2023/09/07 02:08:53 - mmengine - INFO - ------------------------------------------------------------ System environment: sys.platform: linux Python: 3.7.13 (default, Mar 29 2022, 02:18:16) [GCC 7.5.0] CUDA available: True numpy_random_seed: 2049347675 GPU 0,1: NVIDIA A100-SXM4-80GB CUDA_HOME: /mnt/cache/share/cuda-11.1 NVCC: Cuda compilation tools, release 11.1, V11.1.74 GCC: x86_64-conda_cos6-linux-gnu-gcc (crosstool-NG 1.23.0.449-a04d0) 7.3.0 PyTorch: 1.12.1+cu113 PyTorch compiling details: PyTorch built with: - GCC 9.3 - C++ Version: 201402 - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.6.0 (Git Hash 52b5f107dd9cf10910aaa19cb47f3abf9b349815) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.3 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 - CuDNN 8.1.1 (built against CUDA 11.2) - Built with CuDNN 8.3.2 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.3.2, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Werror=cast-function-type -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.12.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, TorchVision: 0.13.1+cu113 OpenCV: 4.7.0 MMEngine: 0.7.4 Runtime environment: cudnn_benchmark: False mp_cfg: {'mp_start_method': 'fork', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl'} seed: 2049347675 diff_rank_seed: False deterministic: False Distributed launcher: pytorch Distributed training: True GPU number: 2 ------------------------------------------------------------ 2023/09/07 02:08:53 - mmengine - INFO - Config: model = dict( type='BMN', temporal_dim=100, boundary_ratio=0.5, num_samples=32, num_samples_per_bin=3, feat_dim=2048, soft_nms_alpha=0.4, soft_nms_low_threshold=0.5, soft_nms_high_threshold=0.9, post_process_top_k=100) default_scope = 'mmaction' default_hooks = dict( runtime_info=dict(type='RuntimeInfoHook'), timer=dict(type='IterTimerHook'), logger=dict(type='LoggerHook', interval=20, ignore_last=False), param_scheduler=dict(type='ParamSchedulerHook'), checkpoint=dict(type='CheckpointHook', interval=1, save_best='auto'), sampler_seed=dict(type='DistSamplerSeedHook'), sync_buffers=dict(type='SyncBuffersHook')) env_cfg = dict( cudnn_benchmark=False, mp_cfg=dict(mp_start_method='fork', opencv_num_threads=0), dist_cfg=dict(backend='nccl')) log_processor = dict(type='LogProcessor', window_size=20, by_epoch=True) vis_backends = [dict(type='LocalVisBackend')] visualizer = dict( type='ActionVisualizer', vis_backends=[dict(type='LocalVisBackend')]) log_level = 'INFO' load_from = None resume = False dataset_type = 'ActivityNetDataset' data_root = 'data/ActivityNet/k700slowonly' data_root_val = 'data/ActivityNet/k700slowonly' 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_val.json' train_pipeline = [ dict(type='LoadLocalizationFeature'), dict(type='GenerateLocalizationLabels'), dict( type='PackLocalizationInputs', keys=('gt_bbox', ), meta_keys=('video_name', )) ] val_pipeline = [ dict(type='LoadLocalizationFeature'), dict(type='GenerateLocalizationLabels'), dict( type='PackLocalizationInputs', keys=('gt_bbox', ), meta_keys=('video_name', 'duration_second', 'duration_frame', 'annotations', 'feature_frame')) ] test_pipeline = [ dict(type='LoadLocalizationFeature'), dict( type='PackLocalizationInputs', keys=('gt_bbox', ), meta_keys=('video_name', 'duration_second', 'duration_frame', 'annotations', 'feature_frame')) ] train_dataloader = dict( batch_size=8, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=True), drop_last=True, dataset=dict( type='ActivityNetDataset', ann_file='data/ActivityNet/anet_anno_train.json', data_prefix=dict(video='data/ActivityNet/k700slowonly'), pipeline=[ dict(type='LoadLocalizationFeature'), dict(type='GenerateLocalizationLabels'), dict( type='PackLocalizationInputs', keys=('gt_bbox', ), meta_keys=('video_name', )) ])) val_dataloader = dict( batch_size=1, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='ActivityNetDataset', ann_file='data/ActivityNet/anet_anno_val.json', data_prefix=dict(video='data/ActivityNet/k700slowonly'), pipeline=[ dict(type='LoadLocalizationFeature'), dict(type='GenerateLocalizationLabels'), dict( type='PackLocalizationInputs', keys=('gt_bbox', ), meta_keys=('video_name', 'duration_second', 'duration_frame', 'annotations', 'feature_frame')) ], test_mode=True)) test_dataloader = dict( batch_size=1, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='ActivityNetDataset', ann_file='data/ActivityNet/anet_anno_val.json', data_prefix=dict(video='data/ActivityNet/k700slowonly'), pipeline=[ dict(type='LoadLocalizationFeature'), dict( type='PackLocalizationInputs', keys=('gt_bbox', ), meta_keys=('video_name', 'duration_second', 'duration_frame', 'annotations', 'feature_frame')) ], test_mode=True)) max_epochs = 9 train_cfg = dict( type='EpochBasedTrainLoop', max_epochs=9, val_begin=1, val_interval=1) val_cfg = dict(type='ValLoop') test_cfg = dict(type='TestLoop') optim_wrapper = dict( optimizer=dict(type='Adam', lr=0.001, weight_decay=0.0001), clip_grad=dict(max_norm=40, norm_type=2)) param_scheduler = [ dict( type='MultiStepLR', begin=0, end=9, by_epoch=True, milestones=[7], gamma=0.1) ] work_dir = './work_dirs/bmn_400x100_2x8_9e_activitynet_feature/' test_evaluator = dict( type='ANetMetric', metric_type='AR@AN', dump_config=dict( out='./work_dirs/bmn_400x100_2x8_9e_activitynet_feature//results.json', output_format='json')) val_evaluator = dict( type='ANetMetric', metric_type='AR@AN', dump_config=dict( out='./work_dirs/bmn_400x100_2x8_9e_activitynet_feature//results.json', output_format='json')) launcher = 'pytorch' randomness = dict(seed=None, diff_rank_seed=False, deterministic=False) 2023/09/07 02:09:01 - mmengine - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) RuntimeInfoHook (BELOW_NORMAL) LoggerHook -------------------- before_train: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (VERY_LOW ) CheckpointHook -------------------- before_train_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (NORMAL ) DistSamplerSeedHook -------------------- before_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook -------------------- after_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_train_epoch: (NORMAL ) IterTimerHook (NORMAL ) SyncBuffersHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- before_val_epoch: (NORMAL ) IterTimerHook (NORMAL ) SyncBuffersHook -------------------- before_val_iter: (NORMAL ) IterTimerHook -------------------- after_val_iter: (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_val_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_train: (VERY_LOW ) CheckpointHook -------------------- before_test_epoch: (NORMAL ) IterTimerHook -------------------- before_test_iter: (NORMAL ) IterTimerHook -------------------- after_test_iter: (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_test_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_run: (BELOW_NORMAL) LoggerHook -------------------- 2023/09/07 02:09:02 - mmengine - WARNING - The prefix is not set in metric class ANetMetric. 2023/09/07 02:09:02 - mmengine - WARNING - "FileClient" will be deprecated in future. Please use io functions in https://mmengine.readthedocs.io/en/latest/api/fileio.html#file-io 2023/09/07 02:09:02 - mmengine - WARNING - "HardDiskBackend" is the alias of "LocalBackend" and the former will be deprecated in future. 2023/09/07 02:09:02 - mmengine - INFO - Checkpoints will be saved to /mnt/petrelfs/hukai/drns/work_dirs/bmn_400x100_2x8_9e_activitynet_feature. 2023/09/07 02:09:41 - mmengine - INFO - Epoch(train) [1][ 20/603] lr: 1.0000e-03 eta: 2:54:07 time: 1.9322 data_time: 0.0807 memory: 5413 grad_norm: 1.8017 loss: 1.8570 2023/09/07 02:10:13 - mmengine - INFO - Epoch(train) [1][ 40/603] lr: 1.0000e-03 eta: 2:39:14 time: 1.6152 data_time: 0.0052 memory: 5413 grad_norm: 1.0410 loss: 1.6729 2023/09/07 02:10:46 - mmengine - INFO - Epoch(train) [1][ 60/603] lr: 1.0000e-03 eta: 2:33:53 time: 1.6139 data_time: 0.0047 memory: 5413 grad_norm: 1.8528 loss: 1.5526 2023/09/07 02:11:18 - mmengine - INFO - Epoch(train) [1][ 80/603] lr: 1.0000e-03 eta: 2:30:56 time: 1.6139 data_time: 0.0049 memory: 5413 grad_norm: 1.2638 loss: 1.5047 2023/09/07 02:11:50 - mmengine - INFO - Epoch(train) [1][100/603] lr: 1.0000e-03 eta: 2:28:57 time: 1.6141 data_time: 0.0049 memory: 5413 grad_norm: 1.2805 loss: 1.4394 2023/09/07 02:12:22 - mmengine - INFO - Epoch(train) [1][120/603] lr: 1.0000e-03 eta: 2:27:29 time: 1.6162 data_time: 0.0075 memory: 5413 grad_norm: 1.3653 loss: 1.4488 2023/09/07 02:12:55 - mmengine - INFO - Epoch(train) [1][140/603] lr: 1.0000e-03 eta: 2:26:16 time: 1.6145 data_time: 0.0049 memory: 5413 grad_norm: 1.5309 loss: 1.4862 2023/09/07 02:13:27 - mmengine - INFO - Epoch(train) [1][160/603] lr: 1.0000e-03 eta: 2:25:13 time: 1.6145 data_time: 0.0050 memory: 5413 grad_norm: 1.3001 loss: 1.5023 2023/09/07 02:13:59 - mmengine - INFO - Epoch(train) [1][180/603] lr: 1.0000e-03 eta: 2:24:15 time: 1.6127 data_time: 0.0048 memory: 5413 grad_norm: 1.2311 loss: 1.5065 2023/09/07 02:14:32 - mmengine - INFO - Epoch(train) [1][200/603] lr: 1.0000e-03 eta: 2:23:24 time: 1.6144 data_time: 0.0053 memory: 5413 grad_norm: 1.3063 loss: 1.4168 2023/09/07 