2020-06-19 10:36:45,399 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.6 (default, Jan 8 2020, 19:59:22) [GCC 7.3.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/platform/dep/cuda-9.0-cudnn7.6.5 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GPU 0,1,2,3,4,5,6,7: TITAN Xp GCC: gcc (GCC) 5.4.0 PyTorch: 1.4.0 PyTorch compiling details: PyTorch built with: - GCC 5.4 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v0.21.1 (Git Hash fed4c00722019c17c17eaa3e88562f3e82243bdd) - OpenMP 201307 (a.k.a. OpenMP 4.0) - NNPACK is enabled - CUDA Runtime 9.0 - NVCC architecture flags: -gencode;arch=compute_52,code=sm_52;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_70,code=compute_70 - CuDNN 7.6.5 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_NAMEDTENSOR=OFF, BUILD_TYPE=Release, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -O2 -fPIC -Wno-narrowing -Wall -Wextra -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -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, PERF_WITH_AVX512=1, USE_CUDA=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=ON, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_STATIC_DISPATCH=OFF, TorchVision: 0.5.0 OpenCV: 4.2.0 MMCV: 0.5.9 MMAction: 1.0rc1+e794e8d ------------------------------------------------------------ 2020-06-19 10:36:45,402 - mmaction - INFO - Distributed training: False 2020-06-19 10:36:45,403 - mmaction - INFO - Config: /mnt/lustre/lixuanyi/mmaction-lite/configs/localization/bsn/bsn_tem_400x100_1x16_20e_activitynet_feature.py # model settings model = dict( type='TEM', temporal_dim=100, boundary_ratio=0.1, tem_feat_dim=400, tem_hidden_dim=512, tem_match_threshold=0.5) # model training and testing settings train_cfg = None test_cfg = dict(average_clips='score') # dataset settings dataset_type = 'ActivityNetDataset' data_root = 'data/activitynet_feature_cuhk/csv_mean_100/' data_root_val = 'data/activitynet_feature_cuhk/csv_mean_100/' ann_file_train = 'data/ActivityNet/anet_anno_train.json' ann_file_val = 'data/ActivityNet/anet_anno_val.json' ann_file_test = 'data/ActivityNet/anet_anno_full.json' work_dir = 'work_dirs/bsn_400x100_20e_1x16_activitynet_feature/' tem_results_dir = f'{work_dir}/tem_results/' test_pipeline = [ dict(type='LoadLocalizationFeature'), dict( type='Collect', keys=['raw_feature'], meta_name='video_meta', meta_keys=['video_name']), dict(type='ToTensor', keys=['raw_feature']) ] train_pipeline = [ dict(type='LoadLocalizationFeature'), dict(type='GenerateLocalizationLabels'), dict( type='Collect', keys=['raw_feature', 'gt_bbox'], meta_name='video_meta', meta_keys=['video_name']), dict(type='ToTensor', keys=['raw_feature', 'gt_bbox']), dict(type='ToDataContainer', fields=[dict(key='gt_bbox', stack=False)]) ] val_pipeline = [ dict(type='LoadLocalizationFeature'), dict(type='GenerateLocalizationLabels'), dict( type='Collect', keys=['raw_feature', 'gt_bbox'], meta_name='video_meta', meta_keys=['video_name']), dict(type='ToTensor', keys=['raw_feature', 'gt_bbox']), dict(type='ToDataContainer', fields=[dict(key='gt_bbox', stack=False)]) ] data = dict( videos_per_gpu=16, workers_per_gpu=8, train_dataloader=dict(drop_last=True), test=dict( type=dataset_type, ann_file=ann_file_test, pipeline=test_pipeline, data_prefix=data_root_val), val=dict( type=dataset_type, ann_file=ann_file_val, pipeline=val_pipeline, data_prefix=data_root_val), train=dict( type=dataset_type, ann_file=ann_file_train, pipeline=train_pipeline, data_prefix=data_root)) # optimizer optimizer = dict(type='Adam', lr=0.001, weight_decay=0.0001) optimizer_config = dict(grad_clip=None) # learning policy lr_config = dict(policy='step', step=7) total_epochs = 20 checkpoint_config = dict(interval=1, filename_tmpl='tem_epoch_{}.pth') log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1), ('val', 1)] output_config = dict(out=tem_results_dir, output_format='csv') 2020-06-19 10:36:51,539 - mmaction - INFO - Start running, host: lixuanyi@SH-IDC2-172-20-20-65, work_dir: /mnt/lustre/lixuanyi/mmaction-lite/work_dirs/bsn_400x100_20e_1x16_activitynet_feature 2020-06-19 10:36:51,540 - mmaction - INFO - workflow: [('train', 1), ('val', 1)], max: 20 epochs 2020-06-19 10:37:06,991 - mmaction - INFO - Epoch [1][50/603] lr: 0.00100, eta: 1:01:47, time: 0.309, data_time: 0.108, memory: 41, loss_action: 1.2602, loss_start: 0.6725, loss_end: 0.6779, loss: 2.6106 2020-06-19 10:37:12,941 - mmaction - INFO - Epoch [1][100/603] lr: 0.00100, eta: 0:42:37, time: 0.119, data_time: 0.053, memory: 41, loss_action: 1.1647, loss_start: 0.6472, loss_end: 0.6483, loss: 2.4603 2020-06-19 10:37:18,862 - mmaction - INFO - Epoch [1][150/603] lr: 0.00100, eta: 0:36:08, time: 0.118, data_time: 0.053, memory: 41, loss_action: 1.1444, loss_start: 0.6395, loss_end: 0.6314, loss: 2.4152 2020-06-19 10:37:24,989 - mmaction - INFO - Epoch [1][200/603] lr: 0.00100, eta: 0:33:02, time: 0.123, data_time: 0.060, memory: 41, loss_action: 1.1401, loss_start: 0.6333, loss_end: 0.6286, loss: 2.4020 2020-06-19 10:37:30,708 - mmaction - INFO - Epoch [1][250/603] lr: 0.00100, eta: 0:30:49, time: 0.114, data_time: 0.053, memory: 41, loss_action: 1.0945, loss_start: 0.6280, loss_end: 0.6290, loss: 2.3515 2020-06-19 10:37:37,343 - mmaction - INFO - Epoch [1][300/603] lr: 0.00100, eta: 0:29:54, time: 0.133, data_time: 0.065, memory: 41, loss_action: 1.0910, loss_start: 0.6262, loss_end: 0.6205, loss: 2.3377 2020-06-19 10:37:43,312 - mmaction - INFO - Epoch [1][350/603] lr: 0.00100, eta: 0:28:51, time: 0.119, data_time: 0.049, memory: 41, loss_action: 1.1282, loss_start: 0.6214, loss_end: 0.6251, loss: 2.3747 2020-06-19 10:37:49,356 - mmaction - INFO - Epoch [1][400/603] lr: 0.00100, eta: 0:28:04, time: 0.121, data_time: 0.055, memory: 41, loss_action: 1.1048, loss_start: 0.6334, loss_end: 0.6196, loss: 2.3577 2020-06-19 10:37:55,279 - mmaction - INFO - Epoch [1][450/603] lr: 0.00100, eta: 0:27:23, time: 0.118, data_time: 0.051, memory: 41, loss_action: 1.1019, loss_start: 0.6209, loss_end: 0.6198, loss: 2.3426 2020-06-19 10:38:03,015 - mmaction - INFO - Epoch [1][500/603] lr: 0.00100, eta: 0:27:32, time: 0.155, data_time: 0.090, memory: 41, loss_action: 1.0591, loss_start: 0.6250, loss_end: 0.6243, loss: 2.3084 2020-06-19 10:38:08,767 - mmaction - INFO - Epoch [1][550/603] lr: 0.00100, eta: 0:26:55, time: 0.115, data_time: 0.046, memory: 41, loss_action: 1.1013, loss_start: 0.6196, loss_end: 0.6204, loss: 2.3413 2020-06-19 10:38:14,285 - mmaction - INFO - Epoch [1][600/603] lr: 0.00100, eta: 0:26:20, time: 0.110, data_time: 0.043, memory: 41, loss_action: 1.1007, loss_start: 0.6211, loss_end: 0.6188, loss: 2.3406 2020-06-19 10:38:53,010 - mmaction - INFO - Epoch(train) [1][295] loss_action: 1.1111, loss_start: 0.6228, loss_end: 0.6203, loss: 2.3542 2020-06-19 10:38:59,887 - mmaction - INFO - Epoch [2][50/603] lr: 0.00100, eta: 0:26:05, time: 0.137, data_time: 0.065, memory: 41, loss_action: 1.0660, loss_start: 0.6079, loss_end: 0.6162, loss: 2.2901 2020-06-19 