002, memory: 3025, loss_cls: 2.2103, loss: 2.2103, grad_norm: 3.5509 2020-10-15 19:33:24,480 - mmaction - INFO - Epoch [58][120/1743] lr: 1.000e-03, eta: 20:24:17, time: 0.827, data_time: 0.013, memory: 3025, loss_cls: 2.2023, loss: 2.2023, grad_norm: 3.4471 2020-10-15 19:33:41,165 - mmaction - INFO - Epoch [58][140/1743] lr: 1.000e-03, eta: 20:23:55, time: 0.834, data_time: 0.006, memory: 3025, loss_cls: 2.1834, loss: 2.1834, grad_norm: 3.4455 2020-10-15 19:33:58,328 - mmaction - INFO - Epoch [58][160/1743] lr: 1.000e-03, eta: 20:23:34, time: 0.857, data_time: 0.005, memory: 3025, loss_cls: 2.1842, loss: 2.1842, grad_norm: 3.4713 2020-10-15 19:34:14,845 - mmaction - INFO - Epoch [58][180/1743] lr: 1.000e-03, eta: 20:23:12, time: 0.822, data_time: 0.005, memory: 3025, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.4077 2020-10-15 19:34:31,187 - mmaction - INFO - Epoch [58][200/1743] lr: 1.000e-03, eta: 20:22:50, time: 0.819, data_time: 0.010, memory: 3025, loss_cls: 2.1852, loss: 2.1852, grad_norm: 3.3667 2020-10-15 19:34:46,821 - mmaction - INFO - Epoch [58][220/1743] lr: 1.000e-03, eta: 20:22:27, time: 0.786, data_time: 0.008, memory: 3025, loss_cls: 2.1898, loss: 2.1898, grad_norm: 3.4252 2020-10-15 19:35:03,116 - mmaction - INFO - Epoch [58][240/1743] lr: 1.000e-03, eta: 20:22:05, time: 0.814, data_time: 0.003, memory: 3025, loss_cls: 2.1814, loss: 2.1814, grad_norm: 3.3927 2020-10-15 19:35:19,149 - mmaction - INFO - Epoch [58][260/1743] lr: 1.000e-03, eta: 20:21:43, time: 0.803, data_time: 0.004, memory: 3025, loss_cls: 2.2076, loss: 2.2076, grad_norm: 3.4538 2020-10-15 19:35:35,488 - mmaction - INFO - Epoch [58][280/1743] lr: 1.000e-03, eta: 20:21:21, time: 0.810, data_time: 0.003, memory: 3025, loss_cls: 2.2150, loss: 2.2150, grad_norm: 3.4242 2020-10-15 19:35:51,864 - mmaction - INFO - Epoch [58][300/1743] lr: 1.000e-03, eta: 20:20:59, time: 0.817, data_time: 0.008, memory: 3025, loss_cls: 2.1878, loss: 2.1878, grad_norm: 3.4494 2020-10-15 19:36:08,598 - mmaction - INFO - Epoch [58][320/1743] lr: 1.000e-03, eta: 20:20:37, time: 0.840, data_time: 0.010, memory: 3025, loss_cls: 2.1929, loss: 2.1929, grad_norm: 3.4311 2020-10-15 19:36:24,348 - mmaction - INFO - Epoch [58][340/1743] lr: 1.000e-03, eta: 20:20:14, time: 0.792, data_time: 0.009, memory: 3025, loss_cls: 2.1991, loss: 2.1991, grad_norm: 3.4582 2020-10-15 19:36:40,585 - mmaction - INFO - Epoch [58][360/1743] lr: 1.000e-03, eta: 20:19:52, time: 0.811, data_time: 0.004, memory: 3025, loss_cls: 2.2304, loss: 2.2304, grad_norm: 3.5038 2020-10-15 19:36:56,435 - mmaction - INFO - Epoch [58][380/1743] lr: 1.000e-03, eta: 20:19:30, time: 0.789, data_time: 0.004, memory: 3025, loss_cls: 2.2142, loss: 2.2142, grad_norm: 3.5017 2020-10-15 19:37:12,907 - mmaction - INFO - Epoch [58][400/1743] lr: 1.000e-03, eta: 20:19:08, time: 0.822, data_time: 0.007, memory: 3025, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.4343 2020-10-15 19:37:28,962 - mmaction - INFO - Epoch [58][420/1743] lr: 1.000e-03, eta: 20:18:45, time: 0.806, data_time: 0.010, memory: 3025, loss_cls: 2.2478, loss: 2.2478, grad_norm: 3.4993 2020-10-15 19:37:45,179 - mmaction - INFO - Epoch [58][440/1743] lr: 1.000e-03, eta: 20:18:23, time: 0.813, data_time: 0.005, memory: 3025, loss_cls: 2.2061, loss: 2.2061, grad_norm: 3.5108 2020-10-15 19:38:01,270 - mmaction - INFO - Epoch [58][460/1743] lr: 1.000e-03, eta: 20:18:01, time: 0.803, data_time: 0.003, memory: 3025, loss_cls: 2.1923, loss: 2.1923, grad_norm: 3.3898 2020-10-15 19:38:17,534 - mmaction - INFO - Epoch [58][480/1743] lr: 1.000e-03, eta: 20:17:39, time: 0.808, data_time: 0.004, memory: 3025, loss_cls: 2.2070, loss: 2.2070, grad_norm: 3.4533 2020-10-15 19:38:33,595 - mmaction - INFO - Epoch [58][500/1743] lr: 1.000e-03, eta: 20:17:17, time: 0.808, data_time: 0.011, memory: 3025, loss_cls: 2.2189, loss: 2.2189, grad_norm: 3.4618 2020-10-15 19:38:49,372 - mmaction - INFO - Epoch [58][520/1743] lr: 1.000e-03, eta: 20:16:54, time: 0.790, data_time: 0.004, memory: 3025, loss_cls: 2.2186, loss: 2.2186, grad_norm: 3.4490 2020-10-15 19:39:05,481 - mmaction - INFO - Epoch [58][540/1743] lr: 1.000e-03, eta: 20:16:32, time: 0.806, data_time: 0.003, memory: 3025, loss_cls: 2.2042, loss: 2.2042, grad_norm: 3.4197 2020-10-15 19:39:22,179 - mmaction - INFO - Epoch [58][560/1743] lr: 1.000e-03, eta: 20:16:10, time: 0.834, data_time: 0.009, memory: 3025, loss_cls: 2.2335, loss: 2.2335, grad_norm: 3.4936 2020-10-15 19:39:38,386 - mmaction - INFO - Epoch [58][580/1743] lr: 1.000e-03, eta: 20:15:48, time: 0.802, data_time: 0.002, memory: 3025, loss_cls: 2.1887, loss: 2.1887, grad_norm: 3.3856 2020-10-15 19:39:54,559 - mmaction - INFO - Epoch [58][600/1743] lr: 1.000e-03, eta: 20:15:26, time: 0.817, data_time: 0.014, memory: 3025, loss_cls: 2.2076, loss: 2.2076, grad_norm: 3.7783 2020-10-15 19:40:10,452 - mmaction - INFO - Epoch [58][620/1743] lr: 1.000e-03, eta: 20:15:03, time: 0.794, data_time: 0.003, memory: 3025, loss_cls: 2.2112, loss: 2.2112, grad_norm: 3.4767 2020-10-15 19:40:26,504 - mmaction - INFO - Epoch [58][640/1743] lr: 1.000e-03, eta: 20:14:41, time: 0.801, data_time: 0.003, memory: 3025, loss_cls: 2.2116, loss: 2.2116, grad_norm: 3.4143 2020-10-15 19:40:42,614 - mmaction - INFO - Epoch [58][660/1743] lr: 1.000e-03, eta: 20:14:19, time: 0.800, data_time: 0.006, memory: 3025, loss_cls: 2.2094, loss: 2.2094, grad_norm: 3.3970 2020-10-15 19:40:59,249 - mmaction - INFO - Epoch [58][680/1743] lr: 1.000e-03, eta: 20:13:57, time: 0.838, data_time: 0.011, memory: 3025, loss_cls: 2.2230, loss: 2.2230, grad_norm: 3.4433 2020-10-15 19:41:15,684 - mmaction - INFO - Epoch [58][700/1743] lr: 1.000e-03, eta: 20:13:35, time: 0.821, data_time: 0.004, memory: 3025, loss_cls: 2.1957, loss: 2.1957, grad_norm: 3.4220 2020-10-15 19:41:31,664 - mmaction - INFO - Epoch [58][720/1743] lr: 1.000e-03, eta: 20:13:13, time: 0.801, data_time: 0.005, memory: 3025, loss_cls: 2.2022, loss: 2.2022, grad_norm: 3.4283 2020-10-15 19:41:48,033 - mmaction - INFO - Epoch [58][740/1743] lr: 1.000e-03, eta: 20:12:51, time: 0.816, data_time: 0.003, memory: 3025, loss_cls: 2.2068, loss: 2.2068, grad_norm: 3.4541 2020-10-15 19:42:03,968 - mmaction - INFO - Epoch [58][760/1743] lr: 1.000e-03, eta: 20:12:28, time: 0.800, data_time: 0.009, memory: 3025, loss_cls: 2.2216, loss: 2.2216, grad_norm: 3.4859 2020-10-15 19:42:20,356 - mmaction - INFO - Epoch [58][780/1743] lr: 1.000e-03, eta: 20:12:06, time: 0.819, data_time: 0.002, memory: 3025, loss_cls: 2.1999, loss: 2.1999, grad_norm: 3.4303 2020-10-15 19:42:36,592 - mmaction - INFO - Epoch [58][800/1743] lr: 1.000e-03, eta: 20:11:44, time: 0.807, data_time: 0.004, memory: 3025, loss_cls: 2.1954, loss: 2.1954, grad_norm: 3.4638 2020-10-15 19:42:52,849 - mmaction - INFO - Epoch [58][820/1743] lr: 1.000e-03, eta: 20:11:22, time: 0.814, data_time: 0.008, memory: 3025, loss_cls: 2.1999, loss: 2.1999, grad_norm: 3.4370 2020-10-15 19:43:08,522 - mmaction - INFO - Epoch [58][840/1743] lr: 1.000e-03, eta: 20:11:00, time: 0.787, data_time: 0.008, memory: 3025, loss_cls: 2.2022, loss: 2.2022, grad_norm: 3.4179 2020-10-15 19:43:24,596 - mmaction - INFO - Epoch [58][860/1743] lr: 1.000e-03, eta: 20:10:37, time: 0.804, data_time: 0.004, memory: 3025, loss_cls: 2.2159, loss: 2.2159, grad_norm: 3.4353 2020-10-15 19:43:41,105 - mmaction - INFO - Epoch [58][880/1743] lr: 1.000e-03, eta: 20:10:15, time: 0.821, data_time: 0.002, memory: 3025, loss_cls: 2.1913, loss: 2.1913, grad_norm: 3.4581 2020-10-15 19:43:57,609 - mmaction - INFO - Epoch [58][900/1743] lr: 1.000e-03, eta: 20:09:54, time: 0.825, data_time: 0.008, memory: 3025, loss_cls: 2.1927, loss: 2.1927, grad_norm: 3.4207 2020-10-15 19:44:14,058 - mmaction - INFO - Epoch [58][920/1743] lr: 1.000e-03, eta: 20:09:32, time: 0.820, data_time: 0.008, memory: 3025, loss_cls: 2.2026, loss: 2.2026, grad_norm: 3.4680 2020-10-15 19:44:30,015 - mmaction - INFO - Epoch [58][940/1743] lr: 1.000e-03, eta: 20:09:09, time: 0.804, data_time: 0.009, memory: 3025, loss_cls: 2.2243, loss: 2.2243, grad_norm: 3.4159 2020-10-15 19:44:46,542 - mmaction - INFO - Epoch [58][960/1743] lr: 1.000e-03, eta: 20:08:47, time: 0.821, data_time: 0.003, memory: 3025, loss_cls: 2.1865, loss: 2.1865, grad_norm: 3.3957 2020-10-15 19:45:02,633 - mmaction - INFO - Epoch [58][980/1743] lr: 1.000e-03, eta: 20:08:25, time: 0.805, data_time: 0.011, memory: 3025, loss_cls: 2.1685, loss: 2.1685, grad_norm: 3.4544 2020-10-15 19:45:19,005 - mmaction - INFO - Epoch [58][1000/1743] lr: 1.000e-03, eta: 20:08:03, time: 0.823, data_time: 0.011, memory: 3025, loss_cls: 2.2417, loss: 2.2417, grad_norm: 3.5049 2020-10-15 19:45:35,154 - mmaction - INFO - Epoch [58][1020/1743] lr: 1.000e-03, eta: 20:07:41, time: 0.809, data_time: 0.004, memory: 3025, loss_cls: 2.2055, loss: 2.2055, grad_norm: 3.4763 2020-10-15 19:45:51,259 - mmaction - INFO - Epoch [58][1040/1743] lr: 1.000e-03, eta: 20:07:19, time: 0.803, data_time: 0.004, memory: 3025, loss_cls: 2.2049, loss: 2.2049, grad_norm: 3.4430 2020-10-15 19:46:07,176 - mmaction - INFO - Epoch [58][1060/1743] lr: 1.000e-03, eta: 20:06:57, time: 0.797, data_time: 0.006, memory: 3025, loss_cls: 2.2220, loss: 2.2220, grad_norm: 3.4432 2020-10-15 19:46:23,169 - mmaction - INFO - Epoch [58][1080/1743] lr: 1.000e-03, eta: 20:06:34, time: 0.799, data_time: 0.002, memory: 3025, loss_cls: 2.2314, loss: 2.2314, grad_norm: 3.4964 2020-10-15 19:46:39,553 - mmaction - INFO - Epoch [58][1100/1743] lr: 1.000e-03, eta: 20:06:12, time: 0.816, data_time: 0.004, memory: 3025, loss_cls: 2.1972, loss: 2.1972, grad_norm: 3.4102 2020-10-15 19:46:55,361 - mmaction - INFO - Epoch [58][1120/1743] lr: 1.000e-03, eta: 20:05:50, time: 0.794, data_time: 0.007, memory: 3025, loss_cls: 2.1910, loss: 2.1910, grad_norm: 3.4163 2020-10-15 19:47:11,364 - mmaction - INFO - Epoch [58][1140/1743] lr: 1.000e-03, eta: 20:05:28, time: 0.796, data_time: 0.003, memory: 3025, loss_cls: 2.1988, loss: 2.1988, grad_norm: 3.4463 2020-10-15 19:47:27,618 - mmaction - INFO - Epoch [58][1160/1743] lr: 1.000e-03, eta: 20:05:06, time: 0.817, data_time: 0.007, memory: 3025, loss_cls: 2.2362, loss: 2.2362, grad_norm: 3.4275 2020-10-15 19:47:44,312 - mmaction - INFO - Epoch [58][1180/1743] lr: 1.000e-03, eta: 20:04:44, time: 0.831, data_time: 0.007, memory: 3025, loss_cls: 2.2345, loss: 2.2345, grad_norm: 3.4358 2020-10-15 19:48:00,574 - mmaction - INFO - Epoch [58][1200/1743] lr: 1.000e-03, eta: 20:04:22, time: 0.813, data_time: 0.008, memory: 3025, loss_cls: 2.2120, loss: 2.2120, grad_norm: 3.5150 2020-10-15 19:48:17,144 - mmaction - INFO - Epoch [58][1220/1743] lr: 1.000e-03, eta: 20:04:00, time: 0.833, data_time: 0.008, memory: 3025, loss_cls: 2.2055, loss: 2.2055, grad_norm: 3.5279 2020-10-15 19:48:33,720 - mmaction - INFO - Epoch [58][1240/1743] lr: 1.000e-03, eta: 20:03:38, time: 0.825, data_time: 0.002, memory: 3025, loss_cls: 2.1536, loss: 2.1536, grad_norm: 3.4336 2020-10-15 19:48:49,950 - mmaction - INFO - Epoch [58][1260/1743] lr: 1.000e-03, eta: 20:03:16, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.1743, loss: 2.1743, grad_norm: 3.4128 2020-10-15 19:49:06,582 - mmaction - INFO - Epoch [58][1280/1743] lr: 1.000e-03, eta: 20:02:55, time: 0.828, data_time: 0.002, memory: 3025, loss_cls: 2.2102, loss: 2.2102, grad_norm: 3.4588 2020-10-15 19:49:22,869 - mmaction - INFO - Epoch [58][1300/1743] lr: 1.000e-03, eta: 20:02:32, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.2080, loss: 2.2080, grad_norm: 3.4202 2020-10-15 19:49:38,919 - mmaction - INFO - Epoch [58][1320/1743] lr: 1.000e-03, eta: 20:02:10, time: 0.809, data_time: 0.014, memory: 3025, loss_cls: 2.2070, loss: 2.2070, grad_norm: 3.4556 2020-10-15 19:49:54,928 - mmaction - INFO - Epoch [58][1340/1743] lr: 1.000e-03, eta: 20:01:48, time: 0.801, data_time: 0.007, memory: 3025, loss_cls: 2.1983, loss: 2.1983, grad_norm: 3.4807 2020-10-15 19:50:11,331 - mmaction - INFO - Epoch [58][1360/1743] lr: 1.000e-03, eta: 20:01:26, time: 0.818, data_time: 0.009, memory: 3025, loss_cls: 2.2249, loss: 2.2249, grad_norm: 3.4380 2020-10-15 19:50:27,226 - mmaction - INFO - Epoch [58][1380/1743] lr: 1.000e-03, eta: 20:01:04, time: 0.800, data_time: 0.011, memory: 3025, loss_cls: 2.1656, loss: 2.1656, grad_norm: 3.4060 2020-10-15 19:50:43,630 - mmaction - INFO - Epoch [58][1400/1743] lr: 1.000e-03, eta: 20:00:42, time: 0.818, data_time: 0.007, memory: 3025, loss_cls: 2.2338, loss: 2.2338, grad_norm: 3.4930 2020-10-15 19:51:00,151 - mmaction - INFO - Epoch [58][1420/1743] lr: 1.000e-03, eta: 20:00:20, time: 0.827, data_time: 0.006, memory: 3025, loss_cls: 2.2167, loss: 2.2167, grad_norm: 3.5056 2020-10-15 19:51:15,849 - mmaction - INFO - Epoch [58][1440/1743] lr: 1.000e-03, eta: 19:59:58, time: 0.779, data_time: 0.010, memory: 3025, loss_cls: 2.2038, loss: 2.2038, grad_norm: 3.4888 2020-10-15 19:51:31,997 - mmaction - INFO - Epoch [58][1460/1743] lr: 1.000e-03, eta: 19:59:36, time: 0.812, data_time: 0.012, memory: 3025, loss_cls: 2.1946, loss: 2.1946, grad_norm: 3.4374 2020-10-15 19:51:47,995 - mmaction - INFO - Epoch [58][1480/1743] lr: 1.000e-03, eta: 19:59:13, time: 0.799, data_time: 0.008, memory: 3025, loss_cls: 2.1939, loss: 2.1939, grad_norm: 3.4535 2020-10-15 19:52:04,072 - mmaction - INFO - Epoch [58][1500/1743] lr: 1.000e-03, eta: 19:58:51, time: 0.804, data_time: 0.008, memory: 3025, loss_cls: 2.2153, loss: 2.2153, grad_norm: 3.4843 2020-10-15 19:52:20,266 - mmaction - INFO - Epoch [58][1520/1743] lr: 1.000e-03, eta: 19:58:29, time: 0.805, data_time: 0.007, memory: 3025, loss_cls: 2.2323, loss: 2.2323, grad_norm: 3.4905 2020-10-15 19:52:36,145 - mmaction - INFO - Epoch [58][1540/1743] lr: 1.000e-03, eta: 19:58:07, time: 0.797, data_time: 0.012, memory: 3025, loss_cls: 2.1995, loss: 2.1995, grad_norm: 3.4765 2020-10-15 19:52:52,412 - mmaction - INFO - Epoch [58][1560/1743] lr: 1.000e-03, eta: 19:57:45, time: 0.816, data_time: 0.011, memory: 3025, loss_cls: 2.1594, loss: 2.1594, grad_norm: 3.4041 2020-10-15 19:53:08,452 - mmaction - INFO - Epoch [58][1580/1743] lr: 1.000e-03, eta: 19:57:23, time: 0.801, data_time: 0.004, memory: 3025, loss_cls: 2.1436, loss: 2.1436, grad_norm: 3.3393 2020-10-15 19:53:25,285 - mmaction - INFO - Epoch [58][1600/1743] lr: 1.000e-03, eta: 19:57:01, time: 0.841, data_time: 0.013, memory: 3025, loss_cls: 2.2167, loss: 2.2167, grad_norm: 3.4957 2020-10-15 19:53:41,753 - mmaction - INFO - Epoch [58][1620/1743] lr: 1.000e-03, eta: 19:56:39, time: 0.824, data_time: 0.007, memory: 3025, loss_cls: 2.2178, loss: 2.2178, grad_norm: 3.5189 2020-10-15 19:53:58,719 - mmaction - INFO - Epoch [58][1640/1743] lr: 1.000e-03, eta: 19:56:18, time: 0.848, data_time: 0.004, memory: 3025, loss_cls: 2.1541, loss: 2.1541, grad_norm: 3.4419 2020-10-15 19:54:15,282 - mmaction - INFO - Epoch [58][1660/1743] lr: 1.000e-03, eta: 19:55:56, time: 0.827, data_time: 0.007, memory: 3025, loss_cls: 2.2259, loss: 2.2259, grad_norm: 3.4744 2020-10-15 19:54:31,561 - mmaction - INFO - Epoch [58][1680/1743] lr: 1.000e-03, eta: 19:55:34, time: 0.816, data_time: 0.007, memory: 3025, loss_cls: 2.2206, loss: 2.2206, grad_norm: 3.4666 2020-10-15 19:54:47,681 - mmaction - INFO - Epoch [58][1700/1743] lr: 1.000e-03, eta: 19:55:12, time: 0.803, data_time: 0.003, memory: 3025, loss_cls: 2.2222, loss: 2.2222, grad_norm: 3.4572 2020-10-15 19:55:04,487 - mmaction - INFO - Epoch [58][1720/1743] lr: 1.000e-03, eta: 19:54:50, time: 0.841, data_time: 0.007, memory: 3025, loss_cls: 2.2154, loss: 2.2154, grad_norm: 3.5059 2020-10-15 19:55:20,714 - mmaction - INFO - Epoch [58][1740/1743] lr: 1.000e-03, eta: 19:54:28, time: 0.816, data_time: 0.012, memory: 3025, loss_cls: 2.1968, loss: 2.1968, grad_norm: 3.4420 2020-10-15 19:56:03,604 - mmaction - INFO - Epoch [59][20/1743] lr: 1.000e-03, eta: 19:54:17, time: 1.908, data_time: 1.534, memory: 3025, loss_cls: 2.1934, loss: 2.1934, grad_norm: 3.4835 2020-10-15 19:56:21,163 - mmaction - INFO - Epoch [59][40/1743] lr: 1.000e-03, eta: 19:53:56, time: 0.880, data_time: 0.369, memory: 3025, loss_cls: 2.2022, loss: 2.2022, grad_norm: 3.4722 2020-10-15 19:56:37,870 - mmaction - INFO - Epoch [59][60/1743] lr: 1.000e-03, eta: 19:53:35, time: 0.834, data_time: 0.342, memory: 3025, loss_cls: 2.2375, loss: 2.2375, grad_norm: 3.5253 2020-10-15 19:56:54,868 - mmaction - INFO - Epoch [59][80/1743] lr: 1.000e-03, eta: 19:53:13, time: 0.847, data_time: 0.304, memory: 3025, loss_cls: 2.2280, loss: 2.2280, grad_norm: 3.5293 2020-10-15 19:57:10,901 - mmaction - INFO - Epoch [59][100/1743] lr: 1.000e-03, eta: 19:52:51, time: 0.806, data_time: 0.278, memory: 3025, loss_cls: 2.1864, loss: 2.1864, grad_norm: 3.4674 2020-10-15 19:57:27,850 - mmaction - INFO - Epoch [59][120/1743] lr: 1.000e-03, eta: 19:52:30, time: 0.845, data_time: 0.302, memory: 3025, loss_cls: 2.2191, loss: 2.2191, grad_norm: 3.5226 2020-10-15 19:57:44,593 - mmaction - INFO - Epoch [59][140/1743] lr: 1.000e-03, eta: 19:52:08, time: 0.839, data_time: 0.062, memory: 3025, loss_cls: 2.2080, loss: 2.2080, grad_norm: 3.5060 2020-10-15 19:58:00,350 - mmaction - INFO - Epoch [59][160/1743] lr: 1.000e-03, eta: 19:51:46, time: 0.786, data_time: 0.003, memory: 3025, loss_cls: 2.1750, loss: 2.1750, grad_norm: 3.4263 2020-10-15 19:58:17,277 - mmaction - INFO - Epoch [59][180/1743] lr: 1.000e-03, eta: 19:51:24, time: 0.841, data_time: 0.005, memory: 3025, loss_cls: 2.2077, loss: 2.2077, grad_norm: 3.4505 2020-10-15 19:58:33,558 - mmaction - INFO - Epoch [59][200/1743] lr: 1.000e-03, eta: 19:51:02, time: 0.819, data_time: 0.011, memory: 3025, loss_cls: 2.1865, loss: 2.1865, grad_norm: 3.4113 2020-10-15 19:58:50,093 - mmaction - INFO - Epoch [59][220/1743] lr: 1.000e-03, eta: 19:50:40, time: 0.824, data_time: 0.006, memory: 3025, loss_cls: 2.2076, loss: 2.2076, grad_norm: 3.5273 2020-10-15 19:59:06,120 - mmaction - INFO - Epoch [59][240/1743] lr: 1.000e-03, eta: 19:50:18, time: 0.807, data_time: 0.010, memory: 3025, loss_cls: 2.1822, loss: 2.1822, grad_norm: 3.4747 2020-10-15 19:59:22,449 - mmaction - INFO - Epoch [59][260/1743] lr: 1.000e-03, eta: 19:49:56, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.1702, loss: 2.1702, grad_norm: 3.4902 2020-10-15 19:59:39,154 - mmaction - INFO - Epoch [59][280/1743] lr: 1.000e-03, eta: 19:49:35, time: 0.829, data_time: 0.006, memory: 3025, loss_cls: 2.2136, loss: 2.2136, grad_norm: 3.4667 2020-10-15 19:59:55,455 - mmaction - INFO - Epoch [59][300/1743] lr: 1.000e-03, eta: 19:49:13, time: 0.819, data_time: 0.011, memory: 3025, loss_cls: 2.1994, loss: 2.1994, grad_norm: 3.4891 2020-10-15 20:00:12,061 - mmaction - INFO - Epoch [59][320/1743] lr: 1.000e-03, eta: 19:48:51, time: 0.833, data_time: 0.007, memory: 3025, loss_cls: 2.1830, loss: 2.1830, grad_norm: 3.4765 2020-10-15 20:00:28,018 - mmaction - INFO - Epoch [59][340/1743] lr: 1.000e-03, eta: 19:48:29, time: 0.791, data_time: 0.004, memory: 3025, loss_cls: 2.2150, loss: 2.2150, grad_norm: 3.4697 2020-10-15 20:00:44,480 - mmaction - INFO - Epoch [59][360/1743] lr: 1.000e-03, eta: 19:48:07, time: 0.829, data_time: 0.010, memory: 3025, loss_cls: 2.1962, loss: 2.1962, grad_norm: 3.4432 2020-10-15 20:01:00,414 - mmaction - INFO - Epoch [59][380/1743] lr: 1.000e-03, eta: 19:47:45, time: 0.794, data_time: 0.003, memory: 3025, loss_cls: 2.2266, loss: 2.2266, grad_norm: 3.5455 2020-10-15 20:01:16,796 - mmaction - INFO - Epoch [59][400/1743] lr: 1.000e-03, eta: 19:47:23, time: 0.824, data_time: 0.009, memory: 3025, loss_cls: 2.1787, loss: 2.1787, grad_norm: 3.5447 2020-10-15 20:01:33,732 - mmaction - INFO - Epoch [59][420/1743] lr: 1.000e-03, eta: 19:47:02, time: 0.841, data_time: 0.002, memory: 3025, loss_cls: 2.1788, loss: 2.1788, grad_norm: 3.4518 2020-10-15 20:01:50,570 - mmaction - INFO - Epoch [59][440/1743] lr: 1.000e-03, eta: 19:46:40, time: 0.843, data_time: 0.008, memory: 3025, loss_cls: 2.2002, loss: 2.2002, grad_norm: 3.4251 2020-10-15 20:02:07,052 - mmaction - INFO - Epoch [59][460/1743] lr: 1.000e-03, eta: 19:46:18, time: 0.823, data_time: 0.008, memory: 3025, loss_cls: 2.2105, loss: 2.2105, grad_norm: 3.4501 2020-10-15 20:02:23,273 - mmaction - INFO - Epoch [59][480/1743] lr: 1.000e-03, eta: 19:45:56, time: 0.811, data_time: 0.007, memory: 3025, loss_cls: 2.1949, loss: 2.1949, grad_norm: 3.4690 2020-10-15 20:02:39,735 - mmaction - INFO - Epoch [59][500/1743] lr: 1.000e-03, eta: 19:45:34, time: 0.823, data_time: 0.006, memory: 3025, loss_cls: 2.1913, loss: 2.1913, grad_norm: 3.4871 2020-10-15 20:02:56,069 - mmaction - INFO - Epoch [59][520/1743] lr: 1.000e-03, eta: 19:45:13, time: 0.818, data_time: 0.010, memory: 3025, loss_cls: 2.1760, loss: 2.1760, grad_norm: 3.4384 2020-10-15 20:03:12,031 - mmaction - INFO - Epoch [59][540/1743] lr: 1.000e-03, eta: 19:44:50, time: 0.794, data_time: 0.005, memory: 3025, loss_cls: 2.2552, loss: 2.2552, grad_norm: 3.5550 2020-10-15 20:03:28,416 - mmaction - INFO - Epoch [59][560/1743] lr: 1.000e-03, eta: 19:44:29, time: 0.824, data_time: 0.013, memory: 3025, loss_cls: 2.1797, loss: 2.1797, grad_norm: 3.4643 2020-10-15 20:03:44,097 - mmaction - INFO - Epoch [59][580/1743] lr: 1.000e-03, eta: 19:44:06, time: 0.784, data_time: 0.009, memory: 3025, loss_cls: 2.1704, loss: 2.1704, grad_norm: 3.4031 2020-10-15 20:03:59,784 - mmaction - INFO - Epoch [59][600/1743] lr: 1.000e-03, eta: 19:43:44, time: 0.781, data_time: 0.007, memory: 3025, loss_cls: 2.1914, loss: 2.1914, grad_norm: 3.4658 2020-10-15 20:04:15,958 - mmaction - INFO - Epoch [59][620/1743] lr: 1.000e-03, eta: 19:43:22, time: 0.815, data_time: 0.010, memory: 3025, loss_cls: 2.1972, loss: 2.1972, grad_norm: 3.4134 2020-10-15 20:04:32,546 - mmaction - INFO - Epoch [59][640/1743] lr: 1.000e-03, eta: 19:43:00, time: 0.827, data_time: 0.003, memory: 3025, loss_cls: 2.1961, loss: 2.1961, grad_norm: 3.4880 2020-10-15 20:04:49,146 - mmaction - INFO - Epoch [59][660/1743] lr: 1.000e-03, eta: 19:42:39, time: 0.834, data_time: 0.008, memory: 3025, loss_cls: 2.2278, loss: 2.2278, grad_norm: 3.4619 2020-10-15 20:05:05,401 - mmaction - INFO - Epoch [59][680/1743] lr: 1.000e-03, eta: 19:42:17, time: 0.807, data_time: 0.028, memory: 3025, loss_cls: 2.2025, loss: 2.2025, grad_norm: 3.4192 2020-10-15 20:05:21,646 - mmaction - INFO - Epoch [59][700/1743] lr: 1.000e-03, eta: 19:41:55, time: 0.818, data_time: 0.179, memory: 3025, loss_cls: 2.2227, loss: 2.2227, grad_norm: 3.5246 2020-10-15 20:05:37,774 - mmaction - INFO - Epoch [59][720/1743] lr: 1.000e-03, eta: 19:41:33, time: 0.805, data_time: 0.118, memory: 3025, loss_cls: 2.1816, loss: 2.1816, grad_norm: 3.4445 2020-10-15 20:05:54,435 - mmaction - INFO - Epoch [59][740/1743] lr: 1.000e-03, eta: 19:41:11, time: 0.835, data_time: 0.188, memory: 3025, loss_cls: 2.1750, loss: 2.1750, grad_norm: 3.4444 2020-10-15 20:06:11,221 - mmaction - INFO - Epoch [59][760/1743] lr: 1.000e-03, eta: 19:40:50, time: 0.833, data_time: 0.214, memory: 3025, loss_cls: 2.2164, loss: 2.2164, grad_norm: 3.4511 2020-10-15 20:06:27,856 - mmaction - INFO - Epoch [59][780/1743] lr: 1.000e-03, eta: 19:40:28, time: 0.837, data_time: 0.255, memory: 3025, loss_cls: 2.1850, loss: 2.1850, grad_norm: 3.4391 2020-10-15 20:06:45,420 - mmaction - INFO - Epoch [59][800/1743] lr: 1.000e-03, eta: 19:40:07, time: 0.878, data_time: 0.205, memory: 3025, loss_cls: 2.1832, loss: 2.1832, grad_norm: 3.5101 2020-10-15 20:07:01,410 - mmaction - INFO - Epoch [59][820/1743] lr: 1.000e-03, eta: 19:39:45, time: 0.798, data_time: 0.114, memory: 3025, loss_cls: 2.2004, loss: 2.2004, grad_norm: 3.4473 2020-10-15 20:07:17,913 - mmaction - INFO - Epoch [59][840/1743] lr: 1.000e-03, eta: 19:39:23, time: 0.828, data_time: 0.103, memory: 3025, loss_cls: 2.2104, loss: 2.2104, grad_norm: 3.5381 2020-10-15 20:07:34,374 - mmaction - INFO - Epoch [59][860/1743] lr: 1.000e-03, eta: 19:39:01, time: 0.821, data_time: 0.090, memory: 3025, loss_cls: 2.2319, loss: 2.2319, grad_norm: 3.4986 2020-10-15 20:07:50,748 - mmaction - INFO - Epoch [59][880/1743] lr: 1.000e-03, eta: 19:38:40, time: 0.821, data_time: 0.012, memory: 3025, loss_cls: 2.1955, loss: 2.1955, grad_norm: 3.4566 2020-10-15 20:08:07,704 - mmaction - INFO - Epoch [59][900/1743] lr: 1.000e-03, eta: 19:38:18, time: 0.849, data_time: 0.015, memory: 3025, loss_cls: 2.2233, loss: 2.2233, grad_norm: 3.4803 2020-10-15 20:08:24,630 - mmaction - INFO - Epoch [59][920/1743] lr: 1.000e-03, eta: 19:37:57, time: 0.844, data_time: 0.151, memory: 3025, loss_cls: 2.2063, loss: 2.2063, grad_norm: 3.4805 2020-10-15 20:08:40,795 - mmaction - INFO - Epoch [59][940/1743] lr: 1.000e-03, eta: 19:37:35, time: 0.808, data_time: 0.135, memory: 3025, loss_cls: 2.1877, loss: 2.1877, grad_norm: 3.4509 2020-10-15 20:08:57,646 - mmaction - INFO - Epoch [59][960/1743] lr: 1.000e-03, eta: 19:37:13, time: 0.845, data_time: 0.271, memory: 3025, loss_cls: 2.2444, loss: 2.2444, grad_norm: 3.5430 2020-10-15 20:09:13,817 - mmaction - INFO - Epoch [59][980/1743] lr: 1.000e-03, eta: 19:36:51, time: 0.807, data_time: 0.282, memory: 3025, loss_cls: 2.1814, loss: 2.1814, grad_norm: 3.4614 2020-10-15 20:09:30,298 - mmaction - INFO - Epoch [59][1000/1743] lr: 1.000e-03, eta: 19:36:30, time: 0.820, data_time: 0.069, memory: 3025, loss_cls: 2.1874, loss: 2.1874, grad_norm: 3.4465 2020-10-15 20:09:45,863 - mmaction - INFO - Epoch [59][1020/1743] lr: 1.000e-03, eta: 19:36:07, time: 0.783, data_time: 0.010, memory: 3025, loss_cls: 2.2314, loss: 2.2314, grad_norm: 3.5121 2020-10-15 20:10:01,662 - mmaction - INFO - Epoch [59][1040/1743] lr: 1.000e-03, eta: 19:35:45, time: 0.787, data_time: 0.032, memory: 3025, loss_cls: 2.1820, loss: 2.1820, grad_norm: 3.4940 2020-10-15 20:10:18,203 - mmaction - INFO - Epoch [59][1060/1743] lr: 1.000e-03, eta: 19:35:23, time: 0.823, data_time: 0.012, memory: 3025, loss_cls: 2.1886, loss: 2.1886, grad_norm: 3.4694 2020-10-15 20:10:34,040 - mmaction - INFO - Epoch [59][1080/1743] lr: 1.000e-03, eta: 19:35:01, time: 0.795, data_time: 0.008, memory: 3025, loss_cls: 2.2196, loss: 2.2196, grad_norm: 3.5028 2020-10-15 20:10:50,821 - mmaction - INFO - Epoch [59][1100/1743] lr: 1.000e-03, eta: 19:34:40, time: 0.839, data_time: 0.006, memory: 3025, loss_cls: 2.2181, loss: 2.2181, grad_norm: 3.4490 2020-10-15 20:11:06,736 - mmaction - INFO - Epoch [59][1120/1743] lr: 1.000e-03, eta: 19:34:18, time: 0.796, data_time: 0.005, memory: 3025, loss_cls: 2.1923, loss: 2.1923, grad_norm: 3.4690 2020-10-15 20:11:22,621 - mmaction - INFO - Epoch [59][1140/1743] lr: 1.000e-03, eta: 19:33:55, time: 0.795, data_time: 0.005, memory: 3025, loss_cls: 2.1952, loss: 2.1952, grad_norm: 3.4700 2020-10-15 20:11:38,591 - mmaction - INFO - Epoch [59][1160/1743] lr: 1.000e-03, eta: 19:33:33, time: 0.797, data_time: 0.004, memory: 3025, loss_cls: 2.2157, loss: 2.2157, grad_norm: 3.4479 2020-10-15 20:11:55,274 - mmaction - INFO - Epoch [59][1180/1743] lr: 1.000e-03, eta: 19:33:12, time: 0.838, data_time: 0.007, memory: 3025, loss_cls: 2.2223, loss: 2.2223, grad_norm: 3.4911 2020-10-15 20:12:11,149 - mmaction - INFO - Epoch [59][1200/1743] lr: 1.000e-03, eta: 19:32:50, time: 0.786, data_time: 0.003, memory: 3025, loss_cls: 2.2022, loss: 2.2022, grad_norm: 3.5385 2020-10-15 20:12:26,637 - mmaction - INFO - Epoch [59][1220/1743] lr: 1.000e-03, eta: 19:32:27, time: 0.784, data_time: 0.012, memory: 3025, loss_cls: 2.2053, loss: 2.2053, grad_norm: 3.5256 2020-10-15 20:12:42,843 - mmaction - INFO - Epoch [59][1240/1743] lr: 1.000e-03, eta: 19:32:05, time: 0.808, data_time: 0.002, memory: 3025, loss_cls: 2.1717, loss: 2.1717, grad_norm: 3.4784 2020-10-15 20:12:58,649 - mmaction - INFO - Epoch [59][1260/1743] lr: 1.000e-03, eta: 19:31:43, time: 0.788, data_time: 0.009, memory: 3025, loss_cls: 2.2168, loss: 2.2168, grad_norm: 3.4892 2020-10-15 20:13:14,656 - mmaction - INFO - Epoch [59][1280/1743] lr: 1.000e-03, eta: 19:31:21, time: 0.805, data_time: 0.010, memory: 3025, loss_cls: 2.1955, loss: 2.1955, grad_norm: 3.4977 2020-10-15 20:13:30,421 - mmaction - INFO - Epoch [59][1300/1743] lr: 1.000e-03, eta: 19:30:59, time: 0.786, data_time: 0.004, memory: 3025, loss_cls: 2.1825, loss: 2.1825, grad_norm: 3.5085 2020-10-15 20:13:46,660 - mmaction - INFO - Epoch [59][1320/1743] lr: 1.000e-03, eta: 19:30:37, time: 0.813, data_time: 0.033, memory: 3025, loss_cls: 2.2180, loss: 2.2180, grad_norm: 3.4980 2020-10-15 20:14:02,780 - mmaction - INFO - Epoch [59][1340/1743] lr: 1.000e-03, eta: 19:30:15, time: 0.807, data_time: 0.051, memory: 3025, loss_cls: 2.2521, loss: 2.2521, grad_norm: 3.5691 2020-10-15 20:14:19,073 - mmaction - INFO - Epoch [59][1360/1743] lr: 1.000e-03, eta: 19:29:53, time: 0.809, data_time: 0.039, memory: 3025, loss_cls: 2.2202, loss: 2.2202, grad_norm: 3.5091 2020-10-15 20:14:34,993 - mmaction - INFO - Epoch [59][1380/1743] lr: 1.000e-03, eta: 19:29:31, time: 0.799, data_time: 0.117, memory: 3025, loss_cls: 2.1978, loss: 2.1978, grad_norm: 3.4834 2020-10-15 20:14:50,658 - mmaction - INFO - Epoch [59][1400/1743] lr: 1.000e-03, eta: 19:29:09, time: 0.782, data_time: 0.194, memory: 3025, loss_cls: 2.1995, loss: 2.1995, grad_norm: 3.5156 2020-10-15 20:15:06,635 - mmaction - INFO - Epoch [59][1420/1743] lr: 1.000e-03, eta: 19:28:47, time: 0.802, data_time: 0.242, memory: 3025, loss_cls: 2.1682, loss: 2.1682, grad_norm: 3.4802 2020-10-15 20:15:22,428 - mmaction - INFO - Epoch [59][1440/1743] lr: 1.000e-03, eta: 19:28:25, time: 0.785, data_time: 0.296, memory: 3025, loss_cls: 2.2282, loss: 2.2282, grad_norm: 3.5451 2020-10-15 20:15:37,869 - mmaction - INFO - Epoch [59][1460/1743] lr: 1.000e-03, eta: 19:28:02, time: 0.773, data_time: 0.311, memory: 3025, loss_cls: 2.1985, loss: 2.1985, grad_norm: 3.4580 2020-10-15 20:15:53,997 - mmaction - INFO - Epoch [59][1480/1743] lr: 1.000e-03, eta: 19:27:41, time: 0.803, data_time: 0.351, memory: 3025, loss_cls: 2.1959, loss: 2.1959, grad_norm: 3.5092 2020-10-15 20:16:10,164 - mmaction - INFO - Epoch [59][1500/1743] lr: 1.000e-03, eta: 19:27:19, time: 0.813, data_time: 0.352, memory: 3025, loss_cls: 2.2159, loss: 2.2159, grad_norm: 3.4066 2020-10-15 20:16:26,802 - mmaction - INFO - Epoch [59][1520/1743] lr: 1.000e-03, eta: 19:26:57, time: 0.829, data_time: 0.337, memory: 3025, loss_cls: 2.1919, loss: 2.1919, grad_norm: 3.4580 2020-10-15 20:16:43,917 - mmaction - INFO - Epoch [59][1540/1743] lr: 1.000e-03, eta: 19:26:36, time: 0.853, data_time: 0.170, memory: 3025, loss_cls: 2.1701, loss: 2.1701, grad_norm: 3.4270 2020-10-15 20:17:00,022 - mmaction - INFO - Epoch [59][1560/1743] lr: 1.000e-03, eta: 19:26:14, time: 0.804, data_time: 0.010, memory: 3025, loss_cls: 2.2331, loss: 2.2331, grad_norm: 3.4973 2020-10-15 20:17:16,101 - mmaction - INFO - Epoch [59][1580/1743] lr: 1.000e-03, eta: 19:25:52, time: 0.811, data_time: 0.010, memory: 3025, loss_cls: 2.2563, loss: 2.2563, grad_norm: 3.5345 2020-10-15 20:17:32,098 - mmaction - INFO - Epoch [59][1600/1743] lr: 1.000e-03, eta: 19:25:30, time: 0.800, data_time: 0.003, memory: 3025, loss_cls: 2.1962, loss: 2.1962, grad_norm: 3.5387 2020-10-15 20:17:48,069 - mmaction - INFO - Epoch [59][1620/1743] lr: 1.000e-03, eta: 19:25:08, time: 0.799, data_time: 0.004, memory: 3025, loss_cls: 2.2583, loss: 2.2583, grad_norm: 3.5036 2020-10-15 20:18:04,944 - mmaction - INFO - Epoch [59][1640/1743] lr: 1.000e-03, eta: 19:24:47, time: 0.843, data_time: 0.005, memory: 3025, loss_cls: 2.1944, loss: 2.1944, grad_norm: 3.4802 2020-10-15 20:18:20,908 - mmaction - INFO - Epoch [59][1660/1743] lr: 1.000e-03, eta: 19:24:25, time: 0.797, data_time: 0.004, memory: 3025, loss_cls: 2.1390, loss: 2.1390, grad_norm: 3.4349 2020-10-15 20:18:37,078 - mmaction - INFO - Epoch [59][1680/1743] lr: 1.000e-03, eta: 19:24:03, time: 0.807, data_time: 0.008, memory: 3025, loss_cls: 2.2083, loss: 2.2083, grad_norm: 3.5061 2020-10-15 20:18:52,853 - mmaction - INFO - Epoch [59][1700/1743] lr: 1.000e-03, eta: 19:23:41, time: 0.792, data_time: 0.009, memory: 3025, loss_cls: 2.1937, loss: 2.1937, grad_norm: 3.4995 2020-10-15 20:19:09,071 - mmaction - INFO - Epoch [59][1720/1743] lr: 1.000e-03, eta: 19:23:19, time: 0.809, data_time: 0.003, memory: 3025, loss_cls: 2.2194, loss: 2.2194, grad_norm: 3.5588 2020-10-15 20:19:26,037 - mmaction - INFO - Epoch [59][1740/1743] lr: 1.000e-03, eta: 19:22:58, time: 0.851, data_time: 0.064, memory: 3025, loss_cls: 2.1760, loss: 2.1760, grad_norm: 3.4508 2020-10-15 20:20:02,564 - mmaction - INFO - Epoch [60][20/1743] lr: 1.000e-03, eta: 19:22:43, time: 1.672, data_time: 1.103, memory: 3025, loss_cls: 2.1924, loss: 2.1924, grad_norm: 3.5030 2020-10-15 20:20:20,209 - mmaction - INFO - Epoch [60][40/1743] lr: 1.000e-03, eta: 19:22:22, time: 0.879, data_time: 0.037, memory: 3025, loss_cls: 2.1885, loss: 2.1885, grad_norm: 3.4835 2020-10-15 20:20:37,254 - mmaction - INFO - Epoch [60][60/1743] lr: 1.000e-03, eta: 19:22:01, time: 0.855, data_time: 0.011, memory: 3025, loss_cls: 2.1889, loss: 2.1889, grad_norm: 3.5151 2020-10-15 20:20:54,198 - mmaction - INFO - Epoch [60][80/1743] lr: 1.000e-03, eta: 19:21:39, time: 0.851, data_time: 0.007, memory: 3025, loss_cls: 2.1647, loss: 2.1647, grad_norm: 3.4333 2020-10-15 20:21:11,487 - mmaction - INFO - Epoch [60][100/1743] lr: 1.000e-03, eta: 19:21:18, time: 0.866, data_time: 0.003, memory: 3025, loss_cls: 2.2340, loss: 2.2340, grad_norm: 3.5332 2020-10-15 20:21:28,176 - mmaction - INFO - Epoch [60][120/1743] lr: 1.000e-03, eta: 19:20:57, time: 0.833, data_time: 0.002, memory: 3025, loss_cls: 2.2305, loss: 2.2305, grad_norm: 3.5119 2020-10-15 20:21:44,797 - mmaction - INFO - Epoch [60][140/1743] lr: 1.000e-03, eta: 19:20:35, time: 0.833, data_time: 0.003, memory: 3025, loss_cls: 2.2059, loss: 2.2059, grad_norm: 3.4073 2020-10-15 20:22:01,742 - mmaction - INFO - Epoch [60][160/1743] lr: 1.000e-03, eta: 19:20:14, time: 0.841, data_time: 0.001, memory: 3025, loss_cls: 2.1726, loss: 2.1726, grad_norm: 3.4700 2020-10-15 20:22:18,652 - mmaction - INFO - Epoch [60][180/1743] lr: 1.000e-03, eta: 19:19:52, time: 0.843, data_time: 0.007, memory: 3025, loss_cls: 2.2050, loss: 2.2050, grad_norm: 3.4569 2020-10-15 20:22:34,998 - mmaction - INFO - Epoch [60][200/1743] lr: 1.000e-03, eta: 19:19:31, time: 0.815, data_time: 0.010, memory: 3025, loss_cls: 2.1697, loss: 2.1697, grad_norm: 3.4784 2020-10-15 20:22:50,973 - mmaction - INFO - Epoch [60][220/1743] lr: 1.000e-03, eta: 19:19:09, time: 0.807, data_time: 0.014, memory: 3025, loss_cls: 2.2487, loss: 2.2487, grad_norm: 3.5439 2020-10-15 20:23:07,376 - mmaction - INFO - Epoch [60][240/1743] lr: 1.000e-03, eta: 19:18:47, time: 0.817, data_time: 0.005, memory: 3025, loss_cls: 2.2043, loss: 2.2043, grad_norm: 3.4555 2020-10-15 20:23:24,123 - mmaction - INFO - Epoch [60][260/1743] lr: 1.000e-03, eta: 19:18:26, time: 0.841, data_time: 0.007, memory: 3025, loss_cls: 2.2090, loss: 2.2090, grad_norm: 3.5361 2020-10-15 20:23:40,697 - mmaction - INFO - Epoch [60][280/1743] lr: 1.000e-03, eta: 19:18:04, time: 0.828, data_time: 0.005, memory: 3025, loss_cls: 2.1659, loss: 2.1659, grad_norm: 3.4988 2020-10-15 20:23:57,315 - mmaction - INFO - Epoch [60][300/1743] lr: 1.000e-03, eta: 19:17:43, time: 0.829, data_time: 0.004, memory: 3025, loss_cls: 2.1789, loss: 2.1789, grad_norm: 3.4550 2020-10-15 20:24:13,913 - mmaction - INFO - Epoch [60][320/1743] lr: 1.000e-03, eta: 19:17:21, time: 0.831, data_time: 0.014, memory: 3025, loss_cls: 2.1955, loss: 2.1955, grad_norm: 3.4797 2020-10-15 20:24:30,474 - mmaction - INFO - Epoch [60][340/1743] lr: 1.000e-03, eta: 19:16:59, time: 0.826, data_time: 0.005, memory: 3025, loss_cls: 2.2087, loss: 2.2087, grad_norm: 3.5454 2020-10-15 20:24:47,149 - mmaction - INFO - Epoch [60][360/1743] lr: 1.000e-03, eta: 19:16:38, time: 0.833, data_time: 0.009, memory: 3025, loss_cls: 2.2178, loss: 2.2178, grad_norm: 3.5479 2020-10-15 20:25:04,085 - mmaction - INFO - Epoch [60][380/1743] lr: 1.000e-03, eta: 19:16:17, time: 0.845, data_time: 0.007, memory: 3025, loss_cls: 2.2006, loss: 2.2006, grad_norm: 3.4997 2020-10-15 20:25:19,467 - mmaction - INFO - Epoch [60][400/1743] lr: 1.000e-03, eta: 19:15:54, time: 0.775, data_time: 0.009, memory: 3025, loss_cls: 2.2047, loss: 2.2047, grad_norm: 3.5189 2020-10-15 20:25:35,211 - mmaction - INFO - Epoch [60][420/1743] lr: 1.000e-03, eta: 19:15:32, time: 0.782, data_time: 0.003, memory: 3025, loss_cls: 2.2484, loss: 2.2484, grad_norm: 3.5694 2020-10-15 20:25:51,555 - mmaction - INFO - Epoch [60][440/1743] lr: 1.000e-03, eta: 19:15:10, time: 0.816, data_time: 0.009, memory: 3025, loss_cls: 2.2114, loss: 2.2114, grad_norm: 3.4921 2020-10-15 20:26:07,355 - mmaction - INFO - Epoch [60][460/1743] lr: 1.000e-03, eta: 19:14:48, time: 0.794, data_time: 0.013, memory: 3025, loss_cls: 2.1639, loss: 2.1639, grad_norm: 3.4888 2020-10-15 20:26:23,714 - mmaction - INFO - Epoch [60][480/1743] lr: 1.000e-03, eta: 19:14:27, time: 0.809, data_time: 0.007, memory: 3025, loss_cls: 2.2116, loss: 2.2116, grad_norm: 3.5504 2020-10-15 20:26:39,739 - mmaction - INFO - Epoch [60][500/1743] lr: 1.000e-03, eta: 19:14:05, time: 0.810, data_time: 0.015, memory: 3025, loss_cls: 2.1598, loss: 2.1598, grad_norm: 3.5150 2020-10-15 20:26:55,353 - mmaction - INFO - Epoch [60][520/1743] lr: 1.000e-03, eta: 19:13:43, time: 0.779, data_time: 0.005, memory: 3025, loss_cls: 2.1757, loss: 2.1757, grad_norm: 3.4757 2020-10-15 20:27:11,187 - mmaction - INFO - Epoch [60][540/1743] lr: 1.000e-03, eta: 19:13:21, time: 0.788, data_time: 0.008, memory: 3025, loss_cls: 2.2413, loss: 2.2413, grad_norm: 3.5823 2020-10-15 20:27:26,995 - mmaction - INFO - Epoch [60][560/1743] lr: 1.000e-03, eta: 19:12:59, time: 0.795, data_time: 0.012, memory: 3025, loss_cls: 2.2281, loss: 2.2281, grad_norm: 3.5633 2020-10-15 20:27:43,453 - mmaction - INFO - Epoch [60][580/1743] lr: 1.000e-03, eta: 19:12:37, time: 0.824, data_time: 0.005, memory: 3025, loss_cls: 2.1852, loss: 2.1852, grad_norm: 3.5167 2020-10-15 20:27:59,973 - mmaction - INFO - Epoch [60][600/1743] lr: 1.000e-03, eta: 19:12:15, time: 0.826, data_time: 0.003, memory: 3025, loss_cls: 2.2057, loss: 2.2057, grad_norm: 3.4907 2020-10-15 20:28:16,402 - mmaction - INFO - Epoch [60][620/1743] lr: 1.000e-03, eta: 19:11:54, time: 0.820, data_time: 0.007, memory: 3025, loss_cls: 2.2042, loss: 2.2042, grad_norm: 3.5414 2020-10-15 20:28:32,801 - mmaction - INFO - Epoch [60][640/1743] lr: 1.000e-03, eta: 19:11:32, time: 0.817, data_time: 0.006, memory: 3025, loss_cls: 2.2152, loss: 2.2152, grad_norm: 3.4848 2020-10-15 20:28:49,369 - mmaction - INFO - Epoch [60][660/1743] lr: 1.000e-03, eta: 19:11:11, time: 0.831, data_time: 0.010, memory: 3025, loss_cls: 2.2057, loss: 2.2057, grad_norm: 3.4554 2020-10-15 20:29:05,379 - mmaction - INFO - Epoch [60][680/1743] lr: 1.000e-03, eta: 19:10:49, time: 0.801, data_time: 0.007, memory: 3025, loss_cls: 2.2070, loss: 2.2070, grad_norm: 3.5484 2020-10-15 20:29:21,923 - mmaction - INFO - Epoch [60][700/1743] lr: 1.000e-03, eta: 19:10:27, time: 0.823, data_time: 0.006, memory: 3025, loss_cls: 2.2057, loss: 2.2057, grad_norm: 3.5289 2020-10-15 20:29:38,086 - mmaction - INFO - Epoch [60][720/1743] lr: 1.000e-03, eta: 19:10:05, time: 0.816, data_time: 0.010, memory: 3025, loss_cls: 2.1997, loss: 2.1997, grad_norm: 3.5722 2020-10-15 20:29:54,645 - mmaction - INFO - Epoch [60][740/1743] lr: 1.000e-03, eta: 19:09:44, time: 0.823, data_time: 0.003, memory: 3025, loss_cls: 2.2327, loss: 2.2327, grad_norm: 3.6050 2020-10-15 20:30:10,125 - mmaction - INFO - Epoch [60][760/1743] lr: 1.000e-03, eta: 19:09:22, time: 0.775, data_time: 0.007, memory: 3025, loss_cls: 2.2094, loss: 2.2094, grad_norm: 3.5082 2020-10-15 20:30:26,497 - mmaction - INFO - Epoch [60][780/1743] lr: 1.000e-03, eta: 19:09:00, time: 0.812, data_time: 0.008, memory: 3025, loss_cls: 2.2186, loss: 2.2186, grad_norm: 3.4821 2020-10-15 20:30:42,710 - mmaction - INFO - Epoch [60][800/1743] lr: 1.000e-03, eta: 19:08:38, time: 0.820, data_time: 0.016, memory: 3025, loss_cls: 2.2024, loss: 2.2024, grad_norm: 3.5380 2020-10-15 20:30:58,884 - mmaction - INFO - Epoch [60][820/1743] lr: 1.000e-03, eta: 19:08:16, time: 0.805, data_time: 0.004, memory: 3025, loss_cls: 2.1898, loss: 2.1898, grad_norm: 3.4698 2020-10-15 20:31:14,783 - mmaction - INFO - Epoch [60][840/1743] lr: 1.000e-03, eta: 19:07:54, time: 0.796, data_time: 0.009, memory: 3025, loss_cls: 2.2157, loss: 2.2157, grad_norm: 3.5106 2020-10-15 20:31:31,489 - mmaction - INFO - Epoch [60][860/1743] lr: 1.000e-03, eta: 19:07:33, time: 0.827, data_time: 0.005, memory: 3025, loss_cls: 2.1696, loss: 2.1696, grad_norm: 3.4697 2020-10-15 20:31:47,393 - mmaction - INFO - Epoch [60][880/1743] lr: 1.000e-03, eta: 19:07:11, time: 0.804, data_time: 0.016, memory: 3025, loss_cls: 2.2041, loss: 2.2041, grad_norm: 3.4671 2020-10-15 20:32:03,696 - mmaction - INFO - Epoch [60][900/1743] lr: 1.000e-03, eta: 19:06:49, time: 0.818, data_time: 0.004, memory: 3025, loss_cls: 2.1765, loss: 2.1765, grad_norm: 3.5178 2020-10-15 20:32:19,542 - mmaction - INFO - Epoch [60][920/1743] lr: 1.000e-03, eta: 19:06:27, time: 0.792, data_time: 0.004, memory: 3025, loss_cls: 2.2017, loss: 2.2017, grad_norm: 3.5008 2020-10-15 20:32:35,903 - mmaction - INFO - Epoch [60][940/1743] lr: 1.000e-03, eta: 19:06:06, time: 0.815, data_time: 0.003, memory: 3025, loss_cls: 2.1818, loss: 2.1818, grad_norm: 3.4960 2020-10-15 20:32:51,658 - mmaction - INFO - Epoch [60][960/1743] lr: 1.000e-03, eta: 19:05:44, time: 0.790, data_time: 0.006, memory: 3025, loss_cls: 2.2195, loss: 2.2195, grad_norm: 3.4670 2020-10-15 20:33:07,884 - mmaction - INFO - Epoch [60][980/1743] lr: 1.000e-03, eta: 19:05:22, time: 0.812, data_time: 0.003, memory: 3025, loss_cls: 2.1713, loss: 2.1713, grad_norm: 3.4709 2020-10-15 20:33:23,641 - mmaction - INFO - Epoch [60][1000/1743] lr: 1.000e-03, eta: 19:05:00, time: 0.788, data_time: 0.004, memory: 3025, loss_cls: 2.2245, loss: 2.2245, grad_norm: 3.5386 2020-10-15 20:33:40,088 - mmaction - INFO - Epoch [60][1020/1743] lr: 1.000e-03, eta: 19:04:38, time: 0.818, data_time: 0.004, memory: 3025, loss_cls: 2.2066, loss: 2.2066, grad_norm: 3.5121 2020-10-15 20:33:56,419 - mmaction - INFO - Epoch [60][1040/1743] lr: 1.000e-03, eta: 19:04:17, time: 0.820, data_time: 0.008, memory: 3025, loss_cls: 2.2590, loss: 2.2590, grad_norm: 3.6027 2020-10-15 20:34:12,632 - mmaction - INFO - Epoch [60][1060/1743] lr: 1.000e-03, eta: 19:03:55, time: 0.805, data_time: 0.005, memory: 3025, loss_cls: 2.1941, loss: 2.1941, grad_norm: 3.4605 2020-10-15 20:34:29,219 - mmaction - INFO - Epoch [60][1080/1743] lr: 1.000e-03, eta: 19:03:34, time: 0.830, data_time: 0.012, memory: 3025, loss_cls: 2.2158, loss: 2.2158, grad_norm: 3.5326 2020-10-15 20:34:45,568 - mmaction - INFO - Epoch [60][1100/1743] lr: 1.000e-03, eta: 19:03:12, time: 0.810, data_time: 0.012, memory: 3025, loss_cls: 2.1668, loss: 2.1668, grad_norm: 3.4970 2020-10-15 20:35:02,461 - mmaction - INFO - Epoch [60][1120/1743] lr: 1.000e-03, eta: 19:02:51, time: 0.858, data_time: 0.019, memory: 3025, loss_cls: 2.2120, loss: 2.2120, grad_norm: 3.5053 2020-10-15 20:35:18,062 - mmaction - INFO - Epoch [60][1140/1743] lr: 1.000e-03, eta: 19:02:28, time: 0.774, data_time: 0.002, memory: 3025, loss_cls: 2.2209, loss: 2.2209, grad_norm: 3.5292 2020-10-15 20:35:34,341 - mmaction - INFO - Epoch [60][1160/1743] lr: 1.000e-03, eta: 19:02:07, time: 0.819, data_time: 0.007, memory: 3025, loss_cls: 2.2338, loss: 2.2338, grad_norm: 3.5178 2020-10-15 20:35:50,112 - mmaction - INFO - Epoch [60][1180/1743] lr: 1.000e-03, eta: 19:01:45, time: 0.788, data_time: 0.003, memory: 3025, loss_cls: 2.2083, loss: 2.2083, grad_norm: 3.5484 2020-10-15 20:36:05,425 - mmaction - INFO - Epoch [60][1200/1743] lr: 1.000e-03, eta: 19:01:23, time: 0.764, data_time: 0.004, memory: 3025, loss_cls: 2.2242, loss: 2.2242, grad_norm: 3.6190 2020-10-15 20:36:21,130 - mmaction - INFO - Epoch [60][1220/1743] lr: 1.000e-03, eta: 19:01:00, time: 0.783, data_time: 0.005, memory: 3025, loss_cls: 2.1637, loss: 2.1637, grad_norm: 3.5090 2020-10-15 20:36:38,266 - mmaction - INFO - Epoch [60][1240/1743] lr: 1.000e-03, eta: 19:00:39, time: 0.854, data_time: 0.008, memory: 3025, loss_cls: 2.2226, loss: 2.2226, grad_norm: 3.5627 2020-10-15 20:36:54,884 - mmaction - INFO - Epoch [60][1260/1743] lr: 1.000e-03, eta: 19:00:18, time: 0.835, data_time: 0.010, memory: 3025, loss_cls: 2.1785, loss: 2.1785, grad_norm: 3.5130 2020-10-15 20:37:10,824 - mmaction - INFO - Epoch [60][1280/1743] lr: 1.000e-03, eta: 18:59:56, time: 0.799, data_time: 0.009, memory: 3025, loss_cls: 2.2370, loss: 2.2370, grad_norm: 3.5680 2020-10-15 20:37:26,366 - mmaction - INFO - Epoch [60][1300/1743] lr: 1.000e-03, eta: 18:59:34, time: 0.780, data_time: 0.006, memory: 3025, loss_cls: 2.2032, loss: 2.2032, grad_norm: 3.5158 2020-10-15 20:37:42,857 - mmaction - INFO - Epoch [60][1320/1743] lr: 1.000e-03, eta: 18:59:12, time: 0.818, data_time: 0.003, memory: 3025, loss_cls: 2.1934, loss: 2.1934, grad_norm: 3.4668 2020-10-15 20:37:58,913 - mmaction - INFO - Epoch [60][1340/1743] lr: 1.000e-03, eta: 18:58:51, time: 0.805, data_time: 0.011, memory: 3025, loss_cls: 2.1997, loss: 2.1997, grad_norm: 3.4804 2020-10-15 20:38:15,132 - mmaction - INFO - Epoch [60][1360/1743] lr: 1.000e-03, eta: 18:58:29, time: 0.809, data_time: 0.013, memory: 3025, loss_cls: 2.2103, loss: 2.2103, grad_norm: 3.5277 2020-10-15 20:38:31,206 - mmaction - INFO - Epoch [60][1380/1743] lr: 1.000e-03, eta: 18:58:07, time: 0.810, data_time: 0.010, memory: 3025, loss_cls: 2.2217, loss: 2.2217, grad_norm: 3.5135 2020-10-15 20:38:47,465 - mmaction - INFO - Epoch [60][1400/1743] lr: 1.000e-03, eta: 18:57:45, time: 0.809, data_time: 0.003, memory: 3025, loss_cls: 2.1971, loss: 2.1971, grad_norm: 3.4663 2020-10-15 20:39:03,962 - mmaction - INFO - Epoch [60][1420/1743] lr: 1.000e-03, eta: 18:57:24, time: 0.826, data_time: 0.006, memory: 3025, loss_cls: 2.2031, loss: 2.2031, grad_norm: 3.5327 2020-10-15 20:39:20,009 - mmaction - INFO - Epoch [60][1440/1743] lr: 1.000e-03, eta: 18:57:02, time: 0.796, data_time: 0.005, memory: 3025, loss_cls: 2.1369, loss: 2.1369, grad_norm: 3.4305 2020-10-15 20:39:36,588 - mmaction - INFO - Epoch [60][1460/1743] lr: 1.000e-03, eta: 18:56:41, time: 0.833, data_time: 0.008, memory: 3025, loss_cls: 2.2096, loss: 2.2096, grad_norm: 3.5005 2020-10-15 20:39:52,585 - mmaction - INFO - Epoch [60][1480/1743] lr: 1.000e-03, eta: 18:56:19, time: 0.799, data_time: 0.006, memory: 3025, loss_cls: 2.2131, loss: 2.2131, grad_norm: 3.4901 2020-10-15 20:40:08,407 - mmaction - INFO - Epoch [60][1500/1743] lr: 1.000e-03, eta: 18:55:57, time: 0.790, data_time: 0.009, memory: 3025, loss_cls: 2.1716, loss: 2.1716, grad_norm: 3.4828 2020-10-15 20:40:24,892 - mmaction - INFO - Epoch [60][1520/1743] lr: 1.000e-03, eta: 18:55:35, time: 0.824, data_time: 0.008, memory: 3025, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.4793 2020-10-15 20:40:41,549 - mmaction - INFO - Epoch [60][1540/1743] lr: 1.000e-03, eta: 18:55:14, time: 0.831, data_time: 0.007, memory: 3025, loss_cls: 2.1799, loss: 2.1799, grad_norm: 3.5339 2020-10-15 20:40:57,729 - mmaction - INFO - Epoch [60][1560/1743] lr: 1.000e-03, eta: 18:54:52, time: 0.815, data_time: 0.008, memory: 3025, loss_cls: 2.2114, loss: 2.2114, grad_norm: 3.5283 2020-10-15 20:41:14,019 - mmaction - INFO - Epoch [60][1580/1743] lr: 1.000e-03, eta: 18:54:31, time: 0.811, data_time: 0.002, memory: 3025, loss_cls: 2.2157, loss: 2.2157, grad_norm: 3.5270 2020-10-15 20:41:30,258 - mmaction - INFO - Epoch [60][1600/1743] lr: 1.000e-03, eta: 18:54:09, time: 0.814, data_time: 0.006, memory: 3025, loss_cls: 2.1856, loss: 2.1856, grad_norm: 3.4762 2020-10-15 20:41:46,744 - mmaction - INFO - Epoch [60][1620/1743] lr: 1.000e-03, eta: 18:53:48, time: 0.821, data_time: 0.006, memory: 3025, loss_cls: 2.2045, loss: 2.2045, grad_norm: 3.5299 2020-10-15 20:42:03,239 - mmaction - INFO - Epoch [60][1640/1743] lr: 1.000e-03, eta: 18:53:26, time: 0.827, data_time: 0.006, memory: 3025, loss_cls: 2.2199, loss: 2.2199, grad_norm: 3.5665 2020-10-15 20:42:19,689 - mmaction - INFO - Epoch [60][1660/1743] lr: 1.000e-03, eta: 18:53:05, time: 0.821, data_time: 0.005, memory: 3025, loss_cls: 2.1812, loss: 2.1812, grad_norm: 3.4899 2020-10-15 20:42:36,490 - mmaction - INFO - Epoch [60][1680/1743] lr: 1.000e-03, eta: 18:52:43, time: 0.843, data_time: 0.007, memory: 3025, loss_cls: 2.2023, loss: 2.2023, grad_norm: 3.5305 2020-10-15 20:42:52,358 - mmaction - INFO - Epoch [60][1700/1743] lr: 1.000e-03, eta: 18:52:21, time: 0.789, data_time: 0.003, memory: 3025, loss_cls: 2.2011, loss: 2.2011, grad_norm: 3.4874 2020-10-15 20:43:09,091 - mmaction - INFO - Epoch [60][1720/1743] lr: 1.000e-03, eta: 18:52:00, time: 0.830, data_time: 0.009, memory: 3025, loss_cls: 2.2118, loss: 2.2118, grad_norm: 3.5408 2020-10-15 20:43:25,478 - mmaction - INFO - Epoch [60][1740/1743] lr: 1.000e-03, eta: 18:51:39, time: 0.831, data_time: 0.023, memory: 3025, loss_cls: 2.2019, loss: 2.2019, grad_norm: 3.5411 2020-10-15 20:43:30,292 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-10-15 20:45:27,260 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-15 20:45:33,303 - mmaction - INFO - mean_average_precision 0.7170 2020-10-15 20:45:33,381 - mmaction - INFO - Epoch(val) [60][1743] mean_average_precision: 0.7170 2020-10-15 20:46:00,681 - mmaction - INFO - Epoch [61][20/1743] lr: 1.000e-03, eta: 18:51:19, time: 1.358, data_time: 0.930, memory: 3025, loss_cls: 2.1748, loss: 2.1748, grad_norm: 3.4291 2020-10-15 20:46:15,836 - mmaction - INFO - Epoch [61][40/1743] lr: 1.000e-03, eta: 18:50:57, time: 0.755, data_time: 0.338, memory: 3025, loss_cls: 2.1960, loss: 2.1960, grad_norm: 3.4723 2020-10-15 20:46:32,702 - mmaction - INFO - Epoch [61][60/1743] lr: 1.000e-03, eta: 18:50:36, time: 0.850, data_time: 0.192, memory: 3025, loss_cls: 2.1763, loss: 2.1763, grad_norm: 3.5946 2020-10-15 20:46:48,735 - mmaction - INFO - Epoch [61][80/1743] lr: 1.000e-03, eta: 18:50:14, time: 0.802, data_time: 0.006, memory: 3025, loss_cls: 2.2289, loss: 2.2289, grad_norm: 3.5801 2020-10-15 20:47:05,991 - mmaction - INFO - Epoch [61][100/1743] lr: 1.000e-03, eta: 18:49:53, time: 0.865, data_time: 0.007, memory: 3025, loss_cls: 2.2072, loss: 2.2072, grad_norm: 3.5730 2020-10-15 20:47:22,525 - mmaction - INFO - Epoch [61][120/1743] lr: 1.000e-03, eta: 18:49:32, time: 0.822, data_time: 0.002, memory: 3025, loss_cls: 2.1801, loss: 2.1801, grad_norm: 3.4799 2020-10-15 20:47:38,816 - mmaction - INFO - Epoch [61][140/1743] lr: 1.000e-03, eta: 18:49:10, time: 0.816, data_time: 0.007, memory: 3025, loss_cls: 2.2065, loss: 2.2065, grad_norm: 3.4860 2020-10-15 20:47:54,883 - mmaction - INFO - Epoch [61][160/1743] lr: 1.000e-03, eta: 18:48:48, time: 0.802, data_time: 0.012, memory: 3025, loss_cls: 2.2120, loss: 2.2120, grad_norm: 3.5285 2020-10-15 20:48:11,976 - mmaction - INFO - Epoch [61][180/1743] lr: 1.000e-03, eta: 18:48:27, time: 0.857, data_time: 0.011, memory: 3025, loss_cls: 2.2121, loss: 2.2121, grad_norm: 3.5144 2020-10-15 20:48:28,219 - mmaction - INFO - Epoch [61][200/1743] lr: 1.000e-03, eta: 18:48:06, time: 0.812, data_time: 0.006, memory: 3025, loss_cls: 2.1887, loss: 2.1887, grad_norm: 3.4820 2020-10-15 20:48:44,398 - mmaction - INFO - Epoch [61][220/1743] lr: 1.000e-03, eta: 18:47:44, time: 0.812, data_time: 0.005, memory: 3025, loss_cls: 2.2204, loss: 2.2204, grad_norm: 3.5633 2020-10-15 20:49:00,501 - mmaction - INFO - Epoch [61][240/1743] lr: 1.000e-03, eta: 18:47:22, time: 0.806, data_time: 0.004, memory: 3025, loss_cls: 2.1632, loss: 2.1632, grad_norm: 3.4763 2020-10-15 20:49:16,837 - mmaction - INFO - Epoch [61][260/1743] lr: 1.000e-03, eta: 18:47:01, time: 0.814, data_time: 0.003, memory: 3025, loss_cls: 2.2285, loss: 2.2285, grad_norm: 3.4874 2020-10-15 20:49:32,648 - mmaction - INFO - Epoch [61][280/1743] lr: 1.000e-03, eta: 18:46:39, time: 0.784, data_time: 0.003, memory: 3025, loss_cls: 2.2343, loss: 2.2343, grad_norm: 3.4695 2020-10-15 20:49:48,849 - mmaction - INFO - Epoch [61][300/1743] lr: 1.000e-03, eta: 18:46:17, time: 0.818, data_time: 0.010, memory: 3025, loss_cls: 2.2180, loss: 2.2180, grad_norm: 3.5361 2020-10-15 20:50:04,687 - mmaction - INFO - Epoch [61][320/1743] lr: 1.000e-03, eta: 18:45:55, time: 0.787, data_time: 0.004, memory: 3025, loss_cls: 2.2242, loss: 2.2242, grad_norm: 3.5929 2020-10-15 20:50:20,666 - mmaction - INFO - Epoch [61][340/1743] lr: 1.000e-03, eta: 18:45:34, time: 0.798, data_time: 0.012, memory: 3025, loss_cls: 2.1653, loss: 2.1653, grad_norm: 3.5021 2020-10-15 20:50:36,696 - mmaction - INFO - Epoch [61][360/1743] lr: 1.000e-03, eta: 18:45:12, time: 0.804, data_time: 0.010, memory: 3025, loss_cls: 2.1988, loss: 2.1988, grad_norm: 3.5788 2020-10-15 20:50:52,728 - mmaction - INFO - Epoch [61][380/1743] lr: 1.000e-03, eta: 18:44:50, time: 0.802, data_time: 0.010, memory: 3025, loss_cls: 2.1878, loss: 2.1878, grad_norm: 3.5023 2020-10-15 20:51:09,124 - mmaction - INFO - Epoch [61][400/1743] lr: 1.000e-03, eta: 18:44:29, time: 0.818, data_time: 0.007, memory: 3025, loss_cls: 2.1713, loss: 2.1713, grad_norm: 3.4749 2020-10-15 20:51:24,361 - mmaction - INFO - Epoch [61][420/1743] lr: 1.000e-03, eta: 18:44:06, time: 0.761, data_time: 0.007, memory: 3025, loss_cls: 2.1968, loss: 2.1968, grad_norm: 3.5334 2020-10-15 20:51:40,427 - mmaction - INFO - Epoch [61][440/1743] lr: 1.000e-03, eta: 18:43:45, time: 0.807, data_time: 0.007, memory: 3025, loss_cls: 2.1621, loss: 2.1621, grad_norm: 3.4808 2020-10-15 20:51:57,011 - mmaction - INFO - Epoch [61][460/1743] lr: 1.000e-03, eta: 18:43:23, time: 0.823, data_time: 0.006, memory: 3025, loss_cls: 2.2159, loss: 2.2159, grad_norm: 3.5559 2020-10-15 20:52:12,873 - mmaction - INFO - Epoch [61][480/1743] lr: 1.000e-03, eta: 18:43:02, time: 0.796, data_time: 0.011, memory: 3025, loss_cls: 2.2172, loss: 2.2172, grad_norm: 3.5476 2020-10-15 20:52:28,989 - mmaction - INFO - Epoch [61][500/1743] lr: 1.000e-03, eta: 18:42:40, time: 0.808, data_time: 0.009, memory: 3025, loss_cls: 2.2102, loss: 2.2102, grad_norm: 3.6161 2020-10-15 20:52:45,636 - mmaction - INFO - Epoch [61][520/1743] lr: 1.000e-03, eta: 18:42:19, time: 0.832, data_time: 0.005, memory: 3025, loss_cls: 2.1763, loss: 2.1763, grad_norm: 3.4526 2020-10-15 20:53:01,819 - mmaction - INFO - Epoch [61][540/1743] lr: 1.000e-03, eta: 18:41:57, time: 0.808, data_time: 0.004, memory: 3025, loss_cls: 2.1805, loss: 2.1805, grad_norm: 3.5777 2020-10-15 20:53:17,607 - mmaction - INFO - Epoch [61][560/1743] lr: 1.000e-03, eta: 18:41:35, time: 0.790, data_time: 0.006, memory: 3025, loss_cls: 2.2043, loss: 2.2043, grad_norm: 3.4899 2020-10-15 20:53:34,160 - mmaction - INFO - Epoch [61][580/1743] lr: 1.000e-03, eta: 18:41:14, time: 0.828, data_time: 0.006, memory: 3025, loss_cls: 2.2196, loss: 2.2196, grad_norm: 3.5024 2020-10-15 20:53:50,340 - mmaction - INFO - Epoch [61][600/1743] lr: 1.000e-03, eta: 18:40:52, time: 0.809, data_time: 0.006, memory: 3025, loss_cls: 2.1910, loss: 2.1910, grad_norm: 3.4639 2020-10-15 20:54:07,200 - mmaction - INFO - Epoch [61][620/1743] lr: 1.000e-03, eta: 18:40:31, time: 0.844, data_time: 0.005, memory: 3025, loss_cls: 2.2173, loss: 2.2173, grad_norm: 3.5066 2020-10-15 20:54:23,517 - mmaction - INFO - Epoch [61][640/1743] lr: 1.000e-03, eta: 18:40:09, time: 0.815, data_time: 0.004, memory: 3025, loss_cls: 2.2018, loss: 2.2018, grad_norm: 3.5386 2020-10-15 20:54:38,688 - mmaction - INFO - Epoch [61][660/1743] lr: 1.000e-03, eta: 18:39:47, time: 0.759, data_time: 0.008, memory: 3025, loss_cls: 2.1816, loss: 2.1816, grad_norm: 3.5929 2020-10-15 20:54:55,754 - mmaction - INFO - Epoch [61][680/1743] lr: 1.000e-03, eta: 18:39:26, time: 0.853, data_time: 0.009, memory: 3025, loss_cls: 2.1810, loss: 2.1810, grad_norm: 3.5430 2020-10-15 20:55:11,894 - mmaction - INFO - Epoch [61][700/1743] lr: 1.000e-03, eta: 18:39:04, time: 0.806, data_time: 0.006, memory: 3025, loss_cls: 2.1579, loss: 2.1579, grad_norm: 3.4905 2020-10-15 20:55:28,219 - mmaction - INFO - Epoch [61][720/1743] lr: 1.000e-03, eta: 18:38:43, time: 0.814, data_time: 0.005, memory: 3025, loss_cls: 2.1808, loss: 2.1808, grad_norm: 3.5670 2020-10-15 20:55:44,802 - mmaction - INFO - Epoch [61][740/1743] lr: 1.000e-03, eta: 18:38:22, time: 0.834, data_time: 0.010, memory: 3025, loss_cls: 2.2131, loss: 2.2131, grad_norm: 3.5179 2020-10-15 20:56:01,466 - mmaction - INFO - Epoch [61][760/1743] lr: 1.000e-03, eta: 18:38:00, time: 0.827, data_time: 0.003, memory: 3025, loss_cls: 2.1861, loss: 2.1861, grad_norm: 3.4979 2020-10-15 20:56:18,018 - mmaction - INFO - Epoch [61][780/1743] lr: 1.000e-03, eta: 18:37:39, time: 0.829, data_time: 0.012, memory: 3025, loss_cls: 2.1839, loss: 2.1839, grad_norm: 3.4904 2020-10-15 20:56:33,661 - mmaction - INFO - Epoch [61][800/1743] lr: 1.000e-03, eta: 18:37:17, time: 0.782, data_time: 0.007, memory: 3025, loss_cls: 2.1792, loss: 2.1792, grad_norm: 3.4637 2020-10-15 20:56:49,938 - mmaction - INFO - Epoch [61][820/1743] lr: 1.000e-03, eta: 18:36:55, time: 0.811, data_time: 0.006, memory: 3025, loss_cls: 2.2167, loss: 2.2167, grad_norm: 3.5661 2020-10-15 20:57:06,443 - mmaction - INFO - Epoch [61][840/1743] lr: 1.000e-03, eta: 18:36:34, time: 0.832, data_time: 0.014, memory: 3025, loss_cls: 2.1929, loss: 2.1929, grad_norm: 3.5127 2020-10-15 20:57:22,826 - mmaction - INFO - Epoch [61][860/1743] lr: 1.000e-03, eta: 18:36:12, time: 0.805, data_time: 0.002, memory: 3025, loss_cls: 2.1839, loss: 2.1839, grad_norm: 3.4260 2020-10-15 20:57:38,923 - mmaction - INFO - Epoch [61][880/1743] lr: 1.000e-03, eta: 18:35:51, time: 0.813, data_time: 0.019, memory: 3025, loss_cls: 2.1987, loss: 2.1987, grad_norm: 3.5239 2020-10-15 20:57:55,493 - mmaction - INFO - Epoch [61][900/1743] lr: 1.000e-03, eta: 18:35:30, time: 0.832, data_time: 0.008, memory: 3025, loss_cls: 2.1955, loss: 2.1955, grad_norm: 3.5060 2020-10-15 20:58:11,705 - mmaction - INFO - Epoch [61][920/1743] lr: 1.000e-03, eta: 18:35:08, time: 0.805, data_time: 0.004, memory: 3025, loss_cls: 2.2045, loss: 2.2045, grad_norm: 3.5506 2020-10-15 20:58:28,063 - mmaction - INFO - Epoch [61][940/1743] lr: 1.000e-03, eta: 18:34:47, time: 0.822, data_time: 0.009, memory: 3025, loss_cls: 2.2233, loss: 2.2233, grad_norm: 3.5487 2020-10-15 20:58:44,853 - mmaction - INFO - Epoch [61][960/1743] lr: 1.000e-03, eta: 18:34:25, time: 0.840, data_time: 0.005, memory: 3025, loss_cls: 2.1992, loss: 2.1992, grad_norm: 3.5276 2020-10-15 20:59:01,103 - mmaction - INFO - Epoch [61][980/1743] lr: 1.000e-03, eta: 18:34:04, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.1865, loss: 2.1865, grad_norm: 3.5082 2020-10-15 20:59:17,594 - mmaction - INFO - Epoch [61][1000/1743] lr: 1.000e-03, eta: 18:33:43, time: 0.824, data_time: 0.008, memory: 3025, loss_cls: 2.2104, loss: 2.2104, grad_norm: 3.5633 2020-10-15 20:59:33,222 - mmaction - INFO - Epoch [61][1020/1743] lr: 1.000e-03, eta: 18:33:21, time: 0.784, data_time: 0.010, memory: 3025, loss_cls: 2.2161, loss: 2.2161, grad_norm: 3.5749 2020-10-15 20:59:49,498 - mmaction - INFO - Epoch [61][1040/1743] lr: 1.000e-03, eta: 18:32:59, time: 0.811, data_time: 0.006, memory: 3025, loss_cls: 2.2108, loss: 2.2108, grad_norm: 3.4681 2020-10-15 21:00:05,835 - mmaction - INFO - Epoch [61][1060/1743] lr: 1.000e-03, eta: 18:32:38, time: 0.815, data_time: 0.009, memory: 3025, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.4632 2020-10-15 21:00:22,421 - mmaction - INFO - Epoch [61][1080/1743] lr: 1.000e-03, eta: 18:32:16, time: 0.837, data_time: 0.011, memory: 3025, loss_cls: 2.2013, loss: 2.2013, grad_norm: 3.5446 2020-10-15 21:00:37,850 - mmaction - INFO - Epoch [61][1100/1743] lr: 1.000e-03, eta: 18:31:54, time: 0.769, data_time: 0.003, memory: 3025, loss_cls: 2.2092, loss: 2.2092, grad_norm: 3.4891 2020-10-15 21:00:54,036 - mmaction - INFO - Epoch [61][1120/1743] lr: 1.000e-03, eta: 18:31:33, time: 0.806, data_time: 0.006, memory: 3025, loss_cls: 2.1946, loss: 2.1946, grad_norm: 3.5212 2020-10-15 21:01:10,789 - mmaction - INFO - Epoch [61][1140/1743] lr: 1.000e-03, eta: 18:31:12, time: 0.842, data_time: 0.009, memory: 3025, loss_cls: 2.2084, loss: 2.2084, grad_norm: 3.5495 2020-10-15 21:01:26,521 - mmaction - INFO - Epoch [61][1160/1743] lr: 1.000e-03, eta: 18:30:50, time: 0.786, data_time: 0.005, memory: 3025, loss_cls: 2.1748, loss: 2.1748, grad_norm: 3.5248 2020-10-15 21:01:42,414 - mmaction - INFO - Epoch [61][1180/1743] lr: 1.000e-03, eta: 18:30:28, time: 0.794, data_time: 0.005, memory: 3025, loss_cls: 2.1969, loss: 2.1969, grad_norm: 3.5489 2020-10-15 21:01:58,685 - mmaction - INFO - Epoch [61][1200/1743] lr: 1.000e-03, eta: 18:30:06, time: 0.816, data_time: 0.006, memory: 3025, loss_cls: 2.1980, loss: 2.1980, grad_norm: 3.5245 2020-10-15 21:02:14,867 - mmaction - INFO - Epoch [61][1220/1743] lr: 1.000e-03, eta: 18:29:45, time: 0.806, data_time: 0.002, memory: 3025, loss_cls: 2.1560, loss: 2.1560, grad_norm: 3.4981 2020-10-15 21:02:30,899 - mmaction - INFO - Epoch [61][1240/1743] lr: 1.000e-03, eta: 18:29:23, time: 0.803, data_time: 0.007, memory: 3025, loss_cls: 2.2263, loss: 2.2263, grad_norm: 3.5983 2020-10-15 21:02:47,085 - mmaction - INFO - Epoch [61][1260/1743] lr: 1.000e-03, eta: 18:29:02, time: 0.807, data_time: 0.004, memory: 3025, loss_cls: 2.1707, loss: 2.1707, grad_norm: 3.4353 2020-10-15 21:03:02,904 - mmaction - INFO - Epoch [61][1280/1743] lr: 1.000e-03, eta: 18:28:40, time: 0.791, data_time: 0.007, memory: 3025, loss_cls: 2.1917, loss: 2.1917, grad_norm: 3.5287 2020-10-15 21:03:18,870 - mmaction - INFO - Epoch [61][1300/1743] lr: 1.000e-03, eta: 18:28:18, time: 0.797, data_time: 0.008, memory: 3025, loss_cls: 2.1501, loss: 2.1501, grad_norm: 3.5652 2020-10-15 21:03:34,924 - mmaction - INFO - Epoch [61][1320/1743] lr: 1.000e-03, eta: 18:27:57, time: 0.805, data_time: 0.009, memory: 3025, loss_cls: 2.1868, loss: 2.1868, grad_norm: 3.5012 2020-10-15 21:03:51,576 - mmaction - INFO - Epoch [61][1340/1743] lr: 1.000e-03, eta: 18:27:35, time: 0.825, data_time: 0.004, memory: 3025, loss_cls: 2.1832, loss: 2.1832, grad_norm: 3.5034 2020-10-15 21:04:08,014 - mmaction - INFO - Epoch [61][1360/1743] lr: 1.000e-03, eta: 18:27:14, time: 0.828, data_time: 0.012, memory: 3025, loss_cls: 2.1949, loss: 2.1949, grad_norm: 3.5067 2020-10-15 21:04:24,261 - mmaction - INFO - Epoch [61][1380/1743] lr: 1.000e-03, eta: 18:26:52, time: 0.808, data_time: 0.006, memory: 3025, loss_cls: 2.1844, loss: 2.1844, grad_norm: 3.5029 2020-10-15 21:04:40,090 - mmaction - INFO - Epoch [61][1400/1743] lr: 1.000e-03, eta: 18:26:31, time: 0.792, data_time: 0.011, memory: 3025, loss_cls: 2.1813, loss: 2.1813, grad_norm: 3.4938 2020-10-15 21:04:56,073 - mmaction - INFO - Epoch [61][1420/1743] lr: 1.000e-03, eta: 18:26:09, time: 0.805, data_time: 0.012, memory: 3025, loss_cls: 2.1935, loss: 2.1935, grad_norm: 3.5698 2020-10-15 21:05:12,777 - mmaction - INFO - Epoch [61][1440/1743] lr: 1.000e-03, eta: 18:25:48, time: 0.839, data_time: 0.005, memory: 3025, loss_cls: 2.2180, loss: 2.2180, grad_norm: 3.5270 2020-10-15 21:05:29,151 - mmaction - INFO - Epoch [61][1460/1743] lr: 1.000e-03, eta: 18:25:26, time: 0.811, data_time: 0.003, memory: 3025, loss_cls: 2.1828, loss: 2.1828, grad_norm: 3.5155 2020-10-15 21:05:44,873 - mmaction - INFO - Epoch [61][1480/1743] lr: 1.000e-03, eta: 18:25:05, time: 0.787, data_time: 0.011, memory: 3025, loss_cls: 2.1774, loss: 2.1774, grad_norm: 3.5230 2020-10-15 21:06:00,595 - mmaction - INFO - Epoch [61][1500/1743] lr: 1.000e-03, eta: 18:24:43, time: 0.790, data_time: 0.007, memory: 3025, loss_cls: 2.1593, loss: 2.1593, grad_norm: 3.4478 2020-10-15 21:06:16,061 - mmaction - INFO - Epoch [61][1520/1743] lr: 1.000e-03, eta: 18:24:21, time: 0.770, data_time: 0.005, memory: 3025, loss_cls: 2.1631, loss: 2.1631, grad_norm: 3.5622 2020-10-15 21:06:32,469 - mmaction - INFO - Epoch [61][1540/1743] lr: 1.000e-03, eta: 18:24:00, time: 0.825, data_time: 0.009, memory: 3025, loss_cls: 2.2134, loss: 2.2134, grad_norm: 3.5363 2020-10-15 21:06:47,615 - mmaction - INFO - Epoch [61][1560/1743] lr: 1.000e-03, eta: 18:23:37, time: 0.752, data_time: 0.004, memory: 3025, loss_cls: 2.1693, loss: 2.1693, grad_norm: 3.4145 2020-10-15 21:07:03,514 - mmaction - INFO - Epoch [61][1580/1743] lr: 1.000e-03, eta: 18:23:16, time: 0.795, data_time: 0.006, memory: 3025, loss_cls: 2.2093, loss: 2.2093, grad_norm: 3.5541 2020-10-15 21:07:19,990 - mmaction - INFO - Epoch [61][1600/1743] lr: 1.000e-03, eta: 18:22:54, time: 0.828, data_time: 0.007, memory: 3025, loss_cls: 2.1959, loss: 2.1959, grad_norm: 3.5178 2020-10-15 21:07:36,277 - mmaction - INFO - Epoch [61][1620/1743] lr: 1.000e-03, eta: 18:22:33, time: 0.812, data_time: 0.007, memory: 3025, loss_cls: 2.2304, loss: 2.2304, grad_norm: 3.4583 2020-10-15 21:07:51,195 - mmaction - INFO - Epoch [61][1640/1743] lr: 1.000e-03, eta: 18:22:10, time: 0.741, data_time: 0.004, memory: 3025, loss_cls: 2.1926, loss: 2.1926, grad_norm: 3.5114 2020-10-15 21:08:07,795 - mmaction - INFO - Epoch [61][1660/1743] lr: 1.000e-03, eta: 18:21:49, time: 0.838, data_time: 0.017, memory: 3025, loss_cls: 2.2199, loss: 2.2199, grad_norm: 3.5803 2020-10-15 21:08:23,541 - mmaction - INFO - Epoch [61][1680/1743] lr: 1.000e-03, eta: 18:21:27, time: 0.775, data_time: 0.001, memory: 3025, loss_cls: 2.1710, loss: 2.1710, grad_norm: 3.4659 2020-10-15 21:08:40,013 - mmaction - INFO - Epoch [61][1700/1743] lr: 1.000e-03, eta: 18:21:06, time: 0.836, data_time: 0.016, memory: 3025, loss_cls: 2.1822, loss: 2.1822, grad_norm: 3.5045 2020-10-15 21:08:55,255 - mmaction - INFO - Epoch [61][1720/1743] lr: 1.000e-03, eta: 18:20:44, time: 0.752, data_time: 0.001, memory: 3025, loss_cls: 2.2267, loss: 2.2267, grad_norm: 3.5362 2020-10-15 21:09:11,240 - mmaction - INFO - Epoch [61][1740/1743] lr: 1.000e-03, eta: 18:20:22, time: 0.807, data_time: 0.016, memory: 3025, loss_cls: 2.2105, loss: 2.2105, grad_norm: 3.5395 2020-10-15 21:10:27,246 - mmaction - INFO - Epoch [62][20/1743] lr: 1.000e-03, eta: 18:20:23, time: 2.878, data_time: 2.429, memory: 3025, loss_cls: 2.1634, loss: 2.1634, grad_norm: 3.5155 2020-10-15 21:10:44,191 - mmaction - INFO - Epoch [62][40/1743] lr: 1.000e-03, eta: 18:20:02, time: 0.845, data_time: 0.045, memory: 3025, loss_cls: 2.2185, loss: 2.2185, grad_norm: 3.5467 2020-10-15 21:11:00,781 - mmaction - INFO - Epoch [62][60/1743] lr: 1.000e-03, eta: 18:19:40, time: 0.829, data_time: 0.007, memory: 3025, loss_cls: 2.1761, loss: 2.1761, grad_norm: 3.4283 2020-10-15 21:11:16,429 - mmaction - INFO - Epoch [62][80/1743] lr: 1.000e-03, eta: 18:19:19, time: 0.783, data_time: 0.008, memory: 3025, loss_cls: 2.2041, loss: 2.2041, grad_norm: 3.5402 2020-10-15 21:11:32,329 - mmaction - INFO - Epoch [62][100/1743] lr: 1.000e-03, eta: 18:18:57, time: 0.798, data_time: 0.010, memory: 3025, loss_cls: 2.1814, loss: 2.1814, grad_norm: 3.5440 2020-10-15 21:11:49,060 - mmaction - INFO - Epoch [62][120/1743] lr: 1.000e-03, eta: 18:18:36, time: 0.833, data_time: 0.004, memory: 3025, loss_cls: 2.2349, loss: 2.2349, grad_norm: 3.5599 2020-10-15 21:12:05,020 - mmaction - INFO - Epoch [62][140/1743] lr: 1.000e-03, eta: 18:18:14, time: 0.797, data_time: 0.006, memory: 3025, loss_cls: 2.1645, loss: 2.1645, grad_norm: 3.4929 2020-10-15 21:12:21,059 - mmaction - INFO - Epoch [62][160/1743] lr: 1.000e-03, eta: 18:17:52, time: 0.807, data_time: 0.009, memory: 3025, loss_cls: 2.1736, loss: 2.1736, grad_norm: 3.5162 2020-10-15 21:12:37,778 - mmaction - INFO - Epoch [62][180/1743] lr: 1.000e-03, eta: 18:17:31, time: 0.830, data_time: 0.003, memory: 3025, loss_cls: 2.2117, loss: 2.2117, grad_norm: 3.6288 2020-10-15 21:12:54,068 - mmaction - INFO - Epoch [62][200/1743] lr: 1.000e-03, eta: 18:17:10, time: 0.816, data_time: 0.010, memory: 3025, loss_cls: 2.1980, loss: 2.1980, grad_norm: 3.5408 2020-10-15 21:13:10,781 - mmaction - INFO - Epoch [62][220/1743] lr: 1.000e-03, eta: 18:16:49, time: 0.831, data_time: 0.014, memory: 3025, loss_cls: 2.1558, loss: 2.1558, grad_norm: 3.4699 2020-10-15 21:13:26,993 - mmaction - INFO - Epoch [62][240/1743] lr: 1.000e-03, eta: 18:16:27, time: 0.817, data_time: 0.009, memory: 3025, loss_cls: 2.2004, loss: 2.2004, grad_norm: 3.5995 2020-10-15 21:13:43,155 - mmaction - INFO - Epoch [62][260/1743] lr: 1.000e-03, eta: 18:16:06, time: 0.805, data_time: 0.006, memory: 3025, loss_cls: 2.1623, loss: 2.1623, grad_norm: 3.4914 2020-10-15 21:13:59,224 - mmaction - INFO - Epoch [62][280/1743] lr: 1.000e-03, eta: 18:15:44, time: 0.807, data_time: 0.007, memory: 3025, loss_cls: 2.2164, loss: 2.2164, grad_norm: 3.5698 2020-10-15 21:14:15,846 - mmaction - INFO - Epoch [62][300/1743] lr: 1.000e-03, eta: 18:15:23, time: 0.829, data_time: 0.004, memory: 3025, loss_cls: 2.2055, loss: 2.2055, grad_norm: 3.6182 2020-10-15 21:14:32,184 - mmaction - INFO - Epoch [62][320/1743] lr: 1.000e-03, eta: 18:15:02, time: 0.816, data_time: 0.006, memory: 3025, loss_cls: 2.1916, loss: 2.1916, grad_norm: 3.5625 2020-10-15 21:14:48,601 - mmaction - INFO - Epoch [62][340/1743] lr: 1.000e-03, eta: 18:14:40, time: 0.824, data_time: 0.008, memory: 3025, loss_cls: 2.1730, loss: 2.1730, grad_norm: 3.4876 2020-10-15 21:15:04,367 - mmaction - INFO - Epoch [62][360/1743] lr: 1.000e-03, eta: 18:14:19, time: 0.787, data_time: 0.006, memory: 3025, loss_cls: 2.2089, loss: 2.2089, grad_norm: 3.5500 2020-10-15 21:15:20,621 - mmaction - INFO - Epoch [62][380/1743] lr: 1.000e-03, eta: 18:13:57, time: 0.815, data_time: 0.007, memory: 3025, loss_cls: 2.1286, loss: 2.1286, grad_norm: 3.4574 2020-10-15 21:15:37,424 - mmaction - INFO - Epoch [62][400/1743] lr: 1.000e-03, eta: 18:13:36, time: 0.832, data_time: 0.001, memory: 3025, loss_cls: 2.1986, loss: 2.1986, grad_norm: 3.5329 2020-10-15 21:15:53,693 - mmaction - INFO - Epoch [62][420/1743] lr: 1.000e-03, eta: 18:13:15, time: 0.816, data_time: 0.013, memory: 3025, loss_cls: 2.2162, loss: 2.2162, grad_norm: 3.6052 2020-10-15 21:16:09,852 - mmaction - INFO - Epoch [62][440/1743] lr: 1.000e-03, eta: 18:12:53, time: 0.812, data_time: 0.010, memory: 3025, loss_cls: 2.1866, loss: 2.1866, grad_norm: 3.5595 2020-10-15 21:16:25,959 - mmaction - INFO - Epoch [62][460/1743] lr: 1.000e-03, eta: 18:12:32, time: 0.806, data_time: 0.004, memory: 3025, loss_cls: 2.1932, loss: 2.1932, grad_norm: 3.5567 2020-10-15 21:16:41,642 - mmaction - INFO - Epoch [62][480/1743] lr: 1.000e-03, eta: 18:12:10, time: 0.780, data_time: 0.008, memory: 3025, loss_cls: 2.2065, loss: 2.2065, grad_norm: 3.7056 2020-10-15 21:16:57,651 - mmaction - INFO - Epoch [62][500/1743] lr: 1.000e-03, eta: 18:11:48, time: 0.802, data_time: 0.007, memory: 3025, loss_cls: 2.1706, loss: 2.1706, grad_norm: 3.4878 2020-10-15 21:17:13,450 - mmaction - INFO - Epoch [62][520/1743] lr: 1.000e-03, eta: 18:11:27, time: 0.790, data_time: 0.004, memory: 3025, loss_cls: 2.1931, loss: 2.1931, grad_norm: 3.5794 2020-10-15 21:17:29,547 - mmaction - INFO - Epoch [62][540/1743] lr: 1.000e-03, eta: 18:11:05, time: 0.803, data_time: 0.004, memory: 3025, loss_cls: 2.1473, loss: 2.1473, grad_norm: 3.4689 2020-10-15 21:17:46,008 - mmaction - INFO - Epoch [62][560/1743] lr: 1.000e-03, eta: 18:10:44, time: 0.828, data_time: 0.006, memory: 3025, loss_cls: 2.2229, loss: 2.2229, grad_norm: 3.5425 2020-10-15 21:18:02,370 - mmaction - INFO - Epoch [62][580/1743] lr: 1.000e-03, eta: 18:10:22, time: 0.814, data_time: 0.004, memory: 3025, loss_cls: 2.2042, loss: 2.2042, grad_norm: 3.5288 2020-10-15 21:18:18,588 - mmaction - INFO - Epoch [62][600/1743] lr: 1.000e-03, eta: 18:10:01, time: 0.810, data_time: 0.009, memory: 3025, loss_cls: 2.2066, loss: 2.2066, grad_norm: 3.5573 2020-10-15 21:18:35,375 - mmaction - INFO - Epoch [62][620/1743] lr: 1.000e-03, eta: 18:09:40, time: 0.837, data_time: 0.006, memory: 3025, loss_cls: 2.2068, loss: 2.2068, grad_norm: 3.5168 2020-10-15 21:18:51,281 - mmaction - INFO - Epoch [62][640/1743] lr: 1.000e-03, eta: 18:09:18, time: 0.800, data_time: 0.012, memory: 3025, loss_cls: 2.1824, loss: 2.1824, grad_norm: 3.4904 2020-10-15 21:19:07,140 - mmaction - INFO - Epoch [62][660/1743] lr: 1.000e-03, eta: 18:08:57, time: 0.795, data_time: 0.005, memory: 3025, loss_cls: 2.2079, loss: 2.2079, grad_norm: 3.5889 2020-10-15 21:19:23,737 - mmaction - INFO - Epoch [62][680/1743] lr: 1.000e-03, eta: 18:08:36, time: 0.829, data_time: 0.002, memory: 3025, loss_cls: 2.1684, loss: 2.1684, grad_norm: 3.5061 2020-10-15 21:19:40,563 - mmaction - INFO - Epoch [62][700/1743] lr: 1.000e-03, eta: 18:08:14, time: 0.835, data_time: 0.003, memory: 3025, loss_cls: 2.2104, loss: 2.2104, grad_norm: 3.5691 2020-10-15 21:19:57,460 - mmaction - INFO - Epoch [62][720/1743] lr: 1.000e-03, eta: 18:07:53, time: 0.842, data_time: 0.009, memory: 3025, loss_cls: 2.2450, loss: 2.2450, grad_norm: 3.6060 2020-10-15 21:20:13,297 - mmaction - INFO - Epoch [62][740/1743] lr: 1.000e-03, eta: 18:07:32, time: 0.796, data_time: 0.014, memory: 3025, loss_cls: 2.1969, loss: 2.1969, grad_norm: 3.5350 2020-10-15 21:20:30,284 - mmaction - INFO - Epoch [62][760/1743] lr: 1.000e-03, eta: 18:07:11, time: 0.849, data_time: 0.007, memory: 3025, loss_cls: 2.2481, loss: 2.2481, grad_norm: 3.6416 2020-10-15 21:20:46,902 - mmaction - INFO - Epoch [62][780/1743] lr: 1.000e-03, eta: 18:06:50, time: 0.828, data_time: 0.007, memory: 3025, loss_cls: 2.2128, loss: 2.2128, grad_norm: 3.5532 2020-10-15 21:21:02,787 - mmaction - INFO - Epoch [62][800/1743] lr: 1.000e-03, eta: 18:06:28, time: 0.802, data_time: 0.010, memory: 3025, loss_cls: 2.1793, loss: 2.1793, grad_norm: 3.5223 2020-10-15 21:21:19,253 - mmaction - INFO - Epoch [62][820/1743] lr: 1.000e-03, eta: 18:06:07, time: 0.820, data_time: 0.002, memory: 3025, loss_cls: 2.2093, loss: 2.2093, grad_norm: 3.5352 2020-10-15 21:21:36,128 - mmaction - INFO - Epoch [62][840/1743] lr: 1.000e-03, eta: 18:05:46, time: 0.845, data_time: 0.008, memory: 3025, loss_cls: 2.1871, loss: 2.1871, grad_norm: 3.5201 2020-10-15 21:21:52,320 - mmaction - INFO - Epoch [62][860/1743] lr: 1.000e-03, eta: 18:05:24, time: 0.810, data_time: 0.006, memory: 3025, loss_cls: 2.1687, loss: 2.1687, grad_norm: 3.4843 2020-10-15 21:22:08,175 - mmaction - INFO - Epoch [62][880/1743] lr: 1.000e-03, eta: 18:05:03, time: 0.784, data_time: 0.005, memory: 3025, loss_cls: 2.1988, loss: 2.1988, grad_norm: 3.5543 2020-10-15 21:22:24,534 - mmaction - INFO - Epoch [62][900/1743] lr: 1.000e-03, eta: 18:04:42, time: 0.825, data_time: 0.011, memory: 3025, loss_cls: 2.1493, loss: 2.1493, grad_norm: 3.5292 2020-10-15 21:22:41,089 - mmaction - INFO - Epoch [62][920/1743] lr: 1.000e-03, eta: 18:04:20, time: 0.820, data_time: 0.005, memory: 3025, loss_cls: 2.1944, loss: 2.1944, grad_norm: 3.5852 2020-10-15 21:22:57,198 - mmaction - INFO - Epoch [62][940/1743] lr: 1.000e-03, eta: 18:03:59, time: 0.811, data_time: 0.012, memory: 3025, loss_cls: 2.1709, loss: 2.1709, grad_norm: 3.4980 2020-10-15 21:23:13,352 - mmaction - INFO - Epoch [62][960/1743] lr: 1.000e-03, eta: 18:03:37, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.2543, loss: 2.2543, grad_norm: 3.5963 2020-10-15 21:23:29,096 - mmaction - INFO - Epoch [62][980/1743] lr: 1.000e-03, eta: 18:03:16, time: 0.785, data_time: 0.008, memory: 3025, loss_cls: 2.2292, loss: 2.2292, grad_norm: 3.5676 2020-10-15 21:23:45,166 - mmaction - INFO - Epoch [62][1000/1743] lr: 1.000e-03, eta: 18:02:54, time: 0.807, data_time: 0.010, memory: 3025, loss_cls: 2.2061, loss: 2.2061, grad_norm: 3.5038 2020-10-15 21:24:01,788 - mmaction - INFO - Epoch [62][1020/1743] lr: 1.000e-03, eta: 18:02:33, time: 0.835, data_time: 0.008, memory: 3025, loss_cls: 2.1832, loss: 2.1832, grad_norm: 3.5097 2020-10-15 21:24:18,263 - mmaction - INFO - Epoch [62][1040/1743] lr: 1.000e-03, eta: 18:02:12, time: 0.816, data_time: 0.003, memory: 3025, loss_cls: 2.1879, loss: 2.1879, grad_norm: 3.6088 2020-10-15 21:24:33,951 - mmaction - INFO - Epoch [62][1060/1743] lr: 1.000e-03, eta: 18:01:50, time: 0.791, data_time: 0.012, memory: 3025, loss_cls: 2.1612, loss: 2.1612, grad_norm: 3.5254 2020-10-15 21:24:50,363 - mmaction - INFO - Epoch [62][1080/1743] lr: 1.000e-03, eta: 18:01:29, time: 0.820, data_time: 0.005, memory: 3025, loss_cls: 2.1856, loss: 2.1856, grad_norm: 3.5616 2020-10-15 21:25:06,637 - mmaction - INFO - Epoch [62][1100/1743] lr: 1.000e-03, eta: 18:01:08, time: 0.808, data_time: 0.005, memory: 3025, loss_cls: 2.1864, loss: 2.1864, grad_norm: 3.5368 2020-10-15 21:25:23,329 - mmaction - INFO - Epoch [62][1120/1743] lr: 1.000e-03, eta: 18:00:47, time: 0.842, data_time: 0.010, memory: 3025, loss_cls: 2.1821, loss: 2.1821, grad_norm: 3.5531 2020-10-15 21:25:39,187 - mmaction - INFO - Epoch [62][1140/1743] lr: 1.000e-03, eta: 18:00:25, time: 0.781, data_time: 0.003, memory: 3025, loss_cls: 2.1925, loss: 2.1925, grad_norm: 3.5556 2020-10-15 21:25:55,668 - mmaction - INFO - Epoch [62][1160/1743] lr: 1.000e-03, eta: 18:00:04, time: 0.831, data_time: 0.014, memory: 3025, loss_cls: 2.1997, loss: 2.1997, grad_norm: 3.5539 2020-10-15 21:26:12,004 - mmaction - INFO - Epoch [62][1180/1743] lr: 1.000e-03, eta: 17:59:42, time: 0.821, data_time: 0.007, memory: 3025, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.5377 2020-10-15 21:26:28,667 - mmaction - INFO - Epoch [62][1200/1743] lr: 1.000e-03, eta: 17:59:21, time: 0.827, data_time: 0.004, memory: 3025, loss_cls: 2.2078, loss: 2.2078, grad_norm: 3.5494 2020-10-15 21:26:45,293 - mmaction - INFO - Epoch [62][1220/1743] lr: 1.000e-03, eta: 17:59:00, time: 0.835, data_time: 0.009, memory: 3025, loss_cls: 2.1926, loss: 2.1926, grad_norm: 3.5610 2020-10-15 21:27:01,717 - mmaction - INFO - Epoch [62][1240/1743] lr: 1.000e-03, eta: 17:58:39, time: 0.821, data_time: 0.005, memory: 3025, loss_cls: 2.1935, loss: 2.1935, grad_norm: 3.5285 2020-10-15 21:27:17,984 - mmaction - INFO - Epoch [62][1260/1743] lr: 1.000e-03, eta: 17:58:18, time: 0.810, data_time: 0.004, memory: 3025, loss_cls: 2.1828, loss: 2.1828, grad_norm: 3.6009 2020-10-15 21:27:34,134 - mmaction - INFO - Epoch [62][1280/1743] lr: 1.000e-03, eta: 17:57:56, time: 0.806, data_time: 0.009, memory: 3025, loss_cls: 2.1703, loss: 2.1703, grad_norm: 3.5108 2020-10-15 21:27:50,294 - mmaction - INFO - Epoch [62][1300/1743] lr: 1.000e-03, eta: 17:57:35, time: 0.809, data_time: 0.010, memory: 3025, loss_cls: 2.1968, loss: 2.1968, grad_norm: 3.5835 2020-10-15 21:28:06,207 - mmaction - INFO - Epoch [62][1320/1743] lr: 1.000e-03, eta: 17:57:13, time: 0.793, data_time: 0.010, memory: 3025, loss_cls: 2.2172, loss: 2.2172, grad_norm: 3.5545 2020-10-15 21:28:22,353 - mmaction - INFO - Epoch [62][1340/1743] lr: 1.000e-03, eta: 17:56:52, time: 0.815, data_time: 0.012, memory: 3025, loss_cls: 2.1730, loss: 2.1730, grad_norm: 3.5485 2020-10-15 21:28:38,046 - mmaction - INFO - Epoch [62][1360/1743] lr: 1.000e-03, eta: 17:56:30, time: 0.784, data_time: 0.007, memory: 3025, loss_cls: 2.2354, loss: 2.2354, grad_norm: 3.5465 2020-10-15 21:28:54,589 - mmaction - INFO - Epoch [62][1380/1743] lr: 1.000e-03, eta: 17:56:09, time: 0.831, data_time: 0.006, memory: 3025, loss_cls: 2.1595, loss: 2.1595, grad_norm: 3.5814 2020-10-15 21:29:10,792 - mmaction - INFO - Epoch [62][1400/1743] lr: 1.000e-03, eta: 17:55:48, time: 0.807, data_time: 0.002, memory: 3025, loss_cls: 2.1987, loss: 2.1987, grad_norm: 3.5861 2020-10-15 21:29:27,108 - mmaction - INFO - Epoch [62][1420/1743] lr: 1.000e-03, eta: 17:55:26, time: 0.818, data_time: 0.006, memory: 3025, loss_cls: 2.2488, loss: 2.2488, grad_norm: 3.6162 2020-10-15 21:29:43,379 - mmaction - INFO - Epoch [62][1440/1743] lr: 1.000e-03, eta: 17:55:05, time: 0.811, data_time: 0.003, memory: 3025, loss_cls: 2.2044, loss: 2.2044, grad_norm: 3.5181 2020-10-15 21:29:59,758 - mmaction - INFO - Epoch [62][1460/1743] lr: 1.000e-03, eta: 17:54:44, time: 0.819, data_time: 0.006, memory: 3025, loss_cls: 2.1894, loss: 2.1894, grad_norm: 3.5080 2020-10-15 21:30:16,146 - mmaction - INFO - Epoch [62][1480/1743] lr: 1.000e-03, eta: 17:54:23, time: 0.820, data_time: 0.004, memory: 3025, loss_cls: 2.1548, loss: 2.1548, grad_norm: 3.5137 2020-10-15 21:30:32,379 - mmaction - INFO - Epoch [62][1500/1743] lr: 1.000e-03, eta: 17:54:01, time: 0.814, data_time: 0.008, memory: 3025, loss_cls: 2.2563, loss: 2.2563, grad_norm: 3.5966 2020-10-15 21:30:48,963 - mmaction - INFO - Epoch [62][1520/1743] lr: 1.000e-03, eta: 17:53:40, time: 0.827, data_time: 0.002, memory: 3025, loss_cls: 2.2375, loss: 2.2375, grad_norm: 3.6759 2020-10-15 21:31:05,456 - mmaction - INFO - Epoch [62][1540/1743] lr: 1.000e-03, eta: 17:53:19, time: 0.823, data_time: 0.006, memory: 3025, loss_cls: 2.2141, loss: 2.2141, grad_norm: 3.5810 2020-10-15 21:31:21,492 - mmaction - INFO - Epoch [62][1560/1743] lr: 1.000e-03, eta: 17:52:57, time: 0.797, data_time: 0.005, memory: 3025, loss_cls: 2.2025, loss: 2.2025, grad_norm: 3.5376 2020-10-15 21:31:37,656 - mmaction - INFO - Epoch [62][1580/1743] lr: 1.000e-03, eta: 17:52:36, time: 0.808, data_time: 0.009, memory: 3025, loss_cls: 2.1757, loss: 2.1757, grad_norm: 3.5409 2020-10-15 21:31:53,773 - mmaction - INFO - Epoch [62][1600/1743] lr: 1.000e-03, eta: 17:52:15, time: 0.809, data_time: 0.009, memory: 3025, loss_cls: 2.1978, loss: 2.1978, grad_norm: 3.5819 2020-10-15 21:32:10,118 - mmaction - INFO - Epoch [62][1620/1743] lr: 1.000e-03, eta: 17:51:53, time: 0.815, data_time: 0.015, memory: 3025, loss_cls: 2.1970, loss: 2.1970, grad_norm: 3.5490 2020-10-15 21:32:26,655 - mmaction - INFO - Epoch [62][1640/1743] lr: 1.000e-03, eta: 17:51:32, time: 0.827, data_time: 0.008, memory: 3025, loss_cls: 2.1993, loss: 2.1993, grad_norm: 3.5540 2020-10-15 21:32:42,850 - mmaction - INFO - Epoch [62][1660/1743] lr: 1.000e-03, eta: 17:51:11, time: 0.805, data_time: 0.008, memory: 3025, loss_cls: 2.2015, loss: 2.2015, grad_norm: 3.5467 2020-10-15 21:32:58,687 - mmaction - INFO - Epoch [62][1680/1743] lr: 1.000e-03, eta: 17:50:49, time: 0.801, data_time: 0.013, memory: 3025, loss_cls: 2.2066, loss: 2.2066, grad_norm: 3.5872 2020-10-15 21:33:14,460 - mmaction - INFO - Epoch [62][1700/1743] lr: 1.000e-03, eta: 17:50:28, time: 0.790, data_time: 0.003, memory: 3025, loss_cls: 2.2007, loss: 2.2007, grad_norm: 3.5812 2020-10-15 21:33:31,298 - mmaction - INFO - Epoch [62][1720/1743] lr: 1.000e-03, eta: 17:50:07, time: 0.841, data_time: 0.003, memory: 3025, loss_cls: 2.1946, loss: 2.1946, grad_norm: 3.6032 2020-10-15 21:33:47,761 - mmaction - INFO - Epoch [62][1740/1743] lr: 1.000e-03, eta: 17:49:46, time: 0.824, data_time: 0.005, memory: 3025, loss_cls: 2.2202, loss: 2.2202, grad_norm: 3.5591 2020-10-15 21:34:24,689 - mmaction - INFO - Epoch [63][20/1743] lr: 1.000e-03, eta: 17:49:31, time: 1.722, data_time: 1.127, memory: 3025, loss_cls: 2.2064, loss: 2.2064, grad_norm: 3.6070 2020-10-15 21:34:41,204 - mmaction - INFO - Epoch [63][40/1743] lr: 1.000e-03, eta: 17:49:10, time: 0.825, data_time: 0.151, memory: 3025, loss_cls: 2.1998, loss: 2.1998, grad_norm: 3.5756 2020-10-15 21:34:57,962 - mmaction - INFO - Epoch [63][60/1743] lr: 1.000e-03, eta: 17:48:49, time: 0.837, data_time: 0.068, memory: 3025, loss_cls: 2.2247, loss: 2.2247, grad_norm: 3.5982 2020-10-15 21:35:13,455 - mmaction - INFO - Epoch [63][80/1743] lr: 1.000e-03, eta: 17:48:27, time: 0.775, data_time: 0.007, memory: 3025, loss_cls: 2.1915, loss: 2.1915, grad_norm: 3.5617 2020-10-15 21:35:29,648 - mmaction - INFO - Epoch [63][100/1743] lr: 1.000e-03, eta: 17:48:06, time: 0.813, data_time: 0.009, memory: 3025, loss_cls: 2.2072, loss: 2.2072, grad_norm: 3.5632 2020-10-15 21:35:45,678 - mmaction - INFO - Epoch [63][120/1743] lr: 1.000e-03, eta: 17:47:44, time: 0.798, data_time: 0.023, memory: 3025, loss_cls: 2.2137, loss: 2.2137, grad_norm: 3.5664 2020-10-15 21:36:01,862 - mmaction - INFO - Epoch [63][140/1743] lr: 1.000e-03, eta: 17:47:23, time: 0.809, data_time: 0.026, memory: 3025, loss_cls: 2.1994, loss: 2.1994, grad_norm: 3.5721 2020-10-15 21:36:17,883 - mmaction - INFO - Epoch [63][160/1743] lr: 1.000e-03, eta: 17:47:02, time: 0.804, data_time: 0.010, memory: 3025, loss_cls: 2.2192, loss: 2.2192, grad_norm: 3.5693 2020-10-15 21:36:34,373 - mmaction - INFO - Epoch [63][180/1743] lr: 1.000e-03, eta: 17:46:40, time: 0.824, data_time: 0.003, memory: 3025, loss_cls: 2.1623, loss: 2.1623, grad_norm: 3.5502 2020-10-15 21:36:51,666 - mmaction - INFO - Epoch [63][200/1743] lr: 1.000e-03, eta: 17:46:20, time: 0.863, data_time: 0.003, memory: 3025, loss_cls: 2.1893, loss: 2.1893, grad_norm: 3.5029 2020-10-15 21:37:08,429 - mmaction - INFO - Epoch [63][220/1743] lr: 1.000e-03, eta: 17:45:59, time: 0.834, data_time: 0.006, memory: 3025, loss_cls: 2.1961, loss: 2.1961, grad_norm: 3.6231 2020-10-15 21:37:24,477 - mmaction - INFO - Epoch [63][240/1743] lr: 1.000e-03, eta: 17:45:37, time: 0.809, data_time: 0.009, memory: 3025, loss_cls: 2.1984, loss: 2.1984, grad_norm: 3.5318 2020-10-15 21:37:40,465 - mmaction - INFO - Epoch [63][260/1743] lr: 1.000e-03, eta: 17:45:16, time: 0.798, data_time: 0.004, memory: 3025, loss_cls: 2.1689, loss: 2.1689, grad_norm: 3.5276 2020-10-15 21:37:56,929 - mmaction - INFO - Epoch [63][280/1743] lr: 1.000e-03, eta: 17:44:55, time: 0.818, data_time: 0.006, memory: 3025, loss_cls: 2.1803, loss: 2.1803, grad_norm: 3.5814 2020-10-15 21:38:13,228 - mmaction - INFO - Epoch [63][300/1743] lr: 1.000e-03, eta: 17:44:33, time: 0.816, data_time: 0.011, memory: 3025, loss_cls: 2.1907, loss: 2.1907, grad_norm: 3.5711 2020-10-15 21:38:29,586 - mmaction - INFO - Epoch [63][320/1743] lr: 1.000e-03, eta: 17:44:12, time: 0.815, data_time: 0.008, memory: 3025, loss_cls: 2.1666, loss: 2.1666, grad_norm: 3.5505 2020-10-15 21:38:45,536 - mmaction - INFO - Epoch [63][340/1743] lr: 1.000e-03, eta: 17:43:51, time: 0.801, data_time: 0.012, memory: 3025, loss_cls: 2.1871, loss: 2.1871, grad_norm: 3.5365 2020-10-15 21:39:01,775 - mmaction - INFO - Epoch [63][360/1743] lr: 1.000e-03, eta: 17:43:30, time: 0.817, data_time: 0.009, memory: 3025, loss_cls: 2.2101, loss: 2.2101, grad_norm: 3.5891 2020-10-15 21:39:17,884 - mmaction - INFO - Epoch [63][380/1743] lr: 1.000e-03, eta: 17:43:08, time: 0.799, data_time: 0.002, memory: 3025, loss_cls: 2.2139, loss: 2.2139, grad_norm: 3.5751 2020-10-15 21:39:34,011 - mmaction - INFO - Epoch [63][400/1743] lr: 1.000e-03, eta: 17:42:47, time: 0.808, data_time: 0.010, memory: 3025, loss_cls: 2.2001, loss: 2.2001, grad_norm: 3.5483 2020-10-15 21:39:50,357 - mmaction - INFO - Epoch [63][420/1743] lr: 1.000e-03, eta: 17:42:26, time: 0.819, data_time: 0.009, memory: 3025, loss_cls: 2.2214, loss: 2.2214, grad_norm: 3.6025 2020-10-15 21:40:06,920 - mmaction - INFO - Epoch [63][440/1743] lr: 1.000e-03, eta: 17:42:05, time: 0.827, data_time: 0.007, memory: 3025, loss_cls: 2.2033, loss: 2.2033, grad_norm: 3.6118 2020-10-15 21:40:23,665 - mmaction - INFO - Epoch [63][460/1743] lr: 1.000e-03, eta: 17:41:44, time: 0.835, data_time: 0.008, memory: 3025, loss_cls: 2.2194, loss: 2.2194, grad_norm: 3.5851 2020-10-15 21:40:39,907 - mmaction - INFO - Epoch [63][480/1743] lr: 1.000e-03, eta: 17:41:22, time: 0.815, data_time: 0.009, memory: 3025, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.5025 2020-10-15 21:40:56,491 - mmaction - INFO - Epoch [63][500/1743] lr: 1.000e-03, eta: 17:41:01, time: 0.831, data_time: 0.006, memory: 3025, loss_cls: 2.1799, loss: 2.1799, grad_norm: 3.6045 2020-10-15 21:41:13,376 - mmaction - INFO - Epoch [63][520/1743] lr: 1.000e-03, eta: 17:40:40, time: 0.841, data_time: 0.004, memory: 3025, loss_cls: 2.1864, loss: 2.1864, grad_norm: 3.5645 2020-10-15 21:41:29,730 - mmaction - INFO - Epoch [63][540/1743] lr: 1.000e-03, eta: 17:40:19, time: 0.821, data_time: 0.009, memory: 3025, loss_cls: 2.1701, loss: 2.1701, grad_norm: 3.5269 2020-10-15 21:41:45,971 - mmaction - INFO - Epoch [63][560/1743] lr: 1.000e-03, eta: 17:39:58, time: 0.811, data_time: 0.005, memory: 3025, loss_cls: 2.1896, loss: 2.1896, grad_norm: 3.5568 2020-10-15 21:42:01,768 - mmaction - INFO - Epoch [63][580/1743] lr: 1.000e-03, eta: 17:39:36, time: 0.791, data_time: 0.006, memory: 3025, loss_cls: 2.1940, loss: 2.1940, grad_norm: 3.5542 2020-10-15 21:42:18,550 - mmaction - INFO - Epoch [63][600/1743] lr: 1.000e-03, eta: 17:39:15, time: 0.834, data_time: 0.004, memory: 3025, loss_cls: 2.2018, loss: 2.2018, grad_norm: 3.5912 2020-10-15 21:42:35,149 - mmaction - INFO - Epoch [63][620/1743] lr: 1.000e-03, eta: 17:38:54, time: 0.834, data_time: 0.010, memory: 3025, loss_cls: 2.1985, loss: 2.1985, grad_norm: 3.6186 2020-10-15 21:42:51,920 - mmaction - INFO - Epoch [63][640/1743] lr: 1.000e-03, eta: 17:38:34, time: 0.839, data_time: 0.004, memory: 3025, loss_cls: 2.1967, loss: 2.1967, grad_norm: 3.6279 2020-10-15 21:43:08,628 - mmaction - INFO - Epoch [63][660/1743] lr: 1.000e-03, eta: 17:38:12, time: 0.828, data_time: 0.006, memory: 3025, loss_cls: 2.1957, loss: 2.1957, grad_norm: 3.5539 2020-10-15 21:43:24,482 - mmaction - INFO - Epoch [63][680/1743] lr: 1.000e-03, eta: 17:37:51, time: 0.798, data_time: 0.011, memory: 3025, loss_cls: 2.1831, loss: 2.1831, grad_norm: 3.5141 2020-10-15 21:43:41,199 - mmaction - INFO - Epoch [63][700/1743] lr: 1.000e-03, eta: 17:37:30, time: 0.833, data_time: 0.008, memory: 3025, loss_cls: 2.1925, loss: 2.1925, grad_norm: 3.6062 2020-10-15 21:43:57,667 - mmaction - INFO - Epoch [63][720/1743] lr: 1.000e-03, eta: 17:37:09, time: 0.828, data_time: 0.009, memory: 