2020-06-11 21:38:14,220 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.4 (default, Aug 13 2019, 20:35:49) [GCC 7.3.0] CUDA available: True CUDA_HOME: /mnt/lustre/share/cuda-9.0 NVCC: Cuda compilation tools, release 9.0, V9.0.176 GPU 0,1,2,3,4,5,6,7: TITAN Xp GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-4) PyTorch: 1.1.0 PyTorch compiling details: PyTorch built with: - GCC 5.4 - 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_30,code=sm_30;-gencode;arch=compute_35,code=sm_35;-gencode;arch=compute_50,code=sm_50;-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_52,code=compute_52 - CuDNN 7.6.5 - Built with CuDNN 7.3.1 - Magma 2.5.0 - Build settings: BLAS=MKL, BUILD_TYPE=Release, CXX_FLAGS=-march=nocona -mtune=haswell -ftree-vectorize -fPIC -fstack-protector-strong -O2 -pipe -I/opt/conda/conda-bld/pytorch_1565139893765/_h_env_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_placehold_place/include -fdebug-prefix-map=${SRC_DIR}=/usr/local/src/conda/${PKG_NAME}-${PKG_VERSION} -fdebug-prefix-map=${PREFIX}=/usr/local/src/conda-prefix -D_FORTIFY_SOURCE=2 -O2 -Wno-deprecated -fvisibility-inlines-hidden -fopenmp -DUSE_FBGEMM -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, PERF_WITH_AVX512=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: 0.5.9 MMAction: 1.0rc1+e794e8d ------------------------------------------------------------ 2020-06-11 21:38:14,814 - mmaction - INFO - Distributed training: False 2020-06-11 21:38:14,814 - mmaction - INFO - Config: /mnt/lustre/lixuanyi/mmaction-lite/config/localization/bmn/bmn_feature_100x400_activitynet_9e.py # model settings model = dict( type='BMN', temporal_dim=100, boundary_ratio=0.5, num_samples=32, num_samples_per_bin=3, feat_dim=400, soft_nms_alpha=0.4, soft_nms_low_threshold=0.5, soft_nms_high_threshold=0.9, post_process_top_k=100) # 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_test.json' test_pipeline = [ dict(type='LoadLocalizationFeature'), dict( type='Collect', keys=['raw_feature'], meta_name='video_meta', meta_keys=[ 'video_name', 'duration_second', 'duration_frame', 'annotations', 'feature_frame' ]), 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', 'duration_second', 'duration_frame', 'annotations', 'feature_frame' ]), dict(type='ToTensor', keys=['raw_feature', 'gt_bbox']), dict(type='ToDataContainer', fields=[dict(key='gt_bbox', stack=False)]) ] data = dict( videos_per_gpu=8, workers_per_gpu=8, train_dataloader=dict(drop_last=True), val_dataloader=dict(videos_per_gpu=1), 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 = 9 checkpoint_config = dict(interval=1) evaluation = dict(interval=1, metrics=['AR@AN']) log_config = dict(interval=20, hooks=[dict(type='TextLoggerHook')]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/bmn_feature_100_activitynet_9e/' load_from = None resume_from = None workflow = [('train', 1)] output_config = dict( out='./work_dirs/bmn_feature_100_activitynet_9e/results.json', output_format='json') 2020-06-11 21:38:22,503 - mmaction - INFO - Start running, host: lixuanyi@SH-IDC2-172-20-20-77, work_dir: /mnt/lustre/lixuanyi/mmaction-lite/work_dirs/bmn_feature_100_activitynet_9e 2020-06-11 21:38:22,503 - mmaction - INFO - workflow: [('train', 1)], max: 9 epochs 2020-06-11 21:39:40,589 - mmaction - INFO - Epoch [1][20/603] lr: 0.00100, eta: 5:37:58, time: 3.750, data_time: 0.176, memory: 5420, loss: 2.0872 2020-06-11 21:40:46,693 - mmaction - INFO - Epoch [1][40/603] lr: 0.00100, eta: 5:16:36, time: 3.302, data_time: 0.154, memory: 5420, loss: 1.6372 2020-06-11 21:41:54,234 - mmaction - INFO - Epoch [1][60/603] lr: 0.00100, eta: 5:10:54, time: 3.375, data_time: 0.157, memory: 5420, loss: 1.6107 2020-06-11 21:43:02,491 - mmaction - INFO - Epoch [1][80/603] lr: 0.00100, eta: 5:08:19, time: 3.411, data_time: 0.159, memory: 5420, loss: 1.4935 2020-06-11 21:44:10,990 - mmaction - INFO - Epoch [1][100/603] lr: 0.00100, eta: 5:06:31, time: 3.423, data_time: 0.160, memory: 5420, loss: 1.4900 2020-06-11 21:45:19,817 - mmaction - INFO - Epoch [1][120/603] lr: 0.00100, eta: 5:05:12, time: 3.442, data_time: 0.162, memory: 5420, loss: 1.5187 2020-06-11 21:46:28,663 - mmaction - INFO - Epoch [1][140/603] lr: 0.00100, eta: 5:03:59, time: 3.446, data_time: 0.162, memory: 5420, loss: 1.4816 2020-06-11 21:47:37,838 - mmaction - INFO - Epoch [1][160/603] lr: 0.00100, eta: 5:02:53, time: 3.454, data_time: 0.158, memory: 5420, loss: 1.4665 2020-06-11 21:48:46,872 - mmaction - INFO - Epoch [1][180/603] lr: 0.00100, eta: 5:01:44, time: 3.451, data_time: 0.163, memory: 5420, loss: 1.4563 2020-06-11 21:49:55,857 - mmaction - INFO - Epoch [1][200/603] lr: 0.00100, eta: 5:00:36, time: 3.452, data_time: 0.165, memory: 5420, loss: 1.5110 2020-06-11 21:51:05,041 - mmaction - INFO - Epoch [1][220/603] lr: 0.00100, eta: 4:59:32, time: 3.461, data_time: 0.161, memory: 5420, loss: 1.4583 2020-06-11 21:52:14,033 - mmaction - INFO - Epoch [1][240/603] lr: 0.00100, eta: 4:58:21, time: 3.448, data_time: 0.160, memory: 5420, loss: 1.3697 2020-06-11 21:53:23,050 - mmaction - INFO - Epoch [1][260/603] lr: 0.00100, eta: 4:57:11, time: 3.449, data_time: 0.161, memory: 5420, loss: 1.4450 2020-06-11 21:54:32,041 - mmaction - INFO - Epoch [1][280/603] lr: 0.00100, eta: 4:56:02, time: 3.449, data_time: 0.163, memory: 5420, loss: 1.3741 2020-06-11 21:55:40,827 - mmaction - INFO - Epoch [1][300/603] lr: 0.00100, eta: 