02:15:04 - mmengine - INFO - Epoch(train) [1][220/603] lr: 1.0000e-03 eta: 2:22:36 time: 1.6135 data_time: 0.0048 memory: 5413 grad_norm: 1.3019 loss: 1.4351 2023/09/07 02:15:36 - mmengine - INFO - Epoch(train) [1][240/603] lr: 1.0000e-03 eta: 2:21:50 time: 1.6131 data_time: 0.0047 memory: 5413 grad_norm: 1.1888 loss: 1.4098 2023/09/07 02:16:08 - mmengine - INFO - Epoch(train) [1][260/603] lr: 1.0000e-03 eta: 2:21:06 time: 1.6133 data_time: 0.0048 memory: 5413 grad_norm: 1.1229 loss: 1.4612 2023/09/07 02:16:41 - mmengine - INFO - Epoch(train) [1][280/603] lr: 1.0000e-03 eta: 2:20:24 time: 1.6131 data_time: 0.0049 memory: 5413 grad_norm: 0.9791 loss: 1.3501 2023/09/07 02:17:13 - mmengine - INFO - Epoch(train) [1][300/603] lr: 1.0000e-03 eta: 2:19:43 time: 1.6129 data_time: 0.0046 memory: 5413 grad_norm: 1.0101 loss: 1.3868 2023/09/07 02:17:45 - mmengine - INFO - Epoch(train) [1][320/603] lr: 1.0000e-03 eta: 2:19:03 time: 1.6135 data_time: 0.0051 memory: 5413 grad_norm: 1.0539 loss: 1.3851 2023/09/07 02:18:17 - mmengine - INFO - Epoch(train) [1][340/603] lr: 1.0000e-03 eta: 2:18:24 time: 1.6125 data_time: 0.0047 memory: 5413 grad_norm: 0.9198 loss: 1.4122 2023/09/07 02:18:50 - mmengine - INFO - Epoch(train) [1][360/603] lr: 1.0000e-03 eta: 2:17:46 time: 1.6137 data_time: 0.0048 memory: 5413 grad_norm: 1.1158 loss: 1.3947 2023/09/07 02:19:22 - mmengine - INFO - Epoch(train) [1][380/603] lr: 1.0000e-03 eta: 2:17:09 time: 1.6127 data_time: 0.0049 memory: 5413 grad_norm: 0.9736 loss: 1.4581 2023/09/07 02:19:54 - mmengine - INFO - Epoch(train) [1][400/603] lr: 1.0000e-03 eta: 2:16:32 time: 1.6149 data_time: 0.0048 memory: 5413 grad_norm: 1.2784 loss: 1.3863 2023/09/07 02:20:26 - mmengine - INFO - Epoch(train) [1][420/603] lr: 1.0000e-03 eta: 2:15:56 time: 1.6146 data_time: 0.0047 memory: 5413 grad_norm: 0.8953 loss: 1.4442 2023/09/07 02:20:59 - mmengine - INFO - Epoch(train) [1][440/603] lr: 1.0000e-03 eta: 2:15:20 time: 1.6155 data_time: 0.0049 memory: 5413 grad_norm: 1.0952 loss: 1.4109 2023/09/07 02:21:31 - mmengine - INFO - Epoch(train) [1][460/603] lr: 1.0000e-03 eta: 2:14:45 time: 1.6142 data_time: 0.0048 memory: 5413 grad_norm: 1.0169 loss: 1.4320 2023/09/07 02:22:03 - mmengine - INFO - Epoch(train) [1][480/603] lr: 1.0000e-03 eta: 2:14:09 time: 1.6122 data_time: 0.0047 memory: 5413 grad_norm: 1.2348 loss: 1.3980 2023/09/07 02:22:36 - mmengine - INFO - Epoch(train) [1][500/603] lr: 1.0000e-03 eta: 2:13:34 time: 1.6138 data_time: 0.0048 memory: 5413 grad_norm: 1.2215 loss: 1.3954 2023/09/07 02:23:08 - mmengine - INFO - Epoch(train) [1][520/603] lr: 1.0000e-03 eta: 2:12:59 time: 1.6138 data_time: 0.0048 memory: 5413 grad_norm: 0.9952 loss: 1.4544 2023/09/07 02:23:40 - mmengine - INFO - Epoch(train) [1][540/603] lr: 1.0000e-03 eta: 2:12:24 time: 1.6129 data_time: 0.0048 memory: 5413 grad_norm: 0.9307 loss: 1.4340 2023/09/07 02:24:12 - mmengine - INFO - Epoch(train) [1][560/603] lr: 1.0000e-03 eta: 2:11:50 time: 1.6151 data_time: 0.0049 memory: 5413 grad_norm: 0.9862 loss: 1.3903 2023/09/07 02:24:45 - mmengine - INFO - Epoch(train) [1][580/603] lr: 1.0000e-03 eta: 2:11:15 time: 1.6135 data_time: 0.0047 memory: 5413 grad_norm: 0.9931 loss: 1.4606 2023/09/07 02:25:17 - mmengine - INFO - Epoch(train) [1][600/603] lr: 1.0000e-03 eta: 2:10:41 time: 1.6142 data_time: 0.0048 memory: 5413 grad_norm: 0.9623 loss: 1.3814 2023/09/07 02:25:22 - mmengine - INFO - Exp name: bmn_2xb8-400x100-9e_activitynet-feature_20230907_020847 2023/09/07 02:25:22 - mmengine - INFO - Epoch(train) [1][603/603] lr: 1.0000e-03 eta: 2:10:36 time: 1.6133 data_time: 0.0048 memory: 5413 grad_norm: 0.9927 loss: 1.3914 2023/09/07 02:25:22 - mmengine - INFO - Saving checkpoint at 1 epochs 2023/09/07 02:25:25 - mmengine - INFO - Epoch(val) [1][ 20/2364] eta: 0:03:22 time: 0.0864 data_time: 0.0401 memory: 906 2023/09/07 02:25:26 - mmengine - INFO - Epoch(val) [1][ 40/2364] eta: 0:02:31 time: 0.0440 data_time: 0.0009 memory: 906 2023/09/07 02:25:27 - mmengine - INFO - Epoch(val) [1][ 60/2364] eta: 0:02:13 time: 0.0433 data_time: 0.0010 memory: 906 2023/09/07 02:25:28 - 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mmengine - INFO - Epoch(val) [1][ 800/2364] eta: 0:01:16 time: 0.0411 data_time: 0.0009 memory: 906 2023/09/07 02:26:04 - mmengine - INFO - Epoch(val) [1][ 820/2364] eta: 0:01:15 time: 0.0456 data_time: 0.0009 memory: 906 2023/09/07 02:26:05 - mmengine - INFO - Epoch(val) [1][ 840/2364] eta: 0:01:14 time: 0.0495 data_time: 0.0009 memory: 906 2023/09/07 02:26:05 - mmengine - INFO - Epoch(val) [1][ 860/2364] eta: 0:01:13 time: 0.0382 data_time: 0.0009 memory: 906 2023/09/07 02:26:06 - mmengine - INFO - Epoch(val) [1][ 880/2364] eta: 0:01:12 time: 0.0545 data_time: 0.0009 memory: 906 2023/09/07 02:26:07 - mmengine - INFO - Epoch(val) [1][ 900/2364] eta: 0:01:11 time: 0.0453 data_time: 0.0008 memory: 906 2023/09/07 02:26:08 - mmengine - INFO - Epoch(val) [1][ 920/2364] eta: 0:01:10 time: 0.0445 data_time: 0.0009 memory: 906 2023/09/07 02:26:09 - mmengine - INFO - Epoch(val) [1][ 940/2364] eta: 0:01:09 time: 0.0373 data_time: 0.0009 memory: 906 2023/09/07 02:26:10 - mmengine - INFO - Epoch(val) [1][ 960/2364] eta: 0:01:08 time: 0.0519 data_time: 0.0009 memory: 906 2023/09/07 02:26:11 - mmengine - INFO - Epoch(val) [1][ 980/2364] eta: 0:01:07 time: 0.0562 data_time: 0.0009 memory: 906 2023/09/07 02:26:12 - mmengine - INFO - Epoch(val) [1][1000/2364] eta: 0:01:06 time: 0.0394 data_time: 0.0009 memory: 906 2023/09/07 02:26:13 - mmengine - INFO - Epoch(val) [1][1020/2364] eta: 0:01:05 time: 0.0559 data_time: 0.0008 memory: 906 2023/09/07 02:26:14 - mmengine - INFO - Epoch(val) [1][1040/2364] eta: 0:01:04 time: 0.0506 data_time: 0.0009 memory: 906 2023/09/07 02:26:15 - mmengine - INFO - Epoch(val) [1][1060/2364] eta: 0:01:03 time: 0.0403 data_time: 0.0009 memory: 906 2023/09/07 02:26:16 - mmengine - INFO - Epoch(val) [1][1080/2364] eta: 0:01:02 time: 0.0480 data_time: 0.0009 memory: 906 2023/09/07 02:26:17 - mmengine - INFO - Epoch(val) [1][1100/2364] eta: 0:01:01 time: 0.0453 data_time: 0.0009 memory: 906 2023/09/07 02:26:18 - mmengine - INFO - Epoch(val) [1][1120/2364] eta: 0:01:00 time: 0.0605 data_time: 0.0010 memory: 906 2023/09/07 02:26:19 - mmengine - INFO - Epoch(val) [1][1140/2364] eta: 0:00:59 time: 0.0495 data_time: 0.0009 memory: 906 2023/09/07 02:26:20 - mmengine - INFO - Epoch(val) [1][1160/2364] eta: 0:00:58 time: 0.0486 data_time: 0.0009 memory: 906 2023/09/07 02:26:21 - mmengine - INFO - Epoch(val) [1][1180/2364] eta: 0:00:57 time: 0.0557 data_time: 0.0010 memory: 906 2023/09/07 02:26:22 - mmengine - INFO - Epoch(val) [1][1200/2364] eta: 0:00:56 time: 0.0515 data_time: 0.0009 memory: 906 2023/09/07 02:26:23 - mmengine - INFO - Epoch(val) [1][1220/2364] eta: 0:00:56 time: 0.0599 data_time: 0.0010 memory: 906 2023/09/07 02:26:24 - mmengine - INFO - Epoch(val) [1][1240/2364] eta: 0:00:55 time: 0.0509 data_time: 0.0009 memory: 906 2023/09/07 02:26:25 - mmengine - INFO - Epoch(val) [1][1260/2364] eta: 0:00:54 time: 0.0382 data_time: 0.0009 memory: 906 2023/09/07 02:26:26 - mmengine - INFO - Epoch(val) [1][1280/2364] eta: 0:00:53 time: 0.0484 data_time: 0.0010 memory: 906 2023/09/07 02:26:27 - mmengine - INFO - Epoch(val) [1][1300/2364] eta: 0:00:51 time: 0.0418 data_time: 0.0011 memory: 906 2023/09/07 02:26:28 - mmengine - INFO - Epoch(val) [1][1320/2364] eta: 0:00:51 time: 0.0509 data_time: 0.0008 memory: 906 2023/09/07 02:26:29 - mmengine - INFO - Epoch(val) [1][1340/2364] eta: 0:00:50 time: 0.0490 data_time: 0.0009 memory: 906 2023/09/07 02:26:30 - mmengine - INFO - Epoch(val) [1][1360/2364] eta: 0:00:48 time: 0.0448 data_time: 0.0009 memory: 906 2023/09/07 02:26:31 - mmengine - INFO - Epoch(val) [1][1380/2364] eta: 0:00:48 time: 0.0519 data_time: 0.0010 memory: 906 2023/09/07 02:26:32 - mmengine - INFO - Epoch(val) [1][1400/2364] eta: 0:00:47 time: 0.0487 data_time: 0.0009 memory: 906 2023/09/07 02:26:33 - mmengine - INFO - Epoch(val) [1][1420/2364] eta: 0:00:46 time: 0.0440 data_time: 0.0008 memory: 906 2023/09/07 02:26:33 - mmengine - INFO - Epoch(val) [1][1440/2364] eta: 0:00:45 time: 0.0441 data_time: 0.0009 memory: 906 2023/09/07 02:26:34 - mmengine - INFO - Epoch(val) [1][1460/2364] eta: 0:00:43 time: 0.0411 data_time: 0.0009 memory: 906 2023/09/07 02:26:35 - mmengine - INFO - Epoch(val) [1][1480/2364] eta: 0:00:42 time: 0.0490 data_time: 0.0009 memory: 906 2023/09/07 02:26:36 - mmengine - INFO - Epoch(val) [1][1500/2364] eta: 0:00:41 time: 0.0440 data_time: 0.0009 memory: 906 2023/09/07 02:26:37 - mmengine - INFO - Epoch(val) [1][1520/2364] eta: 0:00:40 time: 0.0477 data_time: 0.0008 memory: 906 2023/09/07 02:26:38 - mmengine - INFO - Epoch(val) [1][1540/2364] eta: 0:00:39 time: 0.0451 data_time: 0.0008 memory: 906 2023/09/07 02:26:39 - mmengine - INFO - Epoch(val) [1][1560/2364] eta: 0:00:39 time: 0.0519 data_time: 0.0009 memory: 906 2023/09/07 02:26:40 - mmengine - INFO - Epoch(val) [1][1580/2364] eta: 0:00:38 time: 0.0540 data_time: 0.0009 memory: 906 2023/09/07 02:26:41 - mmengine - INFO - Epoch(val) [1][1600/2364] eta: 0:00:37 time: 0.0464 data_time: 0.0009 memory: 906 2023/09/07 02:26:42 - mmengine - INFO - Epoch(val) [1][1620/2364] eta: 0:00:36 time: 0.0454 data_time: 0.0009 memory: 906 2023/09/07 02:26:43 - mmengine - INFO - Epoch(val) [1][1640/2364] eta: 0:00:35 time: 0.0457 data_time: 0.0009 memory: 906 2023/09/07 02:26:44 - mmengine - INFO - Epoch(val) [1][1660/2364] eta: 0:00:34 time: 0.0494 data_time: 0.0008 memory: 906 2023/09/07 02:26:45 - mmengine - INFO - Epoch(val) [1][1680/2364] eta: 0:00:33 time: 0.0669 data_time: 0.0010 memory: 906 2023/09/07 02:26:46 - mmengine - INFO - Epoch(val) [1][1700/2364] eta: 0:00:32 time: 0.0459 data_time: 0.0009 memory: 906 2023/09/07 02:26:47 - mmengine - INFO - Epoch(val) [1][1720/2364] eta: 0:00:31 time: 0.0563 data_time: 0.0009 memory: 906 2023/09/07 02:26:48 - mmengine - INFO - Epoch(val) [1][1740/2364] eta: 0:00:30 time: 0.0545 data_time: 0.0009 memory: 906 2023/09/07 02:26:49 - mmengine - INFO - Epoch(val) [1][1760/2364] eta: 0:00:29 time: 0.0501 data_time: 0.0009 memory: 906 2023/09/07 02:26:50 - mmengine - INFO - Epoch(val) [1][1780/2364] eta: 0:00:28 time: 0.0476 data_time: 0.0009 memory: 906 2023/09/07 02:26:51 - mmengine - INFO - Epoch(val) [1][1800/2364] eta: 0:00:27 time: 0.0388 data_time: 0.0008 memory: 906 2023/09/07 02:26:52 - mmengine - INFO - Epoch(val) [1][1820/2364] eta: 0:00:26 time: 0.0556 data_time: 0.0010 memory: 906 2023/09/07 02:26:53 - mmengine - INFO - Epoch(val) [1][1840/2364] eta: 0:00:25 time: 0.0419 data_time: 0.0009 memory: 906 2023/09/07 02:26:54 - mmengine - INFO - Epoch(val) [1][1860/2364] eta: 0:00:24 time: 0.0395 data_time: 0.0009 memory: 906 2023/09/07 02:26:55 - mmengine - INFO - Epoch(val) [1][1880/2364] eta: 0:00:23 time: 0.0420 data_time: 0.0009 memory: 906 2023/09/07 02:26:56 - mmengine - INFO - Epoch(val) [1][1900/2364] eta: 0:00:22 time: 0.0462 data_time: 0.0010 memory: 906 2023/09/07 02:26:56 - mmengine - INFO - Epoch(val) [1][1920/2364] eta: 0:00:21 time: 0.0337 data_time: 0.0009 memory: 906 2023/09/07 02:26:57 - mmengine - INFO - Epoch(val) [1][1940/2364] eta: 0:00:20 time: 0.0541 data_time: 0.0010 memory: 906 2023/09/07 02:26:58 - mmengine - INFO - Epoch(val) [1][1960/2364] eta: 0:00:19 time: 0.0489 data_time: 0.0009 memory: 906 2023/09/07 02:26:59 - mmengine - INFO - Epoch(val) [1][1980/2364] eta: 0:00:18 time: 0.0388 data_time: 0.0009 memory: 906 2023/09/07 02:27:00 - mmengine - INFO - Epoch(val) [1][2000/2364] eta: 0:00:17 time: 0.0485 data_time: 0.0009 memory: 906 2023/09/07 02:27:01 - mmengine - INFO - Epoch(val) [1][2020/2364] eta: 0:00:16 time: 0.0445 data_time: 0.0009 memory: 906 2023/09/07 02:27:02 - mmengine - INFO - Epoch(val) [1][2040/2364] eta: 0:00:15 time: 0.0427 data_time: 0.0008 memory: 906 2023/09/07 02:27:03 - mmengine - INFO - Epoch(val) [1][2060/2364] eta: 0:00:14 time: 0.0438 data_time: 0.0009 memory: 906 2023/09/07 02:27:04 - mmengine - INFO - Epoch(val) [1][2080/2364] eta: 0:00:13 time: 0.0476 data_time: 0.0009 memory: 906 2023/09/07 02:27:05 - mmengine - INFO - Epoch(val) [1][2100/2364] eta: 0:00:12 time: 0.0558 data_time: 0.0009 memory: 906 2023/09/07 02:27:06 - mmengine - INFO - Epoch(val) [1][2120/2364] eta: 0:00:11 time: 0.0509 data_time: 0.0010 memory: 906 2023/09/07 02:27:07 - mmengine - INFO - Epoch(val) [1][2140/2364] eta: 0:00:10 time: 0.0403 data_time: 0.0009 memory: 906 2023/09/07 02:27:07 - mmengine - INFO - Epoch(val) [1][2160/2364] eta: 0:00:09 time: 0.0452 data_time: 0.0009 memory: 906 2023/09/07 02:27:09 - mmengine - INFO - Epoch(val) [1][2180/2364] eta: 0:00:08 time: 0.0531 data_time: 0.0009 memory: 906 2023/09/07 02:27:10 - mmengine - INFO - Epoch(val) [1][2200/2364] eta: 0:00:07 time: 0.0480 data_time: 0.0009 memory: 906 2023/09/07 02:27:10 - mmengine - INFO - Epoch(val) [1][2220/2364] eta: 0:00:06 time: 0.0434 data_time: 0.0009 memory: 906 2023/09/07 02:27:11 - mmengine - INFO - Epoch(val) [1][2240/2364] eta: 0:00:05 time: 0.0466 data_time: 0.0009 memory: 906 2023/09/07 02:27:12 - mmengine - INFO - Epoch(val) [1][2260/2364] eta: 0:00:05 time: 0.0468 data_time: 0.0009 memory: 906 2023/09/07 02:27:13 - mmengine - INFO - Epoch(val) [1][2280/2364] eta: 0:00:04 time: 0.0412 data_time: 0.0008 memory: 906 2023/09/07 02:27:14 - mmengine - INFO - Epoch(val) [1][2300/2364] eta: 0:00:03 time: 0.0480 data_time: 0.0009 memory: 906 2023/09/07 02:27:15 - mmengine - INFO - Epoch(val) [1][2320/2364] eta: 0:00:02 time: 0.0381 data_time: 0.0009 memory: 906 2023/09/07 02:27:16 - mmengine - INFO - Epoch(val) [1][2340/2364] eta: 0:00:01 time: 0.0686 data_time: 0.0009 memory: 906 2023/09/07 02:27:17 - mmengine - INFO - Epoch(val) [1][2360/2364] eta: 0:00:00 time: 0.0426 data_time: 0.0009 memory: 906 2023/09/07 02:27:41 - mmengine - INFO - Epoch(val) [1][2364/2364] auc: 63.6337 AR@1: 0.3273 AR@5: 0.4717 AR@10: 0.5380 AR@100: 0.6828 data_time: 0.0012 time: 0.0482 2023/09/07 02:27:43 - mmengine - INFO - The best checkpoint with 63.6337 auc at 1 epoch is saved to best_auc_epoch_1.pth. 2023/09/07 02:28:17 - mmengine - INFO - Epoch(train) [2][ 20/603] lr: 1.0000e-03 eta: 2:10:09 time: 1.6637 data_time: 0.0508 memory: 5413 grad_norm: 0.8076 loss: 1.4366 2023/09/07 02:28:50 - mmengine - INFO - Epoch(train) [2][ 40/603] lr: 1.0000e-03 eta: 2:09:35 time: 1.6137 data_time: 0.0050 memory: 5413 grad_norm: 0.9443 loss: 1.3242 2023/09/07 02:29:22 - mmengine - INFO - Epoch(train) [2][ 60/603] lr: 1.0000e-03 eta: 2:09:01 time: 1.6139 data_time: 0.0049 memory: 5413 grad_norm: 0.9263 loss: 1.4483 2023/09/07 02:29:54 - mmengine - INFO - Epoch(train) [2][ 80/603] lr: 1.0000e-03 eta: 2:08:27 time: 1.6140 data_time: 0.0047 memory: 5413 grad_norm: 0.7642 loss: 1.3116 2023/09/07 02:30:26 - mmengine - INFO - Epoch(train) [2][100/603] lr: 1.0000e-03 eta: 2:07:53 time: 1.6155 data_time: 0.0055 memory: 5413 grad_norm: 0.8535 loss: 1.2906 2023/09/07 02:30:59 - mmengine - INFO - Epoch(train) [2][120/603] lr: 1.0000e-03 eta: 2:07:19 time: 1.6143 data_time: 0.0049 memory: 5413 grad_norm: 0.9012 loss: 1.3969 2023/09/07 02:31:31 - mmengine - INFO - Epoch(train) [2][140/603] lr: 1.0000e-03 eta: 2:06:46 time: 1.6149 data_time: 0.0049 memory: 5413 grad_norm: 0.9322 loss: 1.3378 2023/09/07 02:32:03 - mmengine - INFO - Epoch(train) [2][160/603] lr: 1.0000e-03 eta: 2:06:12 time: 1.6136 data_time: 0.0049 memory: 5413 grad_norm: 1.0274 loss: 1.3899 2023/09/07 02:32:36 - mmengine - INFO - Epoch(train) [2][180/603] lr: 1.0000e-03 eta: 2:05:39 time: 1.6175 data_time: 0.0063 memory: 5413 grad_norm: 0.9258 loss: 1.2522 2023/09/07 02:33:08 - mmengine - INFO - Epoch(train) [2][200/603] lr: 1.0000e-03 eta: 2:05:05 time: 1.6158 data_time: 0.0051 memory: 5413 grad_norm: 1.0130 loss: 1.3255 2023/09/07 02:33:40 - mmengine - INFO - Epoch(train) [2][220/603] lr: 1.0000e-03 eta: 2:04:32 time: 1.6145 data_time: 0.0051 memory: 5413 grad_norm: 0.9946 loss: 1.3078 2023/09/07 02:34:13 - mmengine - INFO - Epoch(train) [2][240/603] lr: 1.0000e-03 eta: 2:03:59 time: 1.6158 data_time: 0.0052 memory: 5413 grad_norm: 1.0235 loss: 1.3405 2023/09/07 02:34:45 - mmengine - INFO - Epoch(train) [2][260/603] lr: 1.0000e-03 eta: 2:03:25 time: 1.6148 data_time: 0.0051 memory: 5413 grad_norm: 0.9497 loss: 1.3454 2023/09/07 02:35:17 - mmengine - INFO - Epoch(train) [2][280/603] lr: 1.0000e-03 eta: 2:02:52 time: 1.6162 data_time: 0.0053 memory: 5413 grad_norm: 0.9139 loss: 1.3543 2023/09/07 02:35:50 - mmengine - INFO - Epoch(train) [2][300/603] lr: 1.0000e-03 eta: 2:02:19 time: 1.6158 data_time: 0.0052 memory: 5413 grad_norm: 0.9446 loss: 1.2411 2023/09/07 02:36:22 - mmengine - INFO - Epoch(train) [2][320/603] lr: 1.0000e-03 eta: 2:01:46 time: 1.6145 data_time: 0.0051 memory: 5413 grad_norm: 0.9523 loss: 1.3718 2023/09/07 02:36:54 - mmengine - INFO - Epoch(train) [2][340/603] lr: 1.0000e-03 eta: 2:01:13 time: 1.6141 data_time: 0.0047 memory: 5413 grad_norm: 0.9925 loss: 1.3683 2023/09/07 02:37:26 - mmengine - INFO - Epoch(train) [2][360/603] lr: 1.0000e-03 eta: 2:00:39 time: 1.6131 data_time: 0.0048 memory: 5413 grad_norm: 0.8730 loss: 1.3345 2023/09/07 02:37:59 - mmengine - INFO - Epoch(train) [2][380/603] lr: 1.0000e-03 eta: 2:00:06 time: 1.6139 data_time: 0.0048 memory: 5413 grad_norm: 0.8436 loss: 1.3362 2023/09/07 02:38:26 - mmengine - INFO - Exp name: bmn_2xb8-400x100-9e_activitynet-feature_20230907_020847 2023/09/07 02:38:31 - mmengine - INFO - Epoch(train) [2][400/603] lr: 1.0000e-03 eta: 1:59:33 time: 1.6141 data_time: 0.0049 memory: 5413 grad_norm: 0.9544 loss: 1.3153 2023/09/07 02:39:03 - mmengine - INFO - Epoch(train) [2][420/603] lr: 1.0000e-03 eta: 1:59:00 time: 1.6132 data_time: 0.0049 memory: 5413 grad_norm: 0.9245 loss: 1.3665 2023/09/07 02:39:35 - mmengine - INFO - Epoch(train) [2][440/603] lr: 1.0000e-03 eta: 1:58:27 time: 1.6141 data_time: 0.0048 memory: 5413 grad_norm: 0.9470 loss: 1.3096 2023/09/07 02:40:08 - mmengine - INFO - Epoch(train) [2][460/603] lr: 1.0000e-03 eta: 1:57:54 time: 1.6135 data_time: 0.0048 memory: 5413 grad_norm: 0.9532 loss: 1.3916 2023/09/07 02:40:40 - mmengine - INFO - Epoch(train) [2][480/603] lr: 1.0000e-03 eta: 1:57:21 time: 1.6131 data_time: 0.0048 memory: 5413 grad_norm: 0.8710 loss: 1.3041 2023/09/07 02:41:12 - mmengine - INFO - Epoch(train) [2][500/603] lr: 1.0000e-03 eta: 1:56:48 time: 