3025, loss_cls: 2.2428, loss: 2.2428, grad_norm: 3.5979 2020-10-15 21:44:13,497 - mmaction - INFO - Epoch [63][740/1743] lr: 1.000e-03, eta: 17:36:48, time: 0.791, data_time: 0.005, memory: 3025, loss_cls: 2.1984, loss: 2.1984, grad_norm: 3.6179 2020-10-15 21:44:29,934 - mmaction - INFO - Epoch [63][760/1743] lr: 1.000e-03, eta: 17:36:26, time: 0.825, data_time: 0.006, memory: 3025, loss_cls: 2.2314, loss: 2.2314, grad_norm: 3.6210 2020-10-15 21:44:46,311 - mmaction - INFO - Epoch [63][780/1743] lr: 1.000e-03, eta: 17:36:05, time: 0.813, data_time: 0.004, memory: 3025, loss_cls: 2.1767, loss: 2.1767, grad_norm: 3.5815 2020-10-15 21:45:03,252 - mmaction - INFO - Epoch [63][800/1743] lr: 1.000e-03, eta: 17:35:44, time: 0.843, data_time: 0.007, memory: 3025, loss_cls: 2.1912, loss: 2.1912, grad_norm: 3.5493 2020-10-15 21:45:19,949 - mmaction - INFO - Epoch [63][820/1743] lr: 1.000e-03, eta: 17:35:23, time: 0.837, data_time: 0.011, memory: 3025, loss_cls: 2.1538, loss: 2.1538, grad_norm: 3.4670 2020-10-15 21:45:36,581 - mmaction - INFO - Epoch [63][840/1743] lr: 1.000e-03, eta: 17:35:02, time: 0.838, data_time: 0.011, memory: 3025, loss_cls: 2.1884, loss: 2.1884, grad_norm: 3.5544 2020-10-15 21:45:53,436 - mmaction - INFO - Epoch [63][860/1743] lr: 1.000e-03, eta: 17:34:42, time: 0.840, data_time: 0.003, memory: 3025, loss_cls: 2.2041, loss: 2.2041, grad_norm: 3.6113 2020-10-15 21:46:09,602 - mmaction - INFO - Epoch [63][880/1743] lr: 1.000e-03, eta: 17:34:20, time: 0.809, data_time: 0.006, memory: 3025, loss_cls: 2.1967, loss: 2.1967, grad_norm: 3.5999 2020-10-15 21:46:25,351 - mmaction - INFO - Epoch [63][900/1743] lr: 1.000e-03, eta: 17:33:59, time: 0.788, data_time: 0.004, memory: 3025, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.5820 2020-10-15 21:46:42,095 - mmaction - INFO - Epoch [63][920/1743] lr: 1.000e-03, eta: 17:33:38, time: 0.836, data_time: 0.005, memory: 3025, loss_cls: 2.2151, loss: 2.2151, grad_norm: 3.6057 2020-10-15 21:46:57,685 - mmaction - INFO - Epoch [63][940/1743] lr: 1.000e-03, eta: 17:33:16, time: 0.781, data_time: 0.006, memory: 3025, loss_cls: 2.1771, loss: 2.1771, grad_norm: 3.5176 2020-10-15 21:47:13,352 - mmaction - INFO - Epoch [63][960/1743] lr: 1.000e-03, eta: 17:32:55, time: 0.781, data_time: 0.003, memory: 3025, loss_cls: 2.1875, loss: 2.1875, grad_norm: 3.6005 2020-10-15 21:47:29,246 - mmaction - INFO - Epoch [63][980/1743] lr: 1.000e-03, eta: 17:32:33, time: 0.790, data_time: 0.004, memory: 3025, loss_cls: 2.1636, loss: 2.1636, grad_norm: 3.5289 2020-10-15 21:47:44,749 - mmaction - INFO - Epoch [63][1000/1743] lr: 1.000e-03, eta: 17:32:12, time: 0.782, data_time: 0.008, memory: 3025, loss_cls: 2.1961, loss: 2.1961, grad_norm: 3.5579 2020-10-15 21:48:01,210 - mmaction - INFO - Epoch [63][1020/1743] lr: 1.000e-03, eta: 17:31:50, time: 0.820, data_time: 0.002, memory: 3025, loss_cls: 2.1885, loss: 2.1885, grad_norm: 3.5395 2020-10-15 21:48:17,106 - mmaction - INFO - Epoch [63][1040/1743] lr: 1.000e-03, eta: 17:31:29, time: 0.798, data_time: 0.006, memory: 3025, loss_cls: 2.1931, loss: 2.1931, grad_norm: 3.5733 2020-10-15 21:48:33,538 - mmaction - INFO - Epoch [63][1060/1743] lr: 1.000e-03, eta: 17:31:08, time: 0.817, data_time: 0.002, memory: 3025, loss_cls: 2.1591, loss: 2.1591, grad_norm: 3.5651 2020-10-15 21:48:49,802 - mmaction - INFO - Epoch [63][1080/1743] lr: 1.000e-03, eta: 17:30:47, time: 0.814, data_time: 0.012, memory: 3025, loss_cls: 2.1796, loss: 2.1796, grad_norm: 3.5666 2020-10-15 21:49:05,504 - mmaction - INFO - Epoch [63][1100/1743] lr: 1.000e-03, eta: 17:30:25, time: 0.786, data_time: 0.006, memory: 3025, loss_cls: 2.1813, loss: 2.1813, grad_norm: 3.5834 2020-10-15 21:49:21,946 - mmaction - INFO - Epoch [63][1120/1743] lr: 1.000e-03, eta: 17:30:04, time: 0.821, data_time: 0.007, memory: 3025, loss_cls: 2.1652, loss: 2.1652, grad_norm: 3.5373 2020-10-15 21:49:38,515 - mmaction - INFO - Epoch [63][1140/1743] lr: 1.000e-03, eta: 17:29:43, time: 0.829, data_time: 0.006, memory: 3025, loss_cls: 2.1885, loss: 2.1885, grad_norm: 3.5554 2020-10-15 21:49:53,513 - mmaction - INFO - Epoch [63][1160/1743] lr: 1.000e-03, eta: 17:29:21, time: 0.752, data_time: 0.008, memory: 3025, loss_cls: 2.1955, loss: 2.1955, grad_norm: 3.5433 2020-10-15 21:50:10,123 - mmaction - INFO - Epoch [63][1180/1743] lr: 1.000e-03, eta: 17:29:00, time: 0.826, data_time: 0.002, memory: 3025, loss_cls: 2.2068, loss: 2.2068, grad_norm: 3.5872 2020-10-15 21:50:26,134 - mmaction - INFO - Epoch [63][1200/1743] lr: 1.000e-03, eta: 17:28:39, time: 0.802, data_time: 0.006, memory: 3025, loss_cls: 2.1852, loss: 2.1852, grad_norm: 3.5435 2020-10-15 21:50:41,650 - mmaction - INFO - Epoch [63][1220/1743] lr: 1.000e-03, eta: 17:28:17, time: 0.778, data_time: 0.006, memory: 3025, loss_cls: 2.1480, loss: 2.1480, grad_norm: 3.5206 2020-10-15 21:50:57,808 - mmaction - INFO - Epoch [63][1240/1743] lr: 1.000e-03, eta: 17:27:56, time: 0.807, data_time: 0.005, memory: 3025, loss_cls: 2.1907, loss: 2.1907, grad_norm: 3.5626 2020-10-15 21:51:14,490 - mmaction - INFO - Epoch [63][1260/1743] lr: 1.000e-03, eta: 17:27:35, time: 0.832, data_time: 0.008, memory: 3025, loss_cls: 2.2126, loss: 2.2126, grad_norm: 3.5544 2020-10-15 21:51:30,492 - mmaction - INFO - Epoch [63][1280/1743] lr: 1.000e-03, eta: 17:27:14, time: 0.801, data_time: 0.007, memory: 3025, loss_cls: 2.2096, loss: 2.2096, grad_norm: 3.6109 2020-10-15 21:51:46,748 - mmaction - INFO - Epoch [63][1300/1743] lr: 1.000e-03, eta: 17:26:53, time: 0.814, data_time: 0.006, memory: 3025, loss_cls: 2.1981, loss: 2.1981, grad_norm: 3.6314 2020-10-15 21:52:02,816 - mmaction - INFO - Epoch [63][1320/1743] lr: 1.000e-03, eta: 17:26:31, time: 0.803, data_time: 0.004, memory: 3025, loss_cls: 2.2035, loss: 2.2035, grad_norm: 3.5551 2020-10-15 21:52:19,563 - mmaction - INFO - Epoch [63][1340/1743] lr: 1.000e-03, eta: 17:26:10, time: 0.835, data_time: 0.004, memory: 3025, loss_cls: 2.1669, loss: 2.1669, grad_norm: 3.5610 2020-10-15 21:52:35,483 - mmaction - INFO - Epoch [63][1360/1743] lr: 1.000e-03, eta: 17:25:49, time: 0.793, data_time: 0.008, memory: 3025, loss_cls: 2.1770, loss: 2.1770, grad_norm: 3.6281 2020-10-15 21:52:52,043 - mmaction - INFO - Epoch [63][1380/1743] lr: 1.000e-03, eta: 17:25:28, time: 0.832, data_time: 0.014, memory: 3025, loss_cls: 2.1741, loss: 2.1741, grad_norm: 3.5618 2020-10-15 21:53:07,890 - mmaction - INFO - Epoch [63][1400/1743] lr: 1.000e-03, eta: 17:25:07, time: 0.794, data_time: 0.008, memory: 3025, loss_cls: 2.2020, loss: 2.2020, grad_norm: 3.5687 2020-10-15 21:53:24,288 - mmaction - INFO - Epoch [63][1420/1743] lr: 1.000e-03, eta: 17:24:45, time: 0.809, data_time: 0.005, memory: 3025, loss_cls: 2.1975, loss: 2.1975, grad_norm: 3.5636 2020-10-15 21:53:40,487 - mmaction - INFO - Epoch [63][1440/1743] lr: 1.000e-03, eta: 17:24:24, time: 0.816, data_time: 0.020, memory: 3025, loss_cls: 2.1546, loss: 2.1546, grad_norm: 3.5765 2020-10-15 21:53:56,721 - mmaction - INFO - Epoch [63][1460/1743] lr: 1.000e-03, eta: 17:24:03, time: 0.808, data_time: 0.013, memory: 3025, loss_cls: 2.1799, loss: 2.1799, grad_norm: 3.5568 2020-10-15 21:54:12,631 - mmaction - INFO - Epoch [63][1480/1743] lr: 1.000e-03, eta: 17:23:42, time: 0.804, data_time: 0.016, memory: 3025, loss_cls: 2.2088, loss: 2.2088, grad_norm: 3.5833 2020-10-15 21:54:28,743 - mmaction - INFO - Epoch [63][1500/1743] lr: 1.000e-03, eta: 17:23:20, time: 0.800, data_time: 0.007, memory: 3025, loss_cls: 2.2315, loss: 2.2315, grad_norm: 3.5564 2020-10-15 21:54:44,510 - mmaction - INFO - Epoch [63][1520/1743] lr: 1.000e-03, eta: 17:22:59, time: 0.788, data_time: 0.009, memory: 3025, loss_cls: 2.2013, loss: 2.2013, grad_norm: 3.5409 2020-10-15 21:55:00,913 - mmaction - INFO - Epoch [63][1540/1743] lr: 1.000e-03, eta: 17:22:38, time: 0.822, data_time: 0.008, memory: 3025, loss_cls: 2.2201, loss: 2.2201, grad_norm: 3.6014 2020-10-15 21:55:16,964 - mmaction - INFO - Epoch [63][1560/1743] lr: 1.000e-03, eta: 17:22:17, time: 0.809, data_time: 0.009, memory: 3025, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.6366 2020-10-15 21:55:32,953 - mmaction - INFO - Epoch [63][1580/1743] lr: 1.000e-03, eta: 17:21:55, time: 0.798, data_time: 0.000, memory: 3025, loss_cls: 2.1644, loss: 2.1644, grad_norm: 3.5653 2020-10-15 21:55:49,205 - mmaction - INFO - Epoch [63][1600/1743] lr: 1.000e-03, eta: 17:21:34, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.2262, loss: 2.2262, grad_norm: 3.6003 2020-10-15 21:56:05,178 - mmaction - INFO - Epoch [63][1620/1743] lr: 1.000e-03, eta: 17:21:13, time: 0.797, data_time: 0.010, memory: 3025, loss_cls: 2.1820, loss: 2.1820, grad_norm: 3.5828 2020-10-15 21:56:21,761 - mmaction - INFO - Epoch [63][1640/1743] lr: 1.000e-03, eta: 17:20:52, time: 0.830, data_time: 0.007, memory: 3025, loss_cls: 2.2051, loss: 2.2051, grad_norm: 3.6512 2020-10-15 21:56:38,334 - mmaction - INFO - Epoch [63][1660/1743] lr: 1.000e-03, eta: 17:20:31, time: 0.830, data_time: 0.006, memory: 3025, loss_cls: 2.2254, loss: 2.2254, grad_norm: 3.6269 2020-10-15 21:56:54,942 - mmaction - INFO - Epoch [63][1680/1743] lr: 1.000e-03, eta: 17:20:10, time: 0.829, data_time: 0.005, memory: 3025, loss_cls: 2.2165, loss: 2.2165, grad_norm: 3.5764 2020-10-15 21:57:10,499 - mmaction - INFO - Epoch [63][1700/1743] lr: 1.000e-03, eta: 17:19:48, time: 0.777, data_time: 0.007, memory: 3025, loss_cls: 2.1982, loss: 2.1982, grad_norm: 3.5681 2020-10-15 21:57:26,665 - mmaction - INFO - Epoch [63][1720/1743] lr: 1.000e-03, eta: 17:19:27, time: 0.806, data_time: 0.008, memory: 3025, loss_cls: 2.1657, loss: 2.1657, grad_norm: 3.5141 2020-10-15 21:57:42,594 - mmaction - INFO - Epoch [63][1740/1743] lr: 1.000e-03, eta: 17:19:06, time: 0.803, data_time: 0.009, memory: 3025, loss_cls: 2.1895, loss: 2.1895, grad_norm: 3.5422 2020-10-15 21:58:22,747 - mmaction - INFO - Epoch [64][20/1743] lr: 1.000e-03, eta: 17:18:53, time: 1.865, data_time: 1.085, memory: 3025, loss_cls: 2.1794, loss: 2.1794, grad_norm: 3.5675 2020-10-15 21:58:39,821 - mmaction - INFO - Epoch [64][40/1743] lr: 1.000e-03, eta: 17:18:32, time: 0.856, data_time: 0.013, memory: 3025, loss_cls: 2.1882, loss: 2.1882, grad_norm: 3.5620 2020-10-15 21:58:57,273 - mmaction - INFO - Epoch [64][60/1743] lr: 1.000e-03, eta: 17:18:11, time: 0.870, data_time: 0.005, memory: 3025, loss_cls: 2.1891, loss: 2.1891, grad_norm: 3.5849 2020-10-15 21:59:14,418 - mmaction - INFO - Epoch [64][80/1743] lr: 1.000e-03, eta: 17:17:51, time: 0.857, data_time: 0.006, memory: 3025, loss_cls: 2.2131, loss: 2.2131, grad_norm: 3.6314 2020-10-15 21:59:30,806 - mmaction - INFO - Epoch [64][100/1743] lr: 1.000e-03, eta: 17:17:30, time: 0.816, data_time: 0.006, memory: 3025, loss_cls: 2.1855, loss: 2.1855, grad_norm: 3.5505 2020-10-15 21:59:46,988 - mmaction - INFO - Epoch [64][120/1743] lr: 1.000e-03, eta: 17:17:09, time: 0.814, data_time: 0.008, memory: 3025, loss_cls: 2.1828, loss: 2.1828, grad_norm: 3.5511 2020-10-15 22:00:03,121 - mmaction - INFO - Epoch [64][140/1743] lr: 1.000e-03, eta: 17:16:47, time: 0.807, data_time: 0.007, memory: 3025, loss_cls: 2.1794, loss: 2.1794, grad_norm: 3.5103 2020-10-15 22:00:19,596 - mmaction - INFO - Epoch [64][160/1743] lr: 1.000e-03, eta: 17:16:26, time: 0.817, data_time: 0.003, memory: 3025, loss_cls: 2.1800, loss: 2.1800, grad_norm: 3.5537 2020-10-15 22:00:35,528 - mmaction - INFO - Epoch [64][180/1743] lr: 1.000e-03, eta: 17:16:05, time: 0.801, data_time: 0.015, memory: 3025, loss_cls: 2.1730, loss: 2.1730, grad_norm: 3.5204 2020-10-15 22:00:51,830 - mmaction - INFO - Epoch [64][200/1743] lr: 1.000e-03, eta: 17:15:44, time: 0.818, data_time: 0.007, memory: 3025, loss_cls: 2.1967, loss: 2.1967, grad_norm: 3.5289 2020-10-15 22:01:08,082 - mmaction - INFO - Epoch [64][220/1743] lr: 1.000e-03, eta: 17:15:23, time: 0.813, data_time: 0.002, memory: 3025, loss_cls: 2.1915, loss: 2.1915, grad_norm: 3.5879 2020-10-15 22:01:24,017 - mmaction - INFO - Epoch [64][240/1743] lr: 1.000e-03, eta: 17:15:02, time: 0.794, data_time: 0.004, memory: 3025, loss_cls: 2.2040, loss: 2.2040, grad_norm: 3.5353 2020-10-15 22:01:39,911 - mmaction - INFO - Epoch [64][260/1743] lr: 1.000e-03, eta: 17:14:40, time: 0.791, data_time: 0.004, memory: 3025, loss_cls: 2.1922, loss: 2.1922, grad_norm: 3.5772 2020-10-15 22:01:56,431 - mmaction - INFO - Epoch [64][280/1743] lr: 1.000e-03, eta: 17:14:19, time: 0.825, data_time: 0.009, memory: 3025, loss_cls: 2.1770, loss: 2.1770, grad_norm: 3.5680 2020-10-15 22:02:12,849 - mmaction - INFO - Epoch [64][300/1743] lr: 1.000e-03, eta: 17:13:58, time: 0.821, data_time: 0.012, memory: 3025, loss_cls: 2.1655, loss: 2.1655, grad_norm: 3.4832 2020-10-15 22:02:28,255 - mmaction - INFO - Epoch [64][320/1743] lr: 1.000e-03, eta: 17:13:37, time: 0.774, data_time: 0.009, memory: 3025, loss_cls: 2.1395, loss: 2.1395, grad_norm: 3.5494 2020-10-15 22:02:44,026 - mmaction - INFO - Epoch [64][340/1743] lr: 1.000e-03, eta: 17:13:15, time: 0.786, data_time: 0.006, memory: 3025, loss_cls: 2.1658, loss: 2.1658, grad_norm: 3.5086 2020-10-15 22:02:59,965 - mmaction - INFO - Epoch [64][360/1743] lr: 1.000e-03, eta: 17:12:54, time: 0.800, data_time: 0.008, memory: 3025, loss_cls: 2.1588, loss: 2.1588, grad_norm: 3.5416 2020-10-15 22:03:16,290 - mmaction - INFO - Epoch [64][380/1743] lr: 1.000e-03, eta: 17:12:33, time: 0.819, data_time: 0.005, memory: 3025, loss_cls: 2.2112, loss: 2.2112, grad_norm: 3.5827 2020-10-15 22:03:31,886 - mmaction - INFO - Epoch [64][400/1743] lr: 1.000e-03, eta: 17:12:11, time: 0.775, data_time: 0.003, memory: 3025, loss_cls: 2.1964, loss: 2.1964, grad_norm: 3.6400 2020-10-15 22:03:47,400 - mmaction - INFO - Epoch [64][420/1743] lr: 1.000e-03, eta: 17:11:50, time: 0.778, data_time: 0.007, memory: 3025, loss_cls: 2.1656, loss: 2.1656, grad_norm: 3.5432 2020-10-15 22:04:03,505 - mmaction - INFO - Epoch [64][440/1743] lr: 1.000e-03, eta: 17:11:29, time: 0.805, data_time: 0.005, memory: 3025, loss_cls: 2.1911, loss: 2.1911, grad_norm: 3.5543 2020-10-15 22:04:19,729 - mmaction - INFO - Epoch [64][460/1743] lr: 1.000e-03, eta: 17:11:07, time: 0.806, data_time: 0.007, memory: 3025, loss_cls: 2.1821, loss: 2.1821, grad_norm: 3.6125 2020-10-15 22:04:35,536 - mmaction - INFO - Epoch [64][480/1743] lr: 1.000e-03, eta: 17:10:46, time: 0.795, data_time: 0.012, memory: 3025, loss_cls: 2.2111, loss: 2.2111, grad_norm: 3.5729 2020-10-15 22:04:51,869 - mmaction - INFO - Epoch [64][500/1743] lr: 1.000e-03, eta: 17:10:25, time: 0.819, data_time: 0.006, memory: 3025, loss_cls: 2.1590, loss: 2.1590, grad_norm: 3.5380 2020-10-15 22:05:08,215 - mmaction - INFO - Epoch [64][520/1743] lr: 1.000e-03, eta: 17:10:04, time: 0.810, data_time: 0.001, memory: 3025, loss_cls: 2.2083, loss: 2.2083, grad_norm: 3.5792 2020-10-15 22:05:24,416 - mmaction - INFO - Epoch [64][540/1743] lr: 1.000e-03, eta: 17:09:43, time: 0.809, data_time: 0.009, memory: 3025, loss_cls: 2.1691, loss: 2.1691, grad_norm: 3.5697 2020-10-15 22:05:40,976 - mmaction - INFO - Epoch [64][560/1743] lr: 1.000e-03, eta: 17:09:22, time: 0.834, data_time: 0.011, memory: 3025, loss_cls: 2.2201, loss: 2.2201, grad_norm: 3.6457 2020-10-15 22:05:57,227 - mmaction - INFO - Epoch [64][580/1743] lr: 1.000e-03, eta: 17:09:01, time: 0.808, data_time: 0.005, memory: 3025, loss_cls: 2.1977, loss: 2.1977, grad_norm: 3.6919 2020-10-15 22:06:13,402 - mmaction - INFO - Epoch [64][600/1743] lr: 1.000e-03, eta: 17:08:40, time: 0.811, data_time: 0.011, memory: 3025, loss_cls: 2.1923, loss: 2.1923, grad_norm: 3.5768 2020-10-15 22:06:29,789 - mmaction - INFO - Epoch [64][620/1743] lr: 1.000e-03, eta: 17:08:19, time: 0.818, data_time: 0.006, memory: 3025, loss_cls: 2.1591, loss: 2.1591, grad_norm: 3.4992 2020-10-15 22:06:45,944 - mmaction - INFO - Epoch [64][640/1743] lr: 1.000e-03, eta: 17:07:57, time: 0.805, data_time: 0.007, memory: 3025, loss_cls: 2.1716, loss: 2.1716, grad_norm: 3.5790 2020-10-15 22:07:01,891 - mmaction - INFO - Epoch [64][660/1743] lr: 1.000e-03, eta: 17:07:36, time: 0.796, data_time: 0.010, memory: 3025, loss_cls: 2.1674, loss: 2.1674, grad_norm: 3.5066 2020-10-15 22:07:17,743 - mmaction - INFO - Epoch [64][680/1743] lr: 1.000e-03, eta: 17:07:15, time: 0.799, data_time: 0.011, memory: 3025, loss_cls: 2.1879, loss: 2.1879, grad_norm: 3.5987 2020-10-15 22:07:34,426 - mmaction - INFO - Epoch [64][700/1743] lr: 1.000e-03, eta: 17:06:54, time: 0.836, data_time: 0.005, memory: 3025, loss_cls: 2.1906, loss: 2.1906, grad_norm: 3.6035 2020-10-15 22:07:50,884 - mmaction - INFO - Epoch [64][720/1743] lr: 1.000e-03, eta: 17:06:33, time: 0.817, data_time: 0.004, memory: 3025, loss_cls: 2.2146, loss: 2.2146, grad_norm: 3.6677 2020-10-15 22:08:06,946 - mmaction - INFO - Epoch [64][740/1743] lr: 1.000e-03, eta: 17:06:12, time: 0.809, data_time: 0.010, memory: 3025, loss_cls: 2.2022, loss: 2.2022, grad_norm: 3.6447 2020-10-15 22:08:22,909 - mmaction - INFO - Epoch [64][760/1743] lr: 1.000e-03, eta: 17:05:51, time: 0.797, data_time: 0.007, memory: 3025, loss_cls: 2.1939, loss: 2.1939, grad_norm: 3.5584 2020-10-15 22:08:39,062 - mmaction - INFO - Epoch [64][780/1743] lr: 1.000e-03, eta: 17:05:29, time: 0.805, data_time: 0.003, memory: 3025, loss_cls: 2.1556, loss: 2.1556, grad_norm: 3.6058 2020-10-15 22:08:55,280 - mmaction - INFO - Epoch [64][800/1743] lr: 1.000e-03, eta: 17:05:08, time: 0.813, data_time: 0.007, memory: 3025, loss_cls: 2.1962, loss: 2.1962, grad_norm: 3.5133 2020-10-15 22:09:11,563 - mmaction - INFO - Epoch [64][820/1743] lr: 1.000e-03, eta: 17:04:47, time: 0.816, data_time: 0.004, memory: 3025, loss_cls: 2.1794, loss: 2.1794, grad_norm: 3.5994 2020-10-15 22:09:28,325 - mmaction - INFO - Epoch [64][840/1743] lr: 1.000e-03, eta: 17:04:27, time: 0.837, data_time: 0.002, memory: 3025, loss_cls: 2.1757, loss: 2.1757, grad_norm: 3.5665 2020-10-15 22:09:44,979 - mmaction - INFO - Epoch [64][860/1743] lr: 1.000e-03, eta: 17:04:06, time: 0.833, data_time: 0.005, memory: 3025, loss_cls: 2.2177, loss: 2.2177, grad_norm: 3.6103 2020-10-15 22:10:01,142 - mmaction - INFO - Epoch [64][880/1743] lr: 1.000e-03, eta: 17:03:45, time: 0.799, data_time: 0.003, memory: 3025, loss_cls: 2.1624, loss: 2.1624, grad_norm: 3.5621 2020-10-15 22:10:17,680 - mmaction - INFO - Epoch [64][900/1743] lr: 1.000e-03, eta: 17:03:24, time: 0.837, data_time: 0.013, memory: 3025, loss_cls: 2.1986, loss: 2.1986, grad_norm: 3.5643 2020-10-15 22:10:34,921 - mmaction - INFO - Epoch [64][920/1743] lr: 1.000e-03, eta: 17:03:03, time: 0.860, data_time: 0.003, memory: 3025, loss_cls: 2.2225, loss: 2.2225, grad_norm: 3.6272 2020-10-15 22:10:51,216 - mmaction - INFO - Epoch [64][940/1743] lr: 1.000e-03, eta: 17:02:42, time: 0.813, data_time: 0.004, memory: 3025, loss_cls: 2.2366, loss: 2.2366, grad_norm: 3.6700 2020-10-15 22:11:07,542 - mmaction - INFO - Epoch [64][960/1743] lr: 1.000e-03, eta: 17:02:21, time: 0.817, data_time: 0.006, memory: 3025, loss_cls: 2.1666, loss: 2.1666, grad_norm: 3.5260 2020-10-15 22:11:24,021 - mmaction - INFO - Epoch [64][980/1743] lr: 1.000e-03, eta: 17:02:00, time: 0.821, data_time: 0.004, memory: 3025, loss_cls: 2.1898, loss: 2.1898, grad_norm: 3.6094 2020-10-15 22:11:41,086 - mmaction - INFO - Epoch [64][1000/1743] lr: 1.000e-03, eta: 17:01:40, time: 0.853, data_time: 0.009, memory: 3025, loss_cls: 2.1804, loss: 2.1804, grad_norm: 3.5706 2020-10-15 22:11:57,264 - mmaction - INFO - Epoch [64][1020/1743] lr: 1.000e-03, eta: 17:01:18, time: 0.810, data_time: 0.007, memory: 3025, loss_cls: 2.1980, loss: 2.1980, grad_norm: 3.5922 2020-10-15 22:12:12,803 - mmaction - INFO - Epoch [64][1040/1743] lr: 1.000e-03, eta: 17:00:57, time: 0.782, data_time: 0.009, memory: 3025, loss_cls: 2.1672, loss: 2.1672, grad_norm: 3.4611 2020-10-15 22:12:28,497 - mmaction - INFO - Epoch [64][1060/1743] lr: 1.000e-03, eta: 17:00:36, time: 0.784, data_time: 0.003, memory: 3025, loss_cls: 2.1952, loss: 2.1952, grad_norm: 3.5774 2020-10-15 22:12:44,306 - mmaction - INFO - Epoch [64][1080/1743] lr: 1.000e-03, eta: 17:00:14, time: 0.791, data_time: 0.003, memory: 3025, loss_cls: 2.2212, loss: 2.2212, grad_norm: 3.5686 2020-10-15 22:13:00,082 - mmaction - INFO - Epoch [64][1100/1743] lr: 1.000e-03, eta: 16:59:53, time: 0.789, data_time: 0.006, memory: 3025, loss_cls: 2.2114, loss: 2.2114, grad_norm: 3.5928 2020-10-15 22:13:15,865 - mmaction - INFO - Epoch [64][1120/1743] lr: 1.000e-03, eta: 16:59:32, time: 0.787, data_time: 0.014, memory: 3025, loss_cls: 2.2377, loss: 2.2377, grad_norm: 3.6010 2020-10-15 22:13:31,745 - mmaction - INFO - Epoch [64][1140/1743] lr: 1.000e-03, eta: 16:59:10, time: 0.796, data_time: 0.005, memory: 3025, loss_cls: 2.1939, loss: 2.1939, grad_norm: 3.6287 2020-10-15 22:13:47,577 - mmaction - INFO - Epoch [64][1160/1743] lr: 1.000e-03, eta: 16:58:49, time: 0.790, data_time: 0.005, memory: 3025, loss_cls: 2.1889, loss: 2.1889, grad_norm: 3.5312 2020-10-15 22:14:03,713 - mmaction - INFO - Epoch [64][1180/1743] lr: 1.000e-03, eta: 16:58:28, time: 0.801, data_time: 0.003, memory: 3025, loss_cls: 2.1756, loss: 2.1756, grad_norm: 3.5661 2020-10-15 22:14:19,751 - mmaction - INFO - Epoch [64][1200/1743] lr: 1.000e-03, eta: 16:58:07, time: 0.804, data_time: 0.008, memory: 3025, loss_cls: 2.2174, loss: 2.2174, grad_norm: 3.6057 2020-10-15 22:14:36,166 - mmaction - INFO - Epoch [64][1220/1743] lr: 1.000e-03, eta: 16:57:46, time: 0.823, data_time: 0.007, memory: 3025, loss_cls: 2.2217, loss: 2.2217, grad_norm: 3.6506 2020-10-15 22:14:52,129 - mmaction - INFO - Epoch [64][1240/1743] lr: 1.000e-03, eta: 16:57:25, time: 0.798, data_time: 0.005, memory: 3025, loss_cls: 2.1981, loss: 2.1981, grad_norm: 3.5585 2020-10-15 22:15:08,811 - mmaction - INFO - Epoch [64][1260/1743] lr: 1.000e-03, eta: 16:57:04, time: 0.837, data_time: 0.005, memory: 3025, loss_cls: 2.2097, loss: 2.2097, grad_norm: 3.5805 2020-10-15 22:15:25,175 - mmaction - INFO - Epoch [64][1280/1743] lr: 1.000e-03, eta: 16:56:43, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.1763, loss: 2.1763, grad_norm: 3.5395 2020-10-15 22:15:42,081 - mmaction - INFO - Epoch [64][1300/1743] lr: 1.000e-03, eta: 16:56:22, time: 0.848, data_time: 0.006, memory: 3025, loss_cls: 2.1602, loss: 2.1602, grad_norm: 3.5857 2020-10-15 22:15:57,904 - mmaction - INFO - Epoch [64][1320/1743] lr: 1.000e-03, eta: 16:56:01, time: 0.790, data_time: 0.004, memory: 3025, loss_cls: 2.2066, loss: 2.2066, grad_norm: 3.6163 2020-10-15 22:16:14,054 - mmaction - INFO - Epoch [64][1340/1743] lr: 1.000e-03, eta: 16:55:40, time: 0.804, data_time: 0.005, memory: 3025, loss_cls: 2.2402, loss: 2.2402, grad_norm: 3.6518 2020-10-15 22:16:29,927 - mmaction - INFO - Epoch [64][1360/1743] lr: 1.000e-03, eta: 16:55:19, time: 0.798, data_time: 0.010, memory: 3025, loss_cls: 2.2116, loss: 2.2116, grad_norm: 3.5266 2020-10-15 22:16:46,673 - mmaction - INFO - Epoch [64][1380/1743] lr: 1.000e-03, eta: 16:54:58, time: 0.831, data_time: 0.007, memory: 3025, loss_cls: 2.2046, loss: 2.2046, grad_norm: 3.5417 2020-10-15 22:17:03,300 - mmaction - INFO - Epoch [64][1400/1743] lr: 1.000e-03, eta: 16:54:37, time: 0.830, data_time: 0.010, memory: 3025, loss_cls: 2.1909, loss: 2.1909, grad_norm: 3.5908 2020-10-15 22:17:19,631 - mmaction - INFO - Epoch [64][1420/1743] lr: 1.000e-03, eta: 16:54:16, time: 0.826, data_time: 0.013, memory: 3025, loss_cls: 2.2200, loss: 2.2200, grad_norm: 3.5842 2020-10-15 22:17:36,338 - mmaction - INFO - Epoch [64][1440/1743] lr: 1.000e-03, eta: 16:53:55, time: 0.829, data_time: 0.002, memory: 3025, loss_cls: 2.1862, loss: 2.1862, grad_norm: 3.6244 2020-10-15 22:17:52,534 - mmaction - INFO - Epoch [64][1460/1743] lr: 1.000e-03, eta: 16:53:34, time: 0.813, data_time: 0.009, memory: 3025, loss_cls: 2.2091, loss: 2.2091, grad_norm: 3.5604 2020-10-15 22:18:09,022 - mmaction - INFO - Epoch [64][1480/1743] lr: 1.000e-03, eta: 16:53:13, time: 0.825, data_time: 0.006, memory: 3025, loss_cls: 2.2163, loss: 2.2163, grad_norm: 3.6379 2020-10-15 22:18:26,441 - mmaction - INFO - Epoch [64][1500/1743] lr: 1.000e-03, eta: 16:52:53, time: 0.870, data_time: 0.004, memory: 3025, loss_cls: 2.1631, loss: 2.1631, grad_norm: 3.6248 2020-10-15 22:18:42,996 - mmaction - INFO - Epoch [64][1520/1743] lr: 1.000e-03, eta: 16:52:32, time: 0.828, data_time: 0.004, memory: 3025, loss_cls: 2.1856, loss: 2.1856, grad_norm: 3.6420 2020-10-15 22:18:59,130 - mmaction - INFO - Epoch [64][1540/1743] lr: 1.000e-03, eta: 16:52:11, time: 0.806, data_time: 0.004, memory: 3025, loss_cls: 2.1876, loss: 2.1876, grad_norm: 3.5991 2020-10-15 22:19:16,080 - mmaction - INFO - Epoch [64][1560/1743] lr: 1.000e-03, eta: 16:51:50, time: 0.847, data_time: 0.004, memory: 3025, loss_cls: 2.1820, loss: 2.1820, grad_norm: 3.6303 2020-10-15 22:19:32,816 - mmaction - INFO - Epoch [64][1580/1743] lr: 1.000e-03, eta: 16:51:30, time: 0.837, data_time: 0.005, memory: 3025, loss_cls: 2.1529, loss: 2.1529, grad_norm: 3.5829 2020-10-15 22:19:49,587 - mmaction - INFO - Epoch [64][1600/1743] lr: 1.000e-03, eta: 16:51:09, time: 0.840, data_time: 0.003, memory: 3025, loss_cls: 2.1907, loss: 2.1907, grad_norm: 3.5902 2020-10-15 22:20:06,111 - mmaction - INFO - Epoch [64][1620/1743] lr: 1.000e-03, eta: 16:50:48, time: 0.822, data_time: 0.002, memory: 3025, loss_cls: 2.1703, loss: 2.1703, grad_norm: 3.5588 2020-10-15 22:20:22,196 - mmaction - INFO - Epoch [64][1640/1743] lr: 1.000e-03, eta: 16:50:27, time: 0.808, data_time: 0.009, memory: 3025, loss_cls: 2.2089, loss: 2.2089, grad_norm: 3.6186 2020-10-15 22:20:38,401 - mmaction - INFO - Epoch [64][1660/1743] lr: 1.000e-03, eta: 16:50:06, time: 0.806, data_time: 0.004, memory: 3025, loss_cls: 2.2090, loss: 2.2090, grad_norm: 3.5849 2020-10-15 22:20:54,280 - mmaction - INFO - Epoch [64][1680/1743] lr: 1.000e-03, eta: 16:49:45, time: 0.797, data_time: 0.008, memory: 3025, loss_cls: 2.1859, loss: 2.1859, grad_norm: 3.5789 2020-10-15 22:21:10,820 - mmaction - INFO - Epoch [64][1700/1743] lr: 1.000e-03, eta: 16:49:24, time: 0.825, data_time: 0.003, memory: 3025, loss_cls: 2.1816, loss: 2.1816, grad_norm: 3.6299 2020-10-15 22:21:26,802 - mmaction - INFO - Epoch [64][1720/1743] lr: 1.000e-03, eta: 16:49:03, time: 0.801, data_time: 0.010, memory: 3025, loss_cls: 2.2015, loss: 2.2015, grad_norm: 3.6137 2020-10-15 22:21:42,422 - mmaction - INFO - Epoch [64][1740/1743] lr: 1.000e-03, eta: 16:48:41, time: 0.776, data_time: 0.010, memory: 3025, loss_cls: 2.1983, loss: 2.1983, grad_norm: 3.8107 2020-10-15 22:22:19,660 - mmaction - INFO - Epoch [65][20/1743] lr: 1.000e-03, eta: 16:48:26, time: 1.701, data_time: 0.789, memory: 3025, loss_cls: 2.2149, loss: 2.2149, grad_norm: 3.6490 2020-10-15 22:22:36,321 - mmaction - INFO - Epoch [65][40/1743] lr: 1.000e-03, eta: 16:48:05, time: 0.832, data_time: 0.010, memory: 3025, loss_cls: 2.1869, loss: 2.1869, grad_norm: 3.6182 2020-10-15 22:22:52,444 - mmaction - INFO - Epoch [65][60/1743] lr: 1.000e-03, eta: 16:47:44, time: 0.804, data_time: 0.006, memory: 3025, loss_cls: 2.1630, loss: 2.1630, grad_norm: 3.5939 2020-10-15 22:23:09,023 - mmaction - INFO - Epoch [65][80/1743] lr: 1.000e-03, eta: 16:47:23, time: 0.828, data_time: 0.008, memory: 3025, loss_cls: 2.1976, loss: 2.1976, grad_norm: 3.5834 2020-10-15 22:23:25,485 - mmaction - INFO - Epoch [65][100/1743] lr: 1.000e-03, eta: 16:47:02, time: 0.818, data_time: 0.010, memory: 3025, loss_cls: 2.2131, loss: 2.2131, grad_norm: 3.5699 2020-10-15 22:23:41,854 - mmaction - INFO - Epoch [65][120/1743] lr: 1.000e-03, eta: 16:46:41, time: 0.823, data_time: 0.014, memory: 3025, loss_cls: 2.2001, loss: 2.2001, grad_norm: 3.5856 2020-10-15 22:23:58,092 - mmaction - INFO - Epoch [65][140/1743] lr: 1.000e-03, eta: 16:46:20, time: 0.816, data_time: 0.009, memory: 3025, loss_cls: 2.1603, loss: 2.1603, grad_norm: 3.6128 2020-10-15 22:24:15,711 - mmaction - INFO - Epoch [65][160/1743] lr: 1.000e-03, eta: 16:46:00, time: 0.879, data_time: 0.006, memory: 3025, loss_cls: 2.1741, loss: 2.1741, grad_norm: 3.5416 2020-10-15 22:24:32,012 - mmaction - INFO - Epoch [65][180/1743] lr: 1.000e-03, eta: 16:45:39, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.1797, loss: 2.1797, grad_norm: 3.5782 2020-10-15 22:24:48,521 - mmaction - INFO - Epoch [65][200/1743] lr: 1.000e-03, eta: 16:45:18, time: 0.830, data_time: 0.007, memory: 3025, loss_cls: 2.2066, loss: 2.2066, grad_norm: 3.6735 2020-10-15 22:25:04,865 - mmaction - INFO - Epoch [65][220/1743] lr: 1.000e-03, eta: 16:44:57, time: 0.816, data_time: 0.003, memory: 3025, loss_cls: 2.2071, loss: 2.2071, grad_norm: 3.6191 2020-10-15 22:25:21,930 - mmaction - INFO - Epoch [65][240/1743] lr: 1.000e-03, eta: 16:44:37, time: 0.851, data_time: 0.002, memory: 3025, loss_cls: 2.1892, loss: 2.1892, grad_norm: 3.6123 2020-10-15 22:25:37,977 - mmaction - INFO - Epoch [65][260/1743] lr: 1.000e-03, eta: 16:44:16, time: 0.800, data_time: 0.005, memory: 3025, loss_cls: 2.1843, loss: 2.1843, grad_norm: 3.5448 2020-10-15 22:25:54,985 - mmaction - INFO - Epoch [65][280/1743] lr: 1.000e-03, eta: 16:43:55, time: 0.851, data_time: 0.008, memory: 3025, loss_cls: 2.1694, loss: 2.1694, grad_norm: 3.5741 2020-10-15 22:26:11,408 - mmaction - INFO - Epoch [65][300/1743] lr: 1.000e-03, eta: 16:43:34, time: 0.822, data_time: 0.009, memory: 3025, loss_cls: 2.2238, loss: 2.2238, grad_norm: 3.6490 2020-10-15 22:26:27,685 - mmaction - INFO - Epoch [65][320/1743] lr: 1.000e-03, eta: 16:43:13, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.1997, loss: 2.1997, grad_norm: 3.5047 2020-10-15 22:26:44,080 - mmaction - INFO - Epoch [65][340/1743] lr: 1.000e-03, eta: 16:42:53, time: 0.821, data_time: 0.006, memory: 3025, loss_cls: 2.2057, loss: 2.2057, grad_norm: 3.6009 2020-10-15 22:27:00,221 - mmaction - INFO - Epoch [65][360/1743] lr: 1.000e-03, eta: 16:42:31, time: 0.806, data_time: 0.008, memory: 3025, loss_cls: 2.1935, loss: 2.1935, grad_norm: 3.6509 2020-10-15 22:27:16,009 - mmaction - INFO - Epoch [65][380/1743] lr: 1.000e-03, eta: 16:42:10, time: 0.790, data_time: 0.006, memory: 3025, loss_cls: 2.1677, loss: 2.1677, grad_norm: 3.6012 2020-10-15 22:27:33,326 - mmaction - INFO - Epoch [65][400/1743] lr: 1.000e-03, eta: 16:41:50, time: 0.856, data_time: 0.006, memory: 3025, loss_cls: 2.1860, loss: 2.1860, grad_norm: 3.6457 2020-10-15 22:27:49,409 - mmaction - INFO - Epoch [65][420/1743] lr: 1.000e-03, eta: 16:41:29, time: 0.815, data_time: 0.015, memory: 3025, loss_cls: 2.2178, loss: 2.2178, grad_norm: 3.6835 2020-10-15 22:28:05,271 - mmaction - INFO - Epoch [65][440/1743] lr: 1.000e-03, eta: 16:41:08, time: 0.786, data_time: 0.004, memory: 3025, loss_cls: 2.1908, loss: 2.1908, grad_norm: 3.5836 2020-10-15 22:28:21,877 - mmaction - INFO - Epoch [65][460/1743] lr: 1.000e-03, eta: 16:40:47, time: 0.834, data_time: 0.011, memory: 3025, loss_cls: 2.1975, loss: 2.1975, grad_norm: 3.6239 2020-10-15 22:28:38,458 - mmaction - INFO - Epoch [65][480/1743] lr: 1.000e-03, eta: 16:40:26, time: 0.831, data_time: 0.007, memory: 3025, loss_cls: 2.1898, loss: 2.1898, grad_norm: 3.5802 2020-10-15 22:28:55,113 - mmaction - INFO - Epoch [65][500/1743] lr: 1.000e-03, eta: 16:40:05, time: 0.836, data_time: 0.004, memory: 3025, loss_cls: 2.1976, loss: 2.1976, grad_norm: 3.6033 2020-10-15 22:29:12,097 - mmaction - INFO - Epoch [65][520/1743] lr: 1.000e-03, eta: 16:39:45, time: 0.838, data_time: 0.001, memory: 3025, loss_cls: 2.2058, loss: 2.2058, grad_norm: 3.6463 2020-10-15 22:29:28,894 - mmaction - INFO - Epoch [65][540/1743] lr: 1.000e-03, eta: 16:39:24, time: 0.844, data_time: 0.014, memory: 3025, loss_cls: 2.2043, loss: 2.2043, grad_norm: 3.6069 2020-10-15 22:29:45,173 - mmaction - INFO - Epoch [65][560/1743] lr: 1.000e-03, eta: 16:39:03, time: 0.818, data_time: 0.010, memory: 3025, loss_cls: 2.1756, loss: 2.1756, grad_norm: 3.5655 2020-10-15 22:30:01,192 - mmaction - INFO - Epoch [65][580/1743] lr: 1.000e-03, eta: 16:38:42, time: 0.801, data_time: 0.005, memory: 3025, loss_cls: 2.1707, loss: 2.1707, grad_norm: 3.5730 2020-10-15 22:30:18,746 - mmaction - INFO - Epoch [65][600/1743] lr: 1.000e-03, eta: 16:38:22, time: 0.870, data_time: 0.006, memory: 3025, loss_cls: 2.2470, loss: 2.2470, grad_norm: 3.6630 2020-10-15 22:30:34,737 - mmaction - INFO - Epoch [65][620/1743] lr: 1.000e-03, eta: 16:38:01, time: 0.804, data_time: 0.012, memory: 3025, loss_cls: 2.2075, loss: 2.2075, grad_norm: 3.6142 2020-10-15 22:30:51,079 - mmaction - INFO - Epoch [65][640/1743] lr: 1.000e-03, eta: 16:37:40, time: 0.822, data_time: 0.008, memory: 3025, loss_cls: 2.1595, loss: 2.1595, grad_norm: 3.5935 2020-10-15 22:31:08,288 - mmaction - INFO - Epoch [65][660/1743] lr: 1.000e-03, eta: 16:37:19, time: 0.850, data_time: 0.001, memory: 3025, loss_cls: 2.1716, loss: 2.1716, grad_norm: 3.6276 2020-10-15 22:31:24,518 - mmaction - INFO - Epoch [65][680/1743] lr: 1.000e-03, eta: 16:36:59, time: 0.822, data_time: 0.011, memory: 3025, loss_cls: 2.1668, loss: 2.1668, grad_norm: 3.5411 2020-10-15 22:31:41,172 - mmaction - INFO - Epoch [65][700/1743] lr: 1.000e-03, eta: 16:36:38, time: 0.832, data_time: 0.003, memory: 3025, loss_cls: 2.1751, loss: 2.1751, grad_norm: 3.5322 2020-10-15 22:31:58,379 - mmaction - INFO - Epoch [65][720/1743] lr: 1.000e-03, eta: 16:36:17, time: 0.852, data_time: 0.001, memory: 3025, loss_cls: 2.2003, loss: 2.2003, grad_norm: 3.5133 2020-10-15 22:32:14,477 - mmaction - INFO - Epoch [65][740/1743] lr: 1.000e-03, eta: 16:35:56, time: 0.805, data_time: 0.012, memory: 3025, loss_cls: 2.2187, loss: 2.2187, grad_norm: 3.6715 2020-10-15 22:32:30,493 - mmaction - INFO - Epoch [65][760/1743] lr: 1.000e-03, eta: 16:35:35, time: 0.809, data_time: 0.017, memory: 3025, loss_cls: 2.2023, loss: 2.2023, grad_norm: 3.6097 2020-10-15 22:32:46,436 - mmaction - INFO - Epoch [65][780/1743] lr: 1.000e-03, eta: 16:35:14, time: 0.795, data_time: 0.004, memory: 3025, loss_cls: 2.1920, loss: 2.1920, grad_norm: 3.6019 2020-10-15 22:33:02,557 - mmaction - INFO - Epoch [65][800/1743] lr: 1.000e-03, eta: 16:34:53, time: 0.805, data_time: 0.006, memory: 3025, loss_cls: 2.1794, loss: 2.1794, grad_norm: 3.6135 2020-10-15 22:33:18,804 - mmaction - INFO - Epoch [65][820/1743] lr: 1.000e-03, eta: 16:34:32, time: 0.817, data_time: 0.007, memory: 3025, loss_cls: 2.1924, loss: 2.1924, grad_norm: 3.5957 2020-10-15 22:33:34,601 - mmaction - INFO - Epoch [65][840/1743] lr: 1.000e-03, eta: 16:34:11, time: 0.790, data_time: 0.002, memory: 3025, loss_cls: 2.1488, loss: 2.1488, grad_norm: 3.6215 2020-10-15 22:33:51,360 - mmaction - INFO - Epoch [65][860/1743] lr: 1.000e-03, eta: 16:33:50, time: 0.837, data_time: 0.001, memory: 3025, loss_cls: 2.2073, loss: 2.2073, grad_norm: 3.6555 2020-10-15 22:34:07,445 - mmaction - INFO - Epoch [65][880/1743] lr: 1.000e-03, eta: 16:33:29, time: 0.799, data_time: 0.004, memory: 3025, loss_cls: 2.2102, loss: 2.2102, grad_norm: 3.6452 2020-10-15 22:34:23,298 - mmaction - INFO - Epoch [65][900/1743] lr: 1.000e-03, eta: 16:33:08, time: 0.792, data_time: 0.011, memory: 3025, loss_cls: 2.1980, loss: 2.1980, grad_norm: 3.6111 2020-10-15 22:34:39,399 - mmaction - INFO - Epoch [65][920/1743] lr: 1.000e-03, eta: 16:32:47, time: 0.810, data_time: 0.008, memory: 3025, loss_cls: 2.1863, loss: 2.1863, grad_norm: 3.6361 2020-10-15 22:34:55,890 - mmaction - INFO - Epoch [65][940/1743] lr: 1.000e-03, eta: 16:32:26, time: 0.818, data_time: 0.003, memory: 3025, loss_cls: 2.2084, loss: 2.2084, grad_norm: 3.6614 2020-10-15 22:35:11,830 - mmaction - INFO - Epoch [65][960/1743] lr: 1.000e-03, eta: 16:32:05, time: 0.798, data_time: 0.009, memory: 3025, loss_cls: 2.2105, loss: 2.2105, grad_norm: 3.6477 2020-10-15 22:35:27,918 - mmaction - INFO - Epoch [65][980/1743] lr: 1.000e-03, eta: 16:31:44, time: 0.811, data_time: 0.009, memory: 3025, loss_cls: 2.1979, loss: 2.1979, grad_norm: 3.6621 2020-10-15 22:35:44,647 - mmaction - INFO - Epoch [65][1000/1743] lr: 1.000e-03, eta: 16:31:24, time: 0.835, data_time: 0.004, memory: 3025, loss_cls: 2.1898, loss: 2.1898, grad_norm: 3.5558 2020-10-15 22:36:00,362 - mmaction - INFO - Epoch [65][1020/1743] lr: 1.000e-03, eta: 16:31:02, time: 0.783, data_time: 0.004, memory: 3025, loss_cls: 2.1855, loss: 2.1855, grad_norm: 3.6262 2020-10-15 22:36:17,124 - mmaction - INFO - Epoch [65][1040/1743] lr: 1.000e-03, eta: 16:30:42, time: 0.831, data_time: 0.003, memory: 3025, loss_cls: 2.1999, loss: 2.1999, grad_norm: 3.6707 2020-10-15 22:36:32,624 - mmaction - INFO - Epoch [65][1060/1743] lr: 1.000e-03, eta: 16:30:20, time: 0.783, data_time: 0.014, memory: 3025, loss_cls: 2.1967, loss: 2.1967, grad_norm: 3.6577 2020-10-15 22:36:49,045 - mmaction - INFO - Epoch [65][1080/1743] lr: 1.000e-03, eta: 16:30:00, time: 0.818, data_time: 0.002, memory: 3025, loss_cls: 2.2017, loss: 2.2017, grad_norm: 3.6213 2020-10-15 22:37:05,583 - mmaction - INFO - Epoch [65][1100/1743] lr: 1.000e-03, eta: 16:29:39, time: 0.822, data_time: 0.006, memory: 3025, loss_cls: 2.2200, loss: 2.2200, grad_norm: 3.6541 2020-10-15 22:37:21,461 - mmaction - INFO - Epoch [65][1120/1743] lr: 1.000e-03, eta: 16:29:18, time: 0.799, data_time: 0.011, memory: 3025, loss_cls: 2.1705, loss: 2.1705, grad_norm: 3.5727 2020-10-15 22:37:37,566 - mmaction - INFO - Epoch [65][1140/1743] lr: 1.000e-03, eta: 16:28:57, time: 0.806, data_time: 0.004, memory: 3025, loss_cls: 2.1994, loss: 2.1994, grad_norm: 3.5784 2020-10-15 22:37:54,058 - mmaction - INFO - Epoch [65][1160/1743] lr: 1.000e-03, eta: 16:28:36, time: 0.823, data_time: 0.004, memory: 3025, loss_cls: 2.2229, loss: 2.2229, grad_norm: 3.6097 2020-10-15 22:38:09,057 - mmaction - INFO - Epoch [65][1180/1743] lr: 1.000e-03, eta: 16:28:14, time: 0.753, data_time: 0.009, memory: 3025, loss_cls: 2.2038, loss: 2.2038, grad_norm: 3.5956 2020-10-15 22:38:25,349 - mmaction - INFO - Epoch [65][1200/1743] lr: 1.000e-03, eta: 16:27:53, time: 0.812, data_time: 0.002, memory: 3025, loss_cls: 2.1873, loss: 2.1873, grad_norm: 3.6218 2020-10-15 22:38:41,557 - mmaction - INFO - Epoch [65][1220/1743] lr: 1.000e-03, eta: 16:27:32, time: 0.807, data_time: 0.005, memory: 3025, loss_cls: 2.1710, loss: 2.1710, grad_norm: 3.5976 2020-10-15 22:38:58,587 - mmaction - INFO - Epoch [65][1240/1743] lr: 1.000e-03, eta: 16:27:12, time: 0.854, data_time: 0.008, memory: 3025, loss_cls: 2.1928, loss: 2.1928, grad_norm: 3.6044 2020-10-15 22:39:14,460 - mmaction - INFO - Epoch [65][1260/1743] lr: 1.000e-03, eta: 16:26:51, time: 0.797, data_time: 0.008, memory: 3025, loss_cls: 2.1863, loss: 2.1863, grad_norm: 3.6119 2020-10-15 22:39:30,163 - mmaction - INFO - Epoch [65][1280/1743] lr: 1.000e-03, eta: 16:26:30, time: 0.786, data_time: 0.003, memory: 3025, loss_cls: 2.1814, loss: 2.1814, grad_norm: 3.5323 2020-10-15 22:39:46,019 - mmaction - INFO - Epoch [65][1300/1743] lr: 1.000e-03, eta: 16:26:09, time: 0.792, data_time: 0.001, memory: 3025, loss_cls: 2.1960, loss: 2.1960, grad_norm: 3.6086 2020-10-15 22:40:02,214 - mmaction - INFO - Epoch [65][1320/1743] lr: 1.000e-03, eta: 16:25:48, time: 0.806, data_time: 0.004, memory: 3025, loss_cls: 2.1853, loss: 2.1853, grad_norm: 3.5912 2020-10-15 22:40:18,120 - mmaction - INFO - Epoch [65][1340/1743] lr: 1.000e-03, eta: 16:25:27, time: 0.794, data_time: 0.004, memory: 3025, loss_cls: 2.1996, loss: 2.1996, grad_norm: 3.5198 2020-10-15 22:40:33,573 - mmaction - INFO - Epoch [65][1360/1743] lr: 1.000e-03, eta: 16:25:05, time: 0.777, data_time: 0.012, memory: 3025, loss_cls: 2.1868, loss: 2.1868, grad_norm: 3.5722 2020-10-15 22:40:50,370 - mmaction - INFO - Epoch [65][1380/1743] lr: 1.000e-03, eta: 16:24:45, time: 0.825, data_time: 0.002, memory: 3025, loss_cls: 2.2138, loss: 2.2138, grad_norm: 3.6722 2020-10-15 22:41:05,815 - mmaction - INFO - Epoch [65][1400/1743] lr: 1.000e-03, eta: 16:24:23, time: 0.783, data_time: 0.015, memory: 3025, loss_cls: 2.2049, loss: 2.2049, grad_norm: 3.6397 2020-10-15 22:41:22,124 - mmaction - INFO - Epoch [65][1420/1743] lr: 1.000e-03, eta: 16:24:03, time: 0.816, data_time: 0.010, memory: 3025, loss_cls: 2.1711, loss: 2.1711, grad_norm: 3.6018 2020-10-15 22:41:38,584 - mmaction - INFO - Epoch [65][1440/1743] lr: 1.000e-03, eta: 16:23:42, time: 0.819, data_time: 0.005, memory: 3025, loss_cls: 2.1581, loss: 2.1581, grad_norm: 3.5728 2020-10-15 22:41:54,281 - mmaction - INFO - Epoch [65][1460/1743] lr: 1.000e-03, eta: 16:23:21, time: 0.787, data_time: 0.009, memory: 3025, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.6557 2020-10-15 22:42:10,413 - mmaction - INFO - Epoch [65][1480/1743] lr: 1.000e-03, eta: 16:23:00, time: 0.808, data_time: 0.011, memory: 3025, loss_cls: 2.1643, loss: 2.1643, grad_norm: 3.6277 2020-10-15 22:42:26,544 - mmaction - INFO - Epoch [65][1500/1743] lr: 1.000e-03, eta: 16:22:39, time: 0.809, data_time: 0.006, memory: 3025, loss_cls: 2.1999, loss: 2.1999, grad_norm: 3.6480 2020-10-15 22:42:43,333 - mmaction - INFO - Epoch [65][1520/1743] lr: 1.000e-03, eta: 16:22:18, time: 0.839, data_time: 0.002, memory: 3025, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.6125 2020-10-15 22:42:59,375 - mmaction - INFO - Epoch [65][1540/1743] lr: 1.000e-03, eta: 16:21:57, time: 0.799, data_time: 0.004, memory: 3025, loss_cls: 2.1747, loss: 2.1747, grad_norm: 3.5969 2020-10-15 22:43:15,619 - mmaction - INFO - Epoch [65][1560/1743] lr: 1.000e-03, eta: 16:21:36, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.2124, loss: 2.2124, grad_norm: 3.6299 2020-10-15 22:43:32,256 - mmaction - INFO - Epoch [65][1580/1743] lr: 1.000e-03, eta: 16:21:16, time: 0.836, data_time: 0.006, memory: 3025, loss_cls: 2.2091, loss: 2.2091, grad_norm: 3.6411 2020-10-15 22:43:48,898 - mmaction - INFO - Epoch [65][1600/1743] lr: 1.000e-03, eta: 16:20:55, time: 0.829, data_time: 0.003, memory: 3025, loss_cls: 2.1971, loss: 2.1971, grad_norm: 3.6486 2020-10-15 22:44:05,173 - mmaction - INFO - Epoch [65][1620/1743] lr: 1.000e-03, eta: 16:20:34, time: 0.813, data_time: 0.008, memory: 3025, loss_cls: 2.1949, loss: 2.1949, grad_norm: 3.6527 2020-10-15 22:44:21,730 - mmaction - INFO - Epoch [65][1640/1743] lr: 1.000e-03, eta: 16:20:13, time: 0.828, data_time: 0.005, memory: 3025, loss_cls: 2.1382, loss: 2.1382, grad_norm: 3.5557 2020-10-15 22:44:37,869 - mmaction - INFO - Epoch [65][1660/1743] lr: 1.000e-03, eta: 16:19:52, time: 0.805, data_time: 0.007, memory: 3025, loss_cls: 2.1821, loss: 2.1821, grad_norm: 3.4974 2020-10-15 22:44:54,204 - mmaction - INFO - Epoch [65][1680/1743] lr: 1.000e-03, eta: 16:19:32, time: 0.818, data_time: 0.009, memory: 3025, loss_cls: 2.1886, loss: 2.1886, grad_norm: 3.6461 2020-10-15 22:45:11,743 - mmaction - INFO - Epoch [65][1700/1743] lr: 1.000e-03, eta: 16:19:11, time: 0.878, data_time: 0.004, memory: 3025, loss_cls: 2.2161, loss: 2.2161, grad_norm: 3.5861 2020-10-15 22:45:27,849 - mmaction - INFO - Epoch [65][1720/1743] lr: 1.000e-03, eta: 16:18:51, time: 0.807, data_time: 0.009, memory: 3025, loss_cls: 2.2222, loss: 2.2222, grad_norm: 3.6783 2020-10-15 22:45:44,207 - mmaction - INFO - Epoch [65][1740/1743] lr: 1.000e-03, eta: 16:18:30, time: 0.819, data_time: 0.004, memory: 3025, loss_cls: 2.1579, loss: 2.1579, grad_norm: 3.5865 2020-10-15 22:45:49,285 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-10-15 22:47:47,930 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-15 22:47:53,977 - mmaction - INFO - mean_average_precision 0.7187 2020-10-15 22:47:54,050 - mmaction - INFO - Epoch(val) [65][1743] mean_average_precision: 0.7187 2020-10-15 22:48:20,407 - mmaction - INFO - Epoch [66][20/1743] lr: 1.000e-03, eta: 16:18:10, time: 1.312, data_time: 0.870, memory: 3025, loss_cls: 2.1778, loss: 2.1778, grad_norm: 3.5761 2020-10-15 22:48:36,065 - mmaction - INFO - Epoch [66][40/1743] lr: 1.000e-03, eta: 16:17:49, time: 0.787, data_time: 0.319, memory: 3025, loss_cls: 2.1675, loss: 2.1675, grad_norm: 3.5868 2020-10-15 22:48:52,035 - mmaction - INFO - Epoch [66][60/1743] lr: 1.000e-03, eta: 16:17:28, time: 0.793, data_time: 0.308, memory: 3025, loss_cls: 2.2009, loss: 2.2009, grad_norm: 3.6527 2020-10-15 22:49:08,580 - mmaction - INFO - Epoch [66][80/1743] lr: 1.000e-03, eta: 16:17:07, time: 0.828, data_time: 0.214, memory: 3025, loss_cls: 2.1852, loss: 2.1852, grad_norm: 3.6783 2020-10-15 22:49:25,479 - mmaction - INFO - Epoch [66][100/1743] lr: 1.000e-03, eta: 16:16:46, time: 0.848, data_time: 0.015, memory: 3025, loss_cls: 2.1633, loss: 2.1633, grad_norm: 3.6133 2020-10-15 22:49:41,260 - mmaction - INFO - Epoch [66][120/1743] lr: 1.000e-03, eta: 16:16:25, time: 0.785, data_time: 0.006, memory: 3025, loss_cls: 2.1749, loss: 2.1749, grad_norm: 3.5938 2020-10-15 22:49:57,991 - mmaction - INFO - Epoch [66][140/1743] lr: 1.000e-03, eta: 16:16:05, time: 0.840, data_time: 0.008, memory: 3025, loss_cls: 2.1959, loss: 2.1959, grad_norm: 3.6318 2020-10-15 22:50:14,550 - mmaction - INFO - Epoch [66][160/1743] lr: 1.000e-03, eta: 16:15:44, time: 0.825, data_time: 0.006, memory: 3025, loss_cls: 2.1987, loss: 2.1987, grad_norm: 3.6270 2020-10-15 22:50:30,994 - mmaction - INFO - Epoch [66][180/1743] lr: 1.000e-03, eta: 16:15:23, time: 0.821, data_time: 0.009, memory: 3025, loss_cls: 2.1715, loss: 2.1715, grad_norm: 3.5602 2020-10-15 22:50:46,918 - mmaction - INFO - Epoch [66][200/1743] lr: 1.000e-03, eta: 16:15:02, time: 0.797, data_time: 0.009, memory: 3025, loss_cls: 2.1577, loss: 2.1577, grad_norm: 3.5264 2020-10-15 22:51:02,902 - mmaction - INFO - Epoch [66][220/1743] lr: 1.000e-03, eta: 16:14:41, time: 0.803, data_time: 0.009, memory: 3025, loss_cls: 2.1902, loss: 2.1902, grad_norm: 3.6449 2020-10-15 22:51:19,501 - mmaction - INFO - Epoch [66][240/1743] lr: 1.000e-03, eta: 16:14:21, time: 0.832, data_time: 0.007, memory: 3025, loss_cls: 2.2112, loss: 2.2112, grad_norm: 3.6598 2020-10-15 22:51:35,740 - mmaction - INFO - Epoch [66][260/1743] lr: 1.000e-03, eta: 16:14:00, time: 0.810, data_time: 0.003, memory: 3025, loss_cls: 2.2273, loss: 2.2273, grad_norm: 3.6808 2020-10-15 22:51:52,177 - mmaction - INFO - Epoch [66][280/1743] lr: 1.000e-03, eta: 16:13:39, time: 0.820, data_time: 0.010, memory: 3025, loss_cls: 2.1639, loss: 2.1639, grad_norm: 3.7008 2020-10-15 22:52:08,355 - mmaction - INFO - Epoch [66][300/1743] lr: 1.000e-03, eta: 16:13:18, time: 0.811, data_time: 0.007, memory: 3025, loss_cls: 2.1774, loss: 2.1774, grad_norm: 3.5823 2020-10-15 22:52:23,646 - mmaction - INFO - Epoch [66][320/1743] lr: 1.000e-03, eta: 16:12:57, time: 0.766, data_time: 0.005, memory: 3025, loss_cls: 2.1567, loss: 2.1567, grad_norm: 3.6287 2020-10-15 22:52:39,339 - mmaction - INFO - Epoch [66][340/1743] lr: 1.000e-03, eta: 16:12:36, time: 0.782, data_time: 0.002, memory: 3025, loss_cls: 2.1773, loss: 2.1773, grad_norm: 3.6503 2020-10-15 22:52:54,702 - mmaction - INFO - Epoch [66][360/1743] lr: 1.000e-03, eta: 16:12:14, time: 0.761, data_time: 0.005, memory: 3025, loss_cls: 2.1716, loss: 2.1716, grad_norm: 3.6002 2020-10-15 22:53:10,920 - mmaction - INFO - Epoch [66][380/1743] lr: 1.000e-03, eta: 16:11:53, time: 0.811, data_time: 0.010, memory: 3025, loss_cls: 2.2362, loss: 2.2362, grad_norm: 3.6604 2020-10-15 22:53:27,298 - mmaction - INFO - Epoch [66][400/1743] lr: 1.000e-03, eta: 16:11:33, time: 0.821, data_time: 0.011, memory: 3025, loss_cls: 2.2499, loss: 2.2499, grad_norm: 3.7113 2020-10-15 22:53:43,399 - mmaction - INFO - Epoch [66][420/1743] lr: 1.000e-03, eta: 16:11:12, time: 0.811, data_time: 0.010, memory: 3025, loss_cls: 2.2043, loss: 2.2043, grad_norm: 3.5836 2020-10-15 22:53:59,738 - mmaction - INFO - Epoch [66][440/1743] lr: 1.000e-03, eta: 16:10:51, time: 0.818, data_time: 0.003, memory: 3025, loss_cls: 2.1817, loss: 2.1817, grad_norm: 3.5390 2020-10-15 22:54:16,533 - mmaction - INFO - Epoch [66][460/1743] lr: 1.000e-03, eta: 16:10:31, time: 0.835, data_time: 0.001, memory: 3025, loss_cls: 2.2173, loss: 2.2173, grad_norm: 3.6017 2020-10-15 22:54:32,695 - mmaction - INFO - Epoch [66][480/1743] lr: 1.000e-03, eta: 16:10:10, time: 0.811, data_time: 0.007, memory: 3025, loss_cls: 2.1848, loss: 2.1848, grad_norm: 3.5791 2020-10-15 22:54:49,485 - mmaction - INFO - Epoch [66][500/1743] lr: 1.000e-03, eta: 16:09:49, time: 0.833, data_time: 0.005, memory: 3025, loss_cls: 2.2042, loss: 2.2042, grad_norm: 3.6222 2020-10-15 22:55:05,570 - mmaction - INFO - Epoch [66][520/1743] lr: 1.000e-03, eta: 16:09:28, time: 0.810, data_time: 0.016, memory: 3025, loss_cls: 2.1513, loss: 2.1513, grad_norm: 3.5185 2020-10-15 22:55:21,900 - mmaction - INFO - Epoch [66][540/1743] lr: 1.000e-03, eta: 16:09:07, time: 0.815, data_time: 0.005, memory: 3025, loss_cls: 2.1839, loss: 2.1839, grad_norm: 3.6593 2020-10-15 22:55:38,054 - mmaction - INFO - Epoch [66][560/1743] lr: 1.000e-03, eta: 16:08:47, time: 0.811, data_time: 0.007, memory: 3025, loss_cls: 2.2099, loss: 2.2099, grad_norm: 3.6242 2020-10-15 22:55:53,433 - mmaction - INFO - Epoch [66][580/1743] lr: 1.000e-03, eta: 16:08:25, time: 0.760, data_time: 0.004, memory: 3025, loss_cls: 2.2095, loss: 2.2095, grad_norm: 3.6271 2020-10-15 22:56:09,618 - mmaction - INFO - Epoch [66][600/1743] lr: 1.000e-03, eta: 16:08:04, time: 0.811, data_time: 0.012, memory: 3025, loss_cls: 2.1951, loss: 2.1951, grad_norm: 3.6642 2020-10-15 22:56:25,934 - mmaction - INFO - Epoch [66][620/1743] lr: 1.000e-03, eta: 16:07:44, time: 0.822, data_time: 0.009, memory: 3025, loss_cls: 2.1994, loss: 2.1994, grad_norm: 3.7479 2020-10-15 22:56:42,451 - mmaction - INFO - Epoch [66][640/1743] lr: 1.000e-03, eta: 16:07:23, time: 0.823, data_time: 0.004, memory: 3025, loss_cls: 2.1708, loss: 2.1708, grad_norm: 3.6327 2020-10-15 22:56:58,788 - mmaction - INFO - Epoch [66][660/1743] lr: 1.000e-03, eta: 16:07:02, time: 0.818, data_time: 0.003, memory: 3025, loss_cls: 2.1938, loss: 2.1938, grad_norm: 3.6198 2020-10-15 22:57:15,012 - mmaction - INFO - Epoch [66][680/1743] lr: 1.000e-03, eta: 16:06:41, time: 0.808, data_time: 0.003, memory: 3025, loss_cls: 2.1805, loss: 2.1805, grad_norm: 3.6143 2020-10-15 22:57:30,974 - mmaction - INFO - Epoch [66][700/1743] lr: 1.000e-03, eta: 16:06:20, time: 0.799, data_time: 0.006, memory: 3025, loss_cls: 2.1745, loss: 2.1745, grad_norm: 3.5468 2020-10-15 22:57:47,310 - mmaction - INFO - Epoch [66][720/1743] lr: 1.000e-03, eta: 16:06:00, time: 0.818, data_time: 0.004, memory: 3025, loss_cls: 2.1741, loss: 2.1741, grad_norm: 3.5177 2020-10-15 22:58:03,111 - mmaction - INFO - Epoch [66][740/1743] lr: 1.000e-03, eta: 16:05:39, time: 0.787, data_time: 0.006, memory: 3025, loss_cls: 2.1886, loss: 2.1886, grad_norm: 3.5880 2020-10-15 22:58:19,480 - mmaction - INFO - Epoch [66][760/1743] lr: 1.000e-03, eta: 16:05:18, time: 0.822, data_time: 0.007, memory: 3025, loss_cls: 2.1758, loss: 2.1758, grad_norm: 3.6407 2020-10-15 22:58:35,966 - mmaction - INFO - Epoch [66][780/1743] lr: 1.000e-03, eta: 16:04:57, time: 0.824, data_time: 0.003, memory: 3025, loss_cls: 2.2191, loss: 2.2191, grad_norm: 3.6497 2020-10-15 22:58:51,977 - mmaction - INFO - Epoch [66][800/1743] lr: 1.000e-03, eta: 16:04:36, time: 0.796, data_time: 0.005, memory: 3025, loss_cls: 2.1903, loss: 2.1903, grad_norm: 3.5729 2020-10-15 22:59:08,780 - mmaction - INFO - Epoch [66][820/1743] lr: 1.000e-03, eta: 16:04:16, time: 0.842, data_time: 0.018, memory: 3025, loss_cls: 2.1868, loss: 2.1868, grad_norm: 3.6179 2020-10-15 22:59:24,954 - mmaction - INFO - Epoch [66][840/1743] lr: 1.000e-03, eta: 16:03:55, time: 0.803, data_time: 0.006, memory: 3025, loss_cls: 2.2222, loss: 2.2222, grad_norm: 3.6500 2020-10-15 22:59:41,528 - mmaction - INFO - Epoch [66][860/1743] lr: 1.000e-03, eta: 16:03:34, time: 0.831, data_time: 0.016, memory: 3025, loss_cls: 2.2095, loss: 2.2095, grad_norm: 3.6889 2020-10-15 22:59:57,236 - mmaction - INFO - Epoch [66][880/1743] lr: 1.000e-03, eta: 16:03:13, time: 0.788, data_time: 0.009, memory: 3025, loss_cls: 2.1628, loss: 2.1628, grad_norm: 3.6590 2020-10-15 23:00:13,254 - mmaction - INFO - Epoch [66][900/1743] lr: 1.000e-03, eta: 16:02:52, time: 0.800, data_time: 0.015, memory: 3025, loss_cls: 2.1475, loss: 2.1475, grad_norm: 3.5666 2020-10-15 23:00:29,812 - mmaction - INFO - Epoch [66][920/1743] lr: 1.000e-03, eta: 16:02:32, time: 0.829, data_time: 0.007, memory: 3025, loss_cls: 2.2133, loss: 2.2133, grad_norm: 3.6733 2020-10-15 23:00:46,614 - mmaction - INFO - Epoch [66][940/1743] lr: 1.000e-03, eta: 16:02:11, time: 0.837, data_time: 0.010, memory: 3025, loss_cls: 2.2092, loss: 2.2092, grad_norm: 3.6173 2020-10-15 23:01:03,261 - mmaction - INFO - Epoch [66][960/1743] lr: 1.000e-03, eta: 16:01:51, time: 0.833, data_time: 0.011, memory: 3025, loss_cls: 2.2265, loss: 2.2265, grad_norm: 3.6817 2020-10-15 23:01:19,714 - mmaction - INFO - Epoch [66][980/1743] lr: 1.000e-03, eta: 16:01:30, time: 0.821, data_time: 0.008, memory: 3025, loss_cls: 2.2093, loss: 2.2093, grad_norm: 3.6726 2020-10-15 23:01:35,817 - mmaction - INFO - Epoch [66][1000/1743] lr: 1.000e-03, eta: 16:01:09, time: 0.807, data_time: 0.009, memory: 3025, loss_cls: 2.2048, loss: 2.2048, grad_norm: 3.6747 2020-10-15 23:01:52,258 - mmaction - INFO - Epoch [66][1020/1743] lr: 1.000e-03, eta: 16:00:48, time: 0.827, data_time: 0.009, memory: 3025, loss_cls: 2.1629, loss: 2.1629, grad_norm: 3.5741 2020-10-15 23:02:08,777 - mmaction - INFO - Epoch [66][1040/1743] lr: 1.000e-03, eta: 16:00:28, time: 0.820, data_time: 0.001, memory: 3025, loss_cls: 2.1639, loss: 2.1639, grad_norm: 3.5788 2020-10-15 23:02:25,021 - mmaction - INFO - Epoch [66][1060/1743] lr: 1.000e-03, eta: 16:00:07, time: 0.816, data_time: 0.008, memory: 3025, loss_cls: 2.1868, loss: 2.1868, grad_norm: 3.6429 2020-10-15 23:02:40,818 - mmaction - INFO - Epoch [66][1080/1743] lr: 1.000e-03, eta: 15:59:46, time: 0.782, data_time: 0.005, memory: 3025, loss_cls: 2.1399, loss: 2.1399, grad_norm: 3.5895 2020-10-15 23:02:56,838 - mmaction - INFO - Epoch [66][1100/1743] lr: 1.000e-03, eta: 15:59:25, time: 0.806, data_time: 0.013, memory: 3025, loss_cls: 2.1987, loss: 2.1987, grad_norm: 3.6309 2020-10-15 23:03:12,536 - mmaction - INFO - Epoch [66][1120/1743] lr: 1.000e-03, eta: 15:59:04, time: 0.785, data_time: 0.006, memory: 3025, loss_cls: 2.1773, loss: 2.1773, grad_norm: 3.5894 2020-10-15 23:03:28,213 - mmaction - INFO - Epoch [66][1140/1743] lr: 1.000e-03, eta: 15:58:43, time: 0.784, data_time: 0.006, memory: 3025, loss_cls: 2.1607, loss: 2.1607, grad_norm: 3.6036 2020-10-15 23:03:44,128 - mmaction - INFO - Epoch [66][1160/1743] lr: 1.000e-03, eta: 15:58:22, time: 0.799, data_time: 0.005, memory: 3025, loss_cls: 2.1855, loss: 2.1855, grad_norm: 3.6469 2020-10-15 23:04:00,718 - mmaction - INFO - Epoch [66][1180/1743] lr: 1.000e-03, eta: 15:58:01, time: 0.820, data_time: 0.003, memory: 3025, loss_cls: 2.1989, loss: 2.1989, grad_norm: 3.5965 2020-10-15 23:04:17,305 - mmaction - INFO - Epoch [66][1200/1743] lr: 1.000e-03, eta: 15:57:41, time: 0.835, data_time: 0.010, memory: 3025, loss_cls: 2.1927, loss: 2.1927, grad_norm: 3.6831 2020-10-15 23:04:33,409 - mmaction - INFO - Epoch [66][1220/1743] lr: 1.000e-03, eta: 15:57:20, time: 0.807, data_time: 0.005, memory: 3025, loss_cls: 2.1855, loss: 2.1855, grad_norm: 3.6412 2020-10-15 23:04:49,113 - mmaction - INFO - Epoch [66][1240/1743] lr: 1.000e-03, eta: 15:56:59, time: 0.785, data_time: 0.003, memory: 3025, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.6386 2020-10-15 23:05:05,446 - mmaction - INFO - Epoch [66][1260/1743] lr: 1.000e-03, eta: 15:56:38, time: 0.816, data_time: 0.003, memory: 3025, loss_cls: 2.1895, loss: 2.1895, grad_norm: 3.6300 2020-10-15 23:05:21,768 - mmaction - INFO - Epoch [66][1280/1743] lr: 1.000e-03, eta: 15:56:18, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.1607, loss: 2.1607, grad_norm: 3.5813 2020-10-15 23:05:38,363 - mmaction - INFO - Epoch [66][1300/1743] lr: 1.000e-03, eta: 15:55:57, time: 0.826, data_time: 0.006, memory: 3025, loss_cls: 2.1790, loss: 2.1790, grad_norm: 3.5867 2020-10-15 23:05:54,379 - mmaction - INFO - Epoch [66][1320/1743] lr: 1.000e-03, eta: 15:55:36, time: 0.805, data_time: 0.013, memory: 3025, loss_cls: 2.1974, loss: 2.1974, grad_norm: 3.6054 2020-10-15 23:06:11,014 - mmaction - INFO - Epoch [66][1340/1743] lr: 1.000e-03, eta: 15:55:16, time: 0.837, data_time: 0.006, memory: 3025, loss_cls: 2.1700, loss: 2.1700, grad_norm: 3.6207 2020-10-15 23:06:27,566 - mmaction - INFO - Epoch [66][1360/1743] lr: 1.000e-03, eta: 15:54:55, time: 0.821, data_time: 0.001, memory: 3025, loss_cls: 2.1771, loss: 2.1771, grad_norm: 3.5758 2020-10-15 23:06:43,656 - mmaction - INFO - Epoch [66][1380/1743] lr: 1.000e-03, eta: 15:54:34, time: 0.811, data_time: 0.009, memory: 3025, loss_cls: 2.1949, loss: 2.1949, grad_norm: 3.6627 2020-10-15 23:07:00,326 - mmaction - INFO - Epoch [66][1400/1743] lr: 1.000e-03, eta: 15:54:14, time: 0.829, data_time: 0.001, memory: 3025, loss_cls: 2.1541, loss: 2.1541, grad_norm: 3.6437 2020-10-15 23:07:16,813 - mmaction - INFO - Epoch [66][1420/1743] lr: 1.000e-03, eta: 15:53:53, time: 0.828, data_time: 0.006, memory: 3025, loss_cls: 2.2151, loss: 2.2151, grad_norm: 3.6210 2020-10-15 23:07:32,928 - mmaction - INFO - Epoch [66][1440/1743] lr: 1.000e-03, eta: 15:53:32, time: 0.800, data_time: 0.003, memory: 3025, loss_cls: 2.2071, loss: 2.2071, grad_norm: 3.6740 2020-10-15 23:07:49,517 - mmaction - INFO - Epoch [66][1460/1743] lr: 1.000e-03, eta: 15:53:12, time: 0.835, data_time: 0.008, memory: 3025, loss_cls: 2.2020, loss: 2.2020, grad_norm: 3.6945 2020-10-15 23:08:05,914 - mmaction - INFO - Epoch [66][1480/1743] lr: 1.000e-03, eta: 15:52:51, time: 0.820, data_time: 0.003, memory: 3025, loss_cls: 2.1883, loss: 2.1883, grad_norm: 3.6352 2020-10-15 23:08:22,800 - mmaction - INFO - Epoch [66][1500/1743] lr: 1.000e-03, eta: 15:52:30, time: 0.840, data_time: 0.006, memory: 3025, loss_cls: 2.1728, loss: 2.1728, grad_norm: 3.6454 2020-10-15 23:08:38,756 - mmaction - INFO - Epoch [66][1520/1743] lr: 1.000e-03, eta: 15:52:10, time: 0.802, data_time: 0.007, memory: 3025, loss_cls: 2.1869, loss: 2.1869, grad_norm: 3.6127 2020-10-15 23:08:54,990 - mmaction - INFO - Epoch [66][1540/1743] lr: 1.000e-03, eta: 15:51:49, time: 0.802, data_time: 0.005, memory: 3025, loss_cls: 2.1738, loss: 2.1738, grad_norm: 3.6308 2020-10-15 23:09:11,363 - mmaction - INFO - Epoch [66][1560/1743] lr: 1.000e-03, eta: 15:51:28, time: 0.825, data_time: 0.014, memory: 3025, loss_cls: 2.1842, loss: 2.1842, grad_norm: 3.6262 2020-10-15 23:09:27,718 - mmaction - INFO - Epoch [66][1580/1743] lr: 1.000e-03, eta: 15:51:07, time: 0.820, data_time: 0.006, memory: 3025, loss_cls: 2.1996, loss: 2.1996, grad_norm: 3.6901 2020-10-15 23:09:43,943 - mmaction - INFO - Epoch [66][1600/1743] lr: 1.000e-03, eta: 15:50:47, time: 0.811, data_time: 0.003, memory: 3025, loss_cls: 2.1914, loss: 2.1914, grad_norm: 3.5881 2020-10-15 23:09:59,946 - mmaction - INFO - Epoch [66][1620/1743] lr: 1.000e-03, eta: 15:50:26, time: 0.802, data_time: 0.009, memory: 3025, loss_cls: 2.1543, loss: 2.1543, grad_norm: 3.6180 2020-10-15 23:10:17,171 - mmaction - INFO - Epoch [66][1640/1743] lr: 1.000e-03, eta: 15:50:06, time: 0.860, data_time: 0.003, memory: 3025, loss_cls: 2.1678, loss: 2.1678, grad_norm: 3.6001 2020-10-15 23:10:33,389 - mmaction - INFO - Epoch [66][1660/1743] lr: 1.000e-03, eta: 15:49:45, time: 0.806, data_time: 0.003, memory: 3025, loss_cls: 2.1963, loss: 2.1963, grad_norm: 3.6269 2020-10-15 23:10:49,668 - mmaction - INFO - Epoch [66][1680/1743] lr: 1.000e-03, eta: 15:49:24, time: 0.818, data_time: 0.009, memory: 3025, loss_cls: 2.2346, loss: 2.2346, grad_norm: 3.6594 2020-10-15 23:11:05,864 - mmaction - INFO - Epoch [66][1700/1743] lr: 1.000e-03, eta: 15:49:03, time: 0.807, data_time: 0.004, memory: 3025, loss_cls: 2.1969, loss: 2.1969, grad_norm: 3.6741 2020-10-15 23:11:21,850 - mmaction - INFO - Epoch [66][1720/1743] lr: 1.000e-03, eta: 15:48:42, time: 0.798, data_time: 0.008, memory: 3025, loss_cls: 2.1673, loss: 2.1673, grad_norm: 3.6389 2020-10-15 23:11:38,439 - mmaction - INFO - Epoch [66][1740/1743] lr: 1.000e-03, eta: 15:48:22, time: 0.833, data_time: 0.011, memory: 3025, loss_cls: 2.2222, loss: 2.2222, grad_norm: 3.6437 2020-10-15 23:12:12,668 - mmaction - INFO - Epoch [67][20/1743] lr: 1.000e-03, eta: 15:48:05, time: 1.570, data_time: 0.649, memory: 3025, loss_cls: 2.1978, loss: 2.1978, grad_norm: 3.6230 2020-10-15 23:12:28,964 - mmaction - INFO - Epoch [67][40/1743] lr: 1.000e-03, eta: 15:47:44, time: 0.813, data_time: 0.012, memory: 3025, loss_cls: 2.1936, loss: 2.1936, grad_norm: 3.6828 2020-10-15 23:12:45,874 - mmaction - INFO - Epoch [67][60/1743] lr: 1.000e-03, eta: 15:47:24, time: 0.837, data_time: 0.005, memory: 3025, loss_cls: 2.1753, loss: 2.1753, grad_norm: 3.5454 2020-10-15 23:13:01,354 - mmaction - INFO - Epoch [67][80/1743] lr: 1.000e-03, eta: 15:47:02, time: 0.782, data_time: 0.015, memory: 3025, loss_cls: 2.1737, loss: 2.1737, grad_norm: 3.6677 2020-10-15 23:13:17,835 - mmaction - INFO - Epoch [67][100/1743] lr: 1.000e-03, eta: 15:46:42, time: 0.822, data_time: 0.007, memory: 3025, loss_cls: 2.2422, loss: 2.2422, grad_norm: 3.7250 2020-10-15 23:13:34,987 - mmaction - INFO - Epoch [67][120/1743] lr: 1.000e-03, eta: 15:46:22, time: 0.860, data_time: 0.006, memory: 3025, loss_cls: 2.1765, loss: 2.1765, grad_norm: 3.6255 2020-10-15 23:13:51,911 - mmaction - INFO - Epoch [67][140/1743] lr: 1.000e-03, eta: 15:46:01, time: 0.844, data_time: 0.005, memory: 3025, loss_cls: 2.1828, loss: 2.1828, grad_norm: 3.5948 2020-10-15 23:14:08,170 - mmaction - INFO - Epoch [67][160/1743] lr: 1.000e-03, eta: 15:45:41, time: 0.818, data_time: 0.008, memory: 3025, loss_cls: 2.1755, loss: 2.1755, grad_norm: 3.5590 2020-10-15 23:14:25,021 - mmaction - INFO - Epoch [67][180/1743] lr: 1.000e-03, eta: 15:45:20, time: 0.837, data_time: 0.002, memory: 3025, loss_cls: 2.1617, loss: 2.1617, grad_norm: 3.5857 2020-10-15 23:14:41,655 - mmaction - INFO - Epoch [67][200/1743] lr: 1.000e-03, eta: 15:45:00, time: 0.834, data_time: 0.008, memory: 3025, loss_cls: 2.1970, loss: 2.1970, grad_norm: 3.6294 2020-10-15 23:14:57,151 - mmaction - INFO - Epoch [67][220/1743] lr: 1.000e-03, eta: 15:44:39, time: 0.774, data_time: 0.004, memory: 3025, loss_cls: 2.1762, loss: 2.1762, grad_norm: 3.5430 2020-10-15 23:15:12,676 - mmaction - INFO - Epoch [67][240/1743] lr: 1.000e-03, eta: 15:44:17, time: 0.777, data_time: 0.006, memory: 3025, loss_cls: 2.1966, loss: 2.1966, grad_norm: 3.7165 2020-10-15 23:15:28,844 - mmaction - INFO - Epoch [67][260/1743] lr: 1.000e-03, eta: 15:43:57, time: 0.804, data_time: 0.004, memory: 3025, loss_cls: 2.1808, loss: 2.1808, grad_norm: 3.6443 2020-10-15 23:15:45,156 - mmaction - INFO - Epoch [67][280/1743] lr: 1.000e-03, eta: 15:43:36, time: 0.820, data_time: 0.010, memory: 3025, loss_cls: 2.1904, loss: 2.1904, grad_norm: 3.6337 2020-10-15 23:16:00,841 - mmaction - INFO - Epoch [67][300/1743] lr: 1.000e-03, eta: 15:43:15, time: 0.783, data_time: 0.008, memory: 3025, loss_cls: 2.1688, loss: 2.1688, grad_norm: 3.6281 2020-10-15 23:16:17,048 - mmaction - INFO - Epoch [67][320/1743] lr: 1.000e-03, eta: 15:42:54, time: 0.811, data_time: 0.006, memory: 3025, loss_cls: 2.1852, loss: 2.1852, grad_norm: 3.6934 2020-10-15 23:16:33,333 - mmaction - INFO - Epoch [67][340/1743] lr: 1.000e-03, eta: 15:42:34, time: 0.809, data_time: 0.006, memory: 3025, loss_cls: 2.1803, loss: 2.1803, grad_norm: 3.6828 2020-10-15 23:16:48,879 - mmaction - INFO - Epoch [67][360/1743] lr: 1.000e-03, eta: 15:42:13, time: 0.785, data_time: 0.011, memory: 3025, loss_cls: 2.1716, loss: 2.1716, grad_norm: 3.6684 2020-10-15 23:17:05,135 - mmaction - INFO - Epoch [67][380/1743] lr: 1.000e-03, eta: 15:41:52, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.1709, loss: 2.1709, grad_norm: 3.6085 2020-10-15 23:17:21,330 - mmaction - INFO - Epoch [67][400/1743] lr: 1.000e-03, eta: 15:41:31, time: 0.811, data_time: 0.005, memory: 3025, loss_cls: 2.1806, loss: 2.1806, grad_norm: 3.6420 2020-10-15 23:17:38,188 - mmaction - INFO - Epoch [67][420/1743] lr: 1.000e-03, eta: 15:41:11, time: 0.840, data_time: 0.004, memory: 3025, loss_cls: 2.1786, loss: 2.1786, grad_norm: 3.6096 2020-10-15 23:17:54,341 - mmaction - INFO - Epoch [67][440/1743] lr: 1.000e-03, eta: 15:40:50, time: 0.807, data_time: 0.007, memory: 3025, loss_cls: 2.1484, loss: 2.1484, grad_norm: 3.5445 2020-10-15 23:18:10,048 - mmaction - INFO - Epoch [67][460/1743] lr: 1.000e-03, eta: 15:40:29, time: 0.784, data_time: 0.006, memory: 3025, loss_cls: 2.1806, loss: 2.1806, grad_norm: 3.6480 2020-10-15 23:18:26,078 - mmaction - INFO - Epoch [67][480/1743] lr: 1.000e-03, eta: 15:40:08, time: 0.802, data_time: 0.012, memory: 3025, loss_cls: 2.2427, loss: 2.2427, grad_norm: 3.6915 2020-10-15 23:18:42,350 - mmaction - INFO - Epoch [67][500/1743] lr: 1.000e-03, eta: 15:39:48, time: 0.816, data_time: 0.005, memory: 3025, loss_cls: 2.1821, loss: 2.1821, grad_norm: 3.6441 2020-10-15 23:18:58,821 - mmaction - INFO - Epoch [67][520/1743] lr: 1.000e-03, eta: 15:39:27, time: 0.819, data_time: 0.005, memory: 3025, loss_cls: 2.1901, loss: 2.1901, grad_norm: 3.6396 2020-10-15 23:19:14,914 - mmaction - INFO - Epoch [67][540/1743] lr: 1.000e-03, eta: 15:39:06, time: 0.811, data_time: 0.012, memory: 3025, loss_cls: 2.1929, loss: 2.1929, grad_norm: 3.6007 2020-10-15 23:19:31,039 - mmaction - INFO - Epoch [67][560/1743] lr: 1.000e-03, eta: 15:38:45, time: 0.804, data_time: 0.003, memory: 3025, loss_cls: 2.1601, loss: 2.1601, grad_norm: 3.6137 2020-10-15 23:19:47,581 - mmaction - INFO - Epoch [67][580/1743] lr: 1.000e-03, eta: 15:38:25, time: 0.827, data_time: 0.008, memory: 3025, loss_cls: 2.1791, loss: 2.1791, grad_norm: 3.6498 2020-10-15 23:20:03,458 - mmaction - INFO - Epoch [67][600/1743] lr: 1.000e-03, eta: 15:38:04, time: 0.792, data_time: 0.004, memory: 3025, loss_cls: 2.1794, loss: 2.1794, grad_norm: 3.7000 2020-10-15 23:20:20,361 - mmaction - INFO - Epoch [67][620/1743] lr: 1.000e-03, eta: 15:37:44, time: 0.844, data_time: 0.009, memory: 3025, loss_cls: 2.1678, loss: 2.1678, grad_norm: 3.6287 2020-10-15 23:20:36,244 - mmaction - INFO - Epoch [67][640/1743] lr: 1.000e-03, eta: 15:37:23, time: 0.799, data_time: 0.007, memory: 3025, loss_cls: 2.2091, loss: 2.2091, grad_norm: 3.6736 2020-10-15 23:20:52,618 - mmaction - INFO - Epoch [67][660/1743] lr: 1.000e-03, eta: 15:37:02, time: 0.819, data_time: 0.003, memory: 3025, loss_cls: 2.1939, loss: 2.1939, grad_norm: 3.6540 2020-10-15 23:21:08,810 - mmaction - INFO - Epoch [67][680/1743] lr: 1.000e-03, eta: 15:36:41, time: 0.803, data_time: 0.001, memory: 3025, loss_cls: 2.1907, loss: 2.1907, grad_norm: 3.6612 2020-10-15 23:21:24,964 - mmaction - INFO - Epoch [67][700/1743] lr: 1.000e-03, eta: 15:36:21, time: 0.814, data_time: 0.009, memory: 3025, loss_cls: 2.1877, loss: 2.1877, grad_norm: 3.5909 2020-10-15 23:21:40,867 - mmaction - INFO - Epoch [67][720/1743] lr: 1.000e-03, eta: 15:36:00, time: 0.789, data_time: 0.002, memory: 3025, loss_cls: 2.2052, loss: 2.2052, grad_norm: 3.6710 2020-10-15 23:21:57,509 - mmaction - INFO - Epoch [67][740/1743] lr: 1.000e-03, eta: 15:35:39, time: 0.832, data_time: 0.009, memory: 3025, loss_cls: 2.1613, loss: 2.1613, grad_norm: 3.5707 2020-10-15 23:22:13,507 - mmaction - INFO - Epoch [67][760/1743] lr: 1.000e-03, eta: 15:35:19, time: 0.802, data_time: 0.011, memory: 3025, loss_cls: 2.1776, loss: 2.1776, grad_norm: 3.5782 2020-10-15 23:22:29,244 - mmaction - INFO - Epoch [67][780/1743] lr: 1.000e-03, eta: 15:34:58, time: 0.789, data_time: 0.005, memory: 3025, loss_cls: 2.1867, loss: 2.1867, grad_norm: 3.6159 2020-10-15 23:22:45,313 - mmaction - INFO - Epoch [67][800/1743] lr: 1.000e-03, eta: 15:34:37, time: 0.802, data_time: 0.006, memory: 3025, loss_cls: 2.1899, loss: 2.1899, grad_norm: 3.6720 2020-10-15 23:23:02,274 - mmaction - INFO - Epoch [67][820/1743] lr: 1.000e-03, eta: 15:34:17, time: 0.850, data_time: 0.008, memory: 3025, loss_cls: 2.1825, loss: 2.1825, grad_norm: 3.5853 2020-10-15 23:23:18,487 - mmaction - INFO - Epoch [67][840/1743] lr: 1.000e-03, eta: 15:33:56, time: 0.807, data_time: 0.002, memory: 3025, loss_cls: 2.1954, loss: 2.1954, grad_norm: 3.6104 2020-10-15 23:23:34,184 - mmaction - INFO - Epoch [67][860/1743] lr: 1.000e-03, eta: 15:33:35, time: 0.786, data_time: 0.005, memory: 3025, loss_cls: 2.1694, loss: 2.1694, grad_norm: 3.6185 2020-10-15 23:23:49,776 - mmaction - INFO - Epoch [67][880/1743] lr: 1.000e-03, eta: 15:33:14, time: 0.780, data_time: 0.006, memory: 3025, loss_cls: 2.1856, loss: 2.1856, grad_norm: 3.6756 2020-10-15 23:24:06,340 - mmaction - INFO - Epoch [67][900/1743] lr: 1.000e-03, eta: 15:32:54, time: 0.827, data_time: 0.008, memory: 3025, loss_cls: 2.1402, loss: 2.1402, grad_norm: 3.6175 2020-10-15 23:24:22,906 - mmaction - INFO - Epoch [67][920/1743] lr: 1.000e-03, eta: 15:32:33, time: 0.830, data_time: 0.008, memory: 3025, loss_cls: 2.1940, loss: 2.1940, grad_norm: 3.6354 2020-10-15 23:24:38,618 - mmaction - INFO - Epoch [67][940/1743] lr: 1.000e-03, eta: 15:32:12, time: 0.783, data_time: 0.003, memory: 3025, loss_cls: 2.1817, loss: 2.1817, grad_norm: 3.6308 2020-10-15 23:24:55,016 - mmaction - INFO - Epoch [67][960/1743] lr: 1.000e-03, eta: 15:31:52, time: 0.823, data_time: 0.007, memory: 3025, loss_cls: 2.1610, loss: 2.1610, grad_norm: 3.6870 2020-10-15 23:25:11,076 - mmaction - INFO - Epoch [67][980/1743] lr: 1.000e-03, eta: 15:31:31, time: 0.802, data_time: 0.006, memory: 3025, loss_cls: 2.1446, loss: 2.1446, grad_norm: 3.6285 2020-10-15 23:25:27,550 - mmaction - INFO - Epoch [67][1000/1743] lr: 1.000e-03, eta: 15:31:10, time: 0.825, data_time: 0.005, memory: 3025, loss_cls: 2.2190, loss: 2.2190, grad_norm: 3.7305 2020-10-15 23:25:43,602 - mmaction - INFO - Epoch [67][1020/1743] lr: 1.000e-03, eta: 15:30:50, time: 0.799, data_time: 0.004, memory: 3025, loss_cls: 2.1864, loss: 2.1864, grad_norm: 3.6710 2020-10-15 23:26:00,078 - mmaction - INFO - Epoch [67][1040/1743] lr: 1.000e-03, eta: 15:30:29, time: 0.825, data_time: 0.007, memory: 3025, loss_cls: 2.1603, loss: 2.1603, grad_norm: 3.6184 2020-10-15 23:26:15,950 - mmaction - INFO - Epoch [67][1060/1743] lr: 1.000e-03, eta: 15:30:08, time: 0.786, data_time: 0.005, memory: 3025, loss_cls: 2.1941, loss: 2.1941, grad_norm: 3.6737 2020-10-15 23:26:32,016 - mmaction - INFO - Epoch [67][1080/1743] lr: 1.000e-03, eta: 15:29:47, time: 0.811, data_time: 0.014, memory: 3025, loss_cls: 2.1701, loss: 2.1701, grad_norm: 3.5420 2020-10-15 23:26:48,118 - mmaction - INFO - Epoch [67][1100/1743] lr: 1.000e-03, eta: 15:29:27, time: 0.808, data_time: 0.006, memory: 3025, loss_cls: 2.1870, loss: 2.1870, grad_norm: 3.6142 2020-10-15 23:27:04,433 - mmaction - INFO - Epoch [67][1120/1743] lr: 1.000e-03, eta: 15:29:06, time: 0.817, data_time: 0.005, memory: 3025, loss_cls: 2.2056, loss: 2.2056, grad_norm: 3.6929 2020-10-15 23:27:20,275 - mmaction - INFO - Epoch [67][1140/1743] lr: 1.000e-03, eta: 15:28:45, time: 0.787, data_time: 0.003, memory: 3025, loss_cls: 2.1838, loss: 2.1838, grad_norm: 3.6486 2020-10-15 23:27:36,419 - mmaction - INFO - Epoch [67][1160/1743] lr: 1.000e-03, eta: 15:28:25, time: 0.811, data_time: 0.006, memory: 3025, loss_cls: 2.1697, loss: 2.1697, grad_norm: 3.6200 2020-10-15 23:27:52,751 - mmaction - INFO - Epoch [67][1180/1743] lr: 1.000e-03, eta: 15:28:04, time: 0.815, data_time: 0.007, memory: 3025, loss_cls: 2.1742, loss: 2.1742, grad_norm: 3.6432 2020-10-15 23:28:08,975 - mmaction - INFO - Epoch [67][1200/1743] lr: 1.000e-03, eta: 15:27:43, time: 0.806, data_time: 0.005, memory: 3025, loss_cls: 2.1903, loss: 2.1903, grad_norm: 3.6571 2020-10-15 23:28:24,741 - mmaction - INFO - Epoch [67][1220/1743] lr: 1.000e-03, eta: 15:27:22, time: 0.793, data_time: 0.009, memory: 3025, loss_cls: 2.1651, loss: 2.1651, grad_norm: 3.6080 2020-10-15 23:28:41,010 - mmaction - INFO - Epoch [67][1240/1743] lr: 1.000e-03, eta: 15:27:02, time: 0.813, data_time: 0.008, memory: 3025, loss_cls: 2.2271, loss: 2.2271, grad_norm: 3.7496 2020-10-15 23:28:56,882 - mmaction - INFO - Epoch [67][1260/1743] lr: 1.000e-03, eta: 15:26:41, time: 0.796, data_time: 0.007, memory: 3025, loss_cls: 2.1597, loss: 2.1597, grad_norm: 3.6721 2020-10-15 23:29:13,518 - mmaction - INFO - Epoch [67][1280/1743] lr: 1.000e-03, eta: 15:26:21, time: 0.827, data_time: 0.004, memory: 3025, loss_cls: 2.1848, loss: 2.1848, grad_norm: 3.6435 2020-10-15 23:29:29,800 - mmaction - INFO - Epoch [67][1300/1743] lr: 1.000e-03, eta: 15:26:00, time: 0.814, data_time: 0.006, memory: 3025, loss_cls: 2.2036, loss: 2.2036, grad_norm: 3.7263 2020-10-15 23:29:45,753 - mmaction - INFO - Epoch [67][1320/1743] lr: 1.000e-03, eta: 15:25:39, time: 0.800, data_time: 0.007, memory: 3025, loss_cls: 2.2128, loss: 2.2128, grad_norm: 3.6785 2020-10-15 23:30:01,640 - mmaction - INFO - Epoch [67][1340/1743] lr: 1.000e-03, eta: 15:25:18, time: 0.789, data_time: 0.012, memory: 3025, loss_cls: 2.1664, loss: 2.1664, grad_norm: 3.6779 2020-10-15 23:30:17,849 - mmaction - INFO - Epoch [67][1360/1743] lr: 1.000e-03, eta: 15:24:58, time: 0.814, data_time: 0.010, memory: 3025, loss_cls: 2.1933, loss: 2.1933, grad_norm: 3.6618 2020-10-15 23:30:34,273 - mmaction - INFO - Epoch [67][1380/1743] lr: 1.000e-03, eta: 15:24:37, time: 0.826, data_time: 0.010, memory: 3025, loss_cls: 2.1999, loss: 2.1999, grad_norm: 3.6819 2020-10-15 23:30:51,067 - mmaction - INFO - Epoch [67][1400/1743] lr: 1.000e-03, eta: 15:24:17, time: 0.840, data_time: 0.006, memory: 3025, loss_cls: 2.1782, loss: 2.1782, grad_norm: 3.6544 2020-10-15 23:31:07,094 - mmaction - INFO - Epoch [67][1420/1743] lr: 1.000e-03, eta: 15:23:56, time: 0.795, data_time: 0.001, memory: 3025, loss_cls: 2.1974, loss: 2.1974, grad_norm: 3.6684 2020-10-15 23:31:23,554 - mmaction - INFO - Epoch [67][1440/1743] lr: 1.000e-03, eta: 15:23:36, time: 0.824, data_time: 0.008, memory: 3025, loss_cls: 2.1884, loss: 2.1884, grad_norm: 3.6734 2020-10-15 23:31:39,848 - mmaction - INFO - Epoch [67][1460/1743] lr: 1.000e-03, eta: 15:23:15, time: 0.818, data_time: 0.008, memory: 3025, loss_cls: 2.1401, loss: 2.1401, grad_norm: 3.6315 2020-10-15 23:31:55,556 - mmaction - INFO - Epoch [67][1480/1743] lr: 1.000e-03, eta: 15:22:54, time: 0.788, data_time: 0.008, memory: 3025, loss_cls: 2.2180, loss: 2.2180, grad_norm: 3.6578 2020-10-15 23:32:11,495 - mmaction - INFO - Epoch [67][1500/1743] lr: 1.000e-03, eta: 15:22:33, time: 0.792, data_time: 0.006, memory: 3025, loss_cls: 2.2050, loss: 2.2050, grad_norm: 3.8265 2020-10-15 23:32:27,502 - mmaction - INFO - Epoch [67][1520/1743] lr: 1.000e-03, eta: 15:22:13, time: 0.798, data_time: 0.014, memory: 3025, loss_cls: 2.2034, loss: 2.2034, grad_norm: 3.6309 2020-10-15 23:32:43,690 - mmaction - INFO - Epoch [67][1540/1743] lr: 1.000e-03, eta: 15:21:52, time: 0.814, data_time: 0.013, memory: 3025, loss_cls: 2.1830, loss: 2.1830, grad_norm: 3.6696 2020-10-15 23:32:59,849 - mmaction - INFO - Epoch [67][1560/1743] lr: 1.000e-03, eta: 15:21:31, time: 0.811, data_time: 0.010, memory: 3025, loss_cls: 2.2181, loss: 2.2181, grad_norm: 3.6928 2020-10-15 23:33:16,153 - mmaction - INFO - Epoch [67][1580/1743] lr: 1.000e-03, eta: 15:21:11, time: 0.804, data_time: 0.003, memory: 3025, loss_cls: 2.1604, loss: 2.1604, grad_norm: 3.6278 2020-10-15 23:33:32,758 - mmaction - INFO - Epoch [67][1600/1743] lr: 1.000e-03, eta: 15:20:50, time: 0.841, data_time: 0.015, memory: 3025, loss_cls: 2.1822, loss: 2.1822, grad_norm: 3.7245 2020-10-15 23:33:48,681 - mmaction - INFO - Epoch [67][1620/1743] lr: 1.000e-03, eta: 15:20:30, time: 0.789, data_time: 0.005, memory: 3025, loss_cls: 2.2182, loss: 2.2182, grad_norm: 3.6525 2020-10-15 23:34:05,221 - mmaction - INFO - Epoch [67][1640/1743] lr: 1.000e-03, eta: 15:20:09, time: 0.833, data_time: 0.011, memory: 3025, loss_cls: 2.1892, loss: 2.1892, grad_norm: 3.6350 2020-10-15 23:34:21,003 - mmaction - INFO - Epoch [67][1660/1743] lr: 1.000e-03, eta: 15:19:48, time: 0.785, data_time: 0.006, memory: 3025, loss_cls: 2.1938, loss: 2.1938, grad_norm: 3.6544 2020-10-15 23:34:37,300 - mmaction - INFO - Epoch [67][1680/1743] lr: 1.000e-03, eta: 15:19:28, time: 0.819, data_time: 0.008, memory: 3025, loss_cls: 2.1707, loss: 2.1707, grad_norm: 3.5915 2020-10-15 23:34:53,258 - mmaction - INFO - Epoch [67][1700/1743] lr: 1.000e-03, eta: 15:19:07, time: 0.797, data_time: 0.007, memory: 3025, loss_cls: 2.1855, loss: 2.1855, grad_norm: 3.6780 2020-10-15 23:35:09,798 - mmaction - INFO - Epoch [67][1720/1743] lr: 1.000e-03, eta: 15:18:46, time: 0.825, data_time: 0.005, memory: 3025, loss_cls: 2.1899, loss: 2.1899, grad_norm: 3.6594 2020-10-15 23:35:25,824 - mmaction - INFO - Epoch [67][1740/1743] lr: 1.000e-03, eta: 15:18:26, time: 0.807, data_time: 0.013, memory: 3025, loss_cls: 2.1753, loss: 2.1753, grad_norm: 3.5874 2020-10-15 23:36:01,405 - mmaction - INFO - Epoch [68][20/1743] lr: 1.000e-03, eta: 15:18:09, time: 1.624, data_time: 0.769, memory: 3025, loss_cls: 2.2152, loss: 2.2152, grad_norm: 3.6616 2020-10-15 23:36:17,349 - mmaction - INFO - Epoch [68][40/1743] lr: 1.000e-03, eta: 15:17:48, time: 0.792, data_time: 0.009, memory: 3025, loss_cls: 2.1869, loss: 2.1869, grad_norm: 3.6973 2020-10-15 23:36:33,612 - mmaction - INFO - Epoch [68][60/1743] lr: 1.000e-03, eta: 15:17:28, time: 0.817, data_time: 0.012, memory: 3025, loss_cls: 2.1937, loss: 2.1937, grad_norm: 3.6860 2020-10-15 23:36:49,637 - mmaction - INFO - Epoch [68][80/1743] lr: 1.000e-03, eta: 15:17:07, time: 0.796, data_time: 0.004, memory: 3025, loss_cls: 2.1797, loss: 2.1797, grad_norm: 3.7586 2020-10-15 23:37:05,817 - mmaction - INFO - Epoch [68][100/1743] lr: 1.000e-03, eta: 15:16:46, time: 0.814, data_time: 0.011, memory: 3025, loss_cls: 2.1984, loss: 2.1984, grad_norm: 3.6490 2020-10-15 23:37:21,752 - mmaction - INFO - Epoch [68][120/1743] lr: 1.000e-03, eta: 15:16:26, time: 0.796, data_time: 0.004, memory: 3025, loss_cls: 2.1728, loss: 2.1728, grad_norm: 3.5854 2020-10-15 23:37:36,852 - mmaction - INFO - Epoch [68][140/1743] lr: 1.000e-03, eta: 15:16:04, time: 0.752, data_time: 0.008, memory: 3025, loss_cls: 2.1521, loss: 2.1521, grad_norm: 3.6030 2020-10-15 23:37:52,686 - mmaction - INFO - Epoch [68][160/1743] lr: 1.000e-03, eta: 15:15:44, time: 0.789, data_time: 0.010, memory: 3025, loss_cls: 2.1902, loss: 2.1902, grad_norm: 3.6946 2020-10-15 23:38:08,297 - mmaction - INFO - Epoch [68][180/1743] lr: 1.000e-03, eta: 15:15:23, time: 0.788, data_time: 0.011, memory: 3025, loss_cls: 2.1733, loss: 2.1733, grad_norm: 3.6514 2020-10-15 23:38:24,091 - mmaction - INFO - Epoch [68][200/1743] lr: 1.000e-03, eta: 15:15:02, time: 0.786, data_time: 0.003, memory: 3025, loss_cls: 2.1846, loss: 2.1846, grad_norm: 3.6153 2020-10-15 23:38:40,001 - mmaction - INFO - Epoch [68][220/1743] lr: 1.000e-03, eta: 15:14:41, time: 0.795, data_time: 0.006, memory: 3025, loss_cls: 2.2098, loss: 2.2098, grad_norm: 3.6600 2020-10-15 23:38:54,639 - mmaction - INFO - Epoch [68][240/1743] lr: 1.000e-03, eta: 15:14:20, time: 0.735, data_time: 0.006, memory: 3025, loss_cls: 2.1621, loss: 2.1621, grad_norm: 3.5794 2020-10-15 23:39:10,322 - mmaction - INFO - Epoch [68][260/1743] lr: 1.000e-03, eta: 15:13:59, time: 0.778, data_time: 0.002, memory: 3025, loss_cls: 2.1619, loss: 2.1619, grad_norm: 3.6314 2020-10-15 23:39:26,508 - mmaction - INFO - Epoch [68][280/1743] lr: 1.000e-03, eta: 15:13:38, time: 0.811, data_time: 0.010, memory: 3025, loss_cls: 2.1646, loss: 2.1646, grad_norm: 3.6173 2020-10-15 23:39:42,549 - mmaction - INFO - Epoch [68][300/1743] lr: 1.000e-03, eta: 15:13:18, time: 0.796, data_time: 0.007, memory: 3025, loss_cls: 2.1721, loss: 2.1721, grad_norm: 3.6772 2020-10-15 23:39:58,762 - mmaction - INFO - Epoch [68][320/1743] lr: 1.000e-03, eta: 15:12:57, time: 0.820, data_time: 0.011, memory: 3025, loss_cls: 2.1950, loss: 2.1950, grad_norm: 3.7020 2020-10-15 23:40:14,874 - mmaction - INFO - Epoch [68][340/1743] lr: 1.000e-03, eta: 15:12:36, time: 0.804, data_time: 0.004, memory: 3025, loss_cls: 2.1640, loss: 2.1640, grad_norm: 3.5928 2020-10-15 23:40:31,174 - mmaction - INFO - Epoch [68][360/1743] lr: 1.000e-03, eta: 15:12:16, time: 0.810, data_time: 0.003, memory: 3025, loss_cls: 2.1845, loss: 2.1845, grad_norm: 3.7919 2020-10-15 23:40:47,983 - mmaction - INFO - Epoch [68][380/1743] lr: 1.000e-03, eta: 15:11:55, time: 0.837, data_time: 0.009, memory: 3025, loss_cls: 2.1614, loss: 2.1614, grad_norm: 3.6630 2020-10-15 23:41:03,596 - mmaction - INFO - Epoch [68][400/1743] lr: 1.000e-03, eta: 15:11:35, time: 0.786, data_time: 0.014, memory: 3025, loss_cls: 2.1701, loss: 2.1701, grad_norm: 3.6693 2020-10-15 23:41:20,402 - mmaction - INFO - Epoch [68][420/1743] lr: 1.000e-03, eta: 15:11:14, time: 0.846, data_time: 0.011, memory: 3025, loss_cls: 2.1513, loss: 2.1513, grad_norm: 3.6036 2020-10-15 23:41:35,500 - mmaction - INFO - Epoch [68][440/1743] lr: 1.000e-03, eta: 15:10:53, time: 0.751, data_time: 0.001, memory: 3025, loss_cls: 2.2001, loss: 2.2001, grad_norm: 3.6163 2020-10-15 23:41:51,340 - mmaction - INFO - Epoch [68][460/1743] lr: 1.000e-03, eta: 15:10:32, time: 0.786, data_time: 0.006, memory: 3025, loss_cls: 2.1726, loss: 2.1726, grad_norm: 3.6490 2020-10-15 23:42:07,493 - mmaction - INFO - Epoch [68][480/1743] lr: 1.000e-03, eta: 15:10:12, time: 0.816, data_time: 0.011, memory: 3025, loss_cls: 2.2078, loss: 2.2078, grad_norm: 3.6634 2020-10-15 23:42:23,054 - mmaction - INFO - Epoch [68][500/1743] lr: 1.000e-03, eta: 15:09:51, time: 0.777, data_time: 0.003, memory: 3025, loss_cls: 2.2225, loss: 2.2225, grad_norm: 3.7078 2020-10-15 23:42:39,281 - mmaction - INFO - Epoch [68][520/1743] lr: 1.000e-03, eta: 15:09:30, time: 0.810, data_time: 0.004, memory: 3025, loss_cls: 2.1998, loss: 2.1998, grad_norm: 3.6143 2020-10-15 23:42:55,585 - mmaction - INFO - Epoch [68][540/1743] lr: 1.000e-03, eta: 15:09:10, time: 0.812, data_time: 0.006, memory: 3025, loss_cls: 2.1629, loss: 2.1629, grad_norm: 3.6665 2020-10-15 23:43:12,066 - mmaction - INFO - Epoch [68][560/1743] lr: 1.000e-03, eta: 15:08:49, time: 0.829, data_time: 0.009, memory: 3025, loss_cls: 2.1760, loss: 2.1760, grad_norm: 3.7002 2020-10-15 23:43:27,786 - mmaction - INFO - Epoch [68][580/1743] lr: 1.000e-03, eta: 15:08:29, time: 0.783, data_time: 0.004, memory: 3025, loss_cls: 2.1538, loss: 2.1538, grad_norm: 3.6512 2020-10-15 23:43:43,966 - mmaction - INFO - Epoch [68][600/1743] lr: 1.000e-03, eta: 15:08:08, time: 0.810, data_time: 0.006, memory: 3025, loss_cls: 2.1570, loss: 2.1570, grad_norm: 3.6930 2020-10-15 23:44:00,431 - mmaction - INFO - Epoch [68][620/1743] lr: 1.000e-03, eta: 15:07:48, time: 0.822, data_time: 0.009, memory: 3025, loss_cls: 2.1870, loss: 2.1870, grad_norm: 3.6615 2020-10-15 23:44:16,986 - mmaction - INFO - Epoch [68][640/1743] lr: 1.000e-03, eta: 15:07:27, time: 0.833, data_time: 0.037, memory: 3025, loss_cls: 2.1909, loss: 2.1909, grad_norm: 3.6859 2020-10-15 23:44:32,707 - mmaction - INFO - Epoch [68][660/1743] lr: 1.000e-03, eta: 15:07:06, time: 0.783, data_time: 0.038, memory: 3025, loss_cls: 2.1764, loss: 2.1764, grad_norm: 3.6390 2020-10-15 23:44:49,140 - mmaction - INFO - Epoch [68][680/1743] lr: 1.000e-03, eta: 15:06:46, time: 0.823, data_time: 0.005, memory: 3025, loss_cls: 2.1766, loss: 2.1766, grad_norm: 3.6552 2020-10-15 23:45:05,735 - mmaction - INFO - Epoch [68][700/1743] lr: 1.000e-03, eta: 15:06:26, time: 0.824, data_time: 0.005, memory: 3025, loss_cls: 2.1552, loss: 2.1552, grad_norm: 3.6774 2020-10-15 23:45:21,704 - mmaction - INFO - Epoch [68][720/1743] lr: 1.000e-03, eta: 15:06:05, time: 0.804, data_time: 0.008, memory: 3025, loss_cls: 2.1899, loss: 2.1899, grad_norm: 3.6663 2020-10-15 23:45:37,559 - mmaction - INFO - Epoch [68][740/1743] lr: 1.000e-03, eta: 15:05:44, time: 0.792, data_time: 0.002, memory: 3025, loss_cls: 2.1669, loss: 2.1669, grad_norm: 3.6724 2020-10-15 23:45:53,490 - mmaction - INFO - Epoch [68][760/1743] lr: 1.000e-03, eta: 15:05:23, time: 0.797, data_time: 0.003, memory: 3025, loss_cls: 2.1808, loss: 2.1808, grad_norm: 3.6982 2020-10-15 23:46:09,940 - mmaction - INFO - Epoch [68][780/1743] lr: 1.000e-03, eta: 15:05:03, time: 0.816, data_time: 0.003, memory: 3025, loss_cls: 2.1585, loss: 2.1585, grad_norm: 3.5949 2020-10-15 23:46:26,005 - mmaction - INFO - Epoch [68][800/1743] lr: 1.000e-03, eta: 15:04:42, time: 0.809, data_time: 0.010, memory: 3025, loss_cls: 2.2191, loss: 2.2191, grad_norm: 3.7294 2020-10-15 23:46:41,693 - mmaction - INFO - Epoch [68][820/1743] lr: 1.000e-03, eta: 15:04:22, time: 0.777, data_time: 0.003, memory: 3025, loss_cls: 2.1929, loss: 2.1929, grad_norm: 3.7115 2020-10-15 23:46:57,729 - mmaction - INFO - Epoch [68][840/1743] lr: 1.000e-03, eta: 15:04:01, time: 0.803, data_time: 0.011, memory: 3025, loss_cls: 2.1951, loss: 2.1951, grad_norm: 3.6525 2020-10-15 23:47:12,491 - mmaction - INFO - Epoch [68][860/1743] lr: 1.000e-03, eta: 15:03:40, time: 0.740, data_time: 0.010, memory: 3025, loss_cls: 2.1858, loss: 2.1858, grad_norm: 3.6695 2020-10-15 23:47:28,691 - mmaction - INFO - Epoch [68][880/1743] lr: 1.000e-03, eta: 15:03:19, time: 0.809, data_time: 0.007, memory: 3025, loss_cls: 2.2067, loss: 2.2067, grad_norm: 3.7247 2020-10-15 23:47:45,254 - mmaction - INFO - Epoch [68][900/1743] lr: 1.000e-03, eta: 15:02:59, time: 0.835, data_time: 0.009, memory: 3025, loss_cls: 2.1847, loss: 2.1847, grad_norm: 3.6338 2020-10-15 23:48:01,375 - mmaction - INFO - Epoch [68][920/1743] lr: 1.000e-03, eta: 15:02:38, time: 0.806, data_time: 0.002, memory: 3025, loss_cls: 2.1653, loss: 2.1653, grad_norm: 3.5959 2020-10-15 23:48:17,102 - mmaction - INFO - Epoch [68][940/1743] lr: 1.000e-03, eta: 15:02:17, time: 0.784, data_time: 0.003, memory: 3025, loss_cls: 2.1571, loss: 2.1571, grad_norm: 3.5949 2020-10-15 23:48:33,235 - mmaction - INFO - Epoch [68][960/1743] lr: 1.000e-03, eta: 15:01:57, time: 0.796, data_time: 0.005, memory: 3025, loss_cls: 2.2038, loss: 2.2038, grad_norm: 3.6843 2020-10-15 23:48:48,524 - mmaction - INFO - Epoch [68][980/1743] lr: 1.000e-03, eta: 15:01:36, time: 0.775, data_time: 0.015, memory: 3025, loss_cls: 2.1381, loss: 2.1381, grad_norm: 3.6563 2020-10-15 23:49:04,731 - mmaction - INFO - Epoch [68][1000/1743] lr: 1.000e-03, eta: 15:01:15, time: 0.808, data_time: 0.006, memory: 3025, loss_cls: 2.2077, loss: 2.2077, grad_norm: 3.6752 2020-10-15 23:49:20,798 - mmaction - INFO - Epoch [68][1020/1743] lr: 1.000e-03, eta: 15:00:55, time: 0.802, data_time: 0.006, memory: 3025, loss_cls: 2.1791, loss: 2.1791, grad_norm: 3.6687 2020-10-15 23:49:37,102 - mmaction - INFO - Epoch [68][1040/1743] lr: 1.000e-03, eta: 15:00:34, time: 0.810, data_time: 0.007, memory: 3025, loss_cls: 2.2043, loss: 2.2043, grad_norm: 3.7017 2020-10-15 23:49:52,797 - mmaction - INFO - Epoch [68][1060/1743] lr: 1.000e-03, eta: 15:00:13, time: 0.793, data_time: 0.016, memory: 3025, loss_cls: 2.2346, loss: 2.2346, grad_norm: 3.7274 2020-10-15 23:50:08,948 - mmaction - INFO - Epoch [68][1080/1743] lr: 1.000e-03, eta: 14:59:53, time: 0.803, data_time: 0.004, memory: 3025, loss_cls: 2.1741, loss: 2.1741, grad_norm: 3.6157 2020-10-15 23:50:25,251 - mmaction - INFO - Epoch [68][1100/1743] lr: 1.000e-03, eta: 14:59:32, time: 0.817, data_time: 0.058, memory: 3025, loss_cls: 2.1851, loss: 2.1851, grad_norm: 3.6438 2020-10-15 23:50:40,952 - mmaction - INFO - Epoch [68][1120/1743] lr: 1.000e-03, eta: 14:59:12, time: 0.790, data_time: 0.010, memory: 3025, loss_cls: 2.2037, loss: 2.2037, grad_norm: 3.6394 2020-10-15 23:50:57,182 - mmaction - INFO - Epoch [68][1140/1743] lr: 1.000e-03, eta: 14:58:51, time: 0.810, data_time: 0.036, memory: 3025, loss_cls: 2.1885, loss: 2.1885, grad_norm: 3.6488 2020-10-15 23:51:13,565 - mmaction - INFO - Epoch [68][1160/1743] lr: 1.000e-03, eta: 14:58:31, time: 0.813, data_time: 0.060, memory: 3025, loss_cls: 2.1501, loss: 2.1501, grad_norm: 3.5689 2020-10-15 23:51:29,311 - mmaction - INFO - Epoch [68][1180/1743] lr: 1.000e-03, eta: 14:58:10, time: 0.791, data_time: 0.011, memory: 3025, loss_cls: 2.2249, loss: 2.2249, grad_norm: 3.7506 2020-10-15 23:51:44,872 - mmaction - INFO - Epoch [68][1200/1743] lr: 1.000e-03, eta: 14:57:49, time: 0.780, data_time: 0.110, memory: 3025, loss_cls: 2.2054, loss: 2.2054, grad_norm: 3.7180 2020-10-15 23:52:00,746 - mmaction - INFO - Epoch [68][1220/1743] lr: 1.000e-03, eta: 14:57:28, time: 0.792, data_time: 0.268, memory: 3025, loss_cls: 2.2024, loss: 2.2024, grad_norm: 3.6657 2020-10-15 23:52:17,092 - mmaction - INFO - Epoch [68][1240/1743] lr: 1.000e-03, eta: 14:57:08, time: 0.820, data_time: 0.227, memory: 3025, loss_cls: 2.2134, loss: 2.2134, grad_norm: 3.7307 2020-10-15 23:52:34,214 - mmaction - INFO - Epoch [68][1260/1743] lr: 1.000e-03, eta: 14:56:48, time: 0.855, data_time: 0.270, memory: 3025, loss_cls: 2.1714, loss: 2.1714, grad_norm: 3.6398 2020-10-15 23:52:50,742 - mmaction - INFO - Epoch [68][1280/1743] lr: 1.000e-03, eta: 14:56:27, time: 0.827, data_time: 0.239, memory: 3025, loss_cls: 2.1823, loss: 2.1823, grad_norm: 3.6162 2020-10-15 23:53:06,590 - mmaction - INFO - Epoch [68][1300/1743] lr: 1.000e-03, eta: 14:56:07, time: 0.789, data_time: 0.306, memory: 3025, loss_cls: 2.1825, loss: 2.1825, grad_norm: 3.6239 2020-10-15 23:53:22,901 - mmaction - INFO - Epoch [68][1320/1743] lr: 1.000e-03, eta: 14:55:46, time: 0.815, data_time: 0.332, memory: 3025, loss_cls: 2.1500, loss: 2.1500, grad_norm: 3.6209 2020-10-15 23:53:38,028 - mmaction - INFO - Epoch [68][1340/1743] lr: 1.000e-03, eta: 14:55:25, time: 0.761, data_time: 0.309, memory: 