10:39:03,574 - mmaction - INFO - Epoch [2][100/603] lr: 0.00100, eta: 0:25:07, time: 0.074, data_time: 0.000, memory: 41, loss_action: 1.0702, loss_start: 0.6090, loss_end: 0.6097, loss: 2.2890 2020-06-19 10:39:07,314 - mmaction - INFO - Epoch [2][150/603] lr: 0.00100, eta: 0:24:16, time: 0.075, data_time: 0.000, memory: 41, loss_action: 1.0531, loss_start: 0.6157, loss_end: 0.6113, loss: 2.2801 2020-06-19 10:39:11,021 - mmaction - INFO - Epoch [2][200/603] lr: 0.00100, eta: 0:23:32, time: 0.074, data_time: 0.000, memory: 41, loss_action: 1.0730, loss_start: 0.6122, loss_end: 0.6104, loss: 2.2955 2020-06-19 10:39:14,795 - mmaction - INFO - Epoch [2][250/603] lr: 0.00100, eta: 0:22:53, time: 0.075, data_time: 0.000, memory: 41, loss_action: 1.0446, loss_start: 0.6142, loss_end: 0.6193, loss: 2.2781 2020-06-19 10:39:18,554 - mmaction - INFO - Epoch [2][300/603] lr: 0.00100, eta: 0:22:17, time: 0.075, data_time: 0.000, memory: 41, loss_action: 1.0611, loss_start: 0.6139, loss_end: 0.6106, loss: 2.2856 2020-06-19 10:39:22,262 - mmaction - INFO - Epoch [2][350/603] lr: 0.00100, eta: 0:21:44, time: 0.074, data_time: 0.000, memory: 41, loss_action: 1.0470, loss_start: 0.6212, loss_end: 0.6089, loss: 2.2771 2020-06-19 10:39:26,021 - mmaction - INFO - Epoch [2][400/603] lr: 0.00100, eta: 0:21:15, time: 0.075, data_time: 0.000, memory: 41, loss_action: 1.0765, loss_start: 0.6176, loss_end: 0.6126, loss: 2.3068 2020-06-19 10:39:29,849 - mmaction - INFO - Epoch [2][450/603] lr: 0.00100, eta: 0:20:49, time: 0.077, data_time: 0.002, memory: 41, loss_action: 1.0725, loss_start: 0.6191, loss_end: 0.6116, loss: 2.3032 2020-06-19 10:39:33,562 - mmaction - INFO - Epoch [2][500/603] lr: 0.00100, eta: 0:20:24, time: 0.074, data_time: 0.000, memory: 41, loss_action: 1.0401, loss_start: 0.6122, loss_end: 0.6084, loss: 2.2607 2020-06-19 10:39:37,360 - mmaction - INFO - Epoch [2][550/603] lr: 0.00100, eta: 0:20:02, time: 0.076, data_time: 0.000, memory: 41, loss_action: 1.0563, loss_start: 0.6124, loss_end: 0.6078, loss: 2.2764 2020-06-19 10:39:41,037 - mmaction - INFO - Epoch [2][600/603] lr: 0.00100, eta: 0:19:39, time: 0.074, data_time: 0.002, memory: 41, loss_action: 1.0628, loss_start: 0.6097, loss_end: 0.6098, loss: 2.2823 2020-06-19 10:40:07,341 - mmaction - INFO - Epoch(train) [2][295] loss_action: 1.1009, loss_start: 0.6209, loss_end: 0.6229, loss: 2.3448 2020-06-19 10:40:14,228 - mmaction - INFO - Epoch [3][50/603] lr: 0.00100, eta: 0:19:43, time: 0.138, data_time: 0.065, memory: 41, loss_action: 1.0562, loss_start: 0.6050, loss_end: 0.6083, loss: 2.2695 2020-06-19 10:40:18,014 - mmaction - INFO - Epoch [3][100/603] lr: 0.00100, eta: 0:19:24, time: 0.076, data_time: 0.000, memory: 41, loss_action: 1.0137, loss_start: 0.6109, loss_end: 0.6018, loss: 2.2263 2020-06-19 10:40:21,841 - mmaction - INFO - Epoch [3][150/603] lr: 0.00100, eta: 0:19:06, time: 0.077, data_time: 0.000, memory: 41, loss_action: 1.0292, loss_start: 0.6114, loss_end: 0.6053, loss: 2.2459 2020-06-19 10:40:25,659 - mmaction - INFO - Epoch [3][200/603] lr: 0.00100, eta: 0:18:49, time: 0.076, data_time: 0.000, memory: 41, loss_action: 1.0421, loss_start: 0.6100, loss_end: 0.6050, loss: 2.2571 2020-06-19 10:40:29,378 - mmaction - INFO - Epoch [3][250/603] lr: 0.00100, eta: 0:18:32, time: 0.074, data_time: 0.000, memory: 41, loss_action: 1.0513, loss_start: 0.6093, loss_end: 0.6024, loss: 2.2629 2020-06-19 10:40:33,134 - mmaction - INFO - Epoch [3][300/603] lr: 0.00100, eta: 0:18:16, time: 0.075, data_time: 0.002, memory: 41, loss_action: 1.0293, loss_start: 0.6117, loss_end: 0.6102, loss: 2.2512 2020-06-19 10:40:36,845 - mmaction - INFO - Epoch [3][350/603] lr: 0.00100, eta: 0:18:01, time: 0.074, data_time: 0.000, memory: 41, loss_action: 1.0343, loss_start: 0.6051, loss_end: 0.6078, loss: 2.2471 2020-06-19 10:40:40,784 - mmaction - INFO - Epoch [3][400/603] lr: 0.00100, eta: 0:17:48, time: 0.079, data_time: 0.005, memory: 41, loss_action: 1.0280, loss_start: 0.5986, loss_end: 0.6078, loss: 2.2344 2020-06-19 10:40:44,674 - mmaction - INFO - Epoch [3][450/603] lr: 0.00100, eta: 0:17:35, time: 0.078, data_time: 0.001, memory: 41, loss_action: 1.0453, loss_start: 0.6102, loss_end: 0.6060, loss: 2.2614 2020-06-19 10:40:48,404 - mmaction - INFO - Epoch [3][500/603] lr: 0.00100, eta: 0:17:22, time: 0.075, data_time: 0.000, memory: 41, loss_action: 1.0323, loss_start: 0.6091, loss_end: 0.5990, loss: 2.2404 2020-06-19 10:40:52,156 - mmaction - INFO - Epoch [3][550/603] lr: 0.00100, eta: 0:17:10, time: 0.075, data_time: 0.000, memory: 41, loss_action: 1.0428, loss_start: 0.6088, loss_end: 0.6083, loss: 2.2599 2020-06-19 10:40:55,755 - mmaction - INFO - Epoch [3][600/603] lr: 0.00100, eta: 0:16:57, time: 0.072, data_time: 0.000, memory: 41, loss_action: 1.0722, loss_start: 0.6130, loss_end: 0.6086, loss: 2.2938 2020-06-19 10:41:20,423 - mmaction - INFO - Epoch(train) [3][295] loss_action: 1.0962, loss_start: 0.6181, loss_end: 0.6182, loss: 2.3325 2020-06-19 10:41:27,455 - mmaction - INFO - Epoch [4][50/603] lr: 0.00100, eta: 0:17:01, time: 0.140, data_time: 0.066, memory: 41, loss_action: 1.0134, loss_start: 0.6032, loss_end: 0.5933, loss: 2.2099 2020-06-19 10:41:31,236 - mmaction - INFO - Epoch [4][100/603] lr: 0.00100, eta: 0:16:50, time: 0.076, data_time: 0.000, memory: 41, loss_action: 1.0228, loss_start: 0.5954, loss_end: 0.6009, loss: 2.2190 2020-06-19 10:41:35,023 - mmaction - INFO - Epoch [4][150/603] lr: 0.00100, eta: 0:16:38, time: 0.076, data_time: 0.000, memory: 41, loss_action: 1.0108, loss_start: 0.6044, loss_end: 0.5961, loss: 2.2113 2020-06-19 10:41:38,819 - mmaction - INFO - Epoch [4][200/603] lr: 0.00100, eta: 0:16:28, time: 0.076, data_time: 0.000, memory: 41, loss_action: 1.0074, loss_start: 0.6044, loss_end: 0.6020, loss: 2.2138 2020-06-19 10:41:42,505 - mmaction - INFO - Epoch [4][250/603] lr: 0.00100, eta: 0:16:17, time: 0.074, data_time: 0.000, memory: 41, loss_action: 1.0497, loss_start: 0.6080, loss_end: 0.6093, loss: 2.2669 2020-06-19 10:41:46,087 - mmaction - INFO - Epoch [4][300/603] lr: 0.00100, eta: 0:16:06, time: 0.072, data_time: 0.000, memory: 41, loss_action: 1.0325, loss_start: 0.6098, loss_end: 0.6037, loss: 2.2461 2020-06-19 10:41:49,875 - mmaction - INFO - Epoch [4][350/603] lr: 0.00100, eta: 0:15:56, time: 0.076, data_time: 0.000, memory: 41, loss_action: 1.0383, loss_start: 0.6017, loss_end: 0.6094, loss: 2.2494 2020-06-19 10:41:53,491 - mmaction - INFO - Epoch [4][400/603] lr: 0.00100, eta: 0:15:46, time: 0.072, data_time: 0.001, memory: 41, loss_action: 1.0236, loss_start: 0.6127, loss_end: 0.6045, loss: 2.2409 2020-06-19 10:41:57,050 - mmaction - INFO - Epoch [4][450/603] lr: 0.00100, eta: 0:15:36, time: 0.071, data_time: 0.000, memory: 41, loss_action: 1.0326, loss_start: 0.5949, loss_end: 0.6091, loss: 2.2366 2020-06-19 10:42:00,652 - mmaction - INFO - Epoch [4][500/603] lr: 0.00100, eta: 0:15:26, time: 0.072, data_time: 0.000, memory: 41, loss_action: 1.0219, loss_start: 0.6014, loss_end: 