1.6142 data_time: 0.0048 memory: 5413 grad_norm: 0.9287 loss: 1.3723 2023/09/07 02:41:45 - mmengine - INFO - Epoch(train) [2][520/603] lr: 1.0000e-03 eta: 1:56:15 time: 1.6131 data_time: 0.0048 memory: 5413 grad_norm: 0.9364 loss: 1.3821 2023/09/07 02:42:17 - mmengine - INFO - Epoch(train) [2][540/603] lr: 1.0000e-03 eta: 1:55:42 time: 1.6143 data_time: 0.0048 memory: 5413 grad_norm: 0.9723 loss: 1.3885 2023/09/07 02:42:49 - mmengine - INFO - Epoch(train) [2][560/603] lr: 1.0000e-03 eta: 1:55:09 time: 1.6144 data_time: 0.0048 memory: 5413 grad_norm: 0.9732 loss: 1.3322 2023/09/07 02:43:21 - mmengine - INFO - Epoch(train) [2][580/603] lr: 1.0000e-03 eta: 1:54:36 time: 1.6130 data_time: 0.0047 memory: 5413 grad_norm: 0.9898 loss: 1.3468 2023/09/07 02:43:54 - mmengine - INFO - Epoch(train) [2][600/603] lr: 1.0000e-03 eta: 1:54:04 time: 1.6173 data_time: 0.0053 memory: 5413 grad_norm: 0.8506 loss: 1.3091 2023/09/07 02:43:59 - mmengine - INFO - Exp name: bmn_2xb8-400x100-9e_activitynet-feature_20230907_020847 2023/09/07 02:43:59 - mmengine - INFO - Epoch(train) [2][603/603] lr: 1.0000e-03 eta: 1:53:59 time: 1.6178 data_time: 0.0053 memory: 5413 grad_norm: 0.8310 loss: 1.3144 2023/09/07 02:43:59 - mmengine - INFO - Saving checkpoint at 2 epochs 2023/09/07 02:44:01 - mmengine - INFO - Epoch(val) [2][ 20/2364] eta: 0:01:58 time: 0.0505 data_time: 0.0076 memory: 906 2023/09/07 02:44:02 - mmengine - INFO - Epoch(val) [2][ 40/2364] eta: 0:01:40 time: 0.0364 data_time: 0.0009 memory: 906 2023/09/07 02:44:03 - mmengine - INFO - Epoch(val) [2][ 60/2364] eta: 0:01:34 time: 0.0359 data_time: 0.0010 memory: 906 2023/09/07 02:44:04 - mmengine - INFO - Epoch(val) [2][ 80/2364] eta: 0:01:34 time: 0.0421 data_time: 0.0009 memory: 906 2023/09/07 02:44:04 - mmengine - INFO - Epoch(val) [2][ 100/2364] eta: 0:01:33 time: 0.0420 data_time: 0.0009 memory: 906 2023/09/07 02:44:05 - mmengine - INFO - Epoch(val) [2][ 120/2364] eta: 0:01:31 time: 0.0387 data_time: 0.0009 memory: 906 2023/09/07 02:44:06 - mmengine - INFO - Epoch(val) [2][ 140/2364] eta: 0:01:30 time: 0.0405 data_time: 0.0009 memory: 906 2023/09/07 02:44:07 - mmengine - INFO - Epoch(val) [2][ 160/2364] eta: 0:01:30 time: 0.0431 data_time: 0.0009 memory: 906 2023/09/07 02:44:08 - mmengine - INFO - Epoch(val) [2][ 180/2364] eta: 0:01:29 time: 0.0388 data_time: 0.0009 memory: 906 2023/09/07 02:44:09 - mmengine - INFO - Epoch(val) [2][ 200/2364] eta: 0:01:29 time: 0.0473 data_time: 0.0010 memory: 906 2023/09/07 02:44:09 - mmengine - INFO - Epoch(val) [2][ 220/2364] eta: 0:01:29 time: 0.0416 data_time: 0.0008 memory: 906 2023/09/07 02:44:10 - mmengine - INFO - Epoch(val) [2][ 240/2364] eta: 0:01:28 time: 0.0404 data_time: 0.0009 memory: 906 2023/09/07 02:44:11 - mmengine - INFO - Epoch(val) [2][ 260/2364] eta: 0:01:27 time: 0.0415 data_time: 0.0009 memory: 906 2023/09/07 02:44:12 - mmengine - INFO - Epoch(val) [2][ 280/2364] eta: 0:01:26 time: 0.0444 data_time: 0.0009 memory: 906 2023/09/07 02:44:13 - mmengine - INFO - Epoch(val) [2][ 300/2364] eta: 0:01:26 time: 0.0426 data_time: 0.0009 memory: 906 2023/09/07 02:44:14 - mmengine - INFO - Epoch(val) [2][ 320/2364] eta: 0:01:25 time: 0.0405 data_time: 0.0009 memory: 906 2023/09/07 02:44:14 - mmengine - INFO - Epoch(val) [2][ 340/2364] eta: 0:01:23 time: 0.0347 data_time: 0.0009 memory: 906 2023/09/07 02:44:15 - mmengine - INFO - Epoch(val) [2][ 360/2364] eta: 0:01:21 time: 0.0349 data_time: 0.0009 memory: 906 2023/09/07 02:44:16 - mmengine - INFO - Epoch(val) [2][ 380/2364] eta: 0:01:20 time: 0.0368 data_time: 0.0011 memory: 906 2023/09/07 02:44:17 - mmengine - INFO - Epoch(val) [2][ 400/2364] eta: 0:01:19 time: 0.0409 data_time: 0.0009 memory: 906 2023/09/07 02:44:17 - mmengine - INFO - Epoch(val) [2][ 420/2364] eta: 0:01:19 time: 0.0422 data_time: 0.0009 memory: 906 2023/09/07 02:44:18 - mmengine - INFO - Epoch(val) [2][ 440/2364] eta: 0:01:17 time: 0.0355 data_time: 0.0008 memory: 906 2023/09/07 02:44:19 - mmengine - INFO - Epoch(val) [2][ 460/2364] eta: 0:01:16 time: 0.0338 data_time: 0.0009 memory: 906 2023/09/07 02:44:20 - mmengine - INFO - Epoch(val) [2][ 480/2364] eta: 0:01:15 time: 0.0400 data_time: 0.0009 memory: 906 2023/09/07 02:44:20 - mmengine - INFO - Epoch(val) [2][ 500/2364] eta: 0:01:14 time: 0.0308 data_time: 0.0009 memory: 906 2023/09/07 02:44:21 - mmengine - INFO - Epoch(val) [2][ 520/2364] eta: 0:01:13 time: 0.0362 data_time: 0.0009 memory: 906 2023/09/07 02:44:22 - mmengine - INFO - Epoch(val) [2][ 540/2364] eta: 0:01:12 time: 0.0397 data_time: 0.0009 memory: 906 2023/09/07 02:44:23 - mmengine - INFO - Epoch(val) [2][ 560/2364] eta: 0:01:11 time: 0.0434 data_time: 0.0009 memory: 906 2023/09/07 02:44:23 - mmengine - INFO - Epoch(val) [2][ 580/2364] eta: 0:01:11 time: 0.0423 data_time: 0.0010 memory: 906 2023/09/07 02:44:24 - mmengine - INFO - Epoch(val) [2][ 600/2364] eta: 0:01:10 time: 0.0407 data_time: 0.0009 memory: 906 2023/09/07 02:44:25 - mmengine - INFO - Epoch(val) [2][ 620/2364] eta: 0:01:09 time: 0.0385 data_time: 0.0009 memory: 906 2023/09/07 02:44:26 - mmengine - INFO - Epoch(val) [2][ 640/2364] eta: 0:01:08 time: 0.0372 data_time: 0.0010 memory: 906 2023/09/07 02:44:27 - mmengine - INFO - Epoch(val) [2][ 660/2364] eta: 0:01:08 time: 0.0448 data_time: 0.0009 memory: 906 2023/09/07 02:44:28 - mmengine - INFO - Epoch(val) [2][ 680/2364] eta: 0:01:07 time: 0.0500 data_time: 0.0009 memory: 906 2023/09/07 02:44:28 - mmengine - INFO - Epoch(val) [2][ 700/2364] eta: 0:01:06 time: 0.0319 data_time: 0.0011 memory: 906 2023/09/07 02:44:29 - mmengine - INFO - Epoch(val) [2][ 720/2364] eta: 0:01:06 time: 0.0488 data_time: 0.0009 memory: 906 2023/09/07 02:44:30 - mmengine - INFO - Epoch(val) [2][ 740/2364] eta: 0:01:05 time: 0.0421 data_time: 0.0009 memory: 906 2023/09/07 02:44:31 - mmengine - INFO - Epoch(val) [2][ 760/2364] eta: 0:01:04 time: 0.0328 data_time: 0.0009 memory: 906 2023/09/07 02:44:32 - mmengine - INFO - Epoch(val) [2][ 780/2364] eta: 0:01:03 time: 0.0434 data_time: 0.0009 memory: 906 2023/09/07 02:44:32 - mmengine - INFO - Epoch(val) [2][ 800/2364] eta: 0:01:02 time: 0.0365 data_time: 0.0009 memory: 906 2023/09/07 02:44:33 - mmengine - INFO - Epoch(val) [2][ 820/2364] eta: 0:01:01 time: 0.0406 data_time: 0.0010 memory: 906 2023/09/07 02:44:34 - mmengine - INFO - Epoch(val) [2][ 840/2364] eta: 0:01:01 time: 0.0423 data_time: 0.0009 memory: 906 2023/09/07 02:44:35 - mmengine - INFO - Epoch(val) [2][ 860/2364] eta: 0:01:00 time: 0.0333 data_time: 0.0010 memory: 906 2023/09/07 02:44:36 - mmengine - INFO - Epoch(val) [2][ 880/2364] eta: 0:00:59 time: 0.0451 data_time: 0.0009 memory: 906 2023/09/07 02:44:36 - mmengine - INFO - Epoch(val) [2][ 900/2364] eta: 0:00:58 time: 0.0419 data_time: 0.0009 memory: 906 2023/09/07 02:44:37 - mmengine - INFO - Epoch(val) [2][ 920/2364] eta: 0:00:58 time: 0.0436 data_time: 0.0009 memory: 906 2023/09/07 02:44:38 - mmengine - INFO - Epoch(val) [2][ 940/2364] eta: 0:00:56 time: 0.0295 data_time: 0.0009 memory: 906 2023/09/07 02:44:39 - mmengine - INFO - Epoch(val) [2][ 960/2364] eta: 0:00:56 time: 0.0427 data_time: 0.0009 memory: 906 2023/09/07 02:44:40 - mmengine - INFO - Epoch(val) [2][ 980/2364] eta: 0:00:55 time: 0.0487 data_time: 0.0009 memory: 906 2023/09/07 02:44:41 - mmengine - INFO - Epoch(val) [2][1000/2364] eta: 0:00:54 time: 0.0396 data_time: 0.0009 memory: 906 2023/09/07 02:44:41 - mmengine - INFO - Epoch(val) [2][1020/2364] eta: 0:00:54 time: 0.0381 data_time: 0.0009 memory: 906 2023/09/07 02:44:42 - mmengine - INFO - Epoch(val) [2][1040/2364] eta: 0:00:53 time: 0.0385 data_time: 0.0009 memory: 906 2023/09/07 02:44:43 - mmengine - INFO - Epoch(val) [2][1060/2364] eta: 0:00:52 time: 0.0356 data_time: 0.0009 memory: 906 2023/09/07 02:44:44 - mmengine - INFO - Epoch(val) [2][1080/2364] eta: 0:00:51 time: 0.0405 data_time: 0.0009 memory: 906 2023/09/07 02:44:44 - mmengine - INFO - Epoch(val) [2][1100/2364] eta: 0:00:50 time: 0.0392 data_time: 0.0010 memory: 906 2023/09/07 02:44:45 - mmengine - INFO - Epoch(val) [2][1120/2364] eta: 0:00:49 time: 0.0401 data_time: 0.0010 memory: 906 2023/09/07 02:44:46 - mmengine - INFO - Epoch(val) [2][1140/2364] eta: 0:00:49 time: 0.0430 data_time: 0.0009 memory: 906 2023/09/07 02:44:47 - mmengine - INFO - Epoch(val) [2][1160/2364] eta: 0:00:48 time: 0.0405 data_time: 0.0009 memory: 906 2023/09/07 02:44:48 - mmengine - INFO - Epoch(val) [2][1180/2364] eta: 0:00:47 time: 0.0406 data_time: 0.0009 memory: 906 2023/09/07 02:44:48 - mmengine - INFO - Epoch(val) [2][1200/2364] eta: 0:00:46 time: 0.0428 data_time: 0.0008 memory: 906 2023/09/07 02:44:50 - mmengine - INFO - Epoch(val) [2][1220/2364] eta: 0:00:46 time: 0.0556 data_time: 0.0010 memory: 906 2023/09/07 02:44:51 - mmengine - INFO - Epoch(val) [2][1240/2364] eta: 0:00:45 time: 0.0462 data_time: 0.0009 memory: 906 2023/09/07 02:44:51 - mmengine - INFO - Epoch(val) [2][1260/2364] eta: 0:00:44 time: 0.0344 data_time: 0.0009 memory: 906 2023/09/07 02:44:52 - mmengine - INFO - Epoch(val) [2][1280/2364] eta: 0:00:43 time: 0.0418 data_time: 0.0009 memory: 906 2023/09/07 02:44:53 - mmengine - INFO - Epoch(val) [2][1300/2364] eta: 0:00:42 time: 0.0359 data_time: 