3025, loss_cls: 2.1884, loss: 2.1884, grad_norm: 3.7278 2020-10-15 23:53:54,520 - mmaction - INFO - Epoch [68][1360/1743] lr: 1.000e-03, eta: 14:55:05, time: 0.820, data_time: 0.324, memory: 3025, loss_cls: 2.1249, loss: 2.1249, grad_norm: 3.5855 2020-10-15 23:54:10,151 - mmaction - INFO - Epoch [68][1380/1743] lr: 1.000e-03, eta: 14:54:44, time: 0.787, data_time: 0.319, memory: 3025, loss_cls: 2.1989, loss: 2.1989, grad_norm: 3.6699 2020-10-15 23:54:27,100 - mmaction - INFO - Epoch [68][1400/1743] lr: 1.000e-03, eta: 14:54:24, time: 0.842, data_time: 0.334, memory: 3025, loss_cls: 2.1637, loss: 2.1637, grad_norm: 3.6500 2020-10-15 23:54:43,527 - mmaction - INFO - Epoch [68][1420/1743] lr: 1.000e-03, eta: 14:54:04, time: 0.821, data_time: 0.257, memory: 3025, loss_cls: 2.2095, loss: 2.2095, grad_norm: 3.6832 2020-10-15 23:54:59,903 - mmaction - INFO - Epoch [68][1440/1743] lr: 1.000e-03, eta: 14:53:43, time: 0.820, data_time: 0.169, memory: 3025, loss_cls: 2.2201, loss: 2.2201, grad_norm: 3.6737 2020-10-15 23:55:16,348 - mmaction - INFO - Epoch [68][1460/1743] lr: 1.000e-03, eta: 14:53:23, time: 0.822, data_time: 0.117, memory: 3025, loss_cls: 2.1655, loss: 2.1655, grad_norm: 3.5808 2020-10-15 23:55:33,059 - mmaction - INFO - Epoch [68][1480/1743] lr: 1.000e-03, eta: 14:53:02, time: 0.840, data_time: 0.075, memory: 3025, loss_cls: 2.1821, loss: 2.1821, grad_norm: 3.6569 2020-10-15 23:55:49,153 - mmaction - INFO - Epoch [68][1500/1743] lr: 1.000e-03, eta: 14:52:42, time: 0.805, data_time: 0.026, memory: 3025, loss_cls: 2.1836, loss: 2.1836, grad_norm: 3.6613 2020-10-15 23:56:04,876 - mmaction - INFO - Epoch [68][1520/1743] lr: 1.000e-03, eta: 14:52:21, time: 0.784, data_time: 0.002, memory: 3025, loss_cls: 2.1553, loss: 2.1553, grad_norm: 3.6420 2020-10-15 23:56:20,718 - mmaction - INFO - Epoch [68][1540/1743] lr: 1.000e-03, eta: 14:52:00, time: 0.790, data_time: 0.007, memory: 3025, loss_cls: 2.1831, loss: 2.1831, grad_norm: 3.7113 2020-10-15 23:56:37,037 - mmaction - INFO - Epoch [68][1560/1743] lr: 1.000e-03, eta: 14:51:40, time: 0.810, data_time: 0.009, memory: 3025, loss_cls: 2.1949, loss: 2.1949, grad_norm: 3.7154 2020-10-15 23:56:52,804 - mmaction - INFO - Epoch [68][1580/1743] lr: 1.000e-03, eta: 14:51:19, time: 0.795, data_time: 0.037, memory: 3025, loss_cls: 2.1613, loss: 2.1613, grad_norm: 3.6564 2020-10-15 23:57:08,662 - mmaction - INFO - Epoch [68][1600/1743] lr: 1.000e-03, eta: 14:50:59, time: 0.796, data_time: 0.030, memory: 3025, loss_cls: 2.1994, loss: 2.1994, grad_norm: 3.6915 2020-10-15 23:57:24,746 - mmaction - INFO - Epoch [68][1620/1743] lr: 1.000e-03, eta: 14:50:38, time: 0.799, data_time: 0.001, memory: 3025, loss_cls: 2.2066, loss: 2.2066, grad_norm: 3.7290 2020-10-15 23:57:41,205 - mmaction - INFO - Epoch [68][1640/1743] lr: 1.000e-03, eta: 14:50:18, time: 0.825, data_time: 0.007, memory: 3025, loss_cls: 2.1868, loss: 2.1868, grad_norm: 3.6832 2020-10-15 23:57:57,333 - mmaction - INFO - Epoch [68][1660/1743] lr: 1.000e-03, eta: 14:49:57, time: 0.808, data_time: 0.006, memory: 3025, loss_cls: 2.1885, loss: 2.1885, grad_norm: 3.7007 2020-10-15 23:58:13,534 - mmaction - INFO - Epoch [68][1680/1743] lr: 1.000e-03, eta: 14:49:37, time: 0.809, data_time: 0.003, memory: 3025, loss_cls: 2.1993, loss: 2.1993, grad_norm: 3.7219 2020-10-15 23:58:30,407 - mmaction - INFO - Epoch [68][1700/1743] lr: 1.000e-03, eta: 14:49:17, time: 0.840, data_time: 0.006, memory: 3025, loss_cls: 2.1901, loss: 2.1901, grad_norm: 3.7462 2020-10-15 23:58:46,537 - mmaction - INFO - Epoch [68][1720/1743] lr: 1.000e-03, eta: 14:48:56, time: 0.813, data_time: 0.009, memory: 3025, loss_cls: 2.1749, loss: 2.1749, grad_norm: 3.6790 2020-10-15 23:59:03,162 - mmaction - INFO - Epoch [68][1740/1743] lr: 1.000e-03, eta: 14:48:36, time: 0.831, data_time: 0.018, memory: 3025, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.7545 2020-10-15 23:59:43,046 - mmaction - INFO - Epoch [69][20/1743] lr: 1.000e-03, eta: 14:48:20, time: 1.773, data_time: 0.926, memory: 3025, loss_cls: 2.1945, loss: 2.1945, grad_norm: 3.6810 2020-10-16 00:00:00,771 - mmaction - INFO - Epoch [69][40/1743] lr: 1.000e-03, eta: 14:48:00, time: 0.888, data_time: 0.007, memory: 3025, loss_cls: 2.1857, loss: 2.1857, grad_norm: 3.6934 2020-10-16 00:00:17,569 - mmaction - INFO - Epoch [69][60/1743] lr: 1.000e-03, eta: 14:47:40, time: 0.833, data_time: 0.005, memory: 3025, loss_cls: 2.1798, loss: 2.1798, grad_norm: 3.6569 2020-10-16 00:00:34,639 - mmaction - INFO - Epoch [69][80/1743] lr: 1.000e-03, eta: 14:47:20, time: 0.861, data_time: 0.011, memory: 3025, loss_cls: 2.2113, loss: 2.2113, grad_norm: 3.7406 2020-10-16 00:00:51,069 - mmaction - INFO - Epoch [69][100/1743] lr: 1.000e-03, eta: 14:47:00, time: 0.818, data_time: 0.003, memory: 3025, loss_cls: 2.2426, loss: 2.2426, grad_norm: 3.7279 2020-10-16 00:01:09,023 - mmaction - INFO - Epoch [69][120/1743] lr: 1.000e-03, eta: 14:46:40, time: 0.899, data_time: 0.032, memory: 3025, loss_cls: 2.1889, loss: 2.1889, grad_norm: 3.6747 2020-10-16 00:01:26,548 - mmaction - INFO - Epoch [69][140/1743] lr: 1.000e-03, eta: 14:46:20, time: 0.875, data_time: 0.019, memory: 3025, loss_cls: 2.1748, loss: 2.1748, grad_norm: 3.7393 2020-10-16 00:01:43,137 - mmaction - INFO - Epoch [69][160/1743] lr: 1.000e-03, eta: 14:46:00, time: 0.832, data_time: 0.008, memory: 3025, loss_cls: 2.1665, loss: 2.1665, grad_norm: 3.6868 2020-10-16 00:01:59,609 - mmaction - INFO - Epoch [69][180/1743] lr: 1.000e-03, eta: 14:45:39, time: 0.824, data_time: 0.004, memory: 3025, loss_cls: 2.1824, loss: 2.1824, grad_norm: 3.7455 2020-10-16 00:02:16,122 - mmaction - INFO - Epoch [69][200/1743] lr: 1.000e-03, eta: 14:45:19, time: 0.826, data_time: 0.002, memory: 3025, loss_cls: 2.1742, loss: 2.1742, grad_norm: 3.6403 2020-10-16 00:02:33,156 - mmaction - INFO - Epoch [69][220/1743] lr: 1.000e-03, eta: 14:44:59, time: 0.852, data_time: 0.003, memory: 3025, loss_cls: 2.1943, loss: 2.1943, grad_norm: 3.6722 2020-10-16 00:02:50,052 - mmaction - INFO - Epoch [69][240/1743] lr: 1.000e-03, eta: 14:44:39, time: 0.841, data_time: 0.003, memory: 3025, loss_cls: 2.2106, loss: 2.2106, grad_norm: 3.7113 2020-10-16 00:03:06,635 - mmaction - INFO - Epoch [69][260/1743] lr: 1.000e-03, eta: 14:44:19, time: 0.827, data_time: 0.006, memory: 3025, loss_cls: 2.1792, loss: 2.1792, grad_norm: 3.7009 2020-10-16 00:03:23,468 - mmaction - INFO - Epoch [69][280/1743] lr: 1.000e-03, eta: 14:43:58, time: 0.844, data_time: 0.007, memory: 3025, loss_cls: 2.1422, loss: 2.1422, grad_norm: 3.6259 2020-10-16 00:03:39,908 - mmaction - INFO - Epoch [69][300/1743] lr: 1.000e-03, eta: 14:43:38, time: 0.821, data_time: 0.007, memory: 3025, loss_cls: 2.1873, loss: 2.1873, grad_norm: 3.6801 2020-10-16 00:03:56,095 - mmaction - INFO - Epoch [69][320/1743] lr: 1.000e-03, eta: 14:43:18, time: 0.811, data_time: 0.007, memory: 3025, loss_cls: 2.1757, loss: 2.1757, grad_norm: 3.6694 2020-10-16 00:04:12,531 - mmaction - INFO - Epoch [69][340/1743] lr: 1.000e-03, eta: 14:42:57, time: 0.820, data_time: 0.005, memory: 3025, loss_cls: 2.1877, loss: 2.1877, grad_norm: 3.6875 2020-10-16 00:04:28,419 - mmaction - INFO - Epoch [69][360/1743] lr: 1.000e-03, eta: 14:42:37, time: 0.796, data_time: 0.005, memory: 3025, loss_cls: 2.1973, loss: 2.1973, grad_norm: 3.6879 2020-10-16 00:04:44,869 - mmaction - INFO - Epoch [69][380/1743] lr: 1.000e-03, eta: 14:42:16, time: 0.821, data_time: 0.006, memory: 3025, loss_cls: 2.1951, loss: 2.1951, grad_norm: 3.6861 2020-10-16 00:05:00,873 - mmaction - INFO - Epoch [69][400/1743] lr: 1.000e-03, eta: 14:41:56, time: 0.801, data_time: 0.006, memory: 3025, loss_cls: 2.2139, loss: 2.2139, grad_norm: 3.7050 2020-10-16 00:05:16,765 - mmaction - INFO - Epoch [69][420/1743] lr: 1.000e-03, eta: 14:41:35, time: 0.797, data_time: 0.006, memory: 3025, loss_cls: 2.1902, loss: 2.1902, grad_norm: 3.6309 2020-10-16 00:05:32,748 - mmaction - INFO - Epoch [69][440/1743] lr: 1.000e-03, eta: 14:41:14, time: 0.795, data_time: 0.005, memory: 3025, loss_cls: 2.1552, loss: 2.1552, grad_norm: 3.6846 2020-10-16 00:05:49,244 - mmaction - INFO - Epoch [69][460/1743] lr: 1.000e-03, eta: 14:40:54, time: 0.828, data_time: 0.005, memory: 3025, loss_cls: 2.1802, loss: 2.1802, grad_norm: 3.6558 2020-10-16 00:06:04,916 - mmaction - INFO - Epoch [69][480/1743] lr: 1.000e-03, eta: 14:40:33, time: 0.782, data_time: 0.011, memory: 3025, loss_cls: 2.1861, loss: 2.1861, grad_norm: 3.7086 2020-10-16 00:06:20,656 - mmaction - INFO - Epoch [69][500/1743] lr: 1.000e-03, eta: 14:40:13, time: 0.781, data_time: 0.005, memory: 3025, loss_cls: 2.1922, loss: 2.1922, grad_norm: 3.6605 2020-10-16 00:06:36,901 - mmaction - INFO - Epoch [69][520/1743] lr: 1.000e-03, eta: 14:39:52, time: 0.814, data_time: 0.013, memory: 3025, loss_cls: 2.1867, loss: 2.1867, grad_norm: 3.6648 2020-10-16 00:06:53,426 - mmaction - INFO - Epoch [69][540/1743] lr: 1.000e-03, eta: 14:39:32, time: 0.830, data_time: 0.010, memory: 3025, loss_cls: 2.1739, loss: 2.1739, grad_norm: 3.6613 2020-10-16 00:07:09,370 - mmaction - INFO - Epoch [69][560/1743] lr: 1.000e-03, eta: 14:39:11, time: 0.794, data_time: 0.006, memory: 3025, loss_cls: 2.2115, loss: 2.2115, grad_norm: 3.6919 2020-10-16 00:07:25,880 - mmaction - INFO - Epoch [69][580/1743] lr: 1.000e-03, eta: 14:38:51, time: 0.830, data_time: 0.008, memory: 3025, loss_cls: 2.1901, loss: 2.1901, grad_norm: 3.7395 2020-10-16 00:07:41,647 - mmaction - INFO - Epoch [69][600/1743] lr: 1.000e-03, eta: 14:38:30, time: 0.788, data_time: 0.005, memory: 3025, loss_cls: 2.1835, loss: 2.1835, grad_norm: 3.7034 2020-10-16 00:07:57,438 - mmaction - INFO - Epoch [69][620/1743] lr: 1.000e-03, eta: 14:38:10, time: 0.784, data_time: 0.005, memory: 3025, loss_cls: 2.1899, loss: 2.1899, grad_norm: 3.7050 2020-10-16 00:08:13,364 - mmaction - INFO - Epoch [69][640/1743] lr: 1.000e-03, eta: 14:37:49, time: 0.803, data_time: 0.012, memory: 3025, loss_cls: 2.1556, loss: 2.1556, grad_norm: 3.6346 2020-10-16 00:08:29,495 - mmaction - INFO - Epoch [69][660/1743] lr: 1.000e-03, eta: 14:37:29, time: 0.802, data_time: 0.003, memory: 3025, loss_cls: 2.1712, loss: 2.1712, grad_norm: 3.6717 2020-10-16 00:08:45,693 - mmaction - INFO - Epoch [69][680/1743] lr: 1.000e-03, eta: 14:37:08, time: 0.807, data_time: 0.008, memory: 3025, loss_cls: 2.1693, loss: 2.1693, grad_norm: 3.7014 2020-10-16 00:09:01,433 - mmaction - INFO - Epoch [69][700/1743] lr: 1.000e-03, eta: 14:36:48, time: 0.789, data_time: 0.010, memory: 3025, loss_cls: 2.2013, loss: 2.2013, grad_norm: 3.7071 2020-10-16 00:09:17,673 - mmaction - INFO - Epoch [69][720/1743] lr: 1.000e-03, eta: 14:36:27, time: 0.815, data_time: 0.009, memory: 3025, loss_cls: 2.1508, loss: 2.1508, grad_norm: 3.6283 2020-10-16 00:09:33,086 - mmaction - INFO - Epoch [69][740/1743] lr: 1.000e-03, eta: 14:36:06, time: 0.770, data_time: 0.010, memory: 3025, loss_cls: 2.2374, loss: 2.2374, grad_norm: 3.7265 2020-10-16 00:09:49,431 - mmaction - INFO - Epoch [69][760/1743] lr: 1.000e-03, eta: 14:35:46, time: 0.821, data_time: 0.006, memory: 3025, loss_cls: 2.1970, loss: 2.1970, grad_norm: 3.6938 2020-10-16 00:10:05,840 - mmaction - INFO - Epoch [69][780/1743] lr: 1.000e-03, eta: 14:35:26, time: 0.819, data_time: 0.003, memory: 3025, loss_cls: 2.1888, loss: 2.1888, grad_norm: 3.7070 2020-10-16 00:10:22,035 - mmaction - INFO - Epoch [69][800/1743] lr: 1.000e-03, eta: 14:35:05, time: 0.808, data_time: 0.004, memory: 3025, loss_cls: 2.1698, loss: 2.1698, grad_norm: 3.7165 2020-10-16 00:10:38,056 - mmaction - INFO - Epoch [69][820/1743] lr: 1.000e-03, eta: 14:34:45, time: 0.800, data_time: 0.006, memory: 3025, loss_cls: 2.2294, loss: 2.2294, grad_norm: 3.7196 2020-10-16 00:10:54,791 - mmaction - INFO - Epoch [69][840/1743] lr: 1.000e-03, eta: 14:34:25, time: 0.837, data_time: 0.006, memory: 3025, loss_cls: 2.1600, loss: 2.1600, grad_norm: 3.6395 2020-10-16 00:11:11,042 - mmaction - INFO - Epoch [69][860/1743] lr: 1.000e-03, eta: 14:34:04, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.2171, loss: 2.2171, grad_norm: 3.8366 2020-10-16 00:11:26,510 - mmaction - INFO - Epoch [69][880/1743] lr: 1.000e-03, eta: 14:33:43, time: 0.771, data_time: 0.014, memory: 3025, loss_cls: 2.1976, loss: 2.1976, grad_norm: 3.6899 2020-10-16 00:11:42,717 - mmaction - INFO - Epoch [69][900/1743] lr: 1.000e-03, eta: 14:33:23, time: 0.816, data_time: 0.013, memory: 3025, loss_cls: 2.1160, loss: 2.1160, grad_norm: 3.6385 2020-10-16 00:11:58,538 - mmaction - INFO - Epoch [69][920/1743] lr: 1.000e-03, eta: 14:33:02, time: 0.796, data_time: 0.006, memory: 3025, loss_cls: 2.2010, loss: 2.2010, grad_norm: 3.7214 2020-10-16 00:12:15,053 - mmaction - INFO - Epoch [69][940/1743] lr: 1.000e-03, eta: 14:32:42, time: 0.817, data_time: 0.005, memory: 3025, loss_cls: 2.1900, loss: 2.1900, grad_norm: 3.6756 2020-10-16 00:12:31,097 - mmaction - INFO - Epoch [69][960/1743] lr: 1.000e-03, eta: 14:32:22, time: 0.802, data_time: 0.010, memory: 3025, loss_cls: 2.1811, loss: 2.1811, grad_norm: 3.6524 2020-10-16 00:12:47,502 - mmaction - INFO - Epoch [69][980/1743] lr: 1.000e-03, eta: 14:32:01, time: 0.828, data_time: 0.012, memory: 3025, loss_cls: 2.1641, loss: 2.1641, grad_norm: 3.6685 2020-10-16 00:13:04,088 - mmaction - INFO - Epoch [69][1000/1743] lr: 1.000e-03, eta: 14:31:41, time: 0.824, data_time: 0.002, memory: 3025, loss_cls: 2.1498, loss: 2.1498, grad_norm: 3.7128 2020-10-16 00:13:19,129 - mmaction - INFO - Epoch [69][1020/1743] lr: 1.000e-03, eta: 14:31:20, time: 0.754, data_time: 0.007, memory: 3025, loss_cls: 2.1716, loss: 2.1716, grad_norm: 3.7780 2020-10-16 00:13:35,381 - mmaction - INFO - Epoch [69][1040/1743] lr: 1.000e-03, eta: 14:31:00, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.1904, loss: 2.1904, grad_norm: 3.7400 2020-10-16 00:13:51,602 - mmaction - INFO - Epoch [69][1060/1743] lr: 1.000e-03, eta: 14:30:39, time: 0.819, data_time: 0.012, memory: 3025, loss_cls: 2.2014, loss: 2.2014, grad_norm: 3.6484 2020-10-16 00:14:07,177 - mmaction - INFO - Epoch [69][1080/1743] lr: 1.000e-03, eta: 14:30:18, time: 0.772, data_time: 0.003, memory: 3025, loss_cls: 2.1821, loss: 2.1821, grad_norm: 3.6422 2020-10-16 00:14:23,307 - mmaction - INFO - Epoch [69][1100/1743] lr: 1.000e-03, eta: 14:29:58, time: 0.810, data_time: 0.010, memory: 3025, loss_cls: 2.2035, loss: 2.2035, grad_norm: 3.7299 2020-10-16 00:14:39,671 - mmaction - INFO - Epoch [69][1120/1743] lr: 1.000e-03, eta: 14:29:38, time: 0.816, data_time: 0.006, memory: 3025, loss_cls: 2.1508, loss: 2.1508, grad_norm: 3.6515 2020-10-16 00:14:55,374 - mmaction - INFO - Epoch [69][1140/1743] lr: 1.000e-03, eta: 14:29:17, time: 0.787, data_time: 0.008, memory: 3025, loss_cls: 2.1771, loss: 2.1771, grad_norm: 3.6847 2020-10-16 00:15:11,370 - mmaction - INFO - Epoch [69][1160/1743] lr: 1.000e-03, eta: 14:28:57, time: 0.798, data_time: 0.007, memory: 3025, loss_cls: 2.1371, loss: 2.1371, grad_norm: 3.6065 2020-10-16 00:15:27,793 - mmaction - INFO - Epoch [69][1180/1743] lr: 1.000e-03, eta: 14:28:36, time: 0.825, data_time: 0.010, memory: 3025, loss_cls: 2.1761, loss: 2.1761, grad_norm: 3.6492 2020-10-16 00:15:43,336 - mmaction - INFO - Epoch [69][1200/1743] lr: 1.000e-03, eta: 14:28:16, time: 0.775, data_time: 0.005, memory: 3025, loss_cls: 2.1641, loss: 2.1641, grad_norm: 3.7080 2020-10-16 00:15:59,271 - mmaction - INFO - Epoch [69][1220/1743] lr: 1.000e-03, eta: 14:27:55, time: 0.792, data_time: 0.007, memory: 3025, loss_cls: 2.1739, loss: 2.1739, grad_norm: 3.6749 2020-10-16 00:16:15,436 - mmaction - INFO - Epoch [69][1240/1743] lr: 1.000e-03, eta: 14:27:35, time: 0.808, data_time: 0.017, memory: 3025, loss_cls: 2.1754, loss: 2.1754, grad_norm: 3.8144 2020-10-16 00:16:31,533 - mmaction - INFO - Epoch [69][1260/1743] lr: 1.000e-03, eta: 14:27:14, time: 0.801, data_time: 0.012, memory: 3025, loss_cls: 2.1897, loss: 2.1897, grad_norm: 3.7472 2020-10-16 00:16:47,727 - mmaction - INFO - Epoch [69][1280/1743] lr: 1.000e-03, eta: 14:26:54, time: 0.820, data_time: 0.024, memory: 3025, loss_cls: 2.1846, loss: 2.1846, grad_norm: 3.6894 2020-10-16 00:17:03,607 - mmaction - INFO - Epoch [69][1300/1743] lr: 1.000e-03, eta: 14:26:33, time: 0.797, data_time: 0.006, memory: 3025, loss_cls: 2.2176, loss: 2.2176, grad_norm: 3.7396 2020-10-16 00:17:19,319 - mmaction - INFO - Epoch [69][1320/1743] lr: 1.000e-03, eta: 14:26:13, time: 0.780, data_time: 0.005, memory: 3025, loss_cls: 2.2174, loss: 2.2174, grad_norm: 3.6699 2020-10-16 00:17:35,062 - mmaction - INFO - Epoch [69][1340/1743] lr: 1.000e-03, eta: 14:25:52, time: 0.789, data_time: 0.008, memory: 3025, loss_cls: 2.1441, loss: 2.1441, grad_norm: 3.6344 2020-10-16 00:17:51,401 - mmaction - INFO - Epoch [69][1360/1743] lr: 1.000e-03, eta: 14:25:32, time: 0.812, data_time: 0.006, memory: 3025, loss_cls: 2.1831, loss: 2.1831, grad_norm: 3.7557 2020-10-16 00:18:06,758 - mmaction - INFO - Epoch [69][1380/1743] lr: 1.000e-03, eta: 14:25:11, time: 0.774, data_time: 0.011, memory: 3025, loss_cls: 2.1978, loss: 2.1978, grad_norm: 3.7432 2020-10-16 00:18:23,282 - mmaction - INFO - Epoch [69][1400/1743] lr: 1.000e-03, eta: 14:24:51, time: 0.825, data_time: 0.006, memory: 3025, loss_cls: 2.1561, loss: 2.1561, grad_norm: 3.6968 2020-10-16 00:18:39,197 - mmaction - INFO - Epoch [69][1420/1743] lr: 1.000e-03, eta: 14:24:30, time: 0.793, data_time: 0.006, memory: 3025, loss_cls: 2.1969, loss: 2.1969, grad_norm: 3.7725 2020-10-16 00:18:55,675 - mmaction - INFO - Epoch [69][1440/1743] lr: 1.000e-03, eta: 14:24:10, time: 0.822, data_time: 0.009, memory: 3025, loss_cls: 2.1887, loss: 2.1887, grad_norm: 3.6505 2020-10-16 00:19:11,802 - mmaction - INFO - Epoch [69][1460/1743] lr: 1.000e-03, eta: 14:23:49, time: 0.808, data_time: 0.010, memory: 3025, loss_cls: 2.1926, loss: 2.1926, grad_norm: 3.7991 2020-10-16 00:19:27,903 - mmaction - INFO - Epoch [69][1480/1743] lr: 1.000e-03, eta: 14:23:29, time: 0.809, data_time: 0.008, memory: 3025, loss_cls: 2.1797, loss: 2.1797, grad_norm: 3.6744 2020-10-16 00:19:43,463 - mmaction - INFO - Epoch [69][1500/1743] lr: 1.000e-03, eta: 14:23:08, time: 0.777, data_time: 0.004, memory: 3025, loss_cls: 2.1792, loss: 2.1792, grad_norm: 3.6838 2020-10-16 00:19:59,715 - mmaction - INFO - Epoch [69][1520/1743] lr: 1.000e-03, eta: 14:22:48, time: 0.813, data_time: 0.005, memory: 3025, loss_cls: 2.1771, loss: 2.1771, grad_norm: 3.7088 2020-10-16 00:20:15,746 - mmaction - INFO - Epoch [69][1540/1743] lr: 1.000e-03, eta: 14:22:27, time: 0.802, data_time: 0.004, memory: 3025, loss_cls: 2.1493, loss: 2.1493, grad_norm: 3.6111 2020-10-16 00:20:31,338 - mmaction - INFO - Epoch [69][1560/1743] lr: 1.000e-03, eta: 14:22:07, time: 0.779, data_time: 0.004, memory: 3025, loss_cls: 2.1460, loss: 2.1460, grad_norm: 3.6440 2020-10-16 00:20:47,583 - mmaction - INFO - Epoch [69][1580/1743] lr: 1.000e-03, eta: 14:21:46, time: 0.813, data_time: 0.004, memory: 3025, loss_cls: 2.1649, loss: 2.1649, grad_norm: 3.6712 2020-10-16 00:21:02,945 - mmaction - INFO - Epoch [69][1600/1743] lr: 1.000e-03, eta: 14:21:26, time: 0.764, data_time: 0.005, memory: 3025, loss_cls: 2.2050, loss: 2.2050, grad_norm: 3.7164 2020-10-16 00:21:18,619 - mmaction - INFO - Epoch [69][1620/1743] lr: 1.000e-03, eta: 14:21:05, time: 0.788, data_time: 0.008, memory: 3025, loss_cls: 2.1993, loss: 2.1993, grad_norm: 3.7083 2020-10-16 00:21:35,053 - mmaction - INFO - Epoch [69][1640/1743] lr: 1.000e-03, eta: 14:20:45, time: 0.818, data_time: 0.005, memory: 3025, loss_cls: 2.1903, loss: 2.1903, grad_norm: 3.7568 2020-10-16 00:21:51,434 - mmaction - INFO - Epoch [69][1660/1743] lr: 1.000e-03, eta: 14:20:25, time: 0.821, data_time: 0.007, memory: 3025, loss_cls: 2.2106, loss: 2.2106, grad_norm: 3.7257 2020-10-16 00:22:07,123 - mmaction - INFO - Epoch [69][1680/1743] lr: 1.000e-03, eta: 14:20:04, time: 0.784, data_time: 0.006, memory: 3025, loss_cls: 2.1750, loss: 2.1750, grad_norm: 3.7142 2020-10-16 00:22:23,233 - mmaction - INFO - Epoch [69][1700/1743] lr: 1.000e-03, eta: 14:19:43, time: 0.798, data_time: 0.006, memory: 3025, loss_cls: 2.1978, loss: 2.1978, grad_norm: 3.7184 2020-10-16 00:22:39,357 - mmaction - INFO - Epoch [69][1720/1743] lr: 1.000e-03, eta: 14:19:23, time: 0.814, data_time: 0.011, memory: 3025, loss_cls: 2.1888, loss: 2.1888, grad_norm: 3.6857 2020-10-16 00:22:55,024 - mmaction - INFO - Epoch [69][1740/1743] lr: 1.000e-03, eta: 14:19:02, time: 0.780, data_time: 0.006, memory: 3025, loss_cls: 2.2045, loss: 2.2045, grad_norm: 3.7451 2020-10-16 00:24:04,858 - mmaction - INFO - Epoch [70][20/1743] lr: 1.000e-03, eta: 14:18:54, time: 2.627, data_time: 1.789, memory: 3025, loss_cls: 2.1858, loss: 2.1858, grad_norm: 3.7336 2020-10-16 00:24:22,134 - mmaction - INFO - Epoch [70][40/1743] lr: 1.000e-03, eta: 14:18:34, time: 0.863, data_time: 0.015, memory: 3025, loss_cls: 2.2173, loss: 2.2173, grad_norm: 3.7185 2020-10-16 00:24:39,763 - mmaction - INFO - Epoch [70][60/1743] lr: 1.000e-03, eta: 14:18:15, time: 0.883, data_time: 0.010, memory: 3025, loss_cls: 2.1717, loss: 2.1717, grad_norm: 3.7284 2020-10-16 00:24:56,054 - mmaction - INFO - Epoch [70][80/1743] lr: 1.000e-03, eta: 14:17:54, time: 0.820, data_time: 0.008, memory: 3025, loss_cls: 2.1657, loss: 2.1657, grad_norm: 3.6081 2020-10-16 00:25:12,124 - mmaction - INFO - Epoch [70][100/1743] lr: 1.000e-03, eta: 14:17:34, time: 0.801, data_time: 0.005, memory: 3025, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.6396 2020-10-16 00:25:28,453 - mmaction - INFO - Epoch [70][120/1743] lr: 1.000e-03, eta: 14:17:14, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.2135, loss: 2.2135, grad_norm: 3.7383 2020-10-16 00:25:44,801 - mmaction - INFO - Epoch [70][140/1743] lr: 1.000e-03, eta: 14:16:53, time: 0.819, data_time: 0.007, memory: 3025, loss_cls: 2.1713, loss: 2.1713, grad_norm: 3.6722 2020-10-16 00:26:00,939 - mmaction - INFO - Epoch [70][160/1743] lr: 1.000e-03, eta: 14:16:33, time: 0.808, data_time: 0.006, memory: 3025, loss_cls: 2.1734, loss: 2.1734, grad_norm: 3.7533 2020-10-16 00:26:17,337 - mmaction - INFO - Epoch [70][180/1743] lr: 1.000e-03, eta: 14:16:13, time: 0.812, data_time: 0.002, memory: 3025, loss_cls: 2.1505, loss: 2.1505, grad_norm: 3.6504 2020-10-16 00:26:33,431 - mmaction - INFO - Epoch [70][200/1743] lr: 1.000e-03, eta: 14:15:52, time: 0.809, data_time: 0.011, memory: 3025, loss_cls: 2.1783, loss: 2.1783, grad_norm: 3.6799 2020-10-16 00:26:49,760 - mmaction - INFO - Epoch [70][220/1743] lr: 1.000e-03, eta: 14:15:32, time: 0.819, data_time: 0.007, memory: 3025, loss_cls: 2.2032, loss: 2.2032, grad_norm: 3.7267 2020-10-16 00:27:06,559 - mmaction - INFO - Epoch [70][240/1743] lr: 1.000e-03, eta: 14:15:12, time: 0.838, data_time: 0.004, memory: 3025, loss_cls: 2.1836, loss: 2.1836, grad_norm: 3.7639 2020-10-16 00:27:23,184 - mmaction - INFO - Epoch [70][260/1743] lr: 1.000e-03, eta: 14:14:52, time: 0.822, data_time: 0.005, memory: 3025, loss_cls: 2.1558, loss: 2.1558, grad_norm: 3.6487 2020-10-16 00:27:39,196 - mmaction - INFO - Epoch [70][280/1743] lr: 1.000e-03, eta: 14:14:31, time: 0.806, data_time: 0.016, memory: 3025, loss_cls: 2.1407, loss: 2.1407, grad_norm: 3.6526 2020-10-16 00:27:55,013 - mmaction - INFO - Epoch [70][300/1743] lr: 1.000e-03, eta: 14:14:11, time: 0.797, data_time: 0.015, memory: 3025, loss_cls: 2.1801, loss: 2.1801, grad_norm: 3.7410 2020-10-16 00:28:10,704 - mmaction - INFO - Epoch [70][320/1743] lr: 1.000e-03, eta: 14:13:50, time: 0.783, data_time: 0.006, memory: 3025, loss_cls: 2.1679, loss: 2.1679, grad_norm: 3.6847 2020-10-16 00:28:27,112 - mmaction - INFO - Epoch [70][340/1743] lr: 1.000e-03, eta: 14:13:30, time: 0.822, data_time: 0.006, memory: 3025, loss_cls: 2.1691, loss: 2.1691, grad_norm: 3.7375 2020-10-16 00:28:43,637 - mmaction - INFO - Epoch [70][360/1743] lr: 1.000e-03, eta: 14:13:10, time: 0.824, data_time: 0.007, memory: 3025, loss_cls: 2.2012, loss: 2.2012, grad_norm: 3.7034 2020-10-16 00:28:59,673 - mmaction - INFO - Epoch [70][380/1743] lr: 1.000e-03, eta: 14:12:49, time: 0.803, data_time: 0.006, memory: 3025, loss_cls: 2.1551, loss: 2.1551, grad_norm: 3.6675 2020-10-16 00:29:16,222 - mmaction - INFO - Epoch [70][400/1743] lr: 1.000e-03, eta: 14:12:29, time: 0.826, data_time: 0.005, memory: 3025, loss_cls: 2.1560, loss: 2.1560, grad_norm: 3.6309 2020-10-16 00:29:32,102 - mmaction - INFO - Epoch [70][420/1743] lr: 1.000e-03, eta: 14:12:08, time: 0.792, data_time: 0.005, memory: 3025, loss_cls: 2.1557, loss: 2.1557, grad_norm: 3.6406 2020-10-16 00:29:48,176 - mmaction - INFO - Epoch [70][440/1743] lr: 1.000e-03, eta: 14:11:48, time: 0.806, data_time: 0.009, memory: 3025, loss_cls: 2.1962, loss: 2.1962, grad_norm: 3.7504 2020-10-16 00:30:04,605 - mmaction - INFO - Epoch [70][460/1743] lr: 1.000e-03, eta: 14:11:28, time: 0.820, data_time: 0.006, memory: 3025, loss_cls: 2.1592, loss: 2.1592, grad_norm: 3.6868 2020-10-16 00:30:20,745 - mmaction - INFO - Epoch [70][480/1743] lr: 1.000e-03, eta: 14:11:07, time: 0.808, data_time: 0.007, memory: 3025, loss_cls: 2.1844, loss: 2.1844, grad_norm: 3.7113 2020-10-16 00:30:37,343 - mmaction - INFO - Epoch [70][500/1743] lr: 1.000e-03, eta: 14:10:47, time: 0.832, data_time: 0.005, memory: 3025, loss_cls: 2.1617, loss: 2.1617, grad_norm: 3.6685 2020-10-16 00:30:53,247 - mmaction - INFO - Epoch [70][520/1743] lr: 1.000e-03, eta: 14:10:27, time: 0.792, data_time: 0.004, memory: 3025, loss_cls: 2.1693, loss: 2.1693, grad_norm: 3.6412 2020-10-16 00:31:09,173 - mmaction - INFO - Epoch [70][540/1743] lr: 1.000e-03, eta: 14:10:06, time: 0.798, data_time: 0.007, memory: 3025, loss_cls: 2.1505, loss: 2.1505, grad_norm: 3.6608 2020-10-16 00:31:25,379 - mmaction - INFO - Epoch [70][560/1743] lr: 1.000e-03, eta: 14:09:46, time: 0.811, data_time: 0.007, memory: 3025, loss_cls: 2.1962, loss: 2.1962, grad_norm: 3.8060 2020-10-16 00:31:41,582 - mmaction - INFO - Epoch [70][580/1743] lr: 1.000e-03, eta: 14:09:26, time: 0.806, data_time: 0.009, memory: 3025, loss_cls: 2.1975, loss: 2.1975, grad_norm: 3.7253 2020-10-16 00:31:57,419 - mmaction - INFO - Epoch [70][600/1743] lr: 1.000e-03, eta: 14:09:05, time: 0.796, data_time: 0.010, memory: 3025, loss_cls: 2.2167, loss: 2.2167, grad_norm: 3.6948 2020-10-16 00:32:13,507 - mmaction - INFO - Epoch [70][620/1743] lr: 1.000e-03, eta: 14:08:45, time: 0.806, data_time: 0.004, memory: 3025, loss_cls: 2.1845, loss: 2.1845, grad_norm: 3.7454 2020-10-16 00:32:29,306 - mmaction - INFO - Epoch [70][640/1743] lr: 1.000e-03, eta: 14:08:24, time: 0.789, data_time: 0.005, memory: 3025, loss_cls: 2.2264, loss: 2.2264, grad_norm: 3.7012 2020-10-16 00:32:45,345 - mmaction - INFO - Epoch [70][660/1743] lr: 1.000e-03, eta: 14:08:04, time: 0.802, data_time: 0.009, memory: 3025, loss_cls: 2.1960, loss: 2.1960, grad_norm: 3.6248 2020-10-16 00:33:01,461 - mmaction - INFO - Epoch [70][680/1743] lr: 1.000e-03, eta: 14:07:43, time: 0.806, data_time: 0.005, memory: 3025, loss_cls: 2.1355, loss: 2.1355, grad_norm: 3.7024 2020-10-16 00:33:17,945 - mmaction - INFO - Epoch [70][700/1743] lr: 1.000e-03, eta: 14:07:23, time: 0.827, data_time: 0.004, memory: 3025, loss_cls: 2.1769, loss: 2.1769, grad_norm: 3.6476 2020-10-16 00:33:34,462 - mmaction - INFO - Epoch [70][720/1743] lr: 1.000e-03, eta: 14:07:03, time: 0.818, data_time: 0.005, memory: 3025, loss_cls: 2.2131, loss: 2.2131, grad_norm: 3.7593 2020-10-16 00:33:50,055 - mmaction - INFO - Epoch [70][740/1743] lr: 1.000e-03, eta: 14:06:42, time: 0.782, data_time: 0.014, memory: 3025, loss_cls: 2.2002, loss: 2.2002, grad_norm: 3.7730 2020-10-16 00:34:06,712 - mmaction - INFO - Epoch [70][760/1743] lr: 1.000e-03, eta: 14:06:22, time: 0.833, data_time: 0.008, memory: 3025, loss_cls: 2.1656, loss: 2.1656, grad_norm: 3.6683 2020-10-16 00:34:23,179 - mmaction - INFO - Epoch [70][780/1743] lr: 1.000e-03, eta: 14:06:02, time: 0.828, data_time: 0.008, memory: 3025, loss_cls: 2.1843, loss: 2.1843, grad_norm: 3.7713 2020-10-16 00:34:39,307 - mmaction - INFO - Epoch [70][800/1743] lr: 1.000e-03, eta: 14:05:42, time: 0.806, data_time: 0.002, memory: 3025, loss_cls: 2.1857, loss: 2.1857, grad_norm: 3.6846 2020-10-16 00:34:55,489 - mmaction - INFO - Epoch [70][820/1743] lr: 1.000e-03, eta: 14:05:21, time: 0.809, data_time: 0.004, memory: 3025, loss_cls: 2.1878, loss: 2.1878, grad_norm: 3.6928 2020-10-16 00:35:11,927 - mmaction - INFO - Epoch [70][840/1743] lr: 1.000e-03, eta: 14:05:01, time: 0.819, data_time: 0.002, memory: 3025, loss_cls: 2.1872, loss: 2.1872, grad_norm: 3.7237 2020-10-16 00:35:28,201 - mmaction - INFO - Epoch [70][860/1743] lr: 1.000e-03, eta: 14:04:41, time: 0.813, data_time: 0.007, memory: 3025, loss_cls: 2.1677, loss: 2.1677, grad_norm: 3.6266 2020-10-16 00:35:44,950 - mmaction - INFO - Epoch [70][880/1743] lr: 1.000e-03, eta: 14:04:21, time: 0.841, data_time: 0.008, memory: 3025, loss_cls: 2.1878, loss: 2.1878, grad_norm: 3.7262 2020-10-16 00:36:00,237 - mmaction - INFO - Epoch [70][900/1743] lr: 1.000e-03, eta: 14:04:00, time: 0.763, data_time: 0.003, memory: 3025, loss_cls: 2.1815, loss: 2.1815, grad_norm: 3.7292 2020-10-16 00:36:16,490 - mmaction - INFO - Epoch [70][920/1743] lr: 1.000e-03, eta: 14:03:40, time: 0.813, data_time: 0.016, memory: 3025, loss_cls: 2.1714, loss: 2.1714, grad_norm: 3.7238 2020-10-16 00:36:32,994 - mmaction - INFO - Epoch [70][940/1743] lr: 1.000e-03, eta: 14:03:20, time: 0.826, data_time: 0.007, memory: 3025, loss_cls: 2.1234, loss: 2.1234, grad_norm: 3.6703 2020-10-16 00:36:49,263 - mmaction - INFO - Epoch [70][960/1743] lr: 1.000e-03, eta: 14:02:59, time: 0.816, data_time: 0.004, memory: 3025, loss_cls: 2.1711, loss: 2.1711, grad_norm: 3.6869 2020-10-16 00:37:05,289 - mmaction - INFO - Epoch [70][980/1743] lr: 1.000e-03, eta: 14:02:39, time: 0.799, data_time: 0.002, memory: 3025, loss_cls: 2.1646, loss: 2.1646, grad_norm: 3.6749 2020-10-16 00:37:21,843 - mmaction - INFO - Epoch [70][1000/1743] lr: 1.000e-03, eta: 14:02:19, time: 0.829, data_time: 0.005, memory: 3025, loss_cls: 2.1936, loss: 2.1936, grad_norm: 3.6672 2020-10-16 00:37:38,002 - mmaction - INFO - Epoch [70][1020/1743] lr: 1.000e-03, eta: 14:01:59, time: 0.806, data_time: 0.002, memory: 3025, loss_cls: 2.2197, loss: 2.2197, grad_norm: 3.7336 2020-10-16 00:37:54,816 - mmaction - INFO - Epoch [70][1040/1743] lr: 1.000e-03, eta: 14:01:38, time: 0.834, data_time: 0.004, memory: 3025, loss_cls: 2.1869, loss: 2.1869, grad_norm: 3.6623 2020-10-16 00:38:10,744 - mmaction - INFO - Epoch [70][1060/1743] lr: 1.000e-03, eta: 14:01:18, time: 0.800, data_time: 0.010, memory: 3025, loss_cls: 2.1707, loss: 2.1707, grad_norm: 3.6805 2020-10-16 00:38:27,422 - mmaction - INFO - Epoch [70][1080/1743] lr: 1.000e-03, eta: 14:00:58, time: 0.836, data_time: 0.009, memory: 3025, loss_cls: 2.1839, loss: 2.1839, grad_norm: 3.7600 2020-10-16 00:38:43,854 - mmaction - INFO - Epoch [70][1100/1743] lr: 1.000e-03, eta: 14:00:38, time: 0.820, data_time: 0.005, memory: 3025, loss_cls: 2.2065, loss: 2.2065, grad_norm: 3.7397 2020-10-16 00:38:59,837 - mmaction - INFO - Epoch [70][1120/1743] lr: 1.000e-03, eta: 14:00:17, time: 0.804, data_time: 0.007, memory: 3025, loss_cls: 2.2177, loss: 2.2177, grad_norm: 3.8165 2020-10-16 00:39:15,945 - mmaction - INFO - Epoch [70][1140/1743] lr: 1.000e-03, eta: 13:59:57, time: 0.801, data_time: 0.001, memory: 3025, loss_cls: 2.1842, loss: 2.1842, grad_norm: 3.6762 2020-10-16 00:39:32,496 - mmaction - INFO - Epoch [70][1160/1743] lr: 1.000e-03, eta: 13:59:37, time: 0.823, data_time: 0.007, memory: 3025, loss_cls: 2.1741, loss: 2.1741, grad_norm: 3.6398 2020-10-16 00:39:48,656 - mmaction - INFO - Epoch [70][1180/1743] lr: 1.000e-03, eta: 13:59:17, time: 0.814, data_time: 0.009, memory: 3025, loss_cls: 2.1891, loss: 2.1891, grad_norm: 3.7008 2020-10-16 00:40:04,609 - mmaction - INFO - Epoch [70][1200/1743] lr: 1.000e-03, eta: 13:58:56, time: 0.796, data_time: 0.004, memory: 3025, loss_cls: 2.1955, loss: 2.1955, grad_norm: 3.7526 2020-10-16 00:40:20,777 - mmaction - INFO - Epoch [70][1220/1743] lr: 1.000e-03, eta: 13:58:36, time: 0.811, data_time: 0.007, memory: 3025, loss_cls: 2.1927, loss: 2.1927, grad_norm: 3.6979 2020-10-16 00:40:36,727 - mmaction - INFO - Epoch [70][1240/1743] lr: 1.000e-03, eta: 13:58:15, time: 0.794, data_time: 0.003, memory: 3025, loss_cls: 2.2056, loss: 2.2056, grad_norm: 3.8070 2020-10-16 00:40:52,507 - mmaction - INFO - Epoch [70][1260/1743] lr: 1.000e-03, eta: 13:57:55, time: 0.789, data_time: 0.007, memory: 3025, loss_cls: 2.1829, loss: 2.1829, grad_norm: 3.7306 2020-10-16 00:41:08,727 - mmaction - INFO - Epoch [70][1280/1743] lr: 1.000e-03, eta: 13:57:35, time: 0.813, data_time: 0.007, memory: 3025, loss_cls: 2.1930, loss: 2.1930, grad_norm: 3.7770 2020-10-16 00:41:24,104 - mmaction - INFO - Epoch [70][1300/1743] lr: 1.000e-03, eta: 13:57:14, time: 0.771, data_time: 0.005, memory: 3025, loss_cls: 2.1942, loss: 2.1942, grad_norm: 3.7285 2020-10-16 00:41:41,084 - mmaction - INFO - Epoch [70][1320/1743] lr: 1.000e-03, eta: 13:56:54, time: 0.845, data_time: 0.004, memory: 3025, loss_cls: 2.2005, loss: 2.2005, grad_norm: 3.7620 2020-10-16 00:41:58,193 - mmaction - INFO - Epoch [70][1340/1743] lr: 1.000e-03, eta: 13:56:34, time: 0.849, data_time: 0.010, memory: 3025, loss_cls: 2.1659, loss: 2.1659, grad_norm: 3.7414 2020-10-16 00:42:15,105 - mmaction - INFO - Epoch [70][1360/1743] lr: 1.000e-03, eta: 13:56:14, time: 0.854, data_time: 0.013, memory: 3025, loss_cls: 2.1726, loss: 2.1726, grad_norm: 3.6763 2020-10-16 00:42:31,591 - mmaction - INFO - Epoch [70][1380/1743] lr: 1.000e-03, eta: 13:55:54, time: 0.822, data_time: 0.003, memory: 3025, loss_cls: 2.1676, loss: 2.1676, grad_norm: 3.6079 2020-10-16 00:42:48,302 - mmaction - INFO - Epoch [70][1400/1743] lr: 1.000e-03, eta: 13:55:34, time: 0.838, data_time: 0.006, memory: 3025, loss_cls: 2.1572, loss: 2.1572, grad_norm: 3.6550 2020-10-16 00:43:04,758 - mmaction - INFO - Epoch [70][1420/1743] lr: 1.000e-03, eta: 13:55:14, time: 0.818, data_time: 0.004, memory: 3025, loss_cls: 2.2026, loss: 2.2026, grad_norm: 3.7398 2020-10-16 00:43:21,048 - mmaction - INFO - Epoch [70][1440/1743] lr: 1.000e-03, eta: 13:54:54, time: 0.815, data_time: 0.011, memory: 3025, loss_cls: 2.1716, loss: 2.1716, grad_norm: 3.6958 2020-10-16 00:43:36,770 - mmaction - INFO - Epoch [70][1460/1743] lr: 1.000e-03, eta: 13:54:33, time: 0.791, data_time: 0.012, memory: 3025, loss_cls: 2.1997, loss: 2.1997, grad_norm: 3.6482 2020-10-16 00:43:53,042 - mmaction - INFO - Epoch [70][1480/1743] lr: 1.000e-03, eta: 13:54:13, time: 0.814, data_time: 0.004, memory: 3025, loss_cls: 2.1763, loss: 2.1763, grad_norm: 3.7294 2020-10-16 00:44:09,133 - mmaction - INFO - Epoch [70][1500/1743] lr: 1.000e-03, eta: 13:53:52, time: 0.801, data_time: 0.005, memory: 3025, loss_cls: 2.1625, loss: 2.1625, grad_norm: 3.7373 2020-10-16 00:44:25,587 - mmaction - INFO - Epoch [70][1520/1743] lr: 1.000e-03, eta: 13:53:32, time: 0.828, data_time: 0.009, memory: 3025, loss_cls: 2.1541, loss: 2.1541, grad_norm: 3.6526 2020-10-16 00:44:41,014 - mmaction - INFO - Epoch [70][1540/1743] lr: 1.000e-03, eta: 13:53:12, time: 0.769, data_time: 0.002, memory: 3025, loss_cls: 2.1403, loss: 2.1403, grad_norm: 3.6898 2020-10-16 00:44:56,636 - mmaction - INFO - Epoch [70][1560/1743] lr: 1.000e-03, eta: 13:52:51, time: 0.781, data_time: 0.006, memory: 3025, loss_cls: 2.1760, loss: 2.1760, grad_norm: 3.6990 2020-10-16 00:45:13,164 - mmaction - INFO - Epoch [70][1580/1743] lr: 1.000e-03, eta: 13:52:31, time: 0.824, data_time: 0.007, memory: 3025, loss_cls: 2.2154, loss: 2.2154, grad_norm: 3.7349 2020-10-16 00:45:29,074 - mmaction - INFO - Epoch [70][1600/1743] lr: 1.000e-03, eta: 13:52:11, time: 0.795, data_time: 0.008, memory: 3025, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.6781 2020-10-16 00:45:45,189 - mmaction - INFO - Epoch [70][1620/1743] lr: 1.000e-03, eta: 13:51:50, time: 0.801, data_time: 0.010, memory: 3025, loss_cls: 2.1826, loss: 2.1826, grad_norm: 3.7188 2020-10-16 00:46:02,325 - mmaction - INFO - Epoch [70][1640/1743] lr: 1.000e-03, eta: 13:51:31, time: 0.862, data_time: 0.014, memory: 3025, loss_cls: 2.1998, loss: 2.1998, grad_norm: 3.7134 2020-10-16 00:46:18,658 - mmaction - INFO - Epoch [70][1660/1743] lr: 1.000e-03, eta: 13:51:10, time: 0.815, data_time: 0.007, memory: 3025, loss_cls: 2.2161, loss: 2.2161, grad_norm: 3.7603 2020-10-16 00:46:34,818 - mmaction - INFO - Epoch [70][1680/1743] lr: 1.000e-03, eta: 13:50:50, time: 0.814, data_time: 0.009, memory: 3025, loss_cls: 2.1875, loss: 2.1875, grad_norm: 3.6866 2020-10-16 00:46:50,703 - mmaction - INFO - Epoch [70][1700/1743] lr: 1.000e-03, eta: 13:50:30, time: 0.790, data_time: 0.002, memory: 3025, loss_cls: 2.1952, loss: 2.1952, grad_norm: 3.7513 2020-10-16 00:47:07,309 - mmaction - INFO - Epoch [70][1720/1743] lr: 1.000e-03, eta: 13:50:10, time: 0.833, data_time: 0.006, memory: 3025, loss_cls: 2.2011, loss: 2.2011, grad_norm: 3.7103 2020-10-16 00:47:23,695 - mmaction - INFO - Epoch [70][1740/1743] lr: 1.000e-03, eta: 13:49:49, time: 0.817, data_time: 0.005, memory: 3025, loss_cls: 2.2198, loss: 2.2198, grad_norm: 3.7502 2020-10-16 00:47:28,566 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-10-16 00:49:24,014 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-16 00:49:29,534 - mmaction - INFO - mean_average_precision 0.7192 2020-10-16 00:49:29,583 - mmaction - INFO - Epoch(val) [70][1743] mean_average_precision: 0.7192 2020-10-16 00:49:55,384 - mmaction - INFO - Epoch [71][20/1743] lr: 1.000e-03, eta: 13:49:29, time: 1.284, data_time: 0.890, memory: 3025, loss_cls: 2.1933, loss: 2.1933, grad_norm: 3.7152 2020-10-16 00:50:11,707 - mmaction - INFO - Epoch [71][40/1743] lr: 1.000e-03, eta: 13:49:09, time: 0.821, data_time: 0.364, memory: 3025, loss_cls: 2.2124, loss: 2.2124, grad_norm: 3.7345 2020-10-16 00:50:28,872 - mmaction - INFO - Epoch [71][60/1743] lr: 1.000e-03, eta: 13:48:49, time: 0.858, data_time: 0.271, memory: 3025, loss_cls: 2.2207, loss: 2.2207, grad_norm: 3.7646 2020-10-16 00:50:45,235 - mmaction - INFO - Epoch [71][80/1743] lr: 1.000e-03, eta: 13:48:29, time: 0.816, data_time: 0.068, memory: 3025, loss_cls: 2.1571, loss: 2.1571, grad_norm: 3.7201 2020-10-16 00:51:02,057 - mmaction - INFO - Epoch [71][100/1743] lr: 1.000e-03, eta: 13:48:09, time: 0.844, data_time: 0.009, memory: 3025, loss_cls: 2.1535, loss: 2.1535, grad_norm: 3.6925 2020-10-16 00:51:18,115 - mmaction - INFO - Epoch [71][120/1743] lr: 1.000e-03, eta: 13:47:48, time: 0.795, data_time: 0.003, memory: 3025, loss_cls: 2.1691, loss: 2.1691, grad_norm: 3.6729 2020-10-16 00:51:35,024 - mmaction - INFO - Epoch [71][140/1743] lr: 1.000e-03, eta: 13:47:29, time: 0.849, data_time: 0.011, memory: 3025, loss_cls: 2.1863, loss: 2.1863, grad_norm: 3.7094 2020-10-16 00:51:51,340 - mmaction - INFO - Epoch [71][160/1743] lr: 1.000e-03, eta: 13:47:08, time: 0.818, data_time: 0.008, memory: 3025, loss_cls: 2.1479, loss: 2.1479, grad_norm: 3.6792 2020-10-16 00:52:07,506 - mmaction - INFO - Epoch [71][180/1743] lr: 1.000e-03, eta: 13:46:48, time: 0.805, data_time: 0.005, memory: 3025, loss_cls: 2.1960, loss: 2.1960, grad_norm: 3.7138 2020-10-16 00:52:23,422 - mmaction - INFO - Epoch [71][200/1743] lr: 1.000e-03, eta: 13:46:28, time: 0.795, data_time: 0.009, memory: 3025, loss_cls: 2.1806, loss: 2.1806, grad_norm: 3.7770 2020-10-16 00:52:39,375 - mmaction - INFO - Epoch [71][220/1743] lr: 1.000e-03, eta: 13:46:07, time: 0.801, data_time: 0.011, memory: 3025, loss_cls: 2.1779, loss: 2.1779, grad_norm: 3.7377 2020-10-16 00:52:54,849 - mmaction - INFO - Epoch [71][240/1743] lr: 1.000e-03, eta: 13:45:47, time: 0.775, data_time: 0.006, memory: 3025, loss_cls: 2.1675, loss: 2.1675, grad_norm: 3.6732 2020-10-16 00:53:10,312 - mmaction - INFO - Epoch [71][260/1743] lr: 1.000e-03, eta: 13:45:26, time: 0.775, data_time: 0.006, memory: 3025, loss_cls: 2.1729, loss: 2.1729, grad_norm: 3.7594 2020-10-16 00:53:26,462 - mmaction - INFO - Epoch [71][280/1743] lr: 1.000e-03, eta: 13:45:06, time: 0.805, data_time: 0.003, memory: 3025, loss_cls: 2.2132, loss: 2.2132, grad_norm: 3.7951 2020-10-16 00:53:42,097 - mmaction - INFO - Epoch [71][300/1743] lr: 1.000e-03, eta: 13:44:46, time: 0.782, data_time: 0.006, memory: 3025, loss_cls: 2.1853, loss: 2.1853, grad_norm: 3.7074 2020-10-16 00:53:57,506 - mmaction - INFO - Epoch [71][320/1743] lr: 1.000e-03, eta: 13:44:25, time: 0.773, data_time: 0.007, memory: 3025, loss_cls: 2.2000, loss: 2.2000, grad_norm: 3.7076 2020-10-16 00:54:13,778 - mmaction - INFO - Epoch [71][340/1743] lr: 1.000e-03, eta: 13:44:05, time: 0.805, data_time: 0.003, memory: 3025, loss_cls: 2.1684, loss: 2.1684, grad_norm: 3.7063 2020-10-16 00:54:28,966 - mmaction - INFO - Epoch [71][360/1743] lr: 1.000e-03, eta: 13:43:44, time: 0.764, data_time: 0.011, memory: 3025, loss_cls: 2.1684, loss: 2.1684, grad_norm: 3.6815 2020-10-16 00:54:44,621 - mmaction - INFO - Epoch [71][380/1743] lr: 1.000e-03, eta: 13:43:24, time: 0.777, data_time: 0.011, memory: 3025, loss_cls: 2.1772, loss: 2.1772, grad_norm: 3.6768 2020-10-16 00:55:00,906 - mmaction - INFO - Epoch [71][400/1743] lr: 1.000e-03, eta: 13:43:03, time: 0.823, data_time: 0.012, memory: 3025, loss_cls: 2.2124, loss: 2.2124, grad_norm: 3.7400 2020-10-16 00:55:17,377 - mmaction - INFO - Epoch [71][420/1743] lr: 1.000e-03, eta: 13:42:43, time: 0.821, data_time: 0.003, memory: 3025, loss_cls: 2.2021, loss: 2.2021, grad_norm: 3.7234 2020-10-16 00:55:34,505 - mmaction - INFO - Epoch [71][440/1743] lr: 1.000e-03, eta: 13:42:23, time: 0.855, data_time: 0.007, memory: 3025, loss_cls: 2.1690, loss: 2.1690, grad_norm: 3.7438 2020-10-16 00:55:50,917 - mmaction - INFO - Epoch [71][460/1743] lr: 1.000e-03, eta: 13:42:03, time: 0.826, data_time: 0.009, memory: 3025, loss_cls: 2.1835, loss: 2.1835, grad_norm: 3.7214 2020-10-16 00:56:07,328 - mmaction - INFO - Epoch [71][480/1743] lr: 1.000e-03, eta: 13:41:43, time: 0.820, data_time: 0.004, memory: 3025, loss_cls: 2.1728, loss: 2.1728, grad_norm: 3.7192 2020-10-16 00:56:24,437 - mmaction - INFO - Epoch [71][500/1743] lr: 1.000e-03, eta: 13:41:23, time: 0.856, data_time: 0.003, memory: 3025, loss_cls: 2.1340, loss: 2.1340, grad_norm: 3.6398 2020-10-16 00:56:40,489 - mmaction - INFO - Epoch [71][520/1743] lr: 1.000e-03, eta: 13:41:03, time: 0.801, data_time: 0.003, memory: 3025, loss_cls: 2.1457, loss: 2.1457, grad_norm: 3.6594 2020-10-16 00:56:56,159 - mmaction - INFO - Epoch [71][540/1743] lr: 1.000e-03, eta: 13:40:43, time: 0.783, data_time: 0.004, memory: 3025, loss_cls: 2.1256, loss: 2.1256, grad_norm: 3.6604 2020-10-16 00:57:12,449 - mmaction - INFO - Epoch [71][560/1743] lr: 1.000e-03, eta: 13:40:22, time: 0.818, data_time: 0.004, memory: 3025, loss_cls: 2.1715, loss: 2.1715, grad_norm: 3.6849 2020-10-16 00:57:28,473 - mmaction - INFO - Epoch [71][580/1743] lr: 1.000e-03, eta: 13:40:02, time: 0.794, data_time: 0.002, memory: 3025, loss_cls: 2.2108, loss: 2.2108, grad_norm: 3.7742 2020-10-16 00:57:43,701 - mmaction - INFO - Epoch [71][600/1743] lr: 1.000e-03, eta: 13:39:41, time: 0.762, data_time: 0.009, memory: 3025, loss_cls: 2.2212, loss: 2.2212, grad_norm: 3.7180 2020-10-16 00:57:58,960 - mmaction - INFO - Epoch [71][620/1743] lr: 1.000e-03, eta: 13:39:21, time: 0.768, data_time: 0.008, memory: 3025, loss_cls: 2.1981, loss: 2.1981, grad_norm: 3.7438 2020-10-16 00:58:15,359 - mmaction - INFO - Epoch [71][640/1743] lr: 1.000e-03, eta: 13:39:01, time: 0.819, data_time: 0.003, memory: 3025, loss_cls: 2.1908, loss: 2.1908, grad_norm: 3.7392 2020-10-16 00:58:31,133 - mmaction - INFO - Epoch [71][660/1743] lr: 1.000e-03, eta: 13:38:40, time: 0.789, data_time: 0.009, memory: 3025, loss_cls: 2.2080, loss: 2.2080, grad_norm: 3.7134 2020-10-16 00:58:46,858 - mmaction - INFO - Epoch [71][680/1743] lr: 1.000e-03, eta: 13:38:20, time: 0.783, data_time: 0.004, memory: 3025, loss_cls: 2.1839, loss: 2.1839, grad_norm: 3.6960 2020-10-16 00:59:02,762 - mmaction - INFO - Epoch [71][700/1743] lr: 1.000e-03, eta: 13:38:00, time: 0.797, data_time: 0.006, memory: 3025, loss_cls: 2.2027, loss: 2.2027, grad_norm: 3.7403 2020-10-16 00:59:19,007 - mmaction - INFO - Epoch [71][720/1743] lr: 1.000e-03, eta: 13:37:39, time: 0.814, data_time: 0.004, memory: 3025, loss_cls: 2.1856, loss: 2.1856, grad_norm: 3.7158 2020-10-16 00:59:35,417 - mmaction - INFO - Epoch [71][740/1743] lr: 1.000e-03, eta: 13:37:19, time: 0.819, data_time: 0.003, memory: 3025, loss_cls: 2.1891, loss: 2.1891, grad_norm: 3.7267 2020-10-16 00:59:51,901 - mmaction - INFO - Epoch [71][760/1743] lr: 1.000e-03, eta: 13:36:59, time: 0.824, data_time: 0.006, memory: 3025, loss_cls: 2.1830, loss: 2.1830, grad_norm: 3.8511 2020-10-16 01:00:07,292 - mmaction - INFO - Epoch [71][780/1743] lr: 1.000e-03, eta: 13:36:39, time: 0.770, data_time: 0.003, memory: 3025, loss_cls: 2.1717, loss: 2.1717, grad_norm: 3.7995 2020-10-16 01:00:22,540 - mmaction - INFO - Epoch [71][800/1743] lr: 1.000e-03, eta: 13:36:18, time: 0.761, data_time: 0.003, memory: 3025, loss_cls: 2.1591, loss: 2.1591, grad_norm: 3.7155 2020-10-16 01:00:39,178 - mmaction - INFO - Epoch [71][820/1743] lr: 1.000e-03, eta: 13:35:58, time: 0.834, data_time: 0.009, memory: 3025, loss_cls: 2.1739, loss: 2.1739, grad_norm: 3.7086 2020-10-16 01:00:55,755 - mmaction - INFO - Epoch [71][840/1743] lr: 1.000e-03, eta: 13:35:38, time: 0.829, data_time: 0.004, memory: 3025, loss_cls: 2.1706, loss: 2.1706, grad_norm: 3.7175 2020-10-16 01:01:12,485 - mmaction - INFO - Epoch [71][860/1743] lr: 1.000e-03, eta: 13:35:18, time: 0.837, data_time: 0.007, memory: 3025, loss_cls: 2.1514, loss: 2.1514, grad_norm: 3.6608 2020-10-16 01:01:29,467 - mmaction - INFO - Epoch [71][880/1743] lr: 1.000e-03, eta: 13:34:58, time: 0.847, data_time: 0.007, memory: 3025, loss_cls: 2.1859, loss: 2.1859, grad_norm: 3.7486 2020-10-16 01:01:45,623 - mmaction - INFO - Epoch [71][900/1743] lr: 1.000e-03, eta: 13:34:38, time: 0.807, data_time: 0.010, memory: 3025, loss_cls: 2.1988, loss: 2.1988, grad_norm: 3.7133 2020-10-16 01:02:01,932 - mmaction - INFO - Epoch [71][920/1743] lr: 1.000e-03, eta: 13:34:18, time: 0.810, data_time: 0.006, memory: 3025, loss_cls: 2.1995, loss: 2.1995, grad_norm: 3.8197 2020-10-16 01:02:18,132 - mmaction - INFO - Epoch [71][940/1743] lr: 1.000e-03, eta: 13:33:57, time: 0.812, data_time: 0.013, memory: 3025, loss_cls: 2.1433, loss: 2.1433, grad_norm: 3.6613 2020-10-16 01:02:34,561 - mmaction - INFO - Epoch [71][960/1743] lr: 1.000e-03, eta: 13:33:37, time: 0.826, data_time: 0.009, memory: 3025, loss_cls: 2.1895, loss: 2.1895, grad_norm: 3.6954 2020-10-16 01:02:51,305 - mmaction - INFO - Epoch [71][980/1743] lr: 1.000e-03, eta: 13:33:17, time: 0.835, data_time: 0.004, memory: 3025, loss_cls: 2.1658, loss: 2.1658, grad_norm: 3.7370 2020-10-16 01:03:07,736 - mmaction - INFO - Epoch [71][1000/1743] lr: 1.000e-03, eta: 13:32:57, time: 0.824, data_time: 0.034, memory: 3025, loss_cls: 2.1861, loss: 2.1861, grad_norm: 3.7275 2020-10-16 01:03:23,858 - mmaction - INFO - Epoch [71][1020/1743] lr: 1.000e-03, eta: 13:32:37, time: 0.805, data_time: 0.011, memory: 3025, loss_cls: 2.1606, loss: 2.1606, grad_norm: 3.6387 2020-10-16 01:03:39,530 - mmaction - INFO - Epoch [71][1040/1743] lr: 1.000e-03, eta: 13:32:17, time: 0.785, data_time: 0.006, memory: 3025, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.6905 2020-10-16 01:03:55,854 - mmaction - INFO - Epoch [71][1060/1743] lr: 1.000e-03, eta: 13:31:57, time: 0.820, data_time: 0.006, memory: 3025, loss_cls: 2.1626, loss: 2.1626, grad_norm: 3.7758 2020-10-16 01:04:12,118 - mmaction - INFO - Epoch [71][1080/1743] lr: 1.000e-03, eta: 13:31:36, time: 0.810, data_time: 0.007, memory: 3025, loss_cls: 2.1865, loss: 2.1865, grad_norm: 3.7330 2020-10-16 01:04:27,795 - mmaction - INFO - Epoch [71][1100/1743] lr: 1.000e-03, eta: 13:31:16, time: 0.786, data_time: 0.005, memory: 3025, loss_cls: 2.1761, loss: 2.1761, grad_norm: 3.7504 2020-10-16 01:04:44,086 - mmaction - INFO - Epoch [71][1120/1743] lr: 1.000e-03, eta: 13:30:56, time: 0.812, data_time: 0.003, memory: 3025, loss_cls: 2.1940, loss: 2.1940, grad_norm: 3.7464 2020-10-16 01:05:00,851 - mmaction - INFO - Epoch [71][1140/1743] lr: 1.000e-03, eta: 13:30:36, time: 0.838, data_time: 0.009, memory: 3025, loss_cls: 2.1633, loss: 2.1633, grad_norm: 3.7244 2020-10-16 01:05:17,161 - mmaction - INFO - Epoch [71][1160/1743] lr: 1.000e-03, eta: 13:30:16, time: 0.817, data_time: 0.005, memory: 3025, loss_cls: 2.2009, loss: 2.2009, grad_norm: 3.7144 2020-10-16 01:05:32,915 - mmaction - INFO - Epoch [71][1180/1743] lr: 1.000e-03, eta: 13:29:55, time: 0.789, data_time: 0.007, memory: 3025, loss_cls: 2.1744, loss: 2.1744, grad_norm: 3.7162 2020-10-16 01:05:48,219 - mmaction - INFO - Epoch [71][1200/1743] lr: 1.000e-03, eta: 13:29:35, time: 0.763, data_time: 0.005, memory: 3025, loss_cls: 2.2328, loss: 2.2328, grad_norm: 3.8325 2020-10-16 01:06:04,817 - mmaction - INFO - Epoch [71][1220/1743] lr: 1.000e-03, eta: 13:29:15, time: 0.825, data_time: 0.007, memory: 3025, loss_cls: 2.1946, loss: 2.1946, grad_norm: 3.7857 2020-10-16 01:06:20,584 - mmaction - INFO - Epoch [71][1240/1743] lr: 1.000e-03, eta: 13:28:54, time: 0.794, data_time: 0.012, memory: 3025, loss_cls: 2.2201, loss: 2.2201, grad_norm: 3.7249 2020-10-16 01:06:36,173 - mmaction - INFO - Epoch [71][1260/1743] lr: 1.000e-03, eta: 13:28:34, time: 0.779, data_time: 0.007, memory: 3025, loss_cls: 2.1930, loss: 2.1930, grad_norm: 3.7340 2020-10-16 01:06:52,258 - mmaction - INFO - Epoch [71][1280/1743] lr: 1.000e-03, eta: 13:28:14, time: 0.803, data_time: 0.006, memory: 3025, loss_cls: 2.1950, loss: 2.1950, grad_norm: 3.7142 2020-10-16 01:07:08,476 - mmaction - INFO - Epoch [71][1300/1743] lr: 1.000e-03, eta: 13:27:54, time: 0.812, data_time: 0.007, memory: 3025, loss_cls: 2.1702, loss: 2.1702, grad_norm: 3.6566 2020-10-16 01:07:24,820 - mmaction - INFO - Epoch [71][1320/1743] lr: 1.000e-03, eta: 13:27:33, time: 0.818, data_time: 0.009, memory: 3025, loss_cls: 2.1968, loss: 2.1968, grad_norm: 3.7884 2020-10-16 01:07:41,036 - mmaction - INFO - Epoch [71][1340/1743] lr: 1.000e-03, eta: 13:27:13, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.1671, loss: 2.1671, grad_norm: 3.7388 2020-10-16 01:07:57,021 - mmaction - INFO - Epoch [71][1360/1743] lr: 1.000e-03, eta: 13:26:53, time: 0.792, data_time: 0.004, memory: 3025, loss_cls: 2.1979, loss: 2.1979, grad_norm: 3.7940 2020-10-16 01:08:12,926 - mmaction - INFO - Epoch [71][1380/1743] lr: 1.000e-03, eta: 13:26:33, time: 0.799, data_time: 0.009, memory: 3025, loss_cls: 2.1820, loss: 2.1820, grad_norm: 3.7593 2020-10-16 01:08:29,270 - mmaction - INFO - Epoch [71][1400/1743] lr: 1.000e-03, eta: 13:26:13, time: 0.818, data_time: 0.010, memory: 3025, loss_cls: 2.1866, loss: 2.1866, grad_norm: 3.7787 2020-10-16 01:08:46,399 - mmaction - INFO - Epoch [71][1420/1743] lr: 1.000e-03, eta: 13:25:53, time: 0.850, data_time: 0.004, memory: 3025, loss_cls: 2.1485, loss: 2.1485, grad_norm: 3.7162 2020-10-16 01:09:02,142 - mmaction - INFO - Epoch [71][1440/1743] lr: 1.000e-03, eta: 13:25:32, time: 0.791, data_time: 0.012, memory: 3025, loss_cls: 2.1759, loss: 2.1759, grad_norm: 3.7654 2020-10-16 01:09:18,128 - mmaction - INFO - Epoch [71][1460/1743] lr: 1.000e-03, eta: 13:25:12, time: 0.797, data_time: 0.006, memory: 3025, loss_cls: 2.2163, loss: 2.2163, grad_norm: 3.7795 2020-10-16 01:09:33,760 - mmaction - INFO - Epoch [71][1480/1743] lr: 1.000e-03, eta: 13:24:52, time: 0.788, data_time: 0.009, memory: 3025, loss_cls: 2.2241, loss: 2.2241, grad_norm: 3.7808 2020-10-16 01:09:49,945 - mmaction - INFO - Epoch [71][1500/1743] lr: 1.000e-03, eta: 13:24:32, time: 0.809, data_time: 0.002, memory: 3025, loss_cls: 2.1814, loss: 2.1814, grad_norm: 3.7225 2020-10-16 01:10:05,900 - mmaction - INFO - Epoch [71][1520/1743] lr: 1.000e-03, eta: 13:24:11, time: 0.796, data_time: 0.004, memory: 3025, loss_cls: 2.1922, loss: 2.1922, grad_norm: 3.7726 2020-10-16 01:10:21,609 - mmaction - INFO - Epoch [71][1540/1743] lr: 1.000e-03, eta: 13:23:51, time: 0.785, data_time: 0.003, memory: 3025, loss_cls: 2.1836, loss: 2.1836, grad_norm: 3.7508 2020-10-16 01:10:38,185 - mmaction - INFO - Epoch [71][1560/1743] lr: 1.000e-03, eta: 13:23:31, time: 0.831, data_time: 0.005, memory: 3025, loss_cls: 2.1793, loss: 2.1793, grad_norm: 3.7154 2020-10-16 01:10:54,527 - mmaction - INFO - Epoch [71][1580/1743] lr: 1.000e-03, eta: 13:23:11, time: 0.811, data_time: 0.002, memory: 3025, loss_cls: 2.1830, loss: 2.1830, grad_norm: 3.7296 2020-10-16 01:11:09,872 - mmaction - INFO - Epoch [71][1600/1743] lr: 1.000e-03, eta: 13:22:50, time: 0.772, data_time: 0.010, memory: 3025, loss_cls: 2.1608, loss: 2.1608, grad_norm: 3.7841 2020-10-16 01:11:26,016 - mmaction - INFO - Epoch [71][1620/1743] lr: 1.000e-03, eta: 13:22:30, time: 0.806, data_time: 0.004, memory: 3025, loss_cls: 2.2003, loss: 2.2003, grad_norm: 3.7824 2020-10-16 01:11:41,821 - mmaction - INFO - Epoch [71][1640/1743] lr: 1.000e-03, eta: 13:22:10, time: 0.792, data_time: 0.006, memory: 3025, loss_cls: 2.1767, loss: 2.1767, grad_norm: 3.7301 2020-10-16 01:11:57,882 - mmaction - INFO - Epoch [71][1660/1743] lr: 1.000e-03, eta: 13:21:50, time: 0.802, data_time: 0.004, memory: 3025, loss_cls: 2.1815, loss: 2.1815, grad_norm: 3.7903 2020-10-16 01:12:14,162 - mmaction - INFO - Epoch [71][1680/1743] lr: 1.000e-03, eta: 13:21:30, time: 0.810, data_time: 0.006, memory: 3025, loss_cls: 2.1652, loss: 2.1652, grad_norm: 3.7880 2020-10-16 01:12:29,820 - mmaction - INFO - Epoch [71][1700/1743] lr: 1.000e-03, eta: 13:21:09, time: 0.787, data_time: 0.008, memory: 3025, loss_cls: 2.1706, loss: 2.1706, grad_norm: 3.7043 2020-10-16 01:12:45,528 - mmaction - INFO - Epoch [71][1720/1743] lr: 1.000e-03, eta: 13:20:49, time: 0.786, data_time: 0.004, memory: 3025, loss_cls: 2.1644, loss: 2.1644, grad_norm: 3.7596 2020-10-16 01:13:01,754 - mmaction - INFO - Epoch [71][1740/1743] lr: 1.000e-03, eta: 13:20:29, time: 0.811, data_time: 0.004, memory: 3025, loss_cls: 2.1887, loss: 2.1887, grad_norm: 3.7373 2020-10-16 01:13:45,323 - mmaction - INFO - Epoch [72][20/1743] lr: 1.000e-03, eta: 13:20:14, time: 1.917, data_time: 1.076, memory: 3025, loss_cls: 2.2062, loss: 2.2062, grad_norm: 3.6981 2020-10-16 01:14:02,503 - mmaction - INFO - Epoch [72][40/1743] lr: 1.000e-03, eta: 13:19:54, time: 0.857, data_time: 0.006, memory: 3025, loss_cls: 2.1785, loss: 2.1785, grad_norm: 3.6766 2020-10-16 01:14:18,459 - mmaction - INFO - Epoch [72][60/1743] lr: 1.000e-03, eta: 13:19:34, time: 0.796, data_time: 0.008, memory: 3025, loss_cls: 2.1966, loss: 2.1966, grad_norm: 3.7005 2020-10-16 01:14:34,514 - mmaction - INFO - Epoch [72][80/1743] lr: 1.000e-03, eta: 13:19:13, time: 0.809, data_time: 0.009, memory: 3025, loss_cls: 2.1626, loss: 2.1626, grad_norm: 3.7951 2020-10-16 01:14:50,898 - mmaction - INFO - Epoch [72][100/1743] lr: 1.000e-03, eta: 13:18:53, time: 0.818, data_time: 0.006, memory: 3025, loss_cls: 2.1702, loss: 2.1702, grad_norm: 3.7398 2020-10-16 01:15:06,868 - mmaction - INFO - Epoch [72][120/1743] lr: 1.000e-03, eta: 13:18:33, time: 0.798, data_time: 0.004, memory: 3025, loss_cls: 2.1703, loss: 2.1703, grad_norm: 3.7291 2020-10-16 01:15:22,377 - mmaction - INFO - Epoch [72][140/1743] lr: 1.000e-03, eta: 13:18:13, time: 0.774, data_time: 0.005, memory: 3025, loss_cls: 2.1676, loss: 2.1676, grad_norm: 3.7325 2020-10-16 01:15:38,804 - mmaction - INFO - Epoch [72][160/1743] lr: 1.000e-03, eta: 13:17:53, time: 0.819, data_time: 0.007, memory: 3025, loss_cls: 2.1713, loss: 2.1713, grad_norm: 3.6950 2020-10-16 01:15:54,294 - mmaction - INFO - Epoch [72][180/1743] lr: 1.000e-03, eta: 13:17:32, time: 0.774, data_time: 0.011, memory: 3025, loss_cls: 2.1348, loss: 2.1348, grad_norm: 3.6680 2020-10-16 01:16:09,813 - mmaction - INFO - Epoch [72][200/1743] lr: 1.000e-03, eta: 13:17:12, time: 0.780, data_time: 0.009, memory: 3025, loss_cls: 2.1633, loss: 2.1633, grad_norm: 3.6873 2020-10-16 01:16:25,942 - mmaction - INFO - Epoch [72][220/1743] lr: 1.000e-03, eta: 13:16:52, time: 0.808, data_time: 0.005, memory: 3025, loss_cls: 2.1797, loss: 2.1797, grad_norm: 3.7244 2020-10-16 01:16:42,791 - mmaction - INFO - Epoch [72][240/1743] lr: 1.000e-03, eta: 13:16:32, time: 0.840, data_time: 0.004, memory: 3025, loss_cls: 2.1887, loss: 2.1887, grad_norm: 3.7381 2020-10-16 01:16:58,815 - mmaction - INFO - Epoch [72][260/1743] lr: 1.000e-03, eta: 13:16:11, time: 0.799, data_time: 0.006, memory: 3025, loss_cls: 2.2001, loss: 2.2001, grad_norm: 3.7802 2020-10-16 01:17:14,393 - mmaction - INFO - Epoch [72][280/1743] lr: 1.000e-03, eta: 13:15:51, time: 0.785, data_time: 0.008, memory: 3025, loss_cls: 2.1997, loss: 2.1997, grad_norm: 3.7920 2020-10-16 01:17:30,639 - mmaction - INFO - Epoch [72][300/1743] lr: 1.000e-03, eta: 13:15:31, time: 0.807, data_time: 0.003, memory: 3025, loss_cls: 2.1390, loss: 2.1390, grad_norm: 3.7259 2020-10-16 01:17:46,687 - mmaction - INFO - Epoch [72][320/1743] lr: 1.000e-03, eta: 13:15:11, time: 0.804, data_time: 0.008, memory: 3025, loss_cls: 2.1561, loss: 2.1561, grad_norm: 3.7174 2020-10-16 01:18:02,475 - mmaction - INFO - Epoch [72][340/1743] lr: 1.000e-03, eta: 13:14:50, time: 0.785, data_time: 0.005, memory: 3025, loss_cls: 2.1703, loss: 2.1703, grad_norm: 3.7629 2020-10-16 01:18:18,135 - mmaction - INFO - Epoch [72][360/1743] lr: 1.000e-03, eta: 13:14:30, time: 0.788, data_time: 0.019, memory: 3025, loss_cls: 2.1396, loss: 2.1396, grad_norm: 3.7069 2020-10-16 01:18:33,638 - mmaction - INFO - Epoch [72][380/1743] lr: 1.000e-03, eta: 13:14:10, time: 0.777, data_time: 0.005, memory: 3025, loss_cls: 2.1701, loss: 2.1701, grad_norm: 3.7667 2020-10-16 01:18:48,943 - mmaction - INFO - Epoch [72][400/1743] lr: 1.000e-03, eta: 13:13:49, time: 0.764, data_time: 0.003, memory: 3025, loss_cls: 2.1711, loss: 2.1711, grad_norm: 3.8160 2020-10-16 01:19:04,872 - mmaction - INFO - Epoch [72][420/1743] lr: 1.000e-03, eta: 13:13:29, time: 0.798, data_time: 0.003, memory: 3025, loss_cls: 2.1808, loss: 2.1808, grad_norm: 3.7849 2020-10-16 01:19:21,233 - mmaction - INFO - Epoch [72][440/1743] lr: 1.000e-03, eta: 13:13:09, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.1912, loss: 2.1912, grad_norm: 3.7752 2020-10-16 01:19:37,368 - mmaction - INFO - Epoch [72][460/1743] lr: 1.000e-03, eta: 13:12:49, time: 0.806, data_time: 0.006, memory: 3025, loss_cls: 2.1741, loss: 2.1741, grad_norm: 3.7604 2020-10-16 01:19:53,505 - mmaction - INFO - Epoch [72][480/1743] lr: 1.000e-03, eta: 13:12:29, time: 0.807, data_time: 0.005, memory: 3025, loss_cls: 2.1852, loss: 2.1852, grad_norm: 3.7582 2020-10-16 01:20:09,768 - mmaction - INFO - Epoch [72][500/1743] lr: 1.000e-03, eta: 13:12:09, time: 0.810, data_time: 0.006, memory: 3025, loss_cls: 2.1593, loss: 2.1593, grad_norm: 3.7216 2020-10-16 01:20:25,695 - mmaction - INFO - Epoch [72][520/1743] lr: 1.000e-03, eta: 13:11:48, time: 0.796, data_time: 0.010, memory: 3025, loss_cls: 2.2001, loss: 2.2001, grad_norm: 3.6943 2020-10-16 01:20:41,257 - mmaction - INFO - Epoch [72][540/1743] lr: 1.000e-03, eta: 13:11:28, time: 0.780, data_time: 0.010, memory: 3025, loss_cls: 2.2175, loss: 2.2175, grad_norm: 3.7952 2020-10-16 01:20:56,404 - mmaction - INFO - Epoch [72][560/1743] lr: 1.000e-03, eta: 13:11:07, time: 0.762, data_time: 0.007, memory: 3025, loss_cls: 2.2071, loss: 2.2071, grad_norm: 3.8188 2020-10-16 01:21:12,460 - mmaction - INFO - Epoch [72][580/1743] lr: 1.000e-03, eta: 13:10:47, time: 0.801, data_time: 0.003, memory: 3025, loss_cls: 2.2086, loss: 2.2086, grad_norm: 3.7922 2020-10-16 01:21:27,967 - mmaction - INFO - Epoch [72][600/1743] lr: 1.000e-03, eta: 13:10:27, time: 0.776, data_time: 0.004, memory: 3025, loss_cls: 2.1556, loss: 2.1556, grad_norm: 3.7298 2020-10-16 01:21:44,741 - mmaction - INFO - Epoch [72][620/1743] lr: 1.000e-03, eta: 13:10:07, time: 0.840, data_time: 0.006, memory: 3025, loss_cls: 2.1774, loss: 2.1774, grad_norm: 3.7785 2020-10-16 01:22:01,083 - mmaction - INFO - Epoch [72][640/1743] lr: 1.000e-03, eta: 13:09:47, time: 0.816, data_time: 0.003, memory: 3025, loss_cls: 2.2055, loss: 2.2055, grad_norm: 3.8203 2020-10-16 01:22:17,552 - mmaction - INFO - Epoch [72][660/1743] lr: 1.000e-03, eta: 13:09:27, time: 0.824, data_time: 0.005, memory: 3025, loss_cls: 2.1644, loss: 2.1644, grad_norm: 3.7565 2020-10-16 01:22:33,395 - mmaction - INFO - Epoch [72][680/1743] lr: 1.000e-03, eta: 13:09:07, time: 0.792, data_time: 0.005, memory: 3025, loss_cls: 2.2102, loss: 2.2102, grad_norm: 3.7691 2020-10-16 01:22:49,266 - mmaction - INFO - Epoch [72][700/1743] lr: 1.000e-03, eta: 13:08:46, time: 0.790, data_time: 0.006, memory: 3025, loss_cls: 2.1607, loss: 2.1607, grad_norm: 3.6692 2020-10-16 01:23:05,538 - mmaction - INFO - Epoch [72][720/1743] lr: 1.000e-03, eta: 13:08:26, time: 0.819, data_time: 0.011, memory: 3025, loss_cls: 2.1587, loss: 2.1587, grad_norm: 3.7240 2020-10-16 01:23:21,472 - mmaction - INFO - Epoch [72][740/1743] lr: 1.000e-03, eta: 13:08:06, time: 0.795, data_time: 0.002, memory: 3025, loss_cls: 2.1793, loss: 2.1793, grad_norm: 3.7052 2020-10-16 01:23:37,814 - mmaction - INFO - Epoch [72][760/1743] lr: 1.000e-03, eta: 13:07:46, time: 0.817, data_time: 0.004, memory: 3025, loss_cls: 2.1924, loss: 2.1924, grad_norm: 3.7095 2020-10-16 01:23:54,084 - mmaction - INFO - Epoch [72][780/1743] lr: 1.000e-03, eta: 13:07:26, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.1737, loss: 2.1737, grad_norm: 3.7279 2020-10-16 01:24:10,303 - mmaction - INFO - Epoch [72][800/1743] lr: 1.000e-03, eta: 13:07:06, time: 0.807, data_time: 0.005, memory: 3025, loss_cls: 2.1986, loss: 2.1986, grad_norm: 3.7512 2020-10-16 01:24:25,668 - mmaction - INFO - Epoch [72][820/1743] lr: 1.000e-03, eta: 13:06:45, time: 0.762, data_time: 0.008, memory: 3025, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.7512 2020-10-16 01:24:42,136 - mmaction - INFO - Epoch [72][840/1743] lr: 1.000e-03, eta: 13:06:26, time: 0.836, data_time: 0.014, memory: 3025, loss_cls: 2.2003, loss: 2.2003, grad_norm: 3.7488 2020-10-16 01:24:57,663 - mmaction - INFO - Epoch [72][860/1743] lr: 1.000e-03, eta: 13:06:05, time: 0.770, data_time: 0.003, memory: 3025, loss_cls: 2.1762, loss: 2.1762, grad_norm: 3.7469 2020-10-16 01:25:14,157 - mmaction - INFO - Epoch [72][880/1743] lr: 1.000e-03, eta: 13:05:45, time: 0.829, data_time: 0.010, memory: 3025, loss_cls: 2.2317, loss: 2.2317, grad_norm: 3.8164 2020-10-16 01:25:29,927 - mmaction - INFO - Epoch [72][900/1743] lr: 1.000e-03, eta: 13:05:25, time: 0.782, data_time: 0.006, memory: 3025, loss_cls: 2.1792, loss: 2.1792, grad_norm: 3.6799 2020-10-16 01:25:46,131 - mmaction - INFO - Epoch [72][920/1743] lr: 1.000e-03, eta: 13:05:05, time: 0.819, data_time: 0.011, memory: 3025, loss_cls: 2.1407, loss: 2.1407, grad_norm: 3.7105 2020-10-16 01:26:02,707 - mmaction - INFO - Epoch [72][940/1743] lr: 1.000e-03, eta: 13:04:45, time: 0.821, data_time: 0.002, memory: 3025, loss_cls: 2.2008, loss: 2.2008, grad_norm: 3.7903 2020-10-16 01:26:19,332 - mmaction - INFO - Epoch [72][960/1743] lr: 1.000e-03, eta: 13:04:25, time: 0.838, data_time: 0.010, memory: 3025, loss_cls: 2.1648, loss: 2.1648, grad_norm: 3.7007 2020-10-16 01:26:35,792 - mmaction - INFO - Epoch [72][980/1743] lr: 1.000e-03, eta: 13:04:05, time: 0.808, data_time: 0.001, memory: 3025, loss_cls: 2.1640, loss: 2.1640, grad_norm: 3.7880 2020-10-16 01:26:52,394 - mmaction - INFO - Epoch [72][1000/1743] lr: 1.000e-03, eta: 13:03:45, time: 0.844, data_time: 0.020, memory: 3025, loss_cls: 2.2230, loss: 2.2230, grad_norm: 3.8987 2020-10-16 01:27:08,576 - mmaction - INFO - Epoch [72][1020/1743] lr: 1.000e-03, eta: 13:03:25, time: 0.803, data_time: 0.007, memory: 3025, loss_cls: 2.1443, loss: 2.1443, grad_norm: 3.7169 2020-10-16 01:27:24,707 - mmaction - INFO - Epoch [72][1040/1743] lr: 1.000e-03, eta: 13:03:05, time: 0.809, data_time: 0.010, memory: 3025, loss_cls: 2.1415, loss: 2.1415, grad_norm: 3.6837 2020-10-16 01:27:40,433 - mmaction - INFO - Epoch [72][1060/1743] lr: 1.000e-03, eta: 13:02:44, time: 0.781, data_time: 0.006, memory: 3025, loss_cls: 2.1624, loss: 2.1624, grad_norm: 3.7393 2020-10-16 01:27:56,664 - mmaction - INFO - Epoch [72][1080/1743] lr: 1.000e-03, eta: 13:02:24, time: 0.820, data_time: 0.011, memory: 3025, loss_cls: 2.1813, loss: 2.1813, grad_norm: 3.7431 2020-10-16 01:28:12,579 - mmaction - INFO - Epoch [72][1100/1743] lr: 1.000e-03, eta: 13:02:04, time: 0.793, data_time: 0.003, memory: 3025, loss_cls: 2.1654, loss: 2.1654, grad_norm: 3.7228 2020-10-16 01:28:28,733 - mmaction - INFO - Epoch [72][1120/1743] lr: 1.000e-03, eta: 13:01:44, time: 0.806, data_time: 0.005, memory: 3025, loss_cls: 2.1830, loss: 2.1830, grad_norm: 3.7974 2020-10-16 01:28:45,184 - mmaction - INFO - Epoch [72][1140/1743] lr: 1.000e-03, eta: 13:01:24, time: 0.817, data_time: 0.007, memory: 3025, loss_cls: 2.2037, loss: 2.2037, grad_norm: 3.7827 2020-10-16 01:29:01,397 - mmaction - INFO - Epoch [72][1160/1743] lr: 1.000e-03, eta: 13:01:04, time: 0.811, data_time: 0.013, memory: 3025, loss_cls: 2.1574, loss: 2.1574, grad_norm: 3.7457 2020-10-16 01:29:17,347 - mmaction - INFO - Epoch [72][1180/1743] lr: 1.000e-03, eta: 13:00:44, time: 0.801, data_time: 0.012, memory: 3025, loss_cls: 2.1797, loss: 2.1797, grad_norm: 3.7343 2020-10-16 01:29:33,689 - mmaction - INFO - Epoch [72][1200/1743] lr: 1.000e-03, eta: 13:00:24, time: 0.822, data_time: 0.013, memory: 3025, loss_cls: 2.1742, loss: 2.1742, grad_norm: 3.7173 2020-10-16 01:29:49,367 - mmaction - INFO - Epoch [72][1220/1743] lr: 1.000e-03, eta: 13:00:04, time: 0.777, data_time: 0.005, memory: 3025, loss_cls: 2.1845, loss: 2.1845, grad_norm: 3.7042 2020-10-16 01:30:06,163 - mmaction - INFO - Epoch [72][1240/1743] lr: 1.000e-03, eta: 12:59:44, time: 0.842, data_time: 0.012, memory: 3025, loss_cls: 2.1913, loss: 2.1913, grad_norm: 3.7916 2020-10-16 01:30:22,932 - mmaction - INFO - Epoch [72][1260/1743] lr: 1.000e-03, eta: 12:59:24, time: 0.843, data_time: 0.009, memory: 3025, loss_cls: 2.1527, loss: 2.1527, grad_norm: 3.7237 2020-10-16 01:30:39,372 - mmaction - INFO - Epoch [72][1280/1743] lr: 1.000e-03, eta: 12:59:04, time: 0.821, data_time: 0.003, memory: 3025, loss_cls: 2.1923, loss: 2.1923, grad_norm: 3.7526 2020-10-16 01:30:55,617 - mmaction - INFO - Epoch [72][1300/1743] lr: 1.000e-03, eta: 12:58:44, time: 0.815, data_time: 0.005, memory: 3025, loss_cls: 2.1961, loss: 2.1961, grad_norm: 3.8324 2020-10-16 01:31:11,257 - mmaction - INFO - Epoch [72][1320/1743] lr: 1.000e-03, eta: 12:58:24, time: 0.777, data_time: 0.006, memory: 3025, loss_cls: 2.1523, loss: 2.1523, grad_norm: 3.7655 2020-10-16 01:31:27,086 - mmaction - INFO - Epoch [72][1340/1743] lr: 1.000e-03, eta: 12:58:03, time: 0.790, data_time: 0.008, memory: 3025, loss_cls: 2.1689, loss: 2.1689, grad_norm: 3.8007 2020-10-16 01:31:43,369 - mmaction - INFO - Epoch [72][1360/1743] lr: 1.000e-03, eta: 12:57:43, time: 0.819, data_time: 0.011, memory: 3025, loss_cls: 2.1950, loss: 2.1950, grad_norm: 3.7975 2020-10-16 01:31:59,136 - mmaction - INFO - Epoch [72][1380/1743] lr: 1.000e-03, eta: 12:57:23, time: 0.790, data_time: 0.005, memory: 3025, loss_cls: 2.1433, loss: 2.1433, grad_norm: 3.7350 2020-10-16 01:32:15,462 - mmaction - INFO - Epoch [72][1400/1743] lr: 1.000e-03, eta: 12:57:03, time: 0.816, data_time: 0.016, memory: 3025, loss_cls: 2.2207, loss: 2.2207, grad_norm: 3.8208 2020-10-16 01:32:31,667 - mmaction - INFO - Epoch [72][1420/1743] lr: 1.000e-03, eta: 12:56:43, time: 0.809, data_time: 0.002, memory: 3025, loss_cls: 2.1204, loss: 2.1204, grad_norm: 3.7114 2020-10-16 01:32:48,183 - mmaction - INFO - Epoch [72][1440/1743] lr: 1.000e-03, eta: 12:56:23, time: 0.827, data_time: 0.004, memory: 3025, loss_cls: 2.1939, loss: 2.1939, grad_norm: 3.7601 2020-10-16 01:33:04,516 - mmaction - INFO - Epoch [72][1460/1743] lr: 1.000e-03, eta: 12:56:03, time: 0.815, data_time: 0.005, memory: 3025, loss_cls: 2.1846, loss: 2.1846, grad_norm: 3.7379 2020-10-16 01:33:20,454 - mmaction - INFO - Epoch [72][1480/1743] lr: 1.000e-03, eta: 12:55:43, time: 0.794, data_time: 0.007, memory: 3025, loss_cls: 2.2499, loss: 2.2499, grad_norm: 3.8826 2020-10-16 01:33:36,637 - mmaction - INFO - Epoch [72][1500/1743] lr: 1.000e-03, eta: 12:55:23, time: 0.806, data_time: 0.008, memory: 3025, loss_cls: 2.2065, loss: 2.2065, grad_norm: 3.7467 2020-10-16 01:33:51,787 - mmaction - INFO - Epoch [72][1520/1743] lr: 1.000e-03, eta: 12:55:02, time: 0.760, data_time: 0.013, memory: 3025, loss_cls: 2.1963, loss: 2.1963, grad_norm: 3.7957 2020-10-16 01:34:08,173 - mmaction - INFO - Epoch [72][1540/1743] lr: 1.000e-03, eta: 12:54:42, time: 0.817, data_time: 0.010, memory: 3025, loss_cls: 2.1726, loss: 2.1726, grad_norm: 3.7389 2020-10-16 01:34:24,219 - mmaction - INFO - Epoch [72][1560/1743] lr: 1.000e-03, eta: 12:54:22, time: 0.800, data_time: 0.012, memory: 3025, loss_cls: 2.2216, loss: 2.2216, grad_norm: 3.8544 2020-10-16 01:34:39,701 - mmaction - INFO - Epoch [72][1580/1743] lr: 1.000e-03, eta: 12:54:02, time: 0.784, data_time: 0.013, memory: 3025, loss_cls: 2.1797, loss: 2.1797, grad_norm: 3.7804 2020-10-16 01:34:55,720 - mmaction - INFO - Epoch [72][1600/1743] lr: 1.000e-03, eta: 12:53:42, time: 0.795, data_time: 0.004, memory: 3025, loss_cls: 2.1658, loss: 2.1658, grad_norm: 3.7724 2020-10-16 01:35:11,803 - mmaction - INFO - Epoch [72][1620/1743] lr: 1.000e-03, eta: 12:53:22, time: 0.810, data_time: 0.010, memory: 3025, loss_cls: 2.1923, loss: 2.1923, grad_norm: 3.7301 2020-10-16 01:35:28,082 - mmaction - INFO - Epoch [72][1640/1743] lr: 1.000e-03, eta: 12:53:02, time: 0.805, data_time: 0.004, memory: 3025, loss_cls: 2.1758, loss: 2.1758, grad_norm: 3.7833 2020-10-16 01:35:44,080 - mmaction - INFO - Epoch [72][1660/1743] lr: 1.000e-03, eta: 12:52:42, time: 0.807, data_time: 0.016, memory: 3025, loss_cls: 2.1748, loss: 2.1748, grad_norm: 3.7801 2020-10-16 01:36:00,555 - mmaction - INFO - Epoch [72][1680/1743] lr: 1.000e-03, eta: 12:52:22, time: 0.823, data_time: 0.007, memory: 3025, loss_cls: 2.1519, loss: 2.1519, grad_norm: 3.7579 2020-10-16 01:36:17,100 - mmaction - INFO - Epoch [72][1700/1743] lr: 1.000e-03, eta: 12:52:02, time: 0.831, data_time: 0.007, memory: 3025, loss_cls: 2.1479, loss: 2.1479, grad_norm: 3.7437 2020-10-16 01:36:33,103 - mmaction - INFO - Epoch [72][1720/1743] lr: 1.000e-03, eta: 12:51:42, time: 0.796, data_time: 0.002, memory: 3025, loss_cls: 2.1786, loss: 2.1786, grad_norm: 3.8064 2020-10-16 01:36:49,125 - mmaction - INFO - Epoch [72][1740/1743] lr: 1.000e-03, eta: 12:51:22, time: 0.803, data_time: 0.006, memory: 3025, loss_cls: 2.1799, loss: 2.1799, grad_norm: 3.7946 2020-10-16 01:37:32,236 - mmaction - INFO - Epoch [73][20/1743] lr: 1.000e-03, eta: 12:51:06, time: 1.906, data_time: 1.102, memory: 3025, loss_cls: 2.1612, loss: 2.1612, grad_norm: 3.7196 2020-10-16 01:37:49,268 - mmaction - INFO - Epoch [73][40/1743] lr: 1.000e-03, eta: 12:50:46, time: 0.855, data_time: 0.011, memory: 3025, loss_cls: 2.1599, loss: 2.1599, grad_norm: 3.7476 2020-10-16 01:38:06,226 - mmaction - INFO - Epoch [73][60/1743] lr: 1.000e-03, eta: 12:50:27, time: 0.844, data_time: 0.004, memory: 3025, loss_cls: 2.1335, loss: 2.1335, grad_norm: 3.6967 2020-10-16 01:38:22,302 - mmaction - INFO - Epoch [73][80/1743] lr: 1.000e-03, eta: 12:50:07, time: 0.804, data_time: 0.008, memory: 3025, loss_cls: 2.1662, loss: 2.1662, grad_norm: 3.7147 2020-10-16 01:38:38,675 - mmaction - INFO - Epoch [73][100/1743] lr: 1.000e-03, eta: 12:49:47, time: 0.819, data_time: 0.009, memory: 3025, loss_cls: 2.1938, loss: 2.1938, grad_norm: 3.7043 2020-10-16 01:38:54,818 - mmaction - INFO - Epoch [73][120/1743] lr: 1.000e-03, eta: 12:49:27, time: 0.809, data_time: 0.009, memory: 3025, loss_cls: 2.1698, loss: 2.1698, grad_norm: 3.7480 2020-10-16 01:39:11,106 - mmaction - INFO - Epoch [73][140/1743] lr: 1.000e-03, eta: 12:49:07, time: 0.814, data_time: 0.008, memory: 3025, loss_cls: 2.1879, loss: 2.1879, grad_norm: 3.7920 2020-10-16 01:39:27,610 - mmaction - INFO - Epoch [73][160/1743] lr: 1.000e-03, eta: 12:48:47, time: 0.828, data_time: 0.009, memory: 3025, loss_cls: 2.1688, loss: 2.1688, grad_norm: 3.7807 2020-10-16 01:39:43,551 - mmaction - INFO - Epoch [73][180/1743] lr: 1.000e-03, eta: 12:48:26, time: 0.787, data_time: 0.004, memory: 3025, loss_cls: 2.1837, loss: 2.1837, grad_norm: 3.8095 2020-10-16 01:39:58,428 - mmaction - INFO - Epoch [73][200/1743] lr: 1.000e-03, eta: 12:48:06, time: 0.746, data_time: 0.016, memory: 3025, loss_cls: 2.1778, loss: 2.1778, grad_norm: 3.7521 2020-10-16 01:40:15,089 - mmaction - INFO - Epoch [73][220/1743] lr: 1.000e-03, eta: 12:47:46, time: 0.837, data_time: 0.012, memory: 3025, loss_cls: 2.1958, loss: 2.1958, grad_norm: 3.8041 2020-10-16 01:40:31,255 - mmaction - INFO - Epoch [73][240/1743] lr: 1.000e-03, eta: 12:47:26, time: 0.812, data_time: 0.009, memory: 3025, loss_cls: 2.1704, loss: 2.1704, grad_norm: 3.7362 2020-10-16 01:40:47,781 - mmaction - INFO - Epoch [73][260/1743] lr: 1.000e-03, eta: 12:47:06, time: 0.825, data_time: 0.003, memory: 3025, loss_cls: 2.1573, loss: 2.1573, grad_norm: 3.7692 2020-10-16 01:41:03,687 - mmaction - INFO - Epoch [73][280/1743] lr: 1.000e-03, eta: 12:46:46, time: 0.796, data_time: 0.004, memory: 3025, loss_cls: 2.1933, loss: 2.1933, grad_norm: 3.7426 2020-10-16 01:41:19,710 - mmaction - INFO - Epoch [73][300/1743] lr: 1.000e-03, eta: 12:46:26, time: 0.796, data_time: 0.004, memory: 3025, loss_cls: 2.1779, loss: 2.1779, grad_norm: 3.7137 2020-10-16 01:41:35,781 - mmaction - INFO - Epoch [73][320/1743] lr: 1.000e-03, eta: 12:46:06, time: 0.803, data_time: 0.010, memory: 3025, loss_cls: 2.1775, loss: 2.1775, grad_norm: 3.8844 2020-10-16 01:41:51,077 - mmaction - INFO - Epoch [73][340/1743] lr: 1.000e-03, eta: 12:45:45, time: 0.766, data_time: 0.009, memory: 3025, loss_cls: 2.1734, loss: 2.1734, grad_norm: 3.6710 2020-10-16 01:42:07,379 - mmaction - INFO - Epoch [73][360/1743] lr: 1.000e-03, eta: 12:45:25, time: 0.814, data_time: 0.008, memory: 3025, loss_cls: 2.1905, loss: 2.1905, grad_norm: 3.7623 2020-10-16 01:42:23,265 - mmaction - INFO - Epoch [73][380/1743] lr: 1.000e-03, eta: 12:45:05, time: 0.795, data_time: 0.007, memory: 3025, loss_cls: 2.1233, loss: 2.1233, grad_norm: 3.6784 2020-10-16 01:42:39,947 - mmaction - INFO - Epoch [73][400/1743] lr: 1.000e-03, eta: 12:44:46, time: 0.838, data_time: 0.009, memory: 3025, loss_cls: 2.1855, loss: 2.1855, grad_norm: 3.7836 2020-10-16 01:42:56,140 - mmaction - INFO - Epoch [73][420/1743] lr: 1.000e-03, eta: 12:44:25, time: 0.810, data_time: 0.002, memory: 3025, loss_cls: 2.1883, loss: 2.1883, grad_norm: 3.7927 2020-10-16 01:43:12,059 - mmaction - INFO - Epoch [73][440/1743] lr: 1.000e-03, eta: 12:44:05, time: 0.793, data_time: 0.003, memory: 3025, loss_cls: 2.1507, loss: 2.1507, grad_norm: 3.7633 2020-10-16 01:43:28,163 - mmaction - INFO - Epoch [73][460/1743] lr: 1.000e-03, eta: 12:43:45, time: 0.800, data_time: 0.006, memory: 3025, loss_cls: 2.1940, loss: 2.1940, grad_norm: 3.8115 2020-10-16 01:43:43,901 - mmaction - INFO - Epoch [73][480/1743] lr: 1.000e-03, eta: 12:43:25, time: 0.791, data_time: 0.013, memory: 3025, loss_cls: 2.1502, loss: 2.1502, grad_norm: 3.7620 2020-10-16 01:44:00,016 - mmaction - INFO - Epoch [73][500/1743] lr: 1.000e-03, eta: 12:43:05, time: 0.802, data_time: 0.009, memory: 3025, loss_cls: 2.1636, loss: 2.1636, grad_norm: 3.7986 2020-10-16 01:44:15,512 - mmaction - INFO - Epoch [73][520/1743] lr: 1.000e-03, eta: 12:42:45, time: 0.783, data_time: 0.011, memory: 3025, loss_cls: 2.1786, loss: 2.1786, grad_norm: 3.7525 2020-10-16 01:44:31,058 - mmaction - INFO - Epoch [73][540/1743] lr: 1.000e-03, eta: 12:42:25, time: 0.777, data_time: 0.002, memory: 3025, loss_cls: 2.2050, loss: 2.2050, grad_norm: 3.8294 2020-10-16 01:44:46,923 - mmaction - INFO - Epoch [73][560/1743] lr: 1.000e-03, eta: 12:42:04, time: 0.786, data_time: 0.002, memory: 3025, loss_cls: 2.1877, loss: 2.1877, grad_norm: 3.7413 2020-10-16 01:45:03,465 - mmaction - INFO - Epoch [73][580/1743] lr: 1.000e-03, eta: 12:41:44, time: 0.829, data_time: 0.014, memory: 3025, loss_cls: 2.1636, loss: 2.1636, grad_norm: 3.7390 2020-10-16 01:45:19,549 - mmaction - INFO - Epoch [73][600/1743] lr: 1.000e-03, eta: 12:41:24, time: 0.809, data_time: 0.009, memory: 3025, loss_cls: 2.1944, loss: 2.1944, grad_norm: 3.8286 2020-10-16 01:45:34,409 - mmaction - INFO - Epoch [73][620/1743] lr: 1.000e-03, eta: 12:41:04, time: 0.742, data_time: 0.003, memory: 3025, loss_cls: 2.1562, loss: 2.1562, grad_norm: 3.7069 2020-10-16 01:45:51,135 - mmaction - INFO - Epoch [73][640/1743] lr: 1.000e-03, eta: 12:40:44, time: 0.834, data_time: 0.004, memory: 3025, loss_cls: 2.1663, loss: 2.1663, grad_norm: 3.6863 2020-10-16 01:46:07,476 - mmaction - INFO - Epoch [73][660/1743] lr: 1.000e-03, eta: 12:40:24, time: 0.814, data_time: 0.008, memory: 3025, loss_cls: 2.2151, loss: 2.2151, grad_norm: 3.7625 2020-10-16 01:46:24,174 - mmaction - INFO - Epoch [73][680/1743] lr: 1.000e-03, eta: 12:40:04, time: 0.842, data_time: 0.010, memory: 3025, loss_cls: 2.1246, loss: 2.1246, grad_norm: 3.6716 2020-10-16 01:46:40,264 - mmaction - INFO - Epoch [73][700/1743] lr: 1.000e-03, eta: 12:39:44, time: 0.799, data_time: 0.002, memory: 3025, loss_cls: 2.1853, loss: 2.1853, grad_norm: 3.7240 2020-10-16 01:46:55,395 - mmaction - INFO - Epoch [73][720/1743] lr: 1.000e-03, eta: 12:39:24, time: 0.757, data_time: 0.010, memory: 3025, loss_cls: 2.1605, loss: 2.1605, grad_norm: 3.6748 2020-10-16 01:47:10,966 - mmaction - INFO - Epoch [73][740/1743] lr: 1.000e-03, eta: 12:39:04, time: 0.780, data_time: 0.009, memory: 3025, loss_cls: 2.2021, loss: 2.2021, grad_norm: 3.7095 2020-10-16 01:47:26,637 - mmaction - INFO - Epoch [73][760/1743] lr: 1.000e-03, eta: 12:38:43, time: 0.785, data_time: 0.007, memory: 3025, loss_cls: 2.1905, loss: 2.1905, grad_norm: 3.7183 2020-10-16 01:47:42,734 - mmaction - INFO - Epoch [73][780/1743] lr: 1.000e-03, eta: 12:38:23, time: 0.805, data_time: 0.007, memory: 3025, loss_cls: 2.2395, loss: 2.2395, grad_norm: 3.8915 2020-10-16 01:47:59,070 - mmaction - INFO - Epoch [73][800/1743] lr: 1.000e-03, eta: 12:38:03, time: 0.814, data_time: 0.004, memory: 3025, loss_cls: 2.1643, loss: 2.1643, grad_norm: 3.7415 2020-10-16 01:48:16,101 - mmaction - INFO - Epoch [73][820/1743] lr: 1.000e-03, eta: 12:37:44, time: 0.846, data_time: 0.006, memory: 3025, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.7580 2020-10-16 01:48:32,273 - mmaction - INFO - Epoch [73][840/1743] lr: 1.000e-03, eta: 12:37:24, time: 0.815, data_time: 0.014, memory: 3025, loss_cls: 2.1775, loss: 2.1775, grad_norm: 3.7725 2020-10-16 01:48:48,028 - mmaction - INFO - Epoch [73][860/1743] lr: 1.000e-03, eta: 12:37:04, time: 0.791, data_time: 0.007, memory: 3025, loss_cls: 2.1942, loss: 2.1942, grad_norm: 3.7768 2020-10-16 01:49:04,034 - mmaction - INFO - Epoch [73][880/1743] lr: 1.000e-03, eta: 12:36:44, time: 0.792, data_time: 0.003, memory: 3025, loss_cls: 2.1802, loss: 2.1802, grad_norm: 3.7639 2020-10-16 01:49:20,296 - mmaction - INFO - Epoch [73][900/1743] lr: 1.000e-03, eta: 12:36:24, time: 0.820, data_time: 0.012, memory: 3025, loss_cls: 2.1678, loss: 2.1678, grad_norm: 3.7997 2020-10-16 01:49:37,057 - mmaction - INFO - Epoch [73][920/1743] lr: 1.000e-03, eta: 12:36:04, time: 0.833, data_time: 0.005, memory: 3025, loss_cls: 2.1933, loss: 2.1933, grad_norm: 3.7536 2020-10-16 01:49:53,137 - mmaction - INFO - Epoch [73][940/1743] lr: 1.000e-03, eta: 12:35:44, time: 0.808, data_time: 0.009, memory: 3025, loss_cls: 2.1664, loss: 2.1664, grad_norm: 3.8491 2020-10-16 01:50:09,549 - mmaction - INFO - Epoch [73][960/1743] lr: 1.000e-03, eta: 12:35:24, time: 0.819, data_time: 0.007, memory: 3025, loss_cls: 2.1518, loss: 2.1518, grad_norm: 3.7009 2020-10-16 01:50:25,480 - mmaction - INFO - Epoch [73][980/1743] lr: 1.000e-03, eta: 12:35:04, time: 0.798, data_time: 0.008, memory: 3025, loss_cls: 2.1659, loss: 2.1659, grad_norm: 3.7900 2020-10-16 01:50:42,525 - mmaction - INFO - Epoch [73][1000/1743] lr: 1.000e-03, eta: 12:34:44, time: 0.853, data_time: 0.006, memory: 3025, loss_cls: 2.1417, loss: 2.1417, grad_norm: 3.7064 2020-10-16 01:50:58,498 - mmaction - INFO - Epoch [73][1020/1743] lr: 1.000e-03, eta: 12:34:24, time: 0.797, data_time: 0.004, memory: 3025, loss_cls: 2.1839, loss: 2.1839, grad_norm: 3.8003 2020-10-16 01:51:14,805 - mmaction - INFO - Epoch [73][1040/1743] lr: 1.000e-03, eta: 12:34:04, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.2211, loss: 2.2211, grad_norm: 3.8382 2020-10-16 01:51:30,791 - mmaction - INFO - Epoch [73][1060/1743] lr: 1.000e-03, eta: 12:33:44, time: 0.805, data_time: 0.011, memory: 3025, loss_cls: 2.1783, loss: 2.1783, grad_norm: 3.6811 2020-10-16 01:51:47,333 - mmaction - INFO - Epoch [73][1080/1743] lr: 1.000e-03, eta: 12:33:24, time: 0.823, data_time: 0.003, memory: 3025, loss_cls: 2.1846, loss: 2.1846, grad_norm: 3.7686 2020-10-16 01:52:03,578 - mmaction - INFO - Epoch [73][1100/1743] lr: 1.000e-03, eta: 12:33:04, time: 0.814, data_time: 0.007, memory: 3025, loss_cls: 2.1694, loss: 2.1694, grad_norm: 3.7644 2020-10-16 01:52:19,144 - mmaction - INFO - Epoch [73][1120/1743] lr: 1.000e-03, eta: 12:32:44, time: 0.780, data_time: 0.007, memory: 3025, loss_cls: 2.1621, loss: 2.1621, grad_norm: 3.7436 2020-10-16 01:52:35,507 - mmaction - INFO - Epoch [73][1140/1743] lr: 1.000e-03, eta: 12:32:24, time: 0.809, data_time: 0.002, memory: 3025, loss_cls: 2.2032, loss: 2.2032, grad_norm: 3.7729 2020-10-16 01:52:51,702 - mmaction - INFO - Epoch [73][1160/1743] lr: 1.000e-03, eta: 12:32:04, time: 0.815, data_time: 0.011, memory: 3025, loss_cls: 2.1941, loss: 2.1941, grad_norm: 3.7667 2020-10-16 01:53:07,665 - mmaction - INFO - Epoch [73][1180/1743] lr: 1.000e-03, eta: 12:31:44, time: 0.797, data_time: 0.008, memory: 3025, loss_cls: 2.1849, loss: 2.1849, grad_norm: 3.8176 2020-10-16 01:53:24,506 - mmaction - INFO - Epoch [73][1200/1743] lr: 1.000e-03, eta: 12:31:24, time: 0.839, data_time: 0.007, memory: 3025, loss_cls: 2.1838, loss: 2.1838, grad_norm: 3.8180 2020-10-16 01:53:40,781 - mmaction - INFO - Epoch [73][1220/1743] lr: 1.000e-03, eta: 12:31:04, time: 0.817, data_time: 0.009, memory: 3025, loss_cls: 2.1483, loss: 2.1483, grad_norm: 3.7052 2020-10-16 01:53:56,383 - mmaction - INFO - Epoch [73][1240/1743] lr: 1.000e-03, eta: 12:30:44, time: 0.782, data_time: 0.006, memory: 3025, loss_cls: 2.1737, loss: 2.1737, grad_norm: 3.7293 2020-10-16 01:54:12,116 - mmaction - INFO - Epoch [73][1260/1743] lr: 1.000e-03, eta: 12:30:24, time: 0.787, data_time: 0.011, memory: 3025, loss_cls: 2.1709, loss: 2.1709, grad_norm: 3.7429 2020-10-16 01:54:27,919 - mmaction - INFO - Epoch [73][1280/1743] lr: 1.000e-03, eta: 12:30:04, time: 0.787, data_time: 0.005, memory: 3025, loss_cls: 2.1769, loss: 2.1769, grad_norm: 3.8470 2020-10-16 01:54:44,116 - mmaction - INFO - Epoch [73][1300/1743] lr: 1.000e-03, eta: 12:29:44, time: 0.807, data_time: 0.007, memory: 3025, loss_cls: 2.1593, loss: 2.1593, grad_norm: 3.7666 2020-10-16 01:54:59,907 - mmaction - INFO - Epoch [73][1320/1743] lr: 1.000e-03, eta: 12:29:24, time: 0.792, data_time: 0.009, memory: 3025, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.7645 2020-10-16 01:55:15,389 - mmaction - INFO - Epoch [73][1340/1743] lr: 1.000e-03, eta: 12:29:04, time: 0.775, data_time: 0.007, memory: 3025, loss_cls: 2.2007, loss: 2.2007, grad_norm: 3.8407 2020-10-16 01:55:31,066 - mmaction - INFO - Epoch [73][1360/1743] lr: 1.000e-03, eta: 12:28:43, time: 0.786, data_time: 0.007, memory: 3025, loss_cls: 2.1583, loss: 2.1583, grad_norm: 3.8034 2020-10-16 01:55:46,679 - mmaction - INFO - Epoch [73][1380/1743] lr: 1.000e-03, eta: 12:28:23, time: 0.781, data_time: 0.004, memory: 3025, loss_cls: 2.1626, loss: 2.1626, grad_norm: 3.7498 2020-10-16 01:56:03,049 - mmaction - INFO - Epoch [73][1400/1743] lr: 1.000e-03, eta: 12:28:03, time: 0.817, data_time: 0.004, memory: 3025, loss_cls: 2.2187, loss: 2.2187, grad_norm: 3.8283 2020-10-16 01:56:18,926 - mmaction - INFO - Epoch [73][1420/1743] lr: 1.000e-03, eta: 12:27:43, time: 0.794, data_time: 0.004, memory: 3025, loss_cls: 2.1383, loss: 2.1383, grad_norm: 3.7185 2020-10-16 01:56:35,536 - mmaction - INFO - Epoch [73][1440/1743] lr: 1.000e-03, eta: 12:27:23, time: 0.825, data_time: 0.009, memory: 3025, loss_cls: 2.1942, loss: 2.1942, grad_norm: 3.8143 2020-10-16 01:56:51,091 - mmaction - INFO - Epoch [73][1460/1743] lr: 1.000e-03, eta: 12:27:03, time: 0.783, data_time: 0.010, memory: 3025, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.7730 2020-10-16 01:57:08,169 - mmaction - INFO - Epoch [73][1480/1743] lr: 1.000e-03, eta: 12:26:44, time: 0.849, data_time: 0.010, memory: 3025, loss_cls: 2.2097, loss: 2.2097, grad_norm: 3.8628 2020-10-16 01:57:24,713 - mmaction - INFO - Epoch [73][1500/1743] lr: 1.000e-03, eta: 12:26:24, time: 0.832, data_time: 0.010, memory: 3025, loss_cls: 2.1301, loss: 2.1301, grad_norm: 3.7643 2020-10-16 01:57:41,703 - mmaction - INFO - Epoch [73][1520/1743] lr: 1.000e-03, eta: 12:26:04, time: 0.850, data_time: 0.003, memory: 3025, loss_cls: 2.1435, loss: 2.1435, grad_norm: 3.8195 2020-10-16 01:57:58,580 - mmaction - INFO - Epoch [73][1540/1743] lr: 1.000e-03, eta: 12:25:44, time: 0.843, data_time: 0.003, memory: 3025, loss_cls: 2.1830, loss: 2.1830, grad_norm: 3.8098 2020-10-16 01:58:15,646 - mmaction - INFO - Epoch [73][1560/1743] lr: 1.000e-03, eta: 12:25:25, time: 0.853, data_time: 0.003, memory: 3025, loss_cls: 2.2176, loss: 2.2176, grad_norm: 3.7915 2020-10-16 01:58:32,115 - mmaction - INFO - Epoch [73][1580/1743] lr: 1.000e-03, eta: 12:25:05, time: 0.819, data_time: 0.005, memory: 3025, loss_cls: 2.2018, loss: 2.2018, grad_norm: 3.8270 2020-10-16 01:58:47,882 - mmaction - INFO - Epoch [73][1600/1743] lr: 1.000e-03, eta: 12:24:45, time: 0.794, data_time: 0.010, memory: 3025, loss_cls: 2.1890, loss: 2.1890, grad_norm: 3.7976 2020-10-16 01:59:03,737 - mmaction - INFO - Epoch [73][1620/1743] lr: 1.000e-03, eta: 12:24:25, time: 0.794, data_time: 0.006, memory: 3025, loss_cls: 2.2290, loss: 2.2290, grad_norm: 3.8603 2020-10-16 01:59:20,592 - mmaction - INFO - Epoch [73][1640/1743] lr: 1.000e-03, eta: 12:24:05, time: 0.842, data_time: 0.002, memory: 3025, loss_cls: 2.1533, loss: 2.1533, grad_norm: 3.7053 2020-10-16 01:59:37,404 - mmaction - INFO - Epoch [73][1660/1743] lr: 1.000e-03, eta: 12:23:45, time: 0.836, data_time: 0.004, memory: 3025, loss_cls: 2.1559, loss: 2.1559, grad_norm: 3.7412 2020-10-16 01:59:53,943 - mmaction - INFO - Epoch [73][1680/1743] lr: 1.000e-03, eta: 12:23:26, time: 0.831, data_time: 0.012, memory: 3025, loss_cls: 2.1856, loss: 2.1856, grad_norm: 3.8086 2020-10-16 02:00:10,641 - mmaction - INFO - Epoch [73][1700/1743] lr: 1.000e-03, eta: 12:23:06, time: 0.838, data_time: 0.004, memory: 3025, loss_cls: 2.1568, loss: 2.1568, grad_norm: 3.7188 2020-10-16 02:00:27,549 - mmaction - INFO - Epoch [73][1720/1743] lr: 1.000e-03, eta: 12:22:46, time: 0.840, data_time: 0.001, memory: 3025, loss_cls: 2.1944, loss: 2.1944, grad_norm: 3.7864 2020-10-16 02:00:43,574 - mmaction - INFO - Epoch [73][1740/1743] lr: 1.000e-03, eta: 12:22:26, time: 0.805, data_time: 0.009, memory: 3025, loss_cls: 2.1634, loss: 2.1634, grad_norm: 3.7230 2020-10-16 02:01:18,116 - mmaction - INFO - Epoch [74][20/1743] lr: 1.000e-03, eta: 12:22:08, time: 1.583, data_time: 0.736, memory: 3025, loss_cls: 2.1842, loss: 2.1842, grad_norm: 3.7509 2020-10-16 02:01:36,169 - mmaction - INFO - Epoch [74][40/1743] lr: 1.000e-03, eta: 12:21:49, time: 0.899, data_time: 0.008, memory: 3025, loss_cls: 2.2171, loss: 2.2171, grad_norm: 3.8306 2020-10-16 02:01:53,157 - mmaction - INFO - Epoch [74][60/1743] lr: 1.000e-03, eta: 12:21:29, time: 0.849, data_time: 0.007, memory: 3025, loss_cls: 2.2083, loss: 2.2083, grad_norm: 3.7740 2020-10-16 02:02:09,883 - mmaction - INFO - Epoch [74][80/1743] lr: 1.000e-03, eta: 12:21:09, time: 0.838, data_time: 0.007, memory: 3025, loss_cls: 2.1901, loss: 2.1901, grad_norm: 3.7555 2020-10-16 02:02:26,361 - mmaction - INFO - Epoch [74][100/1743] lr: 1.000e-03, eta: 12:20:50, time: 0.825, data_time: 0.005, memory: 3025, loss_cls: 2.1637, loss: 2.1637, grad_norm: 3.7330 2020-10-16 02:02:43,585 - mmaction - INFO - Epoch [74][120/1743] lr: 1.000e-03, eta: 12:20:30, time: 0.857, data_time: 0.009, memory: 3025, loss_cls: 2.1755, loss: 2.1755, grad_norm: 3.7780 2020-10-16 02:03:00,126 - mmaction - INFO - Epoch [74][140/1743] lr: 1.000e-03, eta: 12:20:10, time: 0.826, data_time: 0.008, memory: 3025, loss_cls: 2.1956, loss: 2.1956, grad_norm: 3.7331 2020-10-16 02:03:16,427 - mmaction - INFO - Epoch [74][160/1743] lr: 1.000e-03, eta: 12:19:50, time: 0.821, data_time: 0.009, memory: 3025, loss_cls: 2.1769, loss: 2.1769, grad_norm: 3.7733 2020-10-16 02:03:32,854 - mmaction - INFO - Epoch [74][180/1743] lr: 1.000e-03, eta: 12:19:30, time: 0.818, data_time: 0.005, memory: 3025, loss_cls: 2.1336, loss: 2.1336, grad_norm: 3.8228 2020-10-16 02:03:48,585 - mmaction - INFO - Epoch [74][200/1743] lr: 1.000e-03, eta: 12:19:10, time: 0.786, data_time: 0.007, memory: 3025, loss_cls: 2.2166, loss: 2.2166, grad_norm: 3.7824 2020-10-16 02:04:04,777 - mmaction - INFO - Epoch [74][220/1743] lr: 1.000e-03, eta: 12:18:50, time: 0.810, data_time: 