0.5946, loss: 2.2179 2020-06-19 10:42:04,366 - mmaction - INFO - Epoch [4][550/603] lr: 0.00100, eta: 0:15:17, time: 0.074, data_time: 0.000, memory: 41, loss_action: 1.0415, loss_start: 0.6148, loss_end: 0.6013, loss: 2.2576 2020-06-19 10:42:07,883 - mmaction - INFO - Epoch [4][600/603] lr: 0.00100, eta: 0:15:07, time: 0.070, data_time: 0.000, memory: 41, loss_action: 0.9951, loss_start: 0.6029, loss_end: 0.5985, loss: 2.1964 2020-06-19 10:42:32,480 - mmaction - INFO - Epoch(train) [4][295] loss_action: 1.0911, loss_start: 0.6154, loss_end: 0.6120, loss: 2.3185 2020-06-19 10:42:39,430 - mmaction - INFO - Epoch [5][50/603] lr: 0.00100, eta: 0:15:10, time: 0.139, data_time: 0.067, memory: 41, loss_action: 1.0119, loss_start: 0.6047, loss_end: 0.6013, loss: 2.2179 2020-06-19 10:42:43,210 - mmaction - INFO - Epoch [5][100/603] lr: 0.00100, eta: 0:15:02, time: 0.076, data_time: 0.000, memory: 41, loss_action: 1.0313, loss_start: 0.6027, loss_end: 0.6005, loss: 2.2344 2020-06-19 10:42:46,900 - mmaction - INFO - Epoch [5][150/603] lr: 0.00100, eta: 0:14:53, time: 0.074, data_time: 0.000, memory: 41, loss_action: 1.0078, loss_start: 0.6015, loss_end: 0.5985, loss: 2.2079 2020-06-19 10:42:50,678 - mmaction - INFO - Epoch [5][200/603] lr: 0.00100, eta: 0:14:45, time: 0.076, data_time: 0.000, memory: 41, loss_action: 1.0126, loss_start: 0.5997, loss_end: 0.5959, loss: 2.2083 2020-06-19 10:42:54,433 - mmaction - INFO - Epoch [5][250/603] lr: 0.00100, eta: 0:14:37, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.9920, loss_start: 0.5962, loss_end: 0.5916, loss: 2.1798 2020-06-19 10:42:58,138 - mmaction - INFO - Epoch [5][300/603] lr: 0.00100, eta: 0:14:29, time: 0.074, data_time: 0.000, memory: 41, loss_action: 1.0119, loss_start: 0.6046, loss_end: 0.6045, loss: 2.2210 2020-06-19 10:43:01,796 - mmaction - INFO - Epoch [5][350/603] lr: 0.00100, eta: 0:14:21, time: 0.073, data_time: 0.000, memory: 41, loss_action: 1.0048, loss_start: 0.6005, loss_end: 0.5963, loss: 2.2015 2020-06-19 10:43:05,568 - mmaction - INFO - Epoch [5][400/603] lr: 0.00100, eta: 0:14:14, time: 0.075, data_time: 0.000, memory: 41, loss_action: 1.0177, loss_start: 0.6064, loss_end: 0.6000, loss: 2.2240 2020-06-19 10:43:09,278 - mmaction - INFO - Epoch [5][450/603] lr: 0.00100, eta: 0:14:06, time: 0.074, data_time: 0.000, memory: 41, loss_action: 1.0380, loss_start: 0.6056, loss_end: 0.6017, loss: 2.2454 2020-06-19 10:43:14,064 - mmaction - INFO - Epoch [5][500/603] lr: 0.00100, eta: 0:14:02, time: 0.096, data_time: 0.026, memory: 41, loss_action: 0.9868, loss_start: 0.5980, loss_end: 0.5906, loss: 2.1754 2020-06-19 10:43:17,798 - mmaction - INFO - Epoch [5][550/603] lr: 0.00100, eta: 0:13:55, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.9923, loss_start: 0.5948, loss_end: 0.5989, loss: 2.1860 2020-06-19 10:43:21,409 - mmaction - INFO - Epoch [5][600/603] lr: 0.00100, eta: 0:13:47, time: 0.072, data_time: 0.000, memory: 41, loss_action: 1.0075, loss_start: 0.6005, loss_end: 0.6010, loss: 2.2090 2020-06-19 10:43:45,665 - mmaction - INFO - Epoch(train) [5][295] loss_action: 1.0754, loss_start: 0.6158, loss_end: 0.6120, loss: 2.3032 2020-06-19 10:43:52,556 - mmaction - INFO - Epoch [6][50/603] lr: 0.00100, eta: 0:13:48, time: 0.138, data_time: 0.065, memory: 41, loss_action: 0.9803, loss_start: 0.5955, loss_end: 0.5981, loss: 2.1738 2020-06-19 10:43:56,190 - mmaction - INFO - Epoch [6][100/603] lr: 0.00100, eta: 0:13:41, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.9928, loss_start: 0.5898, loss_end: 0.5883, loss: 2.1709 2020-06-19 10:43:59,815 - mmaction - INFO - Epoch [6][150/603] lr: 0.00100, eta: 0:13:34, time: 0.072, data_time: 0.000, memory: 41, loss_action: 1.0201, loss_start: 0.6003, loss_end: 0.5931, loss: 2.2135 2020-06-19 10:44:03,420 - mmaction - INFO - Epoch [6][200/603] lr: 0.00100, eta: 0:13:26, time: 0.072, data_time: 0.000, memory: 41, loss_action: 1.0094, loss_start: 0.6037, loss_end: 0.6027, loss: 2.2159 2020-06-19 10:44:07,053 - mmaction - INFO - Epoch [6][250/603] lr: 0.00100, eta: 0:13:19, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.9789, loss_start: 0.5889, loss_end: 0.5923, loss: 2.1602 2020-06-19 10:44:10,672 - mmaction - INFO - Epoch [6][300/603] lr: 0.00100, eta: 0:13:12, time: 0.072, data_time: 0.000, memory: 41, loss_action: 0.9641, loss_start: 0.5930, loss_end: 0.5914, loss: 2.1486 2020-06-19 10:44:14,396 - mmaction - INFO - Epoch [6][350/603] lr: 0.00100, eta: 0:13:06, time: 0.074, data_time: 0.000, memory: 41, loss_action: 1.0090, loss_start: 0.5972, loss_end: 0.5911, loss: 2.1972 2020-06-19 10:44:18,013 - mmaction - INFO - Epoch [6][400/603] lr: 0.00100, eta: 0:12:59, time: 0.072, data_time: 0.000, memory: 41, loss_action: 0.9931, loss_start: 0.5943, loss_end: 0.5932, loss: 2.1806 2020-06-19 10:44:21,632 - mmaction - INFO - Epoch [6][450/603] lr: 0.00100, eta: 0:12:52, time: 0.072, data_time: 0.000, memory: 41, loss_action: 1.0491, loss_start: 0.6050, loss_end: 0.5996, loss: 2.2538 2020-06-19 10:44:25,300 - mmaction - INFO - Epoch [6][500/603] lr: 0.00100, eta: 0:12:46, time: 0.073, data_time: 0.000, memory: 41, loss_action: 1.0234, loss_start: 0.5985, loss_end: 0.6029, loss: 2.2249 2020-06-19 10:44:28,906 - mmaction - INFO - Epoch [6][550/603] lr: 0.00100, eta: 0:12:39, time: 0.072, data_time: 0.000, memory: 41, loss_action: 1.0012, loss_start: 0.6058, loss_end: 0.5877, loss: 2.1947 2020-06-19 10:44:32,470 - mmaction - INFO - Epoch [6][600/603] lr: 0.00100, eta: 0:12:32, time: 0.071, data_time: 0.000, memory: 41, loss_action: 0.9951, loss_start: 0.5993, loss_end: 0.5957, loss: 2.1900 2020-06-19 10:44:57,111 - mmaction - INFO - Epoch(train) [6][295] loss_action: 1.0866, loss_start: 0.6149, loss_end: 0.6143, loss: 2.3158 2020-06-19 10:45:03,936 - mmaction - INFO - Epoch [7][50/603] lr: 0.00100, eta: 0:12:33, time: 0.136, data_time: 0.064, memory: 41, loss_action: 0.9661, loss_start: 0.5967, loss_end: 0.5805, loss: 2.1432 2020-06-19 10:45:07,681 - mmaction - INFO - Epoch [7][100/603] lr: 0.00100, eta: 0:12:26, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.9552, loss_start: 0.5839, loss_end: 0.5921, loss: 2.1312 2020-06-19 10:45:11,331 - mmaction - INFO - Epoch [7][150/603] lr: 0.00100, eta: 0:12:20, time: 0.073, data_time: 0.000, memory: 41, loss_action: 1.0045, loss_start: 0.5982, loss_end: 0.5903, loss: 2.1931 2020-06-19 10:45:14,930 - mmaction - INFO - Epoch [7][200/603] lr: 0.00100, eta: 0:12:14, time: 0.072, data_time: 0.000, memory: 41, loss_action: 1.0375, loss_start: 0.6036, loss_end: 0.5947, loss: 2.2358 2020-06-19 10:45:18,578 - mmaction - INFO - Epoch [7][250/603] lr: 0.00100, eta: 0:12:08, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.9811, loss_start: 0.5924, loss_end: 0.5830, loss: 2.1565 2020-06-19 10:45:22,227 - mmaction - INFO - Epoch [7][300/603] lr: 0.00100, eta: 0:12:01, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.9796, loss_start: 0.5950, loss_end: 0.5893, loss: 2.1639 2020-06-19 10:45:25,895 - mmaction - INFO - Epoch [7][350/603] lr: 0.00100, eta: 0:11:55, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.9977, loss_start: 0.5945, loss_end: 0.6007, loss: 2.1929 2020-06-19 10:45:29,573 - mmaction - INFO - Epoch [7][400/603] lr: 0.00100, eta: 0:11:50, time: 0.074, data_time: 0.000, memory: 41, loss_action: 1.0031, loss_start: 0.6006, loss_end: 0.5887, loss: 2.1924 2020-06-19 10:45:33,237 - mmaction - INFO - Epoch [7][450/603] lr: 0.00100, eta: 0:11:44, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.9794, loss_start: 0.6006, loss_end: 0.5905, loss: 2.1706 2020-06-19 10:45:36,892 - mmaction - INFO - Epoch [7][500/603] lr: 0.00100, eta: 0:11:38, time: 0.073, data_time: 0.000, memory: 41, loss_action: 1.0025, loss_start: 0.5952, loss_end: 0.6041, loss: 2.2018 2020-06-19 10:45:40,502 - mmaction - INFO - Epoch [7][550/603] lr: 0.00100, eta: 0:11:32, time: 0.072, data_time: 0.000, memory: 41, loss_action: 0.9918, loss_start: 0.5896, loss_end: 0.5930, loss: 2.1743 2020-06-19 10:45:44,026 - mmaction - INFO - Epoch [7][600/603] lr: 0.00100, eta: 0:11:26, time: 0.070, data_time: 0.001, memory: 41, loss_action: 0.9857, loss_start: 0.5944, loss_end: 0.5914, loss: 2.1714 2020-06-19 10:46:08,583 - mmaction - INFO - Epoch(train) [7][295] loss_action: 1.0872, loss_start: 0.6144, loss_end: 0.6127, loss: 2.3143 2020-06-19 10:46:15,343 - mmaction - INFO - Epoch [8][50/603] lr: 0.00010, eta: 0:11:25, time: 0.135, data_time: 0.063, memory: 41, loss_action: 0.9506, loss_start: 0.5802, loss_end: 0.5768, loss: 2.1075 2020-06-19 10:46:19,023 - mmaction - INFO - Epoch [8][100/603] lr: 0.00010, eta: 0:11:19, time: 0.074, data_time: 0.001, memory: 41, loss_action: 0.9488, loss_start: 0.5816, loss_end: 0.5816, loss: 2.1120 2020-06-19 10:46:22,690 - mmaction - INFO - Epoch [8][150/603] lr: 0.00010, eta: 0:11:14, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.9301, loss_start: 0.5743, loss_end: 0.5729, loss: 2.0773 2020-06-19 10:46:26,429 - mmaction - INFO - Epoch [8][200/603] lr: 0.00010, eta: 0:11:08, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.9245, loss_start: 0.5770, loss_end: 0.5739, loss: 2.0754 2020-06-19 10:46:30,092 - mmaction - INFO - Epoch [8][250/603] lr: 0.00010, eta: 0:11:03, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.9390, loss_start: 0.5767, loss_end: 0.5700, loss: 2.0857 2020-06-19 10:46:33,756 - mmaction - INFO - Epoch [8][300/603] lr: 0.00010, eta: 0:10:57, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.9521, loss_start: 0.5878, loss_end: 0.5818, loss: 2.1216 2020-06-19 10:46:37,416 - mmaction - INFO - Epoch [8][350/603] lr: 0.00010, eta: 0:10:52, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.9655, loss_start: 0.5820, loss_end: 0.5803, loss: 2.1278 2020-06-19 10:46:41,099 - mmaction - INFO - Epoch [8][400/603] lr: 0.00010, eta: 0:10:46, time: 0.074, data_time: 0.001, memory: 41, loss_action: 0.9342, loss_start: 0.5730, loss_end: 0.5737, loss: 2.0810 2020-06-19 10:46:44,907 - mmaction - INFO - Epoch [8][450/603] lr: 0.00010, eta: 0:10:41, time: 0.076, data_time: 0.001, memory: 41, loss_action: 0.9484, loss_start: 0.5794, loss_end: 0.5780, loss: 2.1058 2020-06-19 10:46:48,622 - mmaction - INFO - Epoch [8][500/603] lr: 0.00010, eta: 0:10:36, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.9589, loss_start: 0.5802, loss_end: 0.5747, loss: 2.1139 2020-06-19 10:46:52,328 - mmaction - INFO - Epoch [8][550/603] lr: 0.00010, eta: 0:10:30, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.9613, loss_start: 0.5871, loss_end: 0.5810, loss: 2.1293 2020-06-19 10:46:55,889 - mmaction - INFO - Epoch [8][600/603] lr: 0.00010, eta: 0:10:25, time: 0.071, data_time: 0.000, memory: 41, loss_action: 0.9451, loss_start: 0.5826, loss_end: 0.5766, loss: 2.1043 2020-06-19 10:47:22,600 - mmaction - INFO - Epoch(train) [8][295] loss_action: 1.0897, loss_start: 0.6130, loss_end: 0.6108, loss: 2.3135 2020-06-19 10:47:29,573 - mmaction - INFO - Epoch [9][50/603] lr: 0.00010, eta: 0:10:24, time: 0.138, data_time: 0.068, memory: 41, loss_action: 0.9369, loss_start: 0.5599, loss_end: 0.5643, loss: 2.0611 2020-06-19 10:47:33,258 - mmaction - INFO - Epoch [9][100/603] lr: 0.00010, eta: 0:10:19, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.9068, loss_start: 0.5701, loss_end: 0.5670, loss: 2.0439 2020-06-19 10:47:36,992 - mmaction - INFO - Epoch [9][150/603] lr: 0.00010, eta: 0:10:13, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.9277, loss_start: 0.5722, loss_end: 0.5752, loss: 2.0751 2020-06-19 10:47:40,792 - mmaction - INFO - Epoch [9][200/603] lr: 0.00010, eta: 0:10:08, time: 0.076, data_time: 0.001, memory: 41, loss_action: 0.9500, loss_start: 0.5798, loss_end: 0.5757, loss: 2.1056 2020-06-19 10:47:44,428 - mmaction - INFO - Epoch [9][250/603] lr: 0.00010, eta: 0:10:03, time: 0.073, data_time: 0.001, memory: 41, loss_action: 0.9459, loss_start: 0.5816, loss_end: 0.5684, loss: 2.0958 2020-06-19 10:47:48,148 - mmaction - INFO - Epoch [9][300/603] lr: 0.00010, eta: 0:09:58, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.9629, loss_start: 0.5827, loss_end: 0.5752, loss: 2.1209 2020-06-19 10:47:51,897 - mmaction - INFO - Epoch [9][350/603] lr: 0.00010, eta: 0:09:53, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.9680, loss_start: 0.5830, loss_end: 0.5738, loss: 2.1249 2020-06-19 10:47:55,611 - mmaction - INFO - Epoch [9][400/603] lr: 0.00010, eta: 0:09:48, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.8892, loss_start: 0.5735, loss_end: 0.5722, loss: 2.0349 2020-06-19 10:47:59,233 - mmaction - INFO - Epoch [9][450/603] lr: 0.00010, eta: 0:09:42, time: 0.072, data_time: 0.000, memory: 41, loss_action: 0.9396, loss_start: 0.5692, loss_end: 0.5801, loss: 2.0889 2020-06-19 10:48:02,933 - mmaction - INFO - Epoch [9][500/603] lr: 0.00010, eta: 0:09:37, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.9228, loss_start: 0.5772, loss_end: 0.5639, loss: 2.0639 2020-06-19 10:48:06,618 - mmaction - INFO - Epoch [9][550/603] lr: 0.00010, eta: 0:09:32, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.9137, loss_start: 0.5707, loss_end: 0.5719, loss: 2.0562 2020-06-19 10:48:10,144 - mmaction - INFO - Epoch [9][600/603] lr: 0.00010, eta: 0:09:27, time: 0.071, data_time: 0.000, memory: 41, loss_action: 0.9379, loss_start: 0.5835, loss_end: 0.5685, loss: 2.0900 2020-06-19 10:48:35,286 - mmaction - INFO - Epoch(train) [9][295] loss_action: 1.0866, loss_start: 0.6133, loss_end: 0.6111, loss: 2.3109 2020-06-19 10:48:42,306 - mmaction - INFO - Epoch [10][50/603] lr: 0.00010, eta: 0:09:26, time: 0.140, data_time: 0.067, memory: 41, loss_action: 0.9051, loss_start: 0.5656, loss_end: 0.5630, loss: 2.0337 2020-06-19 10:48:46,057 - mmaction - INFO - Epoch [10][100/603] lr: 0.00010, eta: 0:09:21, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.9436, loss_start: 0.5704, loss_end: 0.5674, loss: 2.0813 2020-06-19 10:48:49,811 - mmaction - INFO - Epoch [10][150/603] lr: 0.00010, eta: 0:09:16, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.9482, loss_start: 