4:54:50, time: 3.443, data_time: 0.163, memory: 5420, loss: 1.4679 2020-06-11 21:56:49,837 - mmaction - INFO - Epoch [1][320/603] lr: 0.00100, eta: 4:53:40, time: 3.449, data_time: 0.160, memory: 5420, loss: 1.3685 2020-06-11 21:57:58,682 - mmaction - INFO - Epoch [1][340/603] lr: 0.00100, eta: 4:52:28, time: 3.440, data_time: 0.161, memory: 5420, loss: 1.4126 2020-06-11 21:59:07,502 - mmaction - INFO - Epoch [1][360/603] lr: 0.00100, eta: 4:51:18, time: 3.445, data_time: 0.163, memory: 5420, loss: 1.4193 2020-06-11 22:00:16,452 - mmaction - INFO - Epoch [1][380/603] lr: 0.00100, eta: 4:50:08, time: 3.444, data_time: 0.159, memory: 5420, loss: 1.4392 2020-06-11 22:01:25,569 - mmaction - INFO - Epoch [1][400/603] lr: 0.00100, eta: 4:49:00, time: 3.456, data_time: 0.169, memory: 5420, loss: 1.3460 2020-06-11 22:02:34,570 - mmaction - INFO - Epoch [1][420/603] lr: 0.00100, eta: 4:47:52, time: 3.450, data_time: 0.162, memory: 5420, loss: 1.4318 2020-06-11 22:03:43,413 - mmaction - INFO - Epoch [1][440/603] lr: 0.00100, eta: 4:46:41, time: 3.442, data_time: 0.162, memory: 5420, loss: 1.3740 2020-06-11 22:04:52,401 - mmaction - INFO - Epoch [1][460/603] lr: 0.00100, eta: 4:45:32, time: 3.448, data_time: 0.161, memory: 5420, loss: 1.3831 2020-06-11 22:06:01,373 - mmaction - INFO - Epoch [1][480/603] lr: 0.00100, eta: 4:44:23, time: 3.449, data_time: 0.163, memory: 5420, loss: 1.4426 2020-06-11 22:07:10,221 - mmaction - INFO - Epoch [1][500/603] lr: 0.00100, eta: 4:43:12, time: 3.440, data_time: 0.162, memory: 5420, loss: 1.3940 2020-06-11 22:08:19,202 - mmaction - INFO - Epoch [1][520/603] lr: 0.00100, eta: 4:42:04, time: 3.452, data_time: 0.164, memory: 5420, loss: 1.3374 2020-06-11 22:09:28,078 - mmaction - INFO - Epoch [1][540/603] lr: 0.00100, eta: 4:40:53, time: 3.443, data_time: 0.162, memory: 5420, loss: 1.4152 2020-06-11 22:10:37,090 - mmaction - INFO - Epoch [1][560/603] lr: 0.00100, eta: 4:39:45, time: 3.452, data_time: 0.163, memory: 5420, loss: 1.3461 2020-06-11 22:11:46,022 - mmaction - INFO - Epoch [1][580/603] lr: 0.00100, eta: 4:38:36, time: 3.448, data_time: 0.162, memory: 5420, loss: 1.3882 2020-06-11 22:12:54,902 - mmaction - INFO - Epoch [1][600/603] lr: 0.00100, eta: 4:37:26, time: 3.444, data_time: 0.161, memory: 5420, loss: 1.4314 2020-06-11 22:14:21,545 - mmaction - INFO - Epoch [2][20/603] lr: 0.00100, eta: 4:35:07, time: 3.580, data_time: 0.306, memory: 5420, loss: 1.3352 2020-06-11 22:15:30,689 - mmaction - INFO - Epoch [2][40/603] lr: 0.00100, eta: 4:34:02, time: 3.457, data_time: 0.163, memory: 5420, loss: 1.4062 2020-06-11 22:16:39,755 - mmaction - INFO - Epoch [2][60/603] lr: 0.00100, eta: 4:32:55, time: 3.454, data_time: 0.163, memory: 5420, loss: 1.3762 2020-06-11 22:17:48,821 - mmaction - INFO - Epoch [2][80/603] lr: 0.00100, eta: 4:31:48, time: 3.451, data_time: 0.162, memory: 5420, loss: 1.3442 2020-06-11 22:18:57,890 - mmaction - INFO - Epoch [2][100/603] lr: 0.00100, eta: 4:30:42, time: 3.454, data_time: 0.165, memory: 5420, loss: 1.3461 2020-06-11 22:20:06,842 - mmaction - INFO - Epoch [2][120/603] lr: 0.00100, eta: 4:29:34, time: 3.448, data_time: 0.164, memory: 5420, loss: 1.3562 2020-06-11 22:21:15,931 - mmaction - INFO - Epoch [2][140/603] lr: 0.00100, eta: 4:28:28, time: 3.459, data_time: 0.163, memory: 5420, loss: 1.3029 2020-06-11 22:22:24,943 - mmaction - INFO - Epoch [2][160/603] lr: 0.00100, eta: 4:27:21, time: 3.449, data_time: 0.159, memory: 5420, loss: 1.3100 2020-06-11 22:23:33,966 - mmaction - INFO - Epoch [2][180/603] lr: 0.00100, eta: 4:26:13, time: 3.452, data_time: 0.161, memory: 5420, loss: 1.3639 2020-06-11 22:24:43,184 - mmaction - INFO - Epoch [2][200/603] lr: 0.00100, eta: 4:25:06, time: 3.456, data_time: 0.160, memory: 5420, loss: 1.3420 2020-06-11 22:25:52,204 - mmaction - INFO - Epoch [2][220/603] lr: 0.00100, eta: 4:23:59, time: 3.456, data_time: 0.165, memory: 5420, loss: 1.3319 2020-06-11 22:27:01,384 - mmaction - INFO - Epoch [2][240/603] lr: 0.00100, eta: 4:22:52, time: 3.457, data_time: 0.160, memory: 5420, loss: 1.3732 2020-06-11 22:28:10,360 - mmaction - INFO - Epoch [2][260/603] lr: 0.00100, eta: 4:21:44, time: 3.449, data_time: 0.162, memory: 5420, loss: 1.3274 2020-06-11 22:29:19,205 - mmaction - INFO - Epoch [2][280/603] lr: 0.00100, eta: 4:20:36, time: 3.446, data_time: 0.162, memory: 5420, loss: 1.2962 2020-06-11 22:30:28,267 - mmaction - INFO - Epoch [2][300/603] lr: 0.00100, eta: 4:19:28, time: 3.453, data_time: 0.159, memory: 5420, loss: 1.3513 2020-06-11 22:31:37,443 - mmaction - INFO - Epoch [2][320/603] lr: 0.00100, eta: 4:18:21, time: 3.455, data_time: 0.159, memory: 5420, loss: 1.3505 2020-06-11 22:32:46,405 - mmaction - INFO - Epoch [2][340/603] lr: 0.00100, eta: 4:17:13, time: 3.447, data_time: 0.162, memory: 5420, loss: 1.3467 2020-06-11 22:33:55,419 - mmaction - INFO - Epoch [2][360/603] lr: 0.00100, eta: 4:16:05, time: 3.452, data_time: 0.163, memory: 5420, loss: 1.3770 2020-06-11 22:35:04,401 - mmaction - INFO - Epoch [2][380/603] lr: 0.00100, eta: 4:14:57, time: 3.450, data_time: 0.162, memory: 5420, loss: 1.3626 2020-06-11 22:36:13,417 - mmaction - INFO - Epoch [2][400/603] lr: 0.00100, eta: 4:13:49, time: 3.453, data_time: 0.162, memory: 5420, loss: 1.3161 2020-06-11 22:37:22,502 - mmaction - INFO - Epoch [2][420/603] lr: 0.00100, eta: 4:12:41, time: 3.452, data_time: 0.160, memory: 5420, loss: 1.3411 