0.008, memory: 3025, loss_cls: 2.1973, loss: 2.1973, grad_norm: 3.8101 2020-10-16 02:04:20,559 - mmaction - INFO - Epoch [74][240/1743] lr: 1.000e-03, eta: 12:18:30, time: 0.787, data_time: 0.007, memory: 3025, loss_cls: 2.2045, loss: 2.2045, grad_norm: 3.8359 2020-10-16 02:04:36,858 - mmaction - INFO - Epoch [74][260/1743] lr: 1.000e-03, eta: 12:18:10, time: 0.817, data_time: 0.011, memory: 3025, loss_cls: 2.1506, loss: 2.1506, grad_norm: 3.7737 2020-10-16 02:04:53,101 - mmaction - INFO - Epoch [74][280/1743] lr: 1.000e-03, eta: 12:17:50, time: 0.814, data_time: 0.008, memory: 3025, loss_cls: 2.1298, loss: 2.1298, grad_norm: 3.7721 2020-10-16 02:05:08,252 - mmaction - INFO - Epoch [74][300/1743] lr: 1.000e-03, eta: 12:17:30, time: 0.754, data_time: 0.008, memory: 3025, loss_cls: 2.1698, loss: 2.1698, grad_norm: 3.7962 2020-10-16 02:05:23,859 - mmaction - INFO - Epoch [74][320/1743] lr: 1.000e-03, eta: 12:17:10, time: 0.783, data_time: 0.008, memory: 3025, loss_cls: 2.1713, loss: 2.1713, grad_norm: 3.8040 2020-10-16 02:05:39,959 - mmaction - INFO - Epoch [74][340/1743] lr: 1.000e-03, eta: 12:16:50, time: 0.800, data_time: 0.006, memory: 3025, loss_cls: 2.1706, loss: 2.1706, grad_norm: 3.7627 2020-10-16 02:05:56,000 - mmaction - INFO - Epoch [74][360/1743] lr: 1.000e-03, eta: 12:16:30, time: 0.808, data_time: 0.010, memory: 3025, loss_cls: 2.1392, loss: 2.1392, grad_norm: 3.7688 2020-10-16 02:06:12,927 - mmaction - INFO - Epoch [74][380/1743] lr: 1.000e-03, eta: 12:16:10, time: 0.845, data_time: 0.006, memory: 3025, loss_cls: 2.1672, loss: 2.1672, grad_norm: 3.8172 2020-10-16 02:06:28,969 - mmaction - INFO - Epoch [74][400/1743] lr: 1.000e-03, eta: 12:15:50, time: 0.801, data_time: 0.006, memory: 3025, loss_cls: 2.1662, loss: 2.1662, grad_norm: 3.7721 2020-10-16 02:06:45,416 - mmaction - INFO - Epoch [74][420/1743] lr: 1.000e-03, eta: 12:15:31, time: 0.822, data_time: 0.009, memory: 3025, loss_cls: 2.2212, loss: 2.2212, grad_norm: 3.8056 2020-10-16 02:07:01,615 - mmaction - INFO - Epoch [74][440/1743] lr: 1.000e-03, eta: 12:15:11, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.1973, loss: 2.1973, grad_norm: 3.7877 2020-10-16 02:07:17,554 - mmaction - INFO - Epoch [74][460/1743] lr: 1.000e-03, eta: 12:14:51, time: 0.790, data_time: 0.004, memory: 3025, loss_cls: 2.1579, loss: 2.1579, grad_norm: 3.8082 2020-10-16 02:07:33,039 - mmaction - INFO - Epoch [74][480/1743] lr: 1.000e-03, eta: 12:14:31, time: 0.781, data_time: 0.010, memory: 3025, loss_cls: 2.1706, loss: 2.1706, grad_norm: 3.7191 2020-10-16 02:07:48,999 - mmaction - INFO - Epoch [74][500/1743] lr: 1.000e-03, eta: 12:14:11, time: 0.794, data_time: 0.002, memory: 3025, loss_cls: 2.2115, loss: 2.2115, grad_norm: 3.8648 2020-10-16 02:08:05,106 - mmaction - INFO - Epoch [74][520/1743] lr: 1.000e-03, eta: 12:13:51, time: 0.809, data_time: 0.006, memory: 3025, loss_cls: 2.1501, loss: 2.1501, grad_norm: 3.7524 2020-10-16 02:08:20,953 - mmaction - INFO - Epoch [74][540/1743] lr: 1.000e-03, eta: 12:13:31, time: 0.788, data_time: 0.004, memory: 3025, loss_cls: 2.1165, loss: 2.1165, grad_norm: 3.7619 2020-10-16 02:08:37,007 - mmaction - INFO - Epoch [74][560/1743] lr: 1.000e-03, eta: 12:13:11, time: 0.804, data_time: 0.006, memory: 3025, loss_cls: 2.1568, loss: 2.1568, grad_norm: 3.7299 2020-10-16 02:08:52,936 - mmaction - INFO - Epoch [74][580/1743] lr: 1.000e-03, eta: 12:12:51, time: 0.797, data_time: 0.004, memory: 3025, loss_cls: 2.1611, loss: 2.1611, grad_norm: 3.7610 2020-10-16 02:09:08,662 - mmaction - INFO - Epoch [74][600/1743] lr: 1.000e-03, eta: 12:12:30, time: 0.787, data_time: 0.015, memory: 3025, loss_cls: 2.1794, loss: 2.1794, grad_norm: 3.6543 2020-10-16 02:09:24,818 - mmaction - INFO - Epoch [74][620/1743] lr: 1.000e-03, eta: 12:12:11, time: 0.808, data_time: 0.004, memory: 3025, loss_cls: 2.1449, loss: 2.1449, grad_norm: 3.7068 2020-10-16 02:09:41,248 - mmaction - INFO - Epoch [74][640/1743] lr: 1.000e-03, eta: 12:11:51, time: 0.819, data_time: 0.004, memory: 3025, loss_cls: 2.2009, loss: 2.2009, grad_norm: 3.7765 2020-10-16 02:09:56,758 - mmaction - INFO - Epoch [74][660/1743] lr: 1.000e-03, eta: 12:11:31, time: 0.777, data_time: 0.006, memory: 3025, loss_cls: 2.1843, loss: 2.1843, grad_norm: 3.7744 2020-10-16 02:10:13,544 - mmaction - INFO - Epoch [74][680/1743] lr: 1.000e-03, eta: 12:11:11, time: 0.837, data_time: 0.004, memory: 3025, loss_cls: 2.1645, loss: 2.1645, grad_norm: 3.8162 2020-10-16 02:10:30,136 - mmaction - INFO - Epoch [74][700/1743] lr: 1.000e-03, eta: 12:10:51, time: 0.827, data_time: 0.038, memory: 3025, loss_cls: 2.1542, loss: 2.1542, grad_norm: 3.7609 2020-10-16 02:10:46,381 - mmaction - INFO - Epoch [74][720/1743] lr: 1.000e-03, eta: 12:10:31, time: 0.818, data_time: 0.020, memory: 3025, loss_cls: 2.1582, loss: 2.1582, grad_norm: 3.7563 2020-10-16 02:11:02,522 - mmaction - INFO - Epoch [74][740/1743] lr: 1.000e-03, eta: 12:10:11, time: 0.803, data_time: 0.043, memory: 3025, loss_cls: 2.1426, loss: 2.1426, grad_norm: 3.7423 2020-10-16 02:11:19,410 - mmaction - INFO - Epoch [74][760/1743] lr: 1.000e-03, eta: 12:09:52, time: 0.845, data_time: 0.123, memory: 3025, loss_cls: 2.1649, loss: 2.1649, grad_norm: 3.7555 2020-10-16 02:11:35,785 - mmaction - INFO - Epoch [74][780/1743] lr: 1.000e-03, eta: 12:09:32, time: 0.821, data_time: 0.192, memory: 3025, loss_cls: 2.2000, loss: 2.2000, grad_norm: 3.7847 2020-10-16 02:11:52,403 - mmaction - INFO - Epoch [74][800/1743] lr: 1.000e-03, eta: 12:09:12, time: 0.830, data_time: 0.172, memory: 3025, loss_cls: 2.1376, loss: 2.1376, grad_norm: 3.6975 2020-10-16 02:12:08,475 - mmaction - INFO - Epoch [74][820/1743] lr: 1.000e-03, eta: 12:08:52, time: 0.804, data_time: 0.023, memory: 3025, loss_cls: 2.1789, loss: 2.1789, grad_norm: 3.7995 2020-10-16 02:12:24,236 - mmaction - INFO - Epoch [74][840/1743] lr: 1.000e-03, eta: 12:08:32, time: 0.790, data_time: 0.013, memory: 3025, loss_cls: 2.1852, loss: 2.1852, grad_norm: 3.7806 2020-10-16 02:12:39,918 - mmaction - INFO - Epoch [74][860/1743] lr: 1.000e-03, eta: 12:08:12, time: 0.784, data_time: 0.005, memory: 3025, loss_cls: 2.2208, loss: 2.2208, grad_norm: 3.8346 2020-10-16 02:12:56,241 - mmaction - INFO - Epoch [74][880/1743] lr: 1.000e-03, eta: 12:07:52, time: 0.813, data_time: 0.016, memory: 3025, loss_cls: 2.1446, loss: 2.1446, grad_norm: 3.6582 2020-10-16 02:13:12,193 - mmaction - INFO - Epoch [74][900/1743] lr: 1.000e-03, eta: 12:07:32, time: 0.797, data_time: 0.007, memory: 3025, loss_cls: 2.1619, loss: 2.1619, grad_norm: 3.7285 2020-10-16 02:13:28,588 - mmaction - INFO - Epoch [74][920/1743] lr: 1.000e-03, eta: 12:07:12, time: 0.820, data_time: 0.006, memory: 3025, loss_cls: 2.1917, loss: 2.1917, grad_norm: 3.8110 2020-10-16 02:13:44,533 - mmaction - INFO - Epoch [74][940/1743] lr: 1.000e-03, eta: 12:06:52, time: 0.796, data_time: 0.008, memory: 3025, loss_cls: 2.1826, loss: 2.1826, grad_norm: 3.8548 2020-10-16 02:14:00,264 - mmaction - INFO - Epoch [74][960/1743] lr: 1.000e-03, eta: 12:06:32, time: 0.791, data_time: 0.013, memory: 3025, loss_cls: 2.1689, loss: 2.1689, grad_norm: 3.7090 2020-10-16 02:14:16,425 - mmaction - INFO - Epoch [74][980/1743] lr: 1.000e-03, eta: 12:06:12, time: 0.802, data_time: 0.005, memory: 3025, loss_cls: 2.1503, loss: 2.1503, grad_norm: 3.7207 2020-10-16 02:14:32,355 - mmaction - INFO - Epoch [74][1000/1743] lr: 1.000e-03, eta: 12:05:52, time: 0.802, data_time: 0.008, memory: 3025, loss_cls: 2.1602, loss: 2.1602, grad_norm: 3.7493 2020-10-16 02:14:48,613 - mmaction - INFO - Epoch [74][1020/1743] lr: 1.000e-03, eta: 12:05:33, time: 0.812, data_time: 0.002, memory: 3025, loss_cls: 2.1660, loss: 2.1660, grad_norm: 3.8037 2020-10-16 02:15:04,214 - mmaction - INFO - Epoch [74][1040/1743] lr: 1.000e-03, eta: 12:05:12, time: 0.780, data_time: 0.003, memory: 3025, loss_cls: 2.1782, loss: 2.1782, grad_norm: 3.8269 2020-10-16 02:15:20,453 - mmaction - INFO - Epoch [74][1060/1743] lr: 1.000e-03, eta: 12:04:53, time: 0.808, data_time: 0.004, memory: 3025, loss_cls: 2.1887, loss: 2.1887, grad_norm: 3.7580 2020-10-16 02:15:36,151 - mmaction - INFO - Epoch [74][1080/1743] lr: 1.000e-03, eta: 12:04:33, time: 0.786, data_time: 0.007, memory: 3025, loss_cls: 2.1868, loss: 2.1868, grad_norm: 3.7678 2020-10-16 02:15:52,627 - mmaction - INFO - Epoch [74][1100/1743] lr: 1.000e-03, eta: 12:04:13, time: 0.827, data_time: 0.046, memory: 3025, loss_cls: 2.1657, loss: 2.1657, grad_norm: 3.8483 2020-10-16 02:16:09,514 - mmaction - INFO - Epoch [74][1120/1743] lr: 1.000e-03, eta: 12:03:53, time: 0.842, data_time: 0.040, memory: 3025, loss_cls: 2.2384, loss: 2.2384, grad_norm: 3.8606 2020-10-16 02:16:25,620 - mmaction - INFO - Epoch [74][1140/1743] lr: 1.000e-03, eta: 12:03:33, time: 0.799, data_time: 0.007, memory: 3025, loss_cls: 2.1661, loss: 2.1661, grad_norm: 3.7551 2020-10-16 02:16:41,736 - mmaction - INFO - Epoch [74][1160/1743] lr: 1.000e-03, eta: 12:03:13, time: 0.816, data_time: 0.012, memory: 3025, loss_cls: 2.1891, loss: 2.1891, grad_norm: 3.7862 2020-10-16 02:16:58,108 - mmaction - INFO - Epoch [74][1180/1743] lr: 1.000e-03, eta: 12:02:53, time: 0.811, data_time: 0.046, memory: 3025, loss_cls: 2.1578, loss: 2.1578, grad_norm: 3.7755 2020-10-16 02:17:13,887 - mmaction - INFO - Epoch [74][1200/1743] lr: 1.000e-03, eta: 12:02:33, time: 0.790, data_time: 0.149, memory: 3025, loss_cls: 2.1705, loss: 2.1705, grad_norm: 3.7900 2020-10-16 02:17:30,772 - mmaction - INFO - Epoch [74][1220/1743] lr: 1.000e-03, eta: 12:02:14, time: 0.847, data_time: 0.287, memory: 3025, loss_cls: 2.2026, loss: 2.2026, grad_norm: 3.8458 2020-10-16 02:17:47,506 - mmaction - INFO - Epoch [74][1240/1743] lr: 1.000e-03, eta: 12:01:54, time: 0.834, data_time: 0.351, memory: 3025, loss_cls: 2.1759, loss: 2.1759, grad_norm: 3.8275 2020-10-16 02:18:04,029 - mmaction - INFO - Epoch [74][1260/1743] lr: 1.000e-03, eta: 12:01:34, time: 0.831, data_time: 0.353, memory: 3025, loss_cls: 2.1931, loss: 2.1931, grad_norm: 3.9188 2020-10-16 02:18:20,101 - mmaction - INFO - Epoch [74][1280/1743] lr: 1.000e-03, eta: 12:01:14, time: 0.801, data_time: 0.310, memory: 3025, loss_cls: 2.2107, loss: 2.2107, grad_norm: 3.7938 2020-10-16 02:18:36,671 - mmaction - INFO - Epoch [74][1300/1743] lr: 1.000e-03, eta: 12:00:55, time: 0.826, data_time: 0.346, memory: 3025, loss_cls: 2.2143, loss: 2.2143, grad_norm: 3.8203 2020-10-16 02:18:52,763 - mmaction - INFO - Epoch [74][1320/1743] lr: 1.000e-03, eta: 12:00:35, time: 0.807, data_time: 0.333, memory: 3025, loss_cls: 2.2068, loss: 2.2068, grad_norm: 3.8396 2020-10-16 02:19:08,475 - mmaction - INFO - Epoch [74][1340/1743] lr: 1.000e-03, eta: 12:00:15, time: 0.786, data_time: 0.316, memory: 3025, loss_cls: 2.2048, loss: 2.2048, grad_norm: 3.8525 2020-10-16 02:19:24,766 - mmaction - INFO - Epoch [74][1360/1743] lr: 1.000e-03, eta: 11:59:55, time: 0.804, data_time: 0.313, memory: 3025, loss_cls: 2.1734, loss: 2.1734, grad_norm: 3.8250 2020-10-16 02:19:40,075 - mmaction - INFO - Epoch [74][1380/1743] lr: 1.000e-03, eta: 11:59:35, time: 0.779, data_time: 0.307, memory: 3025, loss_cls: 2.2039, loss: 2.2039, grad_norm: 3.8399 2020-10-16 02:19:57,014 - mmaction - INFO - Epoch [74][1400/1743] lr: 1.000e-03, eta: 11:59:15, time: 0.845, data_time: 0.357, memory: 3025, loss_cls: 2.2185, loss: 2.2185, grad_norm: 3.8398 2020-10-16 02:20:12,639 - mmaction - INFO - Epoch [74][1420/1743] lr: 1.000e-03, eta: 11:58:55, time: 0.780, data_time: 0.316, memory: 3025, loss_cls: 2.2212, loss: 2.2212, grad_norm: 3.9115 2020-10-16 02:20:29,155 - mmaction - INFO - Epoch [74][1440/1743] lr: 1.000e-03, eta: 11:58:35, time: 0.824, data_time: 0.335, memory: 3025, loss_cls: 2.1831, loss: 2.1831, grad_norm: 3.7675 2020-10-16 02:20:44,990 - mmaction - INFO - Epoch [74][1460/1743] lr: 1.000e-03, eta: 11:58:15, time: 0.793, data_time: 0.355, memory: 3025, loss_cls: 2.1547, loss: 2.1547, grad_norm: 3.7799 2020-10-16 02:21:01,229 - mmaction - INFO - Epoch [74][1480/1743] lr: 1.000e-03, eta: 11:57:56, time: 0.805, data_time: 0.306, memory: 3025, loss_cls: 2.1747, loss: 2.1747, grad_norm: 3.8109 2020-10-16 02:21:17,403 - mmaction - INFO - Epoch [74][1500/1743] lr: 1.000e-03, eta: 11:57:36, time: 0.817, data_time: 0.371, memory: 3025, loss_cls: 2.1226, loss: 2.1226, grad_norm: 3.7308 2020-10-16 02:21:33,882 - mmaction - INFO - Epoch [74][1520/1743] lr: 1.000e-03, eta: 11:57:16, time: 0.818, data_time: 0.342, memory: 3025, loss_cls: 2.1842, loss: 2.1842, grad_norm: 3.7875 2020-10-16 02:21:50,493 - mmaction - INFO - Epoch [74][1540/1743] lr: 1.000e-03, eta: 11:56:56, time: 0.834, data_time: 0.345, memory: 3025, loss_cls: 2.1792, loss: 2.1792, grad_norm: 3.7700 2020-10-16 02:22:06,763 - mmaction - INFO - Epoch [74][1560/1743] lr: 1.000e-03, eta: 11:56:36, time: 0.815, data_time: 0.305, memory: 3025, loss_cls: 2.1835, loss: 2.1835, grad_norm: 3.8017 2020-10-16 02:22:23,143 - mmaction - INFO - Epoch [74][1580/1743] lr: 1.000e-03, eta: 11:56:17, time: 0.818, data_time: 0.369, memory: 3025, loss_cls: 2.1745, loss: 2.1745, grad_norm: 3.8343 2020-10-16 02:22:40,131 - mmaction - INFO - Epoch [74][1600/1743] lr: 1.000e-03, eta: 11:55:57, time: 0.842, data_time: 0.364, memory: 3025, loss_cls: 2.1711, loss: 2.1711, grad_norm: 3.8280 2020-10-16 02:22:56,278 - mmaction - INFO - Epoch [74][1620/1743] lr: 1.000e-03, eta: 11:55:37, time: 0.812, data_time: 0.341, memory: 3025, loss_cls: 2.1935, loss: 2.1935, grad_norm: 3.7826 2020-10-16 02:23:12,696 - mmaction - INFO - Epoch [74][1640/1743] lr: 1.000e-03, eta: 11:55:17, time: 0.819, data_time: 0.346, memory: 3025, loss_cls: 2.2050, loss: 2.2050, grad_norm: 3.8063 2020-10-16 02:23:29,449 - mmaction - INFO - Epoch [74][1660/1743] lr: 1.000e-03, eta: 11:54:58, time: 0.844, data_time: 0.357, memory: 3025, loss_cls: 2.1594, loss: 2.1594, grad_norm: 3.8191 2020-10-16 02:23:45,290 - mmaction - INFO - Epoch [74][1680/1743] lr: 1.000e-03, eta: 11:54:38, time: 0.786, data_time: 0.319, memory: 3025, loss_cls: 2.1734, loss: 2.1734, grad_norm: 3.8178 2020-10-16 02:24:01,759 - mmaction - INFO - Epoch [74][1700/1743] lr: 1.000e-03, eta: 11:54:18, time: 0.829, data_time: 0.356, memory: 3025, loss_cls: 2.1491, loss: 2.1491, grad_norm: 3.8141 2020-10-16 02:24:17,566 - mmaction - INFO - Epoch [74][1720/1743] lr: 1.000e-03, eta: 11:53:58, time: 0.786, data_time: 0.341, memory: 3025, loss_cls: 2.2150, loss: 2.2150, grad_norm: 3.8654 2020-10-16 02:24:33,725 - mmaction - INFO - Epoch [74][1740/1743] lr: 1.000e-03, eta: 11:53:38, time: 0.811, data_time: 0.328, memory: 3025, loss_cls: 2.1824, loss: 2.1824, grad_norm: 3.8009 2020-10-16 02:25:09,397 - mmaction - INFO - Epoch [75][20/1743] lr: 1.000e-03, eta: 11:53:20, time: 1.633, data_time: 1.134, memory: 3025, loss_cls: 2.1485, loss: 2.1485, grad_norm: 3.7160 2020-10-16 02:25:26,344 - mmaction - INFO - Epoch [75][40/1743] lr: 1.000e-03, eta: 11:53:01, time: 0.848, data_time: 0.112, memory: 3025, loss_cls: 2.1699, loss: 2.1699, grad_norm: 3.7741 2020-10-16 02:25:43,875 - mmaction - INFO - Epoch [75][60/1743] lr: 1.000e-03, eta: 11:52:41, time: 0.872, data_time: 0.007, memory: 3025, loss_cls: 2.1555, loss: 2.1555, grad_norm: 3.7707 2020-10-16 02:26:00,924 - mmaction - INFO - Epoch [75][80/1743] lr: 1.000e-03, eta: 11:52:22, time: 0.855, data_time: 0.006, memory: 3025, loss_cls: 2.1793, loss: 2.1793, grad_norm: 3.8775 2020-10-16 02:26:17,472 - mmaction - INFO - Epoch [75][100/1743] lr: 1.000e-03, eta: 11:52:02, time: 0.829, data_time: 0.004, memory: 3025, loss_cls: 2.1712, loss: 2.1712, grad_norm: 3.8019 2020-10-16 02:26:34,000 - mmaction - INFO - Epoch [75][120/1743] lr: 1.000e-03, eta: 11:51:42, time: 0.819, data_time: 0.004, memory: 3025, loss_cls: 2.2101, loss: 2.2101, grad_norm: 3.8054 2020-10-16 02:26:49,348 - mmaction - INFO - Epoch [75][140/1743] lr: 1.000e-03, eta: 11:51:22, time: 0.769, data_time: 0.013, memory: 3025, loss_cls: 2.1735, loss: 2.1735, grad_norm: 3.7788 2020-10-16 02:27:06,103 - mmaction - INFO - Epoch [75][160/1743] lr: 1.000e-03, eta: 11:51:03, time: 0.839, data_time: 0.012, memory: 3025, loss_cls: 2.1903, loss: 2.1903, grad_norm: 3.8562 2020-10-16 02:27:21,834 - mmaction - INFO - Epoch [75][180/1743] lr: 1.000e-03, eta: 11:50:43, time: 0.789, data_time: 0.009, memory: 3025, loss_cls: 2.1526, loss: 2.1526, grad_norm: 3.7114 2020-10-16 02:27:38,008 - mmaction - INFO - Epoch [75][200/1743] lr: 1.000e-03, eta: 11:50:23, time: 0.803, data_time: 0.006, memory: 3025, loss_cls: 2.1679, loss: 2.1679, grad_norm: 3.7171 2020-10-16 02:27:54,545 - mmaction - INFO - Epoch [75][220/1743] lr: 1.000e-03, eta: 11:50:03, time: 0.836, data_time: 0.011, memory: 3025, loss_cls: 2.1694, loss: 2.1694, grad_norm: 3.8469 2020-10-16 02:28:10,623 - mmaction - INFO - Epoch [75][240/1743] lr: 1.000e-03, eta: 11:49:43, time: 0.792, data_time: 0.000, memory: 3025, loss_cls: 2.1955, loss: 2.1955, grad_norm: 3.8182 2020-10-16 02:28:26,809 - mmaction - INFO - Epoch [75][260/1743] lr: 1.000e-03, eta: 11:49:23, time: 0.814, data_time: 0.018, memory: 3025, loss_cls: 2.1412, loss: 2.1412, grad_norm: 3.7129 2020-10-16 02:28:43,259 - mmaction - INFO - Epoch [75][280/1743] lr: 1.000e-03, eta: 11:49:04, time: 0.824, data_time: 0.008, memory: 3025, loss_cls: 2.1983, loss: 2.1983, grad_norm: 3.8397 2020-10-16 02:28:59,716 - mmaction - INFO - Epoch [75][300/1743] lr: 1.000e-03, eta: 11:48:44, time: 0.825, data_time: 0.008, memory: 3025, loss_cls: 2.1868, loss: 2.1868, grad_norm: 3.8701 2020-10-16 02:29:15,336 - mmaction - INFO - Epoch [75][320/1743] lr: 1.000e-03, eta: 11:48:24, time: 0.779, data_time: 0.008, memory: 3025, loss_cls: 2.1981, loss: 2.1981, grad_norm: 3.8047 2020-10-16 02:29:32,068 - mmaction - INFO - Epoch [75][340/1743] lr: 1.000e-03, eta: 11:48:04, time: 0.839, data_time: 0.008, memory: 3025, loss_cls: 2.1908, loss: 2.1908, grad_norm: 3.8292 2020-10-16 02:29:48,527 - mmaction - INFO - Epoch [75][360/1743] lr: 1.000e-03, eta: 11:47:44, time: 0.824, data_time: 0.004, memory: 3025, loss_cls: 2.1796, loss: 2.1796, grad_norm: 3.8464 2020-10-16 02:30:04,520 - mmaction - INFO - Epoch [75][380/1743] lr: 1.000e-03, eta: 11:47:24, time: 0.786, data_time: 0.004, memory: 3025, loss_cls: 2.1516, loss: 2.1516, grad_norm: 3.7793 2020-10-16 02:30:20,658 - mmaction - INFO - Epoch [75][400/1743] lr: 1.000e-03, eta: 11:47:05, time: 0.814, data_time: 0.019, memory: 3025, loss_cls: 2.1752, loss: 2.1752, grad_norm: 3.7834 2020-10-16 02:30:37,062 - mmaction - INFO - Epoch [75][420/1743] lr: 1.000e-03, eta: 11:46:45, time: 0.822, data_time: 0.014, memory: 3025, loss_cls: 2.1492, loss: 2.1492, grad_norm: 3.7184 2020-10-16 02:30:53,112 - mmaction - INFO - Epoch [75][440/1743] lr: 1.000e-03, eta: 11:46:25, time: 0.805, data_time: 0.008, memory: 3025, loss_cls: 2.1578, loss: 2.1578, grad_norm: 3.8036 2020-10-16 02:31:09,265 - mmaction - INFO - Epoch [75][460/1743] lr: 1.000e-03, eta: 11:46:05, time: 0.811, data_time: 0.011, memory: 3025, loss_cls: 2.1572, loss: 2.1572, grad_norm: 3.7856 2020-10-16 02:31:25,246 - mmaction - INFO - Epoch [75][480/1743] lr: 1.000e-03, eta: 11:45:45, time: 0.792, data_time: 0.003, memory: 3025, loss_cls: 2.1841, loss: 2.1841, grad_norm: 3.7540 2020-10-16 02:31:40,869 - mmaction - INFO - Epoch [75][500/1743] lr: 1.000e-03, eta: 11:45:25, time: 0.785, data_time: 0.010, memory: 3025, loss_cls: 2.1626, loss: 2.1626, grad_norm: 3.7747 2020-10-16 02:31:57,001 - mmaction - INFO - Epoch [75][520/1743] lr: 1.000e-03, eta: 11:45:05, time: 0.809, data_time: 0.006, memory: 3025, loss_cls: 2.1370, loss: 2.1370, grad_norm: 3.8077 2020-10-16 02:32:12,923 - mmaction - INFO - Epoch [75][540/1743] lr: 1.000e-03, eta: 11:44:45, time: 0.795, data_time: 0.007, memory: 3025, loss_cls: 2.1700, loss: 2.1700, grad_norm: 3.8540 2020-10-16 02:32:29,077 - mmaction - INFO - Epoch [75][560/1743] lr: 1.000e-03, eta: 11:44:26, time: 0.807, data_time: 0.005, memory: 3025, loss_cls: 2.1803, loss: 2.1803, grad_norm: 3.7864 2020-10-16 02:32:45,208 - mmaction - INFO - Epoch [75][580/1743] lr: 1.000e-03, eta: 11:44:06, time: 0.804, data_time: 0.006, memory: 3025, loss_cls: 2.2128, loss: 2.2128, grad_norm: 3.8146 2020-10-16 02:33:00,129 - mmaction - INFO - Epoch [75][600/1743] lr: 1.000e-03, eta: 11:43:46, time: 0.749, data_time: 0.009, memory: 3025, loss_cls: 2.1963, loss: 2.1963, grad_norm: 3.8058 2020-10-16 02:33:16,720 - mmaction - INFO - Epoch [75][620/1743] lr: 1.000e-03, eta: 11:43:26, time: 0.824, data_time: 0.005, memory: 3025, loss_cls: 2.1611, loss: 2.1611, grad_norm: 3.7671 2020-10-16 02:33:33,604 - mmaction - INFO - Epoch [75][640/1743] lr: 1.000e-03, eta: 11:43:06, time: 0.851, data_time: 0.012, memory: 3025, loss_cls: 2.1767, loss: 2.1767, grad_norm: 3.7491 2020-10-16 02:33:50,400 - mmaction - INFO - Epoch [75][660/1743] lr: 1.000e-03, eta: 11:42:47, time: 0.841, data_time: 0.004, memory: 3025, loss_cls: 2.1673, loss: 2.1673, grad_norm: 3.8007 2020-10-16 02:34:06,599 - mmaction - INFO - Epoch [75][680/1743] lr: 1.000e-03, eta: 11:42:27, time: 0.802, data_time: 0.003, memory: 3025, loss_cls: 2.2018, loss: 2.2018, grad_norm: 3.8488 2020-10-16 02:34:23,115 - mmaction - INFO - Epoch [75][700/1743] lr: 1.000e-03, eta: 11:42:07, time: 0.832, data_time: 0.012, memory: 3025, loss_cls: 2.1783, loss: 2.1783, grad_norm: 3.8010 2020-10-16 02:34:38,668 - mmaction - INFO - Epoch [75][720/1743] lr: 1.000e-03, eta: 11:41:47, time: 0.771, data_time: 0.006, memory: 3025, loss_cls: 2.2037, loss: 2.2037, grad_norm: 3.7936 2020-10-16 02:34:55,465 - mmaction - INFO - Epoch [75][740/1743] lr: 1.000e-03, eta: 11:41:28, time: 0.842, data_time: 0.012, memory: 3025, loss_cls: 2.1819, loss: 2.1819, grad_norm: 3.7672 2020-10-16 02:35:11,450 - mmaction - INFO - Epoch [75][760/1743] lr: 1.000e-03, eta: 11:41:08, time: 0.803, data_time: 0.009, memory: 3025, loss_cls: 2.1958, loss: 2.1958, grad_norm: 3.7498 2020-10-16 02:35:27,065 - mmaction - INFO - Epoch [75][780/1743] lr: 1.000e-03, eta: 11:40:48, time: 0.780, data_time: 0.005, memory: 3025, loss_cls: 2.1686, loss: 2.1686, grad_norm: 3.8167 2020-10-16 02:35:43,204 - mmaction - INFO - Epoch [75][800/1743] lr: 1.000e-03, eta: 11:40:28, time: 0.807, data_time: 0.005, memory: 3025, loss_cls: 2.1723, loss: 2.1723, grad_norm: 3.7882 2020-10-16 02:35:58,766 - mmaction - INFO - Epoch [75][820/1743] lr: 1.000e-03, eta: 11:40:08, time: 0.780, data_time: 0.006, memory: 3025, loss_cls: 2.2052, loss: 2.2052, grad_norm: 3.8998 2020-10-16 02:36:14,670 - mmaction - INFO - Epoch [75][840/1743] lr: 1.000e-03, eta: 11:39:48, time: 0.790, data_time: 0.009, memory: 3025, loss_cls: 2.1457, loss: 2.1457, grad_norm: 3.7632 2020-10-16 02:36:31,124 - mmaction - INFO - Epoch [75][860/1743] lr: 1.000e-03, eta: 11:39:28, time: 0.819, data_time: 0.010, memory: 3025, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.7904 2020-10-16 02:36:47,406 - mmaction - INFO - Epoch [75][880/1743] lr: 1.000e-03, eta: 11:39:08, time: 0.820, data_time: 0.012, memory: 3025, loss_cls: 2.1464, loss: 2.1464, grad_norm: 3.7293 2020-10-16 02:37:03,544 - mmaction - INFO - Epoch [75][900/1743] lr: 1.000e-03, eta: 11:38:49, time: 0.807, data_time: 0.007, memory: 3025, loss_cls: 2.1658, loss: 2.1658, grad_norm: 3.7862 2020-10-16 02:37:20,156 - mmaction - INFO - Epoch [75][920/1743] lr: 1.000e-03, eta: 11:38:29, time: 0.826, data_time: 0.007, memory: 3025, loss_cls: 2.2084, loss: 2.2084, grad_norm: 3.8801 2020-10-16 02:37:35,964 - mmaction - INFO - Epoch [75][940/1743] lr: 1.000e-03, eta: 11:38:09, time: 0.795, data_time: 0.014, memory: 3025, loss_cls: 2.1396, loss: 2.1396, grad_norm: 3.8281 2020-10-16 02:37:51,981 - mmaction - INFO - Epoch [75][960/1743] lr: 1.000e-03, eta: 11:37:49, time: 0.798, data_time: 0.009, memory: 3025, loss_cls: 2.1802, loss: 2.1802, grad_norm: 3.8458 2020-10-16 02:38:08,338 - mmaction - INFO - Epoch [75][980/1743] lr: 1.000e-03, eta: 11:37:29, time: 0.820, data_time: 0.016, memory: 3025, loss_cls: 2.1980, loss: 2.1980, grad_norm: 3.8732 2020-10-16 02:38:24,204 - mmaction - INFO - Epoch [75][1000/1743] lr: 1.000e-03, eta: 11:37:10, time: 0.798, data_time: 0.008, memory: 3025, loss_cls: 2.1739, loss: 2.1739, grad_norm: 3.8372 2020-10-16 02:38:40,557 - mmaction - INFO - Epoch [75][1020/1743] lr: 1.000e-03, eta: 11:36:50, time: 0.815, data_time: 0.007, memory: 3025, loss_cls: 2.1906, loss: 2.1906, grad_norm: 3.8167 2020-10-16 02:38:56,206 - mmaction - INFO - Epoch [75][1040/1743] lr: 1.000e-03, eta: 11:36:30, time: 0.785, data_time: 0.006, memory: 3025, loss_cls: 2.1472, loss: 2.1472, grad_norm: 3.7469 2020-10-16 02:39:12,890 - mmaction - INFO - Epoch [75][1060/1743] lr: 1.000e-03, eta: 11:36:10, time: 0.833, data_time: 0.003, memory: 3025, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.7830 2020-10-16 02:39:29,044 - mmaction - INFO - Epoch [75][1080/1743] lr: 1.000e-03, eta: 11:35:50, time: 0.811, data_time: 0.004, memory: 3025, loss_cls: 2.1337, loss: 2.1337, grad_norm: 3.8004 2020-10-16 02:39:45,114 - mmaction - INFO - Epoch [75][1100/1743] lr: 1.000e-03, eta: 11:35:31, time: 0.799, data_time: 0.003, memory: 3025, loss_cls: 2.1739, loss: 2.1739, grad_norm: 3.8890 2020-10-16 02:40:01,310 - mmaction - INFO - Epoch [75][1120/1743] lr: 1.000e-03, eta: 11:35:11, time: 0.808, data_time: 0.010, memory: 3025, loss_cls: 2.1774, loss: 2.1774, grad_norm: 3.8271 2020-10-16 02:40:16,952 - mmaction - INFO - Epoch [75][1140/1743] lr: 1.000e-03, eta: 11:34:51, time: 0.784, data_time: 0.012, memory: 3025, loss_cls: 2.2053, loss: 2.2053, grad_norm: 3.8566 2020-10-16 02:40:32,913 - mmaction - INFO - Epoch [75][1160/1743] lr: 1.000e-03, eta: 11:34:31, time: 0.797, data_time: 0.008, memory: 3025, loss_cls: 2.1603, loss: 2.1603, grad_norm: 3.7951 2020-10-16 02:40:49,484 - mmaction - INFO - Epoch [75][1180/1743] lr: 1.000e-03, eta: 11:34:11, time: 0.823, data_time: 0.009, memory: 3025, loss_cls: 2.1611, loss: 2.1611, grad_norm: 3.7687 2020-10-16 02:41:05,812 - mmaction - INFO - Epoch [75][1200/1743] lr: 1.000e-03, eta: 11:33:52, time: 0.822, data_time: 0.011, memory: 3025, loss_cls: 2.1899, loss: 2.1899, grad_norm: 3.8579 2020-10-16 02:41:21,997 - mmaction - INFO - Epoch [75][1220/1743] lr: 1.000e-03, eta: 11:33:32, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.1396, loss: 2.1396, grad_norm: 3.7947 2020-10-16 02:41:38,125 - mmaction - INFO - Epoch [75][1240/1743] lr: 1.000e-03, eta: 11:33:12, time: 0.808, data_time: 0.011, memory: 3025, loss_cls: 2.1919, loss: 2.1919, grad_norm: 3.7481 2020-10-16 02:41:53,855 - mmaction - INFO - Epoch [75][1260/1743] lr: 1.000e-03, eta: 11:32:52, time: 0.790, data_time: 0.007, memory: 3025, loss_cls: 2.1440, loss: 2.1440, grad_norm: 3.7342 2020-10-16 02:42:09,955 - mmaction - INFO - Epoch [75][1280/1743] lr: 1.000e-03, eta: 11:32:32, time: 0.804, data_time: 0.004, memory: 3025, loss_cls: 2.2057, loss: 2.2057, grad_norm: 3.8510 2020-10-16 02:42:25,996 - mmaction - INFO - Epoch [75][1300/1743] lr: 1.000e-03, eta: 11:32:12, time: 0.802, data_time: 0.006, memory: 3025, loss_cls: 2.1450, loss: 2.1450, grad_norm: 3.7787 2020-10-16 02:42:42,222 - mmaction - INFO - Epoch [75][1320/1743] lr: 1.000e-03, eta: 11:31:53, time: 0.814, data_time: 0.010, memory: 3025, loss_cls: 2.1652, loss: 2.1652, grad_norm: 3.7746 2020-10-16 02:42:58,219 - mmaction - INFO - Epoch [75][1340/1743] lr: 1.000e-03, eta: 11:31:33, time: 0.792, data_time: 0.003, memory: 3025, loss_cls: 2.1591, loss: 2.1591, grad_norm: 3.8178 2020-10-16 02:43:14,095 - mmaction - INFO - Epoch [75][1360/1743] lr: 1.000e-03, eta: 11:31:13, time: 0.800, data_time: 0.012, memory: 3025, loss_cls: 2.2025, loss: 2.2025, grad_norm: 3.8758 2020-10-16 02:43:30,330 - mmaction - INFO - Epoch [75][1380/1743] lr: 1.000e-03, eta: 11:30:53, time: 0.811, data_time: 0.006, memory: 3025, loss_cls: 2.2098, loss: 2.2098, grad_norm: 3.9116 2020-10-16 02:43:46,731 - mmaction - INFO - Epoch [75][1400/1743] lr: 1.000e-03, eta: 11:30:33, time: 0.821, data_time: 0.003, memory: 3025, loss_cls: 2.1659, loss: 2.1659, grad_norm: 3.7807 2020-10-16 02:44:03,297 - mmaction - INFO - Epoch [75][1420/1743] lr: 1.000e-03, eta: 11:30:14, time: 0.826, data_time: 0.004, memory: 3025, loss_cls: 2.1888, loss: 2.1888, grad_norm: 3.8097 2020-10-16 02:44:19,118 - mmaction - INFO - Epoch [75][1440/1743] lr: 1.000e-03, eta: 11:29:54, time: 0.793, data_time: 0.012, memory: 3025, loss_cls: 2.1773, loss: 2.1773, grad_norm: 3.7985 2020-10-16 02:44:35,112 - mmaction - INFO - Epoch [75][1460/1743] lr: 1.000e-03, eta: 11:29:34, time: 0.803, data_time: 0.005, memory: 3025, loss_cls: 2.1347, loss: 2.1347, grad_norm: 3.8061 2020-10-16 02:44:51,597 - mmaction - INFO - Epoch [75][1480/1743] lr: 1.000e-03, eta: 11:29:14, time: 0.819, data_time: 0.001, memory: 3025, loss_cls: 2.1675, loss: 2.1675, grad_norm: 3.7304 2020-10-16 02:45:06,411 - mmaction - INFO - Epoch [75][1500/1743] lr: 1.000e-03, eta: 11:28:54, time: 0.743, data_time: 0.006, memory: 3025, loss_cls: 2.2050, loss: 2.2050, grad_norm: 3.8705 2020-10-16 02:45:21,654 - mmaction - INFO - Epoch [75][1520/1743] lr: 1.000e-03, eta: 11:28:34, time: 0.761, data_time: 0.005, memory: 3025, loss_cls: 2.1642, loss: 2.1642, grad_norm: 3.8758 2020-10-16 02:45:37,093 - mmaction - INFO - Epoch [75][1540/1743] lr: 1.000e-03, eta: 11:28:14, time: 0.774, data_time: 0.005, memory: 3025, loss_cls: 2.2012, loss: 2.2012, grad_norm: 3.7574 2020-10-16 02:45:53,505 - mmaction - INFO - Epoch [75][1560/1743] lr: 1.000e-03, eta: 11:27:54, time: 0.818, data_time: 0.007, memory: 3025, loss_cls: 2.1747, loss: 2.1747, grad_norm: 3.7717 2020-10-16 02:46:09,393 - mmaction - INFO - Epoch [75][1580/1743] lr: 1.000e-03, eta: 11:27:35, time: 0.792, data_time: 0.006, memory: 3025, loss_cls: 2.1998, loss: 2.1998, grad_norm: 3.7969 2020-10-16 02:46:25,452 - mmaction - INFO - Epoch [75][1600/1743] lr: 1.000e-03, eta: 11:27:15, time: 0.806, data_time: 0.008, memory: 3025, loss_cls: 2.2145, loss: 2.2145, grad_norm: 3.8366 2020-10-16 02:46:41,886 - mmaction - INFO - Epoch [75][1620/1743] lr: 1.000e-03, eta: 11:26:55, time: 0.814, data_time: 0.005, memory: 3025, loss_cls: 2.1704, loss: 2.1704, grad_norm: 3.8079 2020-10-16 02:46:57,911 - mmaction - INFO - Epoch [75][1640/1743] lr: 1.000e-03, eta: 11:26:35, time: 0.809, data_time: 0.012, memory: 3025, loss_cls: 2.1571, loss: 2.1571, grad_norm: 3.8814 2020-10-16 02:47:13,333 - mmaction - INFO - Epoch [75][1660/1743] lr: 1.000e-03, eta: 11:26:15, time: 0.768, data_time: 0.006, memory: 3025, loss_cls: 2.1955, loss: 2.1955, grad_norm: 3.8365 2020-10-16 02:47:29,413 - mmaction - INFO - Epoch [75][1680/1743] lr: 1.000e-03, eta: 11:25:55, time: 0.810, data_time: 0.011, memory: 3025, loss_cls: 2.1633, loss: 2.1633, grad_norm: 3.7880 2020-10-16 02:47:46,255 - mmaction - INFO - Epoch [75][1700/1743] lr: 1.000e-03, eta: 11:25:36, time: 0.831, data_time: 0.002, memory: 3025, loss_cls: 2.1897, loss: 2.1897, grad_norm: 3.8303 2020-10-16 02:48:01,922 - mmaction - INFO - Epoch [75][1720/1743] lr: 1.000e-03, eta: 11:25:16, time: 0.791, data_time: 0.014, memory: 3025, loss_cls: 2.1416, loss: 2.1416, grad_norm: 3.6879 2020-10-16 02:48:18,398 - mmaction - INFO - Epoch [75][1740/1743] lr: 1.000e-03, eta: 11:24:56, time: 0.817, data_time: 0.007, memory: 3025, loss_cls: 2.1706, loss: 2.1706, grad_norm: 3.8564 2020-10-16 02:48:22,961 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-10-16 02:50:17,823 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-16 02:50:23,710 - mmaction - INFO - mean_average_precision 0.7214 2020-10-16 02:50:23,819 - mmaction - INFO - Epoch(val) [75][1743] mean_average_precision: 0.7214 2020-10-16 02:50:49,786 - mmaction - INFO - Epoch [76][20/1743] lr: 1.000e-03, eta: 11:24:36, time: 1.298, data_time: 0.856, memory: 3025, loss_cls: 2.1990, loss: 2.1990, grad_norm: 3.9181 2020-10-16 02:51:06,291 - mmaction - INFO - Epoch [76][40/1743] lr: 1.000e-03, eta: 11:24:16, time: 0.822, data_time: 0.295, memory: 3025, loss_cls: 2.1716, loss: 2.1716, grad_norm: 3.7877 2020-10-16 02:51:23,276 - mmaction - INFO - Epoch [76][60/1743] lr: 1.000e-03, eta: 11:23:57, time: 0.849, data_time: 0.038, memory: 3025, loss_cls: 2.1555, loss: 2.1555, grad_norm: 3.7701 2020-10-16 02:51:40,242 - mmaction - INFO - Epoch [76][80/1743] lr: 1.000e-03, eta: 11:23:37, time: 0.849, data_time: 0.006, memory: 3025, loss_cls: 2.1959, loss: 2.1959, grad_norm: 3.7268 2020-10-16 02:51:56,622 - mmaction - INFO - Epoch [76][100/1743] lr: 1.000e-03, eta: 11:23:18, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.1611, loss: 2.1611, grad_norm: 3.7624 2020-10-16 02:52:12,091 - mmaction - INFO - Epoch [76][120/1743] lr: 1.000e-03, eta: 11:22:58, time: 0.778, data_time: 0.011, memory: 3025, loss_cls: 2.1674, loss: 2.1674, grad_norm: 3.7535 2020-10-16 02:52:27,336 - mmaction - INFO - Epoch [76][140/1743] lr: 1.000e-03, eta: 11:22:38, time: 0.759, data_time: 0.005, memory: 3025, loss_cls: 2.1748, loss: 2.1748, grad_norm: 3.8383 2020-10-16 02:52:43,893 - mmaction - INFO - Epoch [76][160/1743] lr: 1.000e-03, eta: 11:22:18, time: 0.833, data_time: 0.009, memory: 3025, loss_cls: 2.1773, loss: 2.1773, grad_norm: 3.8084 2020-10-16 02:53:00,038 - mmaction - INFO - Epoch [76][180/1743] lr: 1.000e-03, eta: 11:21:58, time: 0.807, data_time: 0.005, memory: 3025, loss_cls: 2.1584, loss: 2.1584, grad_norm: 3.7982 2020-10-16 02:53:16,246 - mmaction - INFO - Epoch [76][200/1743] lr: 1.000e-03, eta: 11:21:39, time: 0.813, data_time: 0.020, memory: 3025, loss_cls: 2.1600, loss: 2.1600, grad_norm: 3.8269 2020-10-16 02:53:32,418 - mmaction - INFO - Epoch [76][220/1743] lr: 1.000e-03, eta: 11:21:19, time: 0.805, data_time: 0.004, memory: 3025, loss_cls: 2.1568, loss: 2.1568, grad_norm: 3.7904 2020-10-16 02:53:48,710 - mmaction - INFO - Epoch [76][240/1743] lr: 1.000e-03, eta: 11:20:59, time: 0.814, data_time: 0.005, memory: 3025, loss_cls: 2.1819, loss: 2.1819, grad_norm: 3.8325 2020-10-16 02:54:04,982 - mmaction - INFO - Epoch [76][260/1743] lr: 1.000e-03, eta: 11:20:39, time: 0.816, data_time: 0.011, memory: 3025, loss_cls: 2.1861, loss: 2.1861, grad_norm: 3.8642 2020-10-16 02:54:21,646 - mmaction - INFO - Epoch [76][280/1743] lr: 1.000e-03, eta: 11:20:20, time: 0.822, data_time: 0.005, memory: 3025, loss_cls: 2.1482, loss: 2.1482, grad_norm: 3.7693 2020-10-16 02:54:37,648 - mmaction - INFO - Epoch [76][300/1743] lr: 1.000e-03, eta: 11:20:00, time: 0.802, data_time: 0.017, memory: 3025, loss_cls: 2.1531, loss: 2.1531, grad_norm: 3.8436 2020-10-16 02:54:52,693 - mmaction - INFO - Epoch [76][320/1743] lr: 1.000e-03, eta: 11:19:40, time: 0.759, data_time: 0.012, memory: 3025, loss_cls: 2.1773, loss: 2.1773, grad_norm: 3.8572 2020-10-16 02:55:08,264 - mmaction - INFO - Epoch [76][340/1743] lr: 1.000e-03, eta: 11:19:20, time: 0.782, data_time: 0.005, memory: 3025, loss_cls: 2.1681, loss: 2.1681, grad_norm: 3.7543 2020-10-16 02:55:24,048 - mmaction - INFO - Epoch [76][360/1743] lr: 1.000e-03, eta: 11:19:00, time: 0.785, data_time: 0.001, memory: 3025, loss_cls: 2.1589, loss: 2.1589, grad_norm: 3.7654 2020-10-16 02:55:40,052 - mmaction - INFO - Epoch [76][380/1743] lr: 1.000e-03, eta: 11:18:40, time: 0.804, data_time: 0.006, memory: 3025, loss_cls: 2.1558, loss: 2.1558, grad_norm: 3.8063 2020-10-16 02:55:55,622 - mmaction - INFO - Epoch [76][400/1743] lr: 1.000e-03, eta: 11:18:20, time: 0.772, data_time: 0.005, memory: 3025, loss_cls: 2.2024, loss: 2.2024, grad_norm: 3.8678 2020-10-16 02:56:11,749 - mmaction - INFO - Epoch [76][420/1743] lr: 1.000e-03, eta: 11:18:01, time: 0.811, data_time: 0.012, memory: 3025, loss_cls: 2.1896, loss: 2.1896, grad_norm: 3.7668 2020-10-16 02:56:27,912 - mmaction - INFO - Epoch [76][440/1743] lr: 1.000e-03, eta: 11:17:41, time: 0.808, data_time: 0.006, memory: 3025, loss_cls: 2.2021, loss: 2.2021, grad_norm: 3.8241 2020-10-16 02:56:43,869 - mmaction - INFO - Epoch [76][460/1743] lr: 1.000e-03, eta: 11:17:21, time: 0.796, data_time: 0.005, memory: 3025, loss_cls: 2.1905, loss: 2.1905, grad_norm: 3.8702 2020-10-16 02:56:59,566 - mmaction - INFO - Epoch [76][480/1743] lr: 1.000e-03, eta: 11:17:01, time: 0.782, data_time: 0.007, memory: 3025, loss_cls: 2.1402, loss: 2.1402, grad_norm: 3.7546 2020-10-16 02:57:15,686 - mmaction - INFO - Epoch [76][500/1743] lr: 1.000e-03, eta: 11:16:41, time: 0.808, data_time: 0.009, memory: 3025, loss_cls: 2.2461, loss: 2.2461, grad_norm: 3.8498 2020-10-16 02:57:31,655 - mmaction - INFO - Epoch [76][520/1743] lr: 1.000e-03, eta: 11:16:22, time: 0.796, data_time: 0.007, memory: 3025, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.8860 2020-10-16 02:57:47,802 - mmaction - INFO - Epoch [76][540/1743] lr: 1.000e-03, eta: 11:16:02, time: 0.811, data_time: 0.010, memory: 3025, loss_cls: 2.2152, loss: 2.2152, grad_norm: 3.8403 2020-10-16 02:58:03,956 - mmaction - INFO - Epoch [76][560/1743] lr: 1.000e-03, eta: 11:15:42, time: 0.811, data_time: 0.008, memory: 3025, loss_cls: 2.1662, loss: 2.1662, grad_norm: 3.8370 2020-10-16 02:58:19,937 - mmaction - INFO - Epoch [76][580/1743] lr: 1.000e-03, eta: 11:15:22, time: 0.796, data_time: 0.002, memory: 3025, loss_cls: 2.1776, loss: 2.1776, grad_norm: 3.8657 2020-10-16 02:58:35,661 - mmaction - INFO - Epoch [76][600/1743] lr: 1.000e-03, eta: 11:15:02, time: 0.789, data_time: 0.005, memory: 3025, loss_cls: 2.1355, loss: 2.1355, grad_norm: 3.7489 2020-10-16 02:58:51,934 - mmaction - INFO - Epoch [76][620/1743] lr: 1.000e-03, eta: 11:14:43, time: 0.806, data_time: 0.001, memory: 3025, loss_cls: 2.1405, loss: 2.1405, grad_norm: 3.8179 2020-10-16 02:59:08,408 - mmaction - INFO - Epoch [76][640/1743] lr: 1.000e-03, eta: 11:14:23, time: 0.829, data_time: 0.011, memory: 3025, loss_cls: 2.1949, loss: 2.1949, grad_norm: 3.7799 2020-10-16 02:59:25,226 - mmaction - INFO - Epoch [76][660/1743] lr: 1.000e-03, eta: 11:14:04, time: 0.843, data_time: 0.004, memory: 3025, loss_cls: 2.1727, loss: 2.1727, grad_norm: 3.8135 2020-10-16 02:59:41,343 - mmaction - INFO - Epoch [76][680/1743] lr: 1.000e-03, eta: 11:13:44, time: 0.801, data_time: 0.005, memory: 3025, loss_cls: 2.2004, loss: 2.2004, grad_norm: 3.9702 2020-10-16 02:59:58,100 - mmaction - INFO - Epoch [76][700/1743] lr: 1.000e-03, eta: 11:13:24, time: 0.841, data_time: 0.010, memory: 3025, loss_cls: 2.1355, loss: 2.1355, grad_norm: 3.7521 2020-10-16 03:00:14,829 - mmaction - INFO - Epoch [76][720/1743] lr: 1.000e-03, eta: 11:13:05, time: 0.835, data_time: 0.006, memory: 3025, loss_cls: 2.1748, loss: 2.1748, grad_norm: 3.8298 2020-10-16 03:00:31,406 - mmaction - INFO - Epoch [76][740/1743] lr: 1.000e-03, eta: 11:12:45, time: 0.829, data_time: 0.007, memory: 3025, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.8392 2020-10-16 03:00:48,224 - mmaction - INFO - Epoch [76][760/1743] lr: 1.000e-03, eta: 11:12:26, time: 0.840, data_time: 0.008, memory: 3025, loss_cls: 2.1755, loss: 2.1755, grad_norm: 3.8468 2020-10-16 03:01:05,062 - mmaction - INFO - Epoch [76][780/1743] lr: 1.000e-03, eta: 11:12:06, time: 0.840, data_time: 0.007, memory: 3025, loss_cls: 2.1567, loss: 2.1567, grad_norm: 3.7838 2020-10-16 03:01:21,527 - mmaction - INFO - Epoch [76][800/1743] lr: 1.000e-03, eta: 11:11:47, time: 0.824, data_time: 0.008, memory: 3025, loss_cls: 2.1652, loss: 2.1652, grad_norm: 3.8457 2020-10-16 03:01:37,692 - mmaction - INFO - Epoch [76][820/1743] lr: 1.000e-03, eta: 11:11:27, time: 0.807, data_time: 0.007, memory: 3025, loss_cls: 2.1938, loss: 2.1938, grad_norm: 3.8330 2020-10-16 03:01:54,014 - mmaction - INFO - Epoch [76][840/1743] lr: 1.000e-03, eta: 11:11:07, time: 0.817, data_time: 0.008, memory: 3025, loss_cls: 2.1720, loss: 2.1720, grad_norm: 3.8272 2020-10-16 03:02:10,381 - mmaction - INFO - Epoch [76][860/1743] lr: 1.000e-03, eta: 11:10:48, time: 0.819, data_time: 0.007, memory: 3025, loss_cls: 2.2056, loss: 2.2056, grad_norm: 3.8233 2020-10-16 03:02:27,147 - mmaction - INFO - Epoch [76][880/1743] lr: 1.000e-03, eta: 11:10:28, time: 0.840, data_time: 0.007, memory: 3025, loss_cls: 2.1689, loss: 2.1689, grad_norm: 3.7656 2020-10-16 03:02:43,206 - mmaction - INFO - Epoch [76][900/1743] lr: 1.000e-03, eta: 11:10:08, time: 0.804, data_time: 0.005, memory: 3025, loss_cls: 2.1538, loss: 2.1538, grad_norm: 3.8373 2020-10-16 03:02:59,360 - mmaction - INFO - Epoch [76][920/1743] lr: 1.000e-03, eta: 11:09:49, time: 0.804, data_time: 0.004, memory: 3025, loss_cls: 2.1770, loss: 2.1770, grad_norm: 3.8663 2020-10-16 03:03:15,687 - mmaction - INFO - Epoch [76][940/1743] lr: 1.000e-03, eta: 11:09:29, time: 0.818, data_time: 0.009, memory: 3025, loss_cls: 2.1418, loss: 2.1418, grad_norm: 3.7897 2020-10-16 03:03:32,046 - mmaction - INFO - Epoch [76][960/1743] lr: 1.000e-03, eta: 11:09:09, time: 0.818, data_time: 0.008, memory: 3025, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.9299 2020-10-16 03:03:48,542 - mmaction - INFO - Epoch [76][980/1743] lr: 1.000e-03, eta: 11:08:50, time: 0.827, data_time: 0.018, memory: 3025, loss_cls: 2.1996, loss: 2.1996, grad_norm: 3.8379 2020-10-16 03:04:05,562 - mmaction - INFO - Epoch [76][1000/1743] lr: 1.000e-03, eta: 11:08:30, time: 0.851, data_time: 0.005, memory: 3025, loss_cls: 2.1970, loss: 2.1970, grad_norm: 3.8700 2020-10-16 03:04:20,749 - mmaction - INFO - Epoch [76][1020/1743] lr: 1.000e-03, eta: 11:08:10, time: 0.759, data_time: 0.004, memory: 3025, loss_cls: 2.1656, loss: 2.1656, grad_norm: 3.7620 2020-10-16 03:04:37,595 - mmaction - INFO - Epoch [76][1040/1743] lr: 1.000e-03, eta: 11:07:51, time: 0.842, data_time: 0.005, memory: 3025, loss_cls: 2.1808, loss: 2.1808, grad_norm: 3.8854 2020-10-16 03:04:53,536 - mmaction - INFO - Epoch [76][1060/1743] lr: 1.000e-03, eta: 11:07:31, time: 0.796, data_time: 0.005, memory: 3025, loss_cls: 2.1483, loss: 2.1483, grad_norm: 3.7679 2020-10-16 03:05:10,213 - mmaction - INFO - Epoch [76][1080/1743] lr: 1.000e-03, eta: 11:07:11, time: 0.829, data_time: 0.007, memory: 3025, loss_cls: 2.1632, loss: 2.1632, grad_norm: 3.7968 2020-10-16 03:05:26,353 - mmaction - INFO - Epoch [76][1100/1743] lr: 1.000e-03, eta: 11:06:52, time: 0.814, data_time: 0.010, memory: 3025, loss_cls: 2.1891, loss: 2.1891, grad_norm: 3.8393 2020-10-16 03:05:42,598 - mmaction - INFO - Epoch [76][1120/1743] lr: 1.000e-03, eta: 11:06:32, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.1833, loss: 2.1833, grad_norm: 3.8770 2020-10-16 03:05:58,443 - mmaction - INFO - Epoch [76][1140/1743] lr: 1.000e-03, eta: 11:06:12, time: 0.792, data_time: 0.010, memory: 3025, loss_cls: 2.2115, loss: 2.2115, grad_norm: 3.8397 2020-10-16 03:06:14,287 - mmaction - INFO - Epoch [76][1160/1743] lr: 1.000e-03, eta: 11:05:52, time: 0.796, data_time: 0.008, memory: 3025, loss_cls: 2.1870, loss: 2.1870, grad_norm: 3.7764 2020-10-16 03:06:29,922 - mmaction - INFO - Epoch [76][1180/1743] lr: 1.000e-03, eta: 11:05:33, time: 0.780, data_time: 0.010, memory: 3025, loss_cls: 2.1748, loss: 2.1748, grad_norm: 3.8430 2020-10-16 03:06:46,622 - mmaction - INFO - Epoch [76][1200/1743] lr: 1.000e-03, eta: 11:05:13, time: 0.822, data_time: 0.004, memory: 3025, loss_cls: 2.1893, loss: 2.1893, grad_norm: 3.7750 2020-10-16 03:07:02,840 - mmaction - INFO - Epoch [76][1220/1743] lr: 1.000e-03, eta: 11:04:53, time: 0.819, data_time: 0.016, memory: 3025, loss_cls: 2.1825, loss: 2.1825, grad_norm: 3.8139 2020-10-16 03:07:19,039 - mmaction - INFO - Epoch [76][1240/1743] lr: 1.000e-03, eta: 11:04:34, time: 0.810, data_time: 0.008, memory: 3025, loss_cls: 2.1925, loss: 2.1925, grad_norm: 3.8438 2020-10-16 03:07:34,605 - mmaction - INFO - Epoch [76][1260/1743] lr: 1.000e-03, eta: 11:04:14, time: 0.784, data_time: 0.011, memory: 3025, loss_cls: 2.2081, loss: 2.2081, grad_norm: 3.8619 2020-10-16 03:07:49,874 - mmaction - INFO - Epoch [76][1280/1743] lr: 1.000e-03, eta: 11:03:54, time: 0.764, data_time: 0.002, memory: 3025, loss_cls: 2.1500, loss: 2.1500, grad_norm: 3.8278 2020-10-16 03:08:05,501 - mmaction - INFO - Epoch [76][1300/1743] lr: 1.000e-03, eta: 11:03:34, time: 0.779, data_time: 0.001, memory: 3025, loss_cls: 2.1648, loss: 2.1648, grad_norm: 3.8783 2020-10-16 03:08:21,653 - mmaction - INFO - Epoch [76][1320/1743] lr: 1.000e-03, eta: 11:03:14, time: 0.803, data_time: 0.004, memory: 3025, loss_cls: 2.1600, loss: 2.1600, grad_norm: 3.8783 2020-10-16 03:08:38,621 - mmaction - INFO - Epoch [76][1340/1743] lr: 1.000e-03, eta: 11:02:55, time: 0.853, data_time: 0.009, memory: 3025, loss_cls: 2.1923, loss: 2.1923, grad_norm: 3.7992 2020-10-16 03:08:55,078 - mmaction - INFO - Epoch [76][1360/1743] lr: 1.000e-03, eta: 11:02:35, time: 0.824, data_time: 0.004, memory: 3025, loss_cls: 2.1832, loss: 2.1832, grad_norm: 3.8842 2020-10-16 03:09:10,811 - mmaction - INFO - Epoch [76][1380/1743] lr: 1.000e-03, eta: 11:02:15, time: 0.782, data_time: 0.003, memory: 3025, loss_cls: 2.1538, loss: 2.1538, grad_norm: 3.7954 2020-10-16 03:09:27,060 - mmaction - INFO - Epoch [76][1400/1743] lr: 1.000e-03, eta: 11:01:56, time: 0.812, data_time: 0.007, memory: 3025, loss_cls: 2.1141, loss: 2.1141, grad_norm: 3.7639 2020-10-16 03:09:43,680 - mmaction - INFO - Epoch [76][1420/1743] lr: 1.000e-03, eta: 11:01:36, time: 0.833, data_time: 0.010, memory: 3025, loss_cls: 2.1626, loss: 2.1626, grad_norm: 3.8327 2020-10-16 03:10:00,115 - mmaction - INFO - Epoch [76][1440/1743] lr: 1.000e-03, eta: 11:01:17, time: 0.819, data_time: 0.007, memory: 3025, loss_cls: 2.1433, loss: 2.1433, grad_norm: 3.7926 2020-10-16 03:10:16,777 - mmaction - INFO - Epoch [76][1460/1743] lr: 1.000e-03, eta: 11:00:57, time: 0.837, data_time: 0.016, memory: 3025, loss_cls: 2.1652, loss: 2.1652, grad_norm: 3.8398 2020-10-16 03:10:32,923 - mmaction - INFO - Epoch [76][1480/1743] lr: 1.000e-03, eta: 11:00:37, time: 0.802, data_time: 0.007, memory: 3025, loss_cls: 2.1504, loss: 2.1504, grad_norm: 3.7920 2020-10-16 03:10:49,572 - mmaction - INFO - Epoch [76][1500/1743] lr: 1.000e-03, eta: 11:00:18, time: 0.837, data_time: 0.010, memory: 3025, loss_cls: 2.1795, loss: 2.1795, grad_norm: 3.8464 2020-10-16 03:11:05,878 - mmaction - INFO - Epoch [76][1520/1743] lr: 1.000e-03, eta: 10:59:58, time: 0.812, data_time: 0.007, memory: 3025, loss_cls: 2.1842, loss: 2.1842, grad_norm: 3.8068 2020-10-16 03:11:22,396 - mmaction - INFO - Epoch [76][1540/1743] lr: 1.000e-03, eta: 10:59:39, time: 0.830, data_time: 0.013, memory: 3025, loss_cls: 2.2046, loss: 2.2046, grad_norm: 3.9166 2020-10-16 03:11:38,670 - mmaction - INFO - Epoch [76][1560/1743] lr: 1.000e-03, eta: 10:59:19, time: 0.812, data_time: 0.008, memory: 3025, loss_cls: 2.1634, loss: 2.1634, grad_norm: 3.7932 2020-10-16 03:11:55,416 - mmaction - INFO - Epoch [76][1580/1743] lr: 1.000e-03, eta: 10:58:59, time: 0.840, data_time: 0.007, memory: 3025, loss_cls: 2.1850, loss: 2.1850, grad_norm: 3.8664 2020-10-16 03:12:12,151 - mmaction - INFO - Epoch [76][1600/1743] lr: 1.000e-03, eta: 10:58:40, time: 0.835, data_time: 0.005, memory: 3025, loss_cls: 2.1748, loss: 2.1748, grad_norm: 3.8763 2020-10-16 03:12:28,031 - mmaction - INFO - Epoch [76][1620/1743] lr: 1.000e-03, eta: 10:58:20, time: 0.799, data_time: 0.010, memory: 3025, loss_cls: 2.1569, loss: 2.1569, grad_norm: 3.8787 2020-10-16 03:12:43,723 - mmaction - INFO - Epoch [76][1640/1743] lr: 1.000e-03, eta: 10:58:00, time: 0.777, data_time: 0.002, memory: 3025, loss_cls: 2.1571, loss: 2.1571, grad_norm: 3.8255 2020-10-16 03:12:59,733 - mmaction - INFO - Epoch [76][1660/1743] lr: 1.000e-03, eta: 10:57:41, time: 0.800, data_time: 0.015, memory: 3025, loss_cls: 2.2255, loss: 2.2255, grad_norm: 3.9055 2020-10-16 03:13:15,784 - mmaction - INFO - Epoch [76][1680/1743] lr: 1.000e-03, eta: 10:57:21, time: 0.806, data_time: 0.009, memory: 3025, loss_cls: 2.1637, loss: 2.1637, grad_norm: 3.8321 2020-10-16 03:13:32,087 - mmaction - INFO - Epoch [76][1700/1743] lr: 1.000e-03, eta: 10:57:01, time: 0.820, data_time: 0.005, memory: 3025, loss_cls: 2.1554, loss: 2.1554, grad_norm: 3.7622 2020-10-16 03:13:48,569 - mmaction - INFO - Epoch [76][1720/1743] lr: 1.000e-03, eta: 10:56:42, time: 0.824, data_time: 0.002, memory: 3025, loss_cls: 2.1689, loss: 2.1689, grad_norm: 3.7515 2020-10-16 03:14:05,319 - mmaction - INFO - Epoch [76][1740/1743] lr: 1.000e-03, eta: 10:56:22, time: 0.837, data_time: 0.004, memory: 3025, loss_cls: 2.1659, loss: 2.1659, grad_norm: 3.7811 2020-10-16 03:15:03,752 - mmaction - INFO - Epoch [77][20/1743] lr: 1.000e-03, eta: 10:56:11, time: 2.753, data_time: 2.121, memory: 3025, loss_cls: 2.1672, loss: 2.1672, grad_norm: 3.8407 2020-10-16 03:15:21,363 - mmaction - INFO - Epoch [77][40/1743] lr: 1.000e-03, eta: 10:55:52, time: 0.880, data_time: 0.082, memory: 3025, loss_cls: 2.1746, loss: 2.1746, grad_norm: 3.7098 2020-10-16 03:15:37,740 - mmaction - INFO - Epoch [77][60/1743] lr: 1.000e-03, eta: 10:55:32, time: 0.817, data_time: 0.005, memory: 3025, loss_cls: 2.1466, loss: 2.1466, grad_norm: 3.7541 2020-10-16 03:15:54,378 - mmaction - INFO - Epoch [77][80/1743] lr: 1.000e-03, eta: 10:55:13, time: 0.834, data_time: 0.007, memory: 3025, loss_cls: 2.1573, loss: 2.1573, grad_norm: 3.8474 2020-10-16 03:16:11,449 - mmaction - INFO - Epoch [77][100/1743] lr: 1.000e-03, eta: 10:54:53, time: 0.851, data_time: 0.003, memory: 3025, loss_cls: 2.1537, loss: 2.1537, grad_norm: 3.8235 2020-10-16 03:16:27,367 - mmaction - INFO - Epoch [77][120/1743] lr: 1.000e-03, eta: 10:54:34, time: 0.795, data_time: 0.007, memory: 3025, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.8315 2020-10-16 03:16:43,770 - mmaction - INFO - Epoch [77][140/1743] lr: 1.000e-03, eta: 10:54:14, time: 0.818, data_time: 0.010, memory: 3025, loss_cls: 2.1750, loss: 2.1750, grad_norm: 3.8744 2020-10-16 03:17:00,326 - mmaction - INFO - Epoch [77][160/1743] lr: 1.000e-03, eta: 10:53:55, time: 0.833, data_time: 0.009, memory: 3025, loss_cls: 2.1736, loss: 2.1736, grad_norm: 3.8215 2020-10-16 03:17:17,251 - mmaction - INFO - Epoch [77][180/1743] lr: 1.000e-03, eta: 10:53:35, time: 0.844, data_time: 0.009, memory: 3025, loss_cls: 2.1716, loss: 2.1716, grad_norm: 3.8592 2020-10-16 03:17:33,381 - mmaction - INFO - Epoch [77][200/1743] lr: 1.000e-03, eta: 10:53:15, time: 0.803, data_time: 0.007, memory: 3025, loss_cls: 2.1482, loss: 2.1482, grad_norm: 3.8102 2020-10-16 03:17:49,816 - mmaction - INFO - Epoch [77][220/1743] lr: 1.000e-03, eta: 10:52:56, time: 0.822, data_time: 0.009, memory: 3025, loss_cls: 2.1607, loss: 2.1607, grad_norm: 3.8352 2020-10-16 03:18:06,095 - mmaction - INFO - Epoch [77][240/1743] lr: 1.000e-03, eta: 10:52:36, time: 0.815, data_time: 0.008, memory: 3025, loss_cls: 2.1224, loss: 2.1224, grad_norm: 3.7885 2020-10-16 03:18:22,064 - mmaction - INFO - Epoch [77][260/1743] lr: 1.000e-03, eta: 10:52:17, time: 0.801, data_time: 0.009, memory: 3025, loss_cls: 2.1713, loss: 2.1713, grad_norm: 3.8796 2020-10-16 03:18:38,404 - mmaction - INFO - Epoch [77][280/1743] lr: 1.000e-03, eta: 10:51:57, time: 0.814, data_time: 0.004, memory: 3025, loss_cls: 2.1826, loss: 2.1826, grad_norm: 3.9160 2020-10-16 03:18:54,650 - mmaction - INFO - Epoch [77][300/1743] lr: 1.000e-03, eta: 10:51:37, time: 0.814, data_time: 0.008, memory: 3025, loss_cls: 2.1743, loss: 2.1743, grad_norm: 3.7793 2020-10-16 03:19:10,999 - mmaction - INFO - Epoch [77][320/1743] lr: 1.000e-03, eta: 10:51:18, time: 0.822, data_time: 0.006, memory: 3025, loss_cls: 2.2162, loss: 2.2162, grad_norm: 3.8497 2020-10-16 03:19:27,122 - mmaction - INFO - Epoch [77][340/1743] lr: 1.000e-03, eta: 10:50:58, time: 0.799, data_time: 0.001, memory: 3025, loss_cls: 2.2112, loss: 2.2112, grad_norm: 3.8067 2020-10-16 03:19:43,299 - mmaction - INFO - Epoch [77][360/1743] lr: 1.000e-03, eta: 10:50:38, time: 0.812, data_time: 0.011, memory: 3025, loss_cls: 2.1607, loss: 2.1607, grad_norm: 3.8599 2020-10-16 03:19:59,486 - mmaction - INFO - Epoch [77][380/1743] lr: 1.000e-03, eta: 10:50:19, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.1822, loss: 2.1822, grad_norm: 3.8414 2020-10-16 03:20:15,326 - mmaction - INFO - Epoch [77][400/1743] lr: 1.000e-03, eta: 10:49:59, time: 0.796, data_time: 0.008, memory: 3025, loss_cls: 2.1696, loss: 2.1696, grad_norm: 3.8771 2020-10-16 03:20:31,444 - mmaction - INFO - Epoch [77][420/1743] lr: 1.000e-03, eta: 10:49:39, time: 0.807, data_time: 0.003, memory: 3025, loss_cls: 2.1469, loss: 2.1469, grad_norm: 3.8480 2020-10-16 03:20:48,602 - mmaction - INFO - Epoch [77][440/1743] lr: 1.000e-03, eta: 10:49:20, time: 0.855, data_time: 0.003, memory: 3025, loss_cls: 2.1311, loss: 2.1311, grad_norm: 3.8069 2020-10-16 03:21:04,968 - mmaction - INFO - Epoch [77][460/1743] lr: 1.000e-03, eta: 10:49:00, time: 0.818, data_time: 0.005, memory: 3025, loss_cls: 2.1684, loss: 2.1684, grad_norm: 3.8614 2020-10-16 03:21:20,882 - mmaction - INFO - Epoch [77][480/1743] lr: 1.000e-03, eta: 10:48:41, time: 0.794, data_time: 0.006, memory: 3025, loss_cls: 2.2155, loss: 2.2155, grad_norm: 3.8884 2020-10-16 03:21:37,257 - mmaction - INFO - Epoch [77][500/1743] lr: 1.000e-03, eta: 10:48:21, time: 0.817, data_time: 0.008, memory: 3025, loss_cls: 2.1893, loss: 2.1893, grad_norm: 3.8878 2020-10-16 03:21:53,877 - mmaction - INFO - Epoch [77][520/1743] lr: 1.000e-03, eta: 10:48:02, time: 0.837, data_time: 0.011, memory: 3025, loss_cls: 2.1831, loss: 2.1831, grad_norm: 3.7940 2020-10-16 03:22:10,579 - mmaction - INFO - Epoch [77][540/1743] lr: 1.000e-03, eta: 10:47:42, time: 0.833, data_time: 0.003, memory: 3025, loss_cls: 2.1593, loss: 2.1593, grad_norm: 3.8016 2020-10-16 03:22:27,105 - mmaction - INFO - Epoch [77][560/1743] lr: 1.000e-03, eta: 10:47:22, time: 0.828, data_time: 0.005, memory: 3025, loss_cls: 2.1752, loss: 2.1752, grad_norm: 3.8373 2020-10-16 03:22:43,911 - mmaction - INFO - Epoch [77][580/1743] lr: 1.000e-03, eta: 10:47:03, time: 0.839, data_time: 0.002, memory: 3025, loss_cls: 2.1589, loss: 2.1589, grad_norm: 3.8262 2020-10-16 03:23:00,525 - mmaction - INFO - Epoch [77][600/1743] lr: 1.000e-03, eta: 10:46:44, time: 0.831, data_time: 0.003, memory: 3025, loss_cls: 2.1738, loss: 2.1738, grad_norm: 3.8539 2020-10-16 03:23:16,618 - mmaction - INFO - Epoch [77][620/1743] lr: 1.000e-03, eta: 10:46:24, time: 0.799, data_time: 0.004, memory: 3025, loss_cls: 2.1785, loss: 2.1785, grad_norm: 3.7993 2020-10-16 03:23:32,576 - mmaction - INFO - Epoch [77][640/1743] lr: 1.000e-03, eta: 10:46:04, time: 0.803, data_time: 0.009, memory: 3025, loss_cls: 2.1736, loss: 2.1736, grad_norm: 3.8625 2020-10-16 03:23:49,186 - mmaction - INFO - Epoch [77][660/1743] lr: 1.000e-03, eta: 10:45:45, time: 0.830, data_time: 0.003, memory: 3025, loss_cls: 2.1928, loss: 2.1928, grad_norm: 3.9316 2020-10-16 03:24:05,429 - mmaction - INFO - Epoch [77][680/1743] lr: 1.000e-03, eta: 10:45:25, time: 0.812, data_time: 0.004, memory: 3025, loss_cls: 2.1647, loss: 2.1647, grad_norm: 3.8446 2020-10-16 03:24:21,803 - mmaction - INFO - Epoch [77][700/1743] lr: 1.000e-03, eta: 10:45:05, time: 0.821, data_time: 0.006, memory: 3025, loss_cls: 2.1291, loss: 2.1291, grad_norm: 3.8054 2020-10-16 03:24:37,711 - mmaction - INFO - Epoch [77][720/1743] lr: 1.000e-03, eta: 10:44:46, time: 0.791, data_time: 0.003, memory: 3025, loss_cls: 2.1632, loss: 2.1632, grad_norm: 3.8043 2020-10-16 03:24:55,050 - mmaction - INFO - Epoch [77][740/1743] lr: 1.000e-03, eta: 10:44:26, time: 0.866, data_time: 0.007, memory: 3025, loss_cls: 2.1805, loss: 2.1805, grad_norm: 3.7930 2020-10-16 03:25:11,167 - mmaction - INFO - Epoch [77][760/1743] lr: 1.000e-03, eta: 10:44:07, time: 0.811, data_time: 0.008, memory: 3025, loss_cls: 2.1669, loss: 2.1669, grad_norm: 3.7843 2020-10-16 03:25:27,166 - mmaction - INFO - Epoch [77][780/1743] lr: 1.000e-03, eta: 10:43:47, time: 0.794, data_time: 0.003, memory: 3025, loss_cls: 2.1725, loss: 2.1725, grad_norm: 3.8268 2020-10-16 03:25:43,224 - mmaction - INFO - Epoch [77][800/1743] lr: 1.000e-03, eta: 10:43:27, time: 0.803, data_time: 0.008, memory: 3025, loss_cls: 2.1565, loss: 2.1565, grad_norm: 3.8784 2020-10-16 03:25:59,285 - mmaction - INFO - Epoch [77][820/1743] lr: 1.000e-03, eta: 10:43:08, time: 0.805, data_time: 0.008, memory: 3025, loss_cls: 2.1872, loss: 2.1872, grad_norm: 3.9074 2020-10-16 03:26:15,770 - mmaction - INFO - Epoch [77][840/1743] lr: 1.000e-03, eta: 10:42:48, time: 0.824, data_time: 0.013, memory: 3025, loss_cls: 2.1699, loss: 2.1699, grad_norm: 3.8197 2020-10-16 03:26:32,128 - mmaction - INFO - Epoch [77][860/1743] lr: 1.000e-03, eta: 10:42:29, time: 0.817, data_time: 0.007, memory: 3025, loss_cls: 2.1817, loss: 2.1817, grad_norm: 3.8870 2020-10-16 03:26:49,122 - mmaction - INFO - Epoch [77][880/1743] lr: 1.000e-03, eta: 10:42:09, time: 0.851, data_time: 0.007, memory: 3025, loss_cls: 2.1607, loss: 2.1607, grad_norm: 3.9020 2020-10-16 03:27:05,475 - mmaction - INFO - Epoch [77][900/1743] lr: 1.000e-03, eta: 10:41:50, time: 0.820, data_time: 0.005, memory: 3025, loss_cls: 2.1635, loss: 2.1635, grad_norm: 3.8378 2020-10-16 03:27:22,401 - mmaction - INFO - Epoch [77][920/1743] lr: 1.000e-03, eta: 10:41:30, time: 0.843, data_time: 0.004, memory: 3025, loss_cls: 2.1937, loss: 2.1937, grad_norm: 3.9382 2020-10-16 03:27:38,176 - mmaction - INFO - Epoch [77][940/1743] lr: 1.000e-03, eta: 10:41:11, time: 0.788, data_time: 0.008, memory: 3025, loss_cls: 2.1842, loss: 2.1842, grad_norm: 3.9084 2020-10-16 03:27:55,032 - mmaction - INFO - Epoch [77][960/1743] lr: 1.000e-03, eta: 10:40:51, time: 0.848, data_time: 0.008, memory: 3025, loss_cls: 2.1235, loss: 2.1235, grad_norm: 3.8041 2020-10-16 03:28:11,712 - mmaction - INFO - Epoch [77][980/1743] lr: 1.000e-03, eta: 10:40:32, time: 0.827, data_time: 0.002, memory: 3025, loss_cls: 2.1507, loss: 2.1507, grad_norm: 3.8023 2020-10-16 03:28:27,021 - mmaction - INFO - Epoch [77][1000/1743] lr: 1.000e-03, eta: 10:40:12, time: 0.770, data_time: 0.009, memory: 3025, loss_cls: 2.1719, loss: 2.1719, grad_norm: 3.8500 2020-10-16 03:28:43,872 - mmaction - INFO - Epoch [77][1020/1743] lr: 1.000e-03, eta: 10:39:52, time: 0.840, data_time: 0.005, memory: 3025, loss_cls: 2.1858, loss: 2.1858, grad_norm: 3.8630 2020-10-16 03:29:00,792 - mmaction - INFO - Epoch [77][1040/1743] lr: 1.000e-03, eta: 10:39:33, time: 0.845, data_time: 0.007, memory: 3025, loss_cls: 2.2298, loss: 2.2298, grad_norm: 3.9430 2020-10-16 03:29:16,819 - mmaction - INFO - Epoch [77][1060/1743] lr: 1.000e-03, eta: 10:39:13, time: 0.797, data_time: 0.008, memory: 3025, loss_cls: 2.2032, loss: 2.2032, grad_norm: 3.8819 2020-10-16 03:29:33,181 - mmaction - INFO - Epoch [77][1080/1743] lr: 1.000e-03, eta: 10:38:54, time: 0.827, data_time: 0.014, memory: 3025, loss_cls: 2.1667, loss: 2.1667, grad_norm: 3.7877 2020-10-16 03:29:50,239 - mmaction - INFO - Epoch [77][1100/1743] lr: 1.000e-03, eta: 10:38:34, time: 0.842, data_time: 0.003, memory: 3025, loss_cls: 2.1930, loss: 2.1930, grad_norm: 3.9368 2020-10-16 03:30:06,954 - mmaction - INFO - Epoch [77][1120/1743] lr: 1.000e-03, eta: 10:38:15, time: 0.846, data_time: 0.014, memory: 3025, loss_cls: 2.1473, loss: 2.1473, grad_norm: 3.8042 2020-10-16 03:30:23,450 - mmaction - INFO - Epoch [77][1140/1743] lr: 1.000e-03, eta: 10:37:55, time: 0.822, data_time: 0.004, memory: 3025, loss_cls: 2.1796, loss: 2.1796, grad_norm: 3.8797 2020-10-16 03:30:40,185 - mmaction - INFO - Epoch [77][1160/1743] lr: 1.000e-03, eta: 10:37:36, time: 0.836, data_time: 0.005, memory: 3025, loss_cls: 2.1875, loss: 2.1875, grad_norm: 3.9010 2020-10-16 03:30:56,735 - mmaction - INFO - Epoch [77][1180/1743] lr: 1.000e-03, eta: 10:37:17, time: 0.832, data_time: 0.007, memory: 3025, loss_cls: 2.1872, loss: 2.1872, grad_norm: 3.8939 2020-10-16 03:31:12,834 - mmaction - INFO - Epoch [77][1200/1743] lr: 1.000e-03, eta: 10:36:57, time: 0.799, data_time: 0.008, memory: 3025, loss_cls: 2.1680, loss: 2.1680, grad_norm: 3.8138 2020-10-16 03:31:29,110 - mmaction - INFO - Epoch [77][1220/1743] lr: 1.000e-03, eta: 10:36:37, time: 0.815, data_time: 0.011, memory: 3025, loss_cls: 2.1612, loss: 2.1612, grad_norm: 3.7574 2020-10-16 03:31:44,728 - mmaction - INFO - Epoch [77][1240/1743] lr: 1.000e-03, eta: 10:36:18, time: 0.784, data_time: 0.009, memory: 3025, loss_cls: 2.1365, loss: 2.1365, grad_norm: 3.9078 2020-10-16 03:32:01,017 - mmaction - INFO - Epoch [77][1260/1743] lr: 1.000e-03, eta: 10:35:58, time: 0.815, data_time: 0.012, memory: 3025, loss_cls: 2.1640, loss: 2.1640, grad_norm: 3.8093 2020-10-16 03:32:18,027 - mmaction - INFO - Epoch [77][1280/1743] lr: 1.000e-03, eta: 10:35:39, time: 0.849, data_time: 0.004, memory: 3025, loss_cls: 2.1465, loss: 2.1465, grad_norm: 3.7883 2020-10-16 03:32:34,720 - mmaction - INFO - Epoch [77][1300/1743] lr: 1.000e-03, eta: 10:35:19, time: 0.827, data_time: 0.006, memory: 3025, loss_cls: 2.1404, loss: 2.1404, grad_norm: 3.8144 2020-10-16 03:32:51,433 - mmaction - INFO - Epoch [77][1320/1743] lr: 1.000e-03, eta: 10:35:00, time: 0.843, data_time: 0.014, memory: 3025, loss_cls: 2.1908, loss: 2.1908, grad_norm: 3.8432 2020-10-16 03:33:07,452 - mmaction - INFO - Epoch [77][1340/1743] lr: 1.000e-03, eta: 10:34:40, time: 0.804, data_time: 0.005, memory: 3025, loss_cls: 2.1594, loss: 2.1594, grad_norm: 3.8065 2020-10-16 03:33:23,608 - mmaction - INFO - Epoch [77][1360/1743] lr: 1.000e-03, eta: 10:34:20, time: 0.808, data_time: 0.003, memory: 3025, loss_cls: 2.2083, loss: 2.2083, grad_norm: 3.9273 2020-10-16 03:33:40,619 - mmaction - INFO - Epoch [77][1380/1743] lr: 1.000e-03, eta: 10:34:01, time: 0.848, data_time: 0.001, memory: 3025, loss_cls: 2.2015, loss: 2.2015, grad_norm: 3.8796 2020-10-16 03:33:56,734 - mmaction - INFO - Epoch [77][1400/1743] lr: 1.000e-03, eta: 10:33:41, time: 0.801, data_time: 0.004, memory: 3025, loss_cls: 2.1800, loss: 2.1800, grad_norm: 3.8398 2020-10-16 03:34:12,611 - mmaction - INFO - Epoch [77][1420/1743] lr: 1.000e-03, eta: 10:33:22, time: 0.797, data_time: 0.010, memory: 3025, loss_cls: 2.1522, loss: 2.1522, grad_norm: 3.8700 2020-10-16 03:34:29,123 - mmaction - INFO - Epoch [77][1440/1743] lr: 1.000e-03, eta: 10:33:02, time: 0.826, data_time: 0.008, memory: 3025, loss_cls: 2.1615, loss: 2.1615, grad_norm: 3.8679 2020-10-16 03:34:44,999 - mmaction - INFO - Epoch [77][1460/1743] lr: 1.000e-03, eta: 10:32:43, time: 0.795, data_time: 0.007, memory: 3025, loss_cls: 2.1741, loss: 2.1741, grad_norm: 3.8283 2020-10-16 03:35:01,077 - mmaction - INFO - Epoch [77][1480/1743] lr: 1.000e-03, eta: 10:32:23, time: 0.802, data_time: 0.003, memory: 3025, loss_cls: 2.2107, loss: 2.2107, grad_norm: 3.8610 2020-10-16 03:35:17,212 - mmaction - INFO - Epoch [77][1500/1743] lr: 1.000e-03, eta: 10:32:03, time: 0.809, data_time: 0.005, memory: 3025, loss_cls: 2.1724, loss: 2.1724, grad_norm: 3.8240 2020-10-16 03:35:33,585 - mmaction - INFO - Epoch [77][1520/1743] lr: 1.000e-03, eta: 10:31:44, time: 0.816, data_time: 0.003, memory: 3025, loss_cls: 2.1892, loss: 2.1892, grad_norm: 3.8518 2020-10-16 03:35:49,858 - mmaction - INFO - Epoch [77][1540/1743] lr: 1.000e-03, eta: 10:31:24, time: 0.812, data_time: 0.007, memory: 3025, loss_cls: 2.1977, loss: 2.1977, grad_norm: 3.8948 2020-10-16 03:36:06,190 - mmaction - INFO - Epoch [77][1560/1743] lr: 1.000e-03, eta: 10:31:05, time: 0.814, data_time: 0.008, memory: 3025, loss_cls: 2.1958, loss: 2.1958, grad_norm: 3.8451 2020-10-16 03:36:22,102 - mmaction - INFO - Epoch [77][1580/1743] lr: 1.000e-03, eta: 10:30:45, time: 0.794, data_time: 0.013, memory: 3025, loss_cls: 2.1622, loss: 2.1622, grad_norm: 3.8026 2020-10-16 03:36:38,093 - mmaction - INFO - Epoch [77][1600/1743] lr: 1.000e-03, eta: 10:30:25, time: 0.810, data_time: 0.013, memory: 3025, loss_cls: 2.1569, loss: 2.1569, grad_norm: 3.8493 2020-10-16 03:36:54,902 - mmaction - INFO - Epoch [77][1620/1743] lr: 1.000e-03, eta: 10:30:06, time: 0.835, data_time: 0.001, memory: 3025, loss_cls: 2.1338, loss: 2.1338, grad_norm: 3.8518 2020-10-16 03:37:11,634 - mmaction - INFO - Epoch [77][1640/1743] lr: 1.000e-03, eta: 10:29:46, time: 0.834, data_time: 0.007, memory: 3025, loss_cls: 2.1804, loss: 2.1804, grad_norm: 3.7995 2020-10-16 03:37:28,176 - mmaction - INFO - Epoch [77][1660/1743] lr: 1.000e-03, eta: 10:29:27, time: 0.831, data_time: 0.010, memory: 3025, loss_cls: 2.1556, loss: 2.1556, grad_norm: 3.8047 2020-10-16 03:37:44,383 - mmaction - INFO - Epoch [77][1680/1743] lr: 1.000e-03, eta: 10:29:07, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.1697, loss: 2.1697, grad_norm: 3.8256 2020-10-16 03:38:00,855 - mmaction - INFO - Epoch [77][1700/1743] lr: 1.000e-03, eta: 10:28:48, time: 0.823, data_time: 0.005, memory: 3025, loss_cls: 2.1862, loss: 2.1862, grad_norm: 3.8764 2020-10-16 03:38:18,020 - mmaction - INFO - Epoch [77][1720/1743] lr: 1.000e-03, eta: 10:28:29, time: 0.859, data_time: 0.005, memory: 3025, loss_cls: 2.1625, loss: 2.1625, grad_norm: 3.7925 2020-10-16 03:38:33,776 - mmaction - INFO - Epoch [77][1740/1743] lr: 1.000e-03, eta: 10:28:09, time: 0.787, data_time: 0.005, memory: 3025, loss_cls: 2.1574, loss: 2.1574, grad_norm: 3.7974 2020-10-16 03:39:09,455 - mmaction - INFO - Epoch [78][20/1743] lr: 1.000e-03, eta: 10:27:51, time: 1.649, data_time: 0.614, memory: 3025, loss_cls: 2.2009, loss: 2.2009, grad_norm: 3.8769 2020-10-16 03:39:27,143 - mmaction - INFO - Epoch [78][40/1743] lr: 1.000e-03, eta: 10:27:32, time: 0.881, data_time: 0.005, memory: 3025, loss_cls: 2.1537, loss: 2.1537, grad_norm: 3.8090 2020-10-16 03:39:43,679 - mmaction - INFO - Epoch [78][60/1743] lr: 1.000e-03, eta: 10:27:12, time: 0.829, data_time: 0.014, memory: 3025, loss_cls: 2.1643, loss: 2.1643, grad_norm: 3.9440 2020-10-16 03:40:00,264 - mmaction - INFO - Epoch [78][80/1743] lr: 1.000e-03, eta: 10:26:53, time: 0.829, data_time: 0.008, memory: 3025, loss_cls: 2.1608, loss: 2.1608, grad_norm: 3.8310 2020-10-16 03:40:17,137 - mmaction - INFO - Epoch [78][100/1743] lr: 1.000e-03, eta: 10:26:33, time: 0.844, data_time: 0.007, memory: 3025, loss_cls: 2.1705, loss: 2.1705, grad_norm: 3.8575 2020-10-16 03:40:33,241 - mmaction - INFO - Epoch [78][120/1743] lr: 1.000e-03, eta: 10:26:14, time: 0.805, data_time: 0.005, memory: 3025, loss_cls: 2.1309, loss: 2.1309, grad_norm: 3.8115 2020-10-16 03:40:49,448 - mmaction - INFO - Epoch [78][140/1743] lr: 1.000e-03, eta: 10:25:54, time: 0.811, data_time: 0.007, memory: 3025, loss_cls: 2.1959, loss: 2.1959, grad_norm: 3.7559 2020-10-16 03:41:05,685 - mmaction - INFO - Epoch [78][160/1743] lr: 1.000e-03, eta: 10:25:34, time: 0.810, data_time: 0.003, memory: 3025, loss_cls: 2.1525, loss: 2.1525, grad_norm: 3.8624 2020-10-16 03:41:21,765 - mmaction - INFO - Epoch [78][180/1743] lr: 1.000e-03, eta: 10:25:15, time: 0.804, data_time: 0.006, memory: 3025, loss_cls: 2.1662, loss: 2.1662, grad_norm: 3.8427 2020-10-16 03:41:38,065 - mmaction - INFO - Epoch [78][200/1743] lr: 1.000e-03, eta: 10:24:55, time: 0.811, data_time: 0.006, memory: 3025, loss_cls: 2.1691, loss: 2.1691, grad_norm: 3.8745 2020-10-16 03:41:53,660 - mmaction - INFO - Epoch [78][220/1743] lr: 1.000e-03, eta: 10:24:36, time: 0.785, data_time: 0.010, memory: 3025, loss_cls: 2.1526, loss: 2.1526, grad_norm: 3.8892 2020-10-16 03:42:09,568 - mmaction - INFO - Epoch [78][240/1743] lr: 1.000e-03, eta: 10:24:16, time: 0.794, data_time: 0.006, memory: 3025, loss_cls: 2.1366, loss: 2.1366, grad_norm: 3.9307 2020-10-16 03:42:25,664 - mmaction - INFO - Epoch [78][260/1743] lr: 1.000e-03, eta: 10:23:56, time: 0.802, data_time: 0.008, memory: 3025, loss_cls: 2.1963, loss: 2.1963, grad_norm: 3.8861 2020-10-16 03:42:41,395 - mmaction - INFO - Epoch [78][280/1743] lr: 1.000e-03, eta: 10:23:37, time: 0.791, data_time: 0.008, memory: 3025, loss_cls: 2.1720, loss: 2.1720, grad_norm: 3.8778 2020-10-16 03:42:57,021 - mmaction - INFO - Epoch [78][300/1743] lr: 1.000e-03, eta: 10:23:17, time: 0.779, data_time: 0.004, memory: 3025, loss_cls: 2.1645, loss: 2.1645, grad_norm: 3.8265 2020-10-16 03:43:12,544 - mmaction - INFO - Epoch [78][320/1743] lr: 1.000e-03, eta: 10:22:57, time: 0.777, data_time: 0.009, memory: 3025, loss_cls: 2.1510, loss: 2.1510, grad_norm: 3.8427 2020-10-16 03:43:29,187 - mmaction - INFO - Epoch [78][340/1743] lr: 1.000e-03, eta: 10:22:38, time: 0.832, data_time: 0.007, memory: 3025, loss_cls: 2.1778, loss: 2.1778, grad_norm: 3.9122 2020-10-16 03:43:45,031 - mmaction - INFO - Epoch [78][360/1743] lr: 1.000e-03, eta: 10:22:18, time: 0.795, data_time: 0.003, memory: 3025, loss_cls: 2.1966, loss: 2.1966, grad_norm: 3.9011 2020-10-16 03:44:00,140 - mmaction - INFO - Epoch [78][380/1743] lr: 1.000e-03, eta: 10:21:58, time: 0.750, data_time: 0.002, memory: 3025, loss_cls: 2.1402, loss: 2.1402, grad_norm: 3.8070 2020-10-16 03:44:16,389 - mmaction - INFO - Epoch [78][400/1743] lr: 1.000e-03, eta: 10:21:39, time: 0.814, data_time: 0.013, memory: 3025, loss_cls: 2.1704, loss: 2.1704, grad_norm: 3.7956 2020-10-16 03:44:31,679 - mmaction - INFO - Epoch [78][420/1743] lr: 1.000e-03, eta: 10:21:19, time: 0.763, data_time: 0.007, memory: 3025, loss_cls: 2.1401, loss: 2.1401, grad_norm: 3.8222 2020-10-16 03:44:47,816 - mmaction - INFO - Epoch [78][440/1743] lr: 1.000e-03, eta: 10:20:59, time: 0.808, data_time: 0.007, memory: 3025, loss_cls: 2.1596, loss: 2.1596, grad_norm: 3.7828 2020-10-16 03:45:04,490 - mmaction - INFO - Epoch [78][460/1743] lr: 1.000e-03, eta: 10:20:40, time: 0.835, data_time: 0.008, memory: 3025, loss_cls: 2.1680, loss: 2.1680, grad_norm: 3.8601 2020-10-16 03:45:20,881 - mmaction - INFO - Epoch [78][480/1743] lr: 1.000e-03, eta: 10:20:20, time: 0.816, data_time: 0.003, memory: 3025, loss_cls: 2.1602, loss: 2.1602, grad_norm: 3.8763 2020-10-16 03:45:37,323 - mmaction - INFO - Epoch [78][500/1743] lr: 1.000e-03, eta: 10:20:01, time: 0.820, data_time: 0.012, memory: 3025, loss_cls: 2.1660, loss: 2.1660, grad_norm: 3.7980 2020-10-16 03:45:53,425 - mmaction - INFO - Epoch [78][520/1743] lr: 1.000e-03, eta: 10:19:41, time: 0.807, data_time: 0.010, memory: 3025, loss_cls: 2.1430, loss: 2.1430, grad_norm: 3.8035 2020-10-16 03:46:09,282 - mmaction - INFO - Epoch [78][540/1743] lr: 1.000e-03, eta: 10:19:22, time: 0.798, data_time: 0.007, memory: 3025, loss_cls: 2.1711, loss: 2.1711, grad_norm: 3.9135 2020-10-16 03:46:25,476 - mmaction - INFO - Epoch [78][560/1743] lr: 1.000e-03, eta: 10:19:02, time: 0.805, data_time: 0.003, memory: 3025, loss_cls: 2.1299, loss: 2.1299, grad_norm: 3.8201 2020-10-16 03:46:42,141 - mmaction - INFO - Epoch [78][580/1743] lr: 1.000e-03, eta: 10:18:43, time: 0.836, data_time: 0.008, memory: 3025, loss_cls: 2.1728, loss: 2.1728, grad_norm: 3.8403 2020-10-16 03:46:57,993 - mmaction - INFO - Epoch [78][600/1743] lr: 1.000e-03, eta: 10:18:23, time: 0.793, data_time: 0.003, memory: 3025, loss_cls: 2.1819, loss: 2.1819, grad_norm: 3.8882 2020-10-16 03:47:14,410 - mmaction - INFO - Epoch [78][620/1743] lr: 1.000e-03, eta: 10:18:03, time: 0.819, data_time: 0.002, memory: 3025, loss_cls: 2.1244, loss: 2.1244, grad_norm: 3.8717 2020-10-16 03:47:30,905 - mmaction - INFO - Epoch [78][640/1743] lr: 1.000e-03, eta: 10:17:44, time: 0.824, data_time: 0.008, memory: 3025, loss_cls: 2.1769, loss: 2.1769, grad_norm: 3.8676 2020-10-16 03:47:47,239 - mmaction - INFO - Epoch [78][660/1743] lr: 1.000e-03, eta: 10:17:24, time: 0.816, data_time: 0.007, memory: 3025, loss_cls: 2.2021, loss: 2.2021, grad_norm: 3.8438 2020-10-16 03:48:03,252 - mmaction - INFO - Epoch [78][680/1743] lr: 1.000e-03, eta: 10:17:05, time: 0.802, data_time: 0.005, memory: 3025, loss_cls: 2.1791, loss: 2.1791, grad_norm: 3.9080 2020-10-16 03:48:19,281 - mmaction - INFO - Epoch [78][700/1743] lr: 1.000e-03, eta: 10:16:45, time: 0.803, data_time: 0.005, memory: 3025, loss_cls: 2.1819, loss: 2.1819, grad_norm: 3.8985 2020-10-16 03:48:35,318 - mmaction - INFO - Epoch [78][720/1743] lr: 1.000e-03, eta: 10:16:26, time: 0.793, data_time: 0.005, memory: 3025, loss_cls: 2.1688, loss: 2.1688, grad_norm: 3.8203 2020-10-16 03:48:51,875 - mmaction - INFO - Epoch [78][740/1743] lr: 1.000e-03, eta: 10:16:06, time: 0.832, data_time: 0.012, memory: 3025, loss_cls: 2.1755, loss: 2.1755, grad_norm: 3.8995 2020-10-16 03:49:08,556 - mmaction - INFO - Epoch [78][760/1743] lr: 1.000e-03, eta: 10:15:47, time: 0.833, data_time: 0.008, memory: 3025, loss_cls: 2.1516, loss: 2.1516, grad_norm: 3.7797 2020-10-16 03:49:24,525 - mmaction - INFO - Epoch [78][780/1743] lr: 1.000e-03, eta: 10:15:27, time: 0.798, data_time: 0.008, memory: 3025, loss_cls: 2.1495, loss: 2.1495, grad_norm: 3.7980 2020-10-16 03:49:40,719 - mmaction - INFO - Epoch [78][800/1743] lr: 1.000e-03, eta: 10:15:08, time: 0.811, data_time: 0.008, memory: 3025, loss_cls: 2.1866, loss: 2.1866, grad_norm: 3.8852 2020-10-16 03:49:56,264 - mmaction - INFO - Epoch [78][820/1743] lr: 1.000e-03, eta: 10:14:48, time: 0.781, data_time: 0.008, memory: 3025, loss_cls: 2.1590, loss: 2.1590, grad_norm: 3.8395 2020-10-16 03:50:12,458 - mmaction - INFO - Epoch [78][840/1743] lr: 1.000e-03, eta: 10:14:28, time: 0.811, data_time: 0.003, memory: 3025, loss_cls: 2.1790, loss: 2.1790, grad_norm: 3.8525 2020-10-16 03:50:28,580 - mmaction - INFO - Epoch [78][860/1743] lr: 1.000e-03, eta: 10:14:09, time: 0.804, data_time: 0.002, memory: 3025, loss_cls: 2.1540, loss: 2.1540, grad_norm: 3.8201 2020-10-16 03:50:45,040 - mmaction - INFO - Epoch [78][880/1743] lr: 1.000e-03, eta: 10:13:49, time: 0.822, data_time: 0.004, memory: 3025, loss_cls: 2.1741, loss: 2.1741, grad_norm: 3.8307 2020-10-16 03:51:01,010 - mmaction - INFO - Epoch [78][900/1743] lr: 1.000e-03, eta: 10:13:30, time: 0.794, data_time: 0.006, memory: 3025, loss_cls: 2.1417, loss: 2.1417, grad_norm: 3.8168 2020-10-16 03:51:16,593 - mmaction - INFO - Epoch [78][920/1743] lr: 1.000e-03, eta: 10:13:10, time: 0.784, data_time: 0.010, memory: 3025, loss_cls: 2.2106, loss: 2.2106, grad_norm: 3.8842 2020-10-16 03:51:33,048 - mmaction - INFO - Epoch [78][940/1743] lr: 1.000e-03, eta: 10:12:51, time: 0.819, data_time: 0.006, memory: 3025, loss_cls: 2.1735, loss: 2.1735, grad_norm: 3.8506 2020-10-16 03:51:49,205 - mmaction - INFO - Epoch [78][960/1743] lr: 1.000e-03, eta: 10:12:31, time: 0.812, data_time: 0.009, memory: 3025, loss_cls: 2.1365, loss: 2.1365, grad_norm: 3.8022 2020-10-16 03:52:04,647 - mmaction - INFO - Epoch [78][980/1743] lr: 1.000e-03, eta: 10:12:11, time: 0.773, data_time: 0.006, memory: 3025, loss_cls: 2.1388, loss: 2.1388, grad_norm: 3.8207 2020-10-16 03:52:20,177 - mmaction - INFO - Epoch [78][1000/1743] lr: 1.000e-03, eta: 10:11:52, time: 0.775, data_time: 0.003, memory: 3025, loss_cls: 2.1486, loss: 2.1486, grad_norm: 3.8366 2020-10-16 03:52:36,158 - mmaction - INFO - Epoch [78][1020/1743] lr: 1.000e-03, eta: 10:11:32, time: 0.802, data_time: 0.005, memory: 3025, loss_cls: 2.1437, loss: 2.1437, grad_norm: 3.8621 2020-10-16 03:52:52,392 - mmaction - INFO - Epoch [78][1040/1743] lr: 1.000e-03, eta: 10:11:12, time: 0.811, data_time: 0.005, memory: 3025, loss_cls: 2.1873, loss: 2.1873, grad_norm: 3.8395 2020-10-16 03:53:08,135 - mmaction - INFO - Epoch [78][1060/1743] lr: 1.000e-03, eta: 10:10:53, time: 0.789, data_time: 0.004, memory: 3025, loss_cls: 2.1680, loss: 2.1680, grad_norm: 3.8648 2020-10-16 03:53:23,743 - mmaction - INFO - Epoch [78][1080/1743] lr: 1.000e-03, eta: 10:10:33, time: 0.779, data_time: 0.002, memory: 3025, loss_cls: 2.1564, loss: 2.1564, grad_norm: 3.7886 2020-10-16 03:53:39,707 - mmaction - INFO - Epoch [78][1100/1743] lr: 1.000e-03, eta: 10:10:14, time: 0.799, data_time: 0.002, memory: 3025, loss_cls: 2.1809, loss: 2.1809, grad_norm: 3.8784 2020-10-16 03:53:56,229 - mmaction - INFO - Epoch [78][1120/1743] lr: 1.000e-03, eta: 10:09:54, time: 0.823, data_time: 0.002, memory: 3025, loss_cls: 2.2018, loss: 2.2018, grad_norm: 3.9375 2020-10-16 03:54:12,062 - mmaction - INFO - Epoch [78][1140/1743] lr: 1.000e-03, eta: 10:09:34, time: 0.789, data_time: 0.006, memory: 3025, loss_cls: 2.1813, loss: 2.1813, grad_norm: 3.9658 2020-10-16 03:54:28,117 - mmaction - INFO - Epoch [78][1160/1743] lr: 1.000e-03, eta: 10:09:15, time: 0.805, data_time: 0.009, memory: 3025, loss_cls: 2.1599, loss: 2.1599, grad_norm: 3.8034 2020-10-16 03:54:44,413 - mmaction - INFO - Epoch [78][1180/1743] lr: 1.000e-03, eta: 10:08:55, time: 0.819, data_time: 0.007, memory: 3025, loss_cls: 2.1886, loss: 2.1886, grad_norm: 3.8153 2020-10-16 03:55:00,771 - mmaction - INFO - Epoch [78][1200/1743] lr: 1.000e-03, eta: 10:08:36, time: 0.812, data_time: 0.002, memory: 3025, loss_cls: 2.1870, loss: 2.1870, grad_norm: 3.9133 2020-10-16 03:55:16,604 - mmaction - INFO - Epoch [78][1220/1743] lr: 1.000e-03, eta: 10:08:16, time: 0.794, data_time: 0.008, memory: 3025, loss_cls: 2.1878, loss: 2.1878, grad_norm: 3.8821 2020-10-16 03:55:32,932 - mmaction - INFO - Epoch [78][1240/1743] lr: 1.000e-03, eta: 10:07:57, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.1428, loss: 2.1428, grad_norm: 3.8619 2020-10-16 03:55:48,458 - mmaction - INFO - Epoch [78][1260/1743] lr: 1.000e-03, eta: 10:07:37, time: 0.780, data_time: 0.013, memory: 3025, loss_cls: 2.1183, loss: 2.1183, grad_norm: 3.8242 2020-10-16 03:56:04,590 - mmaction - INFO - Epoch [78][1280/1743] lr: 1.000e-03, eta: 10:07:18, time: 0.807, data_time: 0.012, memory: 3025, loss_cls: 2.1737, loss: 2.1737, grad_norm: 3.8634 2020-10-16 03:56:20,811 - mmaction - INFO - Epoch [78][1300/1743] lr: 1.000e-03, eta: 10:06:58, time: 0.815, data_time: 0.012, memory: 3025, loss_cls: 2.2212, loss: 2.2212, grad_norm: 3.8594 2020-10-16 03:56:35,828 - mmaction - INFO - Epoch [78][1320/1743] lr: 1.000e-03, eta: 10:06:38, time: 0.749, data_time: 0.001, memory: 3025, loss_cls: 2.1769, loss: 2.1769, grad_norm: 3.8688 2020-10-16 03:56:52,343 - mmaction - INFO - Epoch [78][1340/1743] lr: 1.000e-03, eta: 10:06:19, time: 0.827, data_time: 0.003, memory: 3025, loss_cls: 2.1858, loss: 2.1858, grad_norm: 3.8271 2020-10-16 03:57:08,551 - mmaction - INFO - Epoch [78][1360/1743] lr: 1.000e-03, eta: 10:05:59, time: 0.808, data_time: 0.006, memory: 3025, loss_cls: 2.1719, loss: 2.1719, grad_norm: 3.8323 2020-10-16 03:57:24,338 - mmaction - INFO - Epoch [78][1380/1743] lr: 1.000e-03, eta: 10:05:40, time: 0.789, data_time: 0.004, memory: 3025, loss_cls: 2.1692, loss: 2.1692, grad_norm: 3.8583 2020-10-16 03:57:40,278 - mmaction - INFO - Epoch [78][1400/1743] lr: 1.000e-03, eta: 10:05:20, time: 0.799, data_time: 0.004, memory: 3025, loss_cls: 2.2100, loss: 2.2100, grad_norm: 3.9633 2020-10-16 03:57:56,727 - mmaction - INFO - Epoch [78][1420/1743] lr: 1.000e-03, eta: 10:05:01, time: 0.814, data_time: 0.003, memory: 3025, loss_cls: 2.2196, loss: 2.2196, grad_norm: 3.9694 2020-10-16 03:58:12,095 - mmaction - INFO - Epoch [78][1440/1743] lr: 1.000e-03, eta: 10:04:41, time: 0.777, data_time: 0.012, memory: 3025, loss_cls: 2.1655, loss: 2.1655, grad_norm: 3.8213 2020-10-16 03:58:27,785 - mmaction - INFO - Epoch [78][1460/1743] lr: 1.000e-03, eta: 10:04:21, time: 0.781, data_time: 0.002, memory: 3025, loss_cls: 2.2009, loss: 2.2009, grad_norm: 3.8421 2020-10-16 03:58:43,402 - mmaction - INFO - Epoch [78][1480/1743] lr: 1.000e-03, eta: 10:04:02, time: 0.784, data_time: 0.004, memory: 3025, loss_cls: 2.1705, loss: 2.1705, grad_norm: 3.8762 2020-10-16 03:59:00,273 - mmaction - INFO - Epoch [78][1500/1743] lr: 1.000e-03, eta: 10:03:42, time: 0.842, data_time: 0.002, memory: 3025, loss_cls: 2.1613, loss: 2.1613, grad_norm: 3.8972 2020-10-16 03:59:16,269 - mmaction - INFO - Epoch [78][1520/1743] lr: 1.000e-03, eta: 10:03:23, time: 0.800, data_time: 0.003, memory: 3025, loss_cls: 2.1957, loss: 2.1957, grad_norm: 3.8452 2020-10-16 03:59:31,655 - mmaction - INFO - Epoch [78][1540/1743] lr: 1.000e-03, eta: 10:03:03, time: 0.764, data_time: 0.006, memory: 3025, loss_cls: 2.1770, loss: 2.1770, grad_norm: 3.9012 2020-10-16 03:59:47,284 - mmaction - INFO - Epoch [78][1560/1743] lr: 1.000e-03, eta: 10:02:43, time: 0.788, data_time: 0.009, memory: 3025, loss_cls: 2.1478, loss: 2.1478, grad_norm: 3.8719 2020-10-16 04:00:03,231 - mmaction - INFO - Epoch [78][1580/1743] lr: 1.000e-03, eta: 10:02:24, time: 0.797, data_time: 0.005, memory: 3025, loss_cls: 2.2033, loss: 2.2033, grad_norm: 3.9256 2020-10-16 04:00:19,569 - mmaction - INFO - Epoch [78][1600/1743] lr: 1.000e-03, eta: 10:02:04, time: 0.817, data_time: 0.003, memory: 3025, loss_cls: 2.1649, loss: 2.1649, grad_norm: 3.8397 2020-10-16 04:00:35,738 - mmaction - INFO - Epoch [78][1620/1743] lr: 1.000e-03, eta: 10:01:45, time: 0.808, data_time: 0.002, memory: 3025, loss_cls: 2.1645, loss: 2.1645, grad_norm: 3.9225 2020-10-16 04:00:51,948 - mmaction - INFO - Epoch [78][1640/1743] lr: 1.000e-03, eta: 10:01:25, time: 0.812, data_time: 0.003, memory: 3025, loss_cls: 2.1798, loss: 2.1798, grad_norm: 3.8802 2020-10-16 04:01:08,012 - mmaction - INFO - Epoch [78][1660/1743] lr: 1.000e-03, eta: 10:01:06, time: 0.801, data_time: 0.002, memory: 3025, loss_cls: 2.1438, loss: 2.1438, grad_norm: 3.7917 2020-10-16 04:01:24,284 - mmaction - INFO - Epoch [78][1680/1743] lr: 1.000e-03, eta: 10:00:46, time: 0.812, data_time: 0.008, memory: 3025, loss_cls: 2.1887, loss: 2.1887, grad_norm: 3.9026 2020-10-16 04:01:39,942 - mmaction - INFO - Epoch [78][1700/1743] lr: 1.000e-03, eta: 10:00:27, time: 0.786, data_time: 0.005, memory: 3025, loss_cls: 2.1586, loss: 2.1586, grad_norm: 3.8690 2020-10-16 04:01:56,256 - mmaction - INFO - Epoch [78][1720/1743] lr: 1.000e-03, eta: 10:00:07, time: 0.813, data_time: 0.004, memory: 3025, loss_cls: 2.1774, loss: 2.1774, grad_norm: 3.8785 2020-10-16 04:02:12,239 - mmaction - INFO - Epoch [78][1740/1743] lr: 1.000e-03, eta: 9:59:48, time: 0.801, data_time: 0.006, memory: 3025, loss_cls: 2.1466, loss: 2.1466, grad_norm: 3.8250 2020-10-16 04:02:46,288 - mmaction - INFO - Epoch [79][20/1743] lr: 1.000e-03, eta: 9:59:29, time: 1.582, data_time: 0.726, memory: 3025, loss_cls: 2.1704, loss: 2.1704, grad_norm: 3.8294 2020-10-16 04:03:02,282 - mmaction - INFO - Epoch [79][40/1743] lr: 1.000e-03, eta: 9:59:09, time: 0.796, data_time: 0.007, memory: 3025, loss_cls: 2.1595, loss: 2.1595, grad_norm: 4.0122 2020-10-16 04:03:19,137 - mmaction - INFO - Epoch [79][60/1743] lr: 1.000e-03, eta: 9:58:50, time: 0.851, data_time: 0.010, memory: 3025, loss_cls: 2.1754, loss: 2.1754, grad_norm: 3.8752 2020-10-16 04:03:36,362 - mmaction - INFO - Epoch [79][80/1743] lr: 1.000e-03, eta: 9:58:31, time: 0.859, data_time: 0.001, memory: 3025, loss_cls: 2.1416, loss: 2.1416, grad_norm: 3.8315 2020-10-16 04:03:52,940 - mmaction - INFO - Epoch [79][100/1743] lr: 1.000e-03, eta: 9:58:11, time: 0.827, data_time: 0.004, memory: 3025, loss_cls: 2.2012, loss: 2.2012, grad_norm: 3.9361 2020-10-16 04:04:10,049 - mmaction - INFO - Epoch [79][120/1743] lr: 1.000e-03, eta: 9:57:52, time: 0.854, data_time: 0.006, memory: 3025, loss_cls: 2.1778, loss: 2.1778, grad_norm: 3.8213 2020-10-16 04:04:26,622 - mmaction - INFO - Epoch [79][140/1743] lr: 1.000e-03, eta: 9:57:33, time: 0.831, data_time: 0.007, memory: 3025, loss_cls: 2.1992, loss: 2.1992, grad_norm: 3.8838 2020-10-16 04:04:43,085 - mmaction - INFO - Epoch [79][160/1743] lr: 1.000e-03, eta: 9:57:13, time: 0.820, data_time: 0.005, memory: 3025, loss_cls: 2.1816, loss: 2.1816, grad_norm: 3.8863 2020-10-16 04:04:59,388 - mmaction - INFO - Epoch [79][180/1743] lr: 1.000e-03, eta: 9:56:54, time: 0.815, data_time: 0.007, memory: 3025, loss_cls: 2.1831, loss: 2.1831, grad_norm: 3.9378 2020-10-16 04:05:15,883 - mmaction - INFO - Epoch [79][200/1743] lr: 1.000e-03, eta: 9:56:34, time: 0.824, data_time: 0.007, memory: 3025, loss_cls: 2.1802, loss: 2.1802, grad_norm: 3.8809 2020-10-16 04:05:33,113 - mmaction - INFO - Epoch [79][220/1743] lr: 1.000e-03, eta: 9:56:15, time: 0.862, data_time: 0.008, memory: 3025, loss_cls: 2.1740, loss: 2.1740, grad_norm: 3.9020 2020-10-16 04:05:49,417 - mmaction - INFO - Epoch [79][240/1743] lr: 1.000e-03, eta: 9:55:56, time: 0.820, data_time: 0.008, memory: 3025, loss_cls: 2.1883, loss: 2.1883, grad_norm: 3.9656 2020-10-16 04:06:05,379 - mmaction - INFO - Epoch [79][260/1743] lr: 1.000e-03, eta: 9:55:36, time: 0.795, data_time: 0.005, memory: 3025, loss_cls: 2.1990, loss: 2.1990, grad_norm: 3.8395 2020-10-16 04:06:21,757 - mmaction - INFO - Epoch [79][280/1743] lr: 1.000e-03, eta: 9:55:17, time: 0.819, data_time: 0.010, memory: 3025, loss_cls: 2.1193, loss: 2.1193, grad_norm: 3.8559 2020-10-16 04:06:37,647 - mmaction - INFO - Epoch [79][300/1743] lr: 1.000e-03, eta: 9:54:57, time: 0.795, data_time: 0.007, memory: 3025, loss_cls: 2.1865, loss: 2.1865, grad_norm: 3.9715 2020-10-16 04:06:53,584 - mmaction - INFO - Epoch [79][320/1743] lr: 1.000e-03, eta: 9:54:38, time: 0.796, data_time: 0.003, memory: 3025, loss_cls: 2.1726, loss: 2.1726, grad_norm: 3.8917 2020-10-16 04:07:09,716 - mmaction - INFO - Epoch [79][340/1743] lr: 1.000e-03, eta: 9:54:18, time: 0.807, data_time: 0.005, memory: 3025, loss_cls: 2.1793, loss: 2.1793, grad_norm: 3.9516 2020-10-16 04:07:25,755 - mmaction - INFO - Epoch [79][360/1743] lr: 1.000e-03, eta: 9:53:59, time: 0.798, data_time: 0.007, memory: 3025, loss_cls: 2.1459, loss: 2.1459, grad_norm: 3.8271 2020-10-16 04:07:41,180 - mmaction - INFO - Epoch [79][380/1743] lr: 1.000e-03, eta: 9:53:39, time: 0.775, data_time: 0.008, memory: 3025, loss_cls: 2.1623, loss: 2.1623, grad_norm: 3.8317 2020-10-16 04:07:57,700 - mmaction - INFO - Epoch [79][400/1743] lr: 1.000e-03, eta: 9:53:20, time: 0.827, data_time: 0.004, memory: 3025, loss_cls: 2.1836, loss: 2.1836, grad_norm: 3.9876 2020-10-16 04:08:13,402 - mmaction - INFO - Epoch [79][420/1743] lr: 1.000e-03, eta: 9:53:00, time: 0.783, data_time: 0.008, memory: 3025, loss_cls: 2.1785, loss: 2.1785, grad_norm: 3.8295 2020-10-16 04:08:29,541 - mmaction - INFO - Epoch [79][440/1743] lr: 1.000e-03, eta: 9:52:40, time: 0.806, data_time: 0.004, memory: 3025, loss_cls: 2.1784, loss: 2.1784, grad_norm: 3.8686 2020-10-16 04:08:45,864 - mmaction - INFO - Epoch [79][460/1743] lr: 1.000e-03, eta: 9:52:21, time: 0.817, data_time: 0.002, memory: 3025, loss_cls: 2.1398, loss: 2.1398, grad_norm: 3.8895 2020-10-16 04:09:02,107 - mmaction - INFO - Epoch [79][480/1743] lr: 1.000e-03, eta: 9:52:02, time: 0.807, data_time: 0.002, memory: 3025, loss_cls: 2.1583, loss: 2.1583, grad_norm: 3.8590 2020-10-16 04:09:18,057 - mmaction - INFO - Epoch [79][500/1743] lr: 1.000e-03, eta: 9:51:42, time: 0.794, data_time: 0.008, memory: 3025, loss_cls: 2.1820, loss: 2.1820, grad_norm: 3.8904 2020-10-16 04:09:34,180 - mmaction - INFO - Epoch [79][520/1743] lr: 1.000e-03, eta: 9:51:22, time: 0.807, data_time: 0.011, memory: 3025, loss_cls: 2.2065, loss: 2.2065, grad_norm: 3.9084 2020-10-16 04:09:49,849 - mmaction - INFO - Epoch [79][540/1743] lr: 1.000e-03, eta: 9:51:03, time: 0.790, data_time: 0.011, memory: 3025, loss_cls: 2.1531, loss: 2.1531, grad_norm: 3.8592 2020-10-16 04:10:05,417 - mmaction - INFO - Epoch [79][560/1743] lr: 1.000e-03, eta: 9:50:43, time: 0.774, data_time: 0.004, memory: 3025, loss_cls: 2.1977, loss: 2.1977, grad_norm: 3.9320 2020-10-16 04:10:21,728 - mmaction - INFO - Epoch [79][580/1743] lr: 1.000e-03, eta: 9:50:24, time: 0.819, data_time: 0.007, memory: 3025, loss_cls: 2.1325, loss: 2.1325, grad_norm: 3.7937 2020-10-16 04:10:37,699 - mmaction - INFO - Epoch [79][600/1743] lr: 1.000e-03, eta: 9:50:04, time: 0.793, data_time: 0.005, memory: 3025, loss_cls: 2.1668, loss: 2.1668, grad_norm: 3.8740 2020-10-16 04:10:54,033 - mmaction - INFO - Epoch [79][620/1743] lr: 1.000e-03, eta: 9:49:45, time: 0.811, data_time: 0.010, memory: 3025, loss_cls: 2.1475, loss: 2.1475, grad_norm: 3.8417 2020-10-16 04:11:10,287 - mmaction - INFO - Epoch [79][640/1743] lr: 1.000e-03, eta: 9:49:25, time: 0.823, data_time: 0.015, memory: 3025, loss_cls: 2.1344, loss: 2.1344, grad_norm: 3.8398 2020-10-16 04:11:25,707 - mmaction - INFO - Epoch [79][660/1743] lr: 1.000e-03, eta: 9:49:06, time: 0.769, data_time: 0.005, memory: 3025, loss_cls: 2.1899, loss: 2.1899, grad_norm: 3.9831 2020-10-16 04:11:41,780 - mmaction - INFO - Epoch [79][680/1743] lr: 1.000e-03, eta: 9:48:46, time: 0.796, data_time: 0.008, memory: 3025, loss_cls: 2.1936, loss: 2.1936, grad_norm: 3.9148 2020-10-16 04:11:57,484 - mmaction - INFO - Epoch [79][700/1743] lr: 1.000e-03, eta: 9:48:27, time: 0.797, data_time: 0.016, memory: 3025, loss_cls: 2.1431, loss: 2.1431, grad_norm: 3.8063 2020-10-16 04:12:13,672 - mmaction - INFO - Epoch [79][720/1743] lr: 1.000e-03, eta: 9:48:07, time: 0.805, data_time: 0.004, memory: 3025, loss_cls: 2.1728, loss: 2.1728, grad_norm: 3.8571 2020-10-16 04:12:29,896 - mmaction - INFO - Epoch [79][740/1743] lr: 1.000e-03, eta: 9:47:48, time: 0.812, data_time: 0.008, memory: 3025, loss_cls: 2.1425, loss: 2.1425, grad_norm: 3.8327 2020-10-16 04:12:45,320 - mmaction - INFO - Epoch [79][760/1743] lr: 1.000e-03, eta: 9:47:28, time: 0.773, data_time: 0.006, memory: 3025, loss_cls: 2.1592, loss: 2.1592, grad_norm: 3.9706 2020-10-16 04:13:01,752 - mmaction - INFO - Epoch [79][780/1743] lr: 1.000e-03, eta: 9:47:09, time: 0.812, data_time: 0.004, memory: 3025, loss_cls: 2.1657, loss: 2.1657, grad_norm: 3.8646 2020-10-16 04:13:17,949 - mmaction - INFO - Epoch [79][800/1743] lr: 1.000e-03, eta: 9:46:49, time: 0.821, data_time: 0.015, memory: 3025, loss_cls: 2.1750, loss: 2.1750, grad_norm: 3.8920 2020-10-16 04:13:33,956 - mmaction - INFO - Epoch [79][820/1743] lr: 1.000e-03, eta: 9:46:30, time: 0.800, data_time: 0.004, memory: 3025, loss_cls: 2.1871, loss: 2.1871, grad_norm: 3.8756 2020-10-16 04:13:50,171 - mmaction - INFO - Epoch [79][840/1743] lr: 1.000e-03, eta: 9:46:10, time: 0.808, data_time: 0.003, memory: 3025, loss_cls: 2.1643, loss: 