0.5711, loss_end: 0.5697, loss: 2.0890 2020-06-19 10:48:53,590 - mmaction - INFO - Epoch [10][200/603] lr: 0.00010, eta: 0:09:11, time: 0.076, data_time: 0.000, memory: 41, loss_action: 0.9185, loss_start: 0.5685, loss_end: 0.5668, loss: 2.0538 2020-06-19 10:48:57,316 - mmaction - INFO - Epoch [10][250/603] lr: 0.00010, eta: 0:09:06, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.8727, loss_start: 0.5653, loss_end: 0.5632, loss: 2.0012 2020-06-19 10:49:01,100 - mmaction - INFO - Epoch [10][300/603] lr: 0.00010, eta: 0:09:01, time: 0.076, data_time: 0.000, memory: 41, loss_action: 0.9535, loss_start: 0.5744, loss_end: 0.5700, loss: 2.0978 2020-06-19 10:49:04,783 - mmaction - INFO - Epoch [10][350/603] lr: 0.00010, eta: 0:08:56, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.9531, loss_start: 0.5771, loss_end: 0.5754, loss: 2.1056 2020-06-19 10:49:08,520 - mmaction - INFO - Epoch [10][400/603] lr: 0.00010, eta: 0:08:51, time: 0.075, data_time: 0.001, memory: 41, loss_action: 0.9307, loss_start: 0.5743, loss_end: 0.5624, loss: 2.0674 2020-06-19 10:49:12,268 - mmaction - INFO - Epoch [10][450/603] lr: 0.00010, eta: 0:08:47, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.9169, loss_start: 0.5788, loss_end: 0.5718, loss: 2.0675 2020-06-19 10:49:16,014 - mmaction - INFO - Epoch [10][500/603] lr: 0.00010, eta: 0:08:42, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.9217, loss_start: 0.5697, loss_end: 0.5729, loss: 2.0643 2020-06-19 10:49:19,763 - mmaction - INFO - Epoch [10][550/603] lr: 0.00010, eta: 0:08:37, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.9375, loss_start: 0.5710, loss_end: 0.5687, loss: 2.0772 2020-06-19 10:49:23,450 - mmaction - INFO - Epoch [10][600/603] lr: 0.00010, eta: 0:08:32, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.9183, loss_start: 0.5759, loss_end: 0.5668, loss: 2.0610 2020-06-19 10:49:49,832 - mmaction - INFO - Epoch(train) [10][295] loss_action: 1.0966, loss_start: 0.6161, loss_end: 0.6128, loss: 2.3255 2020-06-19 10:49:56,996 - mmaction - INFO - Epoch [11][50/603] lr: 0.00010, eta: 0:08:30, time: 0.143, data_time: 0.070, memory: 41, loss_action: 0.9267, loss_start: 0.5681, loss_end: 0.5579, loss: 2.0527 2020-06-19 10:50:00,998 - mmaction - INFO - Epoch [11][100/603] lr: 0.00010, eta: 0:08:26, time: 0.080, data_time: 0.001, memory: 41, loss_action: 0.9215, loss_start: 0.5720, loss_end: 0.5662, loss: 2.0597 2020-06-19 10:50:05,057 - mmaction - INFO - Epoch [11][150/603] lr: 0.00010, eta: 0:08:21, time: 0.081, data_time: 0.002, memory: 41, loss_action: 0.9097, loss_start: 0.5690, loss_end: 0.5660, loss: 2.0447 2020-06-19 10:50:08,877 - mmaction - INFO - Epoch [11][200/603] lr: 0.00010, eta: 0:08:17, time: 0.076, data_time: 0.000, memory: 41, loss_action: 0.8686, loss_start: 0.5632, loss_end: 0.5591, loss: 1.9909 2020-06-19 10:50:12,903 - mmaction - INFO - Epoch [11][250/603] lr: 0.00010, eta: 0:08:12, time: 0.081, data_time: 0.006, memory: 41, loss_action: 0.9562, loss_start: 0.5665, loss_end: 0.5722, loss: 2.0949 2020-06-19 10:50:16,908 - mmaction - INFO - Epoch [11][300/603] lr: 0.00010, eta: 0:08:08, time: 0.080, data_time: 0.000, memory: 41, loss_action: 0.9087, loss_start: 0.5667, loss_end: 0.5669, loss: 2.0422 2020-06-19 10:50:20,859 - mmaction - INFO - Epoch [11][350/603] lr: 0.00010, eta: 0:08:03, time: 0.079, data_time: 0.003, memory: 41, loss_action: 0.9443, loss_start: 0.5737, loss_end: 0.5683, loss: 2.0863 2020-06-19 10:50:24,880 - mmaction - INFO - Epoch [11][400/603] lr: 0.00010, eta: 0:07:59, time: 0.080, data_time: 0.006, memory: 41, loss_action: 0.9205, loss_start: 0.5639, loss_end: 0.5613, loss: 2.0457 2020-06-19 10:50:28,799 - mmaction - INFO - Epoch [11][450/603] lr: 0.00010, eta: 0:07:54, time: 0.078, data_time: 0.003, memory: 41, loss_action: 0.9092, loss_start: 0.5710, loss_end: 0.5638, loss: 2.0439 2020-06-19 10:50:32,701 - mmaction - INFO - Epoch [11][500/603] lr: 0.00010, eta: 0:07:50, time: 0.078, data_time: 0.002, memory: 41, loss_action: 0.9368, loss_start: 0.5693, loss_end: 0.5744, loss: 2.0805 2020-06-19 10:50:36,727 - mmaction - INFO - Epoch [11][550/603] lr: 0.00010, eta: 0:07:45, time: 0.081, data_time: 0.003, memory: 41, loss_action: 0.9392, loss_start: 0.5734, loss_end: 0.5631, loss: 2.0757 2020-06-19 10:50:40,447 - mmaction - INFO - Epoch [11][600/603] lr: 0.00010, eta: 0:07:40, time: 0.074, data_time: 0.002, memory: 41, loss_action: 0.9324, loss_start: 0.5720, loss_end: 0.5685, loss: 2.0728 2020-06-19 10:51:06,978 - mmaction - INFO - Epoch(train) [11][295] loss_action: 1.0959, loss_start: 0.6157, loss_end: 0.6136, loss: 2.3252 2020-06-19 10:51:14,088 - mmaction - INFO - Epoch [12][50/603] lr: 0.00010, eta: 0:07:38, time: 0.142, data_time: 0.069, memory: 41, loss_action: 0.9062, loss_start: 0.5640, loss_end: 0.5663, loss: 2.0364 2020-06-19 10:51:18,002 - mmaction - INFO - Epoch [12][100/603] lr: 0.00010, eta: 0:07:33, time: 0.078, data_time: 0.000, memory: 41, loss_action: 0.9142, loss_start: 0.5591, loss_end: 0.5585, loss: 2.0318 2020-06-19 10:51:21,819 - mmaction - INFO - Epoch [12][150/603] lr: 0.00010, eta: 0:07:29, time: 0.076, data_time: 0.000, memory: 41, loss_action: 0.9341, loss_start: 0.5640, loss_end: 0.5644, loss: 2.0625 2020-06-19 10:51:25,702 - mmaction - INFO - Epoch [12][200/603] lr: 0.00010, eta: 0:07:24, time: 0.078, data_time: 0.002, memory: 41, loss_action: 0.9139, loss_start: 0.5657, loss_end: 0.5585, loss: 2.0380 2020-06-19 10:51:29,345 - mmaction - INFO - Epoch [12][250/603] lr: 0.00010, eta: 0:07:20, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.9211, loss_start: 0.5619, loss_end: 0.5685, loss: 2.0515 2020-06-19 10:51:33,373 - mmaction - INFO - Epoch [12][300/603] lr: 0.00010, eta: 0:07:15, time: 0.081, data_time: 0.004, memory: 41, loss_action: 0.9006, loss_start: 0.5645, loss_end: 0.5551, loss: 2.0202 2020-06-19 10:51:37,191 - mmaction - INFO - Epoch [12][350/603] lr: 0.00010, eta: 0:07:11, time: 0.076, data_time: 0.000, memory: 41, loss_action: 0.8967, loss_start: 0.5757, loss_end: 0.5623, loss: 2.0347 2020-06-19 10:51:41,115 - mmaction - INFO - Epoch [12][400/603] lr: 0.00010, eta: 0:07:06, time: 0.078, data_time: 0.001, memory: 41, loss_action: 0.9198, loss_start: 0.5727, loss_end: 0.5630, loss: 2.0556 2020-06-19 10:51:45,062 - mmaction - INFO - Epoch [12][450/603] lr: 0.00010, eta: 0:07:02, time: 0.079, data_time: 0.003, memory: 41, loss_action: 0.9269, loss_start: 0.5715, loss_end: 0.5676, loss: 2.0661 2020-06-19 10:51:49,155 - mmaction - INFO - Epoch [12][500/603] lr: 0.00010, eta: 0:06:57, time: 0.082, data_time: 0.005, memory: 41, loss_action: 0.9264, loss_start: 0.5668, loss_end: 0.5570, loss: 2.0501 2020-06-19 10:51:53,337 - mmaction - INFO - Epoch [12][550/603] lr: 0.00010, eta: 0:06:53, time: 0.084, data_time: 0.005, memory: 41, loss_action: 0.9361, loss_start: 0.5687, loss_end: 0.5676, loss: 2.0723 2020-06-19 10:51:57,170 - mmaction - INFO - Epoch [12][600/603] lr: 0.00010, eta: 0:06:49, time: 