2020-06-11 22:38:31,566 - mmaction - INFO - Epoch [2][440/603] lr: 0.00100, eta: 4:11:33, time: 3.453, data_time: 0.163, memory: 5420, loss: 1.3461 2020-06-11 22:39:40,532 - mmaction - INFO - Epoch [2][460/603] lr: 0.00100, eta: 4:10:24, time: 3.450, data_time: 0.163, memory: 5420, loss: 1.3192 2020-06-11 22:40:49,587 - mmaction - INFO - Epoch [2][480/603] lr: 0.00100, eta: 4:09:16, time: 3.450, data_time: 0.161, memory: 5420, loss: 1.2996 2020-06-11 22:41:58,613 - mmaction - INFO - Epoch [2][500/603] lr: 0.00100, eta: 4:08:08, time: 3.452, data_time: 0.164, memory: 5420, loss: 1.3394 2020-06-11 22:43:07,610 - mmaction - INFO - Epoch [2][520/603] lr: 0.00100, eta: 4:07:00, time: 3.450, data_time: 0.163, memory: 5420, loss: 1.3516 2020-06-11 22:44:16,658 - mmaction - INFO - Epoch [2][540/603] lr: 0.00100, eta: 4:05:51, time: 3.453, data_time: 0.163, memory: 5420, loss: 1.3476 2020-06-11 22:45:25,635 - mmaction - INFO - Epoch [2][560/603] lr: 0.00100, eta: 4:04:43, time: 3.449, data_time: 0.163, memory: 5420, loss: 1.3819 2020-06-11 22:46:34,701 - mmaction - INFO - Epoch [2][580/603] lr: 0.00100, eta: 4:03:35, time: 3.455, data_time: 0.162, memory: 5420, loss: 1.3234 2020-06-11 22:47:43,766 - mmaction - INFO - Epoch [2][600/603] lr: 0.00100, eta: 4:02:27, time: 3.454, data_time: 0.161, memory: 5420, loss: 1.3673 2020-06-11 22:49:07,543 - mmaction - INFO - Epoch [3][20/603] lr: 0.00100, eta: 4:00:35, time: 3.489, data_time: 0.215, memory: 5420, loss: 1.3142 2020-06-11 22:50:16,552 - mmaction - INFO - Epoch [3][40/603] lr: 0.00100, eta: 3:59:27, time: 3.450, data_time: 0.164, memory: 5420, loss: 1.3644 2020-06-11 22:51:25,487 - mmaction - INFO - Epoch [3][60/603] lr: 0.00100, eta: 3:58:19, time: 3.449, data_time: 0.165, memory: 5420, loss: 1.2680 2020-06-11 22:52:34,489 - mmaction - INFO - Epoch [3][80/603] lr: 0.00100, eta: 3:57:12, time: 3.451, data_time: 0.163, memory: 5420, loss: 1.3158 2020-06-11 22:53:43,570 - mmaction - INFO - Epoch [3][100/603] lr: 0.00100, eta: 3:56:04, time: 3.452, data_time: 0.162, memory: 5420, loss: 1.3027 2020-06-11 22:54:52,542 - mmaction - INFO - Epoch [3][120/603] lr: 0.00100, eta: 3:54:56, time: 3.450, data_time: 0.164, memory: 5420, loss: 1.3045 2020-06-11 22:56:01,632 - mmaction - INFO - Epoch [3][140/603] lr: 0.00100, eta: 3:53:48, time: 3.453, data_time: 0.162, memory: 5420, loss: 1.3183 2020-06-11 22:57:10,626 - mmaction - INFO - Epoch [3][160/603] lr: 0.00100, eta: 3:52:40, time: 3.450, data_time: 0.163, memory: 5420, loss: 1.2655 2020-06-11 22:58:19,631 - mmaction - INFO - Epoch [3][180/603] lr: 0.00100, eta: 3:51:32, time: 3.451, data_time: 0.163, memory: 5420, loss: 1.3118 2020-06-11 22:59:28,646 - mmaction - INFO - Epoch [3][200/603] lr: 0.00100, eta: 3:50:24, time: 3.451, data_time: 0.163, memory: 5420, loss: 1.3305 2020-06-11 23:00:37,668 - mmaction - INFO - Epoch [3][220/603] lr: 0.00100, eta: 3:49:16, time: 3.452, data_time: 0.163, memory: 5420, loss: 1.3117 2020-06-11 23:01:46,790 - mmaction - INFO - Epoch [3][240/603] lr: 0.00100, eta: 3:48:08, time: 3.458, data_time: 0.165, memory: 5420, loss: 1.3283 2020-06-11 23:02:55,938 - mmaction - INFO - Epoch [3][260/603] lr: 0.00100, eta: 3:47:01, time: 3.455, data_time: 0.161, memory: 5420, loss: 1.3424 2020-06-11 23:04:04,974 - mmaction - INFO - Epoch [3][280/603] lr: 0.00100, eta: 3:45:52, time: 3.451, data_time: 0.163, memory: 5420, loss: 1.3094 2020-06-11 23:05:14,028 - mmaction - INFO - Epoch [3][300/603] lr: 0.00100, eta: 3:44:44, time: 3.454, data_time: 0.164, memory: 5420, loss: 1.3151 2020-06-11 23:06:23,216 - mmaction - INFO - Epoch [3][320/603] lr: 0.00100, eta: 3:43:37, time: 3.459, data_time: 0.162, memory: 5420, loss: 1.3119 2020-06-11 23:07:32,439 - mmaction - INFO - Epoch [3][340/603] lr: 0.00100, eta: 3:42:29, time: 3.461, data_time: 0.163, memory: 5420, loss: 1.3159 2020-06-11 23:08:41,640 - mmaction - INFO - Epoch [3][360/603] lr: 0.00100, eta: 3:41:21, time: 3.460, data_time: 0.163, memory: 5420, loss: 1.3213 2020-06-11 23:09:50,692 - mmaction - INFO - Epoch [3][380/603] lr: 0.00100, eta: 3:40:13, time: 3.453, data_time: 0.163, memory: 5420, loss: 1.3457 2020-06-11 23:10:59,889 - mmaction - INFO - Epoch [3][400/603] lr: 0.00100, eta: 3:39:05, time: 3.463, data_time: 0.162, memory: 5420, loss: 1.3760 2020-06-11 23:12:09,145 - mmaction - INFO - Epoch [3][420/603] lr: 0.00100, eta: 3:37:57, time: 3.461, data_time: 0.159, memory: 5420, loss: 1.2808 2020-06-11 23:13:18,251 - mmaction - INFO - Epoch [3][440/603] lr: 0.00100, eta: 3:36:49, time: 3.453, data_time: 0.160, memory: 5420, loss: 1.3295 2020-06-11 23:14:27,362 - mmaction - INFO - Epoch [3][460/603] lr: 0.00100, eta: 3:35:41, time: 3.454, data_time: 0.162, memory: 5420, loss: 1.3369 2020-06-11 23:15:36,388 - mmaction - INFO - Epoch [3][480/603] lr: 0.00100, eta: 3:34:33, time: 3.454, data_time: 0.164, memory: 5420, loss: 1.3244 2020-06-11 23:16:45,228 - mmaction - INFO - Epoch [3][500/603] lr: 0.00100, eta: 3:33:24, time: 3.442, data_time: 0.161, memory: 5420, loss: 1.2202 2020-06-11 23:17:54,151 - mmaction - INFO - Epoch [3][520/603] lr: 0.00100, eta: 3:32:15, time: 3.447, data_time: 0.162, memory: 5420, loss: 1.3047 2020-06-11 23:19:02,996 - mmaction - INFO - Epoch [3][540/603] lr: 0.00100, eta: 3:31:07, time: 3.440, data_time: 0.161, memory: 5420, loss: 1.3463 2020-06-11 23:20:11,887 - mmaction - INFO - Epoch [3][560/603] lr: 0.00100, eta: 