0.0009 memory: 906 2023/09/07 02:44:54 - mmengine - INFO - Epoch(val) [2][1320/2364] eta: 0:00:42 time: 0.0466 data_time: 0.0009 memory: 906 2023/09/07 02:44:55 - mmengine - INFO - Epoch(val) [2][1340/2364] eta: 0:00:41 time: 0.0450 data_time: 0.0011 memory: 906 2023/09/07 02:44:55 - mmengine - INFO - Epoch(val) [2][1360/2364] eta: 0:00:40 time: 0.0413 data_time: 0.0010 memory: 906 2023/09/07 02:44:56 - mmengine - INFO - Epoch(val) [2][1380/2364] eta: 0:00:39 time: 0.0427 data_time: 0.0009 memory: 906 2023/09/07 02:44:57 - mmengine - INFO - Epoch(val) [2][1400/2364] eta: 0:00:39 time: 0.0428 data_time: 0.0009 memory: 906 2023/09/07 02:44:58 - mmengine - INFO - Epoch(val) [2][1420/2364] eta: 0:00:38 time: 0.0306 data_time: 0.0009 memory: 906 2023/09/07 02:44:59 - mmengine - INFO - Epoch(val) [2][1440/2364] eta: 0:00:37 time: 0.0378 data_time: 0.0009 memory: 906 2023/09/07 02:44:59 - mmengine - INFO - Epoch(val) [2][1460/2364] eta: 0:00:36 time: 0.0358 data_time: 0.0009 memory: 906 2023/09/07 02:45:00 - mmengine - INFO - Epoch(val) [2][1480/2364] eta: 0:00:35 time: 0.0381 data_time: 0.0009 memory: 906 2023/09/07 02:45:01 - mmengine - INFO - Epoch(val) [2][1500/2364] eta: 0:00:34 time: 0.0372 data_time: 0.0010 memory: 906 2023/09/07 02:45:02 - mmengine - INFO - Epoch(val) [2][1520/2364] eta: 0:00:33 time: 0.0390 data_time: 0.0009 memory: 906 2023/09/07 02:45:02 - mmengine - INFO - Epoch(val) [2][1540/2364] eta: 0:00:33 time: 0.0450 data_time: 0.0009 memory: 906 2023/09/07 02:45:03 - mmengine - INFO - Epoch(val) [2][1560/2364] eta: 0:00:32 time: 0.0488 data_time: 0.0009 memory: 906 2023/09/07 02:45:04 - mmengine - INFO - Epoch(val) [2][1580/2364] eta: 0:00:31 time: 0.0439 data_time: 0.0009 memory: 906 2023/09/07 02:45:05 - mmengine - INFO - Epoch(val) [2][1600/2364] eta: 0:00:30 time: 0.0352 data_time: 0.0008 memory: 906 2023/09/07 02:45:06 - mmengine - INFO - Epoch(val) [2][1620/2364] eta: 0:00:30 time: 0.0392 data_time: 0.0009 memory: 906 2023/09/07 02:45:07 - mmengine - INFO - Epoch(val) [2][1640/2364] eta: 0:00:29 time: 0.0393 data_time: 0.0009 memory: 906 2023/09/07 02:45:07 - mmengine - INFO - Epoch(val) [2][1660/2364] eta: 0:00:28 time: 0.0442 data_time: 0.0009 memory: 906 2023/09/07 02:45:08 - mmengine - INFO - Epoch(val) [2][1680/2364] eta: 0:00:27 time: 0.0426 data_time: 0.0009 memory: 906 2023/09/07 02:45:09 - mmengine - INFO - Epoch(val) [2][1700/2364] eta: 0:00:27 time: 0.0576 data_time: 0.0009 memory: 906 2023/09/07 02:45:10 - mmengine - INFO - Epoch(val) [2][1720/2364] eta: 0:00:26 time: 0.0404 data_time: 0.0009 memory: 906 2023/09/07 02:45:11 - mmengine - INFO - Epoch(val) [2][1740/2364] eta: 0:00:25 time: 0.0455 data_time: 0.0009 memory: 906 2023/09/07 02:45:12 - mmengine - INFO - Epoch(val) [2][1760/2364] eta: 0:00:24 time: 0.0397 data_time: 0.0009 memory: 906 2023/09/07 02:45:13 - mmengine - INFO - Epoch(val) [2][1780/2364] eta: 0:00:23 time: 0.0419 data_time: 0.0009 memory: 906 2023/09/07 02:45:14 - mmengine - INFO - Epoch(val) [2][1800/2364] eta: 0:00:22 time: 0.0372 data_time: 0.0009 memory: 906 2023/09/07 02:45:14 - mmengine - INFO - Epoch(val) [2][1820/2364] eta: 0:00:22 time: 0.0467 data_time: 0.0010 memory: 906 2023/09/07 02:45:15 - mmengine - INFO - Epoch(val) [2][1840/2364] eta: 0:00:21 time: 0.0336 data_time: 0.0009 memory: 906 2023/09/07 02:45:16 - mmengine - INFO - Epoch(val) [2][1860/2364] eta: 0:00:20 time: 0.0383 data_time: 0.0009 memory: 906 2023/09/07 02:45:17 - mmengine - INFO - Epoch(val) [2][1880/2364] eta: 0:00:19 time: 0.0384 data_time: 0.0009 memory: 906 2023/09/07 02:45:17 - mmengine - INFO - Epoch(val) [2][1900/2364] eta: 0:00:18 time: 0.0401 data_time: 0.0009 memory: 906 2023/09/07 02:45:18 - mmengine - INFO - Epoch(val) [2][1920/2364] eta: 0:00:18 time: 0.0335 data_time: 0.0009 memory: 906 2023/09/07 02:45:19 - mmengine - INFO - Epoch(val) [2][1940/2364] eta: 0:00:17 time: 0.0422 data_time: 0.0009 memory: 906 2023/09/07 02:45:20 - mmengine - INFO - Epoch(val) [2][1960/2364] eta: 0:00:16 time: 0.0385 data_time: 0.0009 memory: 906 2023/09/07 02:45:20 - mmengine - INFO - Epoch(val) [2][1980/2364] eta: 0:00:15 time: 0.0359 data_time: 0.0008 memory: 906 2023/09/07 02:45:21 - mmengine - INFO - Epoch(val) [2][2000/2364] eta: 0:00:14 time: 0.0403 data_time: 0.0010 memory: 906 2023/09/07 02:45:22 - mmengine - INFO - Epoch(val) [2][2020/2364] eta: 0:00:13 time: 0.0370 data_time: 0.0009 memory: 906 2023/09/07 02:45:23 - mmengine - INFO - Epoch(val) [2][2040/2364] eta: 0:00:13 time: 0.0415 data_time: 0.0009 memory: 906 2023/09/07 02:45:24 - mmengine - INFO - Epoch(val) [2][2060/2364] eta: 0:00:12 time: 0.0341 data_time: 0.0009 memory: 906 2023/09/07 02:45:24 - mmengine - INFO - Epoch(val) [2][2080/2364] eta: 0:00:11 time: 0.0380 data_time: 0.0008 memory: 906 2023/09/07 02:45:25 - mmengine - INFO - Epoch(val) [2][2100/2364] eta: 0:00:10 time: 0.0468 data_time: 0.0009 memory: 906 2023/09/07 02:45:26 - mmengine - INFO - Epoch(val) [2][2120/2364] eta: 0:00:09 time: 0.0453 data_time: 0.0010 memory: 906 2023/09/07 02:45:27 - mmengine - INFO - Epoch(val) [2][2140/2364] eta: 0:00:09 time: 0.0373 data_time: 0.0009 memory: 906 2023/09/07 02:45:28 - mmengine - INFO - Epoch(val) [2][2160/2364] eta: 0:00:08 time: 0.0399 data_time: 0.0009 memory: 906 2023/09/07 02:45:28 - mmengine - INFO - Epoch(val) [2][2180/2364] eta: 0:00:07 time: 0.0396 data_time: 0.0009 memory: 906 2023/09/07 02:45:29 - mmengine - INFO - Epoch(val) [2][2200/2364] eta: 0:00:06 time: 0.0434 data_time: 0.0009 memory: 906 2023/09/07 02:45:30 - mmengine - INFO - Epoch(val) [2][2220/2364] eta: 0:00:05 time: 0.0488 data_time: 0.0011 memory: 906 2023/09/07 02:45:31 - mmengine - INFO - Epoch(val) [2][2240/2364] eta: 0:00:05 time: 0.0414 data_time: 0.0009 memory: 906 2023/09/07 02:45:32 - mmengine - INFO - Epoch(val) [2][2260/2364] eta: 0:00:04 time: 0.0407 data_time: 0.0010 memory: 906 2023/09/07 02:45:33 - mmengine - INFO - Epoch(val) [2][2280/2364] eta: 0:00:03 time: 0.0409 data_time: 0.0010 memory: 906 2023/09/07 02:45:34 - mmengine - INFO - Epoch(val) [2][2300/2364] eta: 0:00:02 time: 0.0397 data_time: 0.0008 memory: 906 2023/09/07 02:45:34 - mmengine - INFO - Epoch(val) [2][2320/2364] eta: 0:00:01 time: 0.0370 data_time: 0.0009 memory: 906 2023/09/07 02:45:35 - mmengine - INFO - Epoch(val) [2][2340/2364] eta: 0:00:00 time: 0.0408 data_time: 0.0009 memory: 906 2023/09/07 02:45:36 - mmengine - INFO - Epoch(val) [2][2360/2364] eta: 0:00:00 time: 0.0377 data_time: 0.0010 memory: 906 2023/09/07 02:46:02 - mmengine - INFO - Epoch(val) [2][2364/2364] auc: 64.5762 AR@1: 0.3204 AR@5: 0.4756 AR@10: 0.5483 AR@100: 0.6924 data_time: 0.0010 time: 0.0405 2023/09/07 02:46:02 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/hukai/drns/work_dirs/bmn_400x100_2x8_9e_activitynet_feature/best_auc_epoch_1.pth is removed 2023/09/07 02:46:03 - mmengine - INFO - The best checkpoint with 64.5762 auc at 2 epoch is saved to best_auc_epoch_2.pth. 2023/09/07 02:46:38 - mmengine - INFO - Epoch(train) [3][ 20/603] lr: 1.0000e-03 eta: 1:53:30 time: 1.6760 data_time: 0.0622 memory: 5413 grad_norm: 0.9445 loss: 1.3333 2023/09/07 02:47:10 - mmengine - INFO - Epoch(train) [3][ 40/603] lr: 1.0000e-03 eta: 1:52:57 time: 1.6137 data_time: 0.0050 memory: 5413 grad_norm: 0.9632 loss: 1.3454 2023/09/07 02:47:43 - mmengine - INFO - Epoch(train) [3][ 60/603] lr: 1.0000e-03 eta: 1:52:24 time: 1.6145 data_time: 0.0049 memory: 5413 grad_norm: 0.7931 loss: 1.3155 2023/09/07 02:48:15 - mmengine - INFO - Epoch(train) [3][ 80/603] lr: 1.0000e-03 eta: 1:51:51 time: 1.6137 data_time: 0.0050 memory: 5413 grad_norm: 0.8694 loss: 1.3152 2023/09/07 02:48:47 - mmengine - INFO - Epoch(train) [3][100/603] lr: 1.0000e-03 eta: 1:51:19 time: 1.6133 data_time: 0.0048 memory: 5413 grad_norm: 0.9253 loss: 1.3213 2023/09/07 02:49:20 - mmengine - INFO - Epoch(train) [3][120/603] lr: 1.0000e-03 eta: 1:50:46 time: 1.6150 data_time: 0.0052 memory: 5413 grad_norm: 1.0047 loss: 1.3523 2023/09/07 02:49:52 - mmengine - INFO - Epoch(train) [3][140/603] lr: 1.0000e-03 eta: 1:50:13 time: 1.6141 data_time: 0.0050 memory: 5413 grad_norm: 0.9125 loss: 1.2126 2023/09/07 02:50:24 - mmengine - INFO - Epoch(train) [3][160/603] lr: 1.0000e-03 eta: 1:49:40 time: 1.6146 data_time: 0.0049 memory: 5413 grad_norm: 0.8376 loss: 1.2992 2023/09/07 02:50:56 - mmengine - INFO - Epoch(train) [3][180/603] lr: 1.0000e-03 eta: 1:49:07 time: 1.6132 data_time: 0.0049 memory: 5413 grad_norm: 0.9770 loss: 1.3609 2023/09/07 02:51:29 - mmengine - INFO - Epoch(train) [3][200/603] lr: 1.0000e-03 eta: 1:48:35 time: 1.6146 data_time: 0.0049 memory: 5413 grad_norm: 1.0022 loss: 1.3429 2023/09/07 02:52:01 - mmengine - INFO - Epoch(train) [3][220/603] lr: 1.0000e-03 eta: 1:48:02 time: 1.6131 data_time: 0.0049 memory: 5413 grad_norm: 0.8714 loss: 1.3504 2023/09/07 02:52:33 - mmengine - INFO - Epoch(train) [3][240/603] lr: 1.0000e-03 eta: 1:47:29 time: 1.6145 data_time: 0.0049 memory: 5413 grad_norm: 0.8174 loss: 1.3074 2023/09/07 02:53:06 - mmengine - INFO - Epoch(train) [3][260/603] lr: 1.0000e-03 eta: 1:46:56 time: 1.6133 data_time: 0.0049 memory: 5413 grad_norm: 0.9165 loss: 1.3774 2023/09/07 02:53:38 - mmengine - INFO - Epoch(train) [3][280/603] lr: 1.0000e-03 eta: 1:46:24 time: 1.6140 data_time: 0.0051 memory: 5413 grad_norm: 0.9205 loss: 1.2897 2023/09/07 02:54:10 - mmengine - INFO - Epoch(train) [3][300/603] lr: 1.0000e-03 eta: 1:45:51 time: 1.6148 data_time: 0.0050 memory: 5413 grad_norm: 0.9412 loss: 1.3128 2023/09/07 02:54:42 - mmengine - INFO - Epoch(train) [3][320/603] lr: 1.0000e-03 eta: 1:45:18 time: 1.6146 data_time: 0.0052 memory: 5413 grad_norm: 0.8772 loss: 1.3068 2023/09/07 02:55:15 - mmengine - INFO - Epoch(train) [3][340/603] lr: 1.0000e-03 eta: 1:44:46 time: 1.6143 data_time: 0.0050 memory: 5413 grad_norm: 0.8861 loss: 1.2661 2023/09/07 02:55:47 - mmengine - INFO - Epoch(train) [3][360/603] lr: 1.0000e-03 eta: 1:44:13 time: 1.6156 data_time: 0.0051 memory: 5413 grad_norm: 0.9240 loss: 1.2414 2023/09/07 02:56:19 - mmengine - INFO - Epoch(train) [3][380/603] lr: 1.0000e-03 eta: 1:43:40 time: 1.6148 data_time: 0.0051 memory: 5413 grad_norm: 0.8870 loss: 1.3213 2023/09/07 02:56:52 - mmengine - INFO - Epoch(train) [3][400/603] lr: 1.0000e-03 eta: 1:43:08 time: 1.6147 data_time: 0.0052 memory: 5413 grad_norm: 0.8989 loss: 1.3192 2023/09/07 02:57:24 - mmengine - INFO - Epoch(train) [3][420/603] lr: 1.0000e-03 eta: 1:42:35 time: 1.6157 data_time: 0.0051 memory: 5413 grad_norm: 0.8261 loss: 1.2548 2023/09/07 02:57:56 - mmengine - INFO - Epoch(train) [3][440/603] lr: 1.0000e-03 eta: 1:42:03 time: 1.6139 data_time: 0.0052 memory: 5413 grad_norm: 0.8646 loss: 1.3432 2023/09/07 02:58:29 - mmengine - INFO - Epoch(train) [3][460/603] lr: 1.0000e-03 eta: 1:41:30 time: 1.6159 data_time: 0.0052 memory: 5413 grad_norm: 0.9179 loss: 1.3096 2023/09/07 02:59:01 - mmengine - INFO - Epoch(train) [3][480/603] lr: 1.0000e-03 eta: 1:40:57 time: 1.6151 data_time: 0.0050 memory: 5413 grad_norm: 0.8809 loss: 1.2930 2023/09/07 02:59:33 - mmengine - INFO - Epoch(train) [3][500/603] lr: 1.0000e-03 eta: 1:40:25 time: 1.6132 data_time: 0.0048 memory: 5413 grad_norm: 0.8055 loss: 1.2670 2023/09/07 03:00:05 - mmengine - INFO - Epoch(train) [3][520/603] lr: 1.0000e-03 eta: 1:39:52 time: 1.6146 data_time: 0.0048 memory: 5413 grad_norm: 0.9454 loss: 1.3431 2023/09/07 03:00:38 - mmengine - INFO - Epoch(train) [3][540/603] lr: 1.0000e-03 eta: 1:39:20 time: 1.6132 data_time: 0.0049 memory: 5413 grad_norm: 0.9170 loss: 1.2877 2023/09/07 03:01:10 - mmengine - INFO - Epoch(train) [3][560/603] lr: 1.0000e-03 eta: 1:38:47 time: 1.6152 data_time: 0.0049 memory: 5413 grad_norm: 0.9007 loss: 1.3653 2023/09/07 03:01:42 - mmengine - INFO - Epoch(train) [3][580/603] lr: 1.0000e-03 eta: 1:38:15 time: 1.6161 data_time: 0.0051 memory: 5413 grad_norm: 0.8883 loss: 1.2872 2023/09/07 03:02:15 - mmengine - INFO - Epoch(train) [3][600/603] lr: 1.0000e-03 eta: 1:37:42 time: 1.6156 data_time: 0.0054 memory: 5413 grad_norm: 0.9187 loss: 1.3545 2023/09/07 03:02:19 - mmengine - INFO - Exp name: bmn_2xb8-400x100-9e_activitynet-feature_20230907_020847 2023/09/07 03:02:19 - mmengine - INFO - Epoch(train) [3][603/603] lr: 1.0000e-03 eta: 1:37:37 time: 1.6167 data_time: 0.0052 memory: 5413 grad_norm: 0.9440 loss: 1.3548 2023/09/07 03:02:19 - mmengine - INFO - Saving checkpoint at 3 epochs 2023/09/07 03:02:23 - mmengine - INFO - Epoch(val) [3][ 20/2364] eta: 0:03:00 time: 0.0771 data_time: 0.0100 memory: 906 2023/09/07 03:02:24 - mmengine - INFO - Epoch(val) [3][ 40/2364] eta: 0:02:31 time: 0.0530 data_time: 0.0009 memory: 906 2023/09/07 03:02:25 - mmengine - INFO - Epoch(val) [3][ 60/2364] eta: 0:02:19 time: 0.0518 data_time: 0.0009 memory: 906 2023/09/07 03:02:26 - mmengine - INFO - Epoch(val) [3][ 80/2364] eta: 0:02:18 time: 0.0608 data_time: 0.0009 memory: 906 2023/09/07 03:02:27 - mmengine - INFO - Epoch(val) [3][ 100/2364] eta: 0:02:17 time: 0.0619 data_time: 0.0009 memory: 906 2023/09/07 03:02:28 - mmengine - INFO - Epoch(val) [3][ 120/2364] eta: 0:02:16 time: 0.0604 data_time: 0.0009 memory: 906 2023/09/07 03:02:29 - mmengine - INFO - Epoch(val) [3][ 140/2364] eta: 0:02:13 time: 0.0566 data_time: 0.0009 memory: 906 2023/09/07 03:02:31 - mmengine - INFO - Epoch(val) [3][ 160/2364] eta: 0:02:13 time: 0.0636 data_time: 0.0009 memory: 906 2023/09/07 03:02:32 - mmengine - INFO - Epoch(val) [3][ 180/2364] eta: 0:02:10 time: 0.0543 data_time: 0.0010 memory: 906 2023/09/07 03:02:33 - mmengine - INFO - Epoch(val) [3][ 200/2364] eta: 0:02:10 time: 0.0653 data_time: 0.0009 memory: 906 2023/09/07 03:02:34 - mmengine - INFO - Epoch(val) [3][ 220/2364] eta: 0:02:08 time: 0.0535 data_time: 0.0009 memory: 906 2023/09/07 03:02:36 - mmengine - INFO - Epoch(val) [3][ 240/2364] eta: 0:02:08 time: 0.0693 data_time: 0.0010 memory: 906 2023/09/07 03:02:37 - mmengine - INFO - Epoch(val) [3][ 260/2364] eta: 0:02:07 time: 0.0588 data_time: 0.0009 memory: 906 2023/09/07 03:02:38 - mmengine - INFO - Epoch(val) [3][ 280/2364] eta: 0:02:07 time: 0.0681 data_time: 0.0010 memory: 906 2023/09/07 03:02:39 - mmengine - INFO - Epoch(val) [3][ 300/2364] eta: 0:02:05 time: 0.0589 data_time: 0.0009 memory: 906 2023/09/07 03:02:41 - mmengine - INFO - Epoch(val) [3][ 320/2364] eta: 0:02:06 time: 0.0755 data_time: 0.0009 memory: 906 2023/09/07 03:02:42 - mmengine - INFO - Epoch(val) [3][ 340/2364] eta: 0:02:03 time: 0.0519 data_time: 0.0009 memory: 906 2023/09/07 03:02:43 - mmengine - INFO - Epoch(val) [3][ 360/2364] eta: 0:02:01 time: 0.0548 data_time: 0.0009 memory: 906 2023/09/07 03:02:44 - mmengine - INFO - Epoch(val) [3][ 380/2364] eta: 0:01:59 time: 0.0528 data_time: 0.0008 memory: 906 2023/09/07 03:02:45 - mmengine - INFO - Epoch(val) [3][ 400/2364] eta: 0:01:59 time: 0.0645 data_time: 0.0010 memory: 906 2023/09/07 03:02:46 - mmengine - INFO - Epoch(val) [3][ 420/2364] eta: 0:01:57 time: 0.0615 data_time: 0.0010 memory: 906 2023/09/07 03:02:48 - mmengine - INFO - Epoch(val) [3][ 440/2364] eta: 0:01:56 time: 0.0543 data_time: 0.0009 memory: 906 2023/09/07 03:02:49 - mmengine - INFO - Epoch(val) [3][ 460/2364] eta: 0:01:54 time: 0.0592 data_time: 0.0009 memory: 906 2023/09/07 03:02:50 - mmengine - INFO - Epoch(val) [3][ 480/2364] eta: 0:01:53 time: 0.0623 data_time: 0.0009 memory: 906 2023/09/07 03:02:51 - mmengine - INFO - Epoch(val) [3][ 500/2364] eta: 0:01:51 time: 0.0474 data_time: 0.0010 memory: 906 2023/09/07 03:02:52 - mmengine - INFO - Epoch(val) [3][ 520/2364] eta: 0:01:49 time: 0.0534 data_time: 0.0009 memory: 906 2023/09/07 03:02:53 - mmengine - INFO - Epoch(val) [3][ 540/2364] eta: 0:01:48 time: 0.0567 data_time: 0.0009 memory: 906 2023/09/07 03:02:55 - mmengine - INFO - Epoch(val) [3][ 560/2364] eta: 0:01:47 time: 0.0674 data_time: 0.0009 memory: 906 2023/09/07 03:02:56 - mmengine - INFO - Epoch(val) [3][ 580/2364] eta: 0:01:47 time: 0.0698 data_time: 0.0010 memory: 906 2023/09/07 03:02:57 - mmengine - INFO - Epoch(val) [3][ 600/2364] eta: 0:01:45 time: 0.0569 data_time: 0.0009 memory: 906 2023/09/07 03:02:58 - mmengine - INFO - Epoch(val) [3][ 620/2364] eta: 0:01:44 time: 0.0593 data_time: 0.0009 memory: 906 2023/09/07 03:02:59 - mmengine - INFO - Epoch(val) [3][ 640/2364] eta: 0:01:43 time: 0.0560 data_time: 0.0010 memory: 906 2023/09/07 03:03:01 - mmengine - INFO - Epoch(val) [3][ 660/2364] eta: 0:01:42 time: 0.0639 data_time: 0.0010 memory: 906 2023/09/07 03:03:02 - mmengine - INFO - Epoch(val) [3][ 680/2364] eta: 0:01:41 time: 0.0760 data_time: 0.0009 memory: 906 2023/09/07 03:03:03 - mmengine - INFO - Epoch(val) [3][ 700/2364] eta: 0:01:40 time: 0.0528 data_time: 0.0010 memory: 906 2023/09/07 03:03:05 - mmengine - INFO - Epoch(val) [3][ 720/2364] eta: 0:01:39 time: 0.0692 data_time: 0.0009 memory: 906 2023/09/07 03:03:06 - mmengine - INFO - Epoch(val) [3][ 740/2364] eta: 0:01:38 time: 0.0597 data_time: 0.0009 memory: 906 2023/09/07 03:03:07 - mmengine - INFO - Epoch(val) [3][ 760/2364] eta: 0:01:36 time: 0.0465 data_time: 0.0011 memory: 906 2023/09/07 03:03:08 - mmengine - INFO - Epoch(val) [3][ 780/2364] eta: 0:01:35 time: 0.0629 data_time: 0.0009 memory: 906 2023/09/07 03:03:09 - mmengine - INFO - Epoch(val) [3][ 800/2364] eta: 0:01:33 time: 0.0487 data_time: 0.0009 memory: 906 2023/09/07 03:03:10 - mmengine - INFO - Epoch(val) [3][ 820/2364] eta: 0:01:32 time: 0.0610 data_time: 0.0009 memory: 906 2023/09/07 03:03:11 - mmengine - INFO - Epoch(val) [3][ 840/2364] eta: 0:01:31 time: 0.0605 data_time: 0.0009 memory: 906 2023/09/07 03:03:12 - mmengine - INFO - Epoch(val) [3][ 860/2364] eta: 0:01:29 time: 0.0478 data_time: 0.0009 memory: 906 2023/09/07 03:03:14 - mmengine - INFO - Epoch(val) [3][ 880/2364] eta: 0:01:28 time: 0.0650 data_time: 0.0009 memory: 906 2023/09/07 03:03:15 - mmengine - INFO - Epoch(val) [3][ 900/2364] eta: 0:01:27 time: 0.0559 data_time: 0.0010 memory: 906 2023/09/07 03:03:16 - mmengine - INFO - Epoch(val) [3][ 920/2364] eta: 0:01:26 time: 0.0560 data_time: 0.0009 memory: 906 2023/09/07 03:03:17 - mmengine - INFO - Epoch(val) [3][ 940/2364] eta: 0:01:24 time: 0.0407 data_time: 0.0009 memory: 906 2023/09/07 03:03:18 - mmengine - INFO - Epoch(val) [3][ 960/2364] eta: 0:01:23 time: 0.0678 data_time: 0.0009 memory: 906 2023/09/07 03:03:19 - mmengine - INFO - Epoch(val) [3][ 980/2364] eta: 0:01:22 time: 0.0650 data_time: 0.0008 memory: 