0.077, data_time: 0.002, memory: 41, loss_action: 0.9105, loss_start: 0.5628, loss_end: 0.5658, loss: 2.0391 2020-06-19 10:52:22,330 - mmaction - INFO - Epoch(train) [12][295] loss_action: 1.0990, loss_start: 0.6175, loss_end: 0.6150, loss: 2.3315 2020-06-19 10:52:29,320 - mmaction - INFO - Epoch [13][50/603] lr: 0.00010, eta: 0:06:46, time: 0.140, data_time: 0.066, memory: 41, loss_action: 0.8865, loss_start: 0.5599, loss_end: 0.5572, loss: 2.0036 2020-06-19 10:52:33,120 - mmaction - INFO - Epoch [13][100/603] lr: 0.00010, eta: 0:06:41, time: 0.076, data_time: 0.001, memory: 41, loss_action: 0.9065, loss_start: 0.5622, loss_end: 0.5633, loss: 2.0320 2020-06-19 10:52:36,838 - mmaction - INFO - Epoch [13][150/603] lr: 0.00010, eta: 0:06:37, time: 0.074, data_time: 0.001, memory: 41, loss_action: 0.9192, loss_start: 0.5656, loss_end: 0.5563, loss: 2.0411 2020-06-19 10:52:40,533 - mmaction - INFO - Epoch [13][200/603] lr: 0.00010, eta: 0:06:32, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.9275, loss_start: 0.5697, loss_end: 0.5547, loss: 2.0519 2020-06-19 10:52:44,184 - mmaction - INFO - Epoch [13][250/603] lr: 0.00010, eta: 0:06:27, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.9172, loss_start: 0.5582, loss_end: 0.5570, loss: 2.0323 2020-06-19 10:52:47,849 - mmaction - INFO - Epoch [13][300/603] lr: 0.00010, eta: 0:06:23, time: 0.073, data_time: 0.001, memory: 41, loss_action: 0.9092, loss_start: 0.5669, loss_end: 0.5616, loss: 2.0377 2020-06-19 10:52:51,519 - mmaction - INFO - Epoch [13][350/603] lr: 0.00010, eta: 0:06:18, time: 0.073, data_time: 0.001, memory: 41, loss_action: 0.9169, loss_start: 0.5638, loss_end: 0.5606, loss: 2.0413 2020-06-19 10:52:55,159 - mmaction - INFO - Epoch [13][400/603] lr: 0.00010, eta: 0:06:14, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.9148, loss_start: 0.5525, loss_end: 0.5591, loss: 2.0264 2020-06-19 10:52:58,828 - mmaction - INFO - Epoch [13][450/603] lr: 0.00010, eta: 0:06:09, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.9170, loss_start: 0.5656, loss_end: 0.5606, loss: 2.0433 2020-06-19 10:53:02,562 - mmaction - INFO - Epoch [13][500/603] lr: 0.00010, eta: 0:06:05, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.9501, loss_start: 0.5653, loss_end: 0.5654, loss: 2.0808 2020-06-19 10:53:06,291 - mmaction - INFO - Epoch [13][550/603] lr: 0.00010, eta: 0:06:00, time: 0.075, data_time: 0.001, memory: 41, loss_action: 0.8973, loss_start: 0.5678, loss_end: 0.5622, loss: 2.0273 2020-06-19 10:53:09,951 - mmaction - INFO - Epoch [13][600/603] lr: 0.00010, eta: 0:05:56, time: 0.073, data_time: 0.001, memory: 41, loss_action: 0.9046, loss_start: 0.5665, loss_end: 0.5633, loss: 2.0344 2020-06-19 10:53:36,094 - mmaction - INFO - Epoch(train) [13][295] loss_action: 1.0992, loss_start: 0.6192, loss_end: 0.6141, loss: 2.3325 2020-06-19 10:53:43,037 - mmaction - INFO - Epoch [14][50/603] lr: 0.00010, eta: 0:05:52, time: 0.139, data_time: 0.067, memory: 41, loss_action: 0.8760, loss_start: 0.5565, loss_end: 0.5444, loss: 1.9770 2020-06-19 10:53:46,689 - mmaction - INFO - Epoch [14][100/603] lr: 0.00010, eta: 0:05:48, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.9205, loss_start: 0.5621, loss_end: 0.5582, loss: 2.0408 2020-06-19 10:53:50,311 - mmaction - INFO - Epoch [14][150/603] lr: 0.00010, eta: 0:05:43, time: 0.072, data_time: 0.000, memory: 41, loss_action: 0.9107, loss_start: 0.5619, loss_end: 0.5659, loss: 2.0385 2020-06-19 10:53:53,942 - mmaction - INFO - Epoch [14][200/603] lr: 0.00010, eta: 0:05:39, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.8832, loss_start: 0.5554, loss_end: 0.5551, loss: 1.9937 2020-06-19 10:53:57,531 - mmaction - INFO - Epoch [14][250/603] lr: 0.00010, eta: 0:05:34, time: 0.072, data_time: 0.000, memory: 41, loss_action: 0.8967, loss_start: 0.5591, loss_end: 0.5519, loss: 2.0077 2020-06-19 10:54:01,117 - mmaction - INFO - Epoch [14][300/603] lr: 0.00010, eta: 0:05:30, time: 0.072, data_time: 0.000, memory: 41, loss_action: 0.8767, loss_start: 0.5550, loss_end: 0.5525, loss: 1.9842 2020-06-19 10:54:04,741 - mmaction - INFO - Epoch [14][350/603] lr: 0.00010, eta: 0:05:25, time: 0.072, data_time: 0.001, memory: 41, loss_action: 0.9350, loss_start: 0.5623, loss_end: 0.5584, loss: 2.0558 2020-06-19 10:54:08,361 - mmaction - INFO - Epoch [14][400/603] lr: 0.00010, eta: 0:05:21, time: 0.072, data_time: 0.000, memory: 41, loss_action: 0.9090, loss_start: 0.5602, loss_end: 0.5569, loss: 2.0261 2020-06-19 10:54:12,001 - mmaction - INFO - Epoch [14][450/603] lr: 0.00010, eta: 0:05:16, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.9225, loss_start: 0.5631, loss_end: 0.5572, loss: 2.0427 2020-06-19 10:54:15,630 - mmaction - INFO - Epoch [14][500/603] lr: 0.00010, eta: 0:05:12, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.9340, loss_start: 0.5717, loss_end: 0.5620, loss: 2.0677 2020-06-19 10:54:19,237 - mmaction - INFO - Epoch [14][550/603] lr: 0.00010, eta: 0:05:07, time: 0.072, data_time: 0.000, memory: 41, loss_action: 0.9294, loss_start: 0.5613, loss_end: 0.5589, loss: 2.0496 2020-06-19 10:54:22,767 - mmaction - INFO - Epoch [14][600/603] lr: 0.00010, eta: 0:05:03, time: 0.071, data_time: 0.000, memory: 41, loss_action: 0.9183, loss_start: 0.5575, loss_end: 0.5670, loss: 2.0428 2020-06-19 10:54:47,498 - mmaction - INFO - Epoch(train) [14][295] loss_action: 1.0956, loss_start: 0.6217, loss_end: 0.6166, loss: 2.3339 2020-06-19 10:54:54,524 - mmaction - INFO - Epoch [15][50/603] lr: 0.00001, eta: 0:05:00, time: 0.140, data_time: 0.068, memory: 41, loss_action: 0.9137, loss_start: 0.5593, loss_end: 0.5495, loss: 2.0226 2020-06-19 10:54:58,699 - mmaction - INFO - Epoch [15][100/603] lr: 0.00001, eta: 0:04:55, time: 0.083, data_time: 0.009, memory: 41, loss_action: 0.8828, loss_start: 0.5559, loss_end: 0.5461, loss: 1.9849 2020-06-19 10:55:02,425 - mmaction - INFO - Epoch [15][150/603] lr: 0.00001, eta: 0:04:51, time: 0.075, data_time: 0.001, memory: 41, loss_action: 0.8969, loss_start: 0.5575, loss_end: 0.5546, loss: 2.0090 2020-06-19 10:55:06,296 - mmaction - INFO - Epoch [15][200/603] lr: 0.00001, eta: 0:04:47, time: 0.077, data_time: 0.002, memory: 41, loss_action: 0.9125, loss_start: 0.5593, loss_end: 0.5587, loss: 2.0305 2020-06-19 10:55:10,236 - mmaction - INFO - Epoch [15][250/603] lr: 0.00001, eta: 0:04:42, time: 0.079, data_time: 0.003, memory: 41, loss_action: 0.9098, loss_start: 0.5487, loss_end: 0.5491, loss: 2.0076 2020-06-19 10:55:14,075 - mmaction - INFO - Epoch [15][300/603] lr: 0.00001, eta: 0:04:38, time: 0.077, data_time: 0.001, memory: 41, loss_action: 0.8967, loss_start: 0.5495, loss_end: 0.5541, loss: 2.0002 2020-06-19 10:55:17,862 - mmaction - INFO - Epoch [15][350/603] lr: 0.00001, eta: 0:04:34, time: 0.076, data_time: 0.000, memory: 41, loss_action: 0.8747, loss_start: 0.5589, loss_end: 0.5558, loss: 1.9894 2020-06-19 10:55:21,558 - mmaction - INFO - Epoch [15][400/603] lr: 0.00001, eta: 0:04:29, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.9054, loss_start: 