3:29:58, time: 3.444, data_time: 0.163, memory: 5420, loss: 1.2885 2020-06-11 23:21:20,796 - mmaction - INFO - Epoch [3][580/603] lr: 0.00100, eta: 3:28:49, time: 3.447, data_time: 0.164, memory: 5420, loss: 1.2411 2020-06-11 23:22:29,766 - mmaction - INFO - Epoch [3][600/603] lr: 0.00100, eta: 3:27:41, time: 3.450, data_time: 0.163, memory: 5420, loss: 1.3009 2020-06-11 23:23:53,737 - mmaction - INFO - Epoch [4][20/603] lr: 0.00100, eta: 3:26:04, time: 3.506, data_time: 0.231, memory: 5420, loss: 1.2490 2020-06-11 23:25:02,758 - mmaction - INFO - Epoch [4][40/603] lr: 0.00100, eta: 3:24:56, time: 3.452, data_time: 0.167, memory: 5420, loss: 1.2873 2020-06-11 23:26:11,694 - mmaction - INFO - Epoch [4][60/603] lr: 0.00100, eta: 3:23:47, time: 3.450, data_time: 0.167, memory: 5420, loss: 1.2795 2020-06-11 23:27:20,665 - mmaction - INFO - Epoch [4][80/603] lr: 0.00100, eta: 3:22:39, time: 3.450, data_time: 0.163, memory: 5420, loss: 1.2449 2020-06-11 23:28:29,752 - mmaction - INFO - Epoch [4][100/603] lr: 0.00100, eta: 3:21:31, time: 3.452, data_time: 0.161, memory: 5420, loss: 1.2551 2020-06-11 23:29:38,855 - mmaction - INFO - Epoch [4][120/603] lr: 0.00100, eta: 3:20:23, time: 3.456, data_time: 0.164, memory: 5420, loss: 1.2954 2020-06-11 23:30:47,860 - mmaction - INFO - Epoch [4][140/603] lr: 0.00100, eta: 3:19:15, time: 3.453, data_time: 0.163, memory: 5420, loss: 1.2697 2020-06-11 23:31:56,905 - mmaction - INFO - Epoch [4][160/603] lr: 0.00100, eta: 3:18:07, time: 3.451, data_time: 0.160, memory: 5420, loss: 1.2879 2020-06-11 23:33:05,859 - mmaction - INFO - Epoch [4][180/603] lr: 0.00100, eta: 3:16:58, time: 3.441, data_time: 0.161, memory: 5420, loss: 1.3043 2020-06-11 23:34:14,705 - mmaction - INFO - Epoch [4][200/603] lr: 0.00100, eta: 3:15:50, time: 3.449, data_time: 0.167, memory: 5420, loss: 1.3083 2020-06-11 23:35:23,503 - mmaction - INFO - Epoch [4][220/603] lr: 0.00100, eta: 3:14:41, time: 3.441, data_time: 0.160, memory: 5420, loss: 1.3341 2020-06-11 23:36:32,392 - mmaction - INFO - Epoch [4][240/603] lr: 0.00100, eta: 3:13:32, time: 3.442, data_time: 0.159, memory: 5420, loss: 1.2539 2020-06-11 23:37:41,206 - mmaction - INFO - Epoch [4][260/603] lr: 0.00100, eta: 3:12:24, time: 3.440, data_time: 0.161, memory: 5420, loss: 1.2522 2020-06-11 23:38:50,001 - mmaction - INFO - Epoch [4][280/603] lr: 0.00100, eta: 3:11:15, time: 3.441, data_time: 0.162, memory: 5420, loss: 1.2625 2020-06-11 23:39:58,759 - mmaction - INFO - Epoch [4][300/603] lr: 0.00100, eta: 3:10:06, time: 3.433, data_time: 0.161, memory: 5420, loss: 1.3164 2020-06-11 23:41:07,500 - mmaction - INFO - Epoch [4][320/603] lr: 0.00100, eta: 3:08:58, time: 3.444, data_time: 0.166, memory: 5420, loss: 1.2871 2020-06-11 23:42:16,321 - mmaction - INFO - Epoch [4][340/603] lr: 0.00100, eta: 3:07:49, time: 3.440, data_time: 0.159, memory: 5420, loss: 1.3160 2020-06-11 23:43:25,140 - mmaction - INFO - Epoch [4][360/603] lr: 0.00100, eta: 3:06:40, time: 3.440, data_time: 0.160, memory: 5420, loss: 1.3171 2020-06-11 23:44:33,834 - mmaction - INFO - Epoch [4][380/603] lr: 0.00100, eta: 3:05:31, time: 3.436, data_time: 0.162, memory: 5420, loss: 1.2925 2020-06-11 23:45:42,819 - mmaction - INFO - Epoch [4][400/603] lr: 0.00100, eta: 3:04:23, time: 3.447, data_time: 0.160, memory: 5420, loss: 1.3325 2020-06-11 23:46:51,683 - mmaction - INFO - Epoch [4][420/603] lr: 0.00100, eta: 3:03:14, time: 3.444, data_time: 0.162, memory: 5420, loss: 1.2996 2020-06-11 23:48:00,615 - mmaction - INFO - Epoch [4][440/603] lr: 0.00100, eta: 3:02:06, time: 3.444, data_time: 0.161, memory: 5420, loss: 1.3492 2020-06-11 23:49:09,514 - mmaction - INFO - Epoch [4][460/603] lr: 0.00100, eta: 3:00:57, time: 3.449, data_time: 0.164, memory: 5420, loss: 1.2102 2020-06-11 23:50:18,445 - mmaction - INFO - Epoch [4][480/603] lr: 0.00100, eta: 2:59:49, time: 3.446, data_time: 0.159, memory: 5420, loss: 1.2501 2020-06-11 23:51:27,499 - mmaction - INFO - Epoch [4][500/603] lr: 0.00100, eta: 2:58:40, time: 3.449, data_time: 0.160, memory: 5420, loss: 1.3153 2020-06-11 23:52:36,349 - mmaction - INFO - Epoch [4][520/603] lr: 0.00100, eta: 2:57:32, time: 3.445, data_time: 0.164, memory: 5420, loss: 1.2755 2020-06-11 23:53:45,226 - mmaction - INFO - Epoch [4][540/603] lr: 0.00100, eta: 2:56:23, time: 3.445, data_time: 0.161, memory: 5420, loss: 1.3546 2020-06-11 23:54:54,205 - mmaction - INFO - Epoch [4][560/603] lr: 0.00100, eta: 2:55:15, time: 3.449, data_time: 0.160, memory: 5420, loss: 1.2445 2020-06-11 23:56:03,167 - mmaction - INFO - Epoch [4][580/603] lr: 0.00100, eta: 2:54:06, time: 3.445, data_time: 0.160, memory: 5420, loss: 1.2854 2020-06-11 23:57:12,362 - mmaction - INFO - Epoch [4][600/603] lr: 0.00100, eta: 2:52:58, time: 3.461, data_time: 0.163, memory: 5420, loss: 1.2551 2020-06-11 23:58:36,465 - mmaction - INFO - Epoch [5][20/603] lr: 0.00100, eta: 2:51:27, time: 3.494, data_time: 0.216, memory: 5420, loss: 1.2687 2020-06-11 23:59:45,375 - mmaction - INFO - Epoch [5][40/603] lr: 0.00100, eta: 2:50:19, time: 3.448, data_time: 0.161, memory: 5420, loss: 1.2654 2020-06-12 00:00:54,367 - mmaction - INFO - Epoch [5][60/603] lr: 0.00100, eta: 2:49:10, time: 3.445, data_time: 0.159, memory: 5420, loss: 1.2673 2020-06-12 00:02:03,475 - mmaction - INFO - Epoch [5][80/603] lr: 0.00100, eta: 2:48:02, time: 3.457, data_time: 0.163, memory: 5420, loss: 1.2325 