2.1643, grad_norm: 3.8533 2020-10-16 04:14:06,343 - mmaction - INFO - Epoch [79][860/1743] lr: 1.000e-03, eta: 9:45:51, time: 0.812, data_time: 0.006, memory: 3025, loss_cls: 2.1393, loss: 2.1393, grad_norm: 3.8314 2020-10-16 04:14:22,734 - mmaction - INFO - Epoch [79][880/1743] lr: 1.000e-03, eta: 9:45:31, time: 0.815, data_time: 0.004, memory: 3025, loss_cls: 2.1830, loss: 2.1830, grad_norm: 3.9094 2020-10-16 04:14:39,048 - mmaction - INFO - Epoch [79][900/1743] lr: 1.000e-03, eta: 9:45:12, time: 0.820, data_time: 0.007, memory: 3025, loss_cls: 2.2005, loss: 2.2005, grad_norm: 3.9443 2020-10-16 04:14:54,564 - mmaction - INFO - Epoch [79][920/1743] lr: 1.000e-03, eta: 9:44:52, time: 0.775, data_time: 0.010, memory: 3025, loss_cls: 2.1755, loss: 2.1755, grad_norm: 3.8916 2020-10-16 04:15:11,275 - mmaction - INFO - Epoch [79][940/1743] lr: 1.000e-03, eta: 9:44:33, time: 0.836, data_time: 0.005, memory: 3025, loss_cls: 2.1818, loss: 2.1818, grad_norm: 3.8815 2020-10-16 04:15:27,717 - mmaction - INFO - Epoch [79][960/1743] lr: 1.000e-03, eta: 9:44:14, time: 0.818, data_time: 0.008, memory: 3025, loss_cls: 2.1791, loss: 2.1791, grad_norm: 3.9115 2020-10-16 04:15:43,753 - mmaction - INFO - Epoch [79][980/1743] lr: 1.000e-03, eta: 9:43:54, time: 0.801, data_time: 0.009, memory: 3025, loss_cls: 2.1707, loss: 2.1707, grad_norm: 3.8386 2020-10-16 04:16:00,005 - mmaction - INFO - Epoch [79][1000/1743] lr: 1.000e-03, eta: 9:43:35, time: 0.812, data_time: 0.010, memory: 3025, loss_cls: 2.1250, loss: 2.1250, grad_norm: 3.7811 2020-10-16 04:16:17,052 - mmaction - INFO - Epoch [79][1020/1743] lr: 1.000e-03, eta: 9:43:15, time: 0.860, data_time: 0.011, memory: 3025, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.8281 2020-10-16 04:16:33,540 - mmaction - INFO - Epoch [79][1040/1743] lr: 1.000e-03, eta: 9:42:56, time: 0.820, data_time: 0.001, memory: 3025, loss_cls: 2.1291, loss: 2.1291, grad_norm: 3.8370 2020-10-16 04:16:49,170 - mmaction - INFO - Epoch [79][1060/1743] lr: 1.000e-03, eta: 9:42:36, time: 0.783, data_time: 0.008, memory: 3025, loss_cls: 2.1876, loss: 2.1876, grad_norm: 3.9108 2020-10-16 04:17:05,232 - mmaction - INFO - Epoch [79][1080/1743] lr: 1.000e-03, eta: 9:42:17, time: 0.797, data_time: 0.006, memory: 3025, loss_cls: 2.1788, loss: 2.1788, grad_norm: 3.9776 2020-10-16 04:17:21,032 - mmaction - INFO - Epoch [79][1100/1743] lr: 1.000e-03, eta: 9:41:57, time: 0.796, data_time: 0.010, memory: 3025, loss_cls: 2.1616, loss: 2.1616, grad_norm: 3.8576 2020-10-16 04:17:37,903 - mmaction - INFO - Epoch [79][1120/1743] lr: 1.000e-03, eta: 9:41:38, time: 0.839, data_time: 0.003, memory: 3025, loss_cls: 2.1607, loss: 2.1607, grad_norm: 3.8506 2020-10-16 04:17:53,502 - mmaction - INFO - Epoch [79][1140/1743] lr: 1.000e-03, eta: 9:41:19, time: 0.786, data_time: 0.015, memory: 3025, loss_cls: 2.1575, loss: 2.1575, grad_norm: 3.8667 2020-10-16 04:18:09,473 - mmaction - INFO - Epoch [79][1160/1743] lr: 1.000e-03, eta: 9:40:59, time: 0.800, data_time: 0.008, memory: 3025, loss_cls: 2.1845, loss: 2.1845, grad_norm: 3.8773 2020-10-16 04:18:25,872 - mmaction - INFO - Epoch [79][1180/1743] lr: 1.000e-03, eta: 9:40:40, time: 0.814, data_time: 0.002, memory: 3025, loss_cls: 2.1754, loss: 2.1754, grad_norm: 3.9053 2020-10-16 04:18:41,946 - mmaction - INFO - Epoch [79][1200/1743] lr: 1.000e-03, eta: 9:40:20, time: 0.810, data_time: 0.007, memory: 3025, loss_cls: 2.1633, loss: 2.1633, grad_norm: 3.9838 2020-10-16 04:18:58,251 - mmaction - INFO - Epoch [79][1220/1743] lr: 1.000e-03, eta: 9:40:01, time: 0.814, data_time: 0.003, memory: 3025, loss_cls: 2.1932, loss: 2.1932, grad_norm: 3.9360 2020-10-16 04:19:14,276 - mmaction - INFO - Epoch [79][1240/1743] lr: 1.000e-03, eta: 9:39:41, time: 0.796, data_time: 0.004, memory: 3025, loss_cls: 2.1359, loss: 2.1359, grad_norm: 3.8291 2020-10-16 04:19:30,358 - mmaction - INFO - Epoch [79][1260/1743] lr: 1.000e-03, eta: 9:39:22, time: 0.810, data_time: 0.009, memory: 3025, loss_cls: 2.1802, loss: 2.1802, grad_norm: 3.8284 2020-10-16 04:19:46,539 - mmaction - INFO - Epoch [79][1280/1743] lr: 1.000e-03, eta: 9:39:02, time: 0.801, data_time: 0.001, memory: 3025, loss_cls: 2.1672, loss: 2.1672, grad_norm: 3.8703 2020-10-16 04:20:03,111 - mmaction - INFO - Epoch [79][1300/1743] lr: 1.000e-03, eta: 9:38:43, time: 0.830, data_time: 0.010, memory: 3025, loss_cls: 2.1414, loss: 2.1414, grad_norm: 3.9074 2020-10-16 04:20:18,985 - mmaction - INFO - Epoch [79][1320/1743] lr: 1.000e-03, eta: 9:38:24, time: 0.795, data_time: 0.011, memory: 3025, loss_cls: 2.1769, loss: 2.1769, grad_norm: 3.9008 2020-10-16 04:20:34,800 - mmaction - INFO - Epoch [79][1340/1743] lr: 1.000e-03, eta: 9:38:04, time: 0.796, data_time: 0.009, memory: 3025, loss_cls: 2.1265, loss: 2.1265, grad_norm: 3.8528 2020-10-16 04:20:51,131 - mmaction - INFO - Epoch [79][1360/1743] lr: 1.000e-03, eta: 9:37:45, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.1834, loss: 2.1834, grad_norm: 3.9280 2020-10-16 04:21:07,094 - mmaction - INFO - Epoch [79][1380/1743] lr: 1.000e-03, eta: 9:37:25, time: 0.792, data_time: 0.008, memory: 3025, loss_cls: 2.1782, loss: 2.1782, grad_norm: 3.8138 2020-10-16 04:21:22,964 - mmaction - INFO - Epoch [79][1400/1743] lr: 1.000e-03, eta: 9:37:06, time: 0.798, data_time: 0.012, memory: 3025, loss_cls: 2.1915, loss: 2.1915, grad_norm: 3.9155 2020-10-16 04:21:39,073 - mmaction - INFO - Epoch [79][1420/1743] lr: 1.000e-03, eta: 9:36:46, time: 0.806, data_time: 0.008, memory: 3025, loss_cls: 2.1681, loss: 2.1681, grad_norm: 3.8859 2020-10-16 04:21:55,128 - mmaction - INFO - Epoch [79][1440/1743] lr: 1.000e-03, eta: 9:36:27, time: 0.804, data_time: 0.009, memory: 3025, loss_cls: 2.1314, loss: 2.1314, grad_norm: 3.8542 2020-10-16 04:22:11,382 - mmaction - INFO - Epoch [79][1460/1743] lr: 1.000e-03, eta: 9:36:07, time: 0.803, data_time: 0.006, memory: 3025, loss_cls: 2.1375, loss: 2.1375, grad_norm: 3.8699 2020-10-16 04:22:27,622 - mmaction - INFO - Epoch [79][1480/1743] lr: 1.000e-03, eta: 9:35:48, time: 0.821, data_time: 0.014, memory: 3025, loss_cls: 2.1802, loss: 2.1802, grad_norm: 3.8537 2020-10-16 04:22:43,945 - mmaction - INFO - Epoch [79][1500/1743] lr: 1.000e-03, eta: 9:35:28, time: 0.816, data_time: 0.008, memory: 3025, loss_cls: 2.1536, loss: 2.1536, grad_norm: 3.8620 2020-10-16 04:23:00,188 - mmaction - INFO - Epoch [79][1520/1743] lr: 1.000e-03, eta: 9:35:09, time: 0.809, data_time: 0.008, memory: 3025, loss_cls: 2.1722, loss: 2.1722, grad_norm: 3.8885 2020-10-16 04:23:15,767 - mmaction - INFO - Epoch [79][1540/1743] lr: 1.000e-03, eta: 9:34:49, time: 0.779, data_time: 0.015, memory: 3025, loss_cls: 2.1787, loss: 2.1787, grad_norm: 3.9592 2020-10-16 04:23:31,732 - mmaction - INFO - Epoch [79][1560/1743] lr: 1.000e-03, eta: 9:34:30, time: 0.803, data_time: 0.010, memory: 3025, loss_cls: 2.1823, loss: 2.1823, grad_norm: 3.9447 2020-10-16 04:23:48,437 - mmaction - INFO - Epoch [79][1580/1743] lr: 1.000e-03, eta: 9:34:11, time: 0.836, data_time: 0.006, memory: 3025, loss_cls: 2.1727, loss: 2.1727, grad_norm: 3.9072 2020-10-16 04:24:02,699 - mmaction - INFO - Epoch [79][1600/1743] lr: 1.000e-03, eta: 9:33:51, time: 0.714, data_time: 0.003, memory: 3025, loss_cls: 2.1837, loss: 2.1837, grad_norm: 3.8857 2020-10-16 04:24:18,585 - mmaction - INFO - Epoch [79][1620/1743] lr: 1.000e-03, eta: 9:33:31, time: 0.794, data_time: 0.003, memory: 3025, loss_cls: 2.1735, loss: 2.1735, grad_norm: 3.8988 2020-10-16 04:24:35,273 - mmaction - INFO - Epoch [79][1640/1743] lr: 1.000e-03, eta: 9:33:12, time: 0.828, data_time: 0.002, memory: 3025, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.8671 2020-10-16 04:24:50,761 - mmaction - INFO - Epoch [79][1660/1743] lr: 1.000e-03, eta: 9:32:52, time: 0.771, data_time: 0.010, memory: 3025, loss_cls: 2.1843, loss: 2.1843, grad_norm: 3.8882 2020-10-16 04:25:06,941 - mmaction - INFO - Epoch [79][1680/1743] lr: 1.000e-03, eta: 9:32:33, time: 0.814, data_time: 0.012, memory: 3025, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.9370 2020-10-16 04:25:22,665 - mmaction - INFO - Epoch [79][1700/1743] lr: 1.000e-03, eta: 9:32:13, time: 0.791, data_time: 0.007, memory: 3025, loss_cls: 2.1556, loss: 2.1556, grad_norm: 3.8798 2020-10-16 04:25:38,152 - mmaction - INFO - Epoch [79][1720/1743] lr: 1.000e-03, eta: 9:31:54, time: 0.773, data_time: 0.002, memory: 3025, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.9382 2020-10-16 04:25:54,320 - mmaction - INFO - Epoch [79][1740/1743] lr: 1.000e-03, eta: 9:31:34, time: 0.809, data_time: 0.005, memory: 3025, loss_cls: 2.2009, loss: 2.2009, grad_norm: 3.9615 2020-10-16 04:26:31,239 - mmaction - INFO - Epoch [80][20/1743] lr: 1.000e-03, eta: 9:31:16, time: 1.653, data_time: 0.777, memory: 3025, loss_cls: 2.1538, loss: 2.1538, grad_norm: 3.8730 2020-10-16 04:26:47,562 - mmaction - INFO - Epoch [80][40/1743] lr: 1.000e-03, eta: 9:30:57, time: 0.817, data_time: 0.010, memory: 3025, loss_cls: 2.1799, loss: 2.1799, grad_norm: 3.8647 2020-10-16 04:27:04,659 - mmaction - INFO - Epoch [80][60/1743] lr: 1.000e-03, eta: 9:30:37, time: 0.852, data_time: 0.001, memory: 3025, loss_cls: 2.1701, loss: 2.1701, grad_norm: 3.9171 2020-10-16 04:27:21,413 - mmaction - INFO - Epoch [80][80/1743] lr: 1.000e-03, eta: 9:30:18, time: 0.838, data_time: 0.007, memory: 3025, loss_cls: 2.1548, loss: 2.1548, grad_norm: 3.9049 2020-10-16 04:27:38,779 - mmaction - INFO - Epoch [80][100/1743] lr: 1.000e-03, eta: 9:29:59, time: 0.871, data_time: 0.006, memory: 3025, loss_cls: 2.2042, loss: 2.2042, grad_norm: 3.9852 2020-10-16 04:27:54,634 - mmaction - INFO - Epoch [80][120/1743] lr: 1.000e-03, eta: 9:29:39, time: 0.787, data_time: 0.002, memory: 3025, loss_cls: 2.1424, loss: 2.1424, grad_norm: 3.8254 2020-10-16 04:28:11,163 - mmaction - INFO - Epoch [80][140/1743] lr: 1.000e-03, eta: 9:29:20, time: 0.827, data_time: 0.009, memory: 3025, loss_cls: 2.1715, loss: 2.1715, grad_norm: 3.8718 2020-10-16 04:28:27,556 - mmaction - INFO - Epoch [80][160/1743] lr: 1.000e-03, eta: 9:29:01, time: 0.820, data_time: 0.010, memory: 3025, loss_cls: 2.1717, loss: 2.1717, grad_norm: 3.9152 2020-10-16 04:28:44,190 - mmaction - INFO - Epoch [80][180/1743] lr: 1.000e-03, eta: 9:28:42, time: 0.832, data_time: 0.009, memory: 3025, loss_cls: 2.1554, loss: 2.1554, grad_norm: 3.8971 2020-10-16 04:29:00,047 - mmaction - INFO - Epoch [80][200/1743] lr: 1.000e-03, eta: 9:28:22, time: 0.793, data_time: 0.008, memory: 3025, loss_cls: 2.1599, loss: 2.1599, grad_norm: 3.8673 2020-10-16 04:29:16,365 - mmaction - INFO - Epoch [80][220/1743] lr: 1.000e-03, eta: 9:28:03, time: 0.821, data_time: 0.017, memory: 3025, loss_cls: 2.1890, loss: 2.1890, grad_norm: 3.9370 2020-10-16 04:29:32,359 - mmaction - INFO - Epoch [80][240/1743] lr: 1.000e-03, eta: 9:27:43, time: 0.796, data_time: 0.003, memory: 3025, loss_cls: 2.1816, loss: 2.1816, grad_norm: 3.9655 2020-10-16 04:29:48,556 - mmaction - INFO - Epoch [80][260/1743] lr: 1.000e-03, eta: 9:27:24, time: 0.814, data_time: 0.007, memory: 3025, loss_cls: 2.1702, loss: 2.1702, grad_norm: 3.9047 2020-10-16 04:30:04,839 - mmaction - INFO - Epoch [80][280/1743] lr: 1.000e-03, eta: 9:27:04, time: 0.813, data_time: 0.001, memory: 3025, loss_cls: 2.1538, loss: 2.1538, grad_norm: 3.8716 2020-10-16 04:30:20,777 - mmaction - INFO - Epoch [80][300/1743] lr: 1.000e-03, eta: 9:26:45, time: 0.798, data_time: 0.004, memory: 3025, loss_cls: 2.1679, loss: 2.1679, grad_norm: 3.8281 2020-10-16 04:30:36,333 - mmaction - INFO - Epoch [80][320/1743] lr: 1.000e-03, eta: 9:26:25, time: 0.774, data_time: 0.005, memory: 3025, loss_cls: 2.2045, loss: 2.2045, grad_norm: 3.9040 2020-10-16 04:30:52,674 - mmaction - INFO - Epoch [80][340/1743] lr: 1.000e-03, eta: 9:26:06, time: 0.813, data_time: 0.005, memory: 3025, loss_cls: 2.1471, loss: 2.1471, grad_norm: 3.8412 2020-10-16 04:31:08,549 - mmaction - INFO - Epoch [80][360/1743] lr: 1.000e-03, eta: 9:25:47, time: 0.801, data_time: 0.009, memory: 3025, loss_cls: 2.1346, loss: 2.1346, grad_norm: 3.8398 2020-10-16 04:31:25,027 - mmaction - INFO - Epoch [80][380/1743] lr: 1.000e-03, eta: 9:25:27, time: 0.817, data_time: 0.003, memory: 3025, loss_cls: 2.1839, loss: 2.1839, grad_norm: 3.8834 2020-10-16 04:31:41,311 - mmaction - INFO - Epoch [80][400/1743] lr: 1.000e-03, eta: 9:25:08, time: 0.814, data_time: 0.014, memory: 3025, loss_cls: 2.1669, loss: 2.1669, grad_norm: 3.9369 2020-10-16 04:31:57,090 - mmaction - INFO - Epoch [80][420/1743] lr: 1.000e-03, eta: 9:24:48, time: 0.794, data_time: 0.008, memory: 3025, loss_cls: 2.1727, loss: 2.1727, grad_norm: 3.9157 2020-10-16 04:32:13,483 - mmaction - INFO - Epoch [80][440/1743] lr: 1.000e-03, eta: 9:24:29, time: 0.819, data_time: 0.003, memory: 3025, loss_cls: 2.1729, loss: 2.1729, grad_norm: 3.8439 2020-10-16 04:32:30,029 - mmaction - INFO - Epoch [80][460/1743] lr: 1.000e-03, eta: 9:24:10, time: 0.826, data_time: 0.005, memory: 3025, loss_cls: 2.1531, loss: 2.1531, grad_norm: 3.8533 2020-10-16 04:32:46,713 - mmaction - INFO - Epoch [80][480/1743] lr: 1.000e-03, eta: 9:23:50, time: 0.835, data_time: 0.005, memory: 3025, loss_cls: 2.1645, loss: 2.1645, grad_norm: 3.8638 2020-10-16 04:33:02,828 - mmaction - INFO - Epoch [80][500/1743] lr: 1.000e-03, eta: 9:23:31, time: 0.805, data_time: 0.004, memory: 3025, loss_cls: 2.1275, loss: 2.1275, grad_norm: 3.8716 2020-10-16 04:33:19,156 - mmaction - INFO - Epoch [80][520/1743] lr: 1.000e-03, eta: 9:23:12, time: 0.815, data_time: 0.008, memory: 3025, loss_cls: 2.1630, loss: 2.1630, grad_norm: 3.9621 2020-10-16 04:33:35,754 - mmaction - INFO - Epoch [80][540/1743] lr: 1.000e-03, eta: 9:22:52, time: 0.829, data_time: 0.007, memory: 3025, loss_cls: 2.1328, loss: 2.1328, grad_norm: 3.8350 2020-10-16 04:33:51,667 - mmaction - INFO - Epoch [80][560/1743] lr: 1.000e-03, eta: 9:22:33, time: 0.798, data_time: 0.008, memory: 3025, loss_cls: 2.1946, loss: 2.1946, grad_norm: 3.8916 2020-10-16 04:34:07,322 - mmaction - INFO - Epoch [80][580/1743] lr: 1.000e-03, eta: 9:22:13, time: 0.783, data_time: 0.005, memory: 3025, loss_cls: 2.1510, loss: 2.1510, grad_norm: 3.7920 2020-10-16 04:34:23,701 - mmaction - INFO - Epoch [80][600/1743] lr: 1.000e-03, eta: 9:21:54, time: 0.818, data_time: 0.006, memory: 3025, loss_cls: 2.1914, loss: 2.1914, grad_norm: 3.9787 2020-10-16 04:34:39,379 - mmaction - INFO - Epoch [80][620/1743] lr: 1.000e-03, eta: 9:21:34, time: 0.783, data_time: 0.005, memory: 3025, loss_cls: 2.1346, loss: 2.1346, grad_norm: 3.8761 2020-10-16 04:34:56,035 - mmaction - INFO - Epoch [80][640/1743] lr: 1.000e-03, eta: 9:21:15, time: 0.830, data_time: 0.007, memory: 3025, loss_cls: 2.1707, loss: 2.1707, grad_norm: 3.8457 2020-10-16 04:35:12,044 - mmaction - INFO - Epoch [80][660/1743] lr: 1.000e-03, eta: 9:20:56, time: 0.803, data_time: 0.010, memory: 3025, loss_cls: 2.1774, loss: 2.1774, grad_norm: 3.8569 2020-10-16 04:35:28,406 - mmaction - INFO - Epoch [80][680/1743] lr: 1.000e-03, eta: 9:20:36, time: 0.821, data_time: 0.008, memory: 3025, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.9435 2020-10-16 04:35:44,682 - mmaction - INFO - Epoch [80][700/1743] lr: 1.000e-03, eta: 9:20:17, time: 0.810, data_time: 0.004, memory: 3025, loss_cls: 2.1876, loss: 2.1876, grad_norm: 3.9112 2020-10-16 04:36:01,184 - mmaction - INFO - Epoch [80][720/1743] lr: 1.000e-03, eta: 9:19:58, time: 0.827, data_time: 0.007, memory: 3025, loss_cls: 2.1601, loss: 2.1601, grad_norm: 3.8547 2020-10-16 04:36:17,257 - mmaction - INFO - Epoch [80][740/1743] lr: 1.000e-03, eta: 9:19:38, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.1937, loss: 2.1937, grad_norm: 3.9967 2020-10-16 04:36:33,602 - mmaction - INFO - Epoch [80][760/1743] lr: 1.000e-03, eta: 9:19:19, time: 0.815, data_time: 0.005, memory: 3025, loss_cls: 2.1892, loss: 2.1892, grad_norm: 3.8861 2020-10-16 04:36:49,978 - mmaction - INFO - Epoch [80][780/1743] lr: 1.000e-03, eta: 9:19:00, time: 0.816, data_time: 0.006, memory: 3025, loss_cls: 2.1684, loss: 2.1684, grad_norm: 3.8771 2020-10-16 04:37:05,786 - mmaction - INFO - Epoch [80][800/1743] lr: 1.000e-03, eta: 9:18:40, time: 0.791, data_time: 0.009, memory: 3025, loss_cls: 2.1618, loss: 2.1618, grad_norm: 3.8839 2020-10-16 04:37:21,384 - mmaction - INFO - Epoch [80][820/1743] lr: 1.000e-03, eta: 9:18:21, time: 0.782, data_time: 0.008, memory: 3025, loss_cls: 2.1649, loss: 2.1649, grad_norm: 3.9136 2020-10-16 04:37:37,289 - mmaction - INFO - Epoch [80][840/1743] lr: 1.000e-03, eta: 9:18:01, time: 0.794, data_time: 0.005, memory: 3025, loss_cls: 2.1512, loss: 2.1512, grad_norm: 3.8393 2020-10-16 04:37:53,269 - mmaction - INFO - Epoch [80][860/1743] lr: 1.000e-03, eta: 9:17:42, time: 0.802, data_time: 0.006, memory: 3025, loss_cls: 2.1578, loss: 2.1578, grad_norm: 3.8009 2020-10-16 04:38:09,876 - mmaction - INFO - Epoch [80][880/1743] lr: 1.000e-03, eta: 9:17:22, time: 0.825, data_time: 0.003, memory: 3025, loss_cls: 2.1021, loss: 2.1021, grad_norm: 3.8154 2020-10-16 04:38:25,537 - mmaction - INFO - Epoch [80][900/1743] lr: 1.000e-03, eta: 9:17:03, time: 0.786, data_time: 0.010, memory: 3025, loss_cls: 2.1787, loss: 2.1787, grad_norm: 3.9206 2020-10-16 04:38:41,753 - mmaction - INFO - Epoch [80][920/1743] lr: 1.000e-03, eta: 9:16:44, time: 0.809, data_time: 0.005, memory: 3025, loss_cls: 2.1570, loss: 2.1570, grad_norm: 3.8116 2020-10-16 04:38:58,353 - mmaction - INFO - Epoch [80][940/1743] lr: 1.000e-03, eta: 9:16:24, time: 0.829, data_time: 0.009, memory: 3025, loss_cls: 2.1850, loss: 2.1850, grad_norm: 3.9236 2020-10-16 04:39:15,082 - mmaction - INFO - Epoch [80][960/1743] lr: 1.000e-03, eta: 9:16:05, time: 0.834, data_time: 0.009, memory: 3025, loss_cls: 2.1898, loss: 2.1898, grad_norm: 3.8909 2020-10-16 04:39:30,253 - mmaction - INFO - Epoch [80][980/1743] lr: 1.000e-03, eta: 9:15:45, time: 0.765, data_time: 0.012, memory: 3025, loss_cls: 2.1470, loss: 2.1470, grad_norm: 3.8735 2020-10-16 04:39:46,596 - mmaction - INFO - Epoch [80][1000/1743] lr: 1.000e-03, eta: 9:15:26, time: 0.809, data_time: 0.003, memory: 3025, loss_cls: 2.1463, loss: 2.1463, grad_norm: 3.8852 2020-10-16 04:40:03,341 - mmaction - INFO - Epoch [80][1020/1743] lr: 1.000e-03, eta: 9:15:07, time: 0.843, data_time: 0.014, memory: 3025, loss_cls: 2.1678, loss: 2.1678, grad_norm: 3.8913 2020-10-16 04:40:19,425 - mmaction - INFO - Epoch [80][1040/1743] lr: 1.000e-03, eta: 9:14:48, time: 0.806, data_time: 0.006, memory: 3025, loss_cls: 2.1876, loss: 2.1876, grad_norm: 3.9034 2020-10-16 04:40:35,233 - mmaction - INFO - Epoch [80][1060/1743] lr: 1.000e-03, eta: 9:14:28, time: 0.790, data_time: 0.004, memory: 3025, loss_cls: 2.1721, loss: 2.1721, grad_norm: 3.8590 2020-10-16 04:40:51,363 - mmaction - INFO - Epoch [80][1080/1743] lr: 1.000e-03, eta: 9:14:09, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.2045, loss: 2.2045, grad_norm: 3.9607 2020-10-16 04:41:07,318 - mmaction - INFO - Epoch [80][1100/1743] lr: 1.000e-03, eta: 9:13:49, time: 0.798, data_time: 0.002, memory: 3025, loss_cls: 2.1482, loss: 2.1482, grad_norm: 3.8129 2020-10-16 04:41:24,423 - mmaction - INFO - Epoch [80][1120/1743] lr: 1.000e-03, eta: 9:13:30, time: 0.852, data_time: 0.009, memory: 3025, loss_cls: 2.1919, loss: 2.1919, grad_norm: 3.9548 2020-10-16 04:41:40,371 - mmaction - INFO - Epoch [80][1140/1743] lr: 1.000e-03, eta: 9:13:11, time: 0.795, data_time: 0.009, memory: 3025, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.9092 2020-10-16 04:41:56,465 - mmaction - INFO - Epoch [80][1160/1743] lr: 1.000e-03, eta: 9:12:51, time: 0.806, data_time: 0.008, memory: 3025, loss_cls: 2.1872, loss: 2.1872, grad_norm: 3.9341 2020-10-16 04:42:12,302 - mmaction - INFO - Epoch [80][1180/1743] lr: 1.000e-03, eta: 9:12:32, time: 0.794, data_time: 0.010, memory: 3025, loss_cls: 2.1887, loss: 2.1887, grad_norm: 3.9237 2020-10-16 04:42:28,585 - mmaction - INFO - Epoch [80][1200/1743] lr: 1.000e-03, eta: 9:12:13, time: 0.814, data_time: 0.004, memory: 3025, loss_cls: 2.2033, loss: 2.2033, grad_norm: 3.9612 2020-10-16 04:42:44,382 - mmaction - INFO - Epoch [80][1220/1743] lr: 1.000e-03, eta: 9:11:53, time: 0.792, data_time: 0.006, memory: 3025, loss_cls: 2.1543, loss: 2.1543, grad_norm: 3.9060 2020-10-16 04:42:59,727 - mmaction - INFO - Epoch [80][1240/1743] lr: 1.000e-03, eta: 9:11:33, time: 0.765, data_time: 0.003, memory: 3025, loss_cls: 2.1651, loss: 2.1651, grad_norm: 3.8980 2020-10-16 04:43:15,676 - mmaction - INFO - Epoch [80][1260/1743] lr: 1.000e-03, eta: 9:11:14, time: 0.801, data_time: 0.006, memory: 3025, loss_cls: 2.2047, loss: 2.2047, grad_norm: 3.9346 2020-10-16 04:43:31,759 - mmaction - INFO - Epoch [80][1280/1743] lr: 1.000e-03, eta: 9:10:55, time: 0.797, data_time: 0.007, memory: 3025, loss_cls: 2.1581, loss: 2.1581, grad_norm: 3.8687 2020-10-16 04:43:47,825 - mmaction - INFO - Epoch [80][1300/1743] lr: 1.000e-03, eta: 9:10:35, time: 0.806, data_time: 0.008, memory: 3025, loss_cls: 2.1778, loss: 2.1778, grad_norm: 3.9292 2020-10-16 04:44:04,237 - mmaction - INFO - Epoch [80][1320/1743] lr: 1.000e-03, eta: 9:10:16, time: 0.820, data_time: 0.005, memory: 3025, loss_cls: 2.1542, loss: 2.1542, grad_norm: 3.8866 2020-10-16 04:44:20,619 - mmaction - INFO - Epoch [80][1340/1743] lr: 1.000e-03, eta: 9:09:57, time: 0.819, data_time: 0.008, memory: 3025, loss_cls: 2.1692, loss: 2.1692, grad_norm: 3.8838 2020-10-16 04:44:37,403 - mmaction - INFO - Epoch [80][1360/1743] lr: 1.000e-03, eta: 9:09:37, time: 0.841, data_time: 0.006, memory: 3025, loss_cls: 2.1527, loss: 2.1527, grad_norm: 3.8705 2020-10-16 04:44:53,628 - mmaction - INFO - Epoch [80][1380/1743] lr: 1.000e-03, eta: 9:09:18, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.1941, loss: 2.1941, grad_norm: 3.8889 2020-10-16 04:45:10,306 - mmaction - INFO - Epoch [80][1400/1743] lr: 1.000e-03, eta: 9:08:59, time: 0.830, data_time: 0.006, memory: 3025, loss_cls: 2.1820, loss: 2.1820, grad_norm: 3.9689 2020-10-16 04:45:26,330 - mmaction - INFO - Epoch [80][1420/1743] lr: 1.000e-03, eta: 9:08:39, time: 0.802, data_time: 0.010, memory: 3025, loss_cls: 2.1753, loss: 2.1753, grad_norm: 3.9344 2020-10-16 04:45:42,439 - mmaction - INFO - Epoch [80][1440/1743] lr: 1.000e-03, eta: 9:08:20, time: 0.810, data_time: 0.009, memory: 3025, loss_cls: 2.1543, loss: 2.1543, grad_norm: 3.8672 2020-10-16 04:45:58,617 - mmaction - INFO - Epoch [80][1460/1743] lr: 1.000e-03, eta: 9:08:01, time: 0.809, data_time: 0.004, memory: 3025, loss_cls: 2.1750, loss: 2.1750, grad_norm: 3.8968 2020-10-16 04:46:15,121 - mmaction - INFO - Epoch [80][1480/1743] lr: 1.000e-03, eta: 9:07:41, time: 0.822, data_time: 0.004, memory: 3025, loss_cls: 2.1470, loss: 2.1470, grad_norm: 3.8879 2020-10-16 04:46:31,018 - mmaction - INFO - Epoch [80][1500/1743] lr: 1.000e-03, eta: 9:07:22, time: 0.790, data_time: 0.009, memory: 3025, loss_cls: 2.1601, loss: 2.1601, grad_norm: 3.8724 2020-10-16 04:46:47,213 - mmaction - INFO - Epoch [80][1520/1743] lr: 1.000e-03, eta: 9:07:03, time: 0.819, data_time: 0.012, memory: 3025, loss_cls: 2.1584, loss: 2.1584, grad_norm: 3.8121 2020-10-16 04:47:03,436 - mmaction - INFO - Epoch [80][1540/1743] lr: 1.000e-03, eta: 9:06:43, time: 0.802, data_time: 0.003, memory: 3025, loss_cls: 2.1919, loss: 2.1919, grad_norm: 3.8673 2020-10-16 04:47:19,530 - mmaction - INFO - Epoch [80][1560/1743] lr: 1.000e-03, eta: 9:06:24, time: 0.808, data_time: 0.015, memory: 3025, loss_cls: 2.1317, loss: 2.1317, grad_norm: 3.8676 2020-10-16 04:47:35,571 - mmaction - INFO - Epoch [80][1580/1743] lr: 1.000e-03, eta: 9:06:05, time: 0.803, data_time: 0.010, memory: 3025, loss_cls: 2.1308, loss: 2.1308, grad_norm: 3.8499 2020-10-16 04:47:51,818 - mmaction - INFO - Epoch [80][1600/1743] lr: 1.000e-03, eta: 9:05:45, time: 0.819, data_time: 0.012, memory: 3025, loss_cls: 2.2144, loss: 2.2144, grad_norm: 4.0206 2020-10-16 04:48:07,477 - mmaction - INFO - Epoch [80][1620/1743] lr: 1.000e-03, eta: 9:05:26, time: 0.783, data_time: 0.002, memory: 3025, loss_cls: 2.1295, loss: 2.1295, grad_norm: 3.8352 2020-10-16 04:48:23,657 - mmaction - INFO - Epoch [80][1640/1743] lr: 1.000e-03, eta: 9:05:06, time: 0.802, data_time: 0.002, memory: 3025, loss_cls: 2.1855, loss: 2.1855, grad_norm: 3.8852 2020-10-16 04:48:39,904 - mmaction - INFO - Epoch [80][1660/1743] lr: 1.000e-03, eta: 9:04:47, time: 0.815, data_time: 0.008, memory: 3025, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.8817 2020-10-16 04:48:56,596 - mmaction - INFO - Epoch [80][1680/1743] lr: 1.000e-03, eta: 9:04:28, time: 0.837, data_time: 0.005, memory: 3025, loss_cls: 2.1234, loss: 2.1234, grad_norm: 3.8346 2020-10-16 04:49:12,964 - mmaction - INFO - Epoch [80][1700/1743] lr: 1.000e-03, eta: 9:04:09, time: 0.819, data_time: 0.006, memory: 3025, loss_cls: 2.1644, loss: 2.1644, grad_norm: 3.8598 2020-10-16 04:49:29,455 - mmaction - INFO - Epoch [80][1720/1743] lr: 1.000e-03, eta: 9:03:49, time: 0.822, data_time: 0.003, memory: 3025, loss_cls: 2.1705, loss: 2.1705, grad_norm: 3.8937 2020-10-16 04:49:46,247 - mmaction - INFO - Epoch [80][1740/1743] lr: 1.000e-03, eta: 9:03:30, time: 0.842, data_time: 0.006, memory: 3025, loss_cls: 2.1684, loss: 2.1684, grad_norm: 3.9676 2020-10-16 04:49:50,983 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-10-16 04:51:49,114 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-16 04:51:54,720 - mmaction - INFO - mean_average_precision 0.7224 2020-10-16 04:51:54,809 - mmaction - INFO - Epoch(val) [80][1743] mean_average_precision: 0.7224 2020-10-16 04:52:21,597 - mmaction - INFO - Epoch [81][20/1743] lr: 1.000e-04, eta: 9:03:10, time: 1.334, data_time: 0.893, memory: 3025, loss_cls: 2.1275, loss: 2.1275, grad_norm: 3.8322 2020-10-16 04:52:37,731 - mmaction - INFO - Epoch [81][40/1743] lr: 1.000e-04, eta: 9:02:51, time: 0.809, data_time: 0.363, memory: 3025, loss_cls: 2.1736, loss: 2.1736, grad_norm: 3.8740 2020-10-16 04:52:54,509 - mmaction - INFO - Epoch [81][60/1743] lr: 1.000e-04, eta: 9:02:31, time: 0.837, data_time: 0.161, memory: 3025, loss_cls: 2.1873, loss: 2.1873, grad_norm: 3.8633 2020-10-16 04:53:10,522 - mmaction - INFO - Epoch [81][80/1743] lr: 1.000e-04, eta: 9:02:12, time: 0.794, data_time: 0.007, memory: 3025, loss_cls: 2.1701, loss: 2.1701, grad_norm: 3.8426 2020-10-16 04:53:26,495 - mmaction - INFO - Epoch [81][100/1743] lr: 1.000e-04, eta: 9:01:53, time: 0.806, data_time: 0.011, memory: 3025, loss_cls: 2.1727, loss: 2.1727, grad_norm: 3.8473 2020-10-16 04:53:42,704 - mmaction - INFO - Epoch [81][120/1743] lr: 1.000e-04, eta: 9:01:33, time: 0.809, data_time: 0.006, memory: 3025, loss_cls: 2.1661, loss: 2.1661, grad_norm: 3.8558 2020-10-16 04:53:58,862 - mmaction - INFO - Epoch [81][140/1743] lr: 1.000e-04, eta: 9:01:14, time: 0.810, data_time: 0.007, memory: 3025, loss_cls: 2.1559, loss: 2.1559, grad_norm: 3.8680 2020-10-16 04:54:14,956 - mmaction - INFO - Epoch [81][160/1743] lr: 1.000e-04, eta: 9:00:55, time: 0.801, data_time: 0.004, memory: 3025, loss_cls: 2.1628, loss: 2.1628, grad_norm: 3.8570 2020-10-16 04:54:31,680 - mmaction - INFO - Epoch [81][180/1743] lr: 1.000e-04, eta: 9:00:35, time: 0.834, data_time: 0.008, memory: 3025, loss_cls: 2.1161, loss: 2.1161, grad_norm: 3.8526 2020-10-16 04:54:47,456 - mmaction - INFO - Epoch [81][200/1743] lr: 1.000e-04, eta: 9:00:16, time: 0.793, data_time: 0.012, memory: 3025, loss_cls: 2.1294, loss: 2.1294, grad_norm: 3.8451 2020-10-16 04:55:03,687 - mmaction - INFO - Epoch [81][220/1743] lr: 1.000e-04, eta: 8:59:57, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.1615, loss: 2.1615, grad_norm: 3.8105 2020-10-16 04:55:19,543 - mmaction - INFO - Epoch [81][240/1743] lr: 1.000e-04, eta: 8:59:37, time: 0.791, data_time: 0.004, memory: 3025, loss_cls: 2.1687, loss: 2.1687, grad_norm: 3.9082 2020-10-16 04:55:35,391 - mmaction - INFO - Epoch [81][260/1743] lr: 1.000e-04, eta: 8:59:18, time: 0.793, data_time: 0.008, memory: 3025, loss_cls: 2.1273, loss: 2.1273, grad_norm: 3.7741 2020-10-16 04:55:51,283 - mmaction - INFO - Epoch [81][280/1743] lr: 1.000e-04, eta: 8:58:58, time: 0.796, data_time: 0.006, memory: 3025, loss_cls: 2.1787, loss: 2.1787, grad_norm: 3.9314 2020-10-16 04:56:07,865 - mmaction - INFO - Epoch [81][300/1743] lr: 1.000e-04, eta: 8:58:39, time: 0.821, data_time: 0.003, memory: 3025, loss_cls: 2.1797, loss: 2.1797, grad_norm: 3.8903 2020-10-16 04:56:23,526 - mmaction - INFO - Epoch [81][320/1743] lr: 1.000e-04, eta: 8:58:20, time: 0.785, data_time: 0.012, memory: 3025, loss_cls: 2.1673, loss: 2.1673, grad_norm: 3.8167 2020-10-16 04:56:39,379 - mmaction - INFO - Epoch [81][340/1743] lr: 1.000e-04, eta: 8:58:00, time: 0.799, data_time: 0.008, memory: 3025, loss_cls: 2.1486, loss: 2.1486, grad_norm: 3.8169 2020-10-16 04:56:55,691 - mmaction - INFO - Epoch [81][360/1743] lr: 1.000e-04, eta: 8:57:41, time: 0.815, data_time: 0.003, memory: 3025, loss_cls: 2.1440, loss: 2.1440, grad_norm: 3.8266 2020-10-16 04:57:11,403 - mmaction - INFO - Epoch [81][380/1743] lr: 1.000e-04, eta: 8:57:22, time: 0.783, data_time: 0.005, memory: 3025, loss_cls: 2.1830, loss: 2.1830, grad_norm: 3.8951 2020-10-16 04:57:28,085 - mmaction - INFO - Epoch [81][400/1743] lr: 1.000e-04, eta: 8:57:02, time: 0.835, data_time: 0.005, memory: 3025, loss_cls: 2.1434, loss: 2.1434, grad_norm: 3.8437 2020-10-16 04:57:44,254 - mmaction - INFO - Epoch [81][420/1743] lr: 1.000e-04, eta: 8:56:43, time: 0.812, data_time: 0.011, memory: 3025, loss_cls: 2.1906, loss: 2.1906, grad_norm: 3.8700 2020-10-16 04:58:00,197 - mmaction - INFO - Epoch [81][440/1743] lr: 1.000e-04, eta: 8:56:24, time: 0.790, data_time: 0.006, memory: 3025, loss_cls: 2.1374, loss: 2.1374, grad_norm: 3.8069 2020-10-16 04:58:16,583 - mmaction - INFO - Epoch [81][460/1743] lr: 1.000e-04, eta: 8:56:04, time: 0.818, data_time: 0.009, memory: 3025, loss_cls: 2.1481, loss: 2.1481, grad_norm: 3.8433 2020-10-16 04:58:32,730 - mmaction - INFO - Epoch [81][480/1743] lr: 1.000e-04, eta: 8:55:45, time: 0.807, data_time: 0.011, memory: 3025, loss_cls: 2.1148, loss: 2.1148, grad_norm: 3.7576 2020-10-16 04:58:49,007 - mmaction - INFO - Epoch [81][500/1743] lr: 1.000e-04, eta: 8:55:26, time: 0.819, data_time: 0.011, memory: 3025, loss_cls: 2.1270, loss: 2.1270, grad_norm: 3.7903 2020-10-16 04:59:05,077 - mmaction - INFO - Epoch [81][520/1743] lr: 1.000e-04, eta: 8:55:07, time: 0.802, data_time: 0.006, memory: 3025, loss_cls: 2.1403, loss: 2.1403, grad_norm: 3.8248 2020-10-16 04:59:21,598 - mmaction - INFO - Epoch [81][540/1743] lr: 1.000e-04, eta: 8:54:47, time: 0.826, data_time: 0.006, memory: 3025, loss_cls: 2.1569, loss: 2.1569, grad_norm: 3.8327 2020-10-16 04:59:38,141 - mmaction - INFO - Epoch [81][560/1743] lr: 1.000e-04, eta: 8:54:28, time: 0.829, data_time: 0.006, memory: 3025, loss_cls: 2.1483, loss: 2.1483, grad_norm: 3.8441 2020-10-16 04:59:53,572 - mmaction - INFO - Epoch [81][580/1743] lr: 1.000e-04, eta: 8:54:09, time: 0.773, data_time: 0.005, memory: 3025, loss_cls: 2.1523, loss: 2.1523, grad_norm: 3.9171 2020-10-16 05:00:10,380 - mmaction - INFO - Epoch [81][600/1743] lr: 1.000e-04, eta: 8:53:49, time: 0.837, data_time: 0.003, memory: 3025, loss_cls: 2.1539, loss: 2.1539, grad_norm: 3.8849 2020-10-16 05:00:26,756 - mmaction - INFO - Epoch [81][620/1743] lr: 1.000e-04, eta: 8:53:30, time: 0.820, data_time: 0.007, memory: 3025, loss_cls: 2.1661, loss: 2.1661, grad_norm: 3.9162 2020-10-16 05:00:42,754 - mmaction - INFO - Epoch [81][640/1743] lr: 1.000e-04, eta: 8:53:11, time: 0.803, data_time: 0.005, memory: 3025, loss_cls: 2.1455, loss: 2.1455, grad_norm: 3.9058 2020-10-16 05:00:58,682 - mmaction - INFO - Epoch [81][660/1743] lr: 1.000e-04, eta: 8:52:51, time: 0.787, data_time: 0.003, memory: 3025, loss_cls: 2.1426, loss: 2.1426, grad_norm: 3.8229 2020-10-16 05:01:14,968 - mmaction - INFO - Epoch [81][680/1743] lr: 1.000e-04, eta: 8:52:32, time: 0.814, data_time: 0.004, memory: 3025, loss_cls: 2.1503, loss: 2.1503, grad_norm: 3.8888 2020-10-16 05:01:31,105 - mmaction - INFO - Epoch [81][700/1743] lr: 1.000e-04, eta: 8:52:13, time: 0.805, data_time: 0.005, memory: 3025, loss_cls: 2.1280, loss: 2.1280, grad_norm: 3.7878 2020-10-16 05:01:47,635 - mmaction - INFO - Epoch [81][720/1743] lr: 1.000e-04, eta: 8:51:54, time: 0.827, data_time: 0.007, memory: 3025, loss_cls: 2.1335, loss: 2.1335, grad_norm: 3.7829 2020-10-16 05:02:03,750 - mmaction - INFO - Epoch [81][740/1743] lr: 1.000e-04, eta: 8:51:34, time: 0.805, data_time: 0.005, memory: 3025, loss_cls: 2.1395, loss: 2.1395, grad_norm: 3.8015 2020-10-16 05:02:19,888 - mmaction - INFO - Epoch [81][760/1743] lr: 1.000e-04, eta: 8:51:15, time: 0.811, data_time: 0.008, memory: 3025, loss_cls: 2.1581, loss: 2.1581, grad_norm: 3.9104 2020-10-16 05:02:36,090 - mmaction - INFO - Epoch [81][780/1743] lr: 1.000e-04, eta: 8:50:56, time: 0.806, data_time: 0.002, memory: 3025, loss_cls: 2.1227, loss: 2.1227, grad_norm: 3.8302 2020-10-16 05:02:52,866 - mmaction - INFO - Epoch [81][800/1743] lr: 1.000e-04, eta: 8:50:36, time: 0.844, data_time: 0.006, memory: 3025, loss_cls: 2.1451, loss: 2.1451, grad_norm: 3.8789 2020-10-16 05:03:08,877 - mmaction - INFO - Epoch [81][820/1743] lr: 1.000e-04, eta: 8:50:17, time: 0.799, data_time: 0.009, memory: 3025, loss_cls: 2.1625, loss: 2.1625, grad_norm: 3.8956 2020-10-16 05:03:25,362 - mmaction - INFO - Epoch [81][840/1743] lr: 1.000e-04, eta: 8:49:58, time: 0.823, data_time: 0.002, memory: 3025, loss_cls: 2.1413, loss: 2.1413, grad_norm: 3.9077 2020-10-16 05:03:41,197 - mmaction - INFO - Epoch [81][860/1743] lr: 1.000e-04, eta: 8:49:38, time: 0.793, data_time: 0.004, memory: 3025, loss_cls: 2.1389, loss: 2.1389, grad_norm: 3.8894 2020-10-16 05:03:57,433 - mmaction - INFO - Epoch [81][880/1743] lr: 1.000e-04, eta: 8:49:19, time: 0.813, data_time: 0.002, memory: 3025, loss_cls: 2.1544, loss: 2.1544, grad_norm: 3.8655 2020-10-16 05:04:14,098 - mmaction - INFO - Epoch [81][900/1743] lr: 1.000e-04, eta: 8:49:00, time: 0.832, data_time: 0.002, memory: 3025, loss_cls: 2.1342, loss: 2.1342, grad_norm: 3.7749 2020-10-16 05:04:30,413 - mmaction - INFO - Epoch [81][920/1743] lr: 1.000e-04, eta: 8:48:41, time: 0.811, data_time: 0.011, memory: 3025, loss_cls: 2.1289, loss: 2.1289, grad_norm: 3.8207 2020-10-16 05:04:46,432 - mmaction - INFO - Epoch [81][940/1743] lr: 1.000e-04, eta: 8:48:21, time: 0.800, data_time: 0.008, memory: 3025, loss_cls: 2.1673, loss: 2.1673, grad_norm: 3.9414 2020-10-16 05:05:02,875 - mmaction - INFO - Epoch [81][960/1743] lr: 1.000e-04, eta: 8:48:02, time: 0.823, data_time: 0.007, memory: 3025, loss_cls: 2.2029, loss: 2.2029, grad_norm: 3.8782 2020-10-16 05:05:19,054 - mmaction - INFO - Epoch [81][980/1743] lr: 1.000e-04, eta: 8:47:43, time: 0.808, data_time: 0.007, memory: 3025, loss_cls: 2.1427, loss: 2.1427, grad_norm: 3.8042 2020-10-16 05:05:34,677 - mmaction - INFO - Epoch [81][1000/1743] lr: 1.000e-04, eta: 8:47:23, time: 0.785, data_time: 0.009, memory: 3025, loss_cls: 2.1569, loss: 2.1569, grad_norm: 3.8862 2020-10-16 05:05:50,767 - mmaction - INFO - Epoch [81][1020/1743] lr: 1.000e-04, eta: 8:47:04, time: 0.808, data_time: 0.007, memory: 3025, loss_cls: 2.1461, loss: 2.1461, grad_norm: 3.8716 2020-10-16 05:06:06,437 - mmaction - INFO - Epoch [81][1040/1743] lr: 1.000e-04, eta: 8:46:45, time: 0.779, data_time: 0.001, memory: 3025, loss_cls: 2.1649, loss: 2.1649, grad_norm: 3.9211 2020-10-16 05:06:22,750 - mmaction - INFO - Epoch [81][1060/1743] lr: 1.000e-04, eta: 8:46:25, time: 0.818, data_time: 0.006, memory: 3025, loss_cls: 2.1444, loss: 2.1444, grad_norm: 3.9002 2020-10-16 05:06:38,638 - mmaction - INFO - Epoch [81][1080/1743] lr: 1.000e-04, eta: 8:46:06, time: 0.796, data_time: 0.007, memory: 3025, loss_cls: 2.1319, loss: 2.1319, grad_norm: 3.8132 2020-10-16 05:06:54,473 - mmaction - INFO - Epoch [81][1100/1743] lr: 1.000e-04, eta: 8:45:47, time: 0.785, data_time: 0.004, memory: 3025, loss_cls: 2.1425, loss: 2.1425, grad_norm: 3.8110 2020-10-16 05:07:10,734 - mmaction - INFO - Epoch [81][1120/1743] lr: 1.000e-04, eta: 8:45:27, time: 0.814, data_time: 0.009, memory: 3025, loss_cls: 2.1279, loss: 2.1279, grad_norm: 3.8393 2020-10-16 05:07:26,466 - mmaction - INFO - Epoch [81][1140/1743] lr: 1.000e-04, eta: 8:45:08, time: 0.788, data_time: 0.011, memory: 3025, loss_cls: 2.1238, loss: 2.1238, grad_norm: 3.8158 2020-10-16 05:07:43,095 - mmaction - INFO - Epoch [81][1160/1743] lr: 1.000e-04, eta: 8:44:49, time: 0.834, data_time: 0.008, memory: 3025, loss_cls: 2.1677, loss: 2.1677, grad_norm: 3.9145 2020-10-16 05:07:58,753 - mmaction - INFO - Epoch [81][1180/1743] lr: 1.000e-04, eta: 8:44:29, time: 0.783, data_time: 0.005, memory: 3025, loss_cls: 2.1390, loss: 2.1390, grad_norm: 3.8352 2020-10-16 05:08:15,179 - mmaction - INFO - Epoch [81][1200/1743] lr: 1.000e-04, eta: 8:44:10, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.1549, loss: 2.1549, grad_norm: 3.9018 2020-10-16 05:08:31,416 - mmaction - INFO - Epoch [81][1220/1743] lr: 1.000e-04, eta: 8:43:51, time: 0.818, data_time: 0.012, memory: 3025, loss_cls: 2.1322, loss: 2.1322, grad_norm: 3.9235 2020-10-16 05:08:47,020 - mmaction - INFO - Epoch [81][1240/1743] lr: 1.000e-04, eta: 8:43:32, time: 0.783, data_time: 0.004, memory: 3025, loss_cls: 2.1433, loss: 2.1433, grad_norm: 3.8062 2020-10-16 05:09:03,311 - mmaction - INFO - Epoch [81][1260/1743] lr: 1.000e-04, eta: 8:43:12, time: 0.813, data_time: 0.002, memory: 3025, loss_cls: 2.1311, loss: 2.1311, grad_norm: 3.8644 2020-10-16 05:09:19,716 - mmaction - INFO - Epoch [81][1280/1743] lr: 1.000e-04, eta: 8:42:53, time: 0.820, data_time: 0.003, memory: 3025, loss_cls: 2.1255, loss: 2.1255, grad_norm: 3.8253 2020-10-16 05:09:35,956 - mmaction - INFO - Epoch [81][1300/1743] lr: 1.000e-04, eta: 8:42:34, time: 0.811, data_time: 0.004, memory: 3025, loss_cls: 2.1087, loss: 2.1087, grad_norm: 3.9013 2020-10-16 05:09:52,433 - mmaction - INFO - Epoch [81][1320/1743] lr: 1.000e-04, eta: 8:42:15, time: 0.826, data_time: 0.004, memory: 3025, loss_cls: 2.1275, loss: 2.1275, grad_norm: 3.8488 2020-10-16 05:10:09,068 - mmaction - INFO - Epoch [81][1340/1743] lr: 1.000e-04, eta: 8:41:55, time: 0.830, data_time: 0.002, memory: 3025, loss_cls: 2.1510, loss: 2.1510, grad_norm: 3.8652 2020-10-16 05:10:25,005 - mmaction - INFO - Epoch [81][1360/1743] lr: 1.000e-04, eta: 8:41:36, time: 0.794, data_time: 0.004, memory: 3025, loss_cls: 2.1243, loss: 2.1243, grad_norm: 3.8776 2020-10-16 05:10:41,839 - mmaction - INFO - Epoch [81][1380/1743] lr: 1.000e-04, eta: 8:41:17, time: 0.841, data_time: 0.008, memory: 3025, loss_cls: 2.1604, loss: 2.1604, grad_norm: 3.8411 2020-10-16 05:10:57,698 - mmaction - INFO - Epoch [81][1400/1743] lr: 1.000e-04, eta: 8:40:58, time: 0.792, data_time: 0.006, memory: 3025, loss_cls: 2.1735, loss: 2.1735, grad_norm: 3.8652 2020-10-16 05:11:13,682 - mmaction - INFO - Epoch [81][1420/1743] lr: 1.000e-04, eta: 8:40:38, time: 0.799, data_time: 0.009, memory: 3025, loss_cls: 2.1506, loss: 2.1506, grad_norm: 3.8524 2020-10-16 05:11:29,302 - mmaction - INFO - Epoch [81][1440/1743] lr: 1.000e-04, eta: 8:40:19, time: 0.785, data_time: 0.010, memory: 3025, loss_cls: 2.1419, loss: 2.1419, grad_norm: 3.8780 2020-10-16 05:11:46,296 - mmaction - INFO - Epoch [81][1460/1743] lr: 1.000e-04, eta: 8:40:00, time: 0.842, data_time: 0.005, memory: 3025, loss_cls: 2.1432, loss: 2.1432, grad_norm: 3.8102 2020-10-16 05:12:02,516 - mmaction - INFO - Epoch [81][1480/1743] lr: 1.000e-04, eta: 8:39:40, time: 0.814, data_time: 0.010, memory: 3025, loss_cls: 2.1570, loss: 2.1570, grad_norm: 3.9023 2020-10-16 05:12:18,696 - mmaction - INFO - Epoch [81][1500/1743] lr: 1.000e-04, eta: 8:39:21, time: 0.810, data_time: 0.009, memory: 3025, loss_cls: 2.1156, loss: 2.1156, grad_norm: 3.9090 2020-10-16 05:12:34,611 - mmaction - INFO - Epoch [81][1520/1743] lr: 1.000e-04, eta: 8:39:02, time: 0.798, data_time: 0.006, memory: 3025, loss_cls: 2.1524, loss: 2.1524, grad_norm: 3.9596 2020-10-16 05:12:50,477 - mmaction - INFO - Epoch [81][1540/1743] lr: 1.000e-04, eta: 8:38:43, time: 0.796, data_time: 0.005, memory: 3025, loss_cls: 2.1251, loss: 2.1251, grad_norm: 3.8333 2020-10-16 05:13:06,534 - mmaction - INFO - Epoch [81][1560/1743] lr: 1.000e-04, eta: 8:38:23, time: 0.799, data_time: 0.002, memory: 3025, loss_cls: 2.1877, loss: 2.1877, grad_norm: 3.9663 2020-10-16 05:13:22,568 - mmaction - INFO - Epoch [81][1580/1743] lr: 1.000e-04, eta: 8:38:04, time: 0.798, data_time: 0.006, memory: 3025, loss_cls: 2.1817, loss: 2.1817, grad_norm: 3.9631 2020-10-16 05:13:38,565 - mmaction - INFO - Epoch [81][1600/1743] lr: 1.000e-04, eta: 8:37:45, time: 0.804, data_time: 0.008, memory: 3025, loss_cls: 2.1671, loss: 2.1671, grad_norm: 3.9662 2020-10-16 05:13:54,581 - mmaction - INFO - Epoch [81][1620/1743] lr: 1.000e-04, eta: 8:37:25, time: 0.801, data_time: 0.003, memory: 3025, loss_cls: 2.1382, loss: 2.1382, grad_norm: 3.8377 2020-10-16 05:14:10,460 - mmaction - INFO - Epoch [81][1640/1743] lr: 1.000e-04, eta: 8:37:06, time: 0.796, data_time: 0.005, memory: 3025, loss_cls: 2.1442, loss: 2.1442, grad_norm: 3.8826 2020-10-16 05:14:27,137 - mmaction - INFO - Epoch [81][1660/1743] lr: 1.000e-04, eta: 8:36:47, time: 0.830, data_time: 0.002, memory: 3025, loss_cls: 2.1670, loss: 2.1670, grad_norm: 3.9252 2020-10-16 05:14:43,694 - mmaction - INFO - Epoch [81][1680/1743] lr: 1.000e-04, eta: 8:36:28, time: 0.829, data_time: 0.005, memory: 3025, loss_cls: 2.1779, loss: 2.1779, grad_norm: 3.8749 2020-10-16 05:14:59,737 - mmaction - INFO - Epoch [81][1700/1743] lr: 1.000e-04, eta: 8:36:08, time: 0.801, data_time: 0.004, memory: 3025, loss_cls: 2.1439, loss: 2.1439, grad_norm: 3.8436 2020-10-16 05:15:16,360 - mmaction - INFO - Epoch [81][1720/1743] lr: 1.000e-04, eta: 8:35:49, time: 0.832, data_time: 0.007, memory: 3025, loss_cls: 2.1434, loss: 2.1434, grad_norm: 3.8914 2020-10-16 05:15:32,297 - mmaction - INFO - Epoch [81][1740/1743] lr: 1.000e-04, eta: 8:35:30, time: 0.799, data_time: 0.006, memory: 3025, loss_cls: 2.1477, loss: 2.1477, grad_norm: 3.8446 2020-10-16 05:16:09,352 - mmaction - INFO - Epoch [82][20/1743] lr: 1.000e-04, eta: 8:35:11, time: 1.687, data_time: 1.074, memory: 3025, loss_cls: 2.1242, loss: 2.1242, grad_norm: 3.8699 2020-10-16 05:16:26,683 - mmaction - INFO - Epoch [82][40/1743] lr: 1.000e-04, eta: 8:34:52, time: 0.866, data_time: 0.023, memory: 3025, loss_cls: 2.1197, loss: 2.1197, grad_norm: 3.7850 2020-10-16 05:16:43,014 - mmaction - INFO - Epoch [82][60/1743] lr: 1.000e-04, eta: 8:34:33, time: 0.813, data_time: 0.009, memory: 3025, loss_cls: 2.1284, loss: 2.1284, grad_norm: 3.8609 2020-10-16 05:16:59,224 - mmaction - INFO - Epoch [82][80/1743] lr: 1.000e-04, eta: 8:34:14, time: 0.814, data_time: 0.007, memory: 3025, loss_cls: 2.1319, loss: 2.1319, grad_norm: 3.8366 2020-10-16 05:17:15,591 - mmaction - INFO - Epoch [82][100/1743] lr: 1.000e-04, eta: 8:33:55, time: 0.815, data_time: 0.005, memory: 3025, loss_cls: 2.1596, loss: 2.1596, grad_norm: 3.8948 2020-10-16 05:17:31,964 - mmaction - INFO - Epoch [82][120/1743] lr: 1.000e-04, eta: 8:33:35, time: 0.821, data_time: 0.011, memory: 3025, loss_cls: 2.1573, loss: 2.1573, grad_norm: 3.8532 2020-10-16 05:17:47,849 - mmaction - INFO - Epoch [82][140/1743] lr: 1.000e-04, eta: 8:33:16, time: 0.797, data_time: 0.008, memory: 3025, loss_cls: 2.1166, loss: 2.1166, grad_norm: 3.8372 2020-10-16 05:18:03,597 - mmaction - INFO - Epoch [82][160/1743] lr: 1.000e-04, eta: 8:32:57, time: 0.778, data_time: 0.004, memory: 3025, loss_cls: 2.1106, loss: 2.1106, grad_norm: 3.7924 2020-10-16 05:18:19,875 - mmaction - INFO - Epoch [82][180/1743] lr: 1.000e-04, eta: 8:32:37, time: 0.815, data_time: 0.013, memory: 3025, loss_cls: 2.1826, loss: 2.1826, grad_norm: 3.9139 2020-10-16 05:18:35,586 - mmaction - INFO - Epoch [82][200/1743] lr: 1.000e-04, eta: 8:32:18, time: 0.792, data_time: 0.013, memory: 3025, loss_cls: 2.1268, loss: 2.1268, grad_norm: 3.8890 2020-10-16 05:18:51,640 - mmaction - INFO - Epoch [82][220/1743] lr: 1.000e-04, eta: 8:31:59, time: 0.802, data_time: 0.003, memory: 3025, loss_cls: 2.1379, loss: 2.1379, grad_norm: 3.8202 2020-10-16 05:19:07,522 - mmaction - INFO - Epoch [82][240/1743] lr: 1.000e-04, eta: 8:31:39, time: 0.793, data_time: 0.006, memory: 3025, loss_cls: 2.1239, loss: 2.1239, grad_norm: 3.7568 2020-10-16 05:19:23,573 - mmaction - INFO - Epoch [82][260/1743] lr: 1.000e-04, eta: 8:31:20, time: 0.801, data_time: 0.005, memory: 3025, loss_cls: 2.1515, loss: 2.1515, grad_norm: 3.8538 2020-10-16 05:19:39,327 - mmaction - INFO - Epoch [82][280/1743] lr: 1.000e-04, eta: 8:31:01, time: 0.785, data_time: 0.006, memory: 3025, loss_cls: 2.1243, loss: 2.1243, grad_norm: 3.8754 2020-10-16 05:19:54,898 - mmaction - INFO - Epoch [82][300/1743] lr: 1.000e-04, eta: 8:30:41, time: 0.780, data_time: 0.010, memory: 3025, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.9365 2020-10-16 05:20:11,216 - mmaction - INFO - Epoch [82][320/1743] lr: 1.000e-04, eta: 8:30:22, time: 0.820, data_time: 0.006, memory: 3025, loss_cls: 2.1292, loss: 2.1292, grad_norm: 3.8754 2020-10-16 05:20:27,114 - mmaction - INFO - Epoch [82][340/1743] lr: 1.000e-04, eta: 8:30:03, time: 0.795, data_time: 0.002, memory: 3025, loss_cls: 2.1445, loss: 2.1445, grad_norm: 3.8820 2020-10-16 05:20:43,044 - mmaction - INFO - Epoch [82][360/1743] lr: 1.000e-04, eta: 8:29:43, time: 0.790, data_time: 0.003, memory: 3025, loss_cls: 2.1146, loss: 2.1146, grad_norm: 3.8133 2020-10-16 05:20:59,239 - mmaction - INFO - Epoch [82][380/1743] lr: 1.000e-04, eta: 8:29:24, time: 0.814, data_time: 0.008, memory: 3025, loss_cls: 2.1534, loss: 2.1534, grad_norm: 3.9736 2020-10-16 05:21:14,690 - mmaction - INFO - Epoch [82][400/1743] lr: 1.000e-04, eta: 8:29:05, time: 0.772, data_time: 0.009, memory: 3025, loss_cls: 2.1467, loss: 2.1467, grad_norm: 3.8718 2020-10-16 05:21:31,033 - mmaction - INFO - Epoch [82][420/1743] lr: 1.000e-04, eta: 8:28:46, time: 0.812, data_time: 0.004, memory: 3025, loss_cls: 2.1469, loss: 2.1469, grad_norm: 3.8488 2020-10-16 05:21:47,396 - mmaction - INFO - Epoch [82][440/1743] lr: 1.000e-04, eta: 8:28:26, time: 0.819, data_time: 0.009, memory: 3025, loss_cls: 2.1175, loss: 2.1175, grad_norm: 3.8950 2020-10-16 05:22:03,369 - mmaction - INFO - Epoch [82][460/1743] lr: 1.000e-04, eta: 8:28:07, time: 0.798, data_time: 0.010, memory: 3025, loss_cls: 2.1615, loss: 2.1615, grad_norm: 3.9041 2020-10-16 05:22:19,376 - mmaction - INFO - Epoch [82][480/1743] lr: 1.000e-04, eta: 8:27:48, time: 0.803, data_time: 0.010, memory: 3025, loss_cls: 2.1625, loss: 2.1625, grad_norm: 3.8980 2020-10-16 05:22:35,218 - mmaction - INFO - Epoch [82][500/1743] lr: 1.000e-04, eta: 8:27:29, time: 0.796, data_time: 0.009, memory: 3025, loss_cls: 2.1522, loss: 2.1522, grad_norm: 3.8636 2020-10-16 05:22:50,582 - mmaction - INFO - Epoch [82][520/1743] lr: 1.000e-04, eta: 8:27:09, time: 0.766, data_time: 0.003, memory: 3025, loss_cls: 2.1518, loss: 2.1518, grad_norm: 3.8806 2020-10-16 05:23:06,922 - mmaction - INFO - Epoch [82][540/1743] lr: 1.000e-04, eta: 8:26:50, time: 0.815, data_time: 0.004, memory: 3025, loss_cls: 2.1342, loss: 2.1342, grad_norm: 3.8814 2020-10-16 05:23:22,573 - mmaction - INFO - Epoch [82][560/1743] lr: 1.000e-04, eta: 8:26:31, time: 0.783, data_time: 0.006, memory: 3025, loss_cls: 2.1643, loss: 2.1643, grad_norm: 3.8642 2020-10-16 05:23:38,784 - mmaction - INFO - Epoch [82][580/1743] lr: 1.000e-04, eta: 8:26:11, time: 0.808, data_time: 0.006, memory: 3025, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.9760 2020-10-16 05:23:54,368 - mmaction - INFO - Epoch [82][600/1743] lr: 1.000e-04, eta: 8:25:52, time: 0.782, data_time: 0.009, memory: 3025, loss_cls: 2.1181, loss: 2.1181, grad_norm: 3.8128 2020-10-16 05:24:10,144 - mmaction - INFO - Epoch [82][620/1743] lr: 1.000e-04, eta: 8:25:33, time: 0.792, data_time: 0.005, memory: 3025, loss_cls: 2.1929, loss: 2.1929, grad_norm: 4.0157 2020-10-16 05:24:25,933 - mmaction - INFO - Epoch [82][640/1743] lr: 1.000e-04, eta: 8:25:13, time: 0.787, data_time: 0.003, memory: 3025, loss_cls: 2.1859, loss: 2.1859, grad_norm: 3.8891 2020-10-16 05:24:41,927 - mmaction - INFO - Epoch [82][660/1743] lr: 1.000e-04, eta: 8:24:54, time: 0.799, data_time: 0.006, memory: 3025, loss_cls: 2.0973, loss: 2.0973, grad_norm: 3.8506 2020-10-16 05:24:57,592 - mmaction - INFO - Epoch [82][680/1743] lr: 1.000e-04, eta: 8:24:35, time: 0.785, data_time: 0.005, memory: 3025, loss_cls: 2.1526, loss: 2.1526, grad_norm: 3.9056 2020-10-16 05:25:13,341 - mmaction - INFO - Epoch [82][700/1743] lr: 1.000e-04, eta: 8:24:15, time: 0.783, data_time: 0.004, memory: 3025, loss_cls: 2.1416, loss: 2.1416, grad_norm: 3.9225 2020-10-16 05:25:28,842 - mmaction - INFO - Epoch [82][720/1743] lr: 1.000e-04, eta: 8:23:56, time: 0.776, data_time: 0.009, memory: 3025, loss_cls: 2.1631, loss: 2.1631, grad_norm: 3.9491 2020-10-16 05:25:44,639 - mmaction - INFO - Epoch [82][740/1743] lr: 1.000e-04, eta: 8:23:37, time: 0.787, data_time: 0.007, memory: 3025, loss_cls: 2.1534, loss: 2.1534, grad_norm: 3.8740 2020-10-16 05:26:00,770 - mmaction - INFO - Epoch [82][760/1743] lr: 1.000e-04, eta: 8:23:17, time: 0.811, data_time: 0.010, memory: 3025, loss_cls: 2.1632, loss: 2.1632, grad_norm: 3.9707 2020-10-16 05:26:16,488 - mmaction - INFO - Epoch [82][780/1743] lr: 1.000e-04, eta: 8:22:58, time: 0.788, data_time: 0.008, memory: 3025, loss_cls: 2.1754, loss: 2.1754, grad_norm: 3.9173 2020-10-16 05:26:32,277 - mmaction - INFO - Epoch [82][800/1743] lr: 1.000e-04, eta: 8:22:39, time: 0.787, data_time: 0.003, memory: 3025, loss_cls: 2.1337, loss: 2.1337, grad_norm: 3.8257 2020-10-16 05:26:47,917 - mmaction - INFO - Epoch [82][820/1743] lr: 1.000e-04, eta: 8:22:19, time: 0.781, data_time: 0.007, memory: 3025, loss_cls: 2.1346, loss: 2.1346, grad_norm: 3.8491 2020-10-16 05:27:03,896 - mmaction - INFO - Epoch [82][840/1743] lr: 1.000e-04, eta: 8:22:00, time: 0.798, data_time: 0.010, memory: 3025, loss_cls: 2.1600, loss: 2.1600, grad_norm: 3.8734 2020-10-16 05:27:19,783 - mmaction - INFO - Epoch [82][860/1743] lr: 1.000e-04, eta: 8:21:41, time: 0.798, data_time: 0.009, memory: 3025, loss_cls: 2.1586, loss: 2.1586, grad_norm: 3.8909 2020-10-16 05:27:36,333 - mmaction - INFO - Epoch [82][880/1743] lr: 1.000e-04, eta: 8:21:22, time: 0.820, data_time: 0.005, memory: 3025, loss_cls: 2.1537, loss: 2.1537, grad_norm: 3.9403 2020-10-16 05:27:51,945 - mmaction - INFO - Epoch [82][900/1743] lr: 1.000e-04, eta: 8:21:02, time: 0.788, data_time: 0.012, memory: 3025, loss_cls: 2.1157, loss: 2.1157, grad_norm: 3.7862 2020-10-16 05:28:08,071 - mmaction - INFO - Epoch [82][920/1743] lr: 1.000e-04, eta: 8:20:43, time: 0.809, data_time: 0.007, memory: 3025, loss_cls: 2.1468, loss: 2.1468, grad_norm: 3.9020 2020-10-16 05:28:23,975 - mmaction - INFO - Epoch [82][940/1743] lr: 1.000e-04, eta: 8:20:24, time: 0.788, data_time: 0.004, memory: 3025, loss_cls: 2.1225, loss: 2.1225, grad_norm: 3.8876 2020-10-16 05:28:39,804 - mmaction - INFO - Epoch [82][960/1743] lr: 1.000e-04, eta: 8:20:04, time: 0.796, data_time: 0.010, memory: 3025, loss_cls: 2.1644, loss: 2.1644, grad_norm: 3.8935 2020-10-16 05:28:56,027 - mmaction - INFO - Epoch [82][980/1743] lr: 1.000e-04, eta: 8:19:45, time: 0.813, data_time: 0.004, memory: 3025, loss_cls: 2.1587, loss: 2.1587, grad_norm: 3.8871 2020-10-16 05:29:11,731 - mmaction - INFO - Epoch [82][1000/1743] lr: 1.000e-04, eta: 8:19:26, time: 0.780, data_time: 0.003, memory: 3025, loss_cls: 2.1652, loss: 2.1652, grad_norm: 3.9409 2020-10-16 05:29:27,852 - mmaction - INFO - Epoch [82][1020/1743] lr: 1.000e-04, eta: 8:19:07, time: 0.809, data_time: 0.009, memory: 3025, loss_cls: 2.1296, loss: 2.1296, grad_norm: 3.8757 2020-10-16 05:29:44,027 - mmaction - INFO - Epoch [82][1040/1743] lr: 1.000e-04, eta: 8:18:47, time: 0.805, data_time: 0.007, memory: 3025, loss_cls: 2.1461, loss: 2.1461, grad_norm: 3.9044 2020-10-16 05:29:59,862 - mmaction - INFO - Epoch [82][1060/1743] lr: 1.000e-04, eta: 8:18:28, time: 0.799, data_time: 0.010, memory: 3025, loss_cls: 2.1456, loss: 2.1456, grad_norm: 3.9095 2020-10-16 05:30:16,303 - mmaction - INFO - Epoch [82][1080/1743] lr: 1.000e-04, eta: 8:18:09, time: 0.809, data_time: 0.003, memory: 3025, loss_cls: 2.1255, loss: 2.1255, grad_norm: 3.8618 2020-10-16 05:30:32,264 - mmaction - INFO - Epoch [82][1100/1743] lr: 1.000e-04, eta: 8:17:50, time: 0.803, data_time: 0.018, memory: 3025, loss_cls: 2.1452, loss: 2.1452, grad_norm: 3.9175 2020-10-16 05:30:47,920 - mmaction - INFO - Epoch [82][1120/1743] lr: 1.000e-04, eta: 8:17:30, time: 0.786, data_time: 0.011, memory: 3025, loss_cls: 2.1418, loss: 2.1418, grad_norm: 3.8722 2020-10-16 05:31:04,646 - mmaction - INFO - Epoch [82][1140/1743] lr: 1.000e-04, eta: 8:17:11, time: 0.839, data_time: 0.007, memory: 3025, loss_cls: 2.1532, loss: 2.1532, grad_norm: 3.8712 2020-10-16 05:31:20,451 - mmaction - INFO - Epoch [82][1160/1743] lr: 1.000e-04, eta: 8:16:52, time: 0.786, data_time: 0.003, memory: 3025, loss_cls: 2.1602, loss: 2.1602, grad_norm: 3.9001 2020-10-16 05:31:36,580 - mmaction - INFO - Epoch [82][1180/1743] lr: 1.000e-04, eta: 8:16:33, time: 0.806, data_time: 0.009, memory: 3025, loss_cls: 2.1537, loss: 2.1537, grad_norm: 3.9135 2020-10-16 05:31:51,982 - mmaction - INFO - Epoch [82][1200/1743] lr: 1.000e-04, eta: 8:16:13, time: 0.771, data_time: 0.009, memory: 3025, loss_cls: 2.1755, loss: 2.1755, grad_norm: 4.0248 2020-10-16 05:32:07,972 - mmaction - INFO - Epoch [82][1220/1743] lr: 1.000e-04, eta: 8:15:54, time: 0.803, data_time: 0.009, memory: 3025, loss_cls: 2.1258, loss: 2.1258, grad_norm: 3.8859 2020-10-16 05:32:24,963 - mmaction - INFO - Epoch [82][1240/1743] lr: 1.000e-04, eta: 8:15:35, time: 0.849, data_time: 0.004, memory: 3025, loss_cls: 2.1536, loss: 2.1536, grad_norm: 3.9052 2020-10-16 05:32:40,227 - mmaction - INFO - Epoch [82][1260/1743] lr: 1.000e-04, eta: 8:15:16, time: 0.766, data_time: 0.006, memory: 3025, loss_cls: 2.1408, loss: 2.1408, grad_norm: 3.9304 2020-10-16 05:32:56,578 - mmaction - INFO - Epoch [82][1280/1743] lr: 1.000e-04, eta: 8:14:56, time: 0.809, data_time: 0.003, memory: 3025, loss_cls: 2.1356, loss: 2.1356, grad_norm: 3.8249 2020-10-16 05:33:12,332 - mmaction - INFO - Epoch [82][1300/1743] lr: 1.000e-04, eta: 8:14:37, time: 0.794, data_time: 0.012, memory: 3025, loss_cls: 2.1346, loss: 2.1346, grad_norm: 3.8695 2020-10-16 05:33:28,420 - mmaction - INFO - Epoch [82][1320/1743] lr: 1.000e-04, eta: 8:14:18, time: 0.803, data_time: 0.003, memory: 3025, loss_cls: 2.1247, loss: 2.1247, grad_norm: 3.9066 2020-10-16 05:33:44,364 - mmaction - INFO - Epoch [82][1340/1743] lr: 1.000e-04, eta: 8:13:59, time: 0.796, data_time: 0.006, memory: 3025, loss_cls: 2.1367, loss: 2.1367, grad_norm: 3.8538 2020-10-16 05:34:00,594 - mmaction - INFO - Epoch [82][1360/1743] lr: 1.000e-04, eta: 8:13:40, time: 0.816, data_time: 0.007, memory: 3025, loss_cls: 2.1881, loss: 2.1881, grad_norm: 4.0011 2020-10-16 05:34:16,867 - mmaction - INFO - Epoch [82][1380/1743] lr: 1.000e-04, eta: 8:13:20, time: 0.811, data_time: 0.006, memory: 3025, loss_cls: 2.1549, loss: 2.1549, grad_norm: 3.9301 2020-10-16 05:34:32,887 - mmaction - INFO - Epoch [82][1400/1743] lr: 1.000e-04, eta: 8:13:01, time: 0.801, data_time: 0.005, memory: 3025, loss_cls: 2.1215, loss: 2.1215, grad_norm: 3.8768 2020-10-16 05:34:49,424 - mmaction - INFO - Epoch [82][1420/1743] lr: 1.000e-04, eta: 8:12:42, time: 0.821, data_time: 0.006, memory: 3025, loss_cls: 2.1606, loss: 2.1606, grad_norm: 4.7584 2020-10-16 05:35:05,548 - mmaction - INFO - Epoch [82][1440/1743] lr: 1.000e-04, eta: 8:12:23, time: 0.802, data_time: 0.013, memory: 3025, loss_cls: 2.1562, loss: 2.1562, grad_norm: 3.9150 2020-10-16 05:35:21,337 - mmaction - INFO - Epoch [82][1460/1743] lr: 1.000e-04, eta: 8:12:03, time: 0.799, data_time: 0.016, memory: 3025, loss_cls: 2.1432, loss: 2.1432, grad_norm: 3.9795 2020-10-16 05:35:36,575 - mmaction - INFO - Epoch [82][1480/1743] lr: 1.000e-04, eta: 8:11:44, time: 0.764, data_time: 0.009, memory: 3025, loss_cls: 2.1259, loss: 2.1259, grad_norm: 3.8853 2020-10-16 05:35:52,196 - mmaction - INFO - Epoch [82][1500/1743] lr: 1.000e-04, eta: 8:11:25, time: 0.780, data_time: 0.003, memory: 3025, loss_cls: 2.1543, loss: 2.1543, grad_norm: 3.8687 2020-10-16 05:36:08,543 - mmaction - INFO - Epoch [82][1520/1743] lr: 1.000e-04, eta: 8:11:06, time: 0.816, data_time: 0.004, memory: 3025, loss_cls: 2.1720, loss: 2.1720, grad_norm: 3.8401 2020-10-16 05:36:24,615 - mmaction - INFO - Epoch [82][1540/1743] lr: 1.000e-04, eta: 8:10:46, time: 0.799, data_time: 0.005, memory: 3025, loss_cls: 2.1475, loss: 2.1475, grad_norm: 3.8599 2020-10-16 05:36:40,543 - mmaction - INFO - Epoch [82][1560/1743] lr: 1.000e-04, eta: 8:10:27, time: 0.801, data_time: 0.010, memory: 3025, loss_cls: 2.1707, loss: 2.1707, grad_norm: 3.9418 2020-10-16 05:36:57,140 - mmaction - INFO - Epoch [82][1580/1743] lr: 1.000e-04, eta: 8:10:08, time: 0.823, data_time: 0.003, memory: 3025, loss_cls: 2.1310, loss: 2.1310, grad_norm: 3.9340 2020-10-16 05:37:12,700 - mmaction - INFO - Epoch [82][1600/1743] lr: 1.000e-04, eta: 8:09:49, time: 0.784, data_time: 0.010, memory: 3025, loss_cls: 2.1632, loss: 2.1632, grad_norm: 3.9486 2020-10-16 05:37:29,087 - mmaction - INFO - Epoch [82][1620/1743] lr: 1.000e-04, eta: 8:09:30, time: 0.821, data_time: 0.004, memory: 3025, loss_cls: 2.1542, loss: 2.1542, grad_norm: 3.9311 2020-10-16 05:37:44,926 - mmaction - INFO - Epoch [82][1640/1743] lr: 1.000e-04, eta: 8:09:10, time: 0.791, data_time: 0.003, memory: 3025, loss_cls: 2.1237, loss: 2.1237, grad_norm: 3.8689 2020-10-16 05:38:00,812 - mmaction - INFO - Epoch [82][1660/1743] lr: 1.000e-04, eta: 8:08:51, time: 0.793, data_time: 0.005, memory: 3025, loss_cls: 2.1449, loss: 2.1449, grad_norm: 3.8696 2020-10-16 05:38:15,855 - mmaction - INFO - Epoch [82][1680/1743] lr: 1.000e-04, eta: 8:08:32, time: 0.755, data_time: 0.005, memory: 3025, loss_cls: 2.1221, loss: 2.1221, grad_norm: 3.8133 2020-10-16 05:38:32,010 - mmaction - INFO - Epoch [82][1700/1743] lr: 1.000e-04, eta: 8:08:12, time: 0.802, data_time: 0.003, memory: 3025, loss_cls: 2.1512, loss: 2.1512, grad_norm: 3.9229 2020-10-16 05:38:47,742 - mmaction - INFO - Epoch [82][1720/1743] lr: 1.000e-04, eta: 8:07:53, time: 0.790, data_time: 0.009, memory: 3025, loss_cls: 2.1606, loss: 2.1606, grad_norm: 3.9019 2020-10-16 05:39:04,147 - mmaction - INFO - Epoch [82][1740/1743] lr: 1.000e-04, eta: 8:07:34, time: 0.823, data_time: 0.007, memory: 3025, loss_cls: 2.1488, loss: 2.1488, grad_norm: 3.9139 2020-10-16 05:39:47,318 - mmaction - INFO - Epoch [83][20/1743] lr: 1.000e-04, eta: 8:07:16, time: 1.945, data_time: 1.188, memory: 3025, loss_cls: 2.1400, loss: 2.1400, grad_norm: 3.8619 2020-10-16 05:40:04,309 - mmaction - INFO - Epoch [83][40/1743] lr: 1.000e-04, eta: 8:06:57, time: 0.849, data_time: 0.009, memory: 3025, loss_cls: 2.1050, loss: 2.1050, grad_norm: 3.8349 2020-10-16 05:40:20,518 - mmaction - INFO - Epoch [83][60/1743] lr: 1.000e-04, eta: 8:06:38, time: 0.811, data_time: 0.005, memory: 3025, loss_cls: 2.1310, loss: 2.1310, grad_norm: 3.8590 2020-10-16 05:40:36,779 - mmaction - INFO - Epoch [83][80/1743] lr: 1.000e-04, eta: 8:06:19, time: 0.811, data_time: 0.006, memory: 3025, loss_cls: 2.1615, loss: 2.1615, grad_norm: 3.9358 2020-10-16 05:40:53,511 - mmaction - INFO - Epoch [83][100/1743] lr: 1.000e-04, eta: 8:06:00, time: 0.841, data_time: 0.007, memory: 3025, loss_cls: 2.1499, loss: 2.1499, grad_norm: 3.9439 2020-10-16 05:41:10,307 - mmaction - INFO - Epoch [83][120/1743] lr: 1.000e-04, eta: 8:05:41, time: 0.835, data_time: 0.003, memory: 3025, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.9071 2020-10-16 05:41:27,590 - mmaction - INFO - Epoch [83][140/1743] lr: 1.000e-04, eta: 8:05:22, time: 0.864, data_time: 0.007, memory: 3025, loss_cls: 2.1200, loss: 2.1200, grad_norm: 3.7985 2020-10-16 05:41:43,871 - mmaction - INFO - Epoch [83][160/1743] lr: 1.000e-04, eta: 8:05:03, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.1187, loss: 2.1187, grad_norm: 3.8193 2020-10-16 05:42:00,686 - mmaction - INFO - Epoch [83][180/1743] lr: 1.000e-04, eta: 8:04:44, time: 0.841, data_time: 0.004, memory: 3025, loss_cls: 2.1513, loss: 2.1513, grad_norm: 3.8985 2020-10-16 05:42:17,017 - mmaction - INFO - Epoch [83][200/1743] lr: 1.000e-04, eta: 8:04:25, time: 0.817, data_time: 0.006, memory: 3025, loss_cls: 2.1050, loss: 2.1050, grad_norm: 3.8489 2020-10-16 05:42:34,152 - mmaction - INFO - Epoch [83][220/1743] lr: 1.000e-04, eta: 8:04:06, time: 0.850, data_time: 0.004, memory: 3025, loss_cls: 2.1388, loss: 2.1388, grad_norm: 3.8895 2020-10-16 05:42:50,341 - mmaction - INFO - Epoch [83][240/1743] lr: 1.000e-04, eta: 8:03:46, time: 0.815, data_time: 0.014, memory: 3025, loss_cls: 2.1322, loss: 2.1322, grad_norm: 3.8692 2020-10-16 05:43:06,801 - mmaction - INFO - Epoch [83][260/1743] lr: 1.000e-04, eta: 8:03:27, time: 0.823, data_time: 0.006, memory: 3025, loss_cls: 2.1263, loss: 2.1263, grad_norm: 3.8667 2020-10-16 05:43:23,306 - mmaction - INFO - Epoch [83][280/1743] lr: 1.000e-04, eta: 8:03:08, time: 0.828, data_time: 0.009, memory: 3025, loss_cls: 2.1361, loss: 2.1361, grad_norm: 3.8821 2020-10-16 05:43:38,833 - mmaction - INFO - Epoch [83][300/1743] lr: 1.000e-04, eta: 8:02:49, time: 0.775, data_time: 0.001, memory: 3025, loss_cls: 2.0986, loss: 2.0986, grad_norm: 3.7924 2020-10-16 05:43:54,596 - mmaction - INFO - Epoch [83][320/1743] lr: 1.000e-04, eta: 8:02:30, time: 0.782, data_time: 0.003, memory: 3025, loss_cls: 2.1877, loss: 2.1877, grad_norm: 3.9781 2020-10-16 05:44:10,916 - mmaction - INFO - Epoch [83][340/1743] lr: 1.000e-04, eta: 8:02:10, time: 0.820, data_time: 0.010, memory: 3025, loss_cls: 2.1169, loss: 2.1169, grad_norm: 3.8651 2020-10-16 05:44:26,849 - mmaction - INFO - Epoch [83][360/1743] lr: 1.000e-04, eta: 8:01:51, time: 0.800, data_time: 0.004, memory: 3025, loss_cls: 2.1602, loss: 2.1602, grad_norm: 3.9161 2020-10-16 05:44:43,189 - mmaction - INFO - Epoch [83][380/1743] lr: 1.000e-04, eta: 8:01:32, time: 0.809, data_time: 0.001, memory: 3025, loss_cls: 2.1561, loss: 2.1561, grad_norm: 3.8943 2020-10-16 05:44:59,707 - mmaction - INFO - Epoch [83][400/1743] lr: 1.000e-04, eta: 8:01:13, time: 0.830, data_time: 0.010, memory: 3025, loss_cls: 2.1415, loss: 2.1415, grad_norm: 3.9742 2020-10-16 05:45:16,176 - mmaction - INFO - Epoch [83][420/1743] lr: 1.000e-04, eta: 8:00:54, time: 0.826, data_time: 0.005, memory: 3025, loss_cls: 2.1654, loss: 2.1654, grad_norm: 3.8922 2020-10-16 05:45:32,598 - mmaction - INFO - Epoch [83][440/1743] lr: 1.000e-04, eta: 8:00:35, time: 0.819, data_time: 0.003, memory: 3025, loss_cls: 2.1570, loss: 2.1570, grad_norm: 3.9409 2020-10-16 05:45:48,803 - mmaction - INFO - Epoch [83][460/1743] lr: 1.000e-04, eta: 8:00:15, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.1490, loss: 2.1490, grad_norm: 3.9049 2020-10-16 05:46:05,574 - mmaction - INFO - Epoch [83][480/1743] lr: 1.000e-04, eta: 7:59:56, time: 0.845, data_time: 0.009, memory: 3025, loss_cls: 2.1275, loss: 2.1275, grad_norm: 3.8116 2020-10-16 05:46:21,690 - mmaction - INFO - Epoch [83][500/1743] lr: 1.000e-04, eta: 7:59:37, time: 0.799, data_time: 0.001, memory: 3025, loss_cls: 2.1292, loss: 2.1292, grad_norm: 3.8187 2020-10-16 05:46:37,694 - mmaction - INFO - Epoch [83][520/1743] lr: 1.000e-04, eta: 7:59:18, time: 0.801, data_time: 0.013, memory: 3025, loss_cls: 2.1577, loss: 2.1577, grad_norm: 3.8672 2020-10-16 05:46:53,707 - mmaction - INFO - Epoch [83][540/1743] lr: 1.000e-04, eta: 7:58:59, time: 0.804, data_time: 0.008, memory: 3025, loss_cls: 2.0919, loss: 2.0919, grad_norm: 3.8124 2020-10-16 05:47:09,317 - mmaction - INFO - Epoch [83][560/1743] lr: 1.000e-04, eta: 7:58:40, time: 0.783, data_time: 0.007, memory: 3025, loss_cls: 2.1723, loss: 2.1723, grad_norm: 3.9116 2020-10-16 05:47:25,678 - mmaction - INFO - Epoch [83][580/1743] lr: 1.000e-04, eta: 7:58:20, time: 0.818, data_time: 0.003, memory: 3025, loss_cls: 2.1574, loss: 2.1574, grad_norm: 3.8968 2020-10-16 05:47:41,467 - mmaction - INFO - Epoch [83][600/1743] lr: 1.000e-04, eta: 7:58:01, time: 0.778, data_time: 0.003, memory: 3025, loss_cls: 2.1475, loss: 2.1475, grad_norm: 3.9026 2020-10-16 05:47:57,722 - mmaction - INFO - Epoch [83][620/1743] lr: 1.000e-04, eta: 7:57:42, time: 0.824, data_time: 0.014, memory: 3025, loss_cls: 2.1328, loss: 2.1328, grad_norm: 3.8525 2020-10-16 05:48:13,546 - mmaction - INFO - Epoch [83][640/1743] lr: 1.000e-04, eta: 7:57:23, time: 0.789, data_time: 0.003, memory: 3025, loss_cls: 2.1567, loss: 2.1567, grad_norm: 3.8850 2020-10-16 05:48:29,849 - mmaction - INFO - Epoch [83][660/1743] lr: 1.000e-04, eta: 7:57:04, time: 0.805, data_time: 0.005, memory: 3025, loss_cls: 2.1084, loss: 2.1084, grad_norm: 3.8762 2020-10-16 05:48:46,493 - mmaction - INFO - Epoch [83][680/1743] lr: 1.000e-04, eta: 7:56:45, time: 0.835, data_time: 0.015, memory: 3025, loss_cls: 2.1654, loss: 2.1654, grad_norm: 3.9082 2020-10-16 05:49:02,659 - mmaction - INFO - Epoch [83][700/1743] lr: 1.000e-04, eta: 7:56:25, time: 0.811, data_time: 0.012, memory: 3025, loss_cls: 2.1600, loss: 2.1600, grad_norm: 3.8894 2020-10-16 05:49:19,468 - mmaction - INFO - Epoch [83][720/1743] lr: 1.000e-04, eta: 7:56:06, time: 0.847, data_time: 0.011, memory: 3025, loss_cls: 2.1363, loss: 2.1363, grad_norm: 3.9015 2020-10-16 05:49:35,558 - mmaction - INFO - Epoch [83][740/1743] lr: 1.000e-04, eta: 7:55:47, time: 0.801, data_time: 0.004, memory: 3025, loss_cls: 2.1575, loss: 2.1575, grad_norm: 3.8519 2020-10-16 05:49:51,554 - mmaction - INFO - Epoch [83][760/1743] lr: 1.000e-04, eta: 7:55:28, time: 0.800, data_time: 0.008, memory: 3025, loss_cls: 2.1198, loss: 2.1198, grad_norm: 3.8670 2020-10-16 05:50:07,756 - mmaction - INFO - Epoch [83][780/1743] lr: 1.000e-04, eta: 7:55:09, time: 0.810, data_time: 0.007, memory: 3025, loss_cls: 2.1530, loss: 2.1530, grad_norm: 3.9227 2020-10-16 05:50:23,749 - mmaction - INFO - Epoch [83][800/1743] lr: 1.000e-04, eta: 7:54:50, time: 0.798, data_time: 0.006, memory: 3025, loss_cls: 2.1342, loss: 2.1342, grad_norm: 3.9100 2020-10-16 05:50:39,739 - mmaction - INFO - Epoch [83][820/1743] lr: 1.000e-04, eta: 7:54:30, time: 0.801, data_time: 0.007, memory: 3025, loss_cls: 2.1431, loss: 2.1431, grad_norm: 3.8444 2020-10-16 05:50:55,469 - mmaction - INFO - Epoch [83][840/1743] lr: 1.000e-04, eta: 7:54:11, time: 0.787, data_time: 0.006, memory: 3025, loss_cls: 2.1476, loss: 2.1476, grad_norm: 3.9045 2020-10-16 05:51:11,863 - mmaction - INFO - Epoch [83][860/1743] lr: 1.000e-04, eta: 7:53:52, time: 0.818, data_time: 0.009, memory: 3025, loss_cls: 2.1767, loss: 2.1767, grad_norm: 3.9003 2020-10-16 05:51:27,989 - mmaction - INFO - Epoch [83][880/1743] lr: 1.000e-04, eta: 7:53:33, time: 0.808, data_time: 0.010, memory: 3025, loss_cls: 2.1246, loss: 2.1246, grad_norm: 3.8610 2020-10-16 05:51:43,680 - mmaction - INFO - Epoch [83][900/1743] lr: 1.000e-04, eta: 7:53:14, time: 0.782, data_time: 0.006, memory: 3025, loss_cls: 2.2142, loss: 2.2142, grad_norm: 4.0374 2020-10-16 05:51:59,824 - mmaction - INFO - Epoch [83][920/1743] lr: 1.000e-04, eta: 7:52:54, time: 0.813, data_time: 0.007, memory: 3025, loss_cls: 2.1817, loss: 2.1817, grad_norm: 3.9713 2020-10-16 05:52:15,621 - mmaction - INFO - Epoch [83][940/1743] lr: 1.000e-04, eta: 7:52:35, time: 0.787, data_time: 0.002, memory: 3025, loss_cls: 2.1297, loss: 2.1297, grad_norm: 3.8668 2020-10-16 05:52:32,201 - mmaction - INFO - Epoch [83][960/1743] lr: 1.000e-04, eta: 7:52:16, time: 0.828, data_time: 0.005, memory: 3025, loss_cls: 2.1237, loss: 2.1237, grad_norm: 3.8532 2020-10-16 05:52:48,218 - mmaction - INFO - Epoch [83][980/1743] lr: 1.000e-04, eta: 7:51:57, time: 0.798, data_time: 0.005, memory: 3025, loss_cls: 2.1630, loss: 2.1630, grad_norm: 3.9476 2020-10-16 05:53:04,565 - mmaction - INFO - Epoch [83][1000/1743] lr: 1.000e-04, eta: 7:51:38, time: 0.819, data_time: 0.010, memory: 3025, loss_cls: 2.1367, loss: 2.1367, grad_norm: 3.9215 2020-10-16 05:53:21,279 - mmaction - INFO - Epoch [83][1020/1743] lr: 1.000e-04, eta: 7:51:19, time: 0.837, data_time: 0.013, memory: 3025, loss_cls: 2.1335, loss: 2.1335, grad_norm: 3.8659 2020-10-16 05:53:37,812 - mmaction - INFO - Epoch [83][1040/1743] lr: 1.000e-04, eta: 7:51:00, time: 0.817, data_time: 0.005, memory: 3025, loss_cls: 2.1538, loss: 2.1538, grad_norm: 3.9529 2020-10-16 05:53:54,272 - mmaction - INFO - Epoch [83][1060/1743] lr: 1.000e-04, eta: 7:50:41, time: 0.834, data_time: 0.015, memory: 3025, loss_cls: 2.1298, loss: 2.1298, grad_norm: 3.8592 2020-10-16 05:54:10,094 - mmaction - INFO - Epoch [83][1080/1743] lr: 1.000e-04, eta: 7:50:21, time: 0.790, data_time: 0.006, memory: 3025, loss_cls: 2.1431, loss: 2.1431, grad_norm: 3.9259 2020-10-16 05:54:26,808 - mmaction - INFO - Epoch [83][1100/1743] lr: 1.000e-04, eta: 7:50:02, time: 0.839, data_time: 0.006, memory: 3025, loss_cls: 2.1590, loss: 2.1590, grad_norm: 3.9174 2020-10-16 05:54:43,316 - mmaction - INFO - Epoch [83][1120/1743] lr: 1.000e-04, eta: 7:49:43, time: 0.819, data_time: 0.001, memory: 3025, loss_cls: 2.1369, loss: 2.1369, grad_norm: 3.8939 2020-10-16 05:54:59,104 - mmaction - INFO - Epoch [83][1140/1743] lr: 1.000e-04, eta: 7:49:24, time: 0.795, data_time: 0.009, memory: 3025, loss_cls: 2.1646, loss: 2.1646, grad_norm: 3.9786 2020-10-16 05:55:15,845 - mmaction - INFO - Epoch [83][1160/1743] lr: 1.000e-04, eta: 7:49:05, time: 0.836, data_time: 0.003, memory: 3025, loss_cls: 2.1338, loss: 2.1338, grad_norm: 3.9243 2020-10-16 05:55:32,844 - mmaction - INFO - Epoch [83][1180/1743] lr: 1.000e-04, eta: 7:48:46, time: 0.852, data_time: 0.007, memory: 3025, loss_cls: 2.1359, loss: 2.1359, grad_norm: 3.8888 2020-10-16 05:55:48,764 - mmaction - INFO - Epoch [83][1200/1743] lr: 1.000e-04, eta: 7:48:27, time: 0.787, data_time: 0.006, memory: 3025, loss_cls: 2.1595, loss: 2.1595, grad_norm: 4.0151 2020-10-16 05:56:05,407 - mmaction - INFO - Epoch [83][1220/1743] lr: 1.000e-04, eta: 7:48:08, time: 0.832, data_time: 0.013, memory: 3025, loss_cls: 2.1367, loss: 2.1367, grad_norm: 3.9314 2020-10-16 05:56:22,034 - mmaction - INFO - Epoch [83][1240/1743] lr: 1.000e-04, eta: 7:47:49, time: 0.841, data_time: 0.012, memory: 3025, loss_cls: 2.1623, loss: 2.1623, grad_norm: 3.8966 2020-10-16 05:56:37,207 - mmaction - INFO - Epoch [83][1260/1743] lr: 1.000e-04, eta: 7:47:29, time: 0.753, data_time: 0.003, memory: 3025, loss_cls: 2.0928, loss: 2.0928, grad_norm: 3.8928 2020-10-16 05:56:53,916 - mmaction - INFO - Epoch [83][1280/1743] lr: 1.000e-04, eta: 7:47:10, time: 0.841, data_time: 0.010, memory: 3025, loss_cls: 2.1615, loss: 2.1615, grad_norm: 3.9162 2020-10-16 05:57:10,341 - mmaction - INFO - Epoch [83][1300/1743] lr: 1.000e-04, eta: 7:46:51, time: 0.818, data_time: 0.002, memory: 3025, loss_cls: 2.1063, loss: 2.1063, grad_norm: 3.8835 2020-10-16 05:57:26,897 - mmaction - INFO - Epoch [83][1320/1743] lr: 1.000e-04, eta: 7:46:32, time: 0.828, data_time: 0.006, memory: 3025, loss_cls: 2.1613, loss: 2.1613, grad_norm: 3.9642 2020-10-16 05:57:42,643 - mmaction - INFO - Epoch [83][1340/1743] lr: 1.000e-04, eta: 7:46:13, time: 0.785, data_time: 0.007, memory: 3025, loss_cls: 2.1360, loss: 2.1360, grad_norm: 3.8836 2020-10-16 05:57:58,939 - mmaction - INFO - Epoch [83][1360/1743] lr: 1.000e-04, eta: 7:45:54, time: 0.821, data_time: 0.008, memory: 3025, loss_cls: 2.1512, loss: 2.1512, grad_norm: 3.8783 2020-10-16 05:58:14,281 - mmaction - INFO - Epoch [83][1380/1743] lr: 1.000e-04, eta: 7:45:35, time: 0.760, data_time: 0.028, memory: 3025, loss_cls: 2.1129, loss: 2.1129, grad_norm: 3.9389 2020-10-16 05:58:30,068 - mmaction - INFO - Epoch [83][1400/1743] lr: 1.000e-04, eta: 7:45:15, time: 0.795, data_time: 0.009, memory: 3025, loss_cls: 2.1432, loss: 2.1432, grad_norm: 3.9838 2020-10-16 05:58:46,452 - mmaction - INFO - Epoch [83][1420/1743] lr: 1.000e-04, eta: 7:44:56, time: 0.818, data_time: 0.002, memory: 3025, loss_cls: 2.1294, loss: 2.1294, grad_norm: 3.9015 2020-10-16 05:59:02,965 - mmaction - INFO - Epoch [83][1440/1743] lr: 1.000e-04, eta: 7:44:37, time: 0.827, data_time: 0.005, memory: 3025, loss_cls: 2.1777, loss: 2.1777, grad_norm: 3.9460 2020-10-16 05:59:18,729 - mmaction - INFO - Epoch [83][1460/1743] lr: 1.000e-04, eta: 7:44:18, time: 0.782, data_time: 0.002, memory: 3025, loss_cls: 2.1243, loss: 2.1243, grad_norm: 3.7958 2020-10-16 05:59:34,695 - mmaction - INFO - Epoch [83][1480/1743] lr: 1.000e-04, eta: 7:43:59, time: 0.801, data_time: 0.010, memory: 3025, loss_cls: 2.1765, loss: 2.1765, grad_norm: 4.0112 2020-10-16 05:59:50,851 - mmaction - INFO - Epoch [83][1500/1743] lr: 1.000e-04, eta: 7:43:40, time: 0.800, data_time: 0.007, memory: 3025, loss_cls: 2.1372, loss: 2.1372, grad_norm: 3.8544 2020-10-16 06:00:12,735 - mmaction - INFO - Epoch [83][1520/1743] lr: 1.000e-04, eta: 7:43:22, time: 1.100, data_time: 0.015, memory: 3025, loss_cls: 2.1122, loss: 2.1122, grad_norm: 3.9052 2020-10-16 06:00:28,600 - mmaction - INFO - Epoch [83][1540/1743] lr: 1.000e-04, eta: 7:43:03, time: 0.799, data_time: 0.110, memory: 3025, loss_cls: 2.1493, loss: 2.1493, grad_norm: 3.9452 2020-10-16 06:00:45,640 - mmaction - INFO - Epoch [83][1560/1743] lr: 1.000e-04, eta: 7:42:44, time: 0.846, data_time: 0.025, memory: 3025, loss_cls: 2.1546, loss: 2.1546, grad_norm: 3.9510 2020-10-16 06:01:02,678 - mmaction - INFO - Epoch [83][1580/1743] lr: 1.000e-04, eta: 7:42:25, time: 0.858, data_time: 0.008, memory: 3025, loss_cls: 2.1248, loss: 2.1248, grad_norm: 3.9044 2020-10-16 06:01:18,514 - mmaction - INFO - Epoch [83][1600/1743] lr: 1.000e-04, eta: 7:42:05, time: 0.791, data_time: 0.003, memory: 3025, loss_cls: 2.1914, loss: 2.1914, grad_norm: 4.0110 2020-10-16 06:01:34,790 - mmaction - INFO - Epoch [83][1620/1743] lr: 1.000e-04, eta: 7:41:46, time: 0.807, data_time: 0.007, memory: 3025, loss_cls: 2.1860, loss: 2.1860, grad_norm: 3.9062 2020-10-16 06:01:58,185 - mmaction - INFO - Epoch [83][1640/1743] lr: 1.000e-04, eta: 7:41:29, time: 1.174, data_time: 0.108, memory: 3025, loss_cls: 2.1517, loss: 2.1517, grad_norm: 3.8679 2020-10-16 06:02:15,365 - mmaction - INFO - Epoch [83][1660/1743] lr: 1.000e-04, eta: 7:41:10, time: 0.859, data_time: 0.103, memory: 3025, loss_cls: 2.1100, loss: 2.1100, grad_norm: 3.8281 2020-10-16 06:02:31,945 - mmaction - INFO - Epoch [83][1680/1743] lr: 1.000e-04, eta: 7:40:51, time: 0.828, data_time: 0.005, memory: 3025, loss_cls: 2.1216, loss: 2.1216, grad_norm: 3.8515 2020-10-16 06:02:48,451 - mmaction - INFO - Epoch [83][1700/1743] lr: 1.000e-04, eta: 7:40:32, time: 0.825, data_time: 0.058, memory: 3025, loss_cls: 2.0976, loss: 2.0976, grad_norm: 3.8600 2020-10-16 06:03:05,072 - mmaction - INFO - Epoch [83][1720/1743] lr: 1.000e-04, eta: 7:40:13, time: 0.829, data_time: 0.035, memory: 3025, loss_cls: 2.1299, loss: 2.1299, grad_norm: 3.8739 2020-10-16 06:03:21,973 - mmaction - INFO - Epoch [83][1740/1743] lr: 1.000e-04, eta: 7:39:54, time: 0.849, data_time: 0.010, memory: 3025, loss_cls: 2.1608, loss: 2.1608, grad_norm: 3.8514 2020-10-16 06:04:14,857 - mmaction - INFO - Epoch [84][20/1743] lr: 1.000e-04, eta: 7:39:38, time: 2.484, data_time: 1.696, memory: 3025, loss_cls: 2.1239, loss: 2.1239, grad_norm: 3.8427 2020-10-16 06:04:32,477 - mmaction - INFO - Epoch [84][40/1743] lr: 1.000e-04, eta: 7:39:19, time: 0.883, data_time: 0.018, memory: 3025, loss_cls: 2.1587, loss: 2.1587, grad_norm: 3.8981 2020-10-16 06:04:49,353 - mmaction - INFO - Epoch [84][60/1743] lr: 1.000e-04, eta: 7:39:00, time: 0.840, data_time: 0.004, memory: 3025, loss_cls: 2.1313, loss: 2.1313, grad_norm: 3.9227 2020-10-16 06:05:06,580 - mmaction - INFO - Epoch [84][80/1743] lr: 1.000e-04, eta: 7:38:41, time: 0.865, data_time: 0.005, memory: 3025, loss_cls: 2.1416, loss: 2.1416, grad_norm: 3.8361 2020-10-16 06:05:22,822 - mmaction - INFO - Epoch [84][100/1743] lr: 1.000e-04, eta: 7:38:22, time: 0.807, data_time: 0.004, memory: 3025, loss_cls: 2.0908, loss: 2.0908, grad_norm: 3.8643 2020-10-16 06:05:39,123 - mmaction - INFO - Epoch [84][120/1743] lr: 1.000e-04, eta: 7:38:03, time: 0.815, data_time: 0.007, memory: 3025, loss_cls: 2.1793, loss: 2.1793, grad_norm: 3.8852 2020-10-16 06:05:55,923 - mmaction - INFO - Epoch [84][140/1743] lr: 1.000e-04, eta: 7:37:44, time: 0.834, data_time: 0.008, memory: 3025, loss_cls: 2.1938, loss: 2.1938, grad_norm: 4.0330 2020-10-16 06:06:11,704 - mmaction - INFO - Epoch [84][160/1743] lr: 1.000e-04, eta: 7:37:25, time: 0.797, data_time: 0.013, memory: 3025, loss_cls: 2.1372, loss: 2.1372, grad_norm: 3.8862 2020-10-16 06:06:28,306 - mmaction - INFO - Epoch [84][180/1743] lr: 1.000e-04, eta: 7:37:06, time: 0.833, data_time: 0.005, memory: 3025, loss_cls: 2.0991, loss: 2.0991, grad_norm: 3.8002 2020-10-16 06:06:44,869 - mmaction - INFO - Epoch [84][200/1743] lr: 1.000e-04, eta: 7:36:47, time: 0.829, data_time: 0.004, memory: 3025, loss_cls: 2.1003, loss: 2.1003, grad_norm: 3.8823 2020-10-16 06:07:01,655 - mmaction - INFO - Epoch [84][220/1743] lr: 1.000e-04, eta: 7:36:28, time: 0.834, data_time: 0.009, memory: 3025, loss_cls: 2.1585, loss: 2.1585, grad_norm: 3.8477 2020-10-16 06:07:17,783 - mmaction - INFO - Epoch [84][240/1743] lr: 1.000e-04, eta: 7:36:09, time: 0.804, data_time: 0.008, memory: 3025, loss_cls: 2.1386, loss: 2.1386, grad_norm: 3.9143 2020-10-16 06:07:33,619 - mmaction - INFO - Epoch [84][260/1743] lr: 1.000e-04, eta: 7:35:50, time: 0.798, data_time: 0.011, memory: 3025, loss_cls: 2.1402, loss: 2.1402, grad_norm: 3.8239 2020-10-16 06:07:49,279 - mmaction - INFO - Epoch [84][280/1743] lr: 1.000e-04, eta: 7:35:30, time: 0.782, data_time: 0.004, memory: 3025, loss_cls: 2.1862, loss: 2.1862, grad_norm: 3.9374 2020-10-16 06:08:05,386 - mmaction - INFO - Epoch [84][300/1743] lr: 1.000e-04, eta: 7:35:11, time: 0.806, data_time: 0.005, memory: 3025, loss_cls: 2.1293, loss: 2.1293, grad_norm: 3.8934 2020-10-16 06:08:21,830 - mmaction - INFO - Epoch [84][320/1743] lr: 1.000e-04, eta: 7:34:52, time: 0.820, data_time: 0.004, memory: 3025, loss_cls: 2.1392, loss: 2.1392, grad_norm: 3.8710 2020-10-16 06:08:37,606 - mmaction - INFO - Epoch [84][340/1743] lr: 1.000e-04, eta: 7:34:33, time: 0.788, data_time: 0.007, memory: 3025, loss_cls: 2.1183, loss: 2.1183, grad_norm: 3.8463 2020-10-16 06:08:54,111 - mmaction - INFO - Epoch [84][360/1743] lr: 1.000e-04, eta: 7:34:14, time: 0.830, data_time: 0.010, memory: 3025, loss_cls: 2.1684, loss: 2.1684, grad_norm: 3.9373 2020-10-16 06:09:10,125 - mmaction - INFO - Epoch [84][380/1743] lr: 1.000e-04, eta: 7:33:55, time: 0.798, data_time: 0.002, memory: 3025, loss_cls: 2.1372, loss: 2.1372, grad_norm: 3.9121 2020-10-16 06:09:26,136 - mmaction - INFO - Epoch [84][400/1743] lr: 1.000e-04, eta: 7:33:36, time: 0.800, data_time: 0.004, memory: 3025, loss_cls: 2.1308, loss: 2.1308, grad_norm: 3.8549 2020-10-16 06:09:42,560 - mmaction - INFO - Epoch [84][420/1743] lr: 1.000e-04, eta: 7:33:16, time: 0.816, data_time: 0.005, memory: 3025, loss_cls: 2.1292, loss: 2.1292, grad_norm: 3.8903 2020-10-16 06:09:58,660 - mmaction - INFO - Epoch [84][440/1743] lr: 1.000e-04, eta: 7:32:57, time: 0.812, data_time: 0.009, memory: 3025, loss_cls: 2.1476, loss: 2.1476, grad_norm: 3.8934 2020-10-16 06:10:14,693 - mmaction - INFO - Epoch [84][460/1743] lr: 1.000e-04, eta: 7:32:38, time: 0.796, data_time: 0.047, memory: 3025, loss_cls: 2.1558, loss: 2.1558, grad_norm: 3.8966 2020-10-16 06:10:30,638 - mmaction - INFO - Epoch [84][480/1743] lr: 1.000e-04, eta: 7:32:19, time: 0.799, data_time: 0.008, memory: 3025, loss_cls: 2.1545, loss: 2.1545, grad_norm: 3.9467 2020-10-16 06:10:46,789 - mmaction - INFO - Epoch [84][500/1743] lr: 1.000e-04, eta: 7:32:00, time: 0.808, data_time: 0.008, memory: 3025, loss_cls: 2.1486, loss: 2.1486, grad_norm: 3.9365 2020-10-16 06:11:03,241 - mmaction - INFO - Epoch [84][520/1743] lr: 1.000e-04, eta: 7:31:41, time: 0.826, data_time: 0.007, memory: 3025, loss_cls: 2.1655, loss: 2.1655, grad_norm: 3.9018 2020-10-16 06:11:18,821 - mmaction - INFO - Epoch [84][540/1743] lr: 1.000e-04, eta: 7:31:22, time: 0.778, data_time: 0.003, memory: 3025, loss_cls: 2.1493, loss: 2.1493, grad_norm: 3.9452 2020-10-16 06:11:34,985 - mmaction - INFO - Epoch [84][560/1743] lr: 1.000e-04, eta: 7:31:03, time: 0.805, data_time: 0.012, memory: 3025, loss_cls: 2.1587, loss: 2.1587, grad_norm: 4.0138 2020-10-16 06:11:50,703 - mmaction - INFO - Epoch [84][580/1743] lr: 1.000e-04, eta: 7:30:43, time: 0.790, data_time: 0.007, memory: 3025, loss_cls: 2.1407, loss: 2.1407, grad_norm: 3.8971 2020-10-16 06:12:07,340 - mmaction - INFO - Epoch [84][600/1743] lr: 1.000e-04, eta: 7:30:24, time: 0.827, data_time: 0.005, memory: 3025, loss_cls: 2.1346, loss: 2.1346, grad_norm: 3.8649 2020-10-16 06:12:23,381 - mmaction - INFO - Epoch [84][620/1743] lr: 1.000e-04, eta: 7:30:05, time: 0.806, data_time: 0.009, memory: 3025, loss_cls: 2.1341, loss: 2.1341, grad_norm: 3.8583 2020-10-16 06:12:39,238 - mmaction - INFO - Epoch [84][640/1743] lr: 1.000e-04, eta: 7:29:46, time: 0.796, data_time: 0.005, memory: 3025, loss_cls: 2.1443, loss: 2.1443, grad_norm: 3.9330 2020-10-16 06:12:55,079 - mmaction - INFO - Epoch [84][660/1743] lr: 1.000e-04, eta: 7:29:27, time: 0.789, data_time: 0.001, memory: 3025, loss_cls: 2.1339, loss: 2.1339, grad_norm: 3.9286 2020-10-16 06:13:11,158 - mmaction - INFO - Epoch [84][680/1743] lr: 1.000e-04, eta: 7:29:08, time: 0.803, data_time: 0.005, memory: 3025, loss_cls: 2.1435, loss: 2.1435, grad_norm: 3.9460 2020-10-16 06:13:27,591 - mmaction - INFO - Epoch [84][700/1743] lr: 1.000e-04, eta: 7:28:49, time: 0.822, data_time: 0.005, memory: 3025, loss_cls: 2.1576, loss: 2.1576, grad_norm: 3.9115 2020-10-16 06:13:43,762 - mmaction - INFO - Epoch [84][720/1743] lr: 1.000e-04, eta: 7:28:30, time: 0.809, data_time: 0.007, memory: 3025, loss_cls: 2.1266, loss: 2.1266, grad_norm: 3.9435 2020-10-16 06:13:59,902 - mmaction - INFO - Epoch [84][740/1743] lr: 1.000e-04, eta: 7:28:10, time: 0.808, data_time: 0.003, memory: 3025, loss_cls: 2.1254, loss: 2.1254, grad_norm: 3.8782 2020-10-16 06:14:15,294 - mmaction - INFO - Epoch [84][760/1743] lr: 1.000e-04, eta: 7:27:51, time: 0.761, data_time: 0.005, memory: 3025, loss_cls: 2.1584, loss: 2.1584, grad_norm: 3.8814 2020-10-16 06:14:31,366 - mmaction - INFO - Epoch [84][780/1743] lr: 1.000e-04, eta: 7:27:32, time: 0.808, data_time: 0.012, memory: 3025, loss_cls: 2.1220, loss: 2.1220, grad_norm: 3.8949 2020-10-16 06:14:47,149 - mmaction - INFO - Epoch [84][800/1743] lr: 1.000e-04, eta: 7:27:13, time: 0.791, data_time: 0.008, memory: 3025, loss_cls: 2.1298, loss: 2.1298, grad_norm: 4.0358 2020-10-16 06:15:03,413 - mmaction - INFO - Epoch [84][820/1743] lr: 1.000e-04, eta: 7:26:54, time: 0.812, data_time: 0.005, memory: 3025, loss_cls: 2.1513, loss: 2.1513, grad_norm: 3.9235 2020-10-16 06:15:19,743 - mmaction - INFO - Epoch [84][840/1743] lr: 1.000e-04, eta: 7:26:35, time: 0.816, data_time: 0.005, memory: 3025, loss_cls: 2.1183, loss: 2.1183, grad_norm: 3.8831 2020-10-16 06:15:36,146 - mmaction - INFO - Epoch [84][860/1743] lr: 1.000e-04, eta: 7:26:16, time: 0.821, data_time: 0.007, memory: 3025, loss_cls: 2.1550, loss: 2.1550, grad_norm: 3.8752 2020-10-16 06:15:52,471 - mmaction - INFO - Epoch [84][880/1743] lr: 1.000e-04, eta: 7:25:57, time: 0.817, data_time: 0.004, memory: 3025, loss_cls: 2.1315, loss: 2.1315, grad_norm: 3.8974 2020-10-16 06:16:08,707 - mmaction - INFO - Epoch [84][900/1743] lr: 1.000e-04, eta: 7:25:38, time: 0.809, data_time: 0.007, memory: 3025, loss_cls: 2.1447, loss: 2.1447, grad_norm: 3.9290 2020-10-16 06:16:24,841 - mmaction - INFO - Epoch [84][920/1743] lr: 1.000e-04, eta: 7:25:18, time: 0.805, data_time: 0.009, memory: 3025, loss_cls: 2.1146, loss: 2.1146, grad_norm: 3.8473 2020-10-16 06:16:41,034 - mmaction - INFO - Epoch [84][940/1743] lr: 1.000e-04, eta: 7:24:59, time: 0.810, data_time: 0.009, memory: 3025, loss_cls: 2.1292, loss: 2.1292, grad_norm: 3.8661 2020-10-16 06:16:57,271 - mmaction - INFO - Epoch [84][960/1743] lr: 1.000e-04, eta: 7:24:40, time: 0.818, data_time: 0.008, memory: 3025, loss_cls: 2.1358, loss: 2.1358, grad_norm: 3.8772 2020-10-16 06:17:12,273 - mmaction - INFO - Epoch [84][980/1743] lr: 1.000e-04, eta: 7:24:21, time: 0.748, data_time: 0.003, memory: 3025, loss_cls: 2.1883, loss: 2.1883, grad_norm: 3.8860 2020-10-16 06:17:29,044 - mmaction - INFO - Epoch [84][1000/1743] lr: 1.000e-04, eta: 7:24:02, time: 0.838, data_time: 0.006, memory: 3025, loss_cls: 2.1421, loss: 2.1421, grad_norm: 3.8920 2020-10-16 06:17:44,511 - mmaction - INFO - Epoch [84][1020/1743] lr: 1.000e-04, eta: 7:23:43, time: 0.774, data_time: 0.007, memory: 3025, loss_cls: 2.1412, loss: 2.1412, grad_norm: 3.9047 2020-10-16 06:18:00,977 - mmaction - INFO - Epoch [84][1040/1743] lr: 1.000e-04, eta: 7:23:24, time: 0.822, data_time: 0.006, memory: 3025, loss_cls: 2.1104, loss: 2.1104, grad_norm: 3.8647 2020-10-16 06:18:15,980 - mmaction - INFO - Epoch [84][1060/1743] lr: 1.000e-04, eta: 7:23:04, time: 0.754, data_time: 0.007, memory: 3025, loss_cls: 2.1486, loss: 2.1486, grad_norm: 3.9218 2020-10-16 06:18:31,681 - mmaction - INFO - Epoch [84][1080/1743] lr: 1.000e-04, eta: 7:22:45, time: 0.777, data_time: 0.003, memory: 3025, loss_cls: 2.1185, loss: 2.1185, grad_norm: 3.9134 2020-10-16 06:18:47,710 - mmaction - INFO - Epoch [84][1100/1743] lr: 1.000e-04, eta: 7:22:26, time: 0.809, data_time: 0.012, memory: 3025, loss_cls: 2.1749, loss: 2.1749, grad_norm: 3.9236 2020-10-16 06:19:03,265 - mmaction - INFO - Epoch [84][1120/1743] lr: 1.000e-04, eta: 7:22:07, time: 0.768, data_time: 0.004, memory: 3025, loss_cls: 2.1398, loss: 2.1398, grad_norm: 3.8306 2020-10-16 06:19:19,290 - mmaction - INFO - Epoch [84][1140/1743] lr: 1.000e-04, eta: 7:21:48, time: 0.813, data_time: 0.014, memory: 3025, loss_cls: 2.1063, loss: 2.1063, grad_norm: 3.8474 2020-10-16 06:19:35,608 - mmaction - INFO - Epoch [84][1160/1743] lr: 1.000e-04, eta: 7:21:29, time: 0.806, data_time: 0.002, memory: 3025, loss_cls: 2.1702, loss: 2.1702, grad_norm: 3.9279 2020-10-16 06:19:51,648 - mmaction - INFO - Epoch [84][1180/1743] lr: 1.000e-04, eta: 7:21:10, time: 0.811, data_time: 0.014, memory: 3025, loss_cls: 2.1299, loss: 2.1299, grad_norm: 3.8461 2020-10-16 06:20:08,083 - mmaction - INFO - Epoch [84][1200/1743] lr: 1.000e-04, eta: 7:20:51, time: 0.821, data_time: 0.005, memory: 3025, loss_cls: 2.1068, loss: 2.1068, grad_norm: 3.8581 2020-10-16 06:20:24,368 - mmaction - INFO - Epoch [84][1220/1743] lr: 1.000e-04, eta: 7:20:32, time: 0.816, data_time: 0.007, memory: 3025, loss_cls: 2.1284, loss: 2.1284, grad_norm: 3.9035 2020-10-16 06:20:40,552 - mmaction - INFO - Epoch [84][1240/1743] lr: 1.000e-04, eta: 7:20:12, time: 0.805, data_time: 0.004, memory: 3025, loss_cls: 2.1405, loss: 2.1405, grad_norm: 3.8280 2020-10-16 06:20:56,813 - mmaction - INFO - Epoch [84][1260/1743] lr: 1.000e-04, eta: 7:19:53, time: 0.811, data_time: 0.006, memory: 3025, loss_cls: 2.1539, loss: 2.1539, grad_norm: 4.0214 2020-10-16 06:21:12,941 - mmaction - INFO - Epoch [84][1280/1743] lr: 1.000e-04, eta: 7:19:34, time: 0.800, data_time: 0.009, memory: 3025, loss_cls: 2.1374, loss: 2.1374, grad_norm: 3.8949 2020-10-16 06:21:29,122 - mmaction - INFO - Epoch [84][1300/1743] lr: 1.000e-04, eta: 7:19:15, time: 0.821, data_time: 0.015, memory: 3025, loss_cls: 2.1441, loss: 2.1441, grad_norm: 3.9171 2020-10-16 06:21:45,079 - mmaction - INFO - Epoch [84][1320/1743] lr: 1.000e-04, eta: 7:18:56, time: 0.792, data_time: 0.002, memory: 3025, loss_cls: 2.1314, loss: 2.1314, grad_norm: 3.8935 2020-10-16 06:22:01,502 - mmaction - INFO - Epoch [84][1340/1743] lr: 1.000e-04, eta: 7:18:37, time: 0.823, data_time: 0.009, memory: 3025, loss_cls: 2.1698, loss: 2.1698, grad_norm: 3.9508 2020-10-16 06:22:17,295 - mmaction - INFO - Epoch [84][1360/1743] lr: 1.000e-04, eta: 7:18:18, time: 0.789, data_time: 0.007, memory: 3025, loss_cls: 2.1240, loss: 2.1240, grad_norm: 3.8845 2020-10-16 06:22:33,393 - mmaction - INFO - Epoch [84][1380/1743] lr: 1.000e-04, eta: 7:17:59, time: 0.809, data_time: 0.006, memory: 3025, loss_cls: 2.1228, loss: 2.1228, grad_norm: 3.8707 2020-10-16 06:22:49,304 - mmaction - INFO - Epoch [84][1400/1743] lr: 1.000e-04, eta: 7:17:40, time: 0.795, data_time: 0.002, memory: 3025, loss_cls: 2.1417, loss: 2.1417, grad_norm: 3.9568 2020-10-16 06:23:05,321 - mmaction - INFO - Epoch [84][1420/1743] lr: 1.000e-04, eta: 7:17:21, time: 0.802, data_time: 0.006, memory: 3025, loss_cls: 2.1260, loss: 2.1260, grad_norm: 3.8672 2020-10-16 06:23:21,554 - mmaction - INFO - Epoch [84][1440/1743] lr: 1.000e-04, eta: 7:17:02, time: 0.811, data_time: 0.004, memory: 3025, loss_cls: 2.1354, loss: 2.1354, grad_norm: 3.9582 2020-10-16 06:23:37,183 - mmaction - INFO - Epoch [84][1460/1743] lr: 1.000e-04, eta: 7:16:42, time: 0.779, data_time: 0.004, memory: 3025, loss_cls: 2.1500, loss: 2.1500, grad_norm: 3.9561 2020-10-16 06:23:53,236 - mmaction - INFO - Epoch [84][1480/1743] lr: 1.000e-04, eta: 7:16:23, time: 0.804, data_time: 0.006, memory: 3025, loss_cls: 2.1559, loss: 2.1559, grad_norm: 3.9258 2020-10-16 06:24:09,721 - mmaction - INFO - Epoch [84][1500/1743] lr: 1.000e-04, eta: 7:16:04, time: 0.825, data_time: 0.004, memory: 3025, loss_cls: 2.1355, loss: 2.1355, grad_norm: 3.9006 2020-10-16 06:24:26,097 - mmaction - INFO - Epoch [84][1520/1743] lr: 1.000e-04, eta: 7:15:45, time: 0.807, data_time: 0.008, memory: 3025, loss_cls: 2.1529, loss: 2.1529, grad_norm: 3.9000 2020-10-16 06:24:42,548 - mmaction - INFO - Epoch [84][1540/1743] lr: 1.000e-04, eta: 7:15:26, time: 0.834, data_time: 0.015, memory: 3025, loss_cls: 2.1196, loss: 2.1196, grad_norm: 3.9065 2020-10-16 06:24:58,495 - mmaction - INFO - Epoch [84][1560/1743] lr: 1.000e-04, eta: 7:15:07, time: 0.795, data_time: 0.002, memory: 3025, loss_cls: 2.1245, loss: 2.1245, grad_norm: 4.1668 2020-10-16 06:25:14,497 - mmaction - INFO - Epoch [84][1580/1743] lr: 1.000e-04, eta: 7:14:48, time: 0.800, data_time: 0.008, memory: 3025, loss_cls: 2.0938, loss: 2.0938, grad_norm: 3.8728 2020-10-16 06:25:30,629 - mmaction - INFO - Epoch [84][1600/1743] lr: 1.000e-04, eta: 7:14:29, time: 0.807, data_time: 0.005, memory: 3025, loss_cls: 2.1402, loss: 2.1402, grad_norm: 3.8935 2020-10-16 06:25:46,825 - mmaction - INFO - Epoch [84][1620/1743] lr: 1.000e-04, eta: 7:14:10, time: 0.810, data_time: 0.007, memory: 3025, loss_cls: 2.1462, loss: 2.1462, grad_norm: 3.9041 2020-10-16 06:26:02,736 - mmaction - INFO - Epoch [84][1640/1743] lr: 1.000e-04, eta: 7:13:51, time: 0.788, data_time: 0.007, memory: 3025, loss_cls: 2.1487, loss: 2.1487, grad_norm: 3.9210 2020-10-16 06:26:18,955 - mmaction - INFO - Epoch [84][1660/1743] lr: 1.000e-04, eta: 7:13:32, time: 0.821, data_time: 0.013, memory: 3025, loss_cls: 2.1473, loss: 2.1473, grad_norm: 3.8777 2020-10-16 06:26:35,370 - mmaction - INFO - Epoch [84][1680/1743] lr: 1.000e-04, eta: 7:13:13, time: 0.820, data_time: 0.001, memory: 3025, loss_cls: 2.1848, loss: 2.1848, grad_norm: 4.0179 2020-10-16 06:26:50,825 - mmaction - INFO - Epoch [84][1700/1743] lr: 1.000e-04, eta: 7:12:54, time: 0.770, data_time: 0.007, memory: 3025, loss_cls: 2.1226, loss: 2.1226, grad_norm: 3.8200 2020-10-16 06:27:07,204 - mmaction - INFO - Epoch [84][1720/1743] lr: 1.000e-04, eta: 7:12:35, time: 0.819, data_time: 0.005, memory: 3025, loss_cls: 2.1740, loss: 2.1740, grad_norm: 3.9148 2020-10-16 06:27:23,515 - mmaction - INFO - Epoch [84][1740/1743] lr: 1.000e-04, eta: 7:12:15, time: 0.816, data_time: 0.005, memory: 3025, loss_cls: 2.0878, loss: 2.0878, grad_norm: 3.8799 2020-10-16 06:27:58,868 - mmaction - INFO - Epoch [85][20/1743] lr: 1.000e-04, eta: 7:11:56, time: 1.603, data_time: 0.909, memory: 3025, loss_cls: 2.1607, loss: 2.1607, grad_norm: 3.9200 2020-10-16 06:28:15,780 - mmaction - INFO - Epoch [85][40/1743] lr: 1.000e-04, eta: 7:11:37, time: 0.843, data_time: 0.069, memory: 3025, loss_cls: 2.1656, loss: 2.1656, grad_norm: 3.8878 2020-10-16 06:28:32,546 - mmaction - INFO - Epoch [85][60/1743] lr: 1.000e-04, eta: 7:11:18, time: 0.842, data_time: 0.088, memory: 3025, loss_cls: 2.1335, loss: 2.1335, grad_norm: 3.8860 2020-10-16 06:28:49,304 - mmaction - INFO - Epoch [85][80/1743] lr: 1.000e-04, eta: 7:10:59, time: 0.831, data_time: 0.109, memory: 3025, loss_cls: 2.1531, loss: 2.1531, grad_norm: 3.9544 2020-10-16 06:29:05,568 - mmaction - INFO - Epoch [85][100/1743] lr: 1.000e-04, eta: 7:10:40, time: 0.820, data_time: 0.028, memory: 3025, loss_cls: 2.1659, loss: 2.1659, grad_norm: 3.8868 2020-10-16 06:29:21,007 - mmaction - INFO - Epoch [85][120/1743] lr: 1.000e-04, eta: 7:10:21, time: 0.771, data_time: 0.004, memory: 3025, loss_cls: 2.1131, loss: 2.1131, grad_norm: 3.9271 2020-10-16 06:29:37,210 - mmaction - INFO - Epoch [85][140/1743] lr: 1.000e-04, eta: 7:10:02, time: 0.801, data_time: 0.003, memory: 3025, loss_cls: 2.1108, loss: 2.1108, grad_norm: 3.8535 2020-10-16 06:29:53,002 - mmaction - INFO - Epoch [85][160/1743] lr: 1.000e-04, eta: 7:09:43, time: 0.795, data_time: 0.012, memory: 3025, loss_cls: 2.1009, loss: 2.1009, grad_norm: 3.8414 2020-10-16 06:30:08,713 - mmaction - INFO - Epoch [85][180/1743] lr: 1.000e-04, eta: 7:09:24, time: 0.784, data_time: 0.007, memory: 3025, loss_cls: 2.1351, loss: 2.1351, grad_norm: 3.9119 2020-10-16 06:30:24,629 - mmaction - INFO - Epoch [85][200/1743] lr: 1.000e-04, eta: 7:09:05, time: 0.796, data_time: 0.008, memory: 3025, loss_cls: 2.1293, loss: 2.1293, grad_norm: 3.8614 2020-10-16 06:30:41,084 - mmaction - INFO - Epoch [85][220/1743] lr: 1.000e-04, eta: 7:08:46, time: 0.827, data_time: 0.009, memory: 3025, loss_cls: 2.1593, loss: 2.1593, grad_norm: 3.9501 2020-10-16 06:30:57,285 - mmaction - INFO - Epoch [85][240/1743] lr: 1.000e-04, eta: 7:08:27, time: 0.801, data_time: 0.002, memory: 3025, loss_cls: 2.1427, loss: 2.1427, grad_norm: 3.8862 2020-10-16 06:31:13,557 - mmaction - INFO - Epoch [85][260/1743] lr: 1.000e-04, eta: 7:08:08, time: 0.820, data_time: 0.012, memory: 3025, loss_cls: 2.1609, loss: 2.1609, grad_norm: 3.9770 2020-10-16 06:31:29,217 - mmaction - INFO - Epoch [85][280/1743] lr: 1.000e-04, eta: 7:07:48, time: 0.777, data_time: 0.006, memory: 3025, loss_cls: 2.1474, loss: 2.1474, grad_norm: 3.9292 2020-10-16 06:31:45,527 - mmaction - INFO - Epoch [85][300/1743] lr: 1.000e-04, eta: 7:07:29, time: 0.820, data_time: 0.027, memory: 3025, loss_cls: 2.1095, loss: 2.1095, grad_norm: 3.9368 2020-10-16 06:32:01,658 - mmaction - INFO - Epoch [85][320/1743] lr: 1.000e-04, eta: 7:07:10, time: 0.810, data_time: 0.024, memory: 3025, loss_cls: 2.1354, loss: 2.1354, grad_norm: 4.0461 2020-10-16 06:32:17,980 - mmaction - INFO - Epoch [85][340/1743] lr: 1.000e-04, eta: 7:06:51, time: 0.816, data_time: 0.066, memory: 3025, loss_cls: 2.1356, loss: 2.1356, grad_norm: 3.9281 2020-10-16 06:32:34,834 - mmaction - INFO - Epoch [85][360/1743] lr: 1.000e-04, eta: 7:06:32, time: 0.844, data_time: 0.325, memory: 3025, loss_cls: 2.0976, loss: 2.0976, grad_norm: 3.8391 2020-10-16 06:32:50,977 - mmaction - INFO - Epoch [85][380/1743] lr: 1.000e-04, eta: 7:06:13, time: 0.803, data_time: 0.303, memory: 3025, loss_cls: 2.1437, loss: 2.1437, grad_norm: 3.8956 2020-10-16 06:33:07,792 - mmaction - INFO - Epoch [85][400/1743] lr: 1.000e-04, eta: 7:05:54, time: 0.834, data_time: 0.361, memory: 3025, loss_cls: 2.1430, loss: 2.1430, grad_norm: 3.8929 2020-10-16 06:33:23,622 - mmaction - INFO - Epoch [85][420/1743] lr: 1.000e-04, eta: 7:05:35, time: 0.802, data_time: 0.316, memory: 3025, loss_cls: 2.1546, loss: 2.1546, grad_norm: 3.9625 2020-10-16 06:33:40,325 - mmaction - INFO - Epoch [85][440/1743] lr: 1.000e-04, eta: 7:05:16, time: 0.831, data_time: 0.364, memory: 3025, loss_cls: 2.1511, loss: 2.1511, grad_norm: 3.9048 2020-10-16 06:33:56,590 - mmaction - INFO - Epoch [85][460/1743] lr: 1.000e-04, eta: 7:04:57, time: 0.810, data_time: 0.329, memory: 3025, loss_cls: 2.1389, loss: 2.1389, grad_norm: 3.8903 2020-10-16 06:34:12,863 - mmaction - INFO - Epoch [85][480/1743] lr: 1.000e-04, eta: 7:04:38, time: 0.814, data_time: 0.335, memory: 3025, loss_cls: 2.0938, loss: 2.0938, grad_norm: 3.8416 2020-10-16 06:34:28,780 - mmaction - INFO - Epoch [85][500/1743] lr: 1.000e-04, eta: 7:04:19, time: 0.796, data_time: 0.308, memory: 3025, loss_cls: 2.1750, loss: 2.1750, grad_norm: 3.9146 2020-10-16 06:34:44,775 - mmaction - INFO - Epoch [85][520/1743] lr: 1.000e-04, eta: 7:04:00, time: 0.798, data_time: 0.296, memory: 3025, loss_cls: 2.1840, loss: 2.1840, grad_norm: 3.9379 2020-10-16 06:35:01,234 - mmaction - INFO - Epoch [85][540/1743] lr: 1.000e-04, eta: 7:03:41, time: 0.828, data_time: 0.174, memory: 3025, loss_cls: 2.1720, loss: 2.1720, grad_norm: 3.9666 2020-10-16 06:35:17,559 - mmaction - INFO - Epoch [85][560/1743] lr: 1.000e-04, eta: 7:03:22, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.1550, loss: 2.1550, grad_norm: 3.9720 2020-10-16 06:35:33,986 - mmaction - INFO - Epoch [85][580/1743] lr: 1.000e-04, eta: 7:03:03, time: 0.826, data_time: 0.019, memory: 3025, loss_cls: 2.1398, loss: 2.1398, grad_norm: 3.9116 2020-10-16 06:35:50,104 - mmaction - INFO - Epoch [85][600/1743] lr: 1.000e-04, eta: 7:02:44, time: 0.805, data_time: 0.002, memory: 3025, loss_cls: 2.1454, loss: 2.1454, grad_norm: 3.9290 2020-10-16 06:36:06,554 - mmaction - INFO - Epoch [85][620/1743] lr: 1.000e-04, eta: 7:02:25, time: 0.814, data_time: 0.003, memory: 3025, loss_cls: 2.1506, loss: 2.1506, grad_norm: 3.9701 2020-10-16 06:36:22,606 - mmaction - INFO - Epoch [85][640/1743] lr: 1.000e-04, eta: 7:02:06, time: 0.812, data_time: 0.012, memory: 3025, loss_cls: 2.1507, loss: 2.1507, grad_norm: 3.9126 2020-10-16 06:36:38,925 - mmaction - INFO - Epoch [85][660/1743] lr: 1.000e-04, eta: 7:01:47, time: 0.813, data_time: 0.002, memory: 3025, loss_cls: 2.1374, loss: 2.1374, grad_norm: 3.8490 2020-10-16 06:36:54,597 - mmaction - INFO - Epoch [85][680/1743] lr: 1.000e-04, eta: 7:01:28, time: 0.782, data_time: 0.006, memory: 3025, loss_cls: 2.1370, loss: 2.1370, grad_norm: 3.8676 2020-10-16 06:37:10,492 - mmaction - INFO - Epoch [85][700/1743] lr: 1.000e-04, eta: 7:01:09, time: 0.790, data_time: 0.010, memory: 3025, loss_cls: 2.1450, loss: 2.1450, grad_norm: 3.9463 2020-10-16 06:37:26,843 - mmaction - INFO - Epoch [85][720/1743] lr: 1.000e-04, eta: 7:00:50, time: 0.817, data_time: 0.029, memory: 3025, loss_cls: 2.1280, loss: 2.1280, grad_norm: 3.9096 2020-10-16 06:37:42,948 - mmaction - INFO - Epoch [85][740/1743] lr: 1.000e-04, eta: 7:00:31, time: 0.810, data_time: 0.032, memory: 3025, loss_cls: 2.1597, loss: 2.1597, grad_norm: 3.9749 2020-10-16 06:37:59,449 - mmaction - INFO - Epoch [85][760/1743] lr: 1.000e-04, eta: 7:00:12, time: 0.826, data_time: 0.086, memory: 3025, loss_cls: 2.1037, loss: 2.1037, grad_norm: 3.8874 2020-10-16 06:38:16,095 - mmaction - INFO - Epoch [85][780/1743] lr: 1.000e-04, eta: 6:59:53, time: 0.827, data_time: 0.067, memory: 3025, loss_cls: 2.1121, loss: 2.1121, grad_norm: 3.8564 2020-10-16 06:38:32,177 - mmaction - INFO - Epoch [85][800/1743] lr: 1.000e-04, eta: 6:59:34, time: 0.806, data_time: 0.022, memory: 3025, loss_cls: 2.1312, loss: 2.1312, grad_norm: 3.8411 2020-10-16 06:38:48,121 - mmaction - INFO - Epoch [85][820/1743] lr: 1.000e-04, eta: 6:59:15, time: 0.803, data_time: 0.074, memory: 3025, loss_cls: 2.1322, loss: 2.1322, grad_norm: 3.8640 2020-10-16 06:39:03,817 - mmaction - INFO - Epoch [85][840/1743] lr: 1.000e-04, eta: 6:58:56, time: 0.784, data_time: 0.043, memory: 3025, loss_cls: 2.1170, loss: 2.1170, grad_norm: 3.8919 2020-10-16 06:39:20,186 - mmaction - INFO - Epoch [85][860/1743] lr: 1.000e-04, eta: 6:58:37, time: 0.821, data_time: 0.079, memory: 3025, loss_cls: 2.0948, loss: 2.0948, grad_norm: 3.9059 2020-10-16 06:39:36,733 - mmaction - INFO - Epoch [85][880/1743] lr: 1.000e-04, eta: 6:58:18, time: 0.819, data_time: 0.004, memory: 3025, loss_cls: 2.1343, loss: 2.1343, grad_norm: 3.9287 2020-10-16 06:39:53,202 - mmaction - INFO - Epoch [85][900/1743] lr: 1.000e-04, eta: 6:57:59, time: 0.829, data_time: 0.084, memory: 3025, loss_cls: 2.1165, loss: 2.1165, grad_norm: 3.9406 2020-10-16 06:40:09,376 - mmaction - INFO - Epoch [85][920/1743] lr: 1.000e-04, eta: 6:57:40, time: 0.807, data_time: 0.160, memory: 3025, loss_cls: 2.1639, loss: 2.1639, grad_norm: 3.8884 2020-10-16 06:40:25,446 - mmaction - INFO - Epoch [85][940/1743] lr: 1.000e-04, eta: 6:57:21, time: 0.805, data_time: 0.068, memory: 3025, loss_cls: 2.1585, loss: 2.1585, grad_norm: 3.9467 2020-10-16 06:40:42,330 - mmaction - INFO - Epoch [85][960/1743] lr: 1.000e-04, eta: 6:57:02, time: 0.846, data_time: 0.289, memory: 3025, loss_cls: 2.1144, loss: 2.1144, grad_norm: 3.8819 2020-10-16 06:40:58,689 - mmaction - INFO - Epoch [85][980/1743] lr: 1.000e-04, eta: 6:56:43, time: 0.808, data_time: 0.337, memory: 3025, loss_cls: 2.1399, loss: 2.1399, grad_norm: 3.9558 2020-10-16 06:41:15,257 - mmaction - INFO - Epoch [85][1000/1743] lr: 1.000e-04, eta: 6:56:24, time: 0.837, data_time: 0.338, memory: 3025, loss_cls: 2.1629, loss: 2.1629, grad_norm: 3.9531 2020-10-16 06:41:31,639 - mmaction - INFO - Epoch [85][1020/1743] lr: 1.000e-04, eta: 6:56:05, time: 0.815, data_time: 0.320, memory: 3025, loss_cls: 2.1252, loss: 2.1252, grad_norm: 3.9325 2020-10-16 06:41:48,037 - mmaction - INFO - Epoch [85][1040/1743] lr: 1.000e-04, eta: 6:55:46, time: 0.824, data_time: 0.330, memory: 3025, loss_cls: 2.1260, loss: 2.1260, grad_norm: 3.8818 2020-10-16 06:42:04,731 - mmaction - INFO - Epoch [85][1060/1743] lr: 1.000e-04, eta: 6:55:27, time: 0.836, data_time: 0.335, memory: 3025, loss_cls: 2.1221, loss: 2.1221, grad_norm: 3.8629 2020-10-16 06:42:21,241 - mmaction - INFO - Epoch [85][1080/1743] lr: 1.000e-04, eta: 6:55:08, time: 0.823, data_time: 0.347, memory: 3025, loss_cls: 2.1458, loss: 2.1458, grad_norm: 3.9435 2020-10-16 06:42:37,830 - mmaction - INFO - Epoch [85][1100/1743] lr: 1.000e-04, eta: 6:54:49, time: 0.829, data_time: 0.334, memory: 3025, loss_cls: 2.1013, loss: 2.1013, grad_norm: 3.9176 2020-10-16 06:42:54,394 - mmaction - INFO - Epoch [85][1120/1743] lr: 1.000e-04, eta: 6:54:30, time: 0.827, data_time: 0.253, memory: 3025, loss_cls: 2.1420, loss: 2.1420, grad_norm: 3.8982 2020-10-16 06:43:11,082 - mmaction - INFO - Epoch [85][1140/1743] lr: 1.000e-04, eta: 6:54:11, time: 0.829, data_time: 0.225, memory: 3025, loss_cls: 2.1211, loss: 2.1211, grad_norm: 3.8735 2020-10-16 06:43:26,809 - mmaction - INFO - Epoch [85][1160/1743] lr: 1.000e-04, eta: 6:53:52, time: 0.796, data_time: 0.297, memory: 3025, loss_cls: 2.1317, loss: 2.1317, grad_norm: 3.9295 2020-10-16 06:43:43,376 - mmaction - INFO - Epoch [85][1180/1743] lr: 1.000e-04, eta: 6:53:33, time: 0.824, data_time: 0.347, memory: 3025, loss_cls: 2.1478, loss: 2.1478, grad_norm: 3.9459 2020-10-16 06:44:00,210 - mmaction - INFO - Epoch [85][1200/1743] lr: 1.000e-04, eta: 6:53:14, time: 0.844, data_time: 0.353, memory: 3025, loss_cls: 2.1430, loss: 2.1430, grad_norm: 3.9294 2020-10-16 06:44:15,818 - mmaction - INFO - Epoch [85][1220/1743] lr: 1.000e-04, eta: 6:52:55, time: 0.775, data_time: 0.310, memory: 3025, loss_cls: 2.1337, loss: 2.1337, grad_norm: 3.8680 2020-10-16 06:44:31,895 - mmaction - INFO - Epoch [85][1240/1743] lr: 1.000e-04, eta: 6:52:36, time: 0.809, data_time: 0.328, memory: 3025, loss_cls: 2.1285, loss: 2.1285, grad_norm: 3.9665 2020-10-16 06:44:48,078 - mmaction - INFO - Epoch [85][1260/1743] lr: 1.000e-04, eta: 6:52:17, time: 0.808, data_time: 0.326, memory: 3025, loss_cls: 2.1074, loss: 2.1074, grad_norm: 3.8182 2020-10-16 06:45:04,930 - mmaction - INFO - Epoch [85][1280/1743] lr: 1.000e-04, eta: 6:51:58, time: 0.844, data_time: 0.360, memory: 3025, loss_cls: 2.1390, loss: 2.1390, grad_norm: 3.9706 2020-10-16 06:45:21,647 - mmaction - INFO - Epoch [85][1300/1743] lr: 1.000e-04, eta: 6:51:39, time: 0.837, data_time: 0.331, memory: 3025, loss_cls: 2.1387, loss: 2.1387, grad_norm: 3.8865 2020-10-16 06:45:37,591 - mmaction - INFO - Epoch [85][1320/1743] lr: 1.000e-04, eta: 6:51:20, time: 0.791, data_time: 0.325, memory: 3025, loss_cls: 2.1573, loss: 2.1573, grad_norm: 3.9294 2020-10-16 06:45:54,167 - mmaction - INFO - Epoch [85][1340/1743] lr: 1.000e-04, eta: 6:51:01, time: 0.834, data_time: 0.340, memory: 3025, loss_cls: 2.1621, loss: 2.1621, grad_norm: 3.9424 2020-10-16 06:46:10,216 - mmaction - INFO - Epoch [85][1360/1743] lr: 1.000e-04, eta: 6:50:42, time: 0.797, data_time: 0.310, memory: 3025, loss_cls: 2.1501, loss: 2.1501, grad_norm: 3.9162 2020-10-16 06:46:26,957 - mmaction - INFO - Epoch [85][1380/1743] lr: 1.000e-04, eta: 6:50:23, time: 0.842, data_time: 0.234, memory: 3025, loss_cls: 2.1065, loss: 2.1065, grad_norm: 3.8905 2020-10-16 06:46:43,315 - mmaction - INFO - Epoch [85][1400/1743] lr: 1.000e-04, eta: 6:50:04, time: 0.819, data_time: 0.264, memory: 3025, loss_cls: 2.1174, loss: 2.1174, grad_norm: 3.8666 2020-10-16 06:46:59,936 - mmaction - INFO - Epoch [85][1420/1743] lr: 1.000e-04, eta: 6:49:45, time: 0.824, data_time: 0.356, memory: 3025, loss_cls: 2.1421, loss: 2.1421, grad_norm: 3.9325 2020-10-16 06:47:16,540 - mmaction - INFO - Epoch [85][1440/1743] lr: 1.000e-04, eta: 6:49:26, time: 0.833, data_time: 0.324, memory: 3025, loss_cls: 2.1523, loss: 2.1523, grad_norm: 3.9316 2020-10-16 06:47:32,822 - mmaction - INFO - Epoch [85][1460/1743] lr: 1.000e-04, eta: 6:49:07, time: 0.810, data_time: 0.348, memory: 3025, loss_cls: 2.1295, loss: 2.1295, grad_norm: 3.9541 2020-10-16 06:47:49,453 - mmaction - INFO - Epoch [85][1480/1743] lr: 1.000e-04, eta: 6:48:48, time: 0.837, data_time: 0.356, memory: 3025, loss_cls: 2.1349, loss: 2.1349, grad_norm: 3.9889 2020-10-16 06:48:05,870 - mmaction - INFO - Epoch [85][1500/1743] lr: 1.000e-04, eta: 6:48:30, time: 0.821, data_time: 0.336, memory: 3025, loss_cls: 2.1400, loss: 2.1400, grad_norm: 3.9620 2020-10-16 06:48:22,910 - mmaction - INFO - Epoch [85][1520/1743] lr: 1.000e-04, eta: 6:48:11, time: 0.847, data_time: 0.363, memory: 3025, loss_cls: 2.1597, loss: 2.1597, grad_norm: 3.9401 2020-10-16 06:48:38,935 - mmaction - INFO - Epoch [85][1540/1743] lr: 1.000e-04, eta: 6:47:52, time: 0.804, data_time: 0.319, memory: 3025, loss_cls: 2.1568, loss: 2.1568, grad_norm: 3.9082 2020-10-16 06:48:55,819 - mmaction - INFO - Epoch [85][1560/1743] lr: 1.000e-04, eta: 6:47:33, time: 0.842, data_time: 0.351, memory: 3025, loss_cls: 2.1331, loss: 2.1331, grad_norm: 3.8774 2020-10-16 06:49:11,851 - mmaction - INFO - Epoch [85][1580/1743] lr: 1.000e-04, eta: 6:47:14, time: 0.805, data_time: 0.299, memory: 3025, loss_cls: 2.1609, loss: 2.1609, grad_norm: 3.9566 2020-10-16 06:49:28,480 - mmaction - INFO - Epoch [85][1600/1743] lr: 1.000e-04, eta: 6:46:55, time: 0.830, data_time: 0.332, memory: 3025, loss_cls: 2.1574, loss: 2.1574, grad_norm: 3.8626 2020-10-16 06:49:44,222 - mmaction - INFO - Epoch [85][1620/1743] lr: 1.000e-04, eta: 6:46:36, time: 0.784, data_time: 0.293, memory: 3025, loss_cls: 2.1255, loss: 2.1255, grad_norm: 3.8938 2020-10-16 06:50:00,234 - mmaction - INFO - Epoch [85][1640/1743] lr: 1.000e-04, eta: 6:46:17, time: 0.803, data_time: 0.316, memory: 3025, loss_cls: 2.1455, loss: 2.1455, grad_norm: 3.9223 2020-10-16 06:50:16,208 - mmaction - INFO - Epoch [85][1660/1743] lr: 1.000e-04, eta: 6:45:58, time: 0.798, data_time: 0.326, memory: 3025, loss_cls: 2.1617, loss: 2.1617, grad_norm: 3.9684 2020-10-16 06:50:32,334 - mmaction - INFO - Epoch [85][1680/1743] lr: 1.000e-04, eta: 6:45:39, time: 0.809, data_time: 0.320, memory: 3025, loss_cls: 2.1318, loss: 2.1318, grad_norm: 3.8882 2020-10-16 06:50:48,510 - mmaction - INFO - Epoch [85][1700/1743] lr: 1.000e-04, eta: 6:45:20, time: 0.807, data_time: 0.367, memory: 3025, loss_cls: 2.1377, loss: 2.1377, grad_norm: 3.8991 2020-10-16 06:51:04,439 - mmaction - INFO - Epoch [85][1720/1743] lr: 1.000e-04, eta: 6:45:01, time: 0.799, data_time: 0.339, memory: 3025, loss_cls: 2.1570, loss: 2.1570, grad_norm: 3.9434 2020-10-16 06:51:20,334 - mmaction - INFO - Epoch [85][1740/1743] lr: 1.000e-04, eta: 6:44:42, time: 0.796, data_time: 0.280, memory: 3025, loss_cls: 2.1410, loss: 2.1410, grad_norm: 3.9397 2020-10-16 06:51:24,989 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-10-16 06:53:18,762 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-16 06:53:24,831 - mmaction - INFO - mean_average_precision 0.7246 2020-10-16 06:53:24,934 - mmaction - INFO - Epoch(val) [85][1743] mean_average_precision: 0.7246 2020-10-16 06:53:51,937 - mmaction - INFO - Epoch [86][20/1743] lr: 1.000e-04, eta: 6:44:21, time: 1.340, data_time: 0.892, memory: 3025, loss_cls: 2.1500, loss: 2.1500, grad_norm: 3.9191 2020-10-16 06:54:07,799 - mmaction - INFO - Epoch [86][40/1743] lr: 1.000e-04, eta: 6:44:02, time: 0.792, data_time: 0.347, memory: 3025, loss_cls: 2.1740, loss: 2.1740, grad_norm: 3.9076 2020-10-16 06:54:23,319 - mmaction - INFO - Epoch [86][60/1743] lr: 1.000e-04, eta: 6:43:43, time: 0.786, data_time: 0.320, memory: 3025, loss_cls: 2.1839, loss: 2.1839, grad_norm: 3.9744 2020-10-16 06:54:39,526 - mmaction - INFO - Epoch [86][80/1743] lr: 1.000e-04, eta: 6:43:24, time: 0.808, data_time: 0.220, memory: 3025, loss_cls: 2.1011, loss: 2.1011, grad_norm: 3.8896 2020-10-16 06:54:56,404 - mmaction - INFO - Epoch [86][100/1743] lr: 1.000e-04, eta: 6:43:05, time: 0.844, data_time: 0.029, memory: 3025, loss_cls: 2.1902, loss: 2.1902, grad_norm: 3.9240 2020-10-16 06:55:12,862 - mmaction - INFO - Epoch [86][120/1743] lr: 1.000e-04, eta: 6:42:46, time: 0.821, data_time: 0.006, memory: 3025, loss_cls: 2.1479, loss: 2.1479, grad_norm: 3.9505 2020-10-16 06:55:29,689 - mmaction - INFO - Epoch [86][140/1743] lr: 1.000e-04, eta: 6:42:27, time: 0.839, data_time: 0.008, memory: 3025, loss_cls: 2.1714, loss: 2.1714, grad_norm: 3.9243 2020-10-16 06:55:46,366 - mmaction - INFO - Epoch [86][160/1743] lr: 1.000e-04, eta: 6:42:08, time: 0.840, data_time: 0.011, memory: 3025, loss_cls: 2.1095, loss: 2.1095, grad_norm: 3.8505 2020-10-16 06:56:02,768 - mmaction - INFO - Epoch [86][180/1743] lr: 1.000e-04, eta: 6:41:50, time: 0.817, data_time: 0.002, memory: 3025, loss_cls: 2.1492, loss: 2.1492, grad_norm: 3.9597 2020-10-16 06:56:19,428 - mmaction - INFO - Epoch [86][200/1743] lr: 1.000e-04, eta: 6:41:31, time: 0.835, data_time: 0.006, memory: 3025, loss_cls: 2.1467, loss: 2.1467, grad_norm: 3.9591 2020-10-16 06:56:35,383 - mmaction - INFO - Epoch [86][220/1743] lr: 1.000e-04, eta: 6:41:12, time: 0.792, data_time: 0.007, memory: 3025, loss_cls: 2.1302, loss: 2.1302, grad_norm: 3.8599 2020-10-16 06:56:51,543 - mmaction - INFO - Epoch [86][240/1743] lr: 1.000e-04, eta: 6:40:53, time: 0.808, data_time: 0.010, memory: 3025, loss_cls: 2.1384, loss: 2.1384, grad_norm: 3.8331 2020-10-16 06:57:07,879 - mmaction - INFO - Epoch [86][260/1743] lr: 1.000e-04, eta: 6:40:34, time: 0.816, data_time: 0.016, memory: 3025, loss_cls: 2.1478, loss: 2.1478, grad_norm: 3.8924 2020-10-16 06:57:23,666 - mmaction - INFO - Epoch [86][280/1743] lr: 1.000e-04, eta: 6:40:15, time: 0.792, data_time: 0.009, memory: 3025, loss_cls: 2.1186, loss: 2.1186, grad_norm: 3.9386 2020-10-16 06:57:40,017 - mmaction - INFO - Epoch [86][300/1743] lr: 1.000e-04, eta: 6:39:56, time: 0.817, data_time: 0.007, memory: 3025, loss_cls: 2.1120, loss: 2.1120, grad_norm: 3.9214 2020-10-16 06:57:56,152 - mmaction - INFO - Epoch [86][320/1743] lr: 1.000e-04, eta: 6:39:37, time: 0.802, data_time: 0.008, memory: 3025, loss_cls: 2.1708, loss: 2.1708, grad_norm: 3.9274 2020-10-16 06:58:11,955 - mmaction - INFO - Epoch [86][340/1743] lr: 1.000e-04, eta: 6:39:18, time: 0.798, data_time: 0.013, memory: 3025, loss_cls: 2.1532, loss: 2.1532, grad_norm: 3.9298 2020-10-16 06:58:28,121 - mmaction - INFO - Epoch [86][360/1743] lr: 1.000e-04, eta: 6:38:59, time: 0.809, data_time: 0.003, memory: 3025, loss_cls: 2.1824, loss: 2.1824, grad_norm: 3.9851 2020-10-16 06:58:44,565 - mmaction - INFO - Epoch [86][380/1743] lr: 1.000e-04, eta: 6:38:40, time: 0.820, data_time: 0.003, memory: 3025, loss_cls: 2.1437, loss: 2.1437, grad_norm: 3.9648 2020-10-16 06:59:01,084 - mmaction - INFO - Epoch [86][400/1743] lr: 1.000e-04, eta: 6:38:21, time: 0.829, data_time: 0.010, memory: 3025, loss_cls: 2.1772, loss: 2.1772, grad_norm: 3.9513 2020-10-16 06:59:17,067 - mmaction - INFO - Epoch [86][420/1743] lr: 1.000e-04, eta: 6:38:02, time: 0.799, data_time: 0.005, memory: 3025, loss_cls: 2.1158, loss: 2.1158, grad_norm: 3.8824 2020-10-16 06:59:33,741 - mmaction - INFO - Epoch [86][440/1743] lr: 1.000e-04, eta: 6:37:43, time: 0.828, data_time: 0.003, memory: 3025, loss_cls: 2.1545, loss: 2.1545, grad_norm: 3.8817 2020-10-16 06:59:49,221 - mmaction - INFO - Epoch [86][460/1743] lr: 1.000e-04, eta: 6:37:24, time: 0.775, data_time: 0.009, memory: 3025, loss_cls: 2.1296, loss: 2.1296, grad_norm: 3.8896 2020-10-16 07:00:05,544 - mmaction - INFO - Epoch [86][480/1743] lr: 1.000e-04, eta: 6:37:05, time: 0.818, data_time: 0.008, memory: 3025, loss_cls: 2.1718, loss: 2.1718, grad_norm: 3.9720 2020-10-16 07:00:22,098 - mmaction - INFO - Epoch [86][500/1743] lr: 1.000e-04, eta: 6:36:46, time: 0.822, data_time: 0.008, memory: 3025, loss_cls: 2.1510, loss: 2.1510, grad_norm: 3.9425 2020-10-16 07:00:38,370 - mmaction - INFO - Epoch [86][520/1743] lr: 1.000e-04, eta: 6:36:27, time: 0.821, data_time: 0.012, memory: 3025, loss_cls: 2.1438, loss: 2.1438, grad_norm: 3.9257 2020-10-16 07:00:54,298 - mmaction - INFO - Epoch [86][540/1743] lr: 1.000e-04, eta: 6:36:08, time: 0.794, data_time: 0.004, memory: 3025, loss_cls: 2.0886, loss: 2.0886, grad_norm: 3.8382 2020-10-16 07:01:10,304 - mmaction - INFO - Epoch [86][560/1743] lr: 1.000e-04, eta: 6:35:49, time: 0.801, data_time: 0.006, memory: 3025, loss_cls: 2.1099, loss: 2.1099, grad_norm: 3.8403 2020-10-16 07:01:26,796 - mmaction - INFO - Epoch [86][580/1743] lr: 1.000e-04, eta: 6:35:30, time: 0.823, data_time: 0.008, memory: 3025, loss_cls: 2.1305, loss: 2.1305, grad_norm: 3.9101 2020-10-16 07:01:42,665 - mmaction - INFO - Epoch [86][600/1743] lr: 1.000e-04, eta: 6:35:11, time: 0.792, data_time: 0.007, memory: 3025, loss_cls: 2.1331, loss: 2.1331, grad_norm: 3.8672 2020-10-16 07:01:58,970 - mmaction - INFO - Epoch [86][620/1743] lr: 1.000e-04, eta: 6:34:52, time: 0.814, data_time: 0.008, memory: 3025, loss_cls: 2.1385, loss: 2.1385, grad_norm: 4.0001 2020-10-16 07:02:14,236 - mmaction - INFO - Epoch [86][640/1743] lr: 1.000e-04, eta: 6:34:33, time: 0.769, data_time: 0.009, memory: 3025, loss_cls: 2.1319, loss: 2.1319, grad_norm: 3.8440 2020-10-16 07:02:30,212 - mmaction - INFO - Epoch [86][660/1743] lr: 1.000e-04, eta: 6:34:14, time: 0.797, data_time: 0.003, memory: 3025, loss_cls: 2.1345, loss: 2.1345, grad_norm: 3.9591 2020-10-16 07:02:46,197 - mmaction - INFO - Epoch [86][680/1743] lr: 1.000e-04, eta: 6:33:55, time: 0.799, data_time: 0.008, memory: 3025, loss_cls: 2.1901, loss: 2.1901, grad_norm: 3.9303 2020-10-16 07:03:01,964 - mmaction - INFO - Epoch [86][700/1743] lr: 1.000e-04, eta: 6:33:36, time: 0.786, data_time: 0.008, memory: 3025, loss_cls: 2.1513, loss: 2.1513, grad_norm: 3.9853 2020-10-16 07:03:17,855 - mmaction - INFO - Epoch [86][720/1743] lr: 1.000e-04, eta: 6:33:17, time: 0.790, data_time: 0.009, memory: 3025, loss_cls: 2.1275, loss: 2.1275, grad_norm: 3.9322 2020-10-16 07:03:34,673 - mmaction - INFO - Epoch [86][740/1743] lr: 1.000e-04, eta: 6:32:58, time: 0.841, data_time: 0.016, memory: 3025, loss_cls: 2.0788, loss: 2.0788, grad_norm: 3.8616 2020-10-16 07:03:51,095 - mmaction - INFO - Epoch [86][760/1743] lr: 1.000e-04, eta: 6:32:39, time: 0.828, data_time: 0.012, memory: 3025, loss_cls: 2.1364, loss: 2.1364, grad_norm: 3.9016 2020-10-16 07:04:06,993 - mmaction - INFO - Epoch [86][780/1743] lr: 1.000e-04, eta: 6:32:20, time: 0.792, data_time: 0.007, memory: 3025, loss_cls: 2.1230, loss: 2.1230, grad_norm: 3.8575 2020-10-16 07:04:23,514 - mmaction - INFO - Epoch [86][800/1743] lr: 1.000e-04, eta: 6:32:01, time: 0.819, data_time: 0.007, memory: 3025, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.8691 2020-10-16 07:04:40,225 - mmaction - INFO - Epoch [86][820/1743] lr: 1.000e-04, eta: 6:31:42, time: 0.844, data_time: 0.015, memory: 3025, loss_cls: 2.1189, loss: 2.1189, grad_norm: 3.9568 2020-10-16 07:04:56,584 - mmaction - INFO - Epoch [86][840/1743] lr: 1.000e-04, eta: 6:31:23, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.1111, loss: 2.1111, grad_norm: 3.8329 2020-10-16 07:05:12,129 - mmaction - INFO - Epoch [86][860/1743] lr: 1.000e-04, eta: 6:31:04, time: 0.778, data_time: 0.010, memory: 3025, loss_cls: 2.1354, loss: 2.1354, grad_norm: 3.9454 2020-10-16 07:05:27,761 - mmaction - INFO - Epoch [86][880/1743] lr: 1.000e-04, eta: 6:30:45, time: 0.782, data_time: 0.007, memory: 3025, loss_cls: 2.1506, loss: 2.1506, grad_norm: 4.0016 2020-10-16 07:05:44,119 - mmaction - INFO - Epoch [86][900/1743] lr: 1.000e-04, eta: 6:30:26, time: 0.821, data_time: 0.007, memory: 3025, loss_cls: 2.1449, loss: 2.1449, grad_norm: 3.9862 2020-10-16 07:06:00,375 - mmaction - INFO - Epoch [86][920/1743] lr: 1.000e-04, eta: 6:30:07, time: 0.809, data_time: 0.006, memory: 3025, loss_cls: 2.1457, loss: 2.1457, grad_norm: 3.9345 2020-10-16 07:06:16,932 - mmaction - INFO - Epoch [86][940/1743] lr: 1.000e-04, eta: 6:29:48, time: 0.830, data_time: 0.009, memory: 3025, loss_cls: 2.1433, loss: 2.1433, grad_norm: 3.8625 2020-10-16 07:06:33,035 - mmaction - INFO - Epoch [86][960/1743] lr: 1.000e-04, eta: 6:29:29, time: 0.809, data_time: 0.008, memory: 3025, loss_cls: 2.1283, loss: 2.1283, grad_norm: 3.9110 2020-10-16 07:06:49,657 - mmaction - INFO - Epoch [86][980/1743] lr: 1.000e-04, eta: 6:29:10, time: 0.826, data_time: 0.003, memory: 3025, loss_cls: 2.1227, loss: 2.1227, grad_norm: 3.8616 2020-10-16 07:07:06,562 - mmaction - INFO - Epoch [86][1000/1743] lr: 1.000e-04, eta: 6:28:52, time: 0.849, data_time: 0.009, memory: 3025, loss_cls: 2.1072, loss: 2.1072, grad_norm: 3.8862 2020-10-16 07:07:22,596 - mmaction - INFO - Epoch [86][1020/1743] lr: 1.000e-04, eta: 6:28:33, time: 0.800, data_time: 0.005, memory: 3025, loss_cls: 2.1083, loss: 2.1083, grad_norm: 3.8737 2020-10-16 07:07:38,955 - mmaction - INFO - Epoch [86][1040/1743] lr: 1.000e-04, eta: 6:28:14, time: 0.814, data_time: 0.006, memory: 3025, loss_cls: 2.1334, loss: 2.1334, grad_norm: 3.8785 2020-10-16 07:07:55,600 - mmaction - INFO - Epoch [86][1060/1743] lr: 1.000e-04, eta: 6:27:55, time: 0.837, data_time: 0.010, memory: 3025, loss_cls: 2.1806, loss: 2.1806, grad_norm: 3.9821 2020-10-16 07:08:11,698 - mmaction - INFO - Epoch [86][1080/1743] lr: 1.000e-04, eta: 6:27:36, time: 0.809, data_time: 0.007, memory: 3025, loss_cls: 2.1560, loss: 2.1560, grad_norm: 3.8977 2020-10-16 07:08:28,366 - mmaction - INFO - Epoch [86][1100/1743] lr: 1.000e-04, eta: 6:27:17, time: 0.831, data_time: 0.002, memory: 3025, loss_cls: 2.1149, loss: 2.1149, grad_norm: 3.9172 2020-10-16 07:08:44,748 - mmaction - INFO - Epoch [86][1120/1743] lr: 1.000e-04, eta: 6:26:58, time: 0.820, data_time: 0.006, memory: 3025, loss_cls: 2.1555, loss: 2.1555, grad_norm: 3.9900 2020-10-16 07:09:01,217 - mmaction - INFO - Epoch [86][1140/1743] lr: 1.000e-04, eta: 6:26:39, time: 0.825, data_time: 0.006, memory: 3025, loss_cls: 2.1470, loss: 2.1470, grad_norm: 3.9913 2020-10-16 07:09:16,595 - mmaction - INFO - Epoch [86][1160/1743] lr: 1.000e-04, eta: 6:26:20, time: 0.768, data_time: 0.003, memory: 3025, loss_cls: 2.0895, loss: 2.0895, grad_norm: 3.8455 2020-10-16 07:09:33,025 - mmaction - INFO - Epoch [86][1180/1743] lr: 1.000e-04, eta: 6:26:01, time: 0.822, data_time: 0.004, memory: 3025, loss_cls: 2.1643, loss: 2.1643, grad_norm: 3.9898 2020-10-16 07:09:49,176 - mmaction - INFO - Epoch [86][1200/1743] lr: 1.000e-04, eta: 6:25:42, time: 0.809, data_time: 0.002, memory: 3025, loss_cls: 2.1035, loss: 2.1035, grad_norm: 3.9359 2020-10-16 07:10:05,409 - mmaction - INFO - Epoch [86][1220/1743] lr: 1.000e-04, eta: 6:25:23, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.9037 2020-10-16 07:10:21,300 - mmaction - INFO - Epoch [86][1240/1743] lr: 1.000e-04, eta: 6:25:04, time: 0.782, data_time: 0.003, memory: 3025, loss_cls: 2.1180, loss: 2.1180, grad_norm: 3.9168 2020-10-16 07:10:37,083 - mmaction - INFO - Epoch [86][1260/1743] lr: 1.000e-04, eta: 6:24:45, time: 0.798, data_time: 0.017, memory: 3025, loss_cls: 2.1431, loss: 2.1431, grad_norm: 3.8256 2020-10-16 07:10:53,848 - mmaction - INFO - Epoch [86][1280/1743] lr: 1.000e-04, eta: 6:24:26, time: 0.843, data_time: 0.008, memory: 3025, loss_cls: 2.1466, loss: 2.1466, grad_norm: 3.9621 2020-10-16 07:11:09,931 - mmaction - INFO - Epoch [86][1300/1743] lr: 1.000e-04, eta: 6:24:07, time: 0.799, data_time: 0.001, memory: 3025, loss_cls: 2.1658, loss: 2.1658, grad_norm: 3.9464 2020-10-16 07:11:25,499 - mmaction - INFO - Epoch [86][1320/1743] lr: 1.000e-04, eta: 6:23:48, time: 0.774, data_time: 0.006, memory: 3025, loss_cls: 2.1423, loss: 2.1423, grad_norm: 3.8510 2020-10-16 07:11:40,760 - mmaction - INFO - Epoch [86][1340/1743] lr: 1.000e-04, eta: 6:23:29, time: 0.770, data_time: 0.010, memory: 3025, loss_cls: 2.1798, loss: 2.1798, grad_norm: 4.0289 2020-10-16 07:11:56,407 - mmaction - INFO - Epoch [86][1360/1743] lr: 1.000e-04, eta: 6:23:10, time: 0.783, data_time: 0.005, memory: 3025, loss_cls: 2.1268, loss: 2.1268, grad_norm: 3.9706 2020-10-16 07:12:12,440 - mmaction - INFO - Epoch [86][1380/1743] lr: 1.000e-04, eta: 6:22:51, time: 0.801, data_time: 0.007, memory: 3025, loss_cls: 2.1351, loss: 2.1351, grad_norm: 3.8547 2020-10-16 07:12:28,175 - mmaction - INFO - Epoch [86][1400/1743] lr: 1.000e-04, eta: 6:22:32, time: 0.784, data_time: 0.004, memory: 3025, loss_cls: 2.1840, loss: 2.1840, grad_norm: 4.0386 2020-10-16 07:12:43,438 - mmaction - INFO - Epoch [86][1420/1743] lr: 1.000e-04, eta: 6:22:13, time: 0.768, data_time: 0.007, memory: 3025, loss_cls: 2.1431, loss: 2.1431, grad_norm: 3.9303 2020-10-16 07:12:59,286 - mmaction - INFO - Epoch [86][1440/1743] lr: 1.000e-04, eta: 6:21:54, time: 0.791, data_time: 0.003, memory: 3025, loss_cls: 2.1274, loss: 2.1274, grad_norm: 3.9007 2020-10-16 07:13:15,278 - mmaction - INFO - Epoch [86][1460/1743] lr: 1.000e-04, eta: 6:21:35, time: 0.795, data_time: 0.006, memory: 3025, loss_cls: 2.1303, loss: 2.1303, grad_norm: 3.9123 2020-10-16 07:13:31,658 - mmaction - INFO - Epoch [86][1480/1743] lr: 1.000e-04, eta: 6:21:16, time: 0.816, data_time: 0.007, memory: 3025, loss_cls: 2.1420, loss: 2.1420, grad_norm: 4.0135 2020-10-16 07:13:47,760 - mmaction - INFO - Epoch [86][1500/1743] lr: 1.000e-04, eta: 6:20:57, time: 0.807, data_time: 0.011, memory: 3025, loss_cls: 2.1468, loss: 2.1468, grad_norm: 3.8987 2020-10-16 07:14:03,959 - mmaction - INFO - Epoch [86][1520/1743] lr: 1.000e-04, eta: 6:20:38, time: 0.815, data_time: 0.010, memory: 3025, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.9076 2020-10-16 07:14:19,685 - mmaction - INFO - Epoch [86][1540/1743] lr: 1.000e-04, eta: 6:20:19, time: 0.784, data_time: 0.004, memory: 3025, loss_cls: 2.1385, loss: 2.1385, grad_norm: 3.9058 2020-10-16 07:14:35,770 - mmaction - INFO - Epoch [86][1560/1743] lr: 1.000e-04, eta: 6:20:00, time: 0.806, data_time: 0.006, memory: 3025, loss_cls: 2.1523, loss: 2.1523, grad_norm: 3.8906 2020-10-16 07:14:52,464 - mmaction - INFO - Epoch [86][1580/1743] lr: 1.000e-04, eta: 6:19:42, time: 0.832, data_time: 0.004, memory: 3025, loss_cls: 2.1746, loss: 2.1746, grad_norm: 3.9772 2020-10-16 07:15:07,498 - mmaction - INFO - Epoch [86][1600/1743] lr: 1.000e-04, eta: 6:19:22, time: 0.752, data_time: 0.006, memory: 3025, loss_cls: 2.0967, loss: 2.0967, grad_norm: 3.9202 2020-10-16 07:15:23,973 - mmaction - INFO - Epoch [86][1620/1743] lr: 1.000e-04, eta: 6:19:04, time: 0.824, data_time: 0.005, memory: 3025, loss_cls: 2.1256, loss: 2.1256, grad_norm: 3.9374 2020-10-16 07:15:39,607 - mmaction - INFO - Epoch [86][1640/1743] lr: 1.000e-04, eta: 6:18:45, time: 0.785, data_time: 0.005, memory: 3025, loss_cls: 2.1550, loss: 2.1550, grad_norm: 3.9462 2020-10-16 07:15:55,331 - mmaction - INFO - Epoch [86][1660/1743] lr: 1.000e-04, eta: 6:18:26, time: 0.786, data_time: 0.003, memory: 3025, loss_cls: 2.1482, loss: 2.1482, grad_norm: 3.9630 2020-10-16 07:16:11,424 - mmaction - INFO - Epoch [86][1680/1743] lr: 1.000e-04, eta: 6:18:07, time: 0.798, data_time: 0.006, memory: 3025, loss_cls: 2.1462, loss: 2.1462, grad_norm: 3.9386 2020-10-16 07:16:27,120 - mmaction - INFO - Epoch [86][1700/1743] lr: 1.000e-04, eta: 6:17:48, time: 0.792, data_time: 0.011, memory: 3025, loss_cls: 2.1415, loss: 2.1415, grad_norm: 3.8468 2020-10-16 07:16:43,149 - mmaction - INFO - Epoch [86][1720/1743] lr: 1.000e-04, eta: 6:17:29, time: 0.795, data_time: 0.004, memory: 3025, loss_cls: 2.1371, loss: 2.1371, grad_norm: 3.9084 2020-10-16 07:16:58,995 - mmaction - INFO - Epoch [86][1740/1743] lr: 1.000e-04, eta: 6:17:10, time: 0.799, data_time: 0.018, memory: 3025, loss_cls: 2.1494, loss: 2.1494, grad_norm: 3.9425 2020-10-16 07:17:33,241 - mmaction - INFO - Epoch [87][20/1743] lr: 1.000e-04, eta: 6:16:50, time: 1.539, data_time: 0.763, memory: 3025, loss_cls: 2.1244, loss: 2.1244, grad_norm: 3.9288 2020-10-16 07:17:50,085 - mmaction - INFO - Epoch [87][40/1743] lr: 1.000e-04, eta: 6:16:31, time: 0.841, data_time: 0.011, memory: 3025, loss_cls: 2.1548, loss: 2.1548, grad_norm: 3.9993 2020-10-16 07:18:06,182 - mmaction - INFO - Epoch [87][60/1743] lr: 1.000e-04, eta: 6:16:12, time: 0.807, data_time: 0.013, memory: 3025, loss_cls: 2.1422, loss: 2.1422, grad_norm: 3.9488 2020-10-16 07:18:22,758 - mmaction - INFO - Epoch [87][80/1743] lr: 1.000e-04, eta: 6:15:53, time: 0.823, data_time: 0.041, memory: 3025, loss_cls: 2.1767, loss: 2.1767, grad_norm: 3.9718 2020-10-16 07:18:38,533 - mmaction - INFO - Epoch [87][100/1743] lr: 1.000e-04, eta: 6:15:34, time: 0.796, data_time: 0.008, memory: 3025, loss_cls: 2.1148, loss: 2.1148, grad_norm: 3.8631 2020-10-16 07:18:55,422 - mmaction - INFO - Epoch [87][120/1743] lr: 1.000e-04, eta: 6:15:15, time: 0.839, data_time: 0.003, memory: 3025, loss_cls: 2.1492, loss: 2.1492, grad_norm: 3.9644 2020-10-16 07:19:11,494 - mmaction - INFO - Epoch [87][140/1743] lr: 1.000e-04, eta: 6:14:56, time: 0.802, data_time: 0.008, memory: 3025, loss_cls: 2.1169, loss: 2.1169, grad_norm: 3.8739 2020-10-16 07:19:27,586 - mmaction - INFO - Epoch [87][160/1743] lr: 1.000e-04, eta: 6:14:38, time: 0.805, data_time: 0.008, memory: 3025, loss_cls: 2.1283, loss: 2.1283, grad_norm: 3.9499 2020-10-16 07:19:43,995 - mmaction - INFO - Epoch [87][180/1743] lr: 1.000e-04, eta: 6:14:19, time: 0.824, data_time: 0.012, memory: 3025, loss_cls: 2.1263, loss: 2.1263, grad_norm: 3.8651 2020-10-16 07:20:00,806 - mmaction - INFO - Epoch [87][200/1743] lr: 1.000e-04, eta: 6:14:00, time: 0.843, data_time: 0.010, memory: 3025, loss_cls: 2.1168, loss: 2.1168, grad_norm: 3.9304 2020-10-16 07:20:16,941 - mmaction - INFO - Epoch [87][220/1743] lr: 1.000e-04, eta: 6:13:41, time: 0.800, data_time: 0.007, memory: 3025, loss_cls: 2.1199, loss: 2.1199, grad_norm: 3.8978 2020-10-16 07:20:32,852 - mmaction - INFO - Epoch [87][240/1743] lr: 1.000e-04, eta: 6:13:22, time: 0.798, data_time: 0.009, memory: 3025, loss_cls: 2.1493, loss: 2.1493, grad_norm: 3.9153 2020-10-16 07:20:49,605 - mmaction - INFO - Epoch [87][260/1743] lr: 1.000e-04, eta: 6:13:03, time: 0.832, data_time: 0.007, memory: 3025, loss_cls: 2.1325, loss: 2.1325, grad_norm: 3.8901 2020-10-16 07:21:05,797 - mmaction - INFO - Epoch [87][280/1743] lr: 1.000e-04, eta: 6:12:44, time: 0.814, data_time: 0.011, memory: 3025, loss_cls: 2.1241, loss: 2.1241, grad_norm: 3.8689 2020-10-16 07:21:21,788 - mmaction - INFO - Epoch [87][300/1743] lr: 1.000e-04, eta: 6:12:25, time: 0.796, data_time: 0.008, memory: 3025, loss_cls: 2.1370, loss: 2.1370, grad_norm: 3.8860 2020-10-16 07:21:38,256 - mmaction - INFO - Epoch [87][320/1743] lr: 1.000e-04, eta: 6:12:06, time: 0.832, data_time: 0.013, memory: 3025, loss_cls: 2.0762, loss: 2.0762, grad_norm: 3.9359 2020-10-16 07:21:54,396 - mmaction - INFO - Epoch [87][340/1743] lr: 1.000e-04, eta: 6:11:47, time: 0.801, data_time: 0.004, memory: 3025, loss_cls: 2.1341, loss: 2.1341, grad_norm: 3.8624 2020-10-16 07:22:10,595 - mmaction - INFO - Epoch [87][360/1743] lr: 1.000e-04, eta: 6:11:28, time: 0.807, data_time: 0.008, memory: 3025, loss_cls: 2.1706, loss: 2.1706, grad_norm: 4.0263 2020-10-16 07:22:26,659 - mmaction - INFO - Epoch [87][380/1743] lr: 1.000e-04, eta: 6:11:10, time: 0.808, data_time: 0.013, memory: 3025, loss_cls: 2.1563, loss: 2.1563, grad_norm: 4.0066 2020-10-16 07:22:42,878 - mmaction - INFO - Epoch [87][400/1743] lr: 1.000e-04, eta: 6:10:51, time: 0.814, data_time: 0.009, memory: 3025, loss_cls: 2.1398, loss: 2.1398, grad_norm: 3.8255 2020-10-16 07:22:59,370 - mmaction - INFO - Epoch [87][420/1743] lr: 1.000e-04, eta: 6:10:32, time: 0.825, data_time: 0.004, memory: 3025, loss_cls: 2.1268, loss: 2.1268, grad_norm: 3.8746 2020-10-16 07:23:15,224 - mmaction - INFO - Epoch [87][440/1743] lr: 1.000e-04, eta: 6:10:13, time: 0.795, data_time: 0.004, memory: 3025, loss_cls: 2.1572, loss: 2.1572, grad_norm: 3.9799 2020-10-16 07:23:31,724 - mmaction - INFO - Epoch [87][460/1743] lr: 1.000e-04, eta: 6:09:54, time: 0.823, data_time: 0.002, memory: 3025, loss_cls: 2.1342, loss: 2.1342, grad_norm: 3.8940 2020-10-16 07:23:47,821 - mmaction - INFO - Epoch [87][480/1743] lr: 1.000e-04, eta: 6:09:35, time: 0.798, data_time: 0.004, memory: 3025, loss_cls: 2.1963, loss: 2.1963, grad_norm: 4.0010 2020-10-16 07:24:04,025 - mmaction - INFO - Epoch [87][500/1743] lr: 1.000e-04, eta: 6:09:16, time: 0.817, data_time: 0.011, memory: 3025, loss_cls: 2.1580, loss: 2.1580, grad_norm: 3.8927 2020-10-16 07:24:20,163 - mmaction - INFO - Epoch [87][520/1743] lr: 1.000e-04, eta: 6:08:57, time: 0.805, data_time: 0.007, memory: 3025, loss_cls: 2.1477, loss: 2.1477, grad_norm: 3.9140 2020-10-16 07:24:36,512 - mmaction - INFO - Epoch [87][540/1743] lr: 1.000e-04, eta: 6:08:38, time: 0.818, data_time: 0.008, memory: 3025, loss_cls: 2.1137, loss: 2.1137, grad_norm: 3.9437 2020-10-16 07:24:52,780 - mmaction - INFO - Epoch [87][560/1743] lr: 1.000e-04, eta: 6:08:19, time: 0.807, data_time: 0.004, memory: 3025, loss_cls: 2.1407, loss: 2.1407, grad_norm: 3.8977 2020-10-16 07:25:09,014 - mmaction - INFO - Epoch [87][580/1743] lr: 1.000e-04, eta: 6:08:00, time: 0.818, data_time: 0.009, memory: 3025, loss_cls: 2.1822, loss: 2.1822, grad_norm: 3.9868 2020-10-16 07:25:24,864 - mmaction - INFO - Epoch [87][600/1743] lr: 1.000e-04, eta: 6:07:42, time: 0.792, data_time: 0.005, memory: 3025, loss_cls: 2.1652, loss: 2.1652, grad_norm: 3.9617 2020-10-16 07:25:41,284 - mmaction - INFO - Epoch [87][620/1743] lr: 1.000e-04, eta: 6:07:23, time: 0.823, data_time: 0.010, memory: 3025, loss_cls: 2.1282, loss: 2.1282, grad_norm: 3.8907 2020-10-16 07:25:57,525 - mmaction - INFO - Epoch [87][640/1743] lr: 1.000e-04, eta: 6:07:04, time: 0.809, data_time: 0.003, memory: 3025, loss_cls: 2.1463, loss: 2.1463, grad_norm: 3.9076 2020-10-16 07:26:14,611 - mmaction - INFO - Epoch [87][660/1743] lr: 1.000e-04, eta: 6:06:45, time: 0.857, data_time: 0.005, memory: 3025, loss_cls: 2.1331, loss: 2.1331, grad_norm: 3.8556 2020-10-16 07:26:29,705 - mmaction - INFO - Epoch [87][680/1743] lr: 1.000e-04, eta: 6:06:26, time: 0.754, data_time: 0.002, memory: 3025, loss_cls: 2.1319, loss: 2.1319, grad_norm: 3.8877 2020-10-16 07:26:45,750 - mmaction - INFO - Epoch [87][700/1743] lr: 1.000e-04, eta: 6:06:07, time: 0.797, data_time: 0.004, memory: 3025, loss_cls: 2.1630, loss: 2.1630, grad_norm: 3.9382 2020-10-16 07:27:01,641 - mmaction - INFO - Epoch [87][720/1743] lr: 1.000e-04, eta: 6:05:48, time: 0.802, data_time: 0.012, memory: 3025, loss_cls: 2.1224, loss: 2.1224, grad_norm: 3.9274 2020-10-16 07:27:17,833 - mmaction - INFO - Epoch [87][740/1743] lr: 1.000e-04, eta: 6:05:29, time: 0.805, data_time: 0.003, memory: 3025, loss_cls: 2.1668, loss: 2.1668, grad_norm: 3.9754 2020-10-16 07:27:34,149 - mmaction - INFO - Epoch [87][760/1743] lr: 1.000e-04, eta: 6:05:10, time: 0.820, data_time: 0.008, memory: 3025, loss_cls: 2.1316, loss: 2.1316, grad_norm: 3.9111 2020-10-16 07:27:50,723 - mmaction - INFO - Epoch [87][780/1743] lr: 1.000e-04, eta: 6:04:51, time: 0.827, data_time: 0.002, memory: 3025, loss_cls: 2.1597, loss: 2.1597, grad_norm: 3.9335 2020-10-16 07:28:07,679 - mmaction - INFO - Epoch [87][800/1743] lr: 1.000e-04, eta: 6:04:33, time: 0.847, data_time: 0.005, memory: 3025, loss_cls: 2.1503, loss: 2.1503, grad_norm: 3.9194 2020-10-16 07:28:24,130 - mmaction - INFO - Epoch [87][820/1743] lr: 1.000e-04, eta: 6:04:14, time: 0.818, data_time: 0.006, memory: 3025, loss_cls: 2.1224, loss: 2.1224, grad_norm: 3.9725 2020-10-16 07:28:39,810 - mmaction - INFO - Epoch [87][840/1743] lr: 1.000e-04, eta: 6:03:55, time: 0.788, data_time: 0.010, memory: 3025, loss_cls: 2.1294, loss: 2.1294, grad_norm: 3.8881 2020-10-16 07:28:56,300 - mmaction - INFO - Epoch [87][860/1743] lr: 1.000e-04, eta: 6:03:36, time: 0.822, data_time: 0.004, memory: 3025, loss_cls: 2.1121, loss: 2.1121, grad_norm: 3.9090 2020-10-16 07:29:12,367 - mmaction - INFO - Epoch [87][880/1743] lr: 1.000e-04, eta: 6:03:17, time: 0.806, data_time: 0.007, memory: 3025, loss_cls: 2.1424, loss: 2.1424, grad_norm: 3.8961 2020-10-16 07:29:28,756 - mmaction - INFO - Epoch [87][900/1743] lr: 1.000e-04, eta: 6:02:58, time: 0.814, data_time: 0.003, memory: 3025, loss_cls: 2.1652, loss: 2.1652, grad_norm: 3.9839 2020-10-16 07:29:44,775 - mmaction - INFO - Epoch [87][920/1743] lr: 1.000e-04, eta: 6:02:39, time: 0.809, data_time: 0.012, memory: 3025, loss_cls: 2.1877, loss: 2.1877, grad_norm: 3.9386 2020-10-16 07:30:01,070 - mmaction - INFO - Epoch [87][940/1743] lr: 1.000e-04, eta: 6:02:20, time: 0.809, data_time: 0.005, memory: 3025, loss_cls: 2.1545, loss: 2.1545, grad_norm: 4.0131 2020-10-16 07:30:17,185 - mmaction - INFO - Epoch [87][960/1743] lr: 1.000e-04, eta: 6:02:01, time: 0.811, data_time: 0.008, memory: 3025, loss_cls: 2.1415, loss: 2.1415, grad_norm: 3.9101 2020-10-16 07:30:34,159 - mmaction - INFO - Epoch [87][980/1743] lr: 1.000e-04, eta: 6:01:43, time: 0.849, data_time: 0.005, memory: 3025, loss_cls: 2.1349, loss: 2.1349, grad_norm: 3.9592 2020-10-16 07:30:50,251 - mmaction - INFO - Epoch [87][1000/1743] lr: 1.000e-04, eta: 6:01:24, time: 0.801, data_time: 0.005, memory: 3025, loss_cls: 2.1297, loss: 2.1297, grad_norm: 3.9273 2020-10-16 07:31:07,325 - mmaction - INFO - Epoch [87][1020/1743] lr: 1.000e-04, eta: 6:01:05, time: 0.857, data_time: 0.005, memory: 3025, loss_cls: 2.1432, loss: 2.1432, grad_norm: 4.0673 2020-10-16 07:31:22,984 - mmaction - INFO - Epoch [87][1040/1743] lr: 1.000e-04, eta: 6:00:46, time: 0.781, data_time: 0.001, memory: 3025, loss_cls: 2.1318, loss: 2.1318, grad_norm: 3.9833 2020-10-16 07:31:38,908 - mmaction - INFO - Epoch [87][1060/1743] lr: 1.000e-04, eta: 6:00:27, time: 0.795, data_time: 0.006, memory: 3025, loss_cls: 2.1122, loss: 2.1122, grad_norm: 3.8683 2020-10-16 07:31:55,036 - mmaction - INFO - Epoch [87][1080/1743] lr: 1.000e-04, eta: 6:00:08, time: 0.800, data_time: 0.005, memory: 3025, loss_cls: 2.1291, loss: 2.1291, grad_norm: 3.9390 2020-10-16 07:32:11,162 - mmaction - INFO - Epoch [87][1100/1743] lr: 1.000e-04, eta: 5:59:49, time: 0.807, data_time: 0.012, memory: 3025, loss_cls: 2.1227, loss: 2.1227, grad_norm: 3.9654 2020-10-16 07:32:27,895 - mmaction - INFO - Epoch [87][1120/1743] lr: 1.000e-04, eta: 5:59:30, time: 0.841, data_time: 0.011, memory: 3025, loss_cls: 2.1577, loss: 2.1577, grad_norm: 3.9374 2020-10-16 07:32:44,224 - mmaction - INFO - Epoch [87][1140/1743] lr: 1.000e-04, eta: 5:59:12, time: 0.817, data_time: 0.006, memory: 3025, loss_cls: 2.1131, loss: 2.1131, grad_norm: 3.8996 2020-10-16 07:33:00,315 - mmaction - INFO - Epoch [87][1160/1743] lr: 1.000e-04, eta: 5:58:53, time: 0.802, data_time: 0.005, memory: 3025, loss_cls: 2.0804, loss: 2.0804, grad_norm: 3.9033 2020-10-16 07:33:16,770 - mmaction - INFO - Epoch [87][1180/1743] lr: 1.000e-04, eta: 5:58:34, time: 0.818, data_time: 0.015, memory: 3025, loss_cls: 2.1394, loss: 2.1394, grad_norm: 3.9909 2020-10-16 07:33:31,353 - mmaction - INFO - Epoch [87][1200/1743] lr: 1.000e-04, eta: 5:58:15, time: 0.738, data_time: 0.023, memory: 3025, loss_cls: 2.1651, loss: 2.1651, grad_norm: 3.9602 2020-10-16 07:33:48,308 - mmaction - INFO - Epoch [87][1220/1743] lr: 1.000e-04, eta: 5:57:56, time: 0.844, data_time: 0.075, memory: 3025, loss_cls: 2.1334, loss: 2.1334, grad_norm: 3.9081 2020-10-16 07:34:04,533 - mmaction - INFO - Epoch [87][1240/1743] lr: 1.000e-04, eta: 5:57:37, time: 0.815, data_time: 0.230, memory: 3025, loss_cls: 2.1227, loss: 2.1227, grad_norm: 3.8764 2020-10-16 07:34:21,389 - mmaction - INFO - Epoch [87][1260/1743] lr: 1.000e-04, eta: 5:57:18, time: 0.844, data_time: 0.126, memory: 3025, loss_cls: 2.1472, loss: 2.1472, grad_norm: 3.9342 2020-10-16 07:34:38,140 - mmaction - INFO - Epoch [87][1280/1743] lr: 1.000e-04, eta: 5:56:59, time: 0.831, data_time: 0.073, memory: 3025, loss_cls: 2.1265, loss: 2.1265, grad_norm: 3.8998 2020-10-16 07:34:54,083 - mmaction - INFO - Epoch [87][1300/1743] lr: 1.000e-04, eta: 5:56:41, time: 0.797, data_time: 0.040, memory: 3025, loss_cls: 2.1055, loss: 2.1055, grad_norm: 3.9105 2020-10-16 07:35:10,152 - mmaction - INFO - Epoch [87][1320/1743] lr: 1.000e-04, eta: 5:56:22, time: 0.808, data_time: 0.105, memory: 3025, loss_cls: 2.1156, loss: 2.1156, grad_norm: 3.8666 2020-10-16 07:35:26,705 - mmaction - INFO - Epoch [87][1340/1743] lr: 1.000e-04, eta: 5:56:03, time: 0.827, data_time: 0.109, memory: 3025, loss_cls: 2.1539, loss: 2.1539, grad_norm: 3.9440 2020-10-16 07:35:43,680 - mmaction - INFO - Epoch [87][1360/1743] lr: 1.000e-04, eta: 5:55:44, time: 0.840, data_time: 0.009, memory: 3025, loss_cls: 2.1393, loss: 2.1393, grad_norm: 3.9262 2020-10-16 07:35:59,559 - mmaction - INFO - Epoch [87][1380/1743] lr: 1.000e-04, eta: 5:55:25, time: 0.803, data_time: 0.011, memory: 3025, loss_cls: 2.1868, loss: 2.1868, grad_norm: 4.0493 2020-10-16 07:36:15,647 - mmaction - INFO - Epoch [87][1400/1743] lr: 1.000e-04, eta: 5:55:06, time: 0.805, data_time: 0.004, memory: 3025, loss_cls: 2.1462, loss: 2.1462, grad_norm: 3.9885 2020-10-16 07:36:32,023 - mmaction - INFO - Epoch [87][1420/1743] lr: 1.000e-04, eta: 5:54:47, time: 0.814, data_time: 0.003, memory: 3025, loss_cls: 2.1418, loss: 2.1418, grad_norm: 3.9347 2020-10-16 07:36:47,875 - mmaction - INFO - Epoch [87][1440/1743] lr: 1.000e-04, eta: 5:54:28, time: 0.797, data_time: 0.008, memory: 3025, loss_cls: 2.1054, loss: 2.1054, grad_norm: 3.9830 2020-10-16 07:37:03,998 - mmaction - INFO - Epoch [87][1460/1743] lr: 1.000e-04, eta: 5:54:10, time: 0.805, data_time: 0.005, memory: 3025, loss_cls: 2.1297, loss: 2.1297, grad_norm: 3.8958 2020-10-16 07:37:20,318 - mmaction - INFO - Epoch [87][1480/1743] lr: 1.000e-04, eta: 5:53:51, time: 0.816, data_time: 0.005, memory: 3025, loss_cls: 2.1541, loss: 2.1541, grad_norm: 4.0049 2020-10-16 07:37:36,482 - mmaction - INFO - Epoch [87][1500/1743] lr: 1.000e-04, eta: 5:53:32, time: 0.799, data_time: 0.006, memory: 3025, loss_cls: 2.1167, loss: 2.1167, grad_norm: 3.9384 2020-10-16 07:37:52,929 - mmaction - INFO - Epoch [87][1520/1743] lr: 1.000e-04, eta: 5:53:13, time: 0.824, data_time: 0.016, memory: 3025, loss_cls: 2.1246, loss: 2.1246, grad_norm: 3.8914 2020-10-16 07:38:09,262 - mmaction - INFO - Epoch [87][1540/1743] lr: 1.000e-04, eta: 5:52:54, time: 0.824, data_time: 0.011, memory: 3025, loss_cls: 2.1475, loss: 2.1475, grad_norm: 4.0320 2020-10-16 07:38:25,566 - mmaction - INFO - Epoch [87][1560/1743] lr: 1.000e-04, eta: 5:52:35, time: 0.816, data_time: 0.007, memory: 3025, loss_cls: 2.0964, loss: 2.0964, grad_norm: 3.9183 2020-10-16 07:38:41,321 - mmaction - INFO - Epoch [87][1580/1743] lr: 1.000e-04, eta: 5:52:16, time: 0.779, data_time: 0.002, memory: 3025, loss_cls: 2.1239, loss: 2.1239, grad_norm: 3.9247 2020-10-16 07:38:57,016 - mmaction - INFO - Epoch [87][1600/1743] lr: 1.000e-04, eta: 5:51:57, time: 0.787, data_time: 0.011, memory: 3025, loss_cls: 2.1644, loss: 2.1644, grad_norm: 3.9346 2020-10-16 07:39:13,644 - mmaction - INFO - Epoch [87][1620/1743] lr: 1.000e-04, eta: 5:51:39, time: 0.832, data_time: 0.010, memory: 3025, loss_cls: 2.1575, loss: 2.1575, grad_norm: 3.9463 2020-10-16 07:39:29,657 - mmaction - INFO - Epoch [87][1640/1743] lr: 1.000e-04, eta: 5:51:20, time: 0.798, data_time: 0.008, memory: 3025, loss_cls: 2.1197, loss: 2.1197, grad_norm: 3.8938 2020-10-16 07:39:46,076 - mmaction - INFO - Epoch [87][1660/1743] lr: 1.000e-04, eta: 5:51:01, time: 0.827, data_time: 0.012, memory: 3025, loss_cls: 2.1523, loss: 2.1523, grad_norm: 3.9833 2020-10-16 07:40:01,667 - mmaction - INFO - Epoch [87][1680/1743] lr: 1.000e-04, eta: 5:50:42, time: 0.782, data_time: 0.005, memory: 3025, loss_cls: 2.1156, loss: 2.1156, grad_norm: 3.8863 2020-10-16 07:40:18,232 - mmaction - INFO - Epoch [87][1700/1743] lr: 1.000e-04, eta: 5:50:23, time: 0.823, data_time: 0.007, memory: 3025, loss_cls: 2.1269, loss: 2.1269, grad_norm: 3.9398 2020-10-16 07:40:34,380 - mmaction - INFO - Epoch [87][1720/1743] lr: 1.000e-04, eta: 5:50:04, time: 0.809, data_time: 0.007, memory: 3025, loss_cls: 2.1692, loss: 2.1692, grad_norm: 3.9908 2020-10-16 07:40:50,605 - mmaction - INFO - Epoch [87][1740/1743] lr: 1.000e-04, eta: 5:49:45, time: 0.816, data_time: 0.007, memory: 3025, loss_cls: 2.1188, loss: 2.1188, grad_norm: 3.9808 2020-10-16 07:41:24,913 - mmaction - INFO - Epoch [88][20/1743] lr: 1.000e-04, eta: 5:49:26, time: 1.577, data_time: 0.776, memory: 3025, loss_cls: 2.1545, loss: 2.1545, grad_norm: 3.9220 2020-10-16 07:41:40,394 - mmaction - INFO - Epoch [88][40/1743] lr: 1.000e-04, eta: 5:49:07, time: 0.774, data_time: 0.010, memory: 3025, loss_cls: 2.1492, loss: 2.1492, grad_norm: 3.9942 2020-10-16 07:41:56,329 - mmaction - INFO - Epoch [88][60/1743] lr: 1.000e-04, eta: 5:48:48, time: 0.789, data_time: 0.004, memory: 3025, loss_cls: 2.1458, loss: 2.1458, grad_norm: 3.9248 2020-10-16 07:42:12,675 - mmaction - INFO - Epoch [88][80/1743] lr: 1.000e-04, eta: 5:48:29, time: 0.819, data_time: 0.011, memory: 3025, loss_cls: 2.1225, loss: 2.1225, grad_norm: 3.8815 2020-10-16 07:42:29,101 - mmaction - INFO - Epoch [88][100/1743] lr: 1.000e-04, eta: 5:48:10, time: 0.818, data_time: 0.006, memory: 3025, loss_cls: 2.1226, loss: 2.1226, grad_norm: 3.9271 2020-10-16 07:42:44,576 - mmaction - INFO - Epoch [88][120/1743] lr: 1.000e-04, eta: 5:47:51, time: 0.779, data_time: 0.010, memory: 3025, loss_cls: 2.1520, loss: 2.1520, grad_norm: 3.9976 2020-10-16 07:43:00,555 - mmaction - INFO - Epoch [88][140/1743] lr: 1.000e-04, eta: 5:47:32, time: 0.802, data_time: 0.005, memory: 3025, loss_cls: 2.1293, loss: 2.1293, grad_norm: 3.9112 2020-10-16 07:43:16,571 - mmaction - INFO - Epoch [88][160/1743] lr: 1.000e-04, eta: 5:47:13, time: 0.798, data_time: 0.009, memory: 3025, loss_cls: 2.0993, loss: 2.0993, grad_norm: 3.8044 2020-10-16 07:43:32,429 - mmaction - INFO - Epoch [88][180/1743] lr: 1.000e-04, eta: 5:46:54, time: 0.795, data_time: 0.011, memory: 3025, loss_cls: 2.1400, loss: 2.1400, grad_norm: 4.0184 2020-10-16 07:43:48,413 - mmaction - INFO - Epoch [88][200/1743] lr: 1.000e-04, eta: 5:46:35, time: 0.799, data_time: 0.004, memory: 3025, loss_cls: 2.1283, loss: 2.1283, grad_norm: 3.8918 2020-10-16 07:44:04,866 - mmaction - INFO - Epoch [88][220/1743] lr: 1.000e-04, eta: 5:46:17, time: 0.819, data_time: 0.005, memory: 3025, loss_cls: 2.1562, loss: 2.1562, grad_norm: 3.9611 2020-10-16 07:44:21,289 - mmaction - INFO - Epoch [88][240/1743] lr: 1.000e-04, eta: 5:45:58, time: 0.819, data_time: 0.008, memory: 3025, loss_cls: 2.1283, loss: 2.1283, grad_norm: 3.9596 2020-10-16 07:44:37,679 - mmaction - INFO - Epoch [88][260/1743] lr: 1.000e-04, eta: 5:45:39, time: 0.823, data_time: 0.011, memory: 3025, loss_cls: 2.1452, loss: 2.1452, grad_norm: 3.9622 2020-10-16 07:44:53,546 - mmaction - INFO - Epoch [88][280/1743] lr: 1.000e-04, eta: 5:45:20, time: 0.791, data_time: 0.007, memory: 3025, loss_cls: 2.1143, loss: 2.1143, grad_norm: 3.8905 2020-10-16 07:45:09,622 - mmaction - INFO - Epoch [88][300/1743] lr: 1.000e-04, eta: 5:45:01, time: 0.807, data_time: 0.009, memory: 3025, loss_cls: 2.1009, loss: 2.1009, grad_norm: 3.8934 2020-10-16 07:45:25,730 - mmaction - INFO - Epoch [88][320/1743] lr: 1.000e-04, eta: 5:44:42, time: 0.803, data_time: 0.008, memory: 3025, loss_cls: 2.1430, loss: 2.1430, grad_norm: 3.8852 2020-10-16 07:45:42,234 - mmaction - INFO - Epoch [88][340/1743] lr: 1.000e-04, eta: 5:44:23, time: 0.830, data_time: 0.008, memory: 3025, loss_cls: 2.1295, loss: 2.1295, grad_norm: 3.9266 2020-10-16 07:45:58,675 - mmaction - INFO - Epoch [88][360/1743] lr: 1.000e-04, eta: 5:44:05, time: 0.819, data_time: 0.003, memory: 3025, loss_cls: 2.1371, loss: 2.1371, grad_norm: 3.8826 2020-10-16 07:46:15,109 - mmaction - INFO - Epoch [88][380/1743] lr: 1.000e-04, eta: 5:43:46, time: 0.821, data_time: 0.007, memory: 3025, loss_cls: 2.1679, loss: 2.1679, grad_norm: 3.9243 2020-10-16 07:46:31,979 - mmaction - INFO - Epoch [88][400/1743] lr: 1.000e-04, eta: 5:43:27, time: 0.846, data_time: 0.006, memory: 3025, loss_cls: 2.1281, loss: 2.1281, grad_norm: 3.8799 2020-10-16 07:46:47,770 - mmaction - INFO - Epoch [88][420/1743] lr: 1.000e-04, eta: 5:43:08, time: 0.791, data_time: 0.004, memory: 3025, loss_cls: 2.1403, loss: 2.1403, grad_norm: 4.1097 2020-10-16 07:47:04,445 - mmaction - INFO - Epoch [88][440/1743] lr: 1.000e-04, eta: 5:42:49, time: 0.828, data_time: 0.004, memory: 3025, loss_cls: 2.1381, loss: 2.1381, grad_norm: 3.8848 2020-10-16 07:47:20,532 - mmaction - INFO - Epoch [88][460/1743] lr: 1.000e-04, eta: 5:42:30, time: 0.810, data_time: 0.009, memory: 3025, loss_cls: 2.1101, loss: 2.1101, grad_norm: 3.8743 2020-10-16 07:47:36,260 - mmaction - INFO - Epoch [88][480/1743] lr: 1.000e-04, eta: 5:42:12, time: 0.788, data_time: 0.005, memory: 3025, loss_cls: 2.1359, loss: 2.1359, grad_norm: 3.9245 2020-10-16 07:47:52,645 - mmaction - INFO - Epoch [88][500/1743] lr: 1.000e-04, eta: 5:41:53, time: 0.820, data_time: 0.002, memory: 3025, loss_cls: 2.1480, loss: 2.1480, grad_norm: 3.9193 2020-10-16 07:48:08,972 - mmaction - INFO - Epoch [88][520/1743] lr: 1.000e-04, eta: 5:41:34, time: 0.815, data_time: 0.002, memory: 3025, loss_cls: 2.1771, loss: 2.1771, grad_norm: 3.9907 2020-10-16 07:48:25,826 - mmaction - INFO - Epoch [88][540/1743] lr: 1.000e-04, eta: 5:41:15, time: 0.837, data_time: 0.003, memory: 3025, loss_cls: 2.1195, loss: 2.1195, grad_norm: 4.0002 2020-10-16 07:48:41,822 - mmaction - INFO - Epoch [88][560/1743] lr: 1.000e-04, eta: 5:40:56, time: 0.807, data_time: 0.009, memory: 3025, loss_cls: 2.1782, loss: 2.1782, grad_norm: 4.0219 2020-10-16 07:48:58,426 - mmaction - INFO - Epoch [88][580/1743] lr: 1.000e-04, eta: 5:40:37, time: 0.825, data_time: 0.003, memory: 3025, loss_cls: 2.1248, loss: 2.1248, grad_norm: 3.9154 2020-10-16 07:49:14,884 - mmaction - INFO - Epoch [88][600/1743] lr: 1.000e-04, eta: 5:40:19, time: 0.827, data_time: 0.007, memory: 3025, loss_cls: 2.1568, loss: 2.1568, grad_norm: 3.9318 2020-10-16 07:49:31,003 - mmaction - INFO - Epoch [88][620/1743] lr: 1.000e-04, eta: 5:40:00, time: 0.806, data_time: 0.003, memory: 3025, loss_cls: 2.1454, loss: 2.1454, grad_norm: 3.9518 2020-10-16 07:49:47,697 - mmaction - INFO - Epoch [88][640/1743] lr: 1.000e-04, eta: 5:39:41, time: 0.833, data_time: 0.003, memory: 3025, loss_cls: 2.1625, loss: 2.1625, grad_norm: 3.9464 2020-10-16 07:50:04,051 - mmaction - INFO - Epoch [88][660/1743] lr: 1.000e-04, eta: 5:39:22, time: 0.816, data_time: 0.003, memory: 3025, loss_cls: 2.1476, loss: 2.1476, grad_norm: 3.8922 2020-10-16 07:50:19,946 - mmaction - INFO - Epoch [88][680/1743] lr: 1.000e-04, eta: 5:39:03, time: 0.798, data_time: 0.006, memory: 3025, loss_cls: 2.1218, loss: 2.1218, grad_norm: 3.9417 2020-10-16 07:50:36,119 - mmaction - INFO - Epoch [88][700/1743] lr: 1.000e-04, eta: 5:38:44, time: 0.803, data_time: 0.003, memory: 3025, loss_cls: 2.1200, loss: 2.1200, grad_norm: 3.8848 2020-10-16 07:50:52,560 - mmaction - INFO - Epoch [88][720/1743] lr: 1.000e-04, eta: 5:38:26, time: 0.827, data_time: 0.007, memory: 3025, loss_cls: 2.1372, loss: 2.1372, grad_norm: 3.9898 2020-10-16 07:51:09,029 - mmaction - INFO - Epoch [88][740/1743] lr: 1.000e-04, eta: 5:38:07, time: 0.819, data_time: 0.003, memory: 3025, loss_cls: 2.1243, loss: 2.1243, grad_norm: 3.9342 2020-10-16 07:51:25,528 - mmaction - INFO - Epoch [88][760/1743] lr: 1.000e-04, eta: 5:37:48, time: 0.829, data_time: 0.007, memory: 3025, loss_cls: 2.1569, loss: 2.1569, grad_norm: 3.9726 2020-10-16 07:51:42,750 - mmaction - INFO - Epoch [88][780/1743] lr: 1.000e-04, eta: 5:37:29, time: 0.855, data_time: 0.005, memory: 3025, loss_cls: 2.1307, loss: 2.1307, grad_norm: 3.8753 2020-10-16 07:51:59,184 - mmaction - INFO - Epoch [88][800/1743] lr: 1.000e-04, eta: 5:37:11, time: 0.829, data_time: 0.009, memory: 3025, loss_cls: 2.1577, loss: 2.1577, grad_norm: 3.9823 2020-10-16 07:52:14,929 - mmaction - INFO - Epoch [88][820/1743] lr: 1.000e-04, eta: 5:36:52, time: 0.786, data_time: 0.002, memory: 3025, loss_cls: 2.1776, loss: 2.1776, grad_norm: 3.9865 2020-10-16 07:52:31,079 - mmaction - INFO - Epoch [88][840/1743] lr: 1.000e-04, eta: 5:36:33, time: 0.808, data_time: 0.003, memory: 3025, loss_cls: 2.1735, loss: 2.1735, grad_norm: 3.9710 2020-10-16 07:52:48,298 - mmaction - INFO - Epoch [88][860/1743] lr: 1.000e-04, eta: 5:36:14, time: 0.854, data_time: 0.001, memory: 3025, loss_cls: 2.1132, loss: 2.1132, grad_norm: 3.8757 2020-10-16 07:53:04,561 - mmaction - INFO - Epoch [88][880/1743] lr: 1.000e-04, eta: 5:35:55, time: 0.818, data_time: 0.010, memory: 3025, loss_cls: 2.1296, loss: 2.1296, grad_norm: 3.9265 2020-10-16 07:53:21,327 - mmaction - INFO - Epoch [88][900/1743] lr: 1.000e-04, eta: 5:35:36, time: 0.833, data_time: 0.007, memory: 3025, loss_cls: 2.1211, loss: 2.1211, grad_norm: 3.8884 2020-10-16 07:53:36,889 - mmaction - INFO - Epoch [88][920/1743] lr: 1.000e-04, eta: 5:35:18, time: 0.778, data_time: 0.010, memory: 3025, loss_cls: 2.1564, loss: 2.1564, grad_norm: 3.9230 2020-10-16 07:53:53,536 - mmaction - INFO - Epoch [88][940/1743] lr: 1.000e-04, eta: 5:34:59, time: 0.832, data_time: 0.009, memory: 3025, loss_cls: 2.1433, loss: 2.1433, grad_norm: 3.9490 2020-10-16 07:54:10,263 - mmaction - INFO - Epoch [88][960/1743] lr: 1.000e-04, eta: 5:34:40, time: 0.841, data_time: 0.010, memory: 3025, loss_cls: 2.1248, loss: 2.1248, grad_norm: 3.9332 2020-10-16 07:54:27,157 - mmaction - INFO - Epoch [88][980/1743] lr: 1.000e-04, eta: 5:34:21, time: 0.839, data_time: 0.004, memory: 3025, loss_cls: 2.1684, loss: 2.1684, grad_norm: 3.9428 2020-10-16 07:54:42,843 - mmaction - INFO - Epoch [88][1000/1743] lr: 1.000e-04, eta: 5:34:02, time: 0.789, data_time: 0.009, memory: 3025, loss_cls: 2.1257, loss: 2.1257, grad_norm: 3.9222 2020-10-16 07:54:58,976 - mmaction - INFO - Epoch [88][1020/1743] lr: 1.000e-04, eta: 5:33:44, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.0979, loss: 2.0979, grad_norm: 3.9603 2020-10-16 07:55:15,348 - mmaction - INFO - Epoch [88][1040/1743] lr: 1.000e-04, eta: 5:33:25, time: 0.822, data_time: 0.004, memory: 3025, loss_cls: 2.1497, loss: 2.1497, grad_norm: 3.9848 2020-10-16 07:55:31,536 - mmaction - INFO - Epoch [88][1060/1743] lr: 1.000e-04, eta: 5:33:06, time: 0.807, data_time: 0.010, memory: 3025, loss_cls: 2.1548, loss: 2.1548, grad_norm: 4.0302 2020-10-16 07:55:48,533 - mmaction - INFO - Epoch [88][1080/1743] lr: 1.000e-04, eta: 5:32:47, time: 0.848, data_time: 0.003, memory: 3025, loss_cls: 2.1826, loss: 2.1826, grad_norm: 4.1649 2020-10-16 07:56:04,797 - mmaction - INFO - Epoch [88][1100/1743] lr: 1.000e-04, eta: 5:32:28, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.1444, loss: 2.1444, grad_norm: 3.9969 2020-10-16 07:56:21,234 - mmaction - INFO - Epoch [88][1120/1743] lr: 1.000e-04, eta: 5:32:10, time: 0.824, data_time: 0.006, memory: 3025, loss_cls: 2.1328, loss: 2.1328, grad_norm: 3.9486 2020-10-16 07:56:37,313 - mmaction - INFO - Epoch [88][1140/1743] lr: 1.000e-04, eta: 5:31:51, time: 0.805, data_time: 0.003, memory: 3025, loss_cls: 2.1207, loss: 2.1207, grad_norm: 3.9333 2020-10-16 07:56:53,688 - mmaction - INFO - Epoch [88][1160/1743] lr: 1.000e-04, eta: 5:31:32, time: 0.820, data_time: 0.003, memory: 3025, loss_cls: 2.1782, loss: 2.1782, grad_norm: 3.9865 2020-10-16 07:57:11,096 - mmaction - INFO - Epoch [88][1180/1743] lr: 1.000e-04, eta: 5:31:13, time: 0.862, data_time: 0.001, memory: 3025, loss_cls: 2.1240, loss: 2.1240, grad_norm: 3.9790 2020-10-16 07:57:27,228 - mmaction - INFO - Epoch [88][1200/1743] lr: 1.000e-04, eta: 5:30:54, time: 0.814, data_time: 0.011, memory: 3025, loss_cls: 2.1614, loss: 2.1614, grad_norm: 3.9362 2020-10-16 07:57:44,537 - mmaction - INFO - Epoch [88][1220/1743] lr: 1.000e-04, eta: 5:30:36, time: 0.862, data_time: 0.002, memory: 3025, loss_cls: 2.1092, loss: 2.1092, grad_norm: 3.9622 2020-10-16 07:58:01,612 - mmaction - INFO - Epoch [88][1240/1743] lr: 1.000e-04, eta: 5:30:17, time: 0.851, data_time: 0.005, memory: 3025, loss_cls: 2.1584, loss: 2.1584, grad_norm: 3.9815 2020-10-16 07:58:18,203 - mmaction - INFO - Epoch [88][1260/1743] lr: 1.000e-04, eta: 5:29:58, time: 0.829, data_time: 0.009, memory: 3025, loss_cls: 2.1583, loss: 2.1583, grad_norm: 3.9416 2020-10-16 07:58:34,835 - mmaction - INFO - Epoch [88][1280/1743] lr: 1.000e-04, eta: 5:29:39, time: 0.835, data_time: 0.011, memory: 3025, loss_cls: 2.1310, loss: 2.1310, grad_norm: 3.9905 2020-10-16 07:58:50,709 - mmaction - INFO - Epoch [88][1300/1743] lr: 1.000e-04, eta: 5:29:21, time: 0.796, data_time: 0.005, memory: 3025, loss_cls: 2.1120, loss: 2.1120, grad_norm: 3.9138 2020-10-16 07:59:07,424 - mmaction - INFO - Epoch [88][1320/1743] lr: 1.000e-04, eta: 5:29:02, time: 0.831, data_time: 0.005, memory: 3025, loss_cls: 2.1551, loss: 2.1551, grad_norm: 3.9933 2020-10-16 07:59:22,888 - mmaction - INFO - Epoch [88][1340/1743] lr: 1.000e-04, eta: 5:28:43, time: 0.776, data_time: 0.008, memory: 3025, loss_cls: 2.1319, loss: 2.1319, grad_norm: 3.8668 2020-10-16 07:59:39,594 - mmaction - INFO - Epoch [88][1360/1743] lr: 1.000e-04, eta: 5:28:24, time: 0.832, data_time: 0.005, memory: 3025, loss_cls: 2.1276, loss: 2.1276, grad_norm: 4.0802 2020-10-16 07:59:56,552 - mmaction - INFO - Epoch [88][1380/1743] lr: 1.000e-04, eta: 5:28:05, time: 0.853, data_time: 0.008, memory: 3025, loss_cls: 2.1616, loss: 2.1616, grad_norm: 4.0142 2020-10-16 08:00:13,061 - mmaction - INFO - Epoch [88][1400/1743] lr: 1.000e-04, eta: 5:27:47, time: 0.827, data_time: 0.004, memory: 3025, loss_cls: 2.1353, loss: 2.1353, grad_norm: 3.9296 2020-10-16 08:00:30,214 - mmaction - INFO - Epoch [88][1420/1743] lr: 1.000e-04, eta: 5:27:28, time: 0.852, data_time: 0.003, memory: 3025, loss_cls: 2.1245, loss: 2.1245, grad_norm: 3.9140 2020-10-16 08:00:46,394 - mmaction - INFO - Epoch [88][1440/1743] lr: 1.000e-04, eta: 5:27:09, time: 0.815, data_time: 0.009, memory: 3025, loss_cls: 2.0953, loss: 2.0953, grad_norm: 3.9049 2020-10-16 08:01:02,403 - mmaction - INFO - Epoch [88][1460/1743] lr: 1.000e-04, eta: 5:26:50, time: 0.801, data_time: 0.006, memory: 3025, loss_cls: 2.1024, loss: 2.1024, grad_norm: 3.8638 2020-10-16 08:01:18,935 - mmaction - INFO - Epoch [88][1480/1743] lr: 1.000e-04, eta: 5:26:32, time: 0.822, data_time: 0.003, memory: 3025, loss_cls: 2.1488, loss: 2.1488, grad_norm: 3.8800 2020-10-16 08:01:36,172 - mmaction - INFO - Epoch [88][1500/1743] lr: 1.000e-04, eta: 5:26:13, time: 0.863, data_time: 0.006, memory: 3025, loss_cls: 2.1203, loss: 2.1203, grad_norm: 3.9774 2020-10-16 08:01:52,509 - mmaction - INFO - Epoch [88][1520/1743] lr: 1.000e-04, eta: 5:25:54, time: 0.820, data_time: 0.005, memory: 3025, loss_cls: 2.1346, loss: 2.1346, grad_norm: 3.9467 2020-10-16 08:02:09,234 - mmaction - INFO - Epoch [88][1540/1743] lr: 1.000e-04, eta: 5:25:35, time: 0.832, data_time: 0.001, memory: 3025, loss_cls: 2.1275, loss: 2.1275, grad_norm: 3.9062 2020-10-16 08:02:25,388 - mmaction - INFO - Epoch [88][1560/1743] lr: 1.000e-04, eta: 5:25:16, time: 0.807, data_time: 0.005, memory: 3025, loss_cls: 2.1198, loss: 2.1198, grad_norm: 3.9391 2020-10-16 08:02:41,599 - mmaction - INFO - Epoch [88][1580/1743] lr: 1.000e-04, eta: 5:24:58, time: 0.812, data_time: 0.006, memory: 3025, loss_cls: 2.1708, loss: 2.1708, grad_norm: 3.9381 2020-10-16 08:02:57,076 - mmaction - INFO - Epoch [88][1600/1743] lr: 1.000e-04, eta: 5:24:39, time: 0.774, data_time: 0.005, memory: 3025, loss_cls: 2.1477, loss: 2.1477, grad_norm: 3.9222 2020-10-16 08:03:12,678 - mmaction - INFO - Epoch [88][1620/1743] lr: 1.000e-04, eta: 5:24:20, time: 0.783, data_time: 0.008, memory: 3025, loss_cls: 2.1491, loss: 2.1491, grad_norm: 3.9529 2020-10-16 08:03:28,855 - mmaction - INFO - Epoch [88][1640/1743] lr: 1.000e-04, eta: 5:24:01, time: 0.808, data_time: 0.005, memory: 3025, loss_cls: 2.1436, loss: 2.1436, grad_norm: 3.9325 2020-10-16 08:03:43,994 - mmaction - INFO - Epoch [88][1660/1743] lr: 1.000e-04, eta: 5:23:42, time: 0.757, data_time: 0.006, memory: 3025, loss_cls: 2.1311, loss: 2.1311, grad_norm: 3.9409 2020-10-16 08:04:00,126 - mmaction - INFO - Epoch [88][1680/1743] lr: 1.000e-04, eta: 5:23:23, time: 0.802, data_time: 0.004, memory: 3025, loss_cls: 2.1619, loss: 2.1619, grad_norm: 3.9290 2020-10-16 08:04:16,882 - mmaction - INFO - Epoch [88][1700/1743] lr: 1.000e-04, eta: 5:23:05, time: 0.840, data_time: 0.012, memory: 3025, loss_cls: 2.1473, loss: 2.1473, grad_norm: 3.9030 2020-10-16 08:04:32,905 - mmaction - INFO - Epoch [88][1720/1743] lr: 1.000e-04, eta: 5:22:46, time: 0.804, data_time: 0.007, memory: 3025, loss_cls: 2.1921, loss: 2.1921, grad_norm: 3.9804 2020-10-16 08:04:48,429 - mmaction - INFO - Epoch [88][1740/1743] lr: 1.000e-04, eta: 5:22:27, time: 0.779, data_time: 0.014, memory: 3025, loss_cls: 2.1456, loss: 2.1456, grad_norm: 3.9762 2020-10-16 08:05:27,002 - mmaction - INFO - Epoch [89][20/1743] lr: 1.000e-04, eta: 5:22:07, time: 1.765, data_time: 0.784, memory: 3025, loss_cls: 2.1642, loss: 2.1642, grad_norm: 4.0317 2020-10-16 08:05:43,690 - mmaction - INFO - Epoch [89][40/1743] lr: 1.000e-04, eta: 5:21:49, time: 0.836, data_time: 0.007, memory: 3025, loss_cls: 2.1299, loss: 2.1299, grad_norm: 3.8190 2020-10-16 08:06:00,258 - mmaction - INFO - Epoch [89][60/1743] lr: 1.000e-04, eta: 5:21:30, time: 0.828, data_time: 0.004, memory: 3025, loss_cls: 2.1606, loss: 2.1606, grad_norm: 3.9528 2020-10-16 08:06:15,634 - mmaction - INFO - Epoch [89][80/1743] lr: 1.000e-04, eta: 5:21:11, time: 0.768, data_time: 0.009, memory: 3025, loss_cls: 2.1440, loss: 2.1440, grad_norm: 3.9439 2020-10-16 08:06:31,710 - mmaction - INFO - Epoch [89][100/1743] lr: 1.000e-04, eta: 5:20:52, time: 0.802, data_time: 0.007, memory: 3025, loss_cls: 2.1335, loss: 2.1335, grad_norm: 3.9811 2020-10-16 08:06:48,528 - mmaction - INFO - Epoch [89][120/1743] lr: 1.000e-04, eta: 5:20:33, time: 0.839, data_time: 0.006, memory: 3025, loss_cls: 2.1319, loss: 2.1319, grad_norm: 3.9239 2020-10-16 08:07:04,077 - mmaction - INFO - Epoch [89][140/1743] lr: 1.000e-04, eta: 5:20:15, time: 0.780, data_time: 0.008, memory: 3025, loss_cls: 2.1012, loss: 2.1012, grad_norm: 4.0029 2020-10-16 08:07:20,344 - mmaction - INFO - Epoch [89][160/1743] lr: 1.000e-04, eta: 5:19:56, time: 0.812, data_time: 0.006, memory: 3025, loss_cls: 2.1380, loss: 2.1380, grad_norm: 3.9333 2020-10-16 08:07:36,283 - mmaction - INFO - Epoch [89][180/1743] lr: 1.000e-04, eta: 5:19:37, time: 0.802, data_time: 0.007, memory: 3025, loss_cls: 2.1218, loss: 2.1218, grad_norm: 3.9465 2020-10-16 08:07:52,357 - mmaction - INFO - Epoch [89][200/1743] lr: 1.000e-04, eta: 5:19:18, time: 0.799, data_time: 0.002, memory: 3025, loss_cls: 2.1567, loss: 2.1567, grad_norm: 3.9450 2020-10-16 08:08:07,543 - mmaction - INFO - Epoch [89][220/1743] lr: 1.000e-04, eta: 5:18:59, time: 0.763, data_time: 0.008, memory: 3025, loss_cls: 2.1859, loss: 2.1859, grad_norm: 4.0847 2020-10-16 08:08:24,019 - mmaction - INFO - Epoch [89][240/1743] lr: 1.000e-04, eta: 5:18:40, time: 0.819, data_time: 0.003, memory: 3025, loss_cls: 2.1487, loss: 2.1487, grad_norm: 3.9792 2020-10-16 08:08:39,936 - mmaction - INFO - Epoch [89][260/1743] lr: 1.000e-04, eta: 5:18:22, time: 0.798, data_time: 0.009, memory: 3025, loss_cls: 2.1462, loss: 2.1462, grad_norm: 3.9963 2020-10-16 08:08:55,821 - mmaction - INFO - Epoch [89][280/1743] lr: 1.000e-04, eta: 5:18:03, time: 0.798, data_time: 0.011, memory: 3025, loss_cls: 2.1025, loss: 2.1025, grad_norm: 3.9630 2020-10-16 08:09:12,390 - mmaction - INFO - Epoch [89][300/1743] lr: 1.000e-04, eta: 5:17:44, time: 0.826, data_time: 0.003, memory: 3025, loss_cls: 2.0947, loss: 2.0947, grad_norm: 3.9417 2020-10-16 08:09:28,061 - mmaction - INFO - Epoch [89][320/1743] lr: 1.000e-04, eta: 5:17:25, time: 0.782, data_time: 0.015, memory: 3025, loss_cls: 2.1460, loss: 2.1460, grad_norm: 3.9952 2020-10-16 08:09:43,943 - mmaction - INFO - Epoch [89][340/1743] lr: 1.000e-04, eta: 5:17:06, time: 0.797, data_time: 0.208, memory: 3025, loss_cls: 2.1269, loss: 2.1269, grad_norm: 3.9067 2020-10-16 08:10:00,739 - mmaction - INFO - Epoch [89][360/1743] lr: 1.000e-04, eta: 5:16:48, time: 0.838, data_time: 0.342, memory: 3025, loss_cls: 2.1838, loss: 2.1838, grad_norm: 3.9813 2020-10-16 08:10:17,097 - mmaction - INFO - Epoch [89][380/1743] lr: 1.000e-04, eta: 5:16:29, time: 0.815, data_time: 0.341, memory: 3025, loss_cls: 2.1267, loss: 2.1267, grad_norm: 3.9820 2020-10-16 08:10:33,270 - mmaction - INFO - Epoch [89][400/1743] lr: 1.000e-04, eta: 5:16:10, time: 0.806, data_time: 0.319, memory: 3025, loss_cls: 2.1475, loss: 2.1475, grad_norm: 4.0248 2020-10-16 08:10:49,939 - mmaction - INFO - Epoch [89][420/1743] lr: 1.000e-04, eta: 5:15:51, time: 0.838, data_time: 0.264, memory: 3025, loss_cls: 2.1763, loss: 2.1763, grad_norm: 4.0048 2020-10-16 08:11:06,336 - mmaction - INFO - Epoch [89][440/1743] lr: 1.000e-04, eta: 5:15:32, time: 0.821, data_time: 0.208, memory: 3025, loss_cls: 2.1347, loss: 2.1347, grad_norm: 3.9670 2020-10-16 08:11:23,073 - mmaction - INFO - Epoch [89][460/1743] lr: 1.000e-04, eta: 5:15:14, time: 0.834, data_time: 0.218, memory: 3025, loss_cls: 2.1144, loss: 2.1144, grad_norm: 4.0406 2020-10-16 08:11:39,537 - mmaction - INFO - Epoch [89][480/1743] lr: 1.000e-04, eta: 5:14:55, time: 0.822, data_time: 0.346, memory: 3025, loss_cls: 2.1366, loss: 2.1366, grad_norm: 3.9048 2020-10-16 08:11:55,973 - mmaction - INFO - Epoch [89][500/1743] lr: 1.000e-04, eta: 5:14:36, time: 0.829, data_time: 0.362, memory: 3025, loss_cls: 2.1221, loss: 2.1221, grad_norm: 3.9345 2020-10-16 08:12:12,563 - mmaction - INFO - Epoch [89][520/1743] lr: 1.000e-04, eta: 5:14:17, time: 0.825, data_time: 0.310, memory: 3025, loss_cls: 2.1635, loss: 2.1635, grad_norm: 4.0659 2020-10-16 08:12:28,812 - mmaction - INFO - Epoch [89][540/1743] lr: 1.000e-04, eta: 5:13:59, time: 0.816, data_time: 0.313, memory: 3025, loss_cls: 2.1428, loss: 2.1428, grad_norm: 3.9303 2020-10-16 08:12:44,884 - mmaction - INFO - Epoch [89][560/1743] lr: 1.000e-04, eta: 5:13:40, time: 0.803, data_time: 0.324, memory: 3025, loss_cls: 2.1070, loss: 2.1070, grad_norm: 3.9207 2020-10-16 08:13:01,309 - mmaction - INFO - Epoch [89][580/1743] lr: 1.000e-04, eta: 5:13:21, time: 0.820, data_time: 0.333, memory: 3025, loss_cls: 2.1509, loss: 2.1509, grad_norm: 3.9782 2020-10-16 08:13:17,058 - mmaction - INFO - Epoch [89][600/1743] lr: 1.000e-04, eta: 5:13:02, time: 0.785, data_time: 0.313, memory: 3025, loss_cls: 2.1234, loss: 2.1234, grad_norm: 3.9629 2020-10-16 08:13:33,771 - mmaction - INFO - Epoch [89][620/1743] lr: 1.000e-04, eta: 5:12:43, time: 0.834, data_time: 0.329, memory: 3025, loss_cls: 2.1555, loss: 2.1555, grad_norm: 3.9167 2020-10-16 08:13:49,962 - mmaction - INFO - Epoch [89][640/1743] lr: 1.000e-04, eta: 5:12:25, time: 0.812, data_time: 0.322, memory: 3025, loss_cls: 2.1490, loss: 2.1490, grad_norm: 4.0214 2020-10-16 08:14:06,194 - mmaction - INFO - Epoch [89][660/1743] lr: 1.000e-04, eta: 5:12:06, time: 0.815, data_time: 0.309, memory: 3025, loss_cls: 2.1212, loss: 2.1212, grad_norm: 3.9053 2020-10-16 08:14:22,396 - mmaction - INFO - Epoch [89][680/1743] lr: 1.000e-04, eta: 5:11:47, time: 0.807, data_time: 0.309, memory: 3025, loss_cls: 2.0740, loss: 2.0740, grad_norm: 3.8586 2020-10-16 08:14:38,653 - mmaction - INFO - Epoch [89][700/1743] lr: 1.000e-04, eta: 5:11:28, time: 0.812, data_time: 0.319, memory: 3025, loss_cls: 2.1408, loss: 2.1408, grad_norm: 3.9565 2020-10-16 08:14:54,840 - mmaction - INFO - Epoch [89][720/1743] lr: 1.000e-04, eta: 5:11:10, time: 0.809, data_time: 0.300, memory: 3025, loss_cls: 2.1170, loss: 2.1170, grad_norm: 3.9345 2020-10-16 08:15:10,595 - mmaction - INFO - Epoch [89][740/1743] lr: 1.000e-04, eta: 5:10:51, time: 0.785, data_time: 0.298, memory: 3025, loss_cls: 2.1532, loss: 2.1532, grad_norm: 3.9682 2020-10-16 08:15:26,934 - mmaction - INFO - Epoch [89][760/1743] lr: 1.000e-04, eta: 5:10:32, time: 0.824, data_time: 0.319, memory: 3025, loss_cls: 2.0979, loss: 2.0979, grad_norm: 3.8836 2020-10-16 08:15:43,548 - mmaction - INFO - Epoch [89][780/1743] lr: 1.000e-04, eta: 5:10:13, time: 0.826, data_time: 0.327, memory: 3025, loss_cls: 2.1179, loss: 2.1179, grad_norm: 3.9003 2020-10-16 08:15:59,234 - mmaction - INFO - Epoch [89][800/1743] lr: 1.000e-04, eta: 5:09:54, time: 0.789, data_time: 0.308, memory: 3025, loss_cls: 2.1588, loss: 2.1588, grad_norm: 3.9589 2020-10-16 08:16:15,171 - mmaction - INFO - Epoch [89][820/1743] lr: 1.000e-04, eta: 5:09:35, time: 0.789, data_time: 0.315, memory: 3025, loss_cls: 2.1599, loss: 2.1599, grad_norm: 3.9690 2020-10-16 08:16:31,058 - mmaction - INFO - Epoch [89][840/1743] lr: 1.000e-04, eta: 5:09:17, time: 0.795, data_time: 0.309, memory: 3025, loss_cls: 2.1154, loss: 2.1154, grad_norm: 3.9040 2020-10-16 08:16:47,692 - mmaction - INFO - Epoch [89][860/1743] lr: 1.000e-04, eta: 5:08:58, time: 0.837, data_time: 0.349, memory: 3025, loss_cls: 2.1225, loss: 2.1225, grad_norm: 3.8811 2020-10-16 08:17:03,803 - mmaction - INFO - Epoch [89][880/1743] lr: 1.000e-04, eta: 5:08:39, time: 0.801, data_time: 0.301, memory: 3025, loss_cls: 2.0885, loss: 2.0885, grad_norm: 3.8873 2020-10-16 08:17:20,270 - mmaction - INFO - Epoch [89][900/1743] lr: 1.000e-04, eta: 5:08:20, time: 0.827, data_time: 0.284, memory: 3025, loss_cls: 2.1190, loss: 2.1190, grad_norm: 3.9927 2020-10-16 08:17:36,372 - mmaction - INFO - Epoch [89][920/1743] lr: 1.000e-04, eta: 5:08:02, time: 0.808, data_time: 0.286, memory: 3025, loss_cls: 2.1102, loss: 2.1102, grad_norm: 3.8688 2020-10-16 08:17:52,414 - mmaction - INFO - Epoch [89][940/1743] lr: 1.000e-04, eta: 5:07:43, time: 0.802, data_time: 0.143, memory: 3025, loss_cls: 2.1286, loss: 2.1286, grad_norm: 3.9552 2020-10-16 08:18:08,469 - mmaction - INFO - Epoch [89][960/1743] lr: 1.000e-04, eta: 5:07:24, time: 0.797, data_time: 0.029, memory: 3025, loss_cls: 2.1760, loss: 2.1760, grad_norm: 4.0146 2020-10-16 08:18:24,801 - mmaction - INFO - Epoch [89][980/1743] lr: 1.000e-04, eta: 5:07:05, time: 0.819, data_time: 0.162, memory: 3025, loss_cls: 2.1672, loss: 2.1672, grad_norm: 4.0462 2020-10-16 08:18:41,878 - mmaction - INFO - Epoch [89][1000/1743] lr: 1.000e-04, eta: 5:06:47, time: 0.855, data_time: 0.220, memory: 3025, loss_cls: 2.1442, loss: 2.1442, grad_norm: 3.9666 2020-10-16 08:18:58,395 - mmaction - INFO - Epoch [89][1020/1743] lr: 1.000e-04, eta: 5:06:28, time: 0.824, data_time: 0.201, memory: 3025, loss_cls: 2.1481, loss: 2.1481, grad_norm: 3.9071 2020-10-16 08:19:14,377 - mmaction - INFO - Epoch [89][1040/1743] lr: 1.000e-04, eta: 5:06:09, time: 0.803, data_time: 0.192, memory: 3025, loss_cls: 2.1578, loss: 2.1578, grad_norm: 3.9801 2020-10-16 08:19:30,541 - mmaction - INFO - Epoch [89][1060/1743] lr: 1.000e-04, eta: 5:05:50, time: 0.806, data_time: 0.241, memory: 3025, loss_cls: 2.1162, loss: 2.1162, grad_norm: 3.9372 2020-10-16 08:19:46,918 - mmaction - INFO - Epoch [89][1080/1743] lr: 1.000e-04, eta: 5:05:31, time: 0.814, data_time: 0.308, memory: 3025, loss_cls: 2.1618, loss: 2.1618, grad_norm: 3.9722 2020-10-16 08:20:03,555 - mmaction - INFO - Epoch [89][1100/1743] lr: 1.000e-04, eta: 5:05:13, time: 0.838, data_time: 0.367, memory: 3025, loss_cls: 2.1104, loss: 2.1104, grad_norm: 3.8793 2020-10-16 08:20:19,564 - mmaction - INFO - Epoch [89][1120/1743] lr: 1.000e-04, eta: 5:04:54, time: 0.801, data_time: 0.338, memory: 3025, loss_cls: 2.1572, loss: 2.1572, grad_norm: 3.9311 2020-10-16 08:20:35,948 - mmaction - INFO - Epoch [89][1140/1743] lr: 1.000e-04, eta: 5:04:35, time: 0.820, data_time: 0.340, memory: 3025, loss_cls: 2.1191, loss: 2.1191, grad_norm: 3.9364 2020-10-16 08:20:51,895 - mmaction - INFO - Epoch [89][1160/1743] lr: 1.000e-04, eta: 5:04:16, time: 0.791, data_time: 0.307, memory: 3025, loss_cls: 2.1353, loss: 2.1353, grad_norm: 4.0095 2020-10-16 08:21:06,882 - mmaction - INFO - Epoch [89][1180/1743] lr: 1.000e-04, eta: 5:03:57, time: 0.750, data_time: 0.307, memory: 3025, loss_cls: 2.1271, loss: 2.1271, grad_norm: 3.9786 2020-10-16 08:21:23,504 - mmaction - INFO - Epoch [89][1200/1743] lr: 1.000e-04, eta: 5:03:39, time: 0.826, data_time: 0.357, memory: 3025, loss_cls: 2.1331, loss: 2.1331, grad_norm: 3.9511 2020-10-16 08:21:39,768 - mmaction - INFO - Epoch [89][1220/1743] lr: 1.000e-04, eta: 5:03:20, time: 0.816, data_time: 0.315, memory: 3025, loss_cls: 2.1440, loss: 2.1440, grad_norm: 3.9788 2020-10-16 08:21:55,727 - mmaction - INFO - Epoch [89][1240/1743] lr: 1.000e-04, eta: 5:03:01, time: 0.805, data_time: 0.302, memory: 3025, loss_cls: 2.1527, loss: 2.1527, grad_norm: 3.9732 2020-10-16 08:22:11,668 - mmaction - INFO - Epoch [89][1260/1743] lr: 1.000e-04, eta: 5:02:42, time: 0.794, data_time: 0.297, memory: 3025, loss_cls: 2.1046, loss: 2.1046, grad_norm: 3.9345 2020-10-16 08:22:27,491 - mmaction - INFO - Epoch [89][1280/1743] lr: 1.000e-04, eta: 5:02:24, time: 0.790, data_time: 0.316, memory: 3025, loss_cls: 2.1816, loss: 2.1816, grad_norm: 4.0796 2020-10-16 08:22:43,484 - mmaction - INFO - Epoch [89][1300/1743] lr: 1.000e-04, eta: 5:02:05, time: 0.800, data_time: 0.301, memory: 3025, loss_cls: 2.1482, loss: 2.1482, grad_norm: 3.9132 2020-10-16 08:22:59,448 - mmaction - INFO - Epoch [89][1320/1743] lr: 1.000e-04, eta: 5:01:46, time: 0.802, data_time: 0.328, memory: 3025, loss_cls: 2.1575, loss: 2.1575, grad_norm: 3.9944 2020-10-16 08:23:16,125 - mmaction - INFO - Epoch [89][1340/1743] lr: 1.000e-04, eta: 5:01:27, time: 0.829, data_time: 0.337, memory: 3025, loss_cls: 2.1672, loss: 2.1672, grad_norm: 3.9246 2020-10-16 08:23:32,316 - mmaction - INFO - Epoch [89][1360/1743] lr: 1.000e-04, eta: 5:01:09, time: 0.813, data_time: 0.339, memory: 3025, loss_cls: 2.1362, loss: 2.1362, grad_norm: 3.9496 2020-10-16 08:23:47,765 - mmaction - INFO - Epoch [89][1380/1743] lr: 1.000e-04, eta: 5:00:50, time: 0.766, data_time: 0.301, memory: 3025, loss_cls: 2.1103, loss: 2.1103, grad_norm: 3.9466 2020-10-16 08:24:03,467 - mmaction - INFO - Epoch [89][1400/1743] lr: 1.000e-04, eta: 5:00:31, time: 0.789, data_time: 0.328, memory: 3025, loss_cls: 2.1502, loss: 2.1502, grad_norm: 3.9392 2020-10-16 08:24:19,559 - mmaction - INFO - Epoch [89][1420/1743] lr: 1.000e-04, eta: 5:00:12, time: 0.801, data_time: 0.307, memory: 3025, loss_cls: 2.1608, loss: 2.1608, grad_norm: 4.0184 2020-10-16 08:24:35,562 - mmaction - INFO - Epoch [89][1440/1743] lr: 1.000e-04, eta: 4:59:53, time: 0.802, data_time: 0.314, memory: 3025, loss_cls: 2.1129, loss: 2.1129, grad_norm: 3.8890 2020-10-16 08:24:50,994 - mmaction - INFO - Epoch [89][1460/1743] lr: 1.000e-04, eta: 4:59:34, time: 0.775, data_time: 0.294, memory: 3025, loss_cls: 2.1155, loss: 2.1155, grad_norm: 3.8867 2020-10-16 08:25:07,784 - mmaction - INFO - Epoch [89][1480/1743] lr: 1.000e-04, eta: 4:59:16, time: 0.838, data_time: 0.314, memory: 3025, loss_cls: 2.0936, loss: 2.0936, grad_norm: 3.7934 2020-10-16 08:25:24,128 - mmaction - INFO - Epoch [89][1500/1743] lr: 1.000e-04, eta: 4:58:57, time: 0.820, data_time: 0.318, memory: 3025, loss_cls: 2.1182, loss: 2.1182, grad_norm: 3.8088 2020-10-16 08:25:39,822 - mmaction - INFO - Epoch [89][1520/1743] lr: 1.000e-04, eta: 4:58:38, time: 0.782, data_time: 0.298, memory: 3025, loss_cls: 2.1228, loss: 2.1228, grad_norm: 3.9695 2020-10-16 08:25:55,836 - mmaction - INFO - Epoch [89][1540/1743] lr: 1.000e-04, eta: 4:58:19, time: 0.800, data_time: 0.337, memory: 3025, loss_cls: 2.1389, loss: 2.1389, grad_norm: 3.9035 2020-10-16 08:26:12,165 - mmaction - INFO - Epoch [89][1560/1743] lr: 1.000e-04, eta: 4:58:01, time: 0.817, data_time: 0.339, memory: 3025, loss_cls: 2.1318, loss: 2.1318, grad_norm: 3.9333 2020-10-16 08:26:28,113 - mmaction - INFO - Epoch [89][1580/1743] lr: 1.000e-04, eta: 4:57:42, time: 0.799, data_time: 0.307, memory: 3025, loss_cls: 2.1508, loss: 2.1508, grad_norm: 3.9074 2020-10-16 08:26:44,206 - mmaction - INFO - Epoch [89][1600/1743] lr: 1.000e-04, eta: 4:57:23, time: 0.800, data_time: 0.288, memory: 3025, loss_cls: 2.1637, loss: 2.1637, grad_norm: 4.0192 2020-10-16 08:27:00,197 - mmaction - INFO - Epoch [89][1620/1743] lr: 1.000e-04, eta: 4:57:04, time: 0.804, data_time: 0.337, memory: 3025, loss_cls: 2.1027, loss: 2.1027, grad_norm: 3.8600 2020-10-16 08:27:16,527 - mmaction - INFO - Epoch [89][1640/1743] lr: 1.000e-04, eta: 4:56:46, time: 0.812, data_time: 0.323, memory: 3025, loss_cls: 2.1626, loss: 2.1626, grad_norm: 3.8918 2020-10-16 08:27:32,364 - mmaction - INFO - Epoch [89][1660/1743] lr: 1.000e-04, eta: 4:56:27, time: 0.795, data_time: 0.318, memory: 3025, loss_cls: 2.1483, loss: 2.1483, grad_norm: 3.9841 2020-10-16 08:27:48,829 - mmaction - INFO - Epoch [89][1680/1743] lr: 1.000e-04, eta: 4:56:08, time: 0.828, data_time: 0.317, memory: 3025, loss_cls: 2.1648, loss: 2.1648, grad_norm: 4.0073 2020-10-16 08:28:04,869 - mmaction - INFO - Epoch [89][1700/1743] lr: 1.000e-04, eta: 4:55:49, time: 0.800, data_time: 0.330, memory: 3025, loss_cls: 2.1109, loss: 2.1109, grad_norm: 3.8649 2020-10-16 08:28:21,130 - mmaction - INFO - Epoch [89][1720/1743] lr: 1.000e-04, eta: 4:55:30, time: 0.807, data_time: 0.337, memory: 3025, loss_cls: 2.1634, loss: 2.1634, grad_norm: 3.9529 2020-10-16 08:28:37,103 - mmaction - INFO - Epoch [89][1740/1743] lr: 1.000e-04, eta: 4:55:12, time: 0.806, data_time: 0.316, memory: 3025, loss_cls: 2.1409, loss: 2.1409, grad_norm: 3.9255 2020-10-16 08:29:12,629 - mmaction - INFO - Epoch [90][20/1743] lr: 1.000e-04, eta: 4:54:52, time: 1.602, data_time: 1.144, memory: 3025, loss_cls: 2.1318, loss: 2.1318, grad_norm: 3.9466 2020-10-16 08:29:29,993 - mmaction - INFO - Epoch [90][40/1743] lr: 1.000e-04, eta: 4:54:33, time: 0.870, data_time: 0.132, memory: 3025, loss_cls: 2.1919, loss: 2.1919, grad_norm: 3.9915 2020-10-16 08:29:46,759 - mmaction - INFO - Epoch [90][60/1743] lr: 1.000e-04, eta: 4:54:14, time: 0.838, data_time: 0.006, memory: 3025, loss_cls: 2.1333, loss: 2.1333, grad_norm: 3.9100 2020-10-16 08:30:04,007 - mmaction - INFO - Epoch [90][80/1743] lr: 1.000e-04, eta: 4:53:56, time: 0.857, data_time: 0.006, memory: 3025, loss_cls: 2.1346, loss: 2.1346, grad_norm: 3.9524 2020-10-16 08:30:19,857 - mmaction - INFO - Epoch [90][100/1743] lr: 1.000e-04, eta: 4:53:37, time: 0.798, data_time: 0.010, memory: 3025, loss_cls: 2.1644, loss: 2.1644, grad_norm: 3.9679 2020-10-16 08:30:35,908 - mmaction - INFO - Epoch [90][120/1743] lr: 1.000e-04, eta: 4:53:18, time: 0.800, data_time: 0.002, memory: 3025, loss_cls: 2.1035, loss: 2.1035, grad_norm: 3.8953 2020-10-16 08:30:52,588 - mmaction - INFO - Epoch [90][140/1743] lr: 1.000e-04, eta: 4:53:00, time: 0.835, data_time: 0.010, memory: 3025, loss_cls: 2.1559, loss: 2.1559, grad_norm: 4.0053 2020-10-16 08:31:08,737 - mmaction - INFO - Epoch [90][160/1743] lr: 1.000e-04, eta: 4:52:41, time: 0.803, data_time: 0.010, memory: 3025, loss_cls: 2.1712, loss: 2.1712, grad_norm: 3.9427 2020-10-16 08:31:24,396 - mmaction - INFO - Epoch [90][180/1743] lr: 1.000e-04, eta: 4:52:22, time: 0.786, data_time: 0.011, memory: 3025, loss_cls: 2.1111, loss: 2.1111, grad_norm: 3.9215 2020-10-16 08:31:40,975 - mmaction - INFO - Epoch [90][200/1743] lr: 1.000e-04, eta: 4:52:03, time: 0.824, data_time: 0.005, memory: 3025, loss_cls: 2.1448, loss: 2.1448, grad_norm: 4.0080 2020-10-16 08:31:57,189 - mmaction - INFO - Epoch [90][220/1743] lr: 1.000e-04, eta: 4:51:45, time: 0.812, data_time: 0.011, memory: 3025, loss_cls: 2.1307, loss: 2.1307, grad_norm: 3.9377 2020-10-16 08:32:13,684 - mmaction - INFO - Epoch [90][240/1743] lr: 1.000e-04, eta: 4:51:26, time: 0.824, data_time: 0.009, memory: 3025, loss_cls: 2.1143, loss: 2.1143, grad_norm: 3.9848 2020-10-16 08:32:29,248 - mmaction - INFO - Epoch [90][260/1743] lr: 1.000e-04, eta: 4:51:07, time: 0.784, data_time: 0.012, memory: 3025, loss_cls: 2.1359, loss: 2.1359, grad_norm: 3.9635 2020-10-16 08:32:45,542 - mmaction - INFO - Epoch [90][280/1743] lr: 1.000e-04, eta: 4:50:48, time: 0.804, data_time: 0.004, memory: 3025, loss_cls: 2.1153, loss: 2.1153, grad_norm: 3.9237 2020-10-16 08:33:01,424 - mmaction - INFO - Epoch [90][300/1743] lr: 1.000e-04, eta: 4:50:29, time: 0.800, data_time: 0.015, memory: 3025, loss_cls: 2.1197, loss: 2.1197, grad_norm: 3.9348 2020-10-16 08:33:18,020 - mmaction - INFO - Epoch [90][320/1743] lr: 1.000e-04, eta: 4:50:11, time: 0.834, data_time: 0.009, memory: 3025, loss_cls: 2.1465, loss: 2.1465, grad_norm: 3.9977 2020-10-16 08:33:33,770 - mmaction - INFO - Epoch [90][340/1743] lr: 1.000e-04, eta: 4:49:52, time: 0.789, data_time: 0.006, memory: 3025, loss_cls: 2.1504, loss: 2.1504, grad_norm: 3.9391 2020-10-16 08:33:49,231 - mmaction - INFO - Epoch [90][360/1743] lr: 1.000e-04, eta: 4:49:33, time: 0.771, data_time: 0.006, memory: 3025, loss_cls: 2.1377, loss: 2.1377, grad_norm: 3.9912 2020-10-16 08:34:05,434 - mmaction - INFO - Epoch [90][380/1743] lr: 1.000e-04, eta: 4:49:14, time: 0.804, data_time: 0.005, memory: 3025, loss_cls: 2.1184, loss: 2.1184, grad_norm: 3.9373 2020-10-16 08:34:21,540 - mmaction - INFO - Epoch [90][400/1743] lr: 1.000e-04, eta: 4:48:56, time: 0.811, data_time: 0.011, memory: 3025, loss_cls: 2.1376, loss: 2.1376, grad_norm: 3.9890 2020-10-16 08:34:37,502 - mmaction - INFO - Epoch [90][420/1743] lr: 1.000e-04, eta: 4:48:37, time: 0.799, data_time: 0.006, memory: 3025, loss_cls: 2.0994, loss: 2.0994, grad_norm: 3.9378 2020-10-16 08:34:53,626 - mmaction - INFO - Epoch [90][440/1743] lr: 1.000e-04, eta: 4:48:18, time: 0.806, data_time: 0.005, memory: 3025, loss_cls: 2.1555, loss: 2.1555, grad_norm: 