0.5544, loss_end: 0.5536, loss: 2.0134 2020-06-19 10:55:25,291 - mmaction - INFO - Epoch [15][450/603] lr: 0.00001, eta: 0:04:25, time: 0.075, data_time: 0.001, memory: 41, loss_action: 0.8943, loss_start: 0.5497, loss_end: 0.5540, loss: 1.9980 2020-06-19 10:55:28,961 - mmaction - INFO - Epoch [15][500/603] lr: 0.00001, eta: 0:04:21, time: 0.073, data_time: 0.001, memory: 41, loss_action: 0.9195, loss_start: 0.5632, loss_end: 0.5472, loss: 2.0299 2020-06-19 10:55:32,590 - mmaction - INFO - Epoch [15][550/603] lr: 0.00001, eta: 0:04:16, time: 0.073, data_time: 0.004, memory: 41, loss_action: 0.8561, loss_start: 0.5492, loss_end: 0.5445, loss: 1.9499 2020-06-19 10:55:36,303 - mmaction - INFO - Epoch [15][600/603] lr: 0.00001, eta: 0:04:12, time: 0.074, data_time: 0.003, memory: 41, loss_action: 0.8912, loss_start: 0.5565, loss_end: 0.5561, loss: 2.0038 2020-06-19 10:56:00,799 - mmaction - INFO - Epoch(train) [15][295] loss_action: 1.1001, loss_start: 0.6221, loss_end: 0.6180, loss: 2.3402 2020-06-19 10:56:08,100 - mmaction - INFO - Epoch [16][50/603] lr: 0.00001, eta: 0:04:08, time: 0.146, data_time: 0.074, memory: 41, loss_action: 0.8866, loss_start: 0.5524, loss_end: 0.5520, loss: 1.9910 2020-06-19 10:56:11,881 - mmaction - INFO - Epoch [16][100/603] lr: 0.00001, eta: 0:04:04, time: 0.076, data_time: 0.004, memory: 41, loss_action: 0.8859, loss_start: 0.5520, loss_end: 0.5477, loss: 1.9857 2020-06-19 10:56:15,667 - mmaction - INFO - Epoch [16][150/603] lr: 0.00001, eta: 0:04:00, time: 0.076, data_time: 0.002, memory: 41, loss_action: 0.8721, loss_start: 0.5501, loss_end: 0.5524, loss: 1.9745 2020-06-19 10:56:19,531 - mmaction - INFO - Epoch [16][200/603] lr: 0.00001, eta: 0:03:55, time: 0.077, data_time: 0.004, memory: 41, loss_action: 0.8812, loss_start: 0.5531, loss_end: 0.5486, loss: 1.9829 2020-06-19 10:56:23,386 - mmaction - INFO - Epoch [16][250/603] lr: 0.00001, eta: 0:03:51, time: 0.077, data_time: 0.003, memory: 41, loss_action: 0.8776, loss_start: 0.5527, loss_end: 0.5524, loss: 1.9826 2020-06-19 10:56:27,348 - mmaction - INFO - Epoch [16][300/603] lr: 0.00001, eta: 0:03:47, time: 0.079, data_time: 0.006, memory: 41, loss_action: 0.8790, loss_start: 0.5516, loss_end: 0.5518, loss: 1.9823 2020-06-19 10:56:31,249 - mmaction - INFO - Epoch [16][350/603] lr: 0.00001, eta: 0:03:43, time: 0.078, data_time: 0.000, memory: 41, loss_action: 0.9233, loss_start: 0.5515, loss_end: 0.5583, loss: 2.0331 2020-06-19 10:56:34,977 - mmaction - INFO - Epoch [16][400/603] lr: 0.00001, eta: 0:03:38, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.8960, loss_start: 0.5626, loss_end: 0.5422, loss: 2.0008 2020-06-19 10:56:38,790 - mmaction - INFO - Epoch [16][450/603] lr: 0.00001, eta: 0:03:34, time: 0.076, data_time: 0.000, memory: 41, loss_action: 0.8936, loss_start: 0.5661, loss_end: 0.5483, loss: 2.0080 2020-06-19 10:56:42,627 - mmaction - INFO - Epoch [16][500/603] lr: 0.00001, eta: 0:03:30, time: 0.077, data_time: 0.000, memory: 41, loss_action: 0.9264, loss_start: 0.5557, loss_end: 0.5569, loss: 2.0391 2020-06-19 10:56:46,477 - mmaction - INFO - Epoch [16][550/603] lr: 0.00001, eta: 0:03:25, time: 0.077, data_time: 0.001, memory: 41, loss_action: 0.8919, loss_start: 0.5471, loss_end: 0.5461, loss: 1.9850 2020-06-19 10:56:50,175 - mmaction - INFO - Epoch [16][600/603] lr: 0.00001, eta: 0:03:21, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.9121, loss_start: 0.5532, loss_end: 0.5576, loss: 2.0229 2020-06-19 10:57:16,078 - mmaction - INFO - Epoch(train) [16][295] loss_action: 1.1069, loss_start: 0.6220, loss_end: 0.6183, loss: 2.3472 2020-06-19 10:57:23,056 - mmaction - INFO - Epoch [17][50/603] lr: 0.00001, eta: 0:03:17, time: 0.139, data_time: 0.066, memory: 41, loss_action: 0.8641, loss_start: 0.5446, loss_end: 0.5473, loss: 1.9560 2020-06-19 10:57:26,763 - mmaction - INFO - Epoch [17][100/603] lr: 0.00001, eta: 0:03:13, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.8995, loss_start: 0.5517, loss_end: 0.5527, loss: 2.0039 2020-06-19 10:57:30,400 - mmaction - INFO - Epoch [17][150/603] lr: 0.00001, eta: 0:03:09, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.8811, loss_start: 0.5533, loss_end: 0.5428, loss: 1.9772 2020-06-19 10:57:34,084 - mmaction - INFO - Epoch [17][200/603] lr: 0.00001, eta: 0:03:04, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.8981, loss_start: 0.5472, loss_end: 0.5550, loss: 2.0003 2020-06-19 10:57:37,796 - mmaction - INFO - Epoch [17][250/603] lr: 0.00001, eta: 0:03:00, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.8970, loss_start: 0.5489, loss_end: 0.5628, loss: 2.0088 2020-06-19 10:57:41,570 - mmaction - INFO - Epoch [17][300/603] lr: 0.00001, eta: 0:02:56, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.8909, loss_start: 0.5490, loss_end: 0.5480, loss: 1.9879 2020-06-19 10:57:45,349 - mmaction - INFO - Epoch [17][350/603] lr: 0.00001, eta: 0:02:52, time: 0.076, data_time: 0.000, memory: 41, loss_action: 0.9185, loss_start: 0.5594, loss_end: 0.5557, loss: 2.0336 2020-06-19 10:57:49,107 - mmaction - INFO - Epoch [17][400/603] lr: 0.00001, eta: 0:02:47, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.8993, loss_start: 0.5599, loss_end: 0.5504, loss: 2.0096 2020-06-19 10:57:52,887 - mmaction - INFO - Epoch [17][450/603] lr: 0.00001, eta: 0:02:43, time: 0.076, data_time: 0.000, memory: 41, loss_action: 0.9002, loss_start: 0.5561, loss_end: 0.5514, loss: 2.0078 2020-06-19 10:57:56,610 - mmaction - INFO - Epoch [17][500/603] lr: 0.00001, eta: 0:02:39, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.9007, loss_start: 0.5561, loss_end: 0.5411, loss: 1.9979 2020-06-19 10:58:00,331 - mmaction - INFO - Epoch [17][550/603] lr: 0.00001, eta: 0:02:35, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.8765, loss_start: 0.5582, loss_end: 0.5462, loss: 1.9808 2020-06-19 10:58:04,161 - mmaction - INFO - Epoch [17][600/603] lr: 0.00001, eta: 0:02:30, time: 0.077, data_time: 0.000, memory: 41, loss_action: 0.8769, loss_start: 0.5532, loss_end: 0.5521, loss: 1.9823 2020-06-19 10:58:29,729 - mmaction - INFO - Epoch(train) [17][295] loss_action: 1.1063, loss_start: 0.6225, loss_end: 0.6191, loss: 2.3479 2020-06-19 10:58:36,654 - mmaction - INFO - Epoch [18][50/603] lr: 0.00001, eta: 0:02:26, time: 0.138, data_time: 0.065, memory: 41, loss_action: 0.9041, loss_start: 0.5514, loss_end: 0.5493, loss: 2.0048 2020-06-19 10:58:40,316 - mmaction - INFO - Epoch [18][100/603] lr: 0.00001, eta: 0:02:22, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.8782, loss_start: 0.5532, loss_end: 0.5441, loss: 1.9755 2020-06-19 10:58:43,968 - mmaction - INFO - Epoch [18][150/603] lr: 0.00001, eta: 0:02:18, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.8964, loss_start: 0.5561, loss_end: 0.5416, loss: 1.9940 2020-06-19 10:58:47,625 - mmaction - INFO - Epoch [18][200/603] lr: 0.00001, eta: 0:02:14, time: 0.073, data_time: 0.000, memory: 41, loss_action: 0.8941, loss_start: 0.5476, loss_end: 