906 2023/09/07 03:03:20 - mmengine - INFO - Epoch(val) [3][1000/2364] eta: 0:01:20 time: 0.0518 data_time: 0.0008 memory: 906 2023/09/07 03:03:22 - mmengine - INFO - Epoch(val) [3][1020/2364] eta: 0:01:19 time: 0.0644 data_time: 0.0010 memory: 906 2023/09/07 03:03:23 - mmengine - INFO - Epoch(val) [3][1040/2364] eta: 0:01:18 time: 0.0610 data_time: 0.0009 memory: 906 2023/09/07 03:03:24 - mmengine - INFO - Epoch(val) [3][1060/2364] eta: 0:01:17 time: 0.0579 data_time: 0.0009 memory: 906 2023/09/07 03:03:25 - mmengine - INFO - Epoch(val) [3][1080/2364] eta: 0:01:16 time: 0.0616 data_time: 0.0009 memory: 906 2023/09/07 03:03:26 - mmengine - INFO - Epoch(val) [3][1100/2364] eta: 0:01:15 time: 0.0553 data_time: 0.0009 memory: 906 2023/09/07 03:03:28 - mmengine - INFO - Epoch(val) [3][1120/2364] eta: 0:01:13 time: 0.0570 data_time: 0.0009 memory: 906 2023/09/07 03:03:29 - mmengine - INFO - Epoch(val) [3][1140/2364] eta: 0:01:12 time: 0.0680 data_time: 0.0009 memory: 906 2023/09/07 03:03:30 - mmengine - INFO - Epoch(val) [3][1160/2364] eta: 0:01:11 time: 0.0554 data_time: 0.0010 memory: 906 2023/09/07 03:03:31 - mmengine - INFO - Epoch(val) [3][1180/2364] eta: 0:01:10 time: 0.0612 data_time: 0.0009 memory: 906 2023/09/07 03:03:32 - mmengine - INFO - Epoch(val) [3][1200/2364] eta: 0:01:09 time: 0.0587 data_time: 0.0010 memory: 906 2023/09/07 03:03:34 - mmengine - INFO - Epoch(val) [3][1220/2364] eta: 0:01:08 time: 0.0751 data_time: 0.0009 memory: 906 2023/09/07 03:03:35 - mmengine - INFO - Epoch(val) [3][1240/2364] eta: 0:01:07 time: 0.0579 data_time: 0.0009 memory: 906 2023/09/07 03:03:36 - mmengine - INFO - Epoch(val) [3][1260/2364] eta: 0:01:05 time: 0.0490 data_time: 0.0010 memory: 906 2023/09/07 03:03:37 - mmengine - INFO - Epoch(val) [3][1280/2364] eta: 0:01:04 time: 0.0628 data_time: 0.0010 memory: 906 2023/09/07 03:03:38 - mmengine - INFO - Epoch(val) [3][1300/2364] eta: 0:01:03 time: 0.0579 data_time: 0.0009 memory: 906 2023/09/07 03:03:40 - mmengine - INFO - Epoch(val) [3][1320/2364] eta: 0:01:02 time: 0.0665 data_time: 0.0009 memory: 906 2023/09/07 03:03:41 - mmengine - INFO - Epoch(val) [3][1340/2364] eta: 0:01:01 time: 0.0625 data_time: 0.0010 memory: 906 2023/09/07 03:03:42 - mmengine - INFO - Epoch(val) [3][1360/2364] eta: 0:00:59 time: 0.0550 data_time: 0.0009 memory: 906 2023/09/07 03:03:43 - mmengine - INFO - Epoch(val) [3][1380/2364] eta: 0:00:58 time: 0.0642 data_time: 0.0009 memory: 906 2023/09/07 03:03:45 - mmengine - INFO - Epoch(val) [3][1400/2364] eta: 0:00:57 time: 0.0619 data_time: 0.0009 memory: 906 2023/09/07 03:03:46 - mmengine - INFO - Epoch(val) [3][1420/2364] eta: 0:00:56 time: 0.0521 data_time: 0.0010 memory: 906 2023/09/07 03:03:47 - mmengine - INFO - Epoch(val) [3][1440/2364] eta: 0:00:55 time: 0.0585 data_time: 0.0009 memory: 906 2023/09/07 03:03:48 - mmengine - INFO - Epoch(val) [3][1460/2364] eta: 0:00:53 time: 0.0575 data_time: 0.0010 memory: 906 2023/09/07 03:03:49 - mmengine - INFO - Epoch(val) [3][1480/2364] eta: 0:00:52 time: 0.0585 data_time: 0.0009 memory: 906 2023/09/07 03:03:50 - mmengine - INFO - Epoch(val) [3][1500/2364] eta: 0:00:51 time: 0.0521 data_time: 0.0009 memory: 906 2023/09/07 03:03:51 - mmengine - INFO - Epoch(val) [3][1520/2364] eta: 0:00:50 time: 0.0598 data_time: 0.0009 memory: 906 2023/09/07 03:03:53 - mmengine - INFO - Epoch(val) [3][1540/2364] eta: 0:00:49 time: 0.0698 data_time: 0.0009 memory: 906 2023/09/07 03:03:54 - mmengine - INFO - Epoch(val) [3][1560/2364] eta: 0:00:48 time: 0.0679 data_time: 0.0009 memory: 906 2023/09/07 03:03:55 - mmengine - INFO - Epoch(val) [3][1580/2364] eta: 0:00:46 time: 0.0612 data_time: 0.0009 memory: 906 2023/09/07 03:03:57 - mmengine - INFO - Epoch(val) [3][1600/2364] eta: 0:00:45 time: 0.0548 data_time: 0.0010 memory: 906 2023/09/07 03:03:58 - mmengine - INFO - Epoch(val) [3][1620/2364] eta: 0:00:44 time: 0.0596 data_time: 0.0009 memory: 906 2023/09/07 03:03:59 - mmengine - INFO - Epoch(val) [3][1640/2364] eta: 0:00:43 time: 0.0829 data_time: 0.0009 memory: 906 2023/09/07 03:04:01 - mmengine - INFO - Epoch(val) [3][1660/2364] eta: 0:00:42 time: 0.0671 data_time: 0.0010 memory: 906 2023/09/07 03:04:02 - mmengine - INFO - Epoch(val) [3][1680/2364] eta: 0:00:41 time: 0.0684 data_time: 0.0009 memory: 906 2023/09/07 03:04:03 - mmengine - INFO - Epoch(val) [3][1700/2364] eta: 0:00:39 time: 0.0579 data_time: 0.0009 memory: 906 2023/09/07 03:04:04 - mmengine - INFO - Epoch(val) [3][1720/2364] eta: 0:00:38 time: 0.0619 data_time: 0.0009 memory: 906 2023/09/07 03:04:06 - mmengine - INFO - Epoch(val) [3][1740/2364] eta: 0:00:37 time: 0.0680 data_time: 0.0010 memory: 906 2023/09/07 03:04:07 - mmengine - INFO - Epoch(val) [3][1760/2364] eta: 0:00:36 time: 0.0537 data_time: 0.0009 memory: 906 2023/09/07 03:04:08 - mmengine - INFO - Epoch(val) [3][1780/2364] eta: 0:00:35 time: 0.0591 data_time: 0.0010 memory: 906 2023/09/07 03:04:09 - mmengine - INFO - Epoch(val) [3][1800/2364] eta: 0:00:33 time: 0.0480 data_time: 0.0009 memory: 906 2023/09/07 03:04:10 - mmengine - INFO - Epoch(val) [3][1820/2364] eta: 0:00:32 time: 0.0685 data_time: 0.0008 memory: 906 2023/09/07 03:04:11 - mmengine - INFO - Epoch(val) [3][1840/2364] eta: 0:00:31 time: 0.0487 data_time: 0.0009 memory: 906 2023/09/07 03:04:12 - mmengine - INFO - Epoch(val) [3][1860/2364] eta: 0:00:30 time: 0.0515 data_time: 0.0008 memory: 906 2023/09/07 03:04:14 - mmengine - INFO - Epoch(val) [3][1880/2364] eta: 0:00:28 time: 0.0565 data_time: 0.0008 memory: 906 2023/09/07 03:04:15 - mmengine - INFO - Epoch(val) [3][1900/2364] eta: 0:00:27 time: 0.0642 data_time: 0.0009 memory: 906 2023/09/07 03:04:16 - mmengine - INFO - Epoch(val) [3][1920/2364] eta: 0:00:26 time: 0.0437 data_time: 0.0009 memory: 906 2023/09/07 03:04:17 - mmengine - INFO - Epoch(val) [3][1940/2364] eta: 0:00:25 time: 0.0640 data_time: 0.0012 memory: 906 2023/09/07 03:04:18 - mmengine - INFO - Epoch(val) [3][1960/2364] eta: 0:00:24 time: 0.0563 data_time: 0.0009 memory: 906 2023/09/07 03:04:19 - mmengine - INFO - Epoch(val) [3][1980/2364] eta: 0:00:22 time: 0.0494 data_time: 0.0009 memory: 906 2023/09/07 03:04:20 - mmengine - INFO - Epoch(val) [3][2000/2364] eta: 0:00:21 time: 0.0553 data_time: 0.0008 memory: 906 2023/09/07 03:04:21 - mmengine - INFO - Epoch(val) [3][2020/2364] eta: 0:00:20 time: 0.0546 data_time: 0.0008 memory: 906 2023/09/07 03:04:23 - mmengine - INFO - Epoch(val) [3][2040/2364] eta: 0:00:19 time: 0.0601 data_time: 0.0009 memory: 906 2023/09/07 03:04:24 - mmengine - INFO - Epoch(val) [3][2060/2364] eta: 0:00:18 time: 0.0551 data_time: 0.0009 memory: 906 2023/09/07 03:04:25 - mmengine - INFO - Epoch(val) [3][2080/2364] eta: 0:00:16 time: 0.0566 data_time: 0.0009 memory: 906 2023/09/07 03:04:26 - mmengine - INFO - Epoch(val) [3][2100/2364] eta: 0:00:15 time: 0.0683 data_time: 0.0010 memory: 906 2023/09/07 03:04:27 - mmengine - INFO - Epoch(val) [3][2120/2364] eta: 0:00:14 time: 0.0626 data_time: 0.0009 memory: 906 2023/09/07 03:04:28 - mmengine - INFO - Epoch(val) [3][2140/2364] eta: 0:00:13 time: 0.0542 data_time: 0.0009 memory: 906 2023/09/07 03:04:30 - mmengine - INFO - Epoch(val) [3][2160/2364] eta: 0:00:12 time: 0.0543 data_time: 0.0009 memory: 906 2023/09/07 03:04:31 - mmengine - INFO - Epoch(val) [3][2180/2364] eta: 0:00:10 time: 0.0576 data_time: 0.0009 memory: 906 2023/09/07 03:04:32 - mmengine - INFO - Epoch(val) [3][2200/2364] eta: 0:00:09 time: 0.0599 data_time: 0.0009 memory: 906 2023/09/07 03:04:33 - mmengine - INFO - Epoch(val) [3][2220/2364] eta: 0:00:08 time: 0.0798 data_time: 0.0010 memory: 906 2023/09/07 03:04:35 - mmengine - INFO - Epoch(val) [3][2240/2364] eta: 0:00:07 time: 0.0601 data_time: 0.0009 memory: 906 2023/09/07 03:04:36 - mmengine - INFO - Epoch(val) [3][2260/2364] eta: 0:00:06 time: 0.0589 data_time: 0.0010 memory: 906 2023/09/07 03:04:37 - mmengine - INFO - Epoch(val) [3][2280/2364] eta: 0:00:05 time: 0.0565 data_time: 0.0010 memory: 906 2023/09/07 03:04:38 - mmengine - INFO - Epoch(val) [3][2300/2364] eta: 0:00:03 time: 0.0661 data_time: 0.0009 memory: 906 2023/09/07 03:04:39 - mmengine - INFO - Epoch(val) [3][2320/2364] eta: 0:00:02 time: 0.0548 data_time: 0.0009 memory: 906 2023/09/07 03:04:41 - mmengine - INFO - Epoch(val) [3][2340/2364] eta: 0:00:01 time: 0.0633 data_time: 0.0010 memory: 906 2023/09/07 03:04:42 - mmengine - INFO - Epoch(val) [3][2360/2364] eta: 0:00:00 time: 0.0474 data_time: 0.0009 memory: 906 2023/09/07 03:05:05 - mmengine - INFO - Epoch(val) [3][2364/2364] auc: 66.4123 AR@1: 0.3368 AR@5: 0.4967 AR@10: 0.5721 AR@100: 0.7101 data_time: 0.0010 time: 0.0596 2023/09/07 03:05:05 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/hukai/drns/work_dirs/bmn_400x100_2x8_9e_activitynet_feature/best_auc_epoch_2.pth is removed 2023/09/07 03:05:06 - mmengine - INFO - The best checkpoint with 66.4123 auc at 3 epoch is saved to best_auc_epoch_3.pth. 2023/09/07 03:05:41 - mmengine - INFO - Epoch(train) [4][ 20/603] lr: 1.0000e-03 eta: 1:37:06 time: 1.6621 data_time: 0.0478 memory: 5413 grad_norm: 0.9230 loss: 1.2701 2023/09/07 03:06:13 - mmengine - INFO - Epoch(train) [4][ 40/603] lr: 1.0000e-03 eta: 1:36:34 time: 1.6194 data_time: 