2020-06-12 00:03:12,273 - mmaction - INFO - Epoch [5][100/603] lr: 0.00100, eta: 2:46:54, time: 3.443, data_time: 0.161, memory: 5420, loss: 1.2964 2020-06-12 00:04:21,284 - mmaction - INFO - Epoch [5][120/603] lr: 0.00100, eta: 2:45:45, time: 3.448, data_time: 0.159, memory: 5420, loss: 1.2615 2020-06-12 00:05:30,187 - mmaction - INFO - Epoch [5][140/603] lr: 0.00100, eta: 2:44:37, time: 3.444, data_time: 0.161, memory: 5420, loss: 1.2349 2020-06-12 00:06:39,061 - mmaction - INFO - Epoch [5][160/603] lr: 0.00100, eta: 2:43:28, time: 3.448, data_time: 0.163, memory: 5420, loss: 1.2603 2020-06-12 00:07:48,048 - mmaction - INFO - Epoch [5][180/603] lr: 0.00100, eta: 2:42:20, time: 3.445, data_time: 0.159, memory: 5420, loss: 1.2306 2020-06-12 00:08:57,043 - mmaction - INFO - Epoch [5][200/603] lr: 0.00100, eta: 2:41:11, time: 3.452, data_time: 0.163, memory: 5420, loss: 1.2490 2020-06-12 00:10:05,876 - mmaction - INFO - Epoch [5][220/603] lr: 0.00100, eta: 2:40:03, time: 3.444, data_time: 0.161, memory: 5420, loss: 1.3199 2020-06-12 00:11:14,856 - mmaction - INFO - Epoch [5][240/603] lr: 0.00100, eta: 2:38:54, time: 3.447, data_time: 0.159, memory: 5420, loss: 1.2527 2020-06-12 00:12:23,668 - mmaction - INFO - Epoch [5][260/603] lr: 0.00100, eta: 2:37:46, time: 3.441, data_time: 0.162, memory: 5420, loss: 1.2794 2020-06-12 00:13:32,461 - mmaction - INFO - Epoch [5][280/603] lr: 0.00100, eta: 2:36:37, time: 3.438, data_time: 0.161, memory: 5420, loss: 1.2439 2020-06-12 00:14:41,409 - mmaction - INFO - Epoch [5][300/603] lr: 0.00100, eta: 2:35:29, time: 3.446, data_time: 0.162, memory: 5420, loss: 1.2639 2020-06-12 00:15:50,418 - mmaction - INFO - Epoch [5][320/603] lr: 0.00100, eta: 2:34:20, time: 3.451, data_time: 0.164, memory: 5420, loss: 1.2856 2020-06-12 00:16:59,193 - mmaction - INFO - Epoch [5][340/603] lr: 0.00100, eta: 2:33:11, time: 3.438, data_time: 0.163, memory: 5420, loss: 1.2828 2020-06-12 00:18:08,101 - mmaction - INFO - Epoch [5][360/603] lr: 0.00100, eta: 2:32:03, time: 3.449, data_time: 0.164, memory: 5420, loss: 1.3397 2020-06-12 00:19:17,035 - mmaction - INFO - Epoch [5][380/603] lr: 0.00100, eta: 2:30:54, time: 3.449, data_time: 0.160, memory: 5420, loss: 1.2366 2020-06-12 00:20:26,104 - mmaction - INFO - Epoch [5][400/603] lr: 0.00100, eta: 2:29:46, time: 3.453, data_time: 0.158, memory: 5420, loss: 1.3073 2020-06-12 00:21:35,041 - mmaction - INFO - Epoch [5][420/603] lr: 0.00100, eta: 2:28:37, time: 3.444, data_time: 0.159, memory: 5420, loss: 1.1886 2020-06-12 00:22:43,960 - mmaction - INFO - Epoch [5][440/603] lr: 0.00100, eta: 2:27:29, time: 3.447, data_time: 0.161, memory: 5420, loss: 1.2425 2020-06-12 00:23:52,960 - mmaction - INFO - Epoch [5][460/603] lr: 0.00100, eta: 2:26:20, time: 3.446, data_time: 0.161, memory: 5420, loss: 1.2913 2020-06-12 00:25:01,818 - mmaction - INFO - Epoch [5][480/603] lr: 0.00100, eta: 2:25:12, time: 3.446, data_time: 0.164, memory: 5420, loss: 1.3068 2020-06-12 00:26:10,874 - mmaction - INFO - Epoch [5][500/603] lr: 0.00100, eta: 2:24:03, time: 3.453, data_time: 0.162, memory: 5420, loss: 1.3202 2020-06-12 00:27:19,782 - mmaction - INFO - Epoch [5][520/603] lr: 0.00100, eta: 2:22:55, time: 3.444, data_time: 0.162, memory: 5420, loss: 1.3079 2020-06-12 00:28:28,735 - mmaction - INFO - Epoch [5][540/603] lr: 0.00100, eta: 2:21:46, time: 3.448, data_time: 0.163, memory: 5420, loss: 1.3166 2020-06-12 00:29:37,623 - mmaction - INFO - Epoch [5][560/603] lr: 0.00100, eta: 2:20:38, time: 3.446, data_time: 0.163, memory: 5420, loss: 1.2947 2020-06-12 00:30:46,422 - mmaction - INFO - Epoch [5][580/603] lr: 0.00100, eta: 2:19:29, time: 3.442, data_time: 0.161, memory: 5420, loss: 1.2431 2020-06-12 00:31:55,316 - mmaction - INFO - Epoch [5][600/603] lr: 0.00100, eta: 2:18:20, time: 3.444, data_time: 0.159, memory: 5420, loss: 1.2512 2020-06-12 00:33:19,804 - mmaction - INFO - Epoch [6][20/603] lr: 0.00100, eta: 2:16:53, time: 3.456, data_time: 0.201, memory: 5420, loss: 1.2546 2020-06-12 00:34:28,638 - mmaction - INFO - Epoch [6][40/603] lr: 0.00100, eta: 2:15:45, time: 3.445, data_time: 0.163, memory: 5420, loss: 1.2447 2020-06-12 00:35:37,586 - mmaction - INFO - Epoch [6][60/603] lr: 0.00100, eta: 2:14:36, time: 3.447, data_time: 0.160, memory: 5420, loss: 1.2170 2020-06-12 00:36:46,375 - mmaction - INFO - Epoch [6][80/603] lr: 0.00100, eta: 2:13:28, time: 3.438, data_time: 0.161, memory: 5420, loss: 1.2199 2020-06-12 00:37:55,257 - mmaction - INFO - Epoch [6][100/603] lr: 0.00100, eta: 2:12:19, time: 3.444, data_time: 0.162, memory: 5420, loss: 1.2864 2020-06-12 00:39:04,081 - mmaction - INFO - Epoch [6][120/603] lr: 0.00100, eta: 2:11:11, time: 3.443, data_time: 0.163, memory: 5420, loss: 1.2384 2020-06-12 00:40:12,898 - mmaction - INFO - Epoch [6][140/603] lr: 0.00100, eta: 2:10:02, time: 3.439, data_time: 0.161, memory: 5420, loss: 1.2644 2020-06-12 00:41:21,737 - mmaction - INFO - Epoch [6][160/603] lr: 0.00100, eta: 2:08:53, time: 3.442, data_time: 0.164, memory: 5420, loss: 1.2333 2020-06-12 00:42:30,523 - mmaction - INFO - Epoch [6][180/603] lr: 0.00100, eta: 2:07:45, time: 3.440, data_time: 0.163, memory: 5420, loss: 1.3205 2020-06-12 00:43:39,315 - mmaction - INFO - Epoch [6][200/603] lr: 0.00100, eta: 2:06:36, time: 3.440, data_time: 0.163, memory: 5420, loss: 1.3090 2020-06-12 00:44:48,084 - mmaction - INFO - Epoch [6][220/603] lr: 0.00100, eta: 