0.5461, loss: 1.9878 2020-06-19 10:58:51,475 - mmaction - INFO - Epoch [18][250/603] lr: 0.00001, eta: 0:02:09, time: 0.077, data_time: 0.000, memory: 41, loss_action: 0.8984, loss_start: 0.5488, loss_end: 0.5572, loss: 2.0045 2020-06-19 10:58:55,170 - mmaction - INFO - Epoch [18][300/603] lr: 0.00001, eta: 0:02:05, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.8933, loss_start: 0.5541, loss_end: 0.5476, loss: 1.9950 2020-06-19 10:58:58,904 - mmaction - INFO - Epoch [18][350/603] lr: 0.00001, eta: 0:02:01, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.8954, loss_start: 0.5571, loss_end: 0.5583, loss: 2.0108 2020-06-19 10:59:02,661 - mmaction - INFO - Epoch [18][400/603] lr: 0.00001, eta: 0:01:57, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.9097, loss_start: 0.5481, loss_end: 0.5549, loss: 2.0127 2020-06-19 10:59:06,391 - mmaction - INFO - Epoch [18][450/603] lr: 0.00001, eta: 0:01:53, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.9048, loss_start: 0.5570, loss_end: 0.5555, loss: 2.0173 2020-06-19 10:59:10,104 - mmaction - INFO - Epoch [18][500/603] lr: 0.00001, eta: 0:01:48, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.8638, loss_start: 0.5469, loss_end: 0.5458, loss: 1.9566 2020-06-19 10:59:13,837 - mmaction - INFO - Epoch [18][550/603] lr: 0.00001, eta: 0:01:44, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.8815, loss_start: 0.5611, loss_end: 0.5472, loss: 1.9898 2020-06-19 10:59:17,782 - mmaction - INFO - Epoch [18][600/603] lr: 0.00001, eta: 0:01:40, time: 0.079, data_time: 0.007, memory: 41, loss_action: 0.9092, loss_start: 0.5550, loss_end: 0.5549, loss: 2.0191 2020-06-19 10:59:44,465 - mmaction - INFO - Epoch(train) [18][295] loss_action: 1.1079, loss_start: 0.6226, loss_end: 0.6190, loss: 2.3496 2020-06-19 10:59:51,342 - mmaction - INFO - Epoch [19][50/603] lr: 0.00001, eta: 0:01:36, time: 0.137, data_time: 0.066, memory: 41, loss_action: 0.8765, loss_start: 0.5575, loss_end: 0.5477, loss: 1.9818 2020-06-19 10:59:55,027 - mmaction - INFO - Epoch [19][100/603] lr: 0.00001, eta: 0:01:32, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.8851, loss_start: 0.5502, loss_end: 0.5548, loss: 1.9901 2020-06-19 10:59:58,721 - mmaction - INFO - Epoch [19][150/603] lr: 0.00001, eta: 0:01:27, time: 0.074, data_time: 0.000, memory: 41, loss_action: 0.9195, loss_start: 0.5574, loss_end: 0.5532, loss: 2.0301 2020-06-19 11:00:02,455 - mmaction - INFO - Epoch [19][200/603] lr: 0.00001, eta: 0:01:23, time: 0.075, data_time: 0.000, memory: 41, loss_action: 0.9036, loss_start: 0.5501, loss_end: 0.5412, loss: 1.9949 2020-06-19 11:00:06,304 - mmaction - INFO - Epoch [19][250/603] lr: 0.00001, eta: 0:01:19, time: 0.077, data_time: 0.001, memory: 41, loss_action: 0.9011, loss_start: 0.5519, loss_end: 0.5566, loss: 2.0097 2020-06-19 11:00:11,658 - mmaction - INFO - Epoch [19][300/603] lr: 0.00001, eta: 0:01:15, time: 0.107, data_time: 0.040, memory: 41, loss_action: 0.9159, loss_start: 0.5609, loss_end: 0.5537, loss: 2.0305 2020-06-19 11:00:19,772 - mmaction - INFO - Epoch [19][350/603] lr: 0.00001, eta: 0:01:11, time: 0.162, data_time: 0.099, memory: 41, loss_action: 0.8920, loss_start: 0.5486, loss_end: 0.5534, loss: 1.9940 2020-06-19 11:00:26,571 - mmaction - INFO - Epoch [19][400/603] lr: 0.00001, eta: 0:01:07, time: 0.136, data_time: 0.070, memory: 41, loss_action: 0.8636, loss_start: 0.5498, loss_end: 0.5507, loss: 1.9641 2020-06-19 11:00:33,386 - mmaction - INFO - Epoch [19][450/603] lr: 0.00001, eta: 0:01:03, time: 0.136, data_time: 0.071, memory: 41, loss_action: 0.8814, loss_start: 0.5513, loss_end: 0.5416, loss: 1.9744 2020-06-19 11:00:39,489 - mmaction - INFO - Epoch [19][500/603] lr: 0.00001, eta: 0:00:59, time: 0.122, data_time: 0.057, memory: 41, loss_action: 0.8607, loss_start: 0.5408, loss_end: 0.5409, loss: 1.9424 2020-06-19 11:00:46,969 - mmaction - INFO - Epoch [19][550/603] lr: 0.00001, eta: 0:00:55, time: 0.150, data_time: 0.077, memory: 41, loss_action: 0.9303, loss_start: 0.5586, loss_end: 0.5515, loss: 2.0404 2020-06-19 11:00:54,851 - mmaction - INFO - Epoch [19][600/603] lr: 0.00001, eta: 0:00:51, time: 0.158, data_time: 0.086, memory: 41, loss_action: 0.8713, loss_start: 0.5559, loss_end: 0.5550, loss: 1.9822 2020-06-19 11:01:38,120 - mmaction - INFO - Epoch(train) [19][295] loss_action: 1.1053, loss_start: 0.6235, loss_end: 0.6190, loss: 2.3479 2020-06-19 11:01:45,792 - mmaction - INFO - Epoch [20][50/603] lr: 0.00001, eta: 0:00:47, time: 0.153, data_time: 0.084, memory: 41, loss_action: 0.8818, loss_start: 0.5463, loss_end: 0.5458, loss: 1.9739 2020-06-19 11:01:50,114 - mmaction - INFO - Epoch [20][100/603] lr: 0.00001, eta: 0:00:42, time: 0.086, data_time: 0.014, memory: 41, loss_action: 0.9111, loss_start: 0.5554, loss_end: 0.5607, loss: 2.0272 2020-06-19 11:01:54,474 - mmaction - INFO - Epoch [20][150/603] lr: 0.00001, eta: 0:00:38, time: 0.087, data_time: 0.014, memory: 41, loss_action: 0.9006, loss_start: 0.5576, loss_end: 0.5502, loss: 2.0084 2020-06-19 11:01:58,966 - mmaction - INFO - Epoch [20][200/603] lr: 0.00001, eta: 0:00:34, time: 0.090, data_time: 0.016, memory: 41, loss_action: 0.8691, loss_start: 0.5415, loss_end: 0.5374, loss: 1.9479 2020-06-19 11:02:03,397 - mmaction - INFO - Epoch [20][250/603] lr: 0.00001, eta: 0:00:30, time: 0.089, data_time: 0.013, memory: 41, loss_action: 0.8832, loss_start: 0.5549, loss_end: 0.5496, loss: 1.9877 2020-06-19 11:02:07,957 - mmaction - INFO - Epoch [20][300/603] lr: 0.00001, eta: 0:00:25, time: 0.091, data_time: 0.016, memory: 41, loss_action: 0.8717, loss_start: 0.5489, loss_end: 0.5472, loss: 1.9678 2020-06-19 11:02:12,225 - mmaction - INFO - Epoch [20][350/603] lr: 0.00001, eta: 0:00:21, time: 0.085, data_time: 0.011, memory: 41, loss_action: 0.8751, loss_start: 0.5579, loss_end: 0.5570, loss: 1.9899 2020-06-19 11:02:16,453 - mmaction - INFO - Epoch [20][400/603] lr: 0.00001, eta: 0:00:17, time: 0.085, data_time: 0.012, memory: 41, loss_action: 0.8948, loss_start: 0.5517, loss_end: 0.5527, loss: 1.9992 2020-06-19 11:02:20,726 - mmaction - INFO - Epoch [20][450/603] lr: 0.00001, eta: 0:00:13, time: 0.085, data_time: 0.010, memory: 41, loss_action: 0.9104, loss_start: 0.5580, loss_end: 0.5554, loss: 2.0238 2020-06-19 11:02:25,237 - mmaction - INFO - Epoch [20][500/603] lr: 0.00001, eta: 0:00:08, time: 0.090, data_time: 0.019, memory: 41, loss_action: 0.8965, loss_start: 0.5524, loss_end: 0.5478, loss: 1.9966 2020-06-19 11:02:29,311 - mmaction - INFO - Epoch [20][550/603] lr: 0.00001, eta: 0:00:04, time: 0.081, data_time: 0.010, memory: 41, loss_action: 0.9070, loss_start: 0.5541, loss_end: 0.5480, loss: 2.0092 2020-06-19 11:02:33,429 - mmaction - INFO - Epoch [20][600/603] lr: 0.00001, eta: 0:00:00, time: 0.082, data_time: 0.014, memory: 41, loss_action: 0.8894, loss_start: 0.5500, loss_end: 0.5433, loss: 1.9826 2020-06-19 11:02:57,970 - mmaction - INFO - Epoch(train) [20][295] loss_action: 1.1095, loss_start: 0.6237, loss_end: 0.6202, loss: 2.3534