3.9389 2020-10-16 08:35:10,239 - mmaction - INFO - Epoch [90][460/1743] lr: 1.000e-04, eta: 4:47:59, time: 0.824, data_time: 0.005, memory: 3025, loss_cls: 2.1182, loss: 2.1182, grad_norm: 3.9175 2020-10-16 08:35:26,196 - mmaction - INFO - Epoch [90][480/1743] lr: 1.000e-04, eta: 4:47:41, time: 0.804, data_time: 0.011, memory: 3025, loss_cls: 2.1337, loss: 2.1337, grad_norm: 3.9811 2020-10-16 08:35:42,170 - mmaction - INFO - Epoch [90][500/1743] lr: 1.000e-04, eta: 4:47:22, time: 0.797, data_time: 0.004, memory: 3025, loss_cls: 2.1479, loss: 2.1479, grad_norm: 4.0110 2020-10-16 08:35:57,799 - mmaction - INFO - Epoch [90][520/1743] lr: 1.000e-04, eta: 4:47:03, time: 0.780, data_time: 0.009, memory: 3025, loss_cls: 2.1620, loss: 2.1620, grad_norm: 3.9797 2020-10-16 08:36:14,205 - mmaction - INFO - Epoch [90][540/1743] lr: 1.000e-04, eta: 4:46:44, time: 0.822, data_time: 0.008, memory: 3025, loss_cls: 2.1442, loss: 2.1442, grad_norm: 3.9355 2020-10-16 08:36:30,203 - mmaction - INFO - Epoch [90][560/1743] lr: 1.000e-04, eta: 4:46:26, time: 0.793, data_time: 0.005, memory: 3025, loss_cls: 2.1185, loss: 2.1185, grad_norm: 3.9160 2020-10-16 08:36:46,412 - mmaction - INFO - Epoch [90][580/1743] lr: 1.000e-04, eta: 4:46:07, time: 0.819, data_time: 0.015, memory: 3025, loss_cls: 2.1288, loss: 2.1288, grad_norm: 3.9541 2020-10-16 08:37:02,204 - mmaction - INFO - Epoch [90][600/1743] lr: 1.000e-04, eta: 4:45:48, time: 0.785, data_time: 0.011, memory: 3025, loss_cls: 2.1650, loss: 2.1650, grad_norm: 3.9967 2020-10-16 08:37:18,936 - mmaction - INFO - Epoch [90][620/1743] lr: 1.000e-04, eta: 4:45:29, time: 0.838, data_time: 0.010, memory: 3025, loss_cls: 2.1248, loss: 2.1248, grad_norm: 3.9248 2020-10-16 08:37:35,213 - mmaction - INFO - Epoch [90][640/1743] lr: 1.000e-04, eta: 4:45:11, time: 0.812, data_time: 0.006, memory: 3025, loss_cls: 2.0839, loss: 2.0839, grad_norm: 3.8305 2020-10-16 08:37:51,065 - mmaction - INFO - Epoch [90][660/1743] lr: 1.000e-04, eta: 4:44:52, time: 0.796, data_time: 0.009, memory: 3025, loss_cls: 2.1568, loss: 2.1568, grad_norm: 3.9274 2020-10-16 08:38:06,549 - mmaction - INFO - Epoch [90][680/1743] lr: 1.000e-04, eta: 4:44:33, time: 0.775, data_time: 0.007, memory: 3025, loss_cls: 2.1730, loss: 2.1730, grad_norm: 3.9888 2020-10-16 08:38:23,311 - mmaction - INFO - Epoch [90][700/1743] lr: 1.000e-04, eta: 4:44:14, time: 0.835, data_time: 0.003, memory: 3025, loss_cls: 2.0999, loss: 2.0999, grad_norm: 3.8510 2020-10-16 08:38:39,215 - mmaction - INFO - Epoch [90][720/1743] lr: 1.000e-04, eta: 4:43:56, time: 0.798, data_time: 0.008, memory: 3025, loss_cls: 2.1628, loss: 2.1628, grad_norm: 3.9653 2020-10-16 08:38:55,472 - mmaction - INFO - Epoch [90][740/1743] lr: 1.000e-04, eta: 4:43:37, time: 0.809, data_time: 0.004, memory: 3025, loss_cls: 2.1279, loss: 2.1279, grad_norm: 3.9760 2020-10-16 08:39:10,891 - mmaction - INFO - Epoch [90][760/1743] lr: 1.000e-04, eta: 4:43:18, time: 0.771, data_time: 0.006, memory: 3025, loss_cls: 2.1872, loss: 2.1872, grad_norm: 3.9896 2020-10-16 08:39:26,458 - mmaction - INFO - Epoch [90][780/1743] lr: 1.000e-04, eta: 4:42:59, time: 0.781, data_time: 0.006, memory: 3025, loss_cls: 2.1224, loss: 2.1224, grad_norm: 3.9717 2020-10-16 08:39:42,303 - mmaction - INFO - Epoch [90][800/1743] lr: 1.000e-04, eta: 4:42:41, time: 0.788, data_time: 0.004, memory: 3025, loss_cls: 2.1245, loss: 2.1245, grad_norm: 3.9142 2020-10-16 08:39:58,923 - mmaction - INFO - Epoch [90][820/1743] lr: 1.000e-04, eta: 4:42:22, time: 0.834, data_time: 0.010, memory: 3025, loss_cls: 2.1487, loss: 2.1487, grad_norm: 4.0447 2020-10-16 08:40:15,101 - mmaction - INFO - Epoch [90][840/1743] lr: 1.000e-04, eta: 4:42:03, time: 0.809, data_time: 0.007, memory: 3025, loss_cls: 2.1406, loss: 2.1406, grad_norm: 3.9217 2020-10-16 08:40:30,717 - mmaction - INFO - Epoch [90][860/1743] lr: 1.000e-04, eta: 4:41:44, time: 0.782, data_time: 0.005, memory: 3025, loss_cls: 2.1353, loss: 2.1353, grad_norm: 3.9357 2020-10-16 08:40:46,875 - mmaction - INFO - Epoch [90][880/1743] lr: 1.000e-04, eta: 4:41:26, time: 0.800, data_time: 0.004, memory: 3025, loss_cls: 2.1615, loss: 2.1615, grad_norm: 3.9385 2020-10-16 08:41:02,588 - mmaction - INFO - Epoch [90][900/1743] lr: 1.000e-04, eta: 4:41:07, time: 0.790, data_time: 0.012, memory: 3025, loss_cls: 2.1753, loss: 2.1753, grad_norm: 3.9411 2020-10-16 08:41:18,759 - mmaction - INFO - Epoch [90][920/1743] lr: 1.000e-04, eta: 4:40:48, time: 0.810, data_time: 0.009, memory: 3025, loss_cls: 2.1048, loss: 2.1048, grad_norm: 3.8831 2020-10-16 08:41:34,649 - mmaction - INFO - Epoch [90][940/1743] lr: 1.000e-04, eta: 4:40:29, time: 0.798, data_time: 0.006, memory: 3025, loss_cls: 2.1520, loss: 2.1520, grad_norm: 4.0323 2020-10-16 08:41:51,088 - mmaction - INFO - Epoch [90][960/1743] lr: 1.000e-04, eta: 4:40:11, time: 0.817, data_time: 0.006, memory: 3025, loss_cls: 2.1120, loss: 2.1120, grad_norm: 3.8810 2020-10-16 08:42:06,633 - mmaction - INFO - Epoch [90][980/1743] lr: 1.000e-04, eta: 4:39:52, time: 0.778, data_time: 0.006, memory: 3025, loss_cls: 2.1262, loss: 2.1262, grad_norm: 3.9893 2020-10-16 08:42:22,673 - mmaction - INFO - Epoch [90][1000/1743] lr: 1.000e-04, eta: 4:39:33, time: 0.802, data_time: 0.006, memory: 3025, loss_cls: 2.1364, loss: 2.1364, grad_norm: 3.9493 2020-10-16 08:42:38,745 - mmaction - INFO - Epoch [90][1020/1743] lr: 1.000e-04, eta: 4:39:14, time: 0.801, data_time: 0.006, memory: 3025, loss_cls: 2.1172, loss: 2.1172, grad_norm: 3.9143 2020-10-16 08:42:54,796 - mmaction - INFO - Epoch [90][1040/1743] lr: 1.000e-04, eta: 4:38:56, time: 0.807, data_time: 0.009, memory: 3025, loss_cls: 2.1383, loss: 2.1383, grad_norm: 3.9909 2020-10-16 08:43:11,284 - mmaction - INFO - Epoch [90][1060/1743] lr: 1.000e-04, eta: 4:38:37, time: 0.821, data_time: 0.003, memory: 3025, loss_cls: 2.1511, loss: 2.1511, grad_norm: 3.9654 2020-10-16 08:43:26,771 - mmaction - INFO - Epoch [90][1080/1743] lr: 1.000e-04, eta: 4:38:18, time: 0.779, data_time: 0.011, memory: 3025, loss_cls: 2.1503, loss: 2.1503, grad_norm: 3.9759 2020-10-16 08:43:42,558 - mmaction - INFO - Epoch [90][1100/1743] lr: 1.000e-04, eta: 4:37:59, time: 0.789, data_time: 0.002, memory: 3025, loss_cls: 2.1478, loss: 2.1478, grad_norm: 3.9236 2020-10-16 08:43:58,164 - mmaction - INFO - Epoch [90][1120/1743] lr: 1.000e-04, eta: 4:37:41, time: 0.779, data_time: 0.004, memory: 3025, loss_cls: 2.1016, loss: 2.1016, grad_norm: 3.9419 2020-10-16 08:44:14,281 - mmaction - INFO - Epoch [90][1140/1743] lr: 1.000e-04, eta: 4:37:22, time: 0.801, data_time: 0.004, memory: 3025, loss_cls: 2.1191, loss: 2.1191, grad_norm: 4.0082 2020-10-16 08:44:29,989 - mmaction - INFO - Epoch [90][1160/1743] lr: 1.000e-04, eta: 4:37:03, time: 0.785, data_time: 0.009, memory: 3025, loss_cls: 2.1330, loss: 2.1330, grad_norm: 3.9552 2020-10-16 08:44:46,375 - mmaction - INFO - Epoch [90][1180/1743] lr: 1.000e-04, eta: 4:36:44, time: 0.826, data_time: 0.012, memory: 3025, loss_cls: 2.1431, loss: 2.1431, grad_norm: 3.9479 2020-10-16 08:45:02,832 - mmaction - INFO - Epoch [90][1200/1743] lr: 1.000e-04, eta: 4:36:26, time: 0.823, data_time: 0.005, memory: 3025, loss_cls: 2.1570, loss: 2.1570, grad_norm: 3.9698 2020-10-16 08:45:18,985 - mmaction - INFO - Epoch [90][1220/1743] lr: 1.000e-04, eta: 4:36:07, time: 0.802, data_time: 0.006, memory: 3025, loss_cls: 2.1372, loss: 2.1372, grad_norm: 4.0185 2020-10-16 08:45:35,449 - mmaction - INFO - Epoch [90][1240/1743] lr: 1.000e-04, eta: 4:35:48, time: 0.829, data_time: 0.011, memory: 3025, loss_cls: 2.1143, loss: 2.1143, grad_norm: 3.9332 2020-10-16 08:45:51,675 - mmaction - INFO - Epoch [90][1260/1743] lr: 1.000e-04, eta: 4:35:30, time: 0.812, data_time: 0.007, memory: 3025, loss_cls: 2.1296, loss: 2.1296, grad_norm: 3.9627 2020-10-16 08:46:07,681 - mmaction - INFO - Epoch [90][1280/1743] lr: 1.000e-04, eta: 4:35:11, time: 0.796, data_time: 0.002, memory: 3025, loss_cls: 2.1488, loss: 2.1488, grad_norm: 3.9513 2020-10-16 08:46:23,881 - mmaction - INFO - Epoch [90][1300/1743] lr: 1.000e-04, eta: 4:34:52, time: 0.813, data_time: 0.008, memory: 3025, loss_cls: 2.1296, loss: 2.1296, grad_norm: 3.8725 2020-10-16 08:46:40,727 - mmaction - INFO - Epoch [90][1320/1743] lr: 1.000e-04, eta: 4:34:33, time: 0.835, data_time: 0.002, memory: 3025, loss_cls: 2.1361, loss: 2.1361, grad_norm: 3.9181 2020-10-16 08:46:56,510 - mmaction - INFO - Epoch [90][1340/1743] lr: 1.000e-04, eta: 4:34:15, time: 0.794, data_time: 0.011, memory: 3025, loss_cls: 2.1192, loss: 2.1192, grad_norm: 3.8749 2020-10-16 08:47:12,375 - mmaction - INFO - Epoch [90][1360/1743] lr: 1.000e-04, eta: 4:33:56, time: 0.797, data_time: 0.009, memory: 3025, loss_cls: 2.0937, loss: 2.0937, grad_norm: 3.8322 2020-10-16 08:47:28,665 - mmaction - INFO - Epoch [90][1380/1743] lr: 1.000e-04, eta: 4:33:37, time: 0.808, data_time: 0.003, memory: 3025, loss_cls: 2.1216, loss: 2.1216, grad_norm: 3.9080 2020-10-16 08:47:45,006 - mmaction - INFO - Epoch [90][1400/1743] lr: 1.000e-04, eta: 4:33:19, time: 0.815, data_time: 0.008, memory: 3025, loss_cls: 2.1286, loss: 2.1286, grad_norm: 3.8743 2020-10-16 08:48:01,147 - mmaction - INFO - Epoch [90][1420/1743] lr: 1.000e-04, eta: 4:33:00, time: 0.808, data_time: 0.013, memory: 3025, loss_cls: 2.1329, loss: 2.1329, grad_norm: 3.8881 2020-10-16 08:48:16,626 - mmaction - INFO - Epoch [90][1440/1743] lr: 1.000e-04, eta: 4:32:41, time: 0.779, data_time: 0.009, memory: 3025, loss_cls: 2.1428, loss: 2.1428, grad_norm: 3.9624 2020-10-16 08:48:32,246 - mmaction - INFO - Epoch [90][1460/1743] lr: 1.000e-04, eta: 4:32:22, time: 0.780, data_time: 0.004, memory: 3025, loss_cls: 2.1809, loss: 2.1809, grad_norm: 3.9898 2020-10-16 08:48:47,683 - mmaction - INFO - Epoch [90][1480/1743] lr: 1.000e-04, eta: 4:32:04, time: 0.775, data_time: 0.005, memory: 3025, loss_cls: 2.1587, loss: 2.1587, grad_norm: 3.9260 2020-10-16 08:49:03,966 - mmaction - INFO - Epoch [90][1500/1743] lr: 1.000e-04, eta: 4:31:45, time: 0.806, data_time: 0.004, memory: 3025, loss_cls: 2.1207, loss: 2.1207, grad_norm: 3.9748 2020-10-16 08:49:20,083 - mmaction - INFO - Epoch [90][1520/1743] lr: 1.000e-04, eta: 4:31:26, time: 0.813, data_time: 0.014, memory: 3025, loss_cls: 2.1442, loss: 2.1442, grad_norm: 3.9473 2020-10-16 08:49:35,830 - mmaction - INFO - Epoch [90][1540/1743] lr: 1.000e-04, eta: 4:31:07, time: 0.787, data_time: 0.008, memory: 3025, loss_cls: 2.1245, loss: 2.1245, grad_norm: 3.9181 2020-10-16 08:49:51,947 - mmaction - INFO - Epoch [90][1560/1743] lr: 1.000e-04, eta: 4:30:49, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.1907, loss: 2.1907, grad_norm: 4.0356 2020-10-16 08:50:08,386 - mmaction - INFO - Epoch [90][1580/1743] lr: 1.000e-04, eta: 4:30:30, time: 0.816, data_time: 0.006, memory: 3025, loss_cls: 2.1205, loss: 2.1205, grad_norm: 3.9765 2020-10-16 08:50:24,216 - mmaction - INFO - Epoch [90][1600/1743] lr: 1.000e-04, eta: 4:30:11, time: 0.791, data_time: 0.009, memory: 3025, loss_cls: 2.1541, loss: 2.1541, grad_norm: 3.9797 2020-10-16 08:50:40,085 - mmaction - INFO - Epoch [90][1620/1743] lr: 1.000e-04, eta: 4:29:52, time: 0.797, data_time: 0.010, memory: 3025, loss_cls: 2.1380, loss: 2.1380, grad_norm: 3.9751 2020-10-16 08:50:56,770 - mmaction - INFO - Epoch [90][1640/1743] lr: 1.000e-04, eta: 4:29:34, time: 0.832, data_time: 0.006, memory: 3025, loss_cls: 2.1527, loss: 2.1527, grad_norm: 3.9631 2020-10-16 08:51:12,585 - mmaction - INFO - Epoch [90][1660/1743] lr: 1.000e-04, eta: 4:29:15, time: 0.792, data_time: 0.009, memory: 3025, loss_cls: 2.1350, loss: 2.1350, grad_norm: 3.9333 2020-10-16 08:51:28,214 - mmaction - INFO - Epoch [90][1680/1743] lr: 1.000e-04, eta: 4:28:56, time: 0.779, data_time: 0.007, memory: 3025, loss_cls: 2.1623, loss: 2.1623, grad_norm: 3.9367 2020-10-16 08:51:44,625 - mmaction - INFO - Epoch [90][1700/1743] lr: 1.000e-04, eta: 4:28:38, time: 0.824, data_time: 0.013, memory: 3025, loss_cls: 2.1702, loss: 2.1702, grad_norm: 3.9861 2020-10-16 08:52:00,751 - mmaction - INFO - Epoch [90][1720/1743] lr: 1.000e-04, eta: 4:28:19, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.1049, loss: 2.1049, grad_norm: 3.9909 2020-10-16 08:52:16,755 - mmaction - INFO - Epoch [90][1740/1743] lr: 1.000e-04, eta: 4:28:00, time: 0.803, data_time: 0.010, memory: 3025, loss_cls: 2.1382, loss: 2.1382, grad_norm: 3.9681 2020-10-16 08:52:21,544 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-10-16 08:54:16,405 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-16 08:54:22,131 - mmaction - INFO - mean_average_precision 0.7251 2020-10-16 08:54:22,218 - mmaction - INFO - Epoch(val) [90][1743] mean_average_precision: 0.7251 2020-10-16 08:54:47,384 - mmaction - INFO - Epoch [91][20/1743] lr: 1.000e-04, eta: 4:27:39, time: 1.253, data_time: 0.840, memory: 3025, loss_cls: 2.1289, loss: 2.1289, grad_norm: 3.9388 2020-10-16 08:55:04,493 - mmaction - INFO - Epoch [91][40/1743] lr: 1.000e-04, eta: 4:27:21, time: 0.856, data_time: 0.335, memory: 3025, loss_cls: 2.1453, loss: 2.1453, grad_norm: 3.9652 2020-10-16 08:55:21,674 - mmaction - INFO - Epoch [91][60/1743] lr: 1.000e-04, eta: 4:27:02, time: 0.859, data_time: 0.068, memory: 3025, loss_cls: 2.1095, loss: 2.1095, grad_norm: 3.9522 2020-10-16 08:55:37,469 - mmaction - INFO - Epoch [91][80/1743] lr: 1.000e-04, eta: 4:26:43, time: 0.783, data_time: 0.007, memory: 3025, loss_cls: 2.1470, loss: 2.1470, grad_norm: 3.9991 2020-10-16 08:55:53,423 - mmaction - INFO - Epoch [91][100/1743] lr: 1.000e-04, eta: 4:26:25, time: 0.807, data_time: 0.015, memory: 3025, loss_cls: 2.1543, loss: 2.1543, grad_norm: 3.9583 2020-10-16 08:56:09,543 - mmaction - INFO - Epoch [91][120/1743] lr: 1.000e-04, eta: 4:26:06, time: 0.804, data_time: 0.005, memory: 3025, loss_cls: 2.1495, loss: 2.1495, grad_norm: 4.0277 2020-10-16 08:56:24,955 - mmaction - INFO - Epoch [91][140/1743] lr: 1.000e-04, eta: 4:25:47, time: 0.774, data_time: 0.006, memory: 3025, loss_cls: 2.1493, loss: 2.1493, grad_norm: 4.0402 2020-10-16 08:56:41,241 - mmaction - INFO - Epoch [91][160/1743] lr: 1.000e-04, eta: 4:25:29, time: 0.815, data_time: 0.002, memory: 3025, loss_cls: 2.1139, loss: 2.1139, grad_norm: 3.9696 2020-10-16 08:56:57,180 - mmaction - INFO - Epoch [91][180/1743] lr: 1.000e-04, eta: 4:25:10, time: 0.795, data_time: 0.001, memory: 3025, loss_cls: 2.1099, loss: 2.1099, grad_norm: 3.8467 2020-10-16 08:57:13,861 - mmaction - INFO - Epoch [91][200/1743] lr: 1.000e-04, eta: 4:24:51, time: 0.825, data_time: 0.006, memory: 3025, loss_cls: 2.1212, loss: 2.1212, grad_norm: 3.9418 2020-10-16 08:57:29,971 - mmaction - INFO - Epoch [91][220/1743] lr: 1.000e-04, eta: 4:24:33, time: 0.817, data_time: 0.017, memory: 3025, loss_cls: 2.1547, loss: 2.1547, grad_norm: 4.0137 2020-10-16 08:57:46,183 - mmaction - INFO - Epoch [91][240/1743] lr: 1.000e-04, eta: 4:24:14, time: 0.802, data_time: 0.004, memory: 3025, loss_cls: 2.1520, loss: 2.1520, grad_norm: 3.9630 2020-10-16 08:58:02,199 - mmaction - INFO - Epoch [91][260/1743] lr: 1.000e-04, eta: 4:23:55, time: 0.805, data_time: 0.011, memory: 3025, loss_cls: 2.2003, loss: 2.2003, grad_norm: 3.9996 2020-10-16 08:58:18,264 - mmaction - INFO - Epoch [91][280/1743] lr: 1.000e-04, eta: 4:23:36, time: 0.797, data_time: 0.006, memory: 3025, loss_cls: 2.1551, loss: 2.1551, grad_norm: 3.9472 2020-10-16 08:58:34,876 - mmaction - INFO - Epoch [91][300/1743] lr: 1.000e-04, eta: 4:23:18, time: 0.837, data_time: 0.013, memory: 3025, loss_cls: 2.1465, loss: 2.1465, grad_norm: 4.0127 2020-10-16 08:58:50,697 - mmaction - INFO - Epoch [91][320/1743] lr: 1.000e-04, eta: 4:22:59, time: 0.790, data_time: 0.006, memory: 3025, loss_cls: 2.1365, loss: 2.1365, grad_norm: 3.9357 2020-10-16 08:59:06,996 - mmaction - INFO - Epoch [91][340/1743] lr: 1.000e-04, eta: 4:22:40, time: 0.815, data_time: 0.011, memory: 3025, loss_cls: 2.1305, loss: 2.1305, grad_norm: 3.9960 2020-10-16 08:59:23,000 - mmaction - INFO - Epoch [91][360/1743] lr: 1.000e-04, eta: 4:22:22, time: 0.800, data_time: 0.007, memory: 3025, loss_cls: 2.1281, loss: 2.1281, grad_norm: 3.9295 2020-10-16 08:59:38,499 - mmaction - INFO - Epoch [91][380/1743] lr: 1.000e-04, eta: 4:22:03, time: 0.776, data_time: 0.007, memory: 3025, loss_cls: 2.1350, loss: 2.1350, grad_norm: 3.9123 2020-10-16 08:59:54,239 - mmaction - INFO - Epoch [91][400/1743] lr: 1.000e-04, eta: 4:21:44, time: 0.787, data_time: 0.006, memory: 3025, loss_cls: 2.1583, loss: 2.1583, grad_norm: 4.0263 2020-10-16 09:00:10,454 - mmaction - INFO - Epoch [91][420/1743] lr: 1.000e-04, eta: 4:21:25, time: 0.803, data_time: 0.016, memory: 3025, loss_cls: 2.1305, loss: 2.1305, grad_norm: 3.9159 2020-10-16 09:00:27,082 - mmaction - INFO - Epoch [91][440/1743] lr: 1.000e-04, eta: 4:21:07, time: 0.839, data_time: 0.018, memory: 3025, loss_cls: 2.1460, loss: 2.1460, grad_norm: 3.9938 2020-10-16 09:00:43,214 - mmaction - INFO - Epoch [91][460/1743] lr: 1.000e-04, eta: 4:20:48, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.1859, loss: 2.1859, grad_norm: 3.9844 2020-10-16 09:00:59,225 - mmaction - INFO - Epoch [91][480/1743] lr: 1.000e-04, eta: 4:20:29, time: 0.800, data_time: 0.007, memory: 3025, loss_cls: 2.0887, loss: 2.0887, grad_norm: 3.9186 2020-10-16 09:01:15,198 - mmaction - INFO - Epoch [91][500/1743] lr: 1.000e-04, eta: 4:20:11, time: 0.800, data_time: 0.005, memory: 3025, loss_cls: 2.1046, loss: 2.1046, grad_norm: 3.9012 2020-10-16 09:01:31,503 - mmaction - INFO - Epoch [91][520/1743] lr: 1.000e-04, eta: 4:19:52, time: 0.809, data_time: 0.005, memory: 3025, loss_cls: 2.1386, loss: 2.1386, grad_norm: 4.0149 2020-10-16 09:01:48,032 - mmaction - INFO - Epoch [91][540/1743] lr: 1.000e-04, eta: 4:19:33, time: 0.828, data_time: 0.012, memory: 3025, loss_cls: 2.1161, loss: 2.1161, grad_norm: 3.9281 2020-10-16 09:02:04,577 - mmaction - INFO - Epoch [91][560/1743] lr: 1.000e-04, eta: 4:19:15, time: 0.829, data_time: 0.010, memory: 3025, loss_cls: 2.1607, loss: 2.1607, grad_norm: 3.9874 2020-10-16 09:02:20,947 - mmaction - INFO - Epoch [91][580/1743] lr: 1.000e-04, eta: 4:18:56, time: 0.818, data_time: 0.007, memory: 3025, loss_cls: 2.1117, loss: 2.1117, grad_norm: 3.9388 2020-10-16 09:02:36,839 - mmaction - INFO - Epoch [91][600/1743] lr: 1.000e-04, eta: 4:18:37, time: 0.798, data_time: 0.007, memory: 3025, loss_cls: 2.1615, loss: 2.1615, grad_norm: 4.0586 2020-10-16 09:02:53,399 - mmaction - INFO - Epoch [91][620/1743] lr: 1.000e-04, eta: 4:18:19, time: 0.821, data_time: 0.006, memory: 3025, loss_cls: 2.1309, loss: 2.1309, grad_norm: 3.9851 2020-10-16 09:03:08,935 - mmaction - INFO - Epoch [91][640/1743] lr: 1.000e-04, eta: 4:18:00, time: 0.783, data_time: 0.011, memory: 3025, loss_cls: 2.1173, loss: 2.1173, grad_norm: 3.9490 2020-10-16 09:03:25,235 - mmaction - INFO - Epoch [91][660/1743] lr: 1.000e-04, eta: 4:17:41, time: 0.812, data_time: 0.006, memory: 3025, loss_cls: 2.1683, loss: 2.1683, grad_norm: 4.0287 2020-10-16 09:03:40,961 - mmaction - INFO - Epoch [91][680/1743] lr: 1.000e-04, eta: 4:17:23, time: 0.790, data_time: 0.010, memory: 3025, loss_cls: 2.1372, loss: 2.1372, grad_norm: 3.9062 2020-10-16 09:03:56,909 - mmaction - INFO - Epoch [91][700/1743] lr: 1.000e-04, eta: 4:17:04, time: 0.794, data_time: 0.005, memory: 3025, loss_cls: 2.1572, loss: 2.1572, grad_norm: 3.9785 2020-10-16 09:04:13,195 - mmaction - INFO - Epoch [91][720/1743] lr: 1.000e-04, eta: 4:16:45, time: 0.813, data_time: 0.007, memory: 3025, loss_cls: 2.1301, loss: 2.1301, grad_norm: 3.9787 2020-10-16 09:04:28,752 - mmaction - INFO - Epoch [91][740/1743] lr: 1.000e-04, eta: 4:16:26, time: 0.784, data_time: 0.009, memory: 3025, loss_cls: 2.1178, loss: 2.1178, grad_norm: 3.9621 2020-10-16 09:04:44,872 - mmaction - INFO - Epoch [91][760/1743] lr: 1.000e-04, eta: 4:16:08, time: 0.801, data_time: 0.003, memory: 3025, loss_cls: 2.1540, loss: 2.1540, grad_norm: 3.9599 2020-10-16 09:05:01,143 - mmaction - INFO - Epoch [91][780/1743] lr: 1.000e-04, eta: 4:15:49, time: 0.816, data_time: 0.008, memory: 3025, loss_cls: 2.1269, loss: 2.1269, grad_norm: 3.9428 2020-10-16 09:05:17,581 - mmaction - INFO - Epoch [91][800/1743] lr: 1.000e-04, eta: 4:15:30, time: 0.821, data_time: 0.006, memory: 3025, loss_cls: 2.1262, loss: 2.1262, grad_norm: 3.9428 2020-10-16 09:05:33,431 - mmaction - INFO - Epoch [91][820/1743] lr: 1.000e-04, eta: 4:15:12, time: 0.796, data_time: 0.009, memory: 3025, loss_cls: 2.0998, loss: 2.0998, grad_norm: 3.9766 2020-10-16 09:05:49,952 - mmaction - INFO - Epoch [91][840/1743] lr: 1.000e-04, eta: 4:14:53, time: 0.822, data_time: 0.003, memory: 3025, loss_cls: 2.0838, loss: 2.0838, grad_norm: 3.9275 2020-10-16 09:06:05,831 - mmaction - INFO - Epoch [91][860/1743] lr: 1.000e-04, eta: 4:14:34, time: 0.794, data_time: 0.009, memory: 3025, loss_cls: 2.1549, loss: 2.1549, grad_norm: 4.0427 2020-10-16 09:06:21,972 - mmaction - INFO - Epoch [91][880/1743] lr: 1.000e-04, eta: 4:14:16, time: 0.808, data_time: 0.007, memory: 3025, loss_cls: 2.1131, loss: 2.1131, grad_norm: 3.9304 2020-10-16 09:06:37,761 - mmaction - INFO - Epoch [91][900/1743] lr: 1.000e-04, eta: 4:13:57, time: 0.783, data_time: 0.008, memory: 3025, loss_cls: 2.1174, loss: 2.1174, grad_norm: 3.9278 2020-10-16 09:06:53,536 - mmaction - INFO - Epoch [91][920/1743] lr: 1.000e-04, eta: 4:13:38, time: 0.797, data_time: 0.014, memory: 3025, loss_cls: 2.1334, loss: 2.1334, grad_norm: 3.9334 2020-10-16 09:07:09,644 - mmaction - INFO - Epoch [91][940/1743] lr: 1.000e-04, eta: 4:13:20, time: 0.806, data_time: 0.009, memory: 3025, loss_cls: 2.0954, loss: 2.0954, grad_norm: 3.8853 2020-10-16 09:07:26,101 - mmaction - INFO - Epoch [91][960/1743] lr: 1.000e-04, eta: 4:13:01, time: 0.822, data_time: 0.003, memory: 3025, loss_cls: 2.1572, loss: 2.1572, grad_norm: 3.9659 2020-10-16 09:07:42,727 - mmaction - INFO - Epoch [91][980/1743] lr: 1.000e-04, eta: 4:12:42, time: 0.831, data_time: 0.005, memory: 3025, loss_cls: 2.1430, loss: 2.1430, grad_norm: 4.0243 2020-10-16 09:07:58,628 - mmaction - INFO - Epoch [91][1000/1743] lr: 1.000e-04, eta: 4:12:24, time: 0.785, data_time: 0.004, memory: 3025, loss_cls: 2.1697, loss: 2.1697, grad_norm: 3.9945 2020-10-16 09:08:14,632 - mmaction - INFO - Epoch [91][1020/1743] lr: 1.000e-04, eta: 4:12:05, time: 0.804, data_time: 0.016, memory: 3025, loss_cls: 2.1646, loss: 2.1646, grad_norm: 4.0509 2020-10-16 09:08:30,985 - mmaction - INFO - Epoch [91][1040/1743] lr: 1.000e-04, eta: 4:11:46, time: 0.822, data_time: 0.014, memory: 3025, loss_cls: 2.1123, loss: 2.1123, grad_norm: 3.9608 2020-10-16 09:08:47,120 - mmaction - INFO - Epoch [91][1060/1743] lr: 1.000e-04, eta: 4:11:28, time: 0.808, data_time: 0.008, memory: 3025, loss_cls: 2.1186, loss: 2.1186, grad_norm: 3.9795 2020-10-16 09:09:03,563 - mmaction - INFO - Epoch [91][1080/1743] lr: 1.000e-04, eta: 4:11:09, time: 0.818, data_time: 0.006, memory: 3025, loss_cls: 2.1994, loss: 2.1994, grad_norm: 4.0214 2020-10-16 09:09:19,829 - mmaction - INFO - Epoch [91][1100/1743] lr: 1.000e-04, eta: 4:10:50, time: 0.808, data_time: 0.011, memory: 3025, loss_cls: 2.1386, loss: 2.1386, grad_norm: 3.9674 2020-10-16 09:09:35,878 - mmaction - INFO - Epoch [91][1120/1743] lr: 1.000e-04, eta: 4:10:32, time: 0.815, data_time: 0.016, memory: 3025, loss_cls: 2.1477, loss: 2.1477, grad_norm: 3.9855 2020-10-16 09:09:52,067 - mmaction - INFO - Epoch [91][1140/1743] lr: 1.000e-04, eta: 4:10:13, time: 0.809, data_time: 0.004, memory: 3025, loss_cls: 2.1309, loss: 2.1309, grad_norm: 4.0030 2020-10-16 09:10:08,776 - mmaction - INFO - Epoch [91][1160/1743] lr: 1.000e-04, eta: 4:09:54, time: 0.832, data_time: 0.003, memory: 3025, loss_cls: 2.1221, loss: 2.1221, grad_norm: 3.9273 2020-10-16 09:10:24,452 - mmaction - INFO - Epoch [91][1180/1743] lr: 1.000e-04, eta: 4:09:36, time: 0.787, data_time: 0.006, memory: 3025, loss_cls: 2.1582, loss: 2.1582, grad_norm: 4.0122 2020-10-16 09:10:40,895 - mmaction - INFO - Epoch [91][1200/1743] lr: 1.000e-04, eta: 4:09:17, time: 0.814, data_time: 0.006, memory: 3025, loss_cls: 2.1612, loss: 2.1612, grad_norm: 4.0353 2020-10-16 09:10:56,714 - mmaction - INFO - Epoch [91][1220/1743] lr: 1.000e-04, eta: 4:08:58, time: 0.800, data_time: 0.012, memory: 3025, loss_cls: 2.1574, loss: 2.1574, grad_norm: 3.9848 2020-10-16 09:11:12,658 - mmaction - INFO - Epoch [91][1240/1743] lr: 1.000e-04, eta: 4:08:40, time: 0.793, data_time: 0.004, memory: 3025, loss_cls: 2.1057, loss: 2.1057, grad_norm: 3.9196 2020-10-16 09:11:28,851 - mmaction - INFO - Epoch [91][1260/1743] lr: 1.000e-04, eta: 4:08:21, time: 0.810, data_time: 0.007, memory: 3025, loss_cls: 2.1524, loss: 2.1524, grad_norm: 3.9858 2020-10-16 09:11:44,426 - mmaction - INFO - Epoch [91][1280/1743] lr: 1.000e-04, eta: 4:08:02, time: 0.783, data_time: 0.006, memory: 3025, loss_cls: 2.1363, loss: 2.1363, grad_norm: 3.9657 2020-10-16 09:12:00,471 - mmaction - INFO - Epoch [91][1300/1743] lr: 1.000e-04, eta: 4:07:44, time: 0.798, data_time: 0.002, memory: 3025, loss_cls: 2.1565, loss: 2.1565, grad_norm: 3.9374 2020-10-16 09:12:16,296 - mmaction - INFO - Epoch [91][1320/1743] lr: 1.000e-04, eta: 4:07:25, time: 0.793, data_time: 0.009, memory: 3025, loss_cls: 2.1000, loss: 2.1000, grad_norm: 4.0003 2020-10-16 09:12:32,286 - mmaction - INFO - Epoch [91][1340/1743] lr: 1.000e-04, eta: 4:07:06, time: 0.801, data_time: 0.005, memory: 3025, loss_cls: 2.1078, loss: 2.1078, grad_norm: 3.9020 2020-10-16 09:12:47,994 - mmaction - INFO - Epoch [91][1360/1743] lr: 1.000e-04, eta: 4:06:48, time: 0.784, data_time: 0.003, memory: 3025, loss_cls: 2.1637, loss: 2.1637, grad_norm: 3.9942 2020-10-16 09:13:03,770 - mmaction - INFO - Epoch [91][1380/1743] lr: 1.000e-04, eta: 4:06:29, time: 0.791, data_time: 0.006, memory: 3025, loss_cls: 2.0995, loss: 2.0995, grad_norm: 3.8837 2020-10-16 09:13:20,567 - mmaction - INFO - Epoch [91][1400/1743] lr: 1.000e-04, eta: 4:06:10, time: 0.840, data_time: 0.003, memory: 3025, loss_cls: 2.1133, loss: 2.1133, grad_norm: 3.8993 2020-10-16 09:13:36,035 - mmaction - INFO - Epoch [91][1420/1743] lr: 1.000e-04, eta: 4:05:52, time: 0.773, data_time: 0.002, memory: 3025, loss_cls: 2.1423, loss: 2.1423, grad_norm: 3.9748 2020-10-16 09:13:51,703 - mmaction - INFO - Epoch [91][1440/1743] lr: 1.000e-04, eta: 4:05:33, time: 0.782, data_time: 0.002, memory: 3025, loss_cls: 2.1749, loss: 2.1749, grad_norm: 3.9991 2020-10-16 09:14:07,498 - mmaction - INFO - Epoch [91][1460/1743] lr: 1.000e-04, eta: 4:05:14, time: 0.791, data_time: 0.005, memory: 3025, loss_cls: 2.1572, loss: 2.1572, grad_norm: 3.9882 2020-10-16 09:14:23,510 - mmaction - INFO - Epoch [91][1480/1743] lr: 1.000e-04, eta: 4:04:55, time: 0.801, data_time: 0.009, memory: 3025, loss_cls: 2.1713, loss: 2.1713, grad_norm: 4.0429 2020-10-16 09:14:39,286 - mmaction - INFO - Epoch [91][1500/1743] lr: 1.000e-04, eta: 4:04:37, time: 0.785, data_time: 0.004, memory: 3025, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.9795 2020-10-16 09:14:54,718 - mmaction - INFO - Epoch [91][1520/1743] lr: 1.000e-04, eta: 4:04:18, time: 0.777, data_time: 0.008, memory: 3025, loss_cls: 2.1269, loss: 2.1269, grad_norm: 3.9967 2020-10-16 09:15:10,939 - mmaction - INFO - Epoch [91][1540/1743] lr: 1.000e-04, eta: 4:03:59, time: 0.806, data_time: 0.002, memory: 3025, loss_cls: 2.1493, loss: 2.1493, grad_norm: 3.9515 2020-10-16 09:15:27,168 - mmaction - INFO - Epoch [91][1560/1743] lr: 1.000e-04, eta: 4:03:41, time: 0.814, data_time: 0.008, memory: 3025, loss_cls: 2.1454, loss: 2.1454, grad_norm: 3.9620 2020-10-16 09:15:43,366 - mmaction - INFO - Epoch [91][1580/1743] lr: 1.000e-04, eta: 4:03:22, time: 0.809, data_time: 0.005, memory: 3025, loss_cls: 2.1271, loss: 2.1271, grad_norm: 3.9303 2020-10-16 09:15:59,218 - mmaction - INFO - Epoch [91][1600/1743] lr: 1.000e-04, eta: 4:03:03, time: 0.795, data_time: 0.014, memory: 3025, loss_cls: 2.0831, loss: 2.0831, grad_norm: 3.9005 2020-10-16 09:16:15,671 - mmaction - INFO - Epoch [91][1620/1743] lr: 1.000e-04, eta: 4:02:45, time: 0.820, data_time: 0.010, memory: 3025, loss_cls: 2.1167, loss: 2.1167, grad_norm: 4.0303 2020-10-16 09:16:31,920 - mmaction - INFO - Epoch [91][1640/1743] lr: 1.000e-04, eta: 4:02:26, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.1457, loss: 2.1457, grad_norm: 3.9909 2020-10-16 09:16:48,117 - mmaction - INFO - Epoch [91][1660/1743] lr: 1.000e-04, eta: 4:02:07, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.1202, loss: 2.1202, grad_norm: 3.9177 2020-10-16 09:17:04,309 - mmaction - INFO - Epoch [91][1680/1743] lr: 1.000e-04, eta: 4:01:49, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.1331, loss: 2.1331, grad_norm: 3.9499 2020-10-16 09:17:19,946 - mmaction - INFO - Epoch [91][1700/1743] lr: 1.000e-04, eta: 4:01:30, time: 0.785, data_time: 0.011, memory: 3025, loss_cls: 2.1395, loss: 2.1395, grad_norm: 4.0009 2020-10-16 09:17:35,159 - mmaction - INFO - Epoch [91][1720/1743] lr: 1.000e-04, eta: 4:01:11, time: 0.758, data_time: 0.007, memory: 3025, loss_cls: 2.1542, loss: 2.1542, grad_norm: 4.0049 2020-10-16 09:17:51,156 - mmaction - INFO - Epoch [91][1740/1743] lr: 1.000e-04, eta: 4:00:53, time: 0.800, data_time: 0.010, memory: 3025, loss_cls: 2.1382, loss: 2.1382, grad_norm: 4.0077 2020-10-16 09:18:49,091 - mmaction - INFO - Epoch [92][20/1743] lr: 1.000e-04, eta: 4:00:35, time: 2.721, data_time: 2.037, memory: 3025, loss_cls: 2.1398, loss: 2.1398, grad_norm: 3.9410 2020-10-16 09:19:06,370 - mmaction - INFO - Epoch [92][40/1743] lr: 1.000e-04, eta: 4:00:16, time: 0.866, data_time: 0.029, memory: 3025, loss_cls: 2.1560, loss: 2.1560, grad_norm: 3.9166 2020-10-16 09:19:22,868 - mmaction - INFO - Epoch [92][60/1743] lr: 1.000e-04, eta: 3:59:58, time: 0.824, data_time: 0.009, memory: 3025, loss_cls: 2.1399, loss: 2.1399, grad_norm: 3.9775 2020-10-16 09:19:38,724 - mmaction - INFO - Epoch [92][80/1743] lr: 1.000e-04, eta: 3:59:39, time: 0.796, data_time: 0.006, memory: 3025, loss_cls: 2.1398, loss: 2.1398, grad_norm: 4.0022 2020-10-16 09:19:55,333 - mmaction - INFO - Epoch [92][100/1743] lr: 1.000e-04, eta: 3:59:20, time: 0.828, data_time: 0.003, memory: 3025, loss_cls: 2.1489, loss: 2.1489, grad_norm: 4.0210 2020-10-16 09:20:10,930 - mmaction - INFO - Epoch [92][120/1743] lr: 1.000e-04, eta: 3:59:02, time: 0.781, data_time: 0.006, memory: 3025, loss_cls: 2.1333, loss: 2.1333, grad_norm: 4.0080 2020-10-16 09:20:27,482 - mmaction - INFO - Epoch [92][140/1743] lr: 1.000e-04, eta: 3:58:43, time: 0.827, data_time: 0.095, memory: 3025, loss_cls: 2.1314, loss: 2.1314, grad_norm: 3.9688 2020-10-16 09:20:44,003 - mmaction - INFO - Epoch [92][160/1743] lr: 1.000e-04, eta: 3:58:24, time: 0.827, data_time: 0.071, memory: 3025, loss_cls: 2.1294, loss: 2.1294, grad_norm: 3.9901 2020-10-16 09:21:00,261 - mmaction - INFO - Epoch [92][180/1743] lr: 1.000e-04, eta: 3:58:06, time: 0.814, data_time: 0.062, memory: 3025, loss_cls: 2.1273, loss: 2.1273, grad_norm: 3.9631 2020-10-16 09:21:16,666 - mmaction - INFO - Epoch [92][200/1743] lr: 1.000e-04, eta: 3:57:47, time: 0.814, data_time: 0.033, memory: 3025, loss_cls: 2.1581, loss: 2.1581, grad_norm: 3.9964 2020-10-16 09:21:33,102 - mmaction - INFO - Epoch [92][220/1743] lr: 1.000e-04, eta: 3:57:29, time: 0.827, data_time: 0.015, memory: 3025, loss_cls: 2.1062, loss: 2.1062, grad_norm: 3.9225 2020-10-16 09:21:49,137 - mmaction - INFO - Epoch [92][240/1743] lr: 1.000e-04, eta: 3:57:10, time: 0.796, data_time: 0.128, memory: 3025, loss_cls: 2.1537, loss: 2.1537, grad_norm: 4.0022 2020-10-16 09:22:05,595 - mmaction - INFO - Epoch [92][260/1743] lr: 1.000e-04, eta: 3:56:51, time: 0.824, data_time: 0.031, memory: 3025, loss_cls: 2.1572, loss: 2.1572, grad_norm: 3.9656 2020-10-16 09:22:22,244 - mmaction - INFO - Epoch [92][280/1743] lr: 1.000e-04, eta: 3:56:33, time: 0.839, data_time: 0.009, memory: 3025, loss_cls: 2.1393, loss: 2.1393, grad_norm: 4.0175 2020-10-16 09:22:38,370 - mmaction - INFO - Epoch [92][300/1743] lr: 1.000e-04, eta: 3:56:14, time: 0.802, data_time: 0.003, memory: 3025, loss_cls: 2.0960, loss: 2.0960, grad_norm: 3.9241 2020-10-16 09:22:55,013 - mmaction - INFO - Epoch [92][320/1743] lr: 1.000e-04, eta: 3:55:55, time: 0.834, data_time: 0.006, memory: 3025, loss_cls: 2.1185, loss: 2.1185, grad_norm: 3.9551 2020-10-16 09:23:11,179 - mmaction - INFO - Epoch [92][340/1743] lr: 1.000e-04, eta: 3:55:37, time: 0.809, data_time: 0.005, memory: 3025, loss_cls: 2.1439, loss: 2.1439, grad_norm: 3.9775 2020-10-16 09:23:27,584 - mmaction - INFO - Epoch [92][360/1743] lr: 1.000e-04, eta: 3:55:18, time: 0.817, data_time: 0.005, memory: 3025, loss_cls: 2.1177, loss: 2.1177, grad_norm: 3.9199 2020-10-16 09:23:43,828 - mmaction - INFO - Epoch [92][380/1743] lr: 1.000e-04, eta: 3:55:00, time: 0.810, data_time: 0.006, memory: 3025, loss_cls: 2.1343, loss: 2.1343, grad_norm: 3.8985 2020-10-16 09:24:00,200 - mmaction - INFO - Epoch [92][400/1743] lr: 1.000e-04, eta: 3:54:41, time: 0.820, data_time: 0.009, memory: 3025, loss_cls: 2.0919, loss: 2.0919, grad_norm: 3.8896 2020-10-16 09:24:16,643 - mmaction - INFO - Epoch [92][420/1743] lr: 1.000e-04, eta: 3:54:22, time: 0.826, data_time: 0.020, memory: 3025, loss_cls: 2.1387, loss: 2.1387, grad_norm: 3.9103 2020-10-16 09:24:32,895 - mmaction - INFO - Epoch [92][440/1743] lr: 1.000e-04, eta: 3:54:04, time: 0.807, data_time: 0.002, memory: 3025, loss_cls: 2.1098, loss: 2.1098, grad_norm: 3.9409 2020-10-16 09:24:49,067 - mmaction - INFO - Epoch [92][460/1743] lr: 1.000e-04, eta: 3:53:45, time: 0.812, data_time: 0.009, memory: 3025, loss_cls: 2.1382, loss: 2.1382, grad_norm: 3.9377 2020-10-16 09:25:05,020 - mmaction - INFO - Epoch [92][480/1743] lr: 1.000e-04, eta: 3:53:26, time: 0.799, data_time: 0.005, memory: 3025, loss_cls: 2.1442, loss: 2.1442, grad_norm: 3.9958 2020-10-16 09:25:21,244 - mmaction - INFO - Epoch [92][500/1743] lr: 1.000e-04, eta: 3:53:08, time: 0.809, data_time: 0.004, memory: 3025, loss_cls: 2.1271, loss: 2.1271, grad_norm: 4.0376 2020-10-16 09:25:36,626 - mmaction - INFO - Epoch [92][520/1743] lr: 1.000e-04, eta: 3:52:49, time: 0.766, data_time: 0.006, memory: 3025, loss_cls: 2.1422, loss: 2.1422, grad_norm: 4.0427 2020-10-16 09:25:52,530 - mmaction - INFO - Epoch [92][540/1743] lr: 1.000e-04, eta: 3:52:30, time: 0.801, data_time: 0.009, memory: 3025, loss_cls: 2.1512, loss: 2.1512, grad_norm: 3.9611 2020-10-16 09:26:09,076 - mmaction - INFO - Epoch [92][560/1743] lr: 1.000e-04, eta: 3:52:12, time: 0.824, data_time: 0.006, memory: 3025, loss_cls: 2.1259, loss: 2.1259, grad_norm: 3.9725 2020-10-16 09:26:25,409 - mmaction - INFO - Epoch [92][580/1743] lr: 1.000e-04, eta: 3:51:53, time: 0.817, data_time: 0.020, memory: 3025, loss_cls: 2.1597, loss: 2.1597, grad_norm: 4.0040 2020-10-16 09:26:41,870 - mmaction - INFO - Epoch [92][600/1743] lr: 1.000e-04, eta: 3:51:35, time: 0.826, data_time: 0.090, memory: 3025, loss_cls: 2.1253, loss: 2.1253, grad_norm: 4.0153 2020-10-16 09:26:58,108 - mmaction - INFO - Epoch [92][620/1743] lr: 1.000e-04, eta: 3:51:16, time: 0.807, data_time: 0.039, memory: 3025, loss_cls: 2.1589, loss: 2.1589, grad_norm: 4.0080 2020-10-16 09:27:14,731 - mmaction - INFO - Epoch [92][640/1743] lr: 1.000e-04, eta: 3:50:57, time: 0.831, data_time: 0.242, memory: 3025, loss_cls: 2.1527, loss: 2.1527, grad_norm: 3.9812 2020-10-16 09:27:31,042 - mmaction - INFO - Epoch [92][660/1743] lr: 1.000e-04, eta: 3:50:39, time: 0.817, data_time: 0.241, memory: 3025, loss_cls: 2.1024, loss: 2.1024, grad_norm: 3.9064 2020-10-16 09:27:47,472 - mmaction - INFO - Epoch [92][680/1743] lr: 1.000e-04, eta: 3:50:20, time: 0.821, data_time: 0.302, memory: 3025, loss_cls: 2.1550, loss: 2.1550, grad_norm: 3.9916 2020-10-16 09:28:03,921 - mmaction - INFO - Epoch [92][700/1743] lr: 1.000e-04, eta: 3:50:02, time: 0.826, data_time: 0.330, memory: 3025, loss_cls: 2.1881, loss: 2.1881, grad_norm: 4.0199 2020-10-16 09:28:19,900 - mmaction - INFO - Epoch [92][720/1743] lr: 1.000e-04, eta: 3:49:43, time: 0.799, data_time: 0.335, memory: 3025, loss_cls: 2.1149, loss: 2.1149, grad_norm: 3.9047 2020-10-16 09:28:36,325 - mmaction - INFO - Epoch [92][740/1743] lr: 1.000e-04, eta: 3:49:24, time: 0.814, data_time: 0.323, memory: 3025, loss_cls: 2.1345, loss: 2.1345, grad_norm: 4.0853 2020-10-16 09:28:52,941 - mmaction - INFO - Epoch [92][760/1743] lr: 1.000e-04, eta: 3:49:06, time: 0.827, data_time: 0.337, memory: 3025, loss_cls: 2.1460, loss: 2.1460, grad_norm: 4.0355 2020-10-16 09:29:09,333 - mmaction - INFO - Epoch [92][780/1743] lr: 1.000e-04, eta: 3:48:47, time: 0.827, data_time: 0.340, memory: 3025, loss_cls: 2.1061, loss: 2.1061, grad_norm: 3.9519 2020-10-16 09:29:25,098 - mmaction - INFO - Epoch [92][800/1743] lr: 1.000e-04, eta: 3:48:28, time: 0.789, data_time: 0.321, memory: 3025, loss_cls: 2.1449, loss: 2.1449, grad_norm: 3.9635 2020-10-16 09:29:41,572 - mmaction - INFO - Epoch [92][820/1743] lr: 1.000e-04, eta: 3:48:10, time: 0.819, data_time: 0.343, memory: 3025, loss_cls: 2.1514, loss: 2.1514, grad_norm: 3.9455 2020-10-16 09:29:57,541 - mmaction - INFO - Epoch [92][840/1743] lr: 1.000e-04, eta: 3:47:51, time: 0.802, data_time: 0.258, memory: 3025, loss_cls: 2.1218, loss: 2.1218, grad_norm: 3.9517 2020-10-16 09:30:13,911 - mmaction - INFO - Epoch [92][860/1743] lr: 1.000e-04, eta: 3:47:33, time: 0.818, data_time: 0.217, memory: 3025, loss_cls: 2.1435, loss: 2.1435, grad_norm: 4.0742 2020-10-16 09:30:30,372 - mmaction - INFO - Epoch [92][880/1743] lr: 1.000e-04, eta: 3:47:14, time: 0.824, data_time: 0.293, memory: 3025, loss_cls: 2.1279, loss: 2.1279, grad_norm: 3.9917 2020-10-16 09:30:46,594 - mmaction - INFO - Epoch [92][900/1743] lr: 1.000e-04, eta: 3:46:55, time: 0.810, data_time: 0.233, memory: 3025, loss_cls: 2.1282, loss: 2.1282, grad_norm: 3.8902 2020-10-16 09:31:03,078 - mmaction - INFO - Epoch [92][920/1743] lr: 1.000e-04, eta: 3:46:37, time: 0.829, data_time: 0.268, memory: 3025, loss_cls: 2.1109, loss: 2.1109, grad_norm: 3.9868 2020-10-16 09:31:19,650 - mmaction - INFO - Epoch [92][940/1743] lr: 1.000e-04, eta: 3:46:18, time: 0.825, data_time: 0.195, memory: 3025, loss_cls: 2.1271, loss: 2.1271, grad_norm: 3.9734 2020-10-16 09:31:36,477 - mmaction - INFO - Epoch [92][960/1743] lr: 1.000e-04, eta: 3:46:00, time: 0.844, data_time: 0.326, memory: 3025, loss_cls: 2.1498, loss: 2.1498, grad_norm: 4.0145 2020-10-16 09:31:52,815 - mmaction - INFO - Epoch [92][980/1743] lr: 1.000e-04, eta: 3:45:41, time: 0.812, data_time: 0.331, memory: 3025, loss_cls: 2.1666, loss: 2.1666, grad_norm: 4.0352 2020-10-16 09:32:09,120 - mmaction - INFO - Epoch [92][1000/1743] lr: 1.000e-04, eta: 3:45:22, time: 0.816, data_time: 0.176, memory: 3025, loss_cls: 2.1425, loss: 2.1425, grad_norm: 4.0332 2020-10-16 09:32:24,968 - mmaction - INFO - Epoch [92][1020/1743] lr: 1.000e-04, eta: 3:45:04, time: 0.793, data_time: 0.064, memory: 3025, loss_cls: 2.1174, loss: 2.1174, grad_norm: 3.8650 2020-10-16 09:32:40,565 - mmaction - INFO - Epoch [92][1040/1743] lr: 1.000e-04, eta: 3:44:45, time: 0.782, data_time: 0.179, memory: 3025, loss_cls: 2.1638, loss: 2.1638, grad_norm: 4.0330 2020-10-16 09:32:56,598 - mmaction - INFO - Epoch [92][1060/1743] lr: 1.000e-04, eta: 3:44:26, time: 0.801, data_time: 0.220, memory: 3025, loss_cls: 2.1271, loss: 2.1271, grad_norm: 4.0215 2020-10-16 09:33:13,602 - mmaction - INFO - Epoch [92][1080/1743] lr: 1.000e-04, eta: 3:44:08, time: 0.845, data_time: 0.235, memory: 3025, loss_cls: 2.1376, loss: 2.1376, grad_norm: 3.9740 2020-10-16 09:33:30,085 - mmaction - INFO - Epoch [92][1100/1743] lr: 1.000e-04, eta: 3:43:49, time: 0.829, data_time: 0.103, memory: 3025, loss_cls: 2.0952, loss: 2.0952, grad_norm: 3.8757 2020-10-16 09:33:46,729 - mmaction - INFO - Epoch [92][1120/1743] lr: 1.000e-04, eta: 3:43:31, time: 0.834, data_time: 0.039, memory: 3025, loss_cls: 2.1163, loss: 2.1163, grad_norm: 3.9405 2020-10-16 09:34:02,724 - mmaction - INFO - Epoch [92][1140/1743] lr: 1.000e-04, eta: 3:43:12, time: 0.796, data_time: 0.046, memory: 3025, loss_cls: 2.1562, loss: 2.1562, grad_norm: 3.9682 2020-10-16 09:34:19,345 - mmaction - INFO - Epoch [92][1160/1743] lr: 1.000e-04, eta: 3:42:54, time: 0.828, data_time: 0.098, memory: 3025, loss_cls: 2.1262, loss: 2.1262, grad_norm: 3.9718 2020-10-16 09:34:35,021 - mmaction - INFO - Epoch [92][1180/1743] lr: 1.000e-04, eta: 3:42:35, time: 0.790, data_time: 0.011, memory: 3025, loss_cls: 2.1344, loss: 2.1344, grad_norm: 3.9811 2020-10-16 09:34:51,759 - mmaction - INFO - Epoch [92][1200/1743] lr: 1.000e-04, eta: 3:42:16, time: 0.836, data_time: 0.080, memory: 3025, loss_cls: 2.1422, loss: 2.1422, grad_norm: 3.8510 2020-10-16 09:35:08,112 - mmaction - INFO - Epoch [92][1220/1743] lr: 1.000e-04, eta: 3:41:58, time: 0.817, data_time: 0.005, memory: 3025, loss_cls: 2.1756, loss: 2.1756, grad_norm: 4.0701 2020-10-16 09:35:24,843 - mmaction - INFO - Epoch [92][1240/1743] lr: 1.000e-04, eta: 3:41:39, time: 0.839, data_time: 0.006, memory: 3025, loss_cls: 2.1758, loss: 2.1758, grad_norm: 4.0913 2020-10-16 09:35:41,196 - mmaction - INFO - Epoch [92][1260/1743] lr: 1.000e-04, eta: 3:41:21, time: 0.808, data_time: 0.004, memory: 3025, loss_cls: 2.1477, loss: 2.1477, grad_norm: 3.9832 2020-10-16 09:35:57,154 - mmaction - INFO - Epoch [92][1280/1743] lr: 1.000e-04, eta: 3:41:02, time: 0.804, data_time: 0.012, memory: 3025, loss_cls: 2.1108, loss: 2.1108, grad_norm: 3.9977 2020-10-16 09:36:13,530 - mmaction - INFO - Epoch [92][1300/1743] lr: 1.000e-04, eta: 3:40:43, time: 0.820, data_time: 0.007, memory: 3025, loss_cls: 2.1364, loss: 2.1364, grad_norm: 3.9437 2020-10-16 09:36:29,866 - mmaction - INFO - Epoch [92][1320/1743] lr: 1.000e-04, eta: 3:40:25, time: 0.816, data_time: 0.004, memory: 3025, loss_cls: 2.1616, loss: 2.1616, grad_norm: 4.0207 2020-10-16 09:36:46,034 - mmaction - INFO - Epoch [92][1340/1743] lr: 1.000e-04, eta: 3:40:06, time: 0.811, data_time: 0.005, memory: 3025, loss_cls: 2.1529, loss: 2.1529, grad_norm: 3.9751 2020-10-16 09:37:02,270 - mmaction - INFO - Epoch [92][1360/1743] lr: 1.000e-04, eta: 3:39:47, time: 0.813, data_time: 0.004, memory: 3025, loss_cls: 2.1815, loss: 2.1815, grad_norm: 4.0242 2020-10-16 09:37:18,386 - mmaction - INFO - Epoch [92][1380/1743] lr: 1.000e-04, eta: 3:39:29, time: 0.805, data_time: 0.002, memory: 3025, loss_cls: 2.1732, loss: 2.1732, grad_norm: 4.0463 2020-10-16 09:37:34,139 - mmaction - INFO - Epoch [92][1400/1743] lr: 1.000e-04, eta: 3:39:10, time: 0.781, data_time: 0.003, memory: 3025, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.9872 2020-10-16 09:37:50,144 - mmaction - INFO - Epoch [92][1420/1743] lr: 1.000e-04, eta: 3:38:52, time: 0.799, data_time: 0.010, memory: 3025, loss_cls: 2.1249, loss: 2.1249, grad_norm: 3.9162 2020-10-16 09:38:05,808 - mmaction - INFO - Epoch [92][1440/1743] lr: 1.000e-04, eta: 3:38:33, time: 0.787, data_time: 0.014, memory: 3025, loss_cls: 2.1501, loss: 2.1501, grad_norm: 3.9735 2020-10-16 09:38:21,686 - mmaction - INFO - Epoch [92][1460/1743] lr: 1.000e-04, eta: 3:38:14, time: 0.799, data_time: 0.011, memory: 3025, loss_cls: 2.1312, loss: 2.1312, grad_norm: 3.9313 2020-10-16 09:38:38,209 - mmaction - INFO - Epoch [92][1480/1743] lr: 1.000e-04, eta: 3:37:56, time: 0.827, data_time: 0.005, memory: 3025, loss_cls: 2.1374, loss: 2.1374, grad_norm: 3.9374 2020-10-16 09:38:53,942 - mmaction - INFO - Epoch [92][1500/1743] lr: 1.000e-04, eta: 3:37:37, time: 0.784, data_time: 0.003, memory: 3025, loss_cls: 2.1477, loss: 2.1477, grad_norm: 3.9671 2020-10-16 09:39:09,769 - mmaction - INFO - Epoch [92][1520/1743] lr: 1.000e-04, eta: 3:37:18, time: 0.795, data_time: 0.008, memory: 3025, loss_cls: 2.0846, loss: 2.0846, grad_norm: 3.9265 2020-10-16 09:39:26,332 - mmaction - INFO - Epoch [92][1540/1743] lr: 1.000e-04, eta: 3:37:00, time: 0.824, data_time: 0.002, memory: 3025, loss_cls: 2.1080, loss: 2.1080, grad_norm: 3.9784 2020-10-16 09:39:42,256 - mmaction - INFO - Epoch [92][1560/1743] lr: 1.000e-04, eta: 3:36:41, time: 0.796, data_time: 0.006, memory: 3025, loss_cls: 2.1591, loss: 2.1591, grad_norm: 4.0303 2020-10-16 09:39:58,785 - mmaction - INFO - Epoch [92][1580/1743] lr: 1.000e-04, eta: 3:36:23, time: 0.829, data_time: 0.016, memory: 3025, loss_cls: 2.1460, loss: 2.1460, grad_norm: 3.9673 2020-10-16 09:40:15,368 - mmaction - INFO - Epoch [92][1600/1743] lr: 1.000e-04, eta: 3:36:04, time: 0.832, data_time: 0.106, memory: 3025, loss_cls: 2.1308, loss: 2.1308, grad_norm: 3.9587 2020-10-16 09:40:31,777 - mmaction - INFO - Epoch [92][1620/1743] lr: 1.000e-04, eta: 3:35:46, time: 0.816, data_time: 0.303, memory: 3025, loss_cls: 2.0963, loss: 2.0963, grad_norm: 3.9124 2020-10-16 09:40:48,394 - mmaction - INFO - Epoch [92][1640/1743] lr: 1.000e-04, eta: 3:35:27, time: 0.834, data_time: 0.277, memory: 3025, loss_cls: 2.1702, loss: 2.1702, grad_norm: 4.0832 2020-10-16 09:41:04,418 - mmaction - INFO - Epoch [92][1660/1743] lr: 1.000e-04, eta: 3:35:08, time: 0.800, data_time: 0.210, memory: 3025, loss_cls: 2.1292, loss: 2.1292, grad_norm: 3.9128 2020-10-16 09:41:21,695 - mmaction - INFO - Epoch [92][1680/1743] lr: 1.000e-04, eta: 3:34:50, time: 0.861, data_time: 0.206, memory: 3025, loss_cls: 2.1196, loss: 2.1196, grad_norm: 3.8973 2020-10-16 09:41:37,594 - mmaction - INFO - Epoch [92][1700/1743] lr: 1.000e-04, eta: 3:34:31, time: 0.796, data_time: 0.319, memory: 3025, loss_cls: 2.1598, loss: 2.1598, grad_norm: 3.9937 2020-10-16 09:41:53,802 - mmaction - INFO - Epoch [92][1720/1743] lr: 1.000e-04, eta: 3:34:13, time: 0.802, data_time: 0.328, memory: 3025, loss_cls: 2.1800, loss: 2.1800, grad_norm: 4.0203 2020-10-16 09:42:09,797 - mmaction - INFO - Epoch [92][1740/1743] lr: 1.000e-04, eta: 3:33:54, time: 0.811, data_time: 0.328, memory: 3025, loss_cls: 2.1398, loss: 2.1398, grad_norm: 3.9241 2020-10-16 09:42:43,650 - mmaction - INFO - Epoch [93][20/1743] lr: 1.000e-04, eta: 3:33:34, time: 1.577, data_time: 0.725, memory: 3025, loss_cls: 2.1317, loss: 2.1317, grad_norm: 4.0305 2020-10-16 09:43:00,847 - mmaction - INFO - Epoch [93][40/1743] lr: 1.000e-04, eta: 3:33:15, time: 0.860, data_time: 0.010, memory: 3025, loss_cls: 2.1288, loss: 2.1288, grad_norm: 3.9749 2020-10-16 09:43:16,928 - mmaction - INFO - Epoch [93][60/1743] lr: 1.000e-04, eta: 3:32:57, time: 0.805, data_time: 0.005, memory: 3025, loss_cls: 2.1056, loss: 2.1056, grad_norm: 3.9332 2020-10-16 09:43:32,348 - mmaction - INFO - Epoch [93][80/1743] lr: 1.000e-04, eta: 3:32:38, time: 0.767, data_time: 0.004, memory: 3025, loss_cls: 2.1206, loss: 2.1206, grad_norm: 3.9302 2020-10-16 09:43:48,344 - mmaction - INFO - Epoch [93][100/1743] lr: 1.000e-04, eta: 3:32:19, time: 0.796, data_time: 0.006, memory: 3025, loss_cls: 2.1186, loss: 2.1186, grad_norm: 3.9590 2020-10-16 09:44:04,823 - mmaction - INFO - Epoch [93][120/1743] lr: 1.000e-04, eta: 3:32:01, time: 0.826, data_time: 0.012, memory: 3025, loss_cls: 2.1321, loss: 2.1321, grad_norm: 3.9465 2020-10-16 09:44:20,303 - mmaction - INFO - Epoch [93][140/1743] lr: 1.000e-04, eta: 3:31:42, time: 0.775, data_time: 0.008, memory: 3025, loss_cls: 2.1422, loss: 2.1422, grad_norm: 3.9808 2020-10-16 09:44:36,957 - mmaction - INFO - Epoch [93][160/1743] lr: 1.000e-04, eta: 3:31:24, time: 0.833, data_time: 0.007, memory: 3025, loss_cls: 2.1199, loss: 2.1199, grad_norm: 3.9895 2020-10-16 09:44:53,465 - mmaction - INFO - Epoch [93][180/1743] lr: 1.000e-04, eta: 3:31:05, time: 0.824, data_time: 0.008, memory: 3025, loss_cls: 2.1599, loss: 2.1599, grad_norm: 3.9487 2020-10-16 09:45:09,114 - mmaction - INFO - Epoch [93][200/1743] lr: 1.000e-04, eta: 3:30:46, time: 0.784, data_time: 0.009, memory: 3025, loss_cls: 2.1389, loss: 2.1389, grad_norm: 4.0190 2020-10-16 09:45:25,959 - mmaction - INFO - Epoch [93][220/1743] lr: 1.000e-04, eta: 3:30:28, time: 0.845, data_time: 0.008, memory: 3025, loss_cls: 2.1381, loss: 2.1381, grad_norm: 3.9758 2020-10-16 09:45:42,110 - mmaction - INFO - Epoch [93][240/1743] lr: 1.000e-04, eta: 3:30:09, time: 0.807, data_time: 0.011, memory: 3025, loss_cls: 2.1426, loss: 2.1426, grad_norm: 3.9448 2020-10-16 09:45:58,597 - mmaction - INFO - Epoch [93][260/1743] lr: 1.000e-04, eta: 3:29:51, time: 0.821, data_time: 0.004, memory: 3025, loss_cls: 2.1131, loss: 2.1131, grad_norm: 3.9815 2020-10-16 09:46:14,851 - mmaction - INFO - Epoch [93][280/1743] lr: 1.000e-04, eta: 3:29:32, time: 0.811, data_time: 0.008, memory: 3025, loss_cls: 2.1561, loss: 2.1561, grad_norm: 3.9112 2020-10-16 09:46:31,266 - mmaction - INFO - Epoch [93][300/1743] lr: 1.000e-04, eta: 3:29:14, time: 0.824, data_time: 0.014, memory: 3025, loss_cls: 2.1536, loss: 2.1536, grad_norm: 4.0063 2020-10-16 09:46:48,006 - mmaction - INFO - Epoch [93][320/1743] lr: 1.000e-04, eta: 3:28:55, time: 0.832, data_time: 0.008, memory: 3025, loss_cls: 2.1413, loss: 2.1413, grad_norm: 3.9823 2020-10-16 09:47:03,828 - mmaction - INFO - Epoch [93][340/1743] lr: 1.000e-04, eta: 3:28:36, time: 0.798, data_time: 0.013, memory: 3025, loss_cls: 2.1387, loss: 2.1387, grad_norm: 4.0325 2020-10-16 09:47:20,140 - mmaction - INFO - Epoch [93][360/1743] lr: 1.000e-04, eta: 3:28:18, time: 0.817, data_time: 0.006, memory: 3025, loss_cls: 2.1379, loss: 2.1379, grad_norm: 4.0152 2020-10-16 09:47:35,733 - mmaction - INFO - Epoch [93][380/1743] lr: 1.000e-04, eta: 3:27:59, time: 0.780, data_time: 0.003, memory: 3025, loss_cls: 2.1354, loss: 2.1354, grad_norm: 3.9381 2020-10-16 09:47:52,381 - mmaction - INFO - Epoch [93][400/1743] lr: 1.000e-04, eta: 3:27:41, time: 0.831, data_time: 0.002, memory: 3025, loss_cls: 2.1545, loss: 2.1545, grad_norm: 4.0236 2020-10-16 09:48:08,620 - mmaction - INFO - Epoch [93][420/1743] lr: 1.000e-04, eta: 3:27:22, time: 0.813, data_time: 0.003, memory: 3025, loss_cls: 2.1673, loss: 2.1673, grad_norm: 4.0380 2020-10-16 09:48:24,888 - mmaction - INFO - Epoch [93][440/1743] lr: 1.000e-04, eta: 3:27:03, time: 0.808, data_time: 0.003, memory: 3025, loss_cls: 2.1236, loss: 2.1236, grad_norm: 3.9873 2020-10-16 09:48:40,759 - mmaction - INFO - Epoch [93][460/1743] lr: 1.000e-04, eta: 3:26:45, time: 0.797, data_time: 0.012, memory: 3025, loss_cls: 2.1199, loss: 2.1199, grad_norm: 3.9298 2020-10-16 09:48:57,288 - mmaction - INFO - Epoch [93][480/1743] lr: 1.000e-04, eta: 3:26:26, time: 0.829, data_time: 0.005, memory: 3025, loss_cls: 2.1653, loss: 2.1653, grad_norm: 3.9629 2020-10-16 09:49:13,274 - mmaction - INFO - Epoch [93][500/1743] lr: 1.000e-04, eta: 3:26:08, time: 0.796, data_time: 0.005, memory: 3025, loss_cls: 2.1136, loss: 2.1136, grad_norm: 4.0199 2020-10-16 09:49:30,034 - mmaction - INFO - Epoch [93][520/1743] lr: 1.000e-04, eta: 3:25:49, time: 0.837, data_time: 0.005, memory: 3025, loss_cls: 2.1294, loss: 2.1294, grad_norm: 3.9856 2020-10-16 09:49:46,051 - mmaction - INFO - Epoch [93][540/1743] lr: 1.000e-04, eta: 3:25:31, time: 0.803, data_time: 0.009, memory: 3025, loss_cls: 2.1490, loss: 2.1490, grad_norm: 3.9710 2020-10-16 09:50:02,548 - mmaction - INFO - Epoch [93][560/1743] lr: 1.000e-04, eta: 3:25:12, time: 0.818, data_time: 0.009, memory: 3025, loss_cls: 2.1269, loss: 2.1269, grad_norm: 3.9270 2020-10-16 09:50:18,313 - mmaction - INFO - Epoch [93][580/1743] lr: 1.000e-04, eta: 3:24:53, time: 0.797, data_time: 0.012, memory: 3025, loss_cls: 2.1044, loss: 2.1044, grad_norm: 3.9494 2020-10-16 09:50:34,856 - mmaction - INFO - Epoch [93][600/1743] lr: 1.000e-04, eta: 3:24:35, time: 0.820, data_time: 0.005, memory: 3025, loss_cls: 2.1522, loss: 2.1522, grad_norm: 3.9475 2020-10-16 09:50:50,215 - mmaction - INFO - Epoch [93][620/1743] lr: 1.000e-04, eta: 3:24:16, time: 0.773, data_time: 0.011, memory: 3025, loss_cls: 2.1809, loss: 2.1809, grad_norm: 4.0362 2020-10-16 09:51:07,046 - mmaction - INFO - Epoch [93][640/1743] lr: 1.000e-04, eta: 3:23:58, time: 0.841, data_time: 0.003, memory: 3025, loss_cls: 2.1586, loss: 2.1586, grad_norm: 4.0134 2020-10-16 09:51:22,807 - mmaction - INFO - Epoch [93][660/1743] lr: 1.000e-04, eta: 3:23:39, time: 0.789, data_time: 0.004, memory: 3025, loss_cls: 2.1423, loss: 2.1423, grad_norm: 3.9868 2020-10-16 09:51:39,599 - mmaction - INFO - Epoch [93][680/1743] lr: 1.000e-04, eta: 3:23:20, time: 0.839, data_time: 0.003, memory: 3025, loss_cls: 2.1378, loss: 2.1378, grad_norm: 3.9481 2020-10-16 09:51:55,674 - mmaction - INFO - Epoch [93][700/1743] lr: 1.000e-04, eta: 3:23:02, time: 0.804, data_time: 0.004, memory: 3025, loss_cls: 2.1385, loss: 2.1385, grad_norm: 3.9360 2020-10-16 09:52:11,991 - mmaction - INFO - Epoch [93][720/1743] lr: 1.000e-04, eta: 3:22:43, time: 0.811, data_time: 0.007, memory: 3025, loss_cls: 2.1746, loss: 2.1746, grad_norm: 4.0146 2020-10-16 09:52:28,427 - mmaction - INFO - Epoch [93][740/1743] lr: 1.000e-04, eta: 3:22:25, time: 0.825, data_time: 0.011, memory: 3025, loss_cls: 2.1191, loss: 2.1191, grad_norm: 4.0204 2020-10-16 09:52:44,032 - mmaction - INFO - Epoch [93][760/1743] lr: 1.000e-04, eta: 3:22:06, time: 0.781, data_time: 0.007, memory: 3025, loss_cls: 2.1376, loss: 2.1376, grad_norm: 3.9390 2020-10-16 09:53:00,399 - mmaction - INFO - Epoch [93][780/1743] lr: 1.000e-04, eta: 3:21:48, time: 0.815, data_time: 0.010, memory: 3025, loss_cls: 2.1747, loss: 2.1747, grad_norm: 4.0096 2020-10-16 09:53:16,180 - mmaction - INFO - Epoch [93][800/1743] lr: 1.000e-04, eta: 3:21:29, time: 0.790, data_time: 0.018, memory: 3025, loss_cls: 2.1142, loss: 2.1142, grad_norm: 3.9494 2020-10-16 09:53:32,214 - mmaction - INFO - Epoch [93][820/1743] lr: 1.000e-04, eta: 3:21:10, time: 0.803, data_time: 0.009, memory: 3025, loss_cls: 2.1505, loss: 2.1505, grad_norm: 3.9998 2020-10-16 09:53:48,688 - mmaction - INFO - Epoch [93][840/1743] lr: 1.000e-04, eta: 3:20:52, time: 0.820, data_time: 0.006, memory: 3025, loss_cls: 2.1123, loss: 2.1123, grad_norm: 3.8871 2020-10-16 09:54:04,894 - mmaction - INFO - Epoch [93][860/1743] lr: 1.000e-04, eta: 3:20:33, time: 0.809, data_time: 0.010, memory: 3025, loss_cls: 2.1353, loss: 2.1353, grad_norm: 3.9283 2020-10-16 09:54:21,053 - mmaction - INFO - Epoch [93][880/1743] lr: 1.000e-04, eta: 3:20:15, time: 0.813, data_time: 0.011, memory: 3025, loss_cls: 2.1401, loss: 2.1401, grad_norm: 4.0356 2020-10-16 09:54:37,331 - mmaction - INFO - Epoch [93][900/1743] lr: 1.000e-04, eta: 3:19:56, time: 0.814, data_time: 0.007, memory: 3025, loss_cls: 2.1830, loss: 2.1830, grad_norm: 3.9779 2020-10-16 09:54:53,569 - mmaction - INFO - Epoch [93][920/1743] lr: 1.000e-04, eta: 3:19:38, time: 0.806, data_time: 0.007, memory: 3025, loss_cls: 2.1683, loss: 2.1683, grad_norm: 3.9820 2020-10-16 09:55:10,051 - mmaction - INFO - Epoch [93][940/1743] lr: 1.000e-04, eta: 3:19:19, time: 0.825, data_time: 0.011, memory: 3025, loss_cls: 2.1458, loss: 2.1458, grad_norm: 4.0252 2020-10-16 09:55:26,654 - mmaction - INFO - Epoch [93][960/1743] lr: 1.000e-04, eta: 3:19:00, time: 0.831, data_time: 0.007, memory: 3025, loss_cls: 2.1202, loss: 2.1202, grad_norm: 3.8722 2020-10-16 09:55:42,388 - mmaction - INFO - Epoch [93][980/1743] lr: 1.000e-04, eta: 3:18:42, time: 0.787, data_time: 0.006, memory: 3025, loss_cls: 2.1382, loss: 2.1382, grad_norm: 3.9921 2020-10-16 09:55:58,056 - mmaction - INFO - Epoch [93][1000/1743] lr: 1.000e-04, eta: 3:18:23, time: 0.781, data_time: 0.006, memory: 3025, loss_cls: 2.1568, loss: 2.1568, grad_norm: 3.9922 2020-10-16 09:56:14,599 - mmaction - INFO - Epoch [93][1020/1743] lr: 1.000e-04, eta: 3:18:05, time: 0.828, data_time: 0.008, memory: 3025, loss_cls: 2.1869, loss: 2.1869, grad_norm: 4.1188 2020-10-16 09:56:30,421 - mmaction - INFO - Epoch [93][1040/1743] lr: 1.000e-04, eta: 3:17:46, time: 0.795, data_time: 0.009, memory: 3025, loss_cls: 2.1353, loss: 2.1353, grad_norm: 3.9577 2020-10-16 09:56:46,504 - mmaction - INFO - Epoch [93][1060/1743] lr: 1.000e-04, eta: 3:17:28, time: 0.804, data_time: 0.004, memory: 3025, loss_cls: 2.1487, loss: 2.1487, grad_norm: 3.9753 2020-10-16 09:57:02,978 - mmaction - INFO - Epoch [93][1080/1743] lr: 1.000e-04, eta: 3:17:09, time: 0.822, data_time: 0.004, memory: 3025, loss_cls: 2.1152, loss: 2.1152, grad_norm: 3.9989 2020-10-16 09:57:18,865 - mmaction - INFO - Epoch [93][1100/1743] lr: 1.000e-04, eta: 3:16:50, time: 0.795, data_time: 0.005, memory: 3025, loss_cls: 2.1257, loss: 2.1257, grad_norm: 3.9774 2020-10-16 09:57:34,762 - mmaction - INFO - Epoch [93][1120/1743] lr: 1.000e-04, eta: 3:16:32, time: 0.795, data_time: 0.006, memory: 3025, loss_cls: 2.1427, loss: 2.1427, grad_norm: 3.9833 2020-10-16 09:57:50,958 - mmaction - INFO - Epoch [93][1140/1743] lr: 1.000e-04, eta: 3:16:13, time: 0.811, data_time: 0.006, memory: 3025, loss_cls: 2.1024, loss: 2.1024, grad_norm: 3.9717 2020-10-16 09:58:07,124 - mmaction - INFO - Epoch [93][1160/1743] lr: 1.000e-04, eta: 3:15:55, time: 0.805, data_time: 0.004, memory: 3025, loss_cls: 2.1342, loss: 2.1342, grad_norm: 3.9679 2020-10-16 09:58:23,343 - mmaction - INFO - Epoch [93][1180/1743] lr: 1.000e-04, eta: 3:15:36, time: 0.810, data_time: 0.006, memory: 3025, loss_cls: 2.1247, loss: 2.1247, grad_norm: 4.0402 2020-10-16 09:58:39,474 - mmaction - INFO - Epoch [93][1200/1743] lr: 1.000e-04, eta: 3:15:18, time: 0.802, data_time: 0.007, memory: 3025, loss_cls: 2.1622, loss: 2.1622, grad_norm: 4.0708 2020-10-16 09:58:55,273 - mmaction - INFO - Epoch [93][1220/1743] lr: 1.000e-04, eta: 3:14:59, time: 0.792, data_time: 0.011, memory: 3025, loss_cls: 2.1596, loss: 2.1596, grad_norm: 3.9871 2020-10-16 09:59:11,625 - mmaction - INFO - Epoch [93][1240/1743] lr: 1.000e-04, eta: 3:14:40, time: 0.818, data_time: 0.010, memory: 3025, loss_cls: 2.1019, loss: 2.1019, grad_norm: 3.9051 2020-10-16 09:59:27,468 - mmaction - INFO - Epoch [93][1260/1743] lr: 1.000e-04, eta: 3:14:22, time: 0.798, data_time: 0.011, memory: 3025, loss_cls: 2.1492, loss: 2.1492, grad_norm: 4.0174 2020-10-16 09:59:43,153 - mmaction - INFO - Epoch [93][1280/1743] lr: 1.000e-04, eta: 3:14:03, time: 0.784, data_time: 0.005, memory: 3025, loss_cls: 2.1156, loss: 2.1156, grad_norm: 3.9335 2020-10-16 09:59:59,254 - mmaction - INFO - Epoch [93][1300/1743] lr: 1.000e-04, eta: 3:13:45, time: 0.802, data_time: 0.003, memory: 3025, loss_cls: 2.1057, loss: 2.1057, grad_norm: 4.0000 2020-10-16 10:00:15,809 - mmaction - INFO - Epoch [93][1320/1743] lr: 1.000e-04, eta: 3:13:26, time: 0.830, data_time: 0.007, memory: 3025, loss_cls: 2.1438, loss: 2.1438, grad_norm: 4.0088 2020-10-16 10:00:32,379 - mmaction - INFO - Epoch [93][1340/1743] lr: 1.000e-04, eta: 3:13:08, time: 0.820, data_time: 0.004, memory: 3025, loss_cls: 2.1447, loss: 2.1447, grad_norm: 4.0140 2020-10-16 10:00:48,721 - mmaction - INFO - Epoch [93][1360/1743] lr: 1.000e-04, eta: 3:12:49, time: 0.821, data_time: 0.013, memory: 3025, loss_cls: 2.1072, loss: 2.1072, grad_norm: 3.9868 2020-10-16 10:01:05,301 - mmaction - INFO - Epoch [93][1380/1743] lr: 1.000e-04, eta: 3:12:30, time: 0.828, data_time: 0.007, memory: 3025, loss_cls: 2.0810, loss: 2.0810, grad_norm: 3.8643 2020-10-16 10:01:21,679 - mmaction - INFO - Epoch [93][1400/1743] lr: 1.000e-04, eta: 3:12:12, time: 0.823, data_time: 0.009, memory: 3025, loss_cls: 2.1210, loss: 2.1210, grad_norm: 3.9904 2020-10-16 10:01:37,853 - mmaction - INFO - Epoch [93][1420/1743] lr: 1.000e-04, eta: 3:11:53, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.1323, loss: 2.1323, grad_norm: 3.9701 2020-10-16 10:01:54,402 - mmaction - INFO - Epoch [93][1440/1743] lr: 1.000e-04, eta: 3:11:35, time: 0.826, data_time: 0.003, memory: 3025, loss_cls: 2.1345, loss: 2.1345, grad_norm: 4.0069 2020-10-16 10:02:10,761 - mmaction - INFO - Epoch [93][1460/1743] lr: 1.000e-04, eta: 3:11:16, time: 0.819, data_time: 0.004, memory: 3025, loss_cls: 2.1636, loss: 2.1636, grad_norm: 4.0315 2020-10-16 10:02:27,100 - mmaction - INFO - Epoch [93][1480/1743] lr: 1.000e-04, eta: 3:10:58, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.1578, loss: 2.1578, grad_norm: 3.9871 2020-10-16 10:02:43,261 - mmaction - INFO - Epoch [93][1500/1743] lr: 1.000e-04, eta: 3:10:39, time: 0.806, data_time: 0.010, memory: 3025, loss_cls: 2.0951, loss: 2.0951, grad_norm: 3.8785 2020-10-16 10:02:59,547 - mmaction - INFO - Epoch [93][1520/1743] lr: 1.000e-04, eta: 3:10:21, time: 0.820, data_time: 0.010, memory: 3025, loss_cls: 2.1582, loss: 2.1582, grad_norm: 4.0585 2020-10-16 10:03:15,764 - mmaction - INFO - Epoch [93][1540/1743] lr: 1.000e-04, eta: 3:10:02, time: 0.812, data_time: 0.005, memory: 3025, loss_cls: 2.1706, loss: 2.1706, grad_norm: 3.9482 2020-10-16 10:03:31,279 - mmaction - INFO - Epoch [93][1560/1743] lr: 1.000e-04, eta: 3:09:44, time: 0.777, data_time: 0.005, memory: 3025, loss_cls: 2.1510, loss: 2.1510, grad_norm: 3.9639 2020-10-16 10:03:47,719 - mmaction - INFO - Epoch [93][1580/1743] lr: 1.000e-04, eta: 3:09:25, time: 0.817, data_time: 0.002, memory: 3025, loss_cls: 2.0979, loss: 2.0979, grad_norm: 3.9871 2020-10-16 10:04:03,318 - mmaction - INFO - Epoch [93][1600/1743] lr: 1.000e-04, eta: 3:09:06, time: 0.782, data_time: 0.011, memory: 3025, loss_cls: 2.1077, loss: 2.1077, grad_norm: 3.9587 2020-10-16 10:04:19,634 - mmaction - INFO - Epoch [93][1620/1743] lr: 1.000e-04, eta: 3:08:48, time: 0.814, data_time: 0.005, memory: 3025, loss_cls: 2.1071, loss: 2.1071, grad_norm: 3.8969 2020-10-16 10:04:35,524 - mmaction - INFO - Epoch [93][1640/1743] lr: 1.000e-04, eta: 3:08:29, time: 0.795, data_time: 0.007, memory: 3025, loss_cls: 2.1546, loss: 2.1546, grad_norm: 3.9898 2020-10-16 10:04:51,489 - mmaction - INFO - Epoch [93][1660/1743] lr: 1.000e-04, eta: 3:08:11, time: 0.800, data_time: 0.006, memory: 3025, loss_cls: 2.1198, loss: 2.1198, grad_norm: 3.9461 2020-10-16 10:05:07,820 - mmaction - INFO - Epoch [93][1680/1743] lr: 1.000e-04, eta: 3:07:52, time: 0.811, data_time: 0.005, memory: 3025, loss_cls: 2.1395, loss: 2.1395, grad_norm: 3.9645 2020-10-16 10:05:23,969 - mmaction - INFO - Epoch [93][1700/1743] lr: 1.000e-04, eta: 3:07:34, time: 0.812, data_time: 0.009, memory: 3025, loss_cls: 2.1346, loss: 2.1346, grad_norm: 3.9236 2020-10-16 10:05:40,591 - mmaction - INFO - Epoch [93][1720/1743] lr: 1.000e-04, eta: 3:07:15, time: 0.832, data_time: 0.006, memory: 3025, loss_cls: 2.1275, loss: 2.1275, grad_norm: 3.8908 2020-10-16 10:05:56,460 - mmaction - INFO - Epoch [93][1740/1743] lr: 1.000e-04, eta: 3:06:57, time: 0.792, data_time: 0.006, memory: 3025, loss_cls: 2.1099, loss: 2.1099, grad_norm: 3.9756 2020-10-16 10:06:30,146 - mmaction - INFO - Epoch [94][20/1743] lr: 1.000e-04, eta: 3:06:36, time: 1.536, data_time: 0.705, memory: 3025, loss_cls: 2.0964, loss: 2.0964, grad_norm: 3.8584 2020-10-16 10:06:47,722 - mmaction - INFO - Epoch [94][40/1743] lr: 1.000e-04, eta: 3:06:18, time: 0.882, data_time: 0.011, memory: 3025, loss_cls: 2.1116, loss: 2.1116, grad_norm: 3.9691 2020-10-16 10:07:04,822 - mmaction - INFO - Epoch [94][60/1743] lr: 1.000e-04, eta: 3:05:59, time: 0.856, data_time: 0.003, memory: 3025, loss_cls: 2.1317, loss: 2.1317, grad_norm: 3.9443 2020-10-16 10:07:20,850 - mmaction - INFO - Epoch [94][80/1743] lr: 1.000e-04, eta: 3:05:41, time: 0.798, data_time: 0.005, memory: 3025, loss_cls: 2.1216, loss: 2.1216, grad_norm: 3.9570 2020-10-16 10:07:36,950 - mmaction - INFO - Epoch [94][100/1743] lr: 1.000e-04, eta: 3:05:22, time: 0.803, data_time: 0.006, memory: 3025, loss_cls: 2.1261, loss: 2.1261, grad_norm: 3.9876 2020-10-16 10:07:53,301 - mmaction - INFO - Epoch [94][120/1743] lr: 1.000e-04, eta: 3:05:04, time: 0.819, data_time: 0.008, memory: 3025, loss_cls: 2.1687, loss: 2.1687, grad_norm: 3.9675 2020-10-16 10:08:09,113 - mmaction - INFO - Epoch [94][140/1743] lr: 1.000e-04, eta: 3:04:45, time: 0.791, data_time: 0.005, memory: 3025, loss_cls: 2.1477, loss: 2.1477, grad_norm: 4.0657 2020-10-16 10:08:25,441 - mmaction - INFO - Epoch [94][160/1743] lr: 1.000e-04, eta: 3:04:26, time: 0.817, data_time: 0.005, memory: 3025, loss_cls: 2.0940, loss: 2.0940, grad_norm: 3.8654 2020-10-16 10:08:40,602 - mmaction - INFO - Epoch [94][180/1743] lr: 1.000e-04, eta: 3:04:08, time: 0.758, data_time: 0.006, memory: 3025, loss_cls: 2.1409, loss: 2.1409, grad_norm: 3.9807 2020-10-16 10:08:57,337 - mmaction - INFO - Epoch [94][200/1743] lr: 1.000e-04, eta: 3:03:49, time: 0.833, data_time: 0.003, memory: 3025, loss_cls: 2.1512, loss: 2.1512, grad_norm: 4.0427 2020-10-16 10:09:13,472 - mmaction - INFO - Epoch [94][220/1743] lr: 1.000e-04, eta: 3:03:31, time: 0.806, data_time: 0.007, memory: 3025, loss_cls: 2.1338, loss: 2.1338, grad_norm: 4.0587 2020-10-16 10:09:29,803 - mmaction - INFO - Epoch [94][240/1743] lr: 1.000e-04, eta: 3:03:12, time: 0.816, data_time: 0.008, memory: 3025, loss_cls: 2.1469, loss: 2.1469, grad_norm: 4.0361 2020-10-16 10:09:45,517 - mmaction - INFO - Epoch [94][260/1743] lr: 1.000e-04, eta: 3:02:54, time: 0.789, data_time: 0.008, memory: 3025, loss_cls: 2.1128, loss: 2.1128, grad_norm: 3.9531 2020-10-16 10:10:02,091 - mmaction - INFO - Epoch [94][280/1743] lr: 1.000e-04, eta: 3:02:35, time: 0.828, data_time: 0.005, memory: 3025, loss_cls: 2.1551, loss: 2.1551, grad_norm: 3.9936 2020-10-16 10:10:17,934 - mmaction - INFO - Epoch [94][300/1743] lr: 1.000e-04, eta: 3:02:17, time: 0.790, data_time: 0.003, memory: 3025, loss_cls: 2.1203, loss: 2.1203, grad_norm: 3.8805 2020-10-16 10:10:34,100 - mmaction - INFO - Epoch [94][320/1743] lr: 1.000e-04, eta: 3:01:58, time: 0.811, data_time: 0.008, memory: 3025, loss_cls: 2.1430, loss: 2.1430, grad_norm: 3.9771 2020-10-16 10:10:50,381 - mmaction - INFO - Epoch [94][340/1743] lr: 1.000e-04, eta: 3:01:39, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.1521, loss: 2.1521, grad_norm: 3.9483 2020-10-16 10:11:06,723 - mmaction - INFO - Epoch [94][360/1743] lr: 1.000e-04, eta: 3:01:21, time: 0.816, data_time: 0.009, memory: 3025, loss_cls: 2.1217, loss: 2.1217, grad_norm: 3.9990 2020-10-16 10:11:22,609 - mmaction - INFO - Epoch [94][380/1743] lr: 1.000e-04, eta: 3:01:02, time: 0.801, data_time: 0.009, memory: 3025, loss_cls: 2.1352, loss: 2.1352, grad_norm: 3.9548 2020-10-16 10:11:38,173 - mmaction - INFO - Epoch [94][400/1743] lr: 1.000e-04, eta: 3:00:44, time: 0.774, data_time: 0.003, memory: 3025, loss_cls: 2.1538, loss: 2.1538, grad_norm: 3.9912 2020-10-16 10:11:54,814 - mmaction - INFO - Epoch [94][420/1743] lr: 1.000e-04, eta: 3:00:25, time: 0.830, data_time: 0.008, memory: 3025, loss_cls: 2.1307, loss: 2.1307, grad_norm: 3.9195 2020-10-16 10:12:10,922 - mmaction - INFO - Epoch [94][440/1743] lr: 1.000e-04, eta: 3:00:07, time: 0.808, data_time: 0.010, memory: 3025, loss_cls: 2.1207, loss: 2.1207, grad_norm: 3.9858 2020-10-16 10:12:27,197 - mmaction - INFO - Epoch [94][460/1743] lr: 1.000e-04, eta: 2:59:48, time: 0.810, data_time: 0.009, memory: 3025, loss_cls: 2.1614, loss: 2.1614, grad_norm: 3.9904 2020-10-16 10:12:43,727 - mmaction - INFO - Epoch [94][480/1743] lr: 1.000e-04, eta: 2:59:30, time: 0.827, data_time: 0.009, memory: 3025, loss_cls: 2.1797, loss: 2.1797, grad_norm: 4.0609 2020-10-16 10:12:59,943 - mmaction - INFO - Epoch [94][500/1743] lr: 1.000e-04, eta: 2:59:11, time: 0.814, data_time: 0.009, memory: 3025, loss_cls: 2.1100, loss: 2.1100, grad_norm: 3.9087 2020-10-16 10:13:15,917 - mmaction - INFO - Epoch [94][520/1743] lr: 1.000e-04, eta: 2:58:53, time: 0.791, data_time: 0.005, memory: 3025, loss_cls: 2.1457, loss: 2.1457, grad_norm: 3.9623 2020-10-16 10:13:31,735 - mmaction - INFO - Epoch [94][540/1743] lr: 1.000e-04, eta: 2:58:34, time: 0.799, data_time: 0.013, memory: 3025, loss_cls: 2.1164, loss: 2.1164, grad_norm: 4.0070 2020-10-16 10:13:47,496 - mmaction - INFO - Epoch [94][560/1743] lr: 1.000e-04, eta: 2:58:16, time: 0.789, data_time: 0.004, memory: 3025, loss_cls: 2.1436, loss: 2.1436, grad_norm: 3.9791 2020-10-16 10:14:03,758 - mmaction - INFO - Epoch [94][580/1743] lr: 1.000e-04, eta: 2:57:57, time: 0.811, data_time: 0.003, memory: 3025, loss_cls: 2.1439, loss: 2.1439, grad_norm: 3.9522 2020-10-16 10:14:19,928 - mmaction - INFO - Epoch [94][600/1743] lr: 1.000e-04, eta: 2:57:38, time: 0.808, data_time: 0.004, memory: 3025, loss_cls: 2.1767, loss: 2.1767, grad_norm: 4.0241 2020-10-16 10:14:35,355 - mmaction - INFO - Epoch [94][620/1743] lr: 1.000e-04, eta: 2:57:20, time: 0.772, data_time: 0.006, memory: 3025, loss_cls: 2.1331, loss: 2.1331, grad_norm: 3.9810 2020-10-16 10:14:51,287 - mmaction - INFO - Epoch [94][640/1743] lr: 1.000e-04, eta: 2:57:01, time: 0.800, data_time: 0.005, memory: 3025, loss_cls: 2.1263, loss: 2.1263, grad_norm: 4.0006 2020-10-16 10:15:07,275 - mmaction - INFO - Epoch [94][660/1743] lr: 1.000e-04, eta: 2:56:43, time: 0.792, data_time: 0.006, memory: 3025, loss_cls: 2.1692, loss: 2.1692, grad_norm: 4.0515 2020-10-16 10:15:22,695 - mmaction - INFO - Epoch [94][680/1743] lr: 1.000e-04, eta: 2:56:24, time: 0.776, data_time: 0.010, memory: 3025, loss_cls: 2.1130, loss: 2.1130, grad_norm: 3.9630 2020-10-16 10:15:38,632 - mmaction - INFO - Epoch [94][700/1743] lr: 1.000e-04, eta: 2:56:06, time: 0.798, data_time: 0.006, memory: 3025, loss_cls: 2.1629, loss: 2.1629, grad_norm: 3.9154 2020-10-16 10:15:54,849 - mmaction - INFO - Epoch [94][720/1743] lr: 1.000e-04, eta: 2:55:47, time: 0.808, data_time: 0.007, memory: 3025, loss_cls: 2.1610, loss: 2.1610, grad_norm: 4.0632 2020-10-16 10:16:10,627 - mmaction - INFO - Epoch [94][740/1743] lr: 1.000e-04, eta: 2:55:29, time: 0.793, data_time: 0.009, memory: 3025, loss_cls: 2.1187, loss: 2.1187, grad_norm: 3.9437 2020-10-16 10:16:26,621 - mmaction - INFO - Epoch [94][760/1743] lr: 1.000e-04, eta: 2:55:10, time: 0.796, data_time: 0.002, memory: 3025, loss_cls: 2.1302, loss: 2.1302, grad_norm: 3.9409 2020-10-16 10:16:42,030 - mmaction - INFO - Epoch [94][780/1743] lr: 1.000e-04, eta: 2:54:51, time: 0.775, data_time: 0.010, memory: 3025, loss_cls: 2.1340, loss: 2.1340, grad_norm: 3.9854 2020-10-16 10:16:58,301 - mmaction - INFO - Epoch [94][800/1743] lr: 1.000e-04, eta: 2:54:33, time: 0.812, data_time: 0.001, memory: 3025, loss_cls: 2.1882, loss: 2.1882, grad_norm: 4.0243 2020-10-16 10:17:14,758 - mmaction - INFO - Epoch [94][820/1743] lr: 1.000e-04, eta: 2:54:14, time: 0.823, data_time: 0.002, memory: 3025, loss_cls: 2.1408, loss: 2.1408, grad_norm: 3.9731 2020-10-16 10:17:30,903 - mmaction - INFO - Epoch [94][840/1743] lr: 1.000e-04, eta: 2:53:56, time: 0.800, data_time: 0.002, memory: 3025, loss_cls: 2.1361, loss: 2.1361, grad_norm: 4.0122 2020-10-16 10:17:47,230 - mmaction - INFO - Epoch [94][860/1743] lr: 1.000e-04, eta: 2:53:37, time: 0.819, data_time: 0.014, memory: 3025, loss_cls: 2.1440, loss: 2.1440, grad_norm: 3.9313 2020-10-16 10:18:03,484 - mmaction - INFO - Epoch [94][880/1743] lr: 1.000e-04, eta: 2:53:19, time: 0.810, data_time: 0.008, memory: 3025, loss_cls: 2.1399, loss: 2.1399, grad_norm: 3.9669 2020-10-16 10:18:18,883 - mmaction - INFO - Epoch [94][900/1743] lr: 1.000e-04, eta: 2:53:00, time: 0.777, data_time: 0.011, memory: 3025, loss_cls: 2.1567, loss: 2.1567, grad_norm: 3.9760 2020-10-16 10:18:34,330 - mmaction - INFO - Epoch [94][920/1743] lr: 1.000e-04, eta: 2:52:42, time: 0.773, data_time: 0.003, memory: 3025, loss_cls: 2.1355, loss: 2.1355, grad_norm: 4.0354 2020-10-16 10:18:50,581 - mmaction - INFO - Epoch [94][940/1743] lr: 1.000e-04, eta: 2:52:23, time: 0.813, data_time: 0.004, memory: 3025, loss_cls: 2.1056, loss: 2.1056, grad_norm: 3.9517 2020-10-16 10:19:06,298 - mmaction - INFO - Epoch [94][960/1743] lr: 1.000e-04, eta: 2:52:05, time: 0.786, data_time: 0.002, memory: 3025, loss_cls: 2.1169, loss: 2.1169, grad_norm: 3.8671 2020-10-16 10:19:22,524 - mmaction - INFO - Epoch [94][980/1743] lr: 1.000e-04, eta: 2:51:46, time: 0.809, data_time: 0.002, memory: 3025, loss_cls: 2.1016, loss: 2.1016, grad_norm: 3.9138 2020-10-16 10:19:38,549 - mmaction - INFO - Epoch [94][1000/1743] lr: 1.000e-04, eta: 2:51:28, time: 0.804, data_time: 0.004, memory: 3025, loss_cls: 2.1172, loss: 2.1172, grad_norm: 4.0342 2020-10-16 10:19:54,575 - mmaction - INFO - Epoch [94][1020/1743] lr: 1.000e-04, eta: 2:51:09, time: 0.799, data_time: 0.001, memory: 3025, loss_cls: 2.1206, loss: 2.1206, grad_norm: 3.9862 2020-10-16 10:20:10,906 - mmaction - INFO - Epoch [94][1040/1743] lr: 1.000e-04, eta: 2:50:51, time: 0.811, data_time: 0.003, memory: 3025, loss_cls: 2.1556, loss: 2.1556, grad_norm: 3.9777 2020-10-16 10:20:27,183 - mmaction - INFO - Epoch [94][1060/1743] lr: 1.000e-04, eta: 2:50:32, time: 0.817, data_time: 0.009, memory: 3025, loss_cls: 2.1263, loss: 2.1263, grad_norm: 3.9662 2020-10-16 10:20:43,055 - mmaction - INFO - Epoch [94][1080/1743] lr: 1.000e-04, eta: 2:50:13, time: 0.794, data_time: 0.007, memory: 3025, loss_cls: 2.1281, loss: 2.1281, grad_norm: 4.0121 2020-10-16 10:20:59,051 - mmaction - INFO - Epoch [94][1100/1743] lr: 1.000e-04, eta: 2:49:55, time: 0.796, data_time: 0.006, memory: 3025, loss_cls: 2.1071, loss: 2.1071, grad_norm: 3.9627 2020-10-16 10:21:15,164 - mmaction - INFO - Epoch [94][1120/1743] lr: 1.000e-04, eta: 2:49:36, time: 0.807, data_time: 0.011, memory: 3025, loss_cls: 2.1692, loss: 2.1692, grad_norm: 3.9763 2020-10-16 10:21:31,188 - mmaction - INFO - Epoch [94][1140/1743] lr: 1.000e-04, eta: 2:49:18, time: 0.802, data_time: 0.010, memory: 3025, loss_cls: 2.1089, loss: 2.1089, grad_norm: 3.9859 2020-10-16 10:21:47,385 - mmaction - INFO - Epoch [94][1160/1743] lr: 1.000e-04, eta: 2:48:59, time: 0.814, data_time: 0.007, memory: 3025, loss_cls: 2.1467, loss: 2.1467, grad_norm: 4.0151 2020-10-16 10:22:03,819 - mmaction - INFO - Epoch [94][1180/1743] lr: 1.000e-04, eta: 2:48:41, time: 0.817, data_time: 0.003, memory: 3025, loss_cls: 2.1546, loss: 2.1546, grad_norm: 4.0398 2020-10-16 10:22:20,214 - mmaction - INFO - Epoch [94][1200/1743] lr: 1.000e-04, eta: 2:48:22, time: 0.825, data_time: 0.007, memory: 3025, loss_cls: 2.1505, loss: 2.1505, grad_norm: 3.9947 2020-10-16 10:22:37,102 - mmaction - INFO - Epoch [94][1220/1743] lr: 1.000e-04, eta: 2:48:04, time: 0.840, data_time: 0.003, memory: 3025, loss_cls: 2.1380, loss: 2.1380, grad_norm: 3.9975 2020-10-16 10:22:53,321 - mmaction - INFO - Epoch [94][1240/1743] lr: 1.000e-04, eta: 2:47:45, time: 0.808, data_time: 0.006, memory: 3025, loss_cls: 2.1228, loss: 2.1228, grad_norm: 4.0522 2020-10-16 10:23:09,858 - mmaction - INFO - Epoch [94][1260/1743] lr: 1.000e-04, eta: 2:47:27, time: 0.830, data_time: 0.010, memory: 3025, loss_cls: 2.1006, loss: 2.1006, grad_norm: 4.0011 2020-10-16 10:23:26,212 - mmaction - INFO - Epoch [94][1280/1743] lr: 1.000e-04, eta: 2:47:08, time: 0.812, data_time: 0.008, memory: 3025, loss_cls: 2.1500, loss: 2.1500, grad_norm: 4.0037 2020-10-16 10:23:42,077 - mmaction - INFO - Epoch [94][1300/1743] lr: 1.000e-04, eta: 2:46:50, time: 0.798, data_time: 0.013, memory: 3025, loss_cls: 2.1327, loss: 2.1327, grad_norm: 3.9400 2020-10-16 10:23:58,307 - mmaction - INFO - Epoch [94][1320/1743] lr: 1.000e-04, eta: 2:46:31, time: 0.815, data_time: 0.008, memory: 3025, loss_cls: 2.1420, loss: 2.1420, grad_norm: 3.9498 2020-10-16 10:24:14,641 - mmaction - INFO - Epoch [94][1340/1743] lr: 1.000e-04, eta: 2:46:13, time: 0.807, data_time: 0.003, memory: 3025, loss_cls: 2.1554, loss: 2.1554, grad_norm: 4.0210 2020-10-16 10:24:30,823 - mmaction - INFO - Epoch [94][1360/1743] lr: 1.000e-04, eta: 2:45:54, time: 0.819, data_time: 0.015, memory: 3025, loss_cls: 2.1518, loss: 2.1518, grad_norm: 3.9955 2020-10-16 10:24:47,317 - mmaction - INFO - Epoch [94][1380/1743] lr: 1.000e-04, eta: 2:45:36, time: 0.825, data_time: 0.005, memory: 3025, loss_cls: 2.1435, loss: 2.1435, grad_norm: 3.9758 2020-10-16 10:25:03,601 - mmaction - INFO - Epoch [94][1400/1743] lr: 1.000e-04, eta: 2:45:17, time: 0.808, data_time: 0.003, memory: 3025, loss_cls: 2.1204, loss: 2.1204, grad_norm: 3.9616 2020-10-16 10:25:19,627 - mmaction - INFO - Epoch [94][1420/1743] lr: 1.000e-04, eta: 2:44:59, time: 0.807, data_time: 0.011, memory: 3025, loss_cls: 2.1260, loss: 2.1260, grad_norm: 3.9252 2020-10-16 10:25:35,946 - mmaction - INFO - Epoch [94][1440/1743] lr: 1.000e-04, eta: 2:44:40, time: 0.816, data_time: 0.004, memory: 3025, loss_cls: 2.1609, loss: 2.1609, grad_norm: 3.9855 2020-10-16 10:25:51,792 - mmaction - INFO - Epoch [94][1460/1743] lr: 1.000e-04, eta: 2:44:22, time: 0.795, data_time: 0.005, memory: 3025, loss_cls: 2.1361, loss: 2.1361, grad_norm: 3.9571 2020-10-16 10:26:07,400 - mmaction - INFO - Epoch [94][1480/1743] lr: 1.000e-04, eta: 2:44:03, time: 0.779, data_time: 0.004, memory: 3025, loss_cls: 2.1055, loss: 2.1055, grad_norm: 3.9369 2020-10-16 10:26:23,956 - mmaction - INFO - Epoch [94][1500/1743] lr: 1.000e-04, eta: 2:43:45, time: 0.825, data_time: 0.004, memory: 3025, loss_cls: 2.1342, loss: 2.1342, grad_norm: 3.9849 2020-10-16 10:26:40,326 - mmaction - INFO - Epoch [94][1520/1743] lr: 1.000e-04, eta: 2:43:26, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.1481, loss: 2.1481, grad_norm: 3.9911 2020-10-16 10:26:56,393 - mmaction - INFO - Epoch [94][1540/1743] lr: 1.000e-04, eta: 2:43:08, time: 0.802, data_time: 0.011, memory: 3025, loss_cls: 2.1386, loss: 2.1386, grad_norm: 3.9842 2020-10-16 10:27:12,411 - mmaction - INFO - Epoch [94][1560/1743] lr: 1.000e-04, eta: 2:42:49, time: 0.798, data_time: 0.010, memory: 3025, loss_cls: 2.1296, loss: 2.1296, grad_norm: 4.0306 2020-10-16 10:27:28,202 - mmaction - INFO - Epoch [94][1580/1743] lr: 1.000e-04, eta: 2:42:31, time: 0.795, data_time: 0.013, memory: 3025, loss_cls: 2.1515, loss: 2.1515, grad_norm: 4.0220 2020-10-16 10:27:44,354 - mmaction - INFO - Epoch [94][1600/1743] lr: 1.000e-04, eta: 2:42:12, time: 0.807, data_time: 0.008, memory: 3025, loss_cls: 2.0942, loss: 2.0942, grad_norm: 3.8893 2020-10-16 10:28:00,692 - mmaction - INFO - Epoch [94][1620/1743] lr: 1.000e-04, eta: 2:41:54, time: 0.820, data_time: 0.010, memory: 3025, loss_cls: 2.1423, loss: 2.1423, grad_norm: 3.9885 2020-10-16 10:28:16,571 - mmaction - INFO - Epoch [94][1640/1743] lr: 1.000e-04, eta: 2:41:35, time: 0.792, data_time: 0.008, memory: 3025, loss_cls: 2.1206, loss: 2.1206, grad_norm: 3.9604 2020-10-16 10:28:32,320 - mmaction - INFO - Epoch [94][1660/1743] lr: 1.000e-04, eta: 2:41:17, time: 0.788, data_time: 0.007, memory: 3025, loss_cls: 2.1180, loss: 2.1180, grad_norm: 3.9692 2020-10-16 10:28:48,337 - mmaction - INFO - Epoch [94][1680/1743] lr: 1.000e-04, eta: 2:40:58, time: 0.801, data_time: 0.007, memory: 3025, loss_cls: 2.1489, loss: 2.1489, grad_norm: 4.0149 2020-10-16 10:29:04,381 - mmaction - INFO - Epoch [94][1700/1743] lr: 1.000e-04, eta: 2:40:40, time: 0.801, data_time: 0.008, memory: 3025, loss_cls: 2.1078, loss: 2.1078, grad_norm: 3.9703 2020-10-16 10:29:20,186 - mmaction - INFO - Epoch [94][1720/1743] lr: 1.000e-04, eta: 2:40:21, time: 0.796, data_time: 0.008, memory: 3025, loss_cls: 2.1387, loss: 2.1387, grad_norm: 3.9512 2020-10-16 10:29:36,495 - mmaction - INFO - Epoch [94][1740/1743] lr: 1.000e-04, eta: 2:40:03, time: 0.815, data_time: 0.001, memory: 3025, loss_cls: 2.1115, loss: 2.1115, grad_norm: 3.9933 2020-10-16 10:30:13,359 - mmaction - INFO - Epoch [95][20/1743] lr: 1.000e-04, eta: 2:39:42, time: 1.702, data_time: 0.797, memory: 3025, loss_cls: 2.1245, loss: 2.1245, grad_norm: 3.9650 2020-10-16 10:30:30,312 - mmaction - INFO - Epoch [95][40/1743] lr: 1.000e-04, eta: 2:39:24, time: 0.851, data_time: 0.019, memory: 3025, loss_cls: 2.0922, loss: 2.0922, grad_norm: 3.9745 2020-10-16 10:30:47,720 - mmaction - INFO - Epoch [95][60/1743] lr: 1.000e-04, eta: 2:39:06, time: 0.867, data_time: 0.002, memory: 3025, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.9808 2020-10-16 10:31:05,190 - mmaction - INFO - Epoch [95][80/1743] lr: 1.000e-04, eta: 2:38:47, time: 0.872, data_time: 0.005, memory: 3025, loss_cls: 2.1269, loss: 2.1269, grad_norm: 3.9899 2020-10-16 10:31:21,199 - mmaction - INFO - Epoch [95][100/1743] lr: 1.000e-04, eta: 2:38:29, time: 0.805, data_time: 0.007, memory: 3025, loss_cls: 2.1416, loss: 2.1416, grad_norm: 3.9513 2020-10-16 10:31:36,945 - mmaction - INFO - Epoch [95][120/1743] lr: 1.000e-04, eta: 2:38:10, time: 0.784, data_time: 0.001, memory: 3025, loss_cls: 2.1457, loss: 2.1457, grad_norm: 3.9851 2020-10-16 10:31:53,233 - mmaction - INFO - Epoch [95][140/1743] lr: 1.000e-04, eta: 2:37:52, time: 0.817, data_time: 0.005, memory: 3025, loss_cls: 2.1625, loss: 2.1625, grad_norm: 4.0156 2020-10-16 10:32:09,467 - mmaction - INFO - Epoch [95][160/1743] lr: 1.000e-04, eta: 2:37:33, time: 0.806, data_time: 0.002, memory: 3025, loss_cls: 2.1333, loss: 2.1333, grad_norm: 3.9480 2020-10-16 10:32:25,142 - mmaction - INFO - Epoch [95][180/1743] lr: 1.000e-04, eta: 2:37:15, time: 0.785, data_time: 0.008, memory: 3025, loss_cls: 2.1492, loss: 2.1492, grad_norm: 4.0034 2020-10-16 10:32:40,744 - mmaction - INFO - Epoch [95][200/1743] lr: 1.000e-04, eta: 2:36:56, time: 0.782, data_time: 0.006, memory: 3025, loss_cls: 2.1058, loss: 2.1058, grad_norm: 3.9758 2020-10-16 10:32:57,330 - mmaction - INFO - Epoch [95][220/1743] lr: 1.000e-04, eta: 2:36:38, time: 0.826, data_time: 0.004, memory: 3025, loss_cls: 2.1437, loss: 2.1437, grad_norm: 3.9376 2020-10-16 10:33:13,351 - mmaction - INFO - Epoch [95][240/1743] lr: 1.000e-04, eta: 2:36:19, time: 0.806, data_time: 0.008, memory: 3025, loss_cls: 2.1418, loss: 2.1418, grad_norm: 3.9581 2020-10-16 10:33:29,862 - mmaction - INFO - Epoch [95][260/1743] lr: 1.000e-04, eta: 2:36:01, time: 0.822, data_time: 0.003, memory: 3025, loss_cls: 2.1128, loss: 2.1128, grad_norm: 3.9286 2020-10-16 10:33:46,429 - mmaction - INFO - Epoch [95][280/1743] lr: 1.000e-04, eta: 2:35:42, time: 0.829, data_time: 0.008, memory: 3025, loss_cls: 2.1512, loss: 2.1512, grad_norm: 3.9603 2020-10-16 10:34:02,500 - mmaction - INFO - Epoch [95][300/1743] lr: 1.000e-04, eta: 2:35:24, time: 0.803, data_time: 0.009, memory: 3025, loss_cls: 2.1478, loss: 2.1478, grad_norm: 3.9640 2020-10-16 10:34:18,322 - mmaction - INFO - Epoch [95][320/1743] lr: 1.000e-04, eta: 2:35:05, time: 0.793, data_time: 0.007, memory: 3025, loss_cls: 2.0911, loss: 2.0911, grad_norm: 3.9370 2020-10-16 10:34:34,372 - mmaction - INFO - Epoch [95][340/1743] lr: 1.000e-04, eta: 2:34:47, time: 0.802, data_time: 0.005, memory: 3025, loss_cls: 2.1465, loss: 2.1465, grad_norm: 4.1473 2020-10-16 10:34:50,275 - mmaction - INFO - Epoch [95][360/1743] lr: 1.000e-04, eta: 2:34:28, time: 0.793, data_time: 0.005, memory: 3025, loss_cls: 2.1337, loss: 2.1337, grad_norm: 3.9705 2020-10-16 10:35:06,118 - mmaction - INFO - Epoch [95][380/1743] lr: 1.000e-04, eta: 2:34:10, time: 0.796, data_time: 0.010, memory: 3025, loss_cls: 2.1514, loss: 2.1514, grad_norm: 4.0896 2020-10-16 10:35:22,074 - mmaction - INFO - Epoch [95][400/1743] lr: 1.000e-04, eta: 2:33:51, time: 0.799, data_time: 0.007, memory: 3025, loss_cls: 2.1232, loss: 2.1232, grad_norm: 3.9191 2020-10-16 10:35:38,529 - mmaction - INFO - Epoch [95][420/1743] lr: 1.000e-04, eta: 2:33:33, time: 0.820, data_time: 0.002, memory: 3025, loss_cls: 2.1555, loss: 2.1555, grad_norm: 3.9508 2020-10-16 10:35:54,941 - mmaction - INFO - Epoch [95][440/1743] lr: 1.000e-04, eta: 2:33:14, time: 0.818, data_time: 0.005, memory: 3025, loss_cls: 2.1126, loss: 2.1126, grad_norm: 3.9543 2020-10-16 10:36:11,202 - mmaction - INFO - Epoch [95][460/1743] lr: 1.000e-04, eta: 2:32:56, time: 0.820, data_time: 0.010, memory: 3025, loss_cls: 2.1370, loss: 2.1370, grad_norm: 3.9467 2020-10-16 10:36:27,674 - mmaction - INFO - Epoch [95][480/1743] lr: 1.000e-04, eta: 2:32:37, time: 0.812, data_time: 0.003, memory: 3025, loss_cls: 2.1422, loss: 2.1422, grad_norm: 4.0108 2020-10-16 10:36:43,436 - mmaction - INFO - Epoch [95][500/1743] lr: 1.000e-04, eta: 2:32:19, time: 0.793, data_time: 0.014, memory: 3025, loss_cls: 2.1551, loss: 2.1551, grad_norm: 4.0043 2020-10-16 10:36:59,153 - mmaction - INFO - Epoch [95][520/1743] lr: 1.000e-04, eta: 2:32:00, time: 0.792, data_time: 0.008, memory: 3025, loss_cls: 2.1106, loss: 2.1106, grad_norm: 3.9534 2020-10-16 10:37:15,480 - mmaction - INFO - Epoch [95][540/1743] lr: 1.000e-04, eta: 2:31:42, time: 0.808, data_time: 0.002, memory: 3025, loss_cls: 2.1165, loss: 2.1165, grad_norm: 4.0181 2020-10-16 10:37:32,017 - mmaction - INFO - Epoch [95][560/1743] lr: 1.000e-04, eta: 2:31:23, time: 0.831, data_time: 0.010, memory: 3025, loss_cls: 2.1180, loss: 2.1180, grad_norm: 3.9277 2020-10-16 10:37:47,193 - mmaction - INFO - Epoch [95][580/1743] lr: 1.000e-04, eta: 2:31:05, time: 0.759, data_time: 0.006, memory: 3025, loss_cls: 2.1505, loss: 2.1505, grad_norm: 4.0478 2020-10-16 10:38:03,572 - mmaction - INFO - Epoch [95][600/1743] lr: 1.000e-04, eta: 2:30:46, time: 0.823, data_time: 0.004, memory: 3025, loss_cls: 2.1521, loss: 2.1521, grad_norm: 4.0186 2020-10-16 10:38:19,718 - mmaction - INFO - Epoch [95][620/1743] lr: 1.000e-04, eta: 2:30:28, time: 0.800, data_time: 0.003, memory: 3025, loss_cls: 2.1457, loss: 2.1457, grad_norm: 4.0486 2020-10-16 10:38:35,648 - mmaction - INFO - Epoch [95][640/1743] lr: 1.000e-04, eta: 2:30:09, time: 0.802, data_time: 0.009, memory: 3025, loss_cls: 2.1402, loss: 2.1402, grad_norm: 3.9800 2020-10-16 10:38:51,809 - mmaction - INFO - Epoch [95][660/1743] lr: 1.000e-04, eta: 2:29:51, time: 0.801, data_time: 0.005, memory: 3025, loss_cls: 2.1075, loss: 2.1075, grad_norm: 3.9849 2020-10-16 10:39:07,768 - mmaction - INFO - Epoch [95][680/1743] lr: 1.000e-04, eta: 2:29:32, time: 0.803, data_time: 0.011, memory: 3025, loss_cls: 2.1351, loss: 2.1351, grad_norm: 3.9897 2020-10-16 10:39:23,269 - mmaction - INFO - Epoch [95][700/1743] lr: 1.000e-04, eta: 2:29:14, time: 0.778, data_time: 0.005, memory: 3025, loss_cls: 2.1469, loss: 2.1469, grad_norm: 3.9877 2020-10-16 10:39:40,165 - mmaction - INFO - Epoch [95][720/1743] lr: 1.000e-04, eta: 2:28:55, time: 0.838, data_time: 0.006, memory: 3025, loss_cls: 2.1337, loss: 2.1337, grad_norm: 4.0928 2020-10-16 10:39:56,196 - mmaction - INFO - Epoch [95][740/1743] lr: 1.000e-04, eta: 2:28:37, time: 0.807, data_time: 0.009, memory: 3025, loss_cls: 2.1314, loss: 2.1314, grad_norm: 3.9700 2020-10-16 10:40:12,351 - mmaction - INFO - Epoch [95][760/1743] lr: 1.000e-04, eta: 2:28:18, time: 0.804, data_time: 0.004, memory: 3025, loss_cls: 2.1330, loss: 2.1330, grad_norm: 3.9982 2020-10-16 10:40:28,413 - mmaction - INFO - Epoch [95][780/1743] lr: 1.000e-04, eta: 2:28:00, time: 0.807, data_time: 0.011, memory: 3025, loss_cls: 2.1502, loss: 2.1502, grad_norm: 4.0268 2020-10-16 10:40:44,208 - mmaction - INFO - Epoch [95][800/1743] lr: 1.000e-04, eta: 2:27:41, time: 0.791, data_time: 0.004, memory: 3025, loss_cls: 2.1609, loss: 2.1609, grad_norm: 4.0179 2020-10-16 10:41:00,507 - mmaction - INFO - Epoch [95][820/1743] lr: 1.000e-04, eta: 2:27:23, time: 0.813, data_time: 0.002, memory: 3025, loss_cls: 2.1259, loss: 2.1259, grad_norm: 4.0738 2020-10-16 10:41:16,550 - mmaction - INFO - Epoch [95][840/1743] lr: 1.000e-04, eta: 2:27:04, time: 0.805, data_time: 0.006, memory: 3025, loss_cls: 2.1232, loss: 2.1232, grad_norm: 4.0005 2020-10-16 10:41:33,105 - mmaction - INFO - Epoch [95][860/1743] lr: 1.000e-04, eta: 2:26:46, time: 0.828, data_time: 0.004, memory: 3025, loss_cls: 2.1393, loss: 2.1393, grad_norm: 3.9513 2020-10-16 10:41:48,676 - mmaction - INFO - Epoch [95][880/1743] lr: 1.000e-04, eta: 2:26:27, time: 0.776, data_time: 0.001, memory: 3025, loss_cls: 2.1217, loss: 2.1217, grad_norm: 4.0080 2020-10-16 10:42:05,073 - mmaction - INFO - Epoch [95][900/1743] lr: 1.000e-04, eta: 2:26:09, time: 0.822, data_time: 0.004, memory: 3025, loss_cls: 2.0951, loss: 2.0951, grad_norm: 3.9513 2020-10-16 10:42:21,710 - mmaction - INFO - Epoch [95][920/1743] lr: 1.000e-04, eta: 2:25:50, time: 0.826, data_time: 0.003, memory: 3025, loss_cls: 2.1480, loss: 2.1480, grad_norm: 4.0030 2020-10-16 10:42:37,449 - mmaction - INFO - Epoch [95][940/1743] lr: 1.000e-04, eta: 2:25:32, time: 0.788, data_time: 0.008, memory: 3025, loss_cls: 2.1475, loss: 2.1475, grad_norm: 3.9353 2020-10-16 10:42:53,563 - mmaction - INFO - Epoch [95][960/1743] lr: 1.000e-04, eta: 2:25:13, time: 0.808, data_time: 0.008, memory: 3025, loss_cls: 2.1288, loss: 2.1288, grad_norm: 4.0108 2020-10-16 10:43:09,225 - mmaction - INFO - Epoch [95][980/1743] lr: 1.000e-04, eta: 2:24:55, time: 0.783, data_time: 0.005, memory: 3025, loss_cls: 2.1369, loss: 2.1369, grad_norm: 3.9836 2020-10-16 10:43:26,116 - mmaction - INFO - Epoch [95][1000/1743] lr: 1.000e-04, eta: 2:24:37, time: 0.846, data_time: 0.004, memory: 3025, loss_cls: 2.1480, loss: 2.1480, grad_norm: 4.0355 2020-10-16 10:43:42,353 - mmaction - INFO - Epoch [95][1020/1743] lr: 1.000e-04, eta: 2:24:18, time: 0.811, data_time: 0.005, memory: 3025, loss_cls: 2.1113, loss: 2.1113, grad_norm: 3.9255 2020-10-16 10:43:58,894 - mmaction - INFO - Epoch [95][1040/1743] lr: 1.000e-04, eta: 2:24:00, time: 0.821, data_time: 0.004, memory: 3025, loss_cls: 2.1390, loss: 2.1390, grad_norm: 4.0747 2020-10-16 10:44:14,742 - mmaction - INFO - Epoch [95][1060/1743] lr: 1.000e-04, eta: 2:23:41, time: 0.796, data_time: 0.012, memory: 3025, loss_cls: 2.1688, loss: 2.1688, grad_norm: 4.1231 2020-10-16 10:44:30,737 - mmaction - INFO - Epoch [95][1080/1743] lr: 1.000e-04, eta: 2:23:23, time: 0.804, data_time: 0.006, memory: 3025, loss_cls: 2.0867, loss: 2.0867, grad_norm: 3.9211 2020-10-16 10:44:47,051 - mmaction - INFO - Epoch [95][1100/1743] lr: 1.000e-04, eta: 2:23:04, time: 0.807, data_time: 0.002, memory: 3025, loss_cls: 2.1538, loss: 2.1538, grad_norm: 4.0144 2020-10-16 10:45:03,241 - mmaction - INFO - Epoch [95][1120/1743] lr: 1.000e-04, eta: 2:22:46, time: 0.816, data_time: 