2:05:28, time: 3.439, data_time: 0.162, memory: 5420, loss: 1.2666 2020-06-12 00:45:56,842 - mmaction - INFO - Epoch [6][240/603] lr: 0.00100, eta: 2:04:19, time: 3.440, data_time: 0.162, memory: 5420, loss: 1.2653 2020-06-12 00:47:05,664 - mmaction - INFO - Epoch [6][260/603] lr: 0.00100, eta: 2:03:10, time: 3.441, data_time: 0.159, memory: 5420, loss: 1.2894 2020-06-12 00:48:14,516 - mmaction - INFO - Epoch [6][280/603] lr: 0.00100, eta: 2:02:02, time: 3.443, data_time: 0.160, memory: 5420, loss: 1.2263 2020-06-12 00:49:23,445 - mmaction - INFO - Epoch [6][300/603] lr: 0.00100, eta: 2:00:53, time: 3.444, data_time: 0.160, memory: 5420, loss: 1.2985 2020-06-12 00:50:32,276 - mmaction - INFO - Epoch [6][320/603] lr: 0.00100, eta: 1:59:45, time: 3.441, data_time: 0.161, memory: 5420, loss: 1.2434 2020-06-12 00:51:41,333 - mmaction - INFO - Epoch [6][340/603] lr: 0.00100, eta: 1:58:36, time: 3.457, data_time: 0.162, memory: 5420, loss: 1.2957 2020-06-12 00:52:50,370 - mmaction - INFO - Epoch [6][360/603] lr: 0.00100, eta: 1:57:28, time: 3.448, data_time: 0.158, memory: 5420, loss: 1.2518 2020-06-12 00:53:59,419 - mmaction - INFO - Epoch [6][380/603] lr: 0.00100, eta: 1:56:19, time: 3.453, data_time: 0.162, memory: 5420, loss: 1.2388 2020-06-12 00:55:08,343 - mmaction - INFO - Epoch [6][400/603] lr: 0.00100, eta: 1:55:11, time: 3.444, data_time: 0.161, memory: 5420, loss: 1.2373 2020-06-12 00:56:17,472 - mmaction - INFO - Epoch [6][420/603] lr: 0.00100, eta: 1:54:02, time: 3.458, data_time: 0.164, memory: 5420, loss: 1.2679 2020-06-12 00:57:26,426 - mmaction - INFO - Epoch [6][440/603] lr: 0.00100, eta: 1:52:54, time: 3.449, data_time: 0.162, memory: 5420, loss: 1.2029 2020-06-12 00:58:35,329 - mmaction - INFO - Epoch [6][460/603] lr: 0.00100, eta: 1:51:45, time: 3.444, data_time: 0.161, memory: 5420, loss: 1.2429 2020-06-12 00:59:44,163 - mmaction - INFO - Epoch [6][480/603] lr: 0.00100, eta: 1:50:36, time: 3.442, data_time: 0.162, memory: 5420, loss: 1.2465 2020-06-12 01:00:52,996 - mmaction - INFO - Epoch [6][500/603] lr: 0.00100, eta: 1:49:28, time: 3.445, data_time: 0.162, memory: 5420, loss: 1.2387 2020-06-12 01:02:02,242 - mmaction - INFO - Epoch [6][520/603] lr: 0.00100, eta: 1:48:19, time: 3.458, data_time: 0.170, memory: 5420, loss: 1.2815 2020-06-12 01:03:11,077 - mmaction - INFO - Epoch [6][540/603] lr: 0.00100, eta: 1:47:11, time: 3.442, data_time: 0.163, memory: 5420, loss: 1.2700 2020-06-12 01:04:20,007 - mmaction - INFO - Epoch [6][560/603] lr: 0.00100, eta: 1:46:02, time: 3.448, data_time: 0.163, memory: 5420, loss: 1.2937 2020-06-12 01:05:28,937 - mmaction - INFO - Epoch [6][580/603] lr: 0.00100, eta: 1:44:54, time: 3.446, data_time: 0.161, memory: 5420, loss: 1.2428 2020-06-12 01:06:37,874 - mmaction - INFO - Epoch [6][600/603] lr: 0.00100, eta: 1:43:45, time: 3.447, data_time: 0.162, memory: 5420, loss: 1.2128 2020-06-12 01:08:01,660 - mmaction - INFO - Epoch [7][20/603] lr: 0.00100, eta: 1:42:21, time: 3.486, data_time: 0.214, memory: 5420, loss: 1.1900 2020-06-12 01:09:10,484 - mmaction - INFO - Epoch [7][40/603] lr: 0.00100, eta: 1:41:13, time: 3.440, data_time: 0.160, memory: 5420, loss: 1.2237 2020-06-12 01:10:19,451 - mmaction - INFO - Epoch [7][60/603] lr: 0.00100, eta: 1:40:04, time: 3.448, data_time: 0.161, memory: 5420, loss: 1.1938 2020-06-12 01:11:28,283 - mmaction - INFO - Epoch [7][80/603] lr: 0.00100, eta: 1:38:56, time: 3.442, data_time: 0.162, memory: 5420, loss: 1.2319 2020-06-12 01:12:37,152 - mmaction - INFO - Epoch [7][100/603] lr: 0.00100, eta: 1:37:47, time: 3.444, data_time: 0.162, memory: 5420, loss: 1.2551 2020-06-12 01:13:46,137 - mmaction - INFO - Epoch [7][120/603] lr: 0.00100, eta: 1:36:39, time: 3.448, data_time: 0.162, memory: 5420, loss: 1.2051 2020-06-12 01:14:54,973 - mmaction - INFO - Epoch [7][140/603] lr: 0.00100, eta: 1:35:30, time: 3.444, data_time: 0.163, memory: 5420, loss: 1.3062 2020-06-12 01:16:03,924 - mmaction - INFO - Epoch [7][160/603] lr: 0.00100, eta: 1:34:21, time: 3.446, data_time: 0.161, memory: 5420, loss: 1.2276 2020-06-12 01:17:12,772 - mmaction - INFO - Epoch [7][180/603] lr: 0.00100, eta: 1:33:13, time: 3.441, data_time: 0.162, memory: 5420, loss: 1.2110 2020-06-12 01:18:21,814 - mmaction - INFO - Epoch [7][200/603] lr: 0.00100, eta: 1:32:04, time: 3.455, data_time: 0.164, memory: 5420, loss: 1.2274 2020-06-12 01:19:30,590 - mmaction - INFO - Epoch [7][220/603] lr: 0.00100, eta: 1:30:56, time: 3.437, data_time: 0.161, memory: 5420, loss: 1.2768 2020-06-12 01:20:39,342 - mmaction - INFO - Epoch [7][240/603] lr: 0.00100, eta: 1:29:47, time: 3.442, data_time: 0.163, memory: 5420, loss: 1.2642 2020-06-12 01:21:48,168 - mmaction - INFO - Epoch [7][260/603] lr: 0.00100, eta: 1:28:38, time: 3.438, data_time: 0.159, memory: 5420, loss: 1.1915 2020-06-12 01:22:56,957 - mmaction - INFO - Epoch [7][280/603] lr: 0.00100, eta: 1:27:30, time: 3.440, data_time: 0.162, memory: 5420, loss: 1.2764 2020-06-12 01:24:05,736 - mmaction - INFO - Epoch [7][300/603] lr: 0.00100, eta: 1:26:21, time: 3.436, data_time: 0.162, memory: 5420, loss: 1.2160 2020-06-12 01:25:14,532 - mmaction - INFO - Epoch [7][320/603] lr: 0.00100, eta: 1:25:12, time: 3.441, data_time: 0.164, memory: 5420, loss: 1.2157 2020-06-12 01:26:23,310 - mmaction - INFO - Epoch [7][340/603] lr: 0.00100, eta: 1:24:04, time: 3.441, data_time: 0.163, memory: 5420, loss: 1.2675 2020-06-12 01:27:31,936 - mmaction - INFO - Epoch [7][360/603] lr: 0.00100, eta: 1:22:55, time: 3.430, data_time: 0.162, memory: 5420, loss: 1.2430 2020-06-12 01:28:40,546 - mmaction - INFO - Epoch [7][380/603] lr: 0.00100, eta: 1:21:46, time: 3.433, data_time: 0.164, memory: 5420, loss: 1.2624 2020-06-12 01:29:49,133 - mmaction - INFO - Epoch [7][400/603] lr: 0.00100, eta: 1:20:38, time: 3.429, data_time: 0.161, memory: 5420, loss: 1.2644 2020-06-12 01:30:57,747 - mmaction - INFO - Epoch [7][420/603] lr: 0.00100, eta: 1:19:29, time: 3.430, data_time: 0.162, memory: 5420, loss: 1.2183 2020-06-12 01:32:06,443 - mmaction - INFO - Epoch [7][440/603] lr: 0.00100, eta: 1:18:20, time: 3.436, data_time: 0.163, memory: 5420, loss: 1.2715 2020-06-12 01:33:15,037 - mmaction - INFO - Epoch [7][460/603] lr: 0.00100, eta: 1:17:12, time: 3.431, data_time: 0.161, memory: 5420, loss: 1.2472 2020-06-12 01:34:23,813 - mmaction - INFO - Epoch [7][480/603] lr: 0.00100, eta: 1:16:03, time: 3.436, data_time: 0.160, memory: 5420, loss: 1.2717 2020-06-12 01:35:32,543 - mmaction - INFO - Epoch [7][500/603] lr: 0.00100, eta: 1:14:54, time: 3.439, data_time: 0.163, memory: 5420, loss: 1.2591 2020-06-12 01:36:41,352 - mmaction - INFO - Epoch [7][520/603] lr: 0.00100, eta: 1:13:46, time: 3.440, data_time: 0.161, memory: 5420, loss: 1.2397 2020-06-12 01:37:50,177 - mmaction - INFO - Epoch [7][540/603] lr: 0.00100, eta: 1:12:37, time: 3.442, data_time: 0.162, memory: 5420, loss: 1.2568 2020-06-12 01:38:58,968 - mmaction - INFO - Epoch [7][560/603] lr: 0.00100, eta: 1:11:28, time: 3.438, data_time: 0.161, memory: 5420, loss: 1.2421 2020-06-12 01:40:07,766 - mmaction - INFO - Epoch [7][580/603] lr: 0.00100, eta: 1:10:20, time: 3.442, data_time: 0.163, memory: 5420, loss: 1.3012 2020-06-12 01:41:16,522 - mmaction - INFO - Epoch [7][600/603] lr: 0.00100, eta: 1:09:11, time: 3.438, data_time: 0.160, memory: 5420, loss: 1.2234 2020-06-12 01:42:40,043 - mmaction - INFO - Epoch [8][20/603] lr: 0.00010, eta: 1:07:50, time: 3.477, data_time: 0.211, memory: 5420, loss: 1.1975 2020-06-12 01:43:48,718 - mmaction - INFO - Epoch [8][40/603] lr: 0.00010, eta: 1:06:41, time: 3.437, data_time: 0.162, memory: 5420, loss: 1.2077 2020-06-12 01:44:57,518 - mmaction - INFO - Epoch [8][60/603] lr: 0.00010, eta: 1:05:32, time: 3.440, data_time: 0.159, memory: 5420, loss: 1.1935 2020-06-12 01:46:06,222 - mmaction - INFO - Epoch [8][80/603] lr: 0.00010, eta: 1:04:24, time: 3.433, data_time: 0.159, memory: 5420, loss: 1.2155 2020-06-12 01:47:15,088 - mmaction - INFO - Epoch [8][100/603] lr: 0.00010, eta: 1:03:15, time: 3.443, data_time: 0.162, memory: 5420, loss: 1.2354 2020-06-12 01:48:23,951 - mmaction - INFO - Epoch [8][120/603] lr: 0.00010, eta: 1:02:07, time: 3.445, data_time: 0.162, memory: 5420, loss: 1.2114 2020-06-12 01:49:32,727 - mmaction - INFO - Epoch [8][140/603] lr: 0.00010, eta: 1:00:58, time: 3.440, data_time: 0.160, memory: 5420, loss: 1.2046 2020-06-12 01:50:41,538 - mmaction - INFO - Epoch [8][160/603] lr: 0.00010, eta: 0:59:49, time: 3.439, data_time: 0.159, memory: 5420, loss: 1.1774 2020-06-12 01:51:50,360 - mmaction - INFO - Epoch [8][180/603] lr: 0.00010, eta: 0:58:41, time: 3.439, data_time: 0.160, memory: 5420, loss: 1.2410 2020-06-12 01:52:59,124 - mmaction - INFO - Epoch [8][200/603] lr: 0.00010, eta: 0:57:32, time: 3.441, data_time: 0.163, memory: 5420, loss: 1.1776 2020-06-12 01:54:07,850 - mmaction - INFO - Epoch [8][220/603] lr: 0.00010, eta: 0:56:24, time: 3.435, data_time: 0.161, memory: 5420, loss: 1.2164 2020-06-12 01:55:16,627 - mmaction - INFO - Epoch [8][240/603] lr: 0.00010, eta: 0:55:15, time: 3.436, data_time: 0.161, memory: 5420, loss: 1.1468 2020-06-12 01:56:25,568 - mmaction - INFO - Epoch [8][260/603] lr: 0.00010, eta: 0:54:06, time: 3.450, data_time: 0.164, memory: 5420, loss: 1.1692 2020-06-12 01:57:34,286 - mmaction - INFO - Epoch [8][280/603] lr: 0.00010, eta: 0:52:58, time: 3.435, data_time: 0.161, memory: 5420, loss: 1.1681 2020-06-12 01:58:43,044 - mmaction - INFO - Epoch [8][300/603] lr: 0.00010, eta: 0:51:49, time: 3.441, data_time: 0.162, memory: 5420, loss: 1.1365 2020-06-12 01:59:51,826 - mmaction - INFO - Epoch [8][320/603] lr: 0.00010, eta: 0:50:40, time: 3.435, data_time: 0.159, memory: 5420, loss: 1.2387 2020-06-12 02:01:00,515 - mmaction - INFO - Epoch [8][340/603] lr: 0.00010, eta: 0:49:32, time: 3.438, data_time: 0.163, memory: 5420, loss: 1.1634 2020-06-12 02:02:09,606 - mmaction - INFO - Epoch [8][360/603] lr: 0.00010, eta: 0:48:23, time: 3.452, data_time: 0.160, memory: 5420, loss: 1.1573 2020-06-12 02:03:18,243 - mmaction - INFO - Epoch [8][380/603] lr: 0.00010, eta: 0:47:15, time: 3.432, data_time: 0.162, memory: 5420, loss: 1.1773 2020-06-12 02:04:26,983 - mmaction - INFO - Epoch [8][400/603] lr: 0.00010, eta: 0:46:06, time: 3.439, data_time: 0.162, memory: 5420, loss: 1.1517 2020-06-12 02:05:35,735 - mmaction - INFO - Epoch [8][420/603] lr: 0.00010, eta: 0:44:57, time: 3.435, data_time: 0.160, memory: 5420, loss: 1.1815 2020-06-12 02:06:44,534 - mmaction - INFO - Epoch [8][440/603] lr: 0.00010, eta: 0:43:49, time: 3.441, data_time: 0.163, memory: 5420, loss: 1.1483 2020-06-12 02:07:53,342 - mmaction - INFO - Epoch [8][460/603] lr: 0.00010, eta: 0:42:40, time: 3.439, data_time: 0.161, memory: 5420, loss: 1.1518 2020-06-12 02:09:02,177 - mmaction - INFO - Epoch [8][480/603] lr: 0.00010, eta: 