0.014, memory: 3025, loss_cls: 2.1284, loss: 2.1284, grad_norm: 3.9356 2020-10-16 10:45:19,385 - mmaction - INFO - Epoch [95][1140/1743] lr: 1.000e-04, eta: 2:22:27, time: 0.803, data_time: 0.005, memory: 3025, loss_cls: 2.1404, loss: 2.1404, grad_norm: 4.0277 2020-10-16 10:45:35,393 - mmaction - INFO - Epoch [95][1160/1743] lr: 1.000e-04, eta: 2:22:09, time: 0.800, data_time: 0.009, memory: 3025, loss_cls: 2.1610, loss: 2.1610, grad_norm: 4.0482 2020-10-16 10:45:51,829 - mmaction - INFO - Epoch [95][1180/1743] lr: 1.000e-04, eta: 2:21:50, time: 0.825, data_time: 0.011, memory: 3025, loss_cls: 2.1149, loss: 2.1149, grad_norm: 3.9297 2020-10-16 10:46:08,167 - mmaction - INFO - Epoch [95][1200/1743] lr: 1.000e-04, eta: 2:21:32, time: 0.817, data_time: 0.008, memory: 3025, loss_cls: 2.1273, loss: 2.1273, grad_norm: 3.9969 2020-10-16 10:46:24,378 - mmaction - INFO - Epoch [95][1220/1743] lr: 1.000e-04, eta: 2:21:13, time: 0.811, data_time: 0.005, memory: 3025, loss_cls: 2.1527, loss: 2.1527, grad_norm: 4.0800 2020-10-16 10:46:40,623 - mmaction - INFO - Epoch [95][1240/1743] lr: 1.000e-04, eta: 2:20:55, time: 0.807, data_time: 0.004, memory: 3025, loss_cls: 2.1282, loss: 2.1282, grad_norm: 3.9664 2020-10-16 10:46:56,454 - mmaction - INFO - Epoch [95][1260/1743] lr: 1.000e-04, eta: 2:20:36, time: 0.791, data_time: 0.014, memory: 3025, loss_cls: 2.1465, loss: 2.1465, grad_norm: 4.0272 2020-10-16 10:47:13,375 - mmaction - INFO - Epoch [95][1280/1743] lr: 1.000e-04, eta: 2:20:18, time: 0.848, data_time: 0.010, memory: 3025, loss_cls: 2.1714, loss: 2.1714, grad_norm: 4.0705 2020-10-16 10:47:29,222 - mmaction - INFO - Epoch [95][1300/1743] lr: 1.000e-04, eta: 2:20:00, time: 0.798, data_time: 0.009, memory: 3025, loss_cls: 2.1764, loss: 2.1764, grad_norm: 3.9862 2020-10-16 10:47:45,599 - mmaction - INFO - Epoch [95][1320/1743] lr: 1.000e-04, eta: 2:19:41, time: 0.817, data_time: 0.003, memory: 3025, loss_cls: 2.1667, loss: 2.1667, grad_norm: 4.0533 2020-10-16 10:48:02,136 - mmaction - INFO - Epoch [95][1340/1743] lr: 1.000e-04, eta: 2:19:23, time: 0.826, data_time: 0.005, memory: 3025, loss_cls: 2.1464, loss: 2.1464, grad_norm: 3.9741 2020-10-16 10:48:17,926 - mmaction - INFO - Epoch [95][1360/1743] lr: 1.000e-04, eta: 2:19:04, time: 0.792, data_time: 0.005, memory: 3025, loss_cls: 2.1324, loss: 2.1324, grad_norm: 3.9850 2020-10-16 10:48:34,516 - mmaction - INFO - Epoch [95][1380/1743] lr: 1.000e-04, eta: 2:18:46, time: 0.826, data_time: 0.007, memory: 3025, loss_cls: 2.1433, loss: 2.1433, grad_norm: 3.9890 2020-10-16 10:48:50,736 - mmaction - INFO - Epoch [95][1400/1743] lr: 1.000e-04, eta: 2:18:27, time: 0.814, data_time: 0.007, memory: 3025, loss_cls: 2.1209, loss: 2.1209, grad_norm: 3.9499 2020-10-16 10:49:07,192 - mmaction - INFO - Epoch [95][1420/1743] lr: 1.000e-04, eta: 2:18:09, time: 0.824, data_time: 0.004, memory: 3025, loss_cls: 2.1349, loss: 2.1349, grad_norm: 3.9614 2020-10-16 10:49:24,345 - mmaction - INFO - Epoch [95][1440/1743] lr: 1.000e-04, eta: 2:17:50, time: 0.855, data_time: 0.002, memory: 3025, loss_cls: 2.1204, loss: 2.1204, grad_norm: 3.9711 2020-10-16 10:49:40,549 - mmaction - INFO - Epoch [95][1460/1743] lr: 1.000e-04, eta: 2:17:32, time: 0.810, data_time: 0.005, memory: 3025, loss_cls: 2.1514, loss: 2.1514, grad_norm: 4.0824 2020-10-16 10:49:56,923 - mmaction - INFO - Epoch [95][1480/1743] lr: 1.000e-04, eta: 2:17:13, time: 0.814, data_time: 0.006, memory: 3025, loss_cls: 2.1462, loss: 2.1462, grad_norm: 3.9785 2020-10-16 10:50:12,809 - mmaction - INFO - Epoch [95][1500/1743] lr: 1.000e-04, eta: 2:16:55, time: 0.799, data_time: 0.011, memory: 3025, loss_cls: 2.0870, loss: 2.0870, grad_norm: 3.9291 2020-10-16 10:50:29,356 - mmaction - INFO - Epoch [95][1520/1743] lr: 1.000e-04, eta: 2:16:37, time: 0.826, data_time: 0.009, memory: 3025, loss_cls: 2.1448, loss: 2.1448, grad_norm: 4.0106 2020-10-16 10:50:45,435 - mmaction - INFO - Epoch [95][1540/1743] lr: 1.000e-04, eta: 2:16:18, time: 0.808, data_time: 0.006, memory: 3025, loss_cls: 2.1423, loss: 2.1423, grad_norm: 4.0147 2020-10-16 10:51:00,808 - mmaction - INFO - Epoch [95][1560/1743] lr: 1.000e-04, eta: 2:16:00, time: 0.769, data_time: 0.002, memory: 3025, loss_cls: 2.1467, loss: 2.1467, grad_norm: 3.9916 2020-10-16 10:51:16,782 - mmaction - INFO - Epoch [95][1580/1743] lr: 1.000e-04, eta: 2:15:41, time: 0.798, data_time: 0.003, memory: 3025, loss_cls: 2.1692, loss: 2.1692, grad_norm: 4.0453 2020-10-16 10:51:33,487 - mmaction - INFO - Epoch [95][1600/1743] lr: 1.000e-04, eta: 2:15:23, time: 0.835, data_time: 0.002, memory: 3025, loss_cls: 2.1550, loss: 2.1550, grad_norm: 4.0225 2020-10-16 10:51:48,657 - mmaction - INFO - Epoch [95][1620/1743] lr: 1.000e-04, eta: 2:15:04, time: 0.758, data_time: 0.002, memory: 3025, loss_cls: 2.1791, loss: 2.1791, grad_norm: 4.0892 2020-10-16 10:52:05,213 - mmaction - INFO - Epoch [95][1640/1743] lr: 1.000e-04, eta: 2:14:46, time: 0.826, data_time: 0.002, memory: 3025, loss_cls: 2.0962, loss: 2.0962, grad_norm: 3.9441 2020-10-16 10:52:21,582 - mmaction - INFO - Epoch [95][1660/1743] lr: 1.000e-04, eta: 2:14:27, time: 0.822, data_time: 0.007, memory: 3025, loss_cls: 2.1564, loss: 2.1564, grad_norm: 3.9775 2020-10-16 10:52:37,708 - mmaction - INFO - Epoch [95][1680/1743] lr: 1.000e-04, eta: 2:14:09, time: 0.805, data_time: 0.002, memory: 3025, loss_cls: 2.1020, loss: 2.1020, grad_norm: 3.9609 2020-10-16 10:52:53,974 - mmaction - INFO - Epoch [95][1700/1743] lr: 1.000e-04, eta: 2:13:50, time: 0.813, data_time: 0.003, memory: 3025, loss_cls: 2.1525, loss: 2.1525, grad_norm: 4.0408 2020-10-16 10:53:10,637 - mmaction - INFO - Epoch [95][1720/1743] lr: 1.000e-04, eta: 2:13:32, time: 0.832, data_time: 0.003, memory: 3025, loss_cls: 2.1735, loss: 2.1735, grad_norm: 3.9980 2020-10-16 10:53:27,255 - mmaction - INFO - Epoch [95][1740/1743] lr: 1.000e-04, eta: 2:13:14, time: 0.831, data_time: 0.004, memory: 3025, loss_cls: 2.1399, loss: 2.1399, grad_norm: 3.9456 2020-10-16 10:53:31,469 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-10-16 10:55:23,412 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-16 10:55:28,949 - mmaction - INFO - mean_average_precision 0.7252 2020-10-16 10:55:29,028 - mmaction - INFO - Epoch(val) [95][1743] mean_average_precision: 0.7252 2020-10-16 10:55:55,263 - mmaction - INFO - Epoch [96][20/1743] lr: 1.000e-04, eta: 2:12:53, time: 1.307, data_time: 0.881, memory: 3025, loss_cls: 2.1448, loss: 2.1448, grad_norm: 4.0062 2020-10-16 10:56:11,211 - mmaction - INFO - Epoch [96][40/1743] lr: 1.000e-04, eta: 2:12:34, time: 0.800, data_time: 0.338, memory: 3025, loss_cls: 2.1811, loss: 2.1811, grad_norm: 4.0426 2020-10-16 10:56:27,932 - mmaction - INFO - Epoch [96][60/1743] lr: 1.000e-04, eta: 2:12:16, time: 0.833, data_time: 0.373, memory: 3025, loss_cls: 2.1103, loss: 2.1103, grad_norm: 3.8782 2020-10-16 10:56:44,134 - mmaction - INFO - Epoch [96][80/1743] lr: 1.000e-04, eta: 2:11:57, time: 0.808, data_time: 0.351, memory: 3025, loss_cls: 2.1380, loss: 2.1380, grad_norm: 3.9421 2020-10-16 10:56:59,750 - mmaction - INFO - Epoch [96][100/1743] lr: 1.000e-04, eta: 2:11:39, time: 0.788, data_time: 0.335, memory: 3025, loss_cls: 2.1521, loss: 2.1521, grad_norm: 4.0004 2020-10-16 10:57:15,718 - mmaction - INFO - Epoch [96][120/1743] lr: 1.000e-04, eta: 2:11:20, time: 0.795, data_time: 0.339, memory: 3025, loss_cls: 2.1207, loss: 2.1207, grad_norm: 3.9772 2020-10-16 10:57:31,685 - mmaction - INFO - Epoch [96][140/1743] lr: 1.000e-04, eta: 2:11:02, time: 0.795, data_time: 0.330, memory: 3025, loss_cls: 2.1466, loss: 2.1466, grad_norm: 4.0488 2020-10-16 10:57:47,270 - mmaction - INFO - Epoch [96][160/1743] lr: 1.000e-04, eta: 2:10:44, time: 0.784, data_time: 0.319, memory: 3025, loss_cls: 2.1450, loss: 2.1450, grad_norm: 3.9483 2020-10-16 10:58:03,188 - mmaction - INFO - Epoch [96][180/1743] lr: 1.000e-04, eta: 2:10:25, time: 0.788, data_time: 0.333, memory: 3025, loss_cls: 2.0866, loss: 2.0866, grad_norm: 3.9183 2020-10-16 10:58:19,456 - mmaction - INFO - Epoch [96][200/1743] lr: 1.000e-04, eta: 2:10:07, time: 0.818, data_time: 0.330, memory: 3025, loss_cls: 2.1906, loss: 2.1906, grad_norm: 4.0280 2020-10-16 10:58:35,387 - mmaction - INFO - Epoch [96][220/1743] lr: 1.000e-04, eta: 2:09:48, time: 0.789, data_time: 0.316, memory: 3025, loss_cls: 2.1974, loss: 2.1974, grad_norm: 4.0623 2020-10-16 10:58:51,408 - mmaction - INFO - Epoch [96][240/1743] lr: 1.000e-04, eta: 2:09:30, time: 0.807, data_time: 0.333, memory: 3025, loss_cls: 2.1086, loss: 2.1086, grad_norm: 3.9678 2020-10-16 10:59:07,683 - mmaction - INFO - Epoch [96][260/1743] lr: 1.000e-04, eta: 2:09:11, time: 0.820, data_time: 0.327, memory: 3025, loss_cls: 2.1376, loss: 2.1376, grad_norm: 3.9764 2020-10-16 10:59:23,264 - mmaction - INFO - Epoch [96][280/1743] lr: 1.000e-04, eta: 2:08:53, time: 0.775, data_time: 0.305, memory: 3025, loss_cls: 2.1257, loss: 2.1257, grad_norm: 4.0099 2020-10-16 10:59:39,121 - mmaction - INFO - Epoch [96][300/1743] lr: 1.000e-04, eta: 2:08:34, time: 0.792, data_time: 0.327, memory: 3025, loss_cls: 2.1284, loss: 2.1284, grad_norm: 4.0251 2020-10-16 10:59:55,559 - mmaction - INFO - Epoch [96][320/1743] lr: 1.000e-04, eta: 2:08:16, time: 0.819, data_time: 0.339, memory: 3025, loss_cls: 2.1650, loss: 2.1650, grad_norm: 4.0131 2020-10-16 11:00:11,779 - mmaction - INFO - Epoch [96][340/1743] lr: 1.000e-04, eta: 2:07:57, time: 0.812, data_time: 0.351, memory: 3025, loss_cls: 2.1156, loss: 2.1156, grad_norm: 3.8915 2020-10-16 11:00:27,833 - mmaction - INFO - Epoch [96][360/1743] lr: 1.000e-04, eta: 2:07:39, time: 0.801, data_time: 0.298, memory: 3025, loss_cls: 2.1399, loss: 2.1399, grad_norm: 4.0529 2020-10-16 11:00:43,842 - mmaction - INFO - Epoch [96][380/1743] lr: 1.000e-04, eta: 2:07:21, time: 0.807, data_time: 0.349, memory: 3025, loss_cls: 2.1663, loss: 2.1663, grad_norm: 4.0916 2020-10-16 11:01:00,161 - mmaction - INFO - Epoch [96][400/1743] lr: 1.000e-04, eta: 2:07:02, time: 0.817, data_time: 0.328, memory: 3025, loss_cls: 2.1567, loss: 2.1567, grad_norm: 4.0071 2020-10-16 11:01:16,903 - mmaction - INFO - Epoch [96][420/1743] lr: 1.000e-04, eta: 2:06:44, time: 0.835, data_time: 0.324, memory: 3025, loss_cls: 2.1422, loss: 2.1422, grad_norm: 3.9575 2020-10-16 11:01:32,081 - mmaction - INFO - Epoch [96][440/1743] lr: 1.000e-04, eta: 2:06:25, time: 0.757, data_time: 0.292, memory: 3025, loss_cls: 2.1273, loss: 2.1273, grad_norm: 4.0069 2020-10-16 11:01:48,148 - mmaction - INFO - Epoch [96][460/1743] lr: 1.000e-04, eta: 2:06:07, time: 0.804, data_time: 0.316, memory: 3025, loss_cls: 2.1572, loss: 2.1572, grad_norm: 4.0511 2020-10-16 11:02:04,465 - mmaction - INFO - Epoch [96][480/1743] lr: 1.000e-04, eta: 2:05:48, time: 0.813, data_time: 0.369, memory: 3025, loss_cls: 2.1243, loss: 2.1243, grad_norm: 4.0434 2020-10-16 11:02:20,206 - mmaction - INFO - Epoch [96][500/1743] lr: 1.000e-04, eta: 2:05:30, time: 0.787, data_time: 0.321, memory: 3025, loss_cls: 2.1234, loss: 2.1234, grad_norm: 4.0014 2020-10-16 11:02:36,252 - mmaction - INFO - Epoch [96][520/1743] lr: 1.000e-04, eta: 2:05:11, time: 0.803, data_time: 0.312, memory: 3025, loss_cls: 2.1027, loss: 2.1027, grad_norm: 3.9703 2020-10-16 11:02:52,097 - mmaction - INFO - Epoch [96][540/1743] lr: 1.000e-04, eta: 2:04:53, time: 0.791, data_time: 0.297, memory: 3025, loss_cls: 2.1397, loss: 2.1397, grad_norm: 4.0418 2020-10-16 11:03:07,895 - mmaction - INFO - Epoch [96][560/1743] lr: 1.000e-04, eta: 2:04:34, time: 0.791, data_time: 0.305, memory: 3025, loss_cls: 2.1580, loss: 2.1580, grad_norm: 3.9960 2020-10-16 11:03:23,651 - mmaction - INFO - Epoch [96][580/1743] lr: 1.000e-04, eta: 2:04:16, time: 0.789, data_time: 0.331, memory: 3025, loss_cls: 2.1079, loss: 2.1079, grad_norm: 3.9297 2020-10-16 11:03:38,796 - mmaction - INFO - Epoch [96][600/1743] lr: 1.000e-04, eta: 2:03:58, time: 0.762, data_time: 0.324, memory: 3025, loss_cls: 2.1042, loss: 2.1042, grad_norm: 3.9641 2020-10-16 11:03:54,083 - mmaction - INFO - Epoch [96][620/1743] lr: 1.000e-04, eta: 2:03:39, time: 0.762, data_time: 0.341, memory: 3025, loss_cls: 2.1250, loss: 2.1250, grad_norm: 4.0025 2020-10-16 11:04:10,340 - mmaction - INFO - Epoch [96][640/1743] lr: 1.000e-04, eta: 2:03:21, time: 0.814, data_time: 0.308, memory: 3025, loss_cls: 2.1373, loss: 2.1373, grad_norm: 3.9866 2020-10-16 11:04:25,918 - mmaction - INFO - Epoch [96][660/1743] lr: 1.000e-04, eta: 2:03:02, time: 0.781, data_time: 0.243, memory: 3025, loss_cls: 2.1240, loss: 2.1240, grad_norm: 3.9364 2020-10-16 11:04:41,967 - mmaction - INFO - Epoch [96][680/1743] lr: 1.000e-04, eta: 2:02:44, time: 0.797, data_time: 0.308, memory: 3025, loss_cls: 2.1313, loss: 2.1313, grad_norm: 3.9976 2020-10-16 11:04:58,236 - mmaction - INFO - Epoch [96][700/1743] lr: 1.000e-04, eta: 2:02:25, time: 0.812, data_time: 0.324, memory: 3025, loss_cls: 2.1692, loss: 2.1692, grad_norm: 4.0787 2020-10-16 11:05:14,491 - mmaction - INFO - Epoch [96][720/1743] lr: 1.000e-04, eta: 2:02:07, time: 0.818, data_time: 0.314, memory: 3025, loss_cls: 2.1303, loss: 2.1303, grad_norm: 3.9537 2020-10-16 11:05:30,172 - mmaction - INFO - Epoch [96][740/1743] lr: 1.000e-04, eta: 2:01:48, time: 0.785, data_time: 0.285, memory: 3025, loss_cls: 2.1217, loss: 2.1217, grad_norm: 3.9944 2020-10-16 11:05:46,532 - mmaction - INFO - Epoch [96][760/1743] lr: 1.000e-04, eta: 2:01:30, time: 0.815, data_time: 0.304, memory: 3025, loss_cls: 2.1661, loss: 2.1661, grad_norm: 4.0234 2020-10-16 11:06:02,863 - mmaction - INFO - Epoch [96][780/1743] lr: 1.000e-04, eta: 2:01:12, time: 0.813, data_time: 0.318, memory: 3025, loss_cls: 2.1435, loss: 2.1435, grad_norm: 3.9686 2020-10-16 11:06:18,474 - mmaction - INFO - Epoch [96][800/1743] lr: 1.000e-04, eta: 2:00:53, time: 0.785, data_time: 0.285, memory: 3025, loss_cls: 2.1320, loss: 2.1320, grad_norm: 4.0154 2020-10-16 11:06:35,278 - mmaction - INFO - Epoch [96][820/1743] lr: 1.000e-04, eta: 2:00:35, time: 0.841, data_time: 0.325, memory: 3025, loss_cls: 2.1668, loss: 2.1668, grad_norm: 4.1053 2020-10-16 11:06:50,937 - mmaction - INFO - Epoch [96][840/1743] lr: 1.000e-04, eta: 2:00:16, time: 0.779, data_time: 0.318, memory: 3025, loss_cls: 2.1093, loss: 2.1093, grad_norm: 3.9560 2020-10-16 11:07:06,479 - mmaction - INFO - Epoch [96][860/1743] lr: 1.000e-04, eta: 1:59:58, time: 0.785, data_time: 0.316, memory: 3025, loss_cls: 2.1049, loss: 2.1049, grad_norm: 3.9193 2020-10-16 11:07:22,398 - mmaction - INFO - Epoch [96][880/1743] lr: 1.000e-04, eta: 1:59:39, time: 0.793, data_time: 0.344, memory: 3025, loss_cls: 2.1378, loss: 2.1378, grad_norm: 4.0498 2020-10-16 11:07:38,312 - mmaction - INFO - Epoch [96][900/1743] lr: 1.000e-04, eta: 1:59:21, time: 0.790, data_time: 0.315, memory: 3025, loss_cls: 2.1239, loss: 2.1239, grad_norm: 3.9667 2020-10-16 11:07:54,874 - mmaction - INFO - Epoch [96][920/1743] lr: 1.000e-04, eta: 1:59:02, time: 0.831, data_time: 0.349, memory: 3025, loss_cls: 2.1261, loss: 2.1261, grad_norm: 3.9711 2020-10-16 11:08:11,134 - mmaction - INFO - Epoch [96][940/1743] lr: 1.000e-04, eta: 1:58:44, time: 0.816, data_time: 0.310, memory: 3025, loss_cls: 2.1566, loss: 2.1566, grad_norm: 4.0341 2020-10-16 11:08:26,665 - mmaction - INFO - Epoch [96][960/1743] lr: 1.000e-04, eta: 1:58:26, time: 0.777, data_time: 0.313, memory: 3025, loss_cls: 2.1088, loss: 2.1088, grad_norm: 3.9542 2020-10-16 11:08:42,410 - mmaction - INFO - Epoch [96][980/1743] lr: 1.000e-04, eta: 1:58:07, time: 0.785, data_time: 0.294, memory: 3025, loss_cls: 2.1661, loss: 2.1661, grad_norm: 4.0412 2020-10-16 11:08:57,783 - mmaction - INFO - Epoch [96][1000/1743] lr: 1.000e-04, eta: 1:57:49, time: 0.774, data_time: 0.310, memory: 3025, loss_cls: 2.1213, loss: 2.1213, grad_norm: 3.9674 2020-10-16 11:09:13,758 - mmaction - INFO - Epoch [96][1020/1743] lr: 1.000e-04, eta: 1:57:30, time: 0.798, data_time: 0.334, memory: 3025, loss_cls: 2.1464, loss: 2.1464, grad_norm: 4.0125 2020-10-16 11:09:29,840 - mmaction - INFO - Epoch [96][1040/1743] lr: 1.000e-04, eta: 1:57:12, time: 0.800, data_time: 0.301, memory: 3025, loss_cls: 2.1339, loss: 2.1339, grad_norm: 4.0167 2020-10-16 11:09:46,205 - mmaction - INFO - Epoch [96][1060/1743] lr: 1.000e-04, eta: 1:56:53, time: 0.818, data_time: 0.335, memory: 3025, loss_cls: 2.1510, loss: 2.1510, grad_norm: 4.0453 2020-10-16 11:10:02,201 - mmaction - INFO - Epoch [96][1080/1743] lr: 1.000e-04, eta: 1:56:35, time: 0.793, data_time: 0.315, memory: 3025, loss_cls: 2.1398, loss: 2.1398, grad_norm: 3.9547 2020-10-16 11:10:18,093 - mmaction - INFO - Epoch [96][1100/1743] lr: 1.000e-04, eta: 1:56:17, time: 0.801, data_time: 0.321, memory: 3025, loss_cls: 2.1067, loss: 2.1067, grad_norm: 3.9641 2020-10-16 11:10:33,917 - mmaction - INFO - Epoch [96][1120/1743] lr: 1.000e-04, eta: 1:55:58, time: 0.796, data_time: 0.317, memory: 3025, loss_cls: 2.1361, loss: 2.1361, grad_norm: 4.0027 2020-10-16 11:10:50,221 - mmaction - INFO - Epoch [96][1140/1743] lr: 1.000e-04, eta: 1:55:40, time: 0.807, data_time: 0.318, memory: 3025, loss_cls: 2.1345, loss: 2.1345, grad_norm: 3.9830 2020-10-16 11:11:05,859 - mmaction - INFO - Epoch [96][1160/1743] lr: 1.000e-04, eta: 1:55:21, time: 0.783, data_time: 0.308, memory: 3025, loss_cls: 2.1628, loss: 2.1628, grad_norm: 3.9919 2020-10-16 11:11:21,662 - mmaction - INFO - Epoch [96][1180/1743] lr: 1.000e-04, eta: 1:55:03, time: 0.794, data_time: 0.320, memory: 3025, loss_cls: 2.1254, loss: 2.1254, grad_norm: 4.0459 2020-10-16 11:11:37,724 - mmaction - INFO - Epoch [96][1200/1743] lr: 1.000e-04, eta: 1:54:44, time: 0.803, data_time: 0.323, memory: 3025, loss_cls: 2.1469, loss: 2.1469, grad_norm: 3.9915 2020-10-16 11:11:53,554 - mmaction - INFO - Epoch [96][1220/1743] lr: 1.000e-04, eta: 1:54:26, time: 0.795, data_time: 0.324, memory: 3025, loss_cls: 2.1284, loss: 2.1284, grad_norm: 3.9072 2020-10-16 11:12:09,375 - mmaction - INFO - Epoch [96][1240/1743] lr: 1.000e-04, eta: 1:54:08, time: 0.788, data_time: 0.320, memory: 3025, loss_cls: 2.1595, loss: 2.1595, grad_norm: 4.0944 2020-10-16 11:12:25,464 - mmaction - INFO - Epoch [96][1260/1743] lr: 1.000e-04, eta: 1:53:49, time: 0.801, data_time: 0.320, memory: 3025, loss_cls: 2.1168, loss: 2.1168, grad_norm: 3.9595 2020-10-16 11:12:41,558 - mmaction - INFO - Epoch [96][1280/1743] lr: 1.000e-04, eta: 1:53:31, time: 0.806, data_time: 0.330, memory: 3025, loss_cls: 2.1454, loss: 2.1454, grad_norm: 4.0097 2020-10-16 11:12:57,487 - mmaction - INFO - Epoch [96][1300/1743] lr: 1.000e-04, eta: 1:53:12, time: 0.798, data_time: 0.332, memory: 3025, loss_cls: 2.1487, loss: 2.1487, grad_norm: 4.0262 2020-10-16 11:13:13,577 - mmaction - INFO - Epoch [96][1320/1743] lr: 1.000e-04, eta: 1:52:54, time: 0.800, data_time: 0.323, memory: 3025, loss_cls: 2.1107, loss: 2.1107, grad_norm: 4.0087 2020-10-16 11:13:29,741 - mmaction - INFO - Epoch [96][1340/1743] lr: 1.000e-04, eta: 1:52:35, time: 0.814, data_time: 0.318, memory: 3025, loss_cls: 2.1354, loss: 2.1354, grad_norm: 3.9473 2020-10-16 11:13:45,679 - mmaction - INFO - Epoch [96][1360/1743] lr: 1.000e-04, eta: 1:52:17, time: 0.793, data_time: 0.297, memory: 3025, loss_cls: 2.1564, loss: 2.1564, grad_norm: 3.9765 2020-10-16 11:14:01,819 - mmaction - INFO - Epoch [96][1380/1743] lr: 1.000e-04, eta: 1:51:59, time: 0.805, data_time: 0.302, memory: 3025, loss_cls: 2.1293, loss: 2.1293, grad_norm: 4.0081 2020-10-16 11:14:17,309 - mmaction - INFO - Epoch [96][1400/1743] lr: 1.000e-04, eta: 1:51:40, time: 0.780, data_time: 0.318, memory: 3025, loss_cls: 2.1443, loss: 2.1443, grad_norm: 3.9188 2020-10-16 11:14:33,411 - mmaction - INFO - Epoch [96][1420/1743] lr: 1.000e-04, eta: 1:51:22, time: 0.799, data_time: 0.307, memory: 3025, loss_cls: 2.1375, loss: 2.1375, grad_norm: 3.9834 2020-10-16 11:14:50,128 - mmaction - INFO - Epoch [96][1440/1743] lr: 1.000e-04, eta: 1:51:03, time: 0.840, data_time: 0.338, memory: 3025, loss_cls: 2.1472, loss: 2.1472, grad_norm: 3.9647 2020-10-16 11:15:05,218 - mmaction - INFO - Epoch [96][1460/1743] lr: 1.000e-04, eta: 1:50:45, time: 0.757, data_time: 0.318, memory: 3025, loss_cls: 2.1232, loss: 2.1232, grad_norm: 3.9735 2020-10-16 11:15:21,245 - mmaction - INFO - Epoch [96][1480/1743] lr: 1.000e-04, eta: 1:50:26, time: 0.801, data_time: 0.351, memory: 3025, loss_cls: 2.1112, loss: 2.1112, grad_norm: 3.9923 2020-10-16 11:15:37,398 - mmaction - INFO - Epoch [96][1500/1743] lr: 1.000e-04, eta: 1:50:08, time: 0.804, data_time: 0.336, memory: 3025, loss_cls: 2.1175, loss: 2.1175, grad_norm: 3.9754 2020-10-16 11:15:53,643 - mmaction - INFO - Epoch [96][1520/1743] lr: 1.000e-04, eta: 1:49:50, time: 0.809, data_time: 0.338, memory: 3025, loss_cls: 2.1486, loss: 2.1486, grad_norm: 4.0211 2020-10-16 11:16:09,882 - mmaction - INFO - Epoch [96][1540/1743] lr: 1.000e-04, eta: 1:49:31, time: 0.820, data_time: 0.351, memory: 3025, loss_cls: 2.1079, loss: 2.1079, grad_norm: 3.9351 2020-10-16 11:16:25,934 - mmaction - INFO - Epoch [96][1560/1743] lr: 1.000e-04, eta: 1:49:13, time: 0.795, data_time: 0.329, memory: 3025, loss_cls: 2.1321, loss: 2.1321, grad_norm: 4.0088 2020-10-16 11:16:41,629 - mmaction - INFO - Epoch [96][1580/1743] lr: 1.000e-04, eta: 1:48:54, time: 0.788, data_time: 0.308, memory: 3025, loss_cls: 2.1430, loss: 2.1430, grad_norm: 3.9598 2020-10-16 11:16:57,683 - mmaction - INFO - Epoch [96][1600/1743] lr: 1.000e-04, eta: 1:48:36, time: 0.808, data_time: 0.311, memory: 3025, loss_cls: 2.1279, loss: 2.1279, grad_norm: 3.9778 2020-10-16 11:17:13,472 - mmaction - INFO - Epoch [96][1620/1743] lr: 1.000e-04, eta: 1:48:18, time: 0.788, data_time: 0.330, memory: 3025, loss_cls: 2.1640, loss: 2.1640, grad_norm: 4.0024 2020-10-16 11:17:29,371 - mmaction - INFO - Epoch [96][1640/1743] lr: 1.000e-04, eta: 1:47:59, time: 0.794, data_time: 0.325, memory: 3025, loss_cls: 2.1255, loss: 2.1255, grad_norm: 3.9193 2020-10-16 11:17:45,595 - mmaction - INFO - Epoch [96][1660/1743] lr: 1.000e-04, eta: 1:47:41, time: 0.808, data_time: 0.338, memory: 3025, loss_cls: 2.1267, loss: 2.1267, grad_norm: 4.0519 2020-10-16 11:18:01,600 - mmaction - INFO - Epoch [96][1680/1743] lr: 1.000e-04, eta: 1:47:22, time: 0.805, data_time: 0.325, memory: 3025, loss_cls: 2.1264, loss: 2.1264, grad_norm: 3.9569 2020-10-16 11:18:17,605 - mmaction - INFO - Epoch [96][1700/1743] lr: 1.000e-04, eta: 1:47:04, time: 0.798, data_time: 0.351, memory: 3025, loss_cls: 2.1323, loss: 2.1323, grad_norm: 3.9693 2020-10-16 11:18:33,747 - mmaction - INFO - Epoch [96][1720/1743] lr: 1.000e-04, eta: 1:46:45, time: 0.806, data_time: 0.286, memory: 3025, loss_cls: 2.1130, loss: 2.1130, grad_norm: 3.9961 2020-10-16 11:18:49,581 - mmaction - INFO - Epoch [96][1740/1743] lr: 1.000e-04, eta: 1:46:27, time: 0.794, data_time: 0.327, memory: 3025, loss_cls: 2.0781, loss: 2.0781, grad_norm: 3.9693 2020-10-16 11:19:27,310 - mmaction - INFO - Epoch [97][20/1743] lr: 1.000e-04, eta: 1:46:07, time: 1.713, data_time: 1.072, memory: 3025, loss_cls: 2.1120, loss: 2.1120, grad_norm: 4.0512 2020-10-16 11:19:44,361 - mmaction - INFO - Epoch [97][40/1743] lr: 1.000e-04, eta: 1:45:48, time: 0.851, data_time: 0.008, memory: 3025, loss_cls: 2.1422, loss: 2.1422, grad_norm: 4.0099 2020-10-16 11:20:00,647 - mmaction - INFO - Epoch [97][60/1743] lr: 1.000e-04, eta: 1:45:30, time: 0.810, data_time: 0.006, memory: 3025, loss_cls: 2.1431, loss: 2.1431, grad_norm: 4.0145 2020-10-16 11:20:16,590 - mmaction - INFO - Epoch [97][80/1743] lr: 1.000e-04, eta: 1:45:11, time: 0.795, data_time: 0.009, memory: 3025, loss_cls: 2.1129, loss: 2.1129, grad_norm: 3.9432 2020-10-16 11:20:33,100 - mmaction - INFO - Epoch [97][100/1743] lr: 1.000e-04, eta: 1:44:53, time: 0.834, data_time: 0.012, memory: 3025, loss_cls: 2.1401, loss: 2.1401, grad_norm: 3.9271 2020-10-16 11:20:49,314 - mmaction - INFO - Epoch [97][120/1743] lr: 1.000e-04, eta: 1:44:35, time: 0.805, data_time: 0.001, memory: 3025, loss_cls: 2.1440, loss: 2.1440, grad_norm: 3.9705 2020-10-16 11:21:05,932 - mmaction - INFO - Epoch [97][140/1743] lr: 1.000e-04, eta: 1:44:16, time: 0.832, data_time: 0.011, memory: 3025, loss_cls: 2.0834, loss: 2.0834, grad_norm: 3.8284 2020-10-16 11:21:21,887 - mmaction - INFO - Epoch [97][160/1743] lr: 1.000e-04, eta: 1:43:58, time: 0.799, data_time: 0.005, memory: 3025, loss_cls: 2.1208, loss: 2.1208, grad_norm: 4.0055 2020-10-16 11:21:38,762 - mmaction - INFO - Epoch [97][180/1743] lr: 1.000e-04, eta: 1:43:39, time: 0.845, data_time: 0.004, memory: 3025, loss_cls: 2.1476, loss: 2.1476, grad_norm: 4.0644 2020-10-16 11:21:55,445 - mmaction - INFO - Epoch [97][200/1743] lr: 1.000e-04, eta: 1:43:21, time: 0.833, data_time: 0.003, memory: 3025, loss_cls: 2.1311, loss: 2.1311, grad_norm: 4.0005 2020-10-16 11:22:12,213 - mmaction - INFO - Epoch [97][220/1743] lr: 1.000e-04, eta: 1:43:03, time: 0.841, data_time: 0.008, memory: 3025, loss_cls: 2.1439, loss: 2.1439, grad_norm: 3.9771 2020-10-16 11:22:28,751 - mmaction - INFO - Epoch [97][240/1743] lr: 1.000e-04, eta: 1:42:44, time: 0.826, data_time: 0.003, memory: 3025, loss_cls: 2.1416, loss: 2.1416, grad_norm: 3.9902 2020-10-16 11:22:45,361 - mmaction - INFO - Epoch [97][260/1743] lr: 1.000e-04, eta: 1:42:26, time: 0.829, data_time: 0.005, memory: 3025, loss_cls: 2.1392, loss: 2.1392, grad_norm: 4.0182 2020-10-16 11:23:01,561 - mmaction - INFO - Epoch [97][280/1743] lr: 1.000e-04, eta: 1:42:07, time: 0.812, data_time: 0.005, memory: 3025, loss_cls: 2.1537, loss: 2.1537, grad_norm: 4.0403 2020-10-16 11:23:18,204 - mmaction - INFO - Epoch [97][300/1743] lr: 1.000e-04, eta: 1:41:49, time: 0.828, data_time: 0.006, memory: 3025, loss_cls: 2.1378, loss: 2.1378, grad_norm: 3.9988 2020-10-16 11:23:34,362 - mmaction - INFO - Epoch [97][320/1743] lr: 1.000e-04, eta: 1:41:31, time: 0.810, data_time: 0.018, memory: 3025, loss_cls: 2.1238, loss: 2.1238, grad_norm: 3.9917 2020-10-16 11:23:50,606 - mmaction - INFO - Epoch [97][340/1743] lr: 1.000e-04, eta: 1:41:12, time: 0.807, data_time: 0.011, memory: 3025, loss_cls: 2.1439, loss: 2.1439, grad_norm: 3.9998 2020-10-16 11:24:07,428 - mmaction - INFO - Epoch [97][360/1743] lr: 1.000e-04, eta: 1:40:54, time: 0.848, data_time: 0.011, memory: 3025, loss_cls: 2.1562, loss: 2.1562, grad_norm: 4.0774 2020-10-16 11:24:23,192 - mmaction - INFO - Epoch [97][380/1743] lr: 1.000e-04, eta: 1:40:35, time: 0.787, data_time: 0.004, memory: 3025, loss_cls: 2.1528, loss: 2.1528, grad_norm: 4.0280 2020-10-16 11:24:39,707 - mmaction - INFO - Epoch [97][400/1743] lr: 1.000e-04, eta: 1:40:17, time: 0.821, data_time: 0.004, memory: 3025, loss_cls: 2.1319, loss: 2.1319, grad_norm: 4.0147 2020-10-16 11:24:56,014 - mmaction - INFO - Epoch [97][420/1743] lr: 1.000e-04, eta: 1:39:59, time: 0.815, data_time: 0.010, memory: 3025, loss_cls: 2.1430, loss: 2.1430, grad_norm: 3.9639 2020-10-16 11:25:12,156 - mmaction - INFO - Epoch [97][440/1743] lr: 1.000e-04, eta: 1:39:40, time: 0.810, data_time: 0.016, memory: 3025, loss_cls: 2.1122, loss: 2.1122, grad_norm: 3.9517 2020-10-16 11:25:28,696 - mmaction - INFO - Epoch [97][460/1743] lr: 1.000e-04, eta: 1:39:22, time: 0.832, data_time: 0.008, memory: 3025, loss_cls: 2.1015, loss: 2.1015, grad_norm: 3.8976 2020-10-16 11:25:45,008 - mmaction - INFO - Epoch [97][480/1743] lr: 1.000e-04, eta: 1:39:04, time: 0.816, data_time: 0.001, memory: 3025, loss_cls: 2.1225, loss: 2.1225, grad_norm: 4.0173 2020-10-16 11:26:01,034 - mmaction - INFO - Epoch [97][500/1743] lr: 1.000e-04, eta: 1:38:45, time: 0.800, data_time: 0.003, memory: 3025, loss_cls: 2.1336, loss: 2.1336, grad_norm: 3.9203 2020-10-16 11:26:16,738 - mmaction - INFO - Epoch [97][520/1743] lr: 1.000e-04, eta: 1:38:27, time: 0.779, data_time: 0.005, memory: 3025, loss_cls: 2.1580, loss: 2.1580, grad_norm: 4.0053 2020-10-16 11:26:32,678 - mmaction - INFO - Epoch [97][540/1743] lr: 1.000e-04, eta: 1:38:08, time: 0.801, data_time: 0.011, memory: 3025, loss_cls: 2.1164, loss: 2.1164, grad_norm: 4.0139 2020-10-16 11:26:48,418 - mmaction - INFO - Epoch [97][560/1743] lr: 1.000e-04, eta: 1:37:50, time: 0.786, data_time: 0.007, memory: 3025, loss_cls: 2.1021, loss: 2.1021, grad_norm: 3.9429 2020-10-16 11:27:05,045 - mmaction - INFO - Epoch [97][580/1743] lr: 1.000e-04, eta: 1:37:32, time: 0.833, data_time: 0.005, memory: 3025, loss_cls: 2.1244, loss: 2.1244, grad_norm: 4.0296 2020-10-16 11:27:21,667 - mmaction - INFO - Epoch [97][600/1743] lr: 1.000e-04, eta: 1:37:13, time: 0.830, data_time: 0.007, memory: 3025, loss_cls: 2.1134, loss: 2.1134, grad_norm: 3.9569 2020-10-16 11:27:37,652 - mmaction - INFO - Epoch [97][620/1743] lr: 1.000e-04, eta: 1:36:55, time: 0.798, data_time: 0.005, memory: 3025, loss_cls: 2.1325, loss: 2.1325, grad_norm: 4.0367 2020-10-16 11:27:54,011 - mmaction - INFO - Epoch [97][640/1743] lr: 1.000e-04, eta: 1:36:36, time: 0.823, data_time: 0.007, memory: 3025, loss_cls: 2.1637, loss: 2.1637, grad_norm: 4.0012 2020-10-16 11:28:10,302 - mmaction - INFO - Epoch [97][660/1743] lr: 1.000e-04, eta: 1:36:18, time: 0.810, data_time: 0.002, memory: 3025, loss_cls: 2.1269, loss: 2.1269, grad_norm: 3.9007 2020-10-16 11:28:26,254 - mmaction - INFO - Epoch [97][680/1743] lr: 1.000e-04, eta: 1:36:00, time: 0.797, data_time: 0.010, memory: 3025, loss_cls: 2.1660, loss: 2.1660, grad_norm: 4.0662 2020-10-16 11:28:42,969 - mmaction - INFO - Epoch [97][700/1743] lr: 1.000e-04, eta: 1:35:41, time: 0.840, data_time: 0.006, memory: 3025, loss_cls: 2.1528, loss: 2.1528, grad_norm: 4.0719 2020-10-16 11:28:58,663 - mmaction - INFO - Epoch [97][720/1743] lr: 1.000e-04, eta: 1:35:23, time: 0.781, data_time: 0.003, memory: 3025, loss_cls: 2.1093, loss: 2.1093, grad_norm: 4.0295 2020-10-16 11:29:14,689 - mmaction - INFO - Epoch [97][740/1743] lr: 1.000e-04, eta: 1:35:04, time: 0.803, data_time: 0.010, memory: 3025, loss_cls: 2.1725, loss: 2.1725, grad_norm: 3.9910 2020-10-16 11:29:30,274 - mmaction - INFO - Epoch [97][760/1743] lr: 1.000e-04, eta: 1:34:46, time: 0.775, data_time: 0.004, memory: 3025, loss_cls: 2.1023, loss: 2.1023, grad_norm: 3.9560 2020-10-16 11:29:46,425 - mmaction - INFO - Epoch [97][780/1743] lr: 1.000e-04, eta: 1:34:28, time: 0.813, data_time: 0.011, memory: 3025, loss_cls: 2.1395, loss: 2.1395, grad_norm: 3.9966 2020-10-16 11:30:02,329 - mmaction - INFO - Epoch [97][800/1743] lr: 1.000e-04, eta: 1:34:09, time: 0.794, data_time: 0.004, memory: 3025, loss_cls: 2.1042, loss: 2.1042, grad_norm: 3.9626 2020-10-16 11:30:18,858 - mmaction - INFO - Epoch [97][820/1743] lr: 1.000e-04, eta: 1:33:51, time: 0.829, data_time: 0.006, memory: 3025, loss_cls: 2.0906, loss: 2.0906, grad_norm: 3.9385 2020-10-16 11:30:34,835 - mmaction - INFO - Epoch [97][840/1743] lr: 1.000e-04, eta: 1:33:32, time: 0.798, data_time: 0.002, memory: 3025, loss_cls: 2.1490, loss: 2.1490, grad_norm: 3.9995 2020-10-16 11:30:51,354 - mmaction - INFO - Epoch [97][860/1743] lr: 1.000e-04, eta: 1:33:14, time: 0.826, data_time: 0.004, memory: 3025, loss_cls: 2.1495, loss: 2.1495, grad_norm: 4.0767 2020-10-16 11:31:07,234 - mmaction - INFO - Epoch [97][880/1743] lr: 1.000e-04, eta: 1:32:56, time: 0.789, data_time: 0.005, memory: 3025, loss_cls: 2.1170, loss: 2.1170, grad_norm: 3.9577 2020-10-16 11:31:23,471 - mmaction - INFO - Epoch [97][900/1743] lr: 1.000e-04, eta: 1:32:37, time: 0.818, data_time: 0.011, memory: 3025, loss_cls: 2.1484, loss: 2.1484, grad_norm: 4.0066 2020-10-16 11:31:38,817 - mmaction - INFO - Epoch [97][920/1743] lr: 1.000e-04, eta: 1:32:19, time: 0.765, data_time: 0.003, memory: 3025, loss_cls: 2.1584, loss: 2.1584, grad_norm: 4.0261 2020-10-16 11:31:55,119 - mmaction - INFO - Epoch [97][940/1743] lr: 1.000e-04, eta: 1:32:01, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.1452, loss: 2.1452, grad_norm: 3.9998 2020-10-16 11:32:11,207 - mmaction - INFO - Epoch [97][960/1743] lr: 1.000e-04, eta: 1:31:42, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.1317, loss: 2.1317, grad_norm: 3.9544 2020-10-16 11:32:26,925 - mmaction - INFO - Epoch [97][980/1743] lr: 1.000e-04, eta: 1:31:24, time: 0.787, data_time: 0.006, memory: 3025, loss_cls: 2.1299, loss: 2.1299, grad_norm: 3.9695 2020-10-16 11:32:43,408 - mmaction - INFO - Epoch [97][1000/1743] lr: 1.000e-04, eta: 1:31:05, time: 0.824, data_time: 0.004, memory: 3025, loss_cls: 2.1209, loss: 2.1209, grad_norm: 3.9688 2020-10-16 11:32:59,289 - mmaction - INFO - Epoch [97][1020/1743] lr: 1.000e-04, eta: 1:30:47, time: 0.793, data_time: 0.003, memory: 3025, loss_cls: 2.1574, loss: 2.1574, grad_norm: 4.0064 2020-10-16 11:33:15,471 - mmaction - INFO - Epoch [97][1040/1743] lr: 1.000e-04, eta: 1:30:29, time: 0.809, data_time: 0.003, memory: 3025, loss_cls: 2.1573, loss: 2.1573, grad_norm: 4.0256 2020-10-16 11:33:31,080 - mmaction - INFO - Epoch [97][1060/1743] lr: 1.000e-04, eta: 1:30:10, time: 0.775, data_time: 0.006, memory: 3025, loss_cls: 2.1263, loss: 2.1263, grad_norm: 3.9384 2020-10-16 11:33:47,123 - mmaction - INFO - Epoch [97][1080/1743] lr: 1.000e-04, eta: 1:29:52, time: 0.810, data_time: 0.010, memory: 3025, loss_cls: 2.1114, loss: 2.1114, grad_norm: 3.9524 2020-10-16 11:34:03,194 - mmaction - INFO - Epoch [97][1100/1743] lr: 1.000e-04, eta: 1:29:33, time: 0.798, data_time: 0.004, memory: 3025, loss_cls: 2.1217, loss: 2.1217, grad_norm: 4.0472 2020-10-16 11:34:19,506 - mmaction - INFO - Epoch [97][1120/1743] lr: 1.000e-04, eta: 1:29:15, time: 0.817, data_time: 0.007, memory: 3025, loss_cls: 2.1450, loss: 2.1450, grad_norm: 3.9330 2020-10-16 11:34:35,761 - mmaction - INFO - Epoch [97][1140/1743] lr: 1.000e-04, eta: 1:28:57, time: 0.807, data_time: 0.006, memory: 3025, loss_cls: 2.1258, loss: 2.1258, grad_norm: 4.0504 2020-10-16 11:34:51,919 - mmaction - INFO - Epoch [97][1160/1743] lr: 1.000e-04, eta: 1:28:38, time: 0.814, data_time: 0.012, memory: 3025, loss_cls: 2.1559, loss: 2.1559, grad_norm: 4.0582 2020-10-16 11:35:08,851 - mmaction - INFO - Epoch [97][1180/1743] lr: 1.000e-04, eta: 1:28:20, time: 0.845, data_time: 0.004, memory: 3025, loss_cls: 2.1264, loss: 2.1264, grad_norm: 4.0007 2020-10-16 11:35:25,480 - mmaction - INFO - Epoch [97][1200/1743] lr: 1.000e-04, eta: 1:28:02, time: 0.832, data_time: 0.009, memory: 3025, loss_cls: 2.1464, loss: 2.1464, grad_norm: 4.0439 2020-10-16 11:35:41,646 - mmaction - INFO - Epoch [97][1220/1743] lr: 1.000e-04, eta: 1:27:43, time: 0.812, data_time: 0.006, memory: 3025, loss_cls: 2.1298, loss: 2.1298, grad_norm: 3.9748 2020-10-16 11:35:57,679 - mmaction - INFO - Epoch [97][1240/1743] lr: 1.000e-04, eta: 1:27:25, time: 0.799, data_time: 0.003, memory: 3025, loss_cls: 2.1493, loss: 2.1493, grad_norm: 4.0113 2020-10-16 11:36:14,577 - mmaction - INFO - Epoch [97][1260/1743] lr: 1.000e-04, eta: 1:27:07, time: 0.848, data_time: 0.015, memory: 3025, loss_cls: 2.1828, loss: 2.1828, grad_norm: 4.0391 2020-10-16 11:36:31,202 - mmaction - INFO - Epoch [97][1280/1743] lr: 1.000e-04, eta: 1:26:48, time: 0.829, data_time: 0.003, memory: 3025, loss_cls: 2.1303, loss: 2.1303, grad_norm: 3.9876 2020-10-16 11:36:47,295 - mmaction - INFO - Epoch [97][1300/1743] lr: 1.000e-04, eta: 1:26:30, time: 0.800, data_time: 0.005, memory: 3025, loss_cls: 2.0892, loss: 2.0892, grad_norm: 3.9612 2020-10-16 11:37:03,110 - mmaction - INFO - Epoch [97][1320/1743] lr: 1.000e-04, eta: 1:26:11, time: 0.792, data_time: 0.009, memory: 3025, loss_cls: 2.1445, loss: 2.1445, grad_norm: 3.9164 2020-10-16 11:37:18,973 - mmaction - INFO - Epoch [97][1340/1743] lr: 1.000e-04, eta: 1:25:53, time: 0.794, data_time: 0.008, memory: 3025, loss_cls: 2.1405, loss: 2.1405, grad_norm: 4.0141 2020-10-16 11:37:34,169 - mmaction - INFO - Epoch [97][1360/1743] lr: 1.000e-04, eta: 1:25:35, time: 0.765, data_time: 0.006, memory: 3025, loss_cls: 2.0985, loss: 2.0985, grad_norm: 3.9798 2020-10-16 11:37:50,692 - mmaction - INFO - Epoch [97][1380/1743] lr: 1.000e-04, eta: 1:25:16, time: 0.823, data_time: 0.001, memory: 3025, loss_cls: 2.1813, loss: 2.1813, grad_norm: 4.0570 2020-10-16 11:38:06,119 - mmaction - INFO - Epoch [97][1400/1743] lr: 1.000e-04, eta: 1:24:58, time: 0.764, data_time: 0.005, memory: 3025, loss_cls: 2.1231, loss: 2.1231, grad_norm: 3.9943 2020-10-16 11:38:22,208 - mmaction - INFO - Epoch [97][1420/1743] lr: 1.000e-04, eta: 1:24:39, time: 0.815, data_time: 0.015, memory: 3025, loss_cls: 2.2053, loss: 2.2053, grad_norm: 4.0796 2020-10-16 11:38:38,742 - mmaction - INFO - Epoch [97][1440/1743] lr: 1.000e-04, eta: 1:24:21, time: 0.824, data_time: 0.003, memory: 3025, loss_cls: 2.1319, loss: 2.1319, grad_norm: 3.9966 2020-10-16 11:38:55,384 - mmaction - INFO - Epoch [97][1460/1743] lr: 1.000e-04, eta: 1:24:03, time: 0.828, data_time: 0.004, memory: 3025, loss_cls: 2.0996, loss: 2.0996, grad_norm: 3.9837 2020-10-16 11:39:11,383 - mmaction - INFO - Epoch [97][1480/1743] lr: 1.000e-04, eta: 1:23:44, time: 0.806, data_time: 0.012, memory: 3025, loss_cls: 2.1161, loss: 2.1161, grad_norm: 3.9449 2020-10-16 11:39:27,365 - mmaction - INFO - Epoch [97][1500/1743] lr: 1.000e-04, eta: 1:23:26, time: 0.795, data_time: 0.004, memory: 3025, loss_cls: 2.1377, loss: 2.1377, grad_norm: 4.0222 2020-10-16 11:39:43,380 - mmaction - INFO - Epoch [97][1520/1743] lr: 1.000e-04, eta: 1:23:08, time: 0.798, data_time: 0.014, memory: 3025, loss_cls: 2.1446, loss: 2.1446, grad_norm: 3.9380 2020-10-16 11:39:59,044 - mmaction - INFO - Epoch [97][1540/1743] lr: 1.000e-04, eta: 1:22:49, time: 0.788, data_time: 0.010, memory: 3025, loss_cls: 2.1311, loss: 2.1311, grad_norm: 3.9553 2020-10-16 11:40:15,183 - mmaction - INFO - Epoch [97][1560/1743] lr: 1.000e-04, eta: 1:22:31, time: 0.798, data_time: 0.004, memory: 3025, loss_cls: 2.1462, loss: 2.1462, grad_norm: 3.9661 2020-10-16 11:40:31,532 - mmaction - INFO - Epoch [97][1580/1743] lr: 1.000e-04, eta: 1:22:13, time: 0.827, data_time: 0.013, memory: 3025, loss_cls: 2.1470, loss: 2.1470, grad_norm: 4.0304 2020-10-16 11:40:47,429 - mmaction - INFO - Epoch [97][1600/1743] lr: 1.000e-04, eta: 1:21:54, time: 0.787, data_time: 0.002, memory: 3025, loss_cls: 2.1147, loss: 2.1147, grad_norm: 3.9817 2020-10-16 11:41:03,428 - mmaction - INFO - Epoch [97][1620/1743] lr: 1.000e-04, eta: 1:21:36, time: 0.806, data_time: 0.010, memory: 3025, loss_cls: 2.1366, loss: 2.1366, grad_norm: 4.0155 2020-10-16 11:41:19,507 - mmaction - INFO - Epoch [97][1640/1743] lr: 1.000e-04, eta: 1:21:17, time: 0.800, data_time: 0.004, memory: 3025, loss_cls: 2.1409, loss: 2.1409, grad_norm: 4.0518 2020-10-16 11:41:35,693 - mmaction - INFO - Epoch [97][1660/1743] lr: 1.000e-04, eta: 1:20:59, time: 0.813, data_time: 0.010, memory: 3025, loss_cls: 2.1079, loss: 2.1079, grad_norm: 4.0060 2020-10-16 11:41:52,148 - mmaction - INFO - Epoch [97][1680/1743] lr: 1.000e-04, eta: 1:20:41, time: 0.823, data_time: 0.005, memory: 3025, loss_cls: 2.1472, loss: 2.1472, grad_norm: 3.9798 2020-10-16 11:42:07,843 - mmaction - INFO - Epoch [97][1700/1743] lr: 1.000e-04, eta: 1:20:22, time: 0.783, data_time: 0.003, memory: 3025, loss_cls: 2.1265, loss: 2.1265, grad_norm: 3.9349 2020-10-16 11:42:23,655 - mmaction - INFO - Epoch [97][1720/1743] lr: 1.000e-04, eta: 1:20:04, time: 0.785, data_time: 0.006, memory: 3025, loss_cls: 2.1525, loss: 2.1525, grad_norm: 4.0135 2020-10-16 11:42:40,233 - mmaction - INFO - Epoch [97][1740/1743] lr: 1.000e-04, eta: 1:19:46, time: 0.837, data_time: 0.015, memory: 3025, loss_cls: 2.1030, loss: 2.1030, grad_norm: 4.0006 2020-10-16 11:43:14,923 - mmaction - INFO - Epoch [98][20/1743] lr: 1.000e-04, eta: 1:19:25, time: 1.564, data_time: 0.669, memory: 3025, loss_cls: 2.1597, loss: 2.1597, grad_norm: 4.0428 2020-10-16 11:43:31,628 - mmaction - INFO - Epoch [98][40/1743] lr: 1.000e-04, eta: 1:19:07, time: 0.833, data_time: 0.011, memory: 3025, loss_cls: 2.1366, loss: 2.1366, grad_norm: 4.0003 2020-10-16 11:43:48,117 - mmaction - INFO - Epoch [98][60/1743] lr: 1.000e-04, eta: 1:18:48, time: 0.823, data_time: 0.010, memory: 3025, loss_cls: 2.1473, loss: 2.1473, grad_norm: 3.9717 2020-10-16 11:44:04,526 - mmaction - INFO - Epoch [98][80/1743] lr: 1.000e-04, eta: 1:18:30, time: 0.822, data_time: 0.010, memory: 3025, loss_cls: 2.1162, loss: 2.1162, grad_norm: 4.0430 2020-10-16 11:44:21,546 - mmaction - INFO - Epoch [98][100/1743] lr: 1.000e-04, eta: 1:18:12, time: 0.851, data_time: 0.009, memory: 3025, loss_cls: 2.1056, loss: 2.1056, grad_norm: 3.9817 2020-10-16 11:44:38,111 - mmaction - INFO - Epoch [98][120/1743] lr: 1.000e-04, eta: 1:17:53, time: 0.830, data_time: 0.006, memory: 3025, loss_cls: 2.1426, loss: 2.1426, grad_norm: 3.9411 2020-10-16 11:44:54,695 - mmaction - INFO - Epoch [98][140/1743] lr: 1.000e-04, eta: 1:17:35, time: 0.827, data_time: 0.005, memory: 3025, loss_cls: 2.1071, loss: 2.1071, grad_norm: 3.9699 2020-10-16 11:45:10,786 - mmaction - INFO - Epoch [98][160/1743] lr: 1.000e-04, eta: 1:17:16, time: 0.808, data_time: 0.008, memory: 3025, loss_cls: 2.1351, loss: 2.1351, grad_norm: 4.0127 2020-10-16 11:45:27,366 - mmaction - INFO - Epoch [98][180/1743] lr: 1.000e-04, eta: 1:16:58, time: 0.827, data_time: 0.004, memory: 3025, loss_cls: 2.1483, loss: 2.1483, grad_norm: 4.0118 2020-10-16 11:45:43,387 - mmaction - INFO - Epoch [98][200/1743] lr: 1.000e-04, eta: 1:16:40, time: 0.804, data_time: 0.005, memory: 3025, loss_cls: 2.1207, loss: 2.1207, grad_norm: 3.9601 2020-10-16 11:45:59,778 - mmaction - INFO - Epoch [98][220/1743] lr: 1.000e-04, eta: 1:16:21, time: 0.816, data_time: 0.005, memory: 3025, loss_cls: 2.1642, loss: 2.1642, grad_norm: 4.0201 2020-10-16 11:46:15,881 - mmaction - INFO - Epoch [98][240/1743] lr: 1.000e-04, eta: 1:16:03, time: 0.806, data_time: 0.007, memory: 3025, loss_cls: 2.1012, loss: 2.1012, grad_norm: 3.9341 2020-10-16 11:46:31,822 - mmaction - INFO - Epoch [98][260/1743] lr: 1.000e-04, eta: 1:15:45, time: 0.801, data_time: 0.006, memory: 3025, loss_cls: 2.1021, loss: 2.1021, grad_norm: 3.9418 2020-10-16 11:46:47,785 - mmaction - INFO - Epoch [98][280/1743] lr: 1.000e-04, eta: 1:15:26, time: 0.795, data_time: 0.001, memory: 3025, loss_cls: 2.1619, loss: 2.1619, grad_norm: 4.0093 2020-10-16 11:47:03,935 - mmaction - INFO - Epoch [98][300/1743] lr: 1.000e-04, eta: 1:15:08, time: 0.804, data_time: 0.004, memory: 3025, loss_cls: 2.1074, loss: 2.1074, grad_norm: 3.9701 2020-10-16 11:47:20,131 - mmaction - INFO - Epoch [98][320/1743] lr: 1.000e-04, eta: 1:14:50, time: 0.808, data_time: 0.009, memory: 3025, loss_cls: 2.1157, loss: 2.1157, grad_norm: 3.9978 2020-10-16 11:47:36,299 - mmaction - INFO - Epoch [98][340/1743] lr: 1.000e-04, eta: 1:14:31, time: 0.809, data_time: 0.009, memory: 3025, loss_cls: 2.1141, loss: 2.1141, grad_norm: 4.0285 2020-10-16 11:47:51,635 - mmaction - INFO - Epoch [98][360/1743] lr: 1.000e-04, eta: 1:14:13, time: 0.769, data_time: 0.008, memory: 3025, loss_cls: 2.1528, loss: 2.1528, grad_norm: 4.0749 2020-10-16 11:48:07,510 - mmaction - INFO - Epoch [98][380/1743] lr: 1.000e-04, eta: 1:13:54, time: 0.796, data_time: 0.008, memory: 3025, loss_cls: 2.1314, loss: 2.1314, grad_norm: 3.9742 2020-10-16 11:48:23,639 - mmaction - INFO - Epoch [98][400/1743] lr: 1.000e-04, eta: 1:13:36, time: 0.804, data_time: 0.006, memory: 3025, loss_cls: 2.1228, loss: 2.1228, grad_norm: 3.9836 2020-10-16 11:48:38,729 - mmaction - INFO - Epoch [98][420/1743] lr: 1.000e-04, eta: 1:13:18, time: 0.755, data_time: 0.007, memory: 3025, loss_cls: 2.1219, loss: 2.1219, grad_norm: 3.9650 2020-10-16 11:48:54,632 - mmaction - INFO - Epoch [98][440/1743] lr: 1.000e-04, eta: 1:12:59, time: 0.797, data_time: 0.005, memory: 3025, loss_cls: 2.1314, loss: 2.1314, grad_norm: 3.9819 2020-10-16 11:49:10,348 - mmaction - INFO - Epoch [98][460/1743] lr: 1.000e-04, eta: 1:12:41, time: 0.774, data_time: 0.003, memory: 3025, loss_cls: 2.0917, loss: 2.0917, grad_norm: 4.0065 2020-10-16 11:49:25,555 - mmaction - INFO - Epoch [98][480/1743] lr: 1.000e-04, eta: 1:12:23, time: 0.774, data_time: 0.022, memory: 3025, loss_cls: 2.1389, loss: 2.1389, grad_norm: 4.0629 2020-10-16 11:49:41,523 - mmaction - INFO - Epoch [98][500/1743] lr: 1.000e-04, eta: 1:12:04, time: 0.793, data_time: 0.003, memory: 3025, loss_cls: 2.1112, loss: 2.1112, grad_norm: 4.0378 2020-10-16 11:49:57,545 - mmaction - INFO - Epoch [98][520/1743] lr: 1.000e-04, eta: 1:11:46, time: 0.803, data_time: 0.015, memory: 3025, loss_cls: 2.1548, loss: 2.1548, grad_norm: 4.0325 2020-10-16 11:50:14,300 - mmaction - INFO - Epoch [98][540/1743] lr: 1.000e-04, eta: 1:11:28, time: 0.831, data_time: 0.182, memory: 3025, loss_cls: 2.1037, loss: 2.1037, grad_norm: 3.9812 2020-10-16 11:50:30,486 - mmaction - INFO - Epoch [98][560/1743] lr: 1.000e-04, eta: 1:11:09, time: 0.819, data_time: 0.305, memory: 3025, loss_cls: 2.1643, loss: 2.1643, grad_norm: 4.0578 2020-10-16 11:50:46,520 - mmaction - INFO - Epoch [98][580/1743] lr: 1.000e-04, eta: 1:10:51, time: 0.799, data_time: 0.170, memory: 3025, loss_cls: 2.1674, loss: 2.1674, grad_norm: 4.0945 2020-10-16 11:51:02,801 - mmaction - INFO - Epoch [98][600/1743] lr: 1.000e-04, eta: 1:10:33, time: 0.813, data_time: 0.257, memory: 3025, loss_cls: 2.1416, loss: 2.1416, grad_norm: 4.0156 2020-10-16 11:51:19,629 - mmaction - INFO - Epoch [98][620/1743] lr: 1.000e-04, eta: 1:10:14, time: 0.846, data_time: 0.274, memory: 3025, loss_cls: 2.1624, loss: 2.1624, grad_norm: 4.0968 2020-10-16 11:51:35,593 - mmaction - INFO - Epoch [98][640/1743] lr: 1.000e-04, eta: 1:09:56, time: 0.795, data_time: 0.133, memory: 3025, loss_cls: 2.1639, loss: 2.1639, grad_norm: 4.0609 2020-10-16 11:51:51,293 - mmaction - INFO - Epoch [98][660/1743] lr: 1.000e-04, eta: 1:09:38, time: 0.784, data_time: 0.116, memory: 3025, loss_cls: 2.1274, loss: 2.1274, grad_norm: 3.9792 2020-10-16 11:52:07,967 - mmaction - INFO - Epoch [98][680/1743] lr: 1.000e-04, eta: 1:09:19, time: 0.832, data_time: 0.228, memory: 3025, loss_cls: 2.1449, loss: 2.1449, grad_norm: 4.0340 2020-10-16 11:52:24,625 - mmaction - INFO - Epoch [98][700/1743] lr: 1.000e-04, eta: 1:09:01, time: 0.829, data_time: 0.178, memory: 3025, loss_cls: 2.1207, loss: 2.1207, grad_norm: 4.0324 2020-10-16 11:52:41,110 - mmaction - INFO - Epoch [98][720/1743] lr: 1.000e-04, eta: 1:08:43, time: 0.827, data_time: 0.161, memory: 3025, loss_cls: 2.1070, loss: 2.1070, grad_norm: 3.9797 2020-10-16 11:52:56,631 - mmaction - INFO - Epoch [98][740/1743] lr: 1.000e-04, eta: 1:08:24, time: 0.777, data_time: 0.079, memory: 3025, loss_cls: 2.1185, loss: 2.1185, grad_norm: 3.9838 2020-10-16 11:53:13,203 - mmaction - INFO - Epoch [98][760/1743] lr: 1.000e-04, eta: 1:08:06, time: 0.826, data_time: 0.076, memory: 3025, loss_cls: 2.1572, loss: 2.1572, grad_norm: 4.0319 2020-10-16 11:53:28,602 - mmaction - INFO - Epoch [98][780/1743] lr: 1.000e-04, eta: 1:07:47, time: 0.767, data_time: 0.093, memory: 3025, loss_cls: 2.1190, loss: 2.1190, grad_norm: 4.0106 2020-10-16 11:53:43,915 - mmaction - INFO - Epoch [98][800/1743] lr: 1.000e-04, eta: 1:07:29, time: 0.774, data_time: 0.165, memory: 3025, loss_cls: 2.1045, loss: 2.1045, grad_norm: 3.9279 2020-10-16 11:54:00,325 - mmaction - INFO - Epoch [98][820/1743] lr: 1.000e-04, eta: 1:07:11, time: 0.821, data_time: 0.210, memory: 3025, loss_cls: 2.1631, loss: 2.1631, grad_norm: 4.0559 2020-10-16 11:54:16,561 - mmaction - INFO - Epoch [98][840/1743] lr: 1.000e-04, eta: 1:06:52, time: 0.812, data_time: 0.257, memory: 3025, loss_cls: 2.1384, loss: 2.1384, grad_norm: 3.9715 2020-10-16 11:54:32,919 - mmaction - INFO - Epoch [98][860/1743] lr: 1.000e-04, eta: 1:06:34, time: 0.817, data_time: 0.294, memory: 3025, loss_cls: 2.1351, loss: 2.1351, grad_norm: 4.0311 2020-10-16 11:54:49,309 - mmaction - INFO - Epoch [98][880/1743] lr: 1.000e-04, eta: 1:06:16, time: 0.811, data_time: 0.329, memory: 3025, loss_cls: 2.1412, loss: 2.1412, grad_norm: 3.9898 2020-10-16 11:55:05,847 - mmaction - INFO - Epoch [98][900/1743] lr: 1.000e-04, eta: 1:05:57, time: 0.833, data_time: 0.363, memory: 3025, loss_cls: 2.1497, loss: 2.1497, grad_norm: 4.0329 2020-10-16 11:55:22,133 - mmaction - INFO - Epoch [98][920/1743] lr: 1.000e-04, eta: 1:05:39, time: 0.814, data_time: 0.294, memory: 3025, loss_cls: 2.1567, loss: 2.1567, grad_norm: 4.0023 2020-10-16 11:55:38,775 - mmaction - INFO - Epoch [98][940/1743] lr: 1.000e-04, eta: 1:05:21, time: 0.833, data_time: 0.342, memory: 3025, loss_cls: 2.1192, loss: 2.1192, grad_norm: 3.9367 2020-10-16 11:55:55,482 - mmaction - INFO - Epoch [98][960/1743] lr: 1.000e-04, eta: 1:05:02, time: 0.834, data_time: 0.322, memory: 3025, loss_cls: 2.1212, loss: 2.1212, grad_norm: 4.0441 2020-10-16 11:56:12,097 - mmaction - INFO - Epoch [98][980/1743] lr: 1.000e-04, eta: 1:04:44, time: 0.831, data_time: 0.360, memory: 3025, loss_cls: 2.1339, loss: 2.1339, grad_norm: 3.9752 2020-10-16 11:56:28,290 - mmaction - INFO - Epoch [98][1000/1743] lr: 1.000e-04, eta: 1:04:26, time: 0.806, data_time: 0.322, memory: 3025, loss_cls: 2.1277, loss: 2.1277, grad_norm: 4.0068 2020-10-16 11:56:44,498 - mmaction - INFO - Epoch [98][1020/1743] lr: 1.000e-04, eta: 1:04:07, time: 0.814, data_time: 0.290, memory: 3025, loss_cls: 2.1246, loss: 2.1246, grad_norm: 3.9667 2020-10-16 11:57:00,849 - mmaction - INFO - Epoch [98][1040/1743] lr: 1.000e-04, eta: 1:03:49, time: 0.813, data_time: 0.167, memory: 3025, loss_cls: 2.1532, loss: 2.1532, grad_norm: 4.1316 2020-10-16 11:57:17,298 - mmaction - INFO - Epoch [98][1060/1743] lr: 1.000e-04, eta: 1:03:31, time: 0.828, data_time: 0.174, memory: 3025, loss_cls: 2.1283, loss: 2.1283, grad_norm: 4.0030 2020-10-16 11:57:33,344 - mmaction - INFO - Epoch [98][1080/1743] lr: 1.000e-04, eta: 1:03:12, time: 0.802, data_time: 0.143, memory: 3025, loss_cls: 2.1521, loss: 2.1521, grad_norm: 4.0153 2020-10-16 11:57:49,496 - mmaction - INFO - Epoch [98][1100/1743] lr: 1.000e-04, eta: 1:02:54, time: 0.800, data_time: 0.198, memory: 3025, loss_cls: 2.1246, loss: 2.1246, grad_norm: 3.9453 2020-10-16 11:58:05,401 - mmaction - INFO - Epoch [98][1120/1743] lr: 1.000e-04, eta: 1:02:36, time: 0.802, data_time: 0.122, memory: 3025, loss_cls: 2.1434, loss: 2.1434, grad_norm: 3.9965 2020-10-16 11:58:22,288 - mmaction - INFO - Epoch [98][1140/1743] lr: 1.000e-04, eta: 1:02:17, time: 0.842, data_time: 0.139, memory: 3025, loss_cls: 2.1215, loss: 2.1215, grad_norm: 4.0272 2020-10-16 11:58:37,514 - mmaction - INFO - Epoch [98][1160/1743] lr: 1.000e-04, eta: 1:01:59, time: 0.764, data_time: 0.117, memory: 3025, loss_cls: 2.0861, loss: 2.0861, grad_norm: 3.9211 2020-10-16 11:58:53,275 - mmaction - INFO - Epoch [98][1180/1743] lr: 1.000e-04, eta: 1:01:41, time: 0.784, data_time: 0.311, memory: 3025, loss_cls: 2.1023, loss: 2.1023, grad_norm: 3.9154 2020-10-16 11:59:10,155 - mmaction - INFO - Epoch [98][1200/1743] lr: 1.000e-04, eta: 1:01:22, time: 0.846, data_time: 0.332, memory: 3025, loss_cls: 2.1712, loss: 2.1712, grad_norm: 4.0080 2020-10-16 11:59:26,515 - mmaction - INFO - Epoch [98][1220/1743] lr: 1.000e-04, eta: 1:01:04, time: 0.818, data_time: 0.201, memory: 3025, loss_cls: 2.1527, loss: 2.1527, grad_norm: 4.0376 2020-10-16 11:59:42,603 - mmaction - INFO - Epoch [98][1240/1743] lr: 1.000e-04, eta: 1:00:46, time: 0.803, data_time: 0.084, memory: 3025, loss_cls: 2.1470, loss: 2.1470, grad_norm: 4.0303 2020-10-16 11:59:59,090 - mmaction - INFO - Epoch [98][1260/1743] lr: 1.000e-04, eta: 1:00:27, time: 0.821, data_time: 0.070, memory: 3025, loss_cls: 2.1588, loss: 2.1588, grad_norm: 4.0086 2020-10-16 12:00:15,301 - mmaction - INFO - Epoch [98][1280/1743] lr: 1.000e-04, eta: 1:00:09, time: 0.816, data_time: 0.070, memory: 3025, loss_cls: 2.1263, loss: 2.1263, grad_norm: 4.0234 2020-10-16 12:00:32,231 - mmaction - INFO - Epoch [98][1300/1743] lr: 1.000e-04, eta: 0:59:51, time: 0.839, data_time: 0.114, memory: 3025, loss_cls: 2.1275, loss: 2.1275, grad_norm: 4.0330 2020-10-16 12:00:48,675 - mmaction - INFO - Epoch [98][1320/1743] lr: 1.000e-04, eta: 0:59:32, time: 0.821, data_time: 0.149, memory: 3025, loss_cls: 2.1119, loss: 2.1119, grad_norm: 3.9973 2020-10-16 12:01:04,817 - mmaction - INFO - Epoch [98][1340/1743] lr: 1.000e-04, eta: 0:59:14, time: 0.814, data_time: 0.272, memory: 3025, loss_cls: 2.1899, loss: 2.1899, grad_norm: 4.0299 2020-10-16 12:01:21,305 - mmaction - INFO - Epoch [98][1360/1743] lr: 1.000e-04, eta: 0:58:56, time: 0.823, data_time: 0.252, memory: 3025, loss_cls: 2.1193, loss: 2.1193, grad_norm: 4.0106 2020-10-16 12:01:37,856 - mmaction - INFO - Epoch [98][1380/1743] lr: 1.000e-04, eta: 0:58:38, time: 0.823, data_time: 0.276, memory: 3025, loss_cls: 2.1324, loss: 2.1324, grad_norm: 4.0078 2020-10-16 12:01:54,771 - mmaction - INFO - Epoch [98][1400/1743] lr: 1.000e-04, eta: 0:58:19, time: 0.852, data_time: 0.284, memory: 3025, loss_cls: 2.1301, loss: 2.1301, grad_norm: 4.0032 2020-10-16 12:02:10,553 - mmaction - INFO - Epoch [98][1420/1743] lr: 1.000e-04, eta: 0:58:01, time: 0.787, data_time: 0.305, memory: 3025, loss_cls: 2.1103, loss: 2.1103, grad_norm: 3.9675 2020-10-16 12:02:26,298 - mmaction - INFO - Epoch [98][1440/1743] lr: 1.000e-04, eta: 0:57:43, time: 0.787, data_time: 0.310, memory: 3025, loss_cls: 2.1760, loss: 2.1760, grad_norm: 3.9913 2020-10-16 12:02:43,156 - mmaction - INFO - Epoch [98][1460/1743] lr: 1.000e-04, eta: 0:57:24, time: 0.846, data_time: 0.358, memory: 3025, loss_cls: 2.1499, loss: 2.1499, grad_norm: 4.0845 2020-10-16 12:02:58,939 - mmaction - INFO - Epoch [98][1480/1743] lr: 1.000e-04, eta: 0:57:06, time: 0.790, data_time: 0.303, memory: 3025, loss_cls: 2.1841, loss: 2.1841, grad_norm: 4.0337 2020-10-16 12:03:15,686 - mmaction - INFO - Epoch [98][1500/1743] lr: 1.000e-04, eta: 0:56:48, time: 0.833, data_time: 0.203, memory: 3025, loss_cls: 2.1569, loss: 2.1569, grad_norm: 4.0467 2020-10-16 12:03:32,003 - mmaction - INFO - Epoch [98][1520/1743] lr: 1.000e-04, eta: 0:56:29, time: 0.818, data_time: 0.106, memory: 3025, loss_cls: 2.1538, loss: 2.1538, grad_norm: 4.0132 2020-10-16 12:03:47,851 - mmaction - INFO - Epoch [98][1540/1743] lr: 1.000e-04, eta: 0:56:11, time: 0.792, data_time: 0.092, memory: 3025, loss_cls: 2.1128, loss: 2.1128, grad_norm: 3.9800 2020-10-16 12:04:03,517 - mmaction - INFO - Epoch [98][1560/1743] lr: 1.000e-04, eta: 0:55:53, time: 0.785, data_time: 0.042, memory: 3025, loss_cls: 2.1332, loss: 2.1332, grad_norm: 4.0322 2020-10-16 12:04:20,213 - mmaction - INFO - Epoch [98][1580/1743] lr: 1.000e-04, eta: 0:55:34, time: 0.829, data_time: 0.106, memory: 3025, loss_cls: 2.0937, loss: 2.0937, grad_norm: 3.9450 2020-10-16 12:04:36,122 - mmaction - INFO - Epoch [98][1600/1743] lr: 1.000e-04, eta: 0:55:16, time: 0.800, data_time: 0.167, memory: 3025, loss_cls: 2.1348, loss: 2.1348, grad_norm: 3.9859 2020-10-16 12:04:52,476 - mmaction - INFO - Epoch [98][1620/1743] lr: 1.000e-04, eta: 0:54:58, time: 0.810, data_time: 0.254, memory: 3025, loss_cls: 2.0956, loss: 2.0956, grad_norm: 3.9748 2020-10-16 12:05:08,216 - mmaction - INFO - Epoch [98][1640/1743] lr: 1.000e-04, eta: 0:54:39, time: 0.794, data_time: 0.215, memory: 3025, loss_cls: 2.1350, loss: 2.1350, grad_norm: 4.0184 2020-10-16 12:05:24,768 - mmaction - INFO - Epoch [98][1660/1743] lr: 1.000e-04, eta: 0:54:21, time: 0.826, data_time: 0.103, memory: 3025, loss_cls: 2.1243, loss: 2.1243, grad_norm: 3.9782 2020-10-16 12:05:41,414 - mmaction - INFO - Epoch [98][1680/1743] lr: 1.000e-04, eta: 0:54:03, time: 0.832, data_time: 0.094, memory: 3025, loss_cls: 2.1382, loss: 2.1382, grad_norm: 4.0697 2020-10-16 12:05:57,103 - mmaction - INFO - Epoch [98][1700/1743] lr: 1.000e-04, eta: 0:53:44, time: 0.785, data_time: 0.132, memory: 3025, loss_cls: 2.1492, loss: 2.1492, grad_norm: 3.9731 2020-10-16 12:06:13,583 - mmaction - INFO - Epoch [98][1720/1743] lr: 1.000e-04, eta: 0:53:26, time: 0.825, data_time: 0.130, memory: 3025, loss_cls: 2.1364, loss: 2.1364, grad_norm: 4.0529 2020-10-16 12:06:29,626 - mmaction - INFO - Epoch [98][1740/1743] lr: 1.000e-04, eta: 0:53:08, time: 0.805, data_time: 0.206, memory: 3025, loss_cls: 2.1512, loss: 2.1512, grad_norm: 3.9691 2020-10-16 12:07:03,752 - mmaction - INFO - Epoch [99][20/1743] lr: 1.000e-04, eta: 0:52:47, time: 1.538, data_time: 0.850, memory: 3025, loss_cls: 2.1160, loss: 2.1160, grad_norm: 3.9736 2020-10-16 12:07:20,914 - mmaction - INFO - Epoch [99][40/1743] lr: 1.000e-04, eta: 0:52:29, time: 0.859, data_time: 0.177, memory: 3025, loss_cls: 2.1847, loss: 2.1847, grad_norm: 4.0435 2020-10-16 12:07:38,263 - mmaction - INFO - Epoch [99][60/1743] lr: 1.000e-04, eta: 0:52:10, time: 0.867, data_time: 0.038, memory: 3025, loss_cls: 2.1140, loss: 2.1140, grad_norm: 4.0459 2020-10-16 12:07:54,249 - mmaction - INFO - Epoch [99][80/1743] lr: 1.000e-04, eta: 0:51:52, time: 0.801, data_time: 0.006, memory: 3025, loss_cls: 2.1181, loss: 2.1181, grad_norm: 3.9858 2020-10-16 12:08:10,216 - mmaction - INFO - Epoch [99][100/1743] lr: 1.000e-04, eta: 0:51:34, time: 0.794, data_time: 0.005, memory: 3025, loss_cls: 2.1112, loss: 2.1112, grad_norm: 4.0550 2020-10-16 12:08:26,639 - mmaction - INFO - Epoch [99][120/1743] lr: 1.000e-04, eta: 0:51:15, time: 0.822, data_time: 0.015, memory: 3025, loss_cls: 2.1426, loss: 2.1426, grad_norm: 3.9714 2020-10-16 12:08:43,109 - mmaction - INFO - Epoch [99][140/1743] lr: 1.000e-04, eta: 0:50:57, time: 0.825, data_time: 0.006, memory: 3025, loss_cls: 2.1540, loss: 2.1540, grad_norm: 4.0031 2020-10-16 12:08:59,093 - mmaction - INFO - Epoch [99][160/1743] lr: 1.000e-04, eta: 0:50:39, time: 0.802, data_time: 0.005, memory: 3025, loss_cls: 2.1274, loss: 2.1274, grad_norm: 4.0127 2020-10-16 12:09:14,516 - mmaction - INFO - Epoch [99][180/1743] lr: 1.000e-04, eta: 0:50:20, time: 0.767, data_time: 0.012, memory: 3025, loss_cls: 2.1399, loss: 2.1399, grad_norm: 4.0144 2020-10-16 12:09:30,295 - mmaction - INFO - Epoch [99][200/1743] lr: 1.000e-04, eta: 0:50:02, time: 0.789, data_time: 0.006, memory: 3025, loss_cls: 2.1997, loss: 2.1997, grad_norm: 4.0563 2020-10-16 12:09:46,630 - mmaction - INFO - Epoch [99][220/1743] lr: 1.000e-04, eta: 0:49:44, time: 0.815, data_time: 0.006, memory: 3025, loss_cls: 2.1879, loss: 2.1879, grad_norm: 4.0941 2020-10-16 12:10:02,403 - mmaction - INFO - Epoch [99][240/1743] lr: 1.000e-04, eta: 0:49:25, time: 0.787, data_time: 0.009, memory: 3025, loss_cls: 2.1238, loss: 2.1238, grad_norm: 3.9597 2020-10-16 12:10:17,758 - mmaction - INFO - Epoch [99][260/1743] lr: 1.000e-04, eta: 0:49:07, time: 0.771, data_time: 0.009, memory: 3025, loss_cls: 2.1143, loss: 2.1143, grad_norm: 3.9810 2020-10-16 12:10:33,811 - mmaction - INFO - Epoch [99][280/1743] lr: 1.000e-04, eta: 0:48:49, time: 0.802, data_time: 0.005, memory: 3025, loss_cls: 2.1396, loss: 2.1396, grad_norm: 4.0696 2020-10-16 12:10:49,071 - mmaction - INFO - Epoch [99][300/1743] lr: 1.000e-04, eta: 0:48:30, time: 0.763, data_time: 0.005, memory: 3025, loss_cls: 2.1139, loss: 2.1139, grad_norm: 3.9388 2020-10-16 12:11:05,256 - mmaction - INFO - Epoch [99][320/1743] lr: 1.000e-04, eta: 0:48:12, time: 0.813, data_time: 0.007, memory: 3025, loss_cls: 2.1420, loss: 2.1420, grad_norm: 3.9638 2020-10-16 12:11:21,146 - mmaction - INFO - Epoch [99][340/1743] lr: 1.000e-04, eta: 0:47:54, time: 0.793, data_time: 0.003, memory: 3025, loss_cls: 2.0864, loss: 2.0864, grad_norm: 3.9347 2020-10-16 12:11:36,994 - mmaction - INFO - Epoch [99][360/1743] lr: 1.000e-04, eta: 0:47:36, time: 0.789, data_time: 0.003, memory: 3025, loss_cls: 2.1401, loss: 2.1401, grad_norm: 4.0499 2020-10-16 12:11:52,644 - mmaction - INFO - Epoch [99][380/1743] lr: 1.000e-04, eta: 0:47:17, time: 0.782, data_time: 0.008, memory: 3025, loss_cls: 2.1252, loss: 2.1252, grad_norm: 3.9661 2020-10-16 12:12:08,095 - mmaction - INFO - Epoch [99][400/1743] lr: 1.000e-04, eta: 0:46:59, time: 0.769, data_time: 0.008, memory: 3025, loss_cls: 2.1154, loss: 2.1154, grad_norm: 3.9585 2020-10-16 12:12:23,536 - mmaction - INFO - Epoch [99][420/1743] lr: 1.000e-04, eta: 0:46:41, time: 0.777, data_time: 0.012, memory: 3025, loss_cls: 2.1691, loss: 2.1691, grad_norm: 4.1007 2020-10-16 12:12:40,374 - mmaction - INFO - Epoch [99][440/1743] lr: 1.000e-04, eta: 0:46:22, time: 0.844, data_time: 0.007, memory: 3025, loss_cls: 2.1288, loss: 2.1288, grad_norm: 3.9812 2020-10-16 12:12:56,605 - mmaction - INFO - Epoch [99][460/1743] lr: 1.000e-04, eta: 0:46:04, time: 0.809, data_time: 0.007, memory: 3025, loss_cls: 2.1118, loss: 2.1118, grad_norm: 3.9492 2020-10-16 12:13:12,379 - mmaction - INFO - Epoch [99][480/1743] lr: 1.000e-04, eta: 0:45:46, time: 0.790, data_time: 0.005, memory: 3025, loss_cls: 2.1376, loss: 2.1376, grad_norm: 4.0002 2020-10-16 12:13:27,731 - mmaction - INFO - Epoch [99][500/1743] lr: 1.000e-04, eta: 0:45:27, time: 0.767, data_time: 0.004, memory: 3025, loss_cls: 2.1290, loss: 2.1290, grad_norm: 4.0284 2020-10-16 12:13:42,511 - mmaction - INFO - Epoch [99][520/1743] lr: 1.000e-04, eta: 0:45:09, time: 0.739, data_time: 0.004, memory: 3025, loss_cls: 2.1319, loss: 2.1319, grad_norm: 3.9700 2020-10-16 12:13:59,448 - mmaction - INFO - Epoch [99][540/1743] lr: 1.000e-04, eta: 0:44:51, time: 0.847, data_time: 0.006, memory: 3025, loss_cls: 2.1530, loss: 2.1530, grad_norm: 4.0387 2020-10-16 12:14:14,976 - mmaction - INFO - Epoch [99][560/1743] lr: 1.000e-04, eta: 0:44:32, time: 0.778, data_time: 0.004, memory: 3025, loss_cls: 2.1635, loss: 2.1635, grad_norm: 4.0423 2020-10-16 12:14:30,555 - mmaction - INFO - Epoch [99][580/1743] lr: 1.000e-04, eta: 0:44:14, time: 0.777, data_time: 0.002, memory: 3025, loss_cls: 2.1382, loss: 2.1382, grad_norm: 3.9992 2020-10-16 12:14:46,195 - mmaction - INFO - Epoch [99][600/1743] lr: 1.000e-04, eta: 0:43:56, time: 0.784, data_time: 0.006, memory: 3025, loss_cls: 2.1640, loss: 2.1640, grad_norm: 4.1131 2020-10-16 12:15:02,076 - mmaction - INFO - Epoch [99][620/1743] lr: 1.000e-04, eta: 0:43:37, time: 0.790, data_time: 0.005, memory: 3025, loss_cls: 2.1897, loss: 2.1897, grad_norm: 4.1030 2020-10-16 12:15:17,807 - mmaction - INFO - Epoch [99][640/1743] lr: 1.000e-04, eta: 0:43:19, time: 0.792, data_time: 0.010, memory: 3025, loss_cls: 2.1268, loss: 2.1268, grad_norm: 4.0504 2020-10-16 12:15:34,046 - mmaction - INFO - Epoch [99][660/1743] lr: 1.000e-04, eta: 0:43:01, time: 0.808, data_time: 0.004, memory: 3025, loss_cls: 2.1691, loss: 2.1691, grad_norm: 4.0743 2020-10-16 12:15:49,883 - mmaction - INFO - Epoch [99][680/1743] lr: 1.000e-04, eta: 0:42:42, time: 0.793, data_time: 0.006, memory: 3025, loss_cls: 2.1739, loss: 2.1739, grad_norm: 4.0798 2020-10-16 12:16:05,828 - mmaction - INFO - Epoch [99][700/1743] lr: 1.000e-04, eta: 0:42:24, time: 0.796, data_time: 0.004, memory: 3025, loss_cls: 2.1574, loss: 2.1574, grad_norm: 3.9721 2020-10-16 12:16:21,803 - mmaction - INFO - Epoch [99][720/1743] lr: 1.000e-04, eta: 0:42:06, time: 0.795, data_time: 0.006, memory: 3025, loss_cls: 2.1402, loss: 2.1402, grad_norm: 4.0352 2020-10-16 12:16:37,637 - mmaction - INFO - Epoch [99][740/1743] lr: 1.000e-04, eta: 0:41:48, time: 0.792, data_time: 0.009, memory: 3025, loss_cls: 2.1246, loss: 2.1246, grad_norm: 4.0164 2020-10-16 12:16:53,289 - mmaction - INFO - Epoch [99][760/1743] lr: 1.000e-04, eta: 0:41:29, time: 0.784, data_time: 0.009, memory: 3025, loss_cls: 2.1090, loss: 2.1090, grad_norm: 4.0012 2020-10-16 12:17:08,967 - mmaction - INFO - Epoch [99][780/1743] lr: 1.000e-04, eta: 0:41:11, time: 0.784, data_time: 0.007, memory: 3025, loss_cls: 2.1129, loss: 2.1129, grad_norm: 3.9916 2020-10-16 12:17:24,576 - mmaction - INFO - Epoch [99][800/1743] lr: 1.000e-04, eta: 0:40:53, time: 0.782, data_time: 0.008, memory: 3025, loss_cls: 2.1147, loss: 2.1147, grad_norm: 3.9599 2020-10-16 12:17:40,184 - mmaction - INFO - Epoch [99][820/1743] lr: 1.000e-04, eta: 0:40:34, time: 0.781, data_time: 0.007, memory: 3025, loss_cls: 2.1538, loss: 2.1538, grad_norm: 3.9983 2020-10-16 12:17:56,414 - mmaction - INFO - Epoch [99][840/1743] lr: 1.000e-04, eta: 0:40:16, time: 0.812, data_time: 0.010, memory: 3025, loss_cls: 2.1525, loss: 2.1525, grad_norm: 4.0035 2020-10-16 12:18:12,289 - mmaction - INFO - Epoch [99][860/1743] lr: 1.000e-04, eta: 0:39:58, time: 0.789, data_time: 0.007, memory: 3025, loss_cls: 2.1369, loss: 2.1369, grad_norm: 4.0634 2020-10-16 12:18:28,658 - mmaction - INFO - Epoch [99][880/1743] lr: 1.000e-04, eta: 0:39:39, time: 0.826, data_time: 0.011, memory: 3025, loss_cls: 2.1093, loss: 2.1093, grad_norm: 4.0051 2020-10-16 12:18:44,672 - mmaction - INFO - Epoch [99][900/1743] lr: 1.000e-04, eta: 0:39:21, time: 0.799, data_time: 0.002, memory: 3025, loss_cls: 2.1220, loss: 2.1220, grad_norm: 4.0201 2020-10-16 12:19:01,633 - mmaction - INFO - Epoch [99][920/1743] lr: 1.000e-04, eta: 0:39:03, time: 0.840, data_time: 0.003, memory: 3025, loss_cls: 2.1426, loss: 2.1426, grad_norm: 3.9673 2020-10-16 12:19:16,708 - mmaction - INFO - Epoch [99][940/1743] lr: 1.000e-04, eta: 0:38:45, time: 0.758, data_time: 0.012, memory: 3025, loss_cls: 2.1082, loss: 2.1082, grad_norm: 3.9234 2020-10-16 12:19:33,195 - mmaction - INFO - Epoch [99][960/1743] lr: 1.000e-04, eta: 0:38:26, time: 0.831, data_time: 0.009, memory: 3025, loss_cls: 2.0915, loss: 2.0915, grad_norm: 3.9731 2020-10-16 12:19:49,888 - mmaction - INFO - Epoch [99][980/1743] lr: 1.000e-04, eta: 0:38:08, time: 0.830, data_time: 0.000, memory: 3025, loss_cls: 2.1605, loss: 2.1605, grad_norm: 3.9953 2020-10-16 12:20:06,434 - mmaction - INFO - Epoch [99][1000/1743] lr: 1.000e-04, eta: 0:37:50, time: 0.827, data_time: 0.005, memory: 3025, loss_cls: 2.1559, loss: 2.1559, grad_norm: 4.0562 2020-10-16 12:20:22,147 - mmaction - INFO - Epoch [99][1020/1743] lr: 1.000e-04, eta: 0:37:31, time: 0.789, data_time: 0.005, memory: 3025, loss_cls: 2.1435, loss: 2.1435, grad_norm: 3.9975 2020-10-16 12:20:38,859 - mmaction - INFO - Epoch [99][1040/1743] lr: 1.000e-04, eta: 0:37:13, time: 0.837, data_time: 0.002, memory: 3025, loss_cls: 2.1273, loss: 2.1273, grad_norm: 3.9624 2020-10-16 12:20:54,914 - mmaction - INFO - Epoch [99][1060/1743] lr: 1.000e-04, eta: 0:36:55, time: 0.799, data_time: 0.003, memory: 3025, loss_cls: 2.1398, loss: 2.1398, grad_norm: 4.0032 2020-10-16 12:21:11,434 - mmaction - INFO - Epoch [99][1080/1743] lr: 1.000e-04, eta: 0:36:37, time: 0.828, data_time: 0.004, memory: 3025, loss_cls: 2.1397, loss: 2.1397, grad_norm: 4.0213 2020-10-16 12:21:28,054 - mmaction - INFO - Epoch [99][1100/1743] lr: 1.000e-04, eta: 0:36:18, time: 0.833, data_time: 0.009, memory: 3025, loss_cls: 2.1119, loss: 2.1119, grad_norm: 3.9778 2020-10-16 12:21:44,612 - mmaction - INFO - Epoch [99][1120/1743] lr: 1.000e-04, eta: 0:36:00, time: 0.827, data_time: 0.002, memory: 3025, loss_cls: 2.1251, loss: 2.1251, grad_norm: 4.0066 2020-10-16 12:22:01,514 - mmaction - INFO - Epoch [99][1140/1743] lr: 1.000e-04, eta: 0:35:42, time: 0.840, data_time: 0.004, memory: 3025, loss_cls: 2.1437, loss: 2.1437, grad_norm: 4.0113 2020-10-16 12:22:17,051 - mmaction - INFO - Epoch [99][1160/1743] lr: 1.000e-04, eta: 0:35:23, time: 0.783, data_time: 0.008, memory: 3025, loss_cls: 2.1158, loss: 2.1158, grad_norm: 4.0115 2020-10-16 12:22:33,694 - mmaction - INFO - Epoch [99][1180/1743] lr: 1.000e-04, eta: 0:35:05, time: 0.829, data_time: 0.001, memory: 3025, loss_cls: 2.1218, loss: 2.1218, grad_norm: 3.9495 2020-10-16 12:22:50,020 - mmaction - INFO - Epoch [99][1200/1743] lr: 1.000e-04, eta: 0:34:47, time: 0.813, data_time: 0.004, memory: 3025, loss_cls: 2.0957, loss: 2.0957, grad_norm: 4.0172 2020-10-16 12:23:06,900 - mmaction - INFO - Epoch [99][1220/1743] lr: 1.000e-04, eta: 0:34:29, time: 0.844, data_time: 0.010, memory: 3025, loss_cls: 2.0971, loss: 2.0971, grad_norm: 3.9687 2020-10-16 12:23:22,334 - mmaction - INFO - Epoch [99][1240/1743] lr: 1.000e-04, eta: 0:34:10, time: 0.772, data_time: 0.008, memory: 3025, loss_cls: 2.1311, loss: 2.1311, grad_norm: 4.0545 2020-10-16 12:23:39,153 - mmaction - INFO - Epoch [99][1260/1743] lr: 1.000e-04, eta: 0:33:52, time: 0.839, data_time: 0.008, memory: 3025, loss_cls: 2.1270, loss: 2.1270, grad_norm: 4.0426 2020-10-16 12:23:55,156 - mmaction - INFO - Epoch [99][1280/1743] lr: 1.000e-04, eta: 0:33:34, time: 0.806, data_time: 0.011, memory: 3025, loss_cls: 2.1596, loss: 2.1596, grad_norm: 4.0634 2020-10-16 12:24:12,071 - mmaction - INFO - Epoch [99][1300/1743] lr: 1.000e-04, eta: 0:33:15, time: 0.839, data_time: 0.003, memory: 3025, loss_cls: 2.1516, loss: 2.1516, grad_norm: 4.0049 2020-10-16 12:24:29,096 - mmaction - INFO - Epoch [99][1320/1743] lr: 1.000e-04, eta: 0:32:57, time: 0.856, data_time: 0.009, memory: 3025, loss_cls: 2.1181, loss: 2.1181, grad_norm: 4.0260 2020-10-16 12:24:45,277 - mmaction - INFO - Epoch [99][1340/1743] lr: 1.000e-04, eta: 0:32:39, time: 0.809, data_time: 0.006, memory: 3025, loss_cls: 2.1413, loss: 2.1413, grad_norm: 4.0056 2020-10-16 12:25:00,839 - mmaction - INFO - Epoch [99][1360/1743] lr: 1.000e-04, eta: 0:32:21, time: 0.776, data_time: 0.006, memory: 3025, loss_cls: 2.1299, loss: 2.1299, grad_norm: 4.0519 2020-10-16 12:25:16,189 - mmaction - INFO - Epoch [99][1380/1743] lr: 1.000e-04, eta: 0:32:02, time: 0.773, data_time: 0.008, memory: 3025, loss_cls: 2.1650, loss: 2.1650, grad_norm: 4.0909 2020-10-16 12:25:31,527 - mmaction - INFO - Epoch [99][1400/1743] lr: 1.000e-04, eta: 0:31:44, time: 0.762, data_time: 0.002, memory: 3025, loss_cls: 2.1345, loss: 2.1345, grad_norm: 4.0052 2020-10-16 12:25:47,105 - mmaction - INFO - Epoch [99][1420/1743] lr: 1.000e-04, eta: 0:31:26, time: 0.779, data_time: 0.007, memory: 3025, loss_cls: 2.1576, loss: 2.1576, grad_norm: 4.0216 2020-10-16 12:26:03,239 - mmaction - INFO - Epoch [99][1440/1743] lr: 1.000e-04, eta: 0:31:07, time: 0.810, data_time: 0.006, memory: 3025, loss_cls: 2.1428, loss: 2.1428, grad_norm: 4.0165 2020-10-16 12:26:18,951 - mmaction - INFO - Epoch [99][1460/1743] lr: 1.000e-04, eta: 0:30:49, time: 0.784, data_time: 0.004, memory: 3025, loss_cls: 2.1383, loss: 2.1383, grad_norm: 4.1039 2020-10-16 12:26:34,587 - mmaction - INFO - Epoch [99][1480/1743] lr: 1.000e-04, eta: 0:30:31, time: 0.782, data_time: 0.006, memory: 3025, loss_cls: 2.1366, loss: 2.1366, grad_norm: 4.0909 2020-10-16 12:26:50,560 - mmaction - INFO - Epoch [99][1500/1743] lr: 1.000e-04, eta: 0:30:12, time: 0.796, data_time: 0.004, memory: 3025, loss_cls: 2.1122, loss: 2.1122, grad_norm: 3.9970 2020-10-16 12:27:06,561 - mmaction - INFO - Epoch [99][1520/1743] lr: 1.000e-04, eta: 0:29:54, time: 0.803, data_time: 0.012, memory: 3025, loss_cls: 2.1360, loss: 2.1360, grad_norm: 3.9716 2020-10-16 12:27:22,721 - mmaction - INFO - Epoch [99][1540/1743] lr: 1.000e-04, eta: 0:29:36, time: 0.805, data_time: 0.007, memory: 3025, loss_cls: 2.1157, loss: 2.1157, grad_norm: 4.0241 2020-10-16 12:27:38,482 - mmaction - INFO - Epoch [99][1560/1743] lr: 1.000e-04, eta: 0:29:18, time: 0.788, data_time: 0.008, memory: 3025, loss_cls: 2.1346, loss: 2.1346, grad_norm: 4.1468 2020-10-16 12:27:54,200 - mmaction - INFO - Epoch [99][1580/1743] lr: 1.000e-04, eta: 0:28:59, time: 0.787, data_time: 0.008, memory: 3025, loss_cls: 2.1207, loss: 2.1207, grad_norm: 3.9728 2020-10-16 12:28:10,247 - mmaction - INFO - Epoch [99][1600/1743] lr: 1.000e-04, eta: 0:28:41, time: 0.807, data_time: 0.008, memory: 3025, loss_cls: 2.1429, loss: 2.1429, grad_norm: 3.9868 2020-10-16 12:28:25,944 - mmaction - INFO - Epoch [99][1620/1743] lr: 1.000e-04, eta: 0:28:23, time: 0.783, data_time: 0.002, memory: 3025, loss_cls: 2.1341, loss: 2.1341, grad_norm: 4.0553 2020-10-16 12:28:41,747 - mmaction - INFO - Epoch [99][1640/1743] lr: 1.000e-04, eta: 0:28:05, time: 0.791, data_time: 0.003, memory: 3025, loss_cls: 2.1495, loss: 2.1495, grad_norm: 4.0140 2020-10-16 12:28:57,814 - mmaction - INFO - Epoch [99][1660/1743] lr: 1.000e-04, eta: 0:27:46, time: 0.804, data_time: 0.001, memory: 3025, loss_cls: 2.1388, loss: 2.1388, grad_norm: 4.0219 2020-10-16 12:29:14,572 - mmaction - INFO - Epoch [99][1680/1743] lr: 1.000e-04, eta: 0:27:28, time: 0.836, data_time: 0.002, memory: 3025, loss_cls: 2.1241, loss: 2.1241, grad_norm: 3.9897 2020-10-16 12:29:30,808 - mmaction - INFO - Epoch [99][1700/1743] lr: 1.000e-04, eta: 0:27:10, time: 0.813, data_time: 0.005, memory: 3025, loss_cls: 2.1306, loss: 2.1306, grad_norm: 4.0282 2020-10-16 12:29:47,177 - mmaction - INFO - Epoch [99][1720/1743] lr: 1.000e-04, eta: 0:26:51, time: 0.814, data_time: 0.002, memory: 3025, loss_cls: 2.1671, loss: 2.1671, grad_norm: 4.1119 2020-10-16 12:30:03,206 - mmaction - INFO - Epoch [99][1740/1743] lr: 1.000e-04, eta: 0:26:33, time: 0.799, data_time: 0.008, memory: 3025, loss_cls: 2.1188, loss: 2.1188, grad_norm: 4.0704 2020-10-16 12:30:36,135 - mmaction - INFO - Epoch [100][20/1743] lr: 1.000e-04, eta: 0:26:12, time: 1.510, data_time: 0.733, memory: 3025, loss_cls: 2.1269, loss: 2.1269, grad_norm: 4.0305 2020-10-16 12:30:53,276 - mmaction - INFO - Epoch [100][40/1743] lr: 1.000e-04, eta: 0:25:54, time: 0.856, data_time: 0.005, memory: 3025, loss_cls: 2.1410, loss: 2.1410, grad_norm: 4.0393 2020-10-16 12:31:10,328 - mmaction - INFO - Epoch [100][60/1743] lr: 1.000e-04, eta: 0:25:36, time: 0.848, data_time: 0.010, memory: 3025, loss_cls: 2.1541, loss: 2.1541, grad_norm: 4.0924 2020-10-16 12:31:26,375 - mmaction - INFO - Epoch [100][80/1743] lr: 1.000e-04, eta: 0:25:17, time: 0.804, data_time: 0.007, memory: 3025, loss_cls: 2.1634, loss: 2.1634, grad_norm: 4.0716 2020-10-16 12:31:43,286 - mmaction - INFO - Epoch [100][100/1743] lr: 1.000e-04, eta: 0:24:59, time: 0.845, data_time: 0.008, memory: 3025, loss_cls: 2.1831, loss: 2.1831, grad_norm: 4.1354 2020-10-16 12:32:00,248 - mmaction - INFO - Epoch [100][120/1743] lr: 1.000e-04, eta: 0:24:41, time: 0.844, data_time: 0.006, memory: 3025, loss_cls: 2.1293, loss: 2.1293, grad_norm: 3.9816 2020-10-16 12:32:16,263 - mmaction - INFO - Epoch [100][140/1743] lr: 1.000e-04, eta: 0:24:23, time: 0.802, data_time: 0.012, memory: 3025, loss_cls: 2.1464, loss: 2.1464, grad_norm: 4.0338 2020-10-16 12:32:33,176 - mmaction - INFO - Epoch [100][160/1743] lr: 1.000e-04, eta: 0:24:04, time: 0.849, data_time: 0.010, memory: 3025, loss_cls: 2.1478, loss: 2.1478, grad_norm: 3.9734 2020-10-16 12:32:49,402 - mmaction - INFO - Epoch [100][180/1743] lr: 1.000e-04, eta: 0:23:46, time: 0.813, data_time: 0.006, memory: 3025, loss_cls: 2.1377, loss: 2.1377, grad_norm: 4.0352 2020-10-16 12:33:05,662 - mmaction - INFO - Epoch [100][200/1743] lr: 1.000e-04, eta: 0:23:28, time: 0.814, data_time: 0.004, memory: 3025, loss_cls: 2.1305, loss: 2.1305, grad_norm: 3.9735 2020-10-16 12:33:21,434 - mmaction - INFO - Epoch [100][220/1743] lr: 1.000e-04, eta: 0:23:10, time: 0.788, data_time: 0.006, memory: 3025, loss_cls: 2.1091, loss: 2.1091, grad_norm: 4.0128 2020-10-16 12:33:37,346 - mmaction - INFO - Epoch [100][240/1743] lr: 1.000e-04, eta: 0:22:51, time: 0.790, data_time: 0.005, memory: 3025, loss_cls: 2.1119, loss: 2.1119, grad_norm: 4.0100 2020-10-16 12:33:53,438 - mmaction - INFO - Epoch [100][260/1743] lr: 1.000e-04, eta: 0:22:33, time: 0.813, data_time: 0.010, memory: 3025, loss_cls: 2.1028, loss: 2.1028, grad_norm: 4.0275 2020-10-16 12:34:09,611 - mmaction - INFO - Epoch [100][280/1743] lr: 1.000e-04, eta: 0:22:15, time: 0.805, data_time: 0.003, memory: 3025, loss_cls: 2.1326, loss: 2.1326, grad_norm: 3.9799 2020-10-16 12:34:26,079 - mmaction - INFO - Epoch [100][300/1743] lr: 1.000e-04, eta: 0:21:56, time: 0.818, data_time: 0.007, memory: 3025, loss_cls: 2.1500, loss: 2.1500, grad_norm: 4.0309 2020-10-16 12:34:42,578 - mmaction - INFO - Epoch [100][320/1743] lr: 1.000e-04, eta: 0:21:38, time: 0.823, data_time: 0.013, memory: 3025, loss_cls: 2.1452, loss: 2.1452, grad_norm: 3.9757 2020-10-16 12:34:58,564 - mmaction - INFO - Epoch [100][340/1743] lr: 1.000e-04, eta: 0:21:20, time: 0.802, data_time: 0.013, memory: 3025, loss_cls: 2.1194, loss: 2.1194, grad_norm: 3.9714 2020-10-16 12:35:14,201 - mmaction - INFO - Epoch [100][360/1743] lr: 1.000e-04, eta: 0:21:02, time: 0.789, data_time: 0.011, memory: 3025, loss_cls: 2.1331, loss: 2.1331, grad_norm: 3.9668 2020-10-16 12:35:30,020 - mmaction - INFO - Epoch [100][380/1743] lr: 1.000e-04, eta: 0:20:43, time: 0.791, data_time: 0.003, memory: 3025, loss_cls: 2.1286, loss: 2.1286, grad_norm: 4.0181 2020-10-16 12:35:46,526 - mmaction - INFO - Epoch [100][400/1743] lr: 1.000e-04, eta: 0:20:25, time: 0.825, data_time: 0.005, memory: 3025, loss_cls: 2.1550, loss: 2.1550, grad_norm: 4.0713 2020-10-16 12:36:01,880 - mmaction - INFO - Epoch [100][420/1743] lr: 1.000e-04, eta: 0:20:07, time: 0.766, data_time: 0.008, memory: 3025, loss_cls: 2.0910, loss: 2.0910, grad_norm: 3.9506 2020-10-16 12:36:17,932 - mmaction - INFO - Epoch [100][440/1743] lr: 1.000e-04, eta: 0:19:49, time: 0.798, data_time: 0.006, memory: 3025, loss_cls: 2.1286, loss: 2.1286, grad_norm: 4.0230 2020-10-16 12:36:33,682 - mmaction - INFO - Epoch [100][460/1743] lr: 1.000e-04, eta: 0:19:30, time: 0.790, data_time: 0.010, memory: 3025, loss_cls: 2.0984, loss: 2.0984, grad_norm: 4.0025 2020-10-16 12:36:49,994 - mmaction - INFO - Epoch [100][480/1743] lr: 1.000e-04, eta: 0:19:12, time: 0.819, data_time: 0.010, memory: 3025, loss_cls: 2.1189, loss: 2.1189, grad_norm: 3.9677 2020-10-16 12:37:06,160 - mmaction - INFO - Epoch [100][500/1743] lr: 1.000e-04, eta: 0:18:54, time: 0.806, data_time: 0.005, memory: 3025, loss_cls: 2.1753, loss: 2.1753, grad_norm: 4.1307 2020-10-16 12:37:22,162 - mmaction - INFO - Epoch [100][520/1743] lr: 1.000e-04, eta: 0:18:35, time: 0.804, data_time: 0.010, memory: 3025, loss_cls: 2.1016, loss: 2.1016, grad_norm: 4.0085 2020-10-16 12:37:37,944 - mmaction - INFO - Epoch [100][540/1743] lr: 1.000e-04, eta: 0:18:17, time: 0.790, data_time: 0.004, memory: 3025, loss_cls: 2.1438, loss: 2.1438, grad_norm: 4.0098 2020-10-16 12:37:53,909 - mmaction - INFO - Epoch [100][560/1743] lr: 1.000e-04, eta: 0:17:59, time: 0.799, data_time: 0.004, memory: 3025, loss_cls: 2.1273, loss: 2.1273, grad_norm: 4.0644 2020-10-16 12:38:10,406 - mmaction - INFO - Epoch [100][580/1743] lr: 1.000e-04, eta: 0:17:41, time: 0.822, data_time: 0.003, memory: 3025, loss_cls: 2.1068, loss: 2.1068, grad_norm: 4.0454 2020-10-16 12:38:25,862 - mmaction - INFO - Epoch [100][600/1743] lr: 1.000e-04, eta: 0:17:22, time: 0.776, data_time: 0.009, memory: 3025, loss_cls: 2.0820, loss: 2.0820, grad_norm: 3.9556 2020-10-16 12:38:42,319 - mmaction - INFO - Epoch [100][620/1743] lr: 1.000e-04, eta: 0:17:04, time: 0.819, data_time: 0.006, memory: 3025, loss_cls: 2.1678, loss: 2.1678, grad_norm: 4.1470 2020-10-16 12:38:57,759 - mmaction - INFO - Epoch [100][640/1743] lr: 1.000e-04, eta: 0:16:46, time: 0.777, data_time: 0.009, memory: 3025, loss_cls: 2.1499, loss: 2.1499, grad_norm: 4.0394 2020-10-16 12:39:14,439 - mmaction - INFO - Epoch [100][660/1743] lr: 1.000e-04, eta: 0:16:28, time: 0.827, data_time: 0.002, memory: 3025, loss_cls: 2.0963, loss: 2.0963, grad_norm: 3.9336 2020-10-16 12:39:29,940 - mmaction - INFO - Epoch [100][680/1743] lr: 1.000e-04, eta: 0:16:09, time: 0.776, data_time: 0.009, memory: 3025, loss_cls: 2.1683, loss: 2.1683, grad_norm: 4.0747 2020-10-16 12:39:45,716 - mmaction - INFO - Epoch [100][700/1743] lr: 1.000e-04, eta: 0:15:51, time: 0.793, data_time: 0.010, memory: 3025, loss_cls: 2.1212, loss: 2.1212, grad_norm: 3.9909 2020-10-16 12:40:01,969 - mmaction - INFO - Epoch [100][720/1743] lr: 1.000e-04, eta: 0:15:33, time: 0.810, data_time: 0.007, memory: 3025, loss_cls: 2.1369, loss: 2.1369, grad_norm: 4.0610 2020-10-16 12:40:18,031 - mmaction - INFO - Epoch [100][740/1743] lr: 1.000e-04, eta: 0:15:15, time: 0.806, data_time: 0.008, memory: 3025, loss_cls: 2.1824, loss: 2.1824, grad_norm: 4.0432 2020-10-16 12:40:34,032 - mmaction - INFO - Epoch [100][760/1743] lr: 1.000e-04, eta: 0:14:56, time: 0.794, data_time: 0.004, memory: 3025, loss_cls: 2.1630, loss: 2.1630, grad_norm: 4.0842 2020-10-16 12:40:49,676 - mmaction - INFO - Epoch [100][780/1743] lr: 1.000e-04, eta: 0:14:38, time: 0.784, data_time: 0.010, memory: 3025, loss_cls: 2.1616, loss: 2.1616, grad_norm: 4.0871 2020-10-16 12:41:05,602 - mmaction - INFO - Epoch [100][800/1743] lr: 1.000e-04, eta: 0:14:20, time: 0.797, data_time: 0.011, memory: 3025, loss_cls: 2.1624, loss: 2.1624, grad_norm: 4.0384 2020-10-16 12:41:20,830 - mmaction - INFO - Epoch [100][820/1743] lr: 1.000e-04, eta: 0:14:02, time: 0.763, data_time: 0.006, memory: 3025, loss_cls: 2.1633, loss: 2.1633, grad_norm: 4.0676 2020-10-16 12:41:37,225 - mmaction - INFO - Epoch [100][840/1743] lr: 1.000e-04, eta: 0:13:43, time: 0.818, data_time: 0.006, memory: 3025, loss_cls: 2.1172, loss: 2.1172, grad_norm: 4.0043 2020-10-16 12:41:52,955 - mmaction - INFO - Epoch [100][860/1743] lr: 1.000e-04, eta: 0:13:25, time: 0.787, data_time: 0.010, memory: 3025, loss_cls: 2.1205, loss: 2.1205, grad_norm: 3.9474 2020-10-16 12:42:08,844 - mmaction - INFO - Epoch [100][880/1743] lr: 1.000e-04, eta: 0:13:07, time: 0.789, data_time: 0.010, memory: 3025, loss_cls: 2.1225, loss: 2.1225, grad_norm: 4.0153 2020-10-16 12:42:24,866 - mmaction - INFO - Epoch [100][900/1743] lr: 1.000e-04, eta: 0:12:49, time: 0.806, data_time: 0.012, memory: 3025, loss_cls: 2.1433, loss: 2.1433, grad_norm: 4.0808 2020-10-16 12:42:40,902 - mmaction - INFO - Epoch [100][920/1743] lr: 1.000e-04, eta: 0:12:30, time: 0.801, data_time: 0.009, memory: 3025, loss_cls: 2.1145, loss: 2.1145, grad_norm: 4.0277 2020-10-16 12:42:56,927 - mmaction - INFO - Epoch [100][940/1743] lr: 1.000e-04, eta: 0:12:12, time: 0.801, data_time: 0.010, memory: 3025, loss_cls: 2.1164, loss: 2.1164, grad_norm: 3.9462 2020-10-16 12:43:12,946 - mmaction - INFO - Epoch [100][960/1743] lr: 1.000e-04, eta: 0:11:54, time: 0.803, data_time: 0.010, memory: 3025, loss_cls: 2.1786, loss: 2.1786, grad_norm: 3.9785 2020-10-16 12:43:28,696 - mmaction - INFO - Epoch [100][980/1743] lr: 1.000e-04, eta: 0:11:35, time: 0.784, data_time: 0.007, memory: 3025, loss_cls: 2.1517, loss: 2.1517, grad_norm: 4.0330 2020-10-16 12:43:44,654 - mmaction - INFO - Epoch [100][1000/1743] lr: 1.000e-04, eta: 0:11:17, time: 0.801, data_time: 0.020, memory: 3025, loss_cls: 2.1207, loss: 2.1207, grad_norm: 3.9951 2020-10-16 12:44:00,274 - mmaction - INFO - Epoch [100][1020/1743] lr: 1.000e-04, eta: 0:10:59, time: 0.784, data_time: 0.008, memory: 3025, loss_cls: 2.1223, loss: 2.1223, grad_norm: 4.0844 2020-10-16 12:44:16,433 - mmaction - INFO - Epoch [100][1040/1743] lr: 1.000e-04, eta: 0:10:41, time: 0.801, data_time: 0.003, memory: 3025, loss_cls: 2.1485, loss: 2.1485, grad_norm: 4.0107 2020-10-16 12:44:32,733 - mmaction - INFO - Epoch [100][1060/1743] lr: 1.000e-04, eta: 0:10:22, time: 0.819, data_time: 0.011, memory: 3025, loss_cls: 2.1044, loss: 2.1044, grad_norm: 3.9418 2020-10-16 12:44:48,583 - mmaction - INFO - Epoch [100][1080/1743] lr: 1.000e-04, eta: 0:10:04, time: 0.796, data_time: 0.008, memory: 3025, loss_cls: 2.1270, loss: 2.1270, grad_norm: 4.0720 2020-10-16 12:45:04,465 - mmaction - INFO - Epoch [100][1100/1743] lr: 1.000e-04, eta: 0:09:46, time: 0.791, data_time: 0.005, memory: 3025, loss_cls: 2.1360, loss: 2.1360, grad_norm: 3.9686 2020-10-16 12:45:20,589 - mmaction - INFO - Epoch [100][1120/1743] lr: 1.000e-04, eta: 0:09:28, time: 0.801, data_time: 0.007, memory: 3025, loss_cls: 2.0952, loss: 2.0952, grad_norm: 3.9518 2020-10-16 12:45:36,457 - mmaction - INFO - Epoch [100][1140/1743] lr: 1.000e-04, eta: 0:09:09, time: 0.803, data_time: 0.011, memory: 3025, loss_cls: 2.1515, loss: 2.1515, grad_norm: 3.9981 2020-10-16 12:45:52,168 - mmaction - INFO - Epoch [100][1160/1743] lr: 1.000e-04, eta: 0:08:51, time: 0.784, data_time: 0.005, memory: 3025, loss_cls: 2.1443, loss: 2.1443, grad_norm: 4.0854 2020-10-16 12:46:08,374 - mmaction - INFO - Epoch [100][1180/1743] lr: 1.000e-04, eta: 0:08:33, time: 0.808, data_time: 0.005, memory: 3025, loss_cls: 2.0845, loss: 2.0845, grad_norm: 4.0018 2020-10-16 12:46:24,674 - mmaction - INFO - Epoch [100][1200/1743] lr: 1.000e-04, eta: 0:08:15, time: 0.807, data_time: 0.008, memory: 3025, loss_cls: 2.1252, loss: 2.1252, grad_norm: 4.0297 2020-10-16 12:46:41,024 - mmaction - INFO - Epoch [100][1220/1743] lr: 1.000e-04, eta: 0:07:56, time: 0.822, data_time: 0.014, memory: 3025, loss_cls: 2.1606, loss: 2.1606, grad_norm: 4.0389 2020-10-16 12:46:57,278 - mmaction - INFO - Epoch [100][1240/1743] lr: 1.000e-04, eta: 0:07:38, time: 0.813, data_time: 0.008, memory: 3025, loss_cls: 2.1316, loss: 2.1316, grad_norm: 3.9637 2020-10-16 12:47:13,225 - mmaction - INFO - Epoch [100][1260/1743] lr: 1.000e-04, eta: 0:07:20, time: 0.794, data_time: 0.011, memory: 3025, loss_cls: 2.1014, loss: 2.1014, grad_norm: 4.1051 2020-10-16 12:47:29,745 - mmaction - INFO - Epoch [100][1280/1743] lr: 1.000e-04, eta: 0:07:02, time: 0.835, data_time: 0.014, memory: 3025, loss_cls: 2.1353, loss: 2.1353, grad_norm: 4.0504 2020-10-16 12:47:45,900 - mmaction - INFO - Epoch [100][1300/1743] lr: 1.000e-04, eta: 0:06:44, time: 0.804, data_time: 0.004, memory: 3025, loss_cls: 2.1221, loss: 2.1221, grad_norm: 4.0022 2020-10-16 12:48:01,784 - mmaction - INFO - Epoch [100][1320/1743] lr: 1.000e-04, eta: 0:06:25, time: 0.796, data_time: 0.006, memory: 3025, loss_cls: 2.1210, loss: 2.1210, grad_norm: 4.0557 2020-10-16 12:48:17,324 - mmaction - INFO - Epoch [100][1340/1743] lr: 1.000e-04, eta: 0:06:07, time: 0.774, data_time: 0.006, memory: 3025, loss_cls: 2.1747, loss: 2.1747, grad_norm: 4.1320 2020-10-16 12:48:33,452 - mmaction - INFO - Epoch [100][1360/1743] lr: 1.000e-04, eta: 0:05:49, time: 0.808, data_time: 0.008, memory: 3025, loss_cls: 2.1147, loss: 2.1147, grad_norm: 3.9746 2020-10-16 12:48:49,044 - mmaction - INFO - Epoch [100][1380/1743] lr: 1.000e-04, eta: 0:05:31, time: 0.784, data_time: 0.010, memory: 3025, loss_cls: 2.1486, loss: 2.1486, grad_norm: 3.9744 2020-10-16 12:49:05,106 - mmaction - INFO - Epoch [100][1400/1743] lr: 1.000e-04, eta: 0:05:12, time: 0.789, data_time: 0.003, memory: 3025, loss_cls: 2.1605, loss: 2.1605, grad_norm: 4.0548 2020-10-16 12:49:21,156 - mmaction - INFO - Epoch [100][1420/1743] lr: 1.000e-04, eta: 0:04:54, time: 0.810, data_time: 0.014, memory: 3025, loss_cls: 2.1290, loss: 2.1290, grad_norm: 4.0379 2020-10-16 12:49:37,120 - mmaction - INFO - Epoch [100][1440/1743] lr: 1.000e-04, eta: 0:04:36, time: 0.796, data_time: 0.008, memory: 3025, loss_cls: 2.1049, loss: 2.1049, grad_norm: 3.9901 2020-10-16 12:49:53,097 - mmaction - INFO - Epoch [100][1460/1743] lr: 1.000e-04, eta: 0:04:18, time: 0.805, data_time: 0.008, memory: 3025, loss_cls: 2.0759, loss: 2.0759, grad_norm: 4.0013 2020-10-16 12:50:09,618 - mmaction - INFO - Epoch [100][1480/1743] lr: 1.000e-04, eta: 0:03:59, time: 0.826, data_time: 0.004, memory: 3025, loss_cls: 2.1553, loss: 2.1553, grad_norm: 4.0885 2020-10-16 12:50:25,820 - mmaction - INFO - Epoch [100][1500/1743] lr: 1.000e-04, eta: 0:03:41, time: 0.808, data_time: 0.003, memory: 3025, loss_cls: 2.1422, loss: 2.1422, grad_norm: 4.0051 2020-10-16 12:50:42,331 - mmaction - INFO - Epoch [100][1520/1743] lr: 1.000e-04, eta: 0:03:23, time: 0.820, data_time: 0.008, memory: 3025, loss_cls: 2.1400, loss: 2.1400, grad_norm: 4.0124 2020-10-16 12:50:58,697 - mmaction - INFO - Epoch [100][1540/1743] lr: 1.000e-04, eta: 0:03:05, time: 0.826, data_time: 0.011, memory: 3025, loss_cls: 2.1493, loss: 2.1493, grad_norm: 3.9856 2020-10-16 12:51:14,443 - mmaction - INFO - Epoch [100][1560/1743] lr: 1.000e-04, eta: 0:02:46, time: 0.780, data_time: 0.003, memory: 3025, loss_cls: 2.1500, loss: 2.1500, grad_norm: 4.0511 2020-10-16 12:51:30,526 - mmaction - INFO - Epoch [100][1580/1743] lr: 1.000e-04, eta: 0:02:28, time: 0.811, data_time: 0.010, memory: 3025, loss_cls: 2.1526, loss: 2.1526, grad_norm: 3.9652 2020-10-16 12:51:46,186 - mmaction - INFO - Epoch [100][1600/1743] lr: 1.000e-04, eta: 0:02:10, time: 0.781, data_time: 0.004, memory: 3025, loss_cls: 2.1473, loss: 2.1473, grad_norm: 4.0963 2020-10-16 12:52:02,621 - mmaction - INFO - Epoch [100][1620/1743] lr: 1.000e-04, eta: 0:01:52, time: 0.816, data_time: 0.006, memory: 3025, loss_cls: 2.1525, loss: 2.1525, grad_norm: 4.0607 2020-10-16 12:52:18,273 - mmaction - INFO - Epoch [100][1640/1743] lr: 1.000e-04, eta: 0:01:33, time: 0.792, data_time: 0.011, memory: 3025, loss_cls: 2.1135, loss: 2.1135, grad_norm: 3.9900 2020-10-16 12:52:34,522 - mmaction - INFO - Epoch [100][1660/1743] lr: 1.000e-04, eta: 0:01:15, time: 0.807, data_time: 0.002, memory: 3025, loss_cls: 2.1199, loss: 2.1199, grad_norm: 4.0445 2020-10-16 12:52:50,429 - mmaction - INFO - Epoch [100][1680/1743] lr: 1.000e-04, eta: 0:00:57, time: 0.797, data_time: 0.008, memory: 3025, loss_cls: 2.1391, loss: 2.1391, grad_norm: 4.0063 2020-10-16 12:53:06,524 - mmaction - INFO - Epoch [100][1700/1743] lr: 1.000e-04, eta: 0:00:39, time: 0.803, data_time: 0.009, memory: 3025, loss_cls: 2.1208, loss: 2.1208, grad_norm: 4.0230 2020-10-16 12:53:22,455 - mmaction - INFO - Epoch [100][1720/1743] lr: 1.000e-04, eta: 0:00:20, time: 0.798, data_time: 0.009, memory: 3025, loss_cls: 2.1686, loss: 2.1686, grad_norm: 4.1955 2020-10-16 12:53:38,350 - mmaction - INFO - Epoch [100][1740/1743] lr: 1.000e-04, eta: 0:00:02, time: 0.799, data_time: 0.008, memory: 3025, loss_cls: 2.1009, loss: 2.1009, grad_norm: 3.9898 2020-10-16 12:53:41,719 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-10-16 12:55:33,632 - mmaction - INFO - Evaluating mean_average_precision... 2020-10-16 12:55:39,446 - mmaction - INFO - mean_average_precision 0.7255 2020-10-16 12:55:39,502 - mmaction - INFO - Epoch(val) [100][1743] mean_average_precision: 0.7255