0:41:32, time: 3.442, data_time: 0.162, memory: 5420, loss: 1.1689 2020-06-12 02:10:10,974 - mmaction - INFO - Epoch [8][500/603] lr: 0.00010, eta: 0:40:23, time: 3.441, data_time: 0.162, memory: 5420, loss: 1.1735 2020-06-12 02:11:19,729 - mmaction - INFO - Epoch [8][520/603] lr: 0.00010, eta: 0:39:14, time: 3.437, data_time: 0.161, memory: 5420, loss: 1.1619 2020-06-12 02:12:28,395 - mmaction - INFO - Epoch [8][540/603] lr: 0.00010, eta: 0:38:06, time: 3.435, data_time: 0.161, memory: 5420, loss: 1.1693 2020-06-12 02:13:37,018 - mmaction - INFO - Epoch [8][560/603] lr: 0.00010, eta: 0:36:57, time: 3.431, data_time: 0.159, memory: 5420, loss: 1.2105 2020-06-12 02:14:45,720 - mmaction - INFO - Epoch [8][580/603] lr: 0.00010, eta: 0:35:48, time: 3.435, data_time: 0.160, memory: 5420, loss: 1.1622 2020-06-12 02:15:54,506 - mmaction - INFO - Epoch [8][600/603] lr: 0.00010, eta: 0:34:40, time: 3.439, data_time: 0.160, memory: 5420, loss: 1.1507 2020-06-12 02:17:17,799 - mmaction - INFO - Epoch [9][20/603] lr: 0.00010, eta: 0:33:20, time: 3.468, data_time: 0.207, memory: 5420, loss: 1.1453 2020-06-12 02:18:26,663 - mmaction - INFO - Epoch [9][40/603] lr: 0.00010, eta: 0:32:11, time: 3.446, data_time: 0.162, memory: 5420, loss: 1.2003 2020-06-12 02:19:35,551 - mmaction - INFO - Epoch [9][60/603] lr: 0.00010, eta: 0:31:02, time: 3.442, data_time: 0.159, memory: 5420, loss: 1.1750 2020-06-12 02:20:44,471 - mmaction - INFO - Epoch [9][80/603] lr: 0.00010, eta: 0:29:54, time: 3.449, data_time: 0.161, memory: 5420, loss: 1.1440 2020-06-12 02:21:53,215 - mmaction - INFO - Epoch [9][100/603] lr: 0.00010, eta: 0:28:45, time: 3.434, data_time: 0.159, memory: 5420, loss: 1.1675 2020-06-12 02:23:02,122 - mmaction - INFO - Epoch [9][120/603] lr: 0.00010, eta: 0:27:37, time: 3.443, data_time: 0.162, memory: 5420, loss: 1.1169 2020-06-12 02:24:11,113 - mmaction - INFO - Epoch [9][140/603] lr: 0.00010, eta: 0:26:28, time: 3.451, data_time: 0.164, memory: 5420, loss: 1.1615 2020-06-12 02:25:19,980 - mmaction - INFO - Epoch [9][160/603] lr: 0.00010, eta: 0:25:19, time: 3.447, data_time: 0.163, memory: 5420, loss: 1.2024 2020-06-12 02:26:28,862 - mmaction - INFO - Epoch [9][180/603] lr: 0.00010, eta: 0:24:11, time: 3.442, data_time: 0.159, memory: 5420, loss: 1.1210 2020-06-12 02:27:37,702 - mmaction - INFO - Epoch [9][200/603] lr: 0.00010, eta: 0:23:02, time: 3.442, data_time: 0.161, memory: 5420, loss: 1.1344 2020-06-12 02:28:46,516 - mmaction - INFO - Epoch [9][220/603] lr: 0.00010, eta: 0:21:54, time: 3.439, data_time: 0.161, memory: 5420, loss: 1.1341 2020-06-12 02:29:55,220 - mmaction - INFO - Epoch [9][240/603] lr: 0.00010, eta: 0:20:45, time: 3.436, data_time: 0.164, memory: 5420, loss: 1.1763 2020-06-12 02:31:04,162 - mmaction - INFO - Epoch [9][260/603] lr: 0.00010, eta: 0:19:36, time: 3.448, data_time: 0.163, memory: 5420, loss: 1.1951 2020-06-12 02:32:13,013 - mmaction - INFO - Epoch [9][280/603] lr: 0.00010, eta: 0:18:28, time: 3.442, data_time: 0.162, memory: 5420, loss: 1.1351 2020-06-12 02:33:21,766 - mmaction - INFO - Epoch [9][300/603] lr: 0.00010, eta: 0:17:19, time: 3.438, data_time: 0.163, memory: 5420, loss: 1.1495 2020-06-12 02:34:30,486 - mmaction - INFO - Epoch [9][320/603] lr: 0.00010, eta: 0:16:11, time: 3.438, data_time: 0.162, memory: 5420, loss: 1.1419 2020-06-12 02:35:39,237 - mmaction - INFO - Epoch [9][340/603] lr: 0.00010, eta: 0:15:02, time: 3.437, data_time: 0.161, memory: 5420, loss: 1.1122 2020-06-12 02:36:48,046 - mmaction - INFO - Epoch [9][360/603] lr: 0.00010, eta: 0:13:53, time: 3.443, data_time: 0.161, memory: 5420, loss: 1.1307 2020-06-12 02:37:56,922 - mmaction - INFO - Epoch [9][380/603] lr: 0.00010, eta: 0:12:45, time: 3.442, data_time: 0.159, memory: 5420, loss: 1.1415 2020-06-12 02:39:05,698 - mmaction - INFO - Epoch [9][400/603] lr: 0.00010, eta: 0:11:36, time: 3.439, data_time: 0.160, memory: 5420, loss: 1.1637 2020-06-12 02:40:14,495 - mmaction - INFO - Epoch [9][420/603] lr: 0.00010, eta: 0:10:27, time: 3.443, data_time: 0.160, memory: 5420, loss: 1.1714 2020-06-12 02:41:23,306 - mmaction - INFO - Epoch [9][440/603] lr: 0.00010, eta: 0:09:19, time: 3.435, data_time: 0.157, memory: 5420, loss: 1.1165 2020-06-12 02:42:32,221 - mmaction - INFO - Epoch [9][460/603] lr: 0.00010, eta: 0:08:10, time: 3.447, data_time: 0.163, memory: 5420, loss: 1.1863 2020-06-12 02:43:41,005 - mmaction - INFO - Epoch [9][480/603] lr: 0.00010, eta: 0:07:02, time: 3.438, data_time: 0.161, memory: 5420, loss: 1.1418 2020-06-12 02:44:49,745 - mmaction - INFO - Epoch [9][500/603] lr: 0.00010, eta: 0:05:53, time: 3.440, data_time: 0.162, memory: 5420, loss: 1.1671 2020-06-12 02:45:58,501 - mmaction - INFO - Epoch [9][520/603] lr: 0.00010, eta: 0:04:44, time: 3.437, data_time: 0.159, memory: 5420, loss: 1.1342 2020-06-12 02:47:07,261 - mmaction - INFO - Epoch [9][540/603] lr: 0.00010, eta: 0:03:36, time: 3.438, data_time: 0.160, memory: 5420, loss: 1.2191 2020-06-12 02:48:15,996 - mmaction - INFO - Epoch [9][560/603] lr: 0.00010, eta: 0:02:27, time: 3.437, data_time: 0.160, memory: 5420, loss: 1.1528 2020-06-12 02:49:24,923 - mmaction - INFO - Epoch [9][580/603] lr: 0.00010, eta: 0:01:18, time: 3.444, data_time: 0.159, memory: 5420, loss: 1.1586 2020-06-12 02:50:33,687 - mmaction - INFO - Epoch [9][600/603] lr: 0.00010, eta: 0:00:10, time: 3.437, data_time: 0.162, memory: 5420, loss: 1.1996