0.0061 memory: 5413 grad_norm: 0.8200 loss: 1.3009 2023/09/07 03:06:45 - mmengine - INFO - Epoch(train) [4][ 60/603] lr: 1.0000e-03 eta: 1:36:02 time: 1.6172 data_time: 0.0055 memory: 5413 grad_norm: 0.9264 loss: 1.3553 2023/09/07 03:07:18 - mmengine - INFO - Epoch(train) [4][ 80/603] lr: 1.0000e-03 eta: 1:35:29 time: 1.6161 data_time: 0.0054 memory: 5413 grad_norm: 0.9327 loss: 1.2258 2023/09/07 03:07:58 - mmengine - INFO - Epoch(train) [4][100/603] lr: 1.0000e-03 eta: 1:35:11 time: 2.0207 data_time: 0.0359 memory: 5413 grad_norm: 0.9377 loss: 1.2519 2023/09/07 03:08:42 - mmengine - INFO - Epoch(train) [4][120/603] lr: 1.0000e-03 eta: 1:34:59 time: 2.1785 data_time: 0.0662 memory: 5413 grad_norm: 0.8671 loss: 1.3109 2023/09/07 03:09:24 - mmengine - INFO - Epoch(train) [4][140/603] lr: 1.0000e-03 eta: 1:34:44 time: 2.1057 data_time: 0.0698 memory: 5413 grad_norm: 0.8733 loss: 1.2260 2023/09/07 03:10:09 - mmengine - INFO - Epoch(train) [4][160/603] lr: 1.0000e-03 eta: 1:34:33 time: 2.2690 data_time: 0.0845 memory: 5413 grad_norm: 0.8870 loss: 1.3707 2023/09/07 03:10:47 - mmengine - INFO - Epoch(train) [4][180/603] lr: 1.0000e-03 eta: 1:34:09 time: 1.8827 data_time: 0.0309 memory: 5413 grad_norm: 0.9445 loss: 1.3170 2023/09/07 03:11:08 - mmengine - INFO - Exp name: bmn_2xb8-400x100-9e_activitynet-feature_20230907_020847 2023/09/07 03:11:26 - mmengine - INFO - Epoch(train) [4][200/603] lr: 1.0000e-03 eta: 1:33:46 time: 1.9563 data_time: 0.0322 memory: 5413 grad_norm: 0.8289 loss: 1.1745 2023/09/07 03:12:06 - mmengine - INFO - Epoch(train) [4][220/603] lr: 1.0000e-03 eta: 1:33:25 time: 1.9728 data_time: 0.0448 memory: 5413 grad_norm: 0.8988 loss: 1.2300 2023/09/07 03:12:47 - mmengine - INFO - Epoch(train) [4][240/603] lr: 1.0000e-03 eta: 1:33:05 time: 2.0508 data_time: 0.0390 memory: 5413 grad_norm: 0.8644 loss: 1.2233 2023/09/07 03:13:25 - mmengine - INFO - Epoch(train) [4][260/603] lr: 1.0000e-03 eta: 1:32:41 time: 1.9325 data_time: 0.0466 memory: 5413 grad_norm: 0.8385 loss: 1.2526 2023/09/07 03:14:05 - mmengine - INFO - Epoch(train) [4][280/603] lr: 1.0000e-03 eta: 1:32:18 time: 1.9737 data_time: 0.0640 memory: 5413 grad_norm: 0.9621 loss: 1.3573 2023/09/07 03:14:45 - mmengine - INFO - Epoch(train) [4][300/603] lr: 1.0000e-03 eta: 1:31:56 time: 2.0195 data_time: 0.0529 memory: 5413 grad_norm: 0.9683 loss: 1.2758 2023/09/07 03:15:26 - mmengine - INFO - Epoch(train) [4][320/603] lr: 1.0000e-03 eta: 1:31:34 time: 2.0135 data_time: 0.0483 memory: 5413 grad_norm: 0.9387 loss: 1.3115 2023/09/07 03:16:06 - mmengine - INFO - Epoch(train) [4][340/603] lr: 1.0000e-03 eta: 1:31:12 time: 2.0397 data_time: 0.0621 memory: 5413 grad_norm: 0.9371 loss: 1.3741 2023/09/07 03:16:46 - mmengine - INFO - Epoch(train) [4][360/603] lr: 1.0000e-03 eta: 1:30:48 time: 1.9782 data_time: 0.0399 memory: 5413 grad_norm: 0.8594 loss: 1.3421 2023/09/07 03:17:26 - mmengine - INFO - Epoch(train) [4][380/603] lr: 1.0000e-03 eta: 1:30:24 time: 1.9932 data_time: 0.0490 memory: 5413 grad_norm: 0.8114 loss: 1.3653 2023/09/07 03:18:05 - mmengine - INFO - Epoch(train) [4][400/603] lr: 1.0000e-03 eta: 1:29:58 time: 1.9582 data_time: 0.0410 memory: 5413 grad_norm: 0.9668 loss: 1.3520 2023/09/07 03:18:43 - mmengine - INFO - Epoch(train) [4][420/603] lr: 1.0000e-03 eta: 1:29:31 time: 1.9085 data_time: 0.0328 memory: 5413 grad_norm: 0.8209 loss: 1.2994 2023/09/07 03:19:21 - mmengine - INFO - Epoch(train) [4][440/603] lr: 1.0000e-03 eta: 1:29:03 time: 1.8775 data_time: 0.0362 memory: 5413 grad_norm: 0.8786 loss: 1.3361 2023/09/07 03:19:54 - mmengine - INFO - Epoch(train) [4][460/603] lr: 1.0000e-03 eta: 1:28:29 time: 1.6659 data_time: 0.0113 memory: 5413 grad_norm: 0.8571 loss: 1.3128 2023/09/07 03:20:26 - mmengine - INFO - Epoch(train) [4][480/603] lr: 1.0000e-03 eta: 1:27:54 time: 1.6149 data_time: 0.0050 memory: 5413 grad_norm: 1.0123 loss: 1.2931 2023/09/07 03:20:59 - mmengine - INFO - Epoch(train) [4][500/603] lr: 1.0000e-03 eta: 1:27:18 time: 1.6136 data_time: 0.0051 memory: 5413 grad_norm: 0.9254 loss: 1.2492 2023/09/07 03:21:31 - mmengine - INFO - Epoch(train) [4][520/603] lr: 1.0000e-03 eta: 1:26:43 time: 1.6163 data_time: 0.0057 memory: 5413 grad_norm: 0.9173 loss: 1.3381 2023/09/07 03:22:03 - mmengine - INFO - Epoch(train) [4][540/603] lr: 1.0000e-03 eta: 1:26:08 time: 1.6146 data_time: 0.0058 memory: 5413 grad_norm: 0.8418 loss: 1.3408 2023/09/07 03:22:36 - mmengine - INFO - Epoch(train) [4][560/603] lr: 1.0000e-03 eta: 1:25:33 time: 1.6182 data_time: 0.0057 memory: 5413 grad_norm: 0.8201 loss: 1.3190 2023/09/07 03:23:08 - mmengine - INFO - Epoch(train) [4][580/603] lr: 1.0000e-03 eta: 1:24:58 time: 1.6163 data_time: 0.0057 memory: 5413 grad_norm: 0.8005 loss: 1.3169 2023/09/07 03:23:40 - mmengine - INFO - Epoch(train) [4][600/603] lr: 1.0000e-03 eta: 1:24:22 time: 1.6139 data_time: 0.0049 memory: 5413 grad_norm: 0.8285 loss: 1.3101 2023/09/07 03:23:45 - mmengine - INFO - Exp name: bmn_2xb8-400x100-9e_activitynet-feature_20230907_020847 2023/09/07 03:23:45 - mmengine - INFO - Epoch(train) [4][603/603] lr: 1.0000e-03 eta: 1:24:17 time: 1.6128 data_time: 0.0049 memory: 5413 grad_norm: 0.8751 loss: 1.2740 2023/09/07 03:23:45 - mmengine - INFO - Saving checkpoint at 4 epochs 2023/09/07 03:23:48 - mmengine - INFO - Epoch(val) [4][ 20/2364] eta: 0:02:03 time: 0.0527 data_time: 0.0080 memory: 906 2023/09/07 03:23:48 - mmengine - INFO - Epoch(val) [4][ 40/2364] eta: 0:01:49 time: 0.0411 data_time: 0.0009 memory: 906 2023/09/07 03:23:49 - mmengine - INFO - Epoch(val) [4][ 60/2364] eta: 0:01:41 time: 0.0383 data_time: 0.0009 memory: 906 2023/09/07 03:23:50 - mmengine - INFO - Epoch(val) [4][ 80/2364] eta: 0:01:42 time: 0.0469 data_time: 0.0009 memory: 906 2023/09/07 03:23:51 - mmengine - INFO - Epoch(val) [4][ 100/2364] eta: 0:01:42 time: 0.0469 data_time: 0.0009 memory: 906 2023/09/07 03:23:52 - mmengine - INFO - Epoch(val) [4][ 120/2364] eta: 0:01:41 time: 0.0469 data_time: 0.0009 memory: 906 2023/09/07 03:23:53 - mmengine - INFO - Epoch(val) [4][ 140/2364] eta: 0:01:40 time: 0.0423 data_time: 0.0009 memory: 906 2023/09/07 03:23:54 - mmengine - INFO - Epoch(val) [4][ 160/2364] eta: 0:01:39 time: 0.0460 data_time: 0.0009 memory: 906 2023/09/07 03:23:55 - mmengine - INFO - Epoch(val) [4][ 180/2364] eta: 0:01:37 time: 0.0415 data_time: 0.0009 memory: 906 2023/09/07 03:23:56 - mmengine - INFO - Epoch(val) [4][ 200/2364] eta: 0:01:38 time: 0.0513 data_time: 0.0009 memory: 906 2023/09/07 03:23:57 - mmengine - INFO - Epoch(val) [4][ 220/2364] eta: 0:01:37 time: 0.0441 data_time: 0.0010 memory: 906 2023/09/07 03:23:57 - mmengine - INFO - Epoch(val) [4][ 240/2364] eta: 0:01:35 time: 0.0434 data_time: 0.0009 memory: 906 2023/09/07 03:23:58 - mmengine - INFO - Epoch(val) [4][ 260/2364] eta: 0:01:35 time: 0.0505 data_time: 0.0009 memory: 906 2023/09/07 03:24:00 - mmengine - INFO - Epoch(val) [4][ 280/2364] eta: 0:01:36 time: 0.0539 data_time: 0.0012 memory: 906 2023/09/07 03:24:00 - mmengine - INFO - Epoch(val) [4][ 300/2364] eta: 0:01:34 time: 0.0446 data_time: 0.0012 memory: 906 2023/09/07 03:24:01 - mmengine - INFO - Epoch(val) [4][ 320/2364] eta: 0:01:34 time: 0.0463 data_time: 0.0012 memory: 906 2023/09/07 03:24:02 - mmengine - INFO - Epoch(val) [4][ 340/2364] eta: 0:01:33 time: 0.0483 data_time: 0.0015 memory: 906 2023/09/07 03:24:03 - mmengine - INFO - Epoch(val) [4][ 360/2364] eta: 0:01:32 time: 0.0449 data_time: 0.0014 memory: 906 2023/09/07 03:24:04 - mmengine - INFO - Epoch(val) [4][ 380/2364] eta: 0:01:30 time: 0.0408 data_time: 0.0010 memory: 906 2023/09/07 03:24:05 - mmengine - INFO - Epoch(val) [4][ 400/2364] eta: 0:01:30 time: 0.0485 data_time: 0.0009 memory: 906 2023/09/07 03:24:06 - mmengine - INFO - Epoch(val) [4][ 420/2364] eta: 0:01:29 time: 0.0469 data_time: 0.0010 memory: 906 2023/09/07 03:24:07 - mmengine - INFO - Epoch(val) [4][ 440/2364] eta: 0:01:27 time: 0.0394 data_time: 0.0009 memory: 906 2023/09/07 03:24:08 - mmengine - INFO - Epoch(val) [4][ 460/2364] eta: 0:01:26 time: 0.0416 data_time: 0.0013 memory: 906 2023/09/07 03:24:09 - mmengine - INFO - Epoch(val) [4][ 480/2364] eta: 0:01:25 time: 0.0463 data_time: 0.0011 memory: 906 2023/09/07 03:24:09 - mmengine - INFO - Epoch(val) [4][ 500/2364] eta: 0:01:24 time: 0.0355 data_time: 0.0010 memory: 906 2023/09/07 03:24:10 - mmengine - INFO - Epoch(val) [4][ 520/2364] eta: 0:01:23 time: 0.0427 data_time: 0.0010 memory: 906 2023/09/07 03:24:11 - mmengine - INFO - Epoch(val) [4][ 540/2364] eta: 0:01:22 time: 0.0432 data_time: 0.0011 memory: 906 2023/09/07 03:24:12 - mmengine - INFO - Epoch(val) [4][ 560/2364] eta: 0:01:21 time: 0.0493 data_time: 0.0011 memory: 906 2023/09/07 03:24:13 - mmengine - INFO - Epoch(val) [4][ 580/2364] eta: 0:01:20 time: 0.0451 data_time: 0.0009 memory: 906 2023/09/07 03:24:14 - mmengine - INFO - Epoch(val) [4][ 600/2364] eta: 0:01:19 time: 0.0437 data_time: 0.0010 memory: 906 2023/09/07 03:24:15 - mmengine - INFO - Epoch(val) [4][ 620/2364] eta: 0:01:18 time: 0.0420 data_time: 0.0010 memory: 906 2023/09/07 03:24:15 - mmengine - INFO - Epoch(val) [4][ 640/2364] eta: 0:01:17 time: 0.0394 data_time: 0.0010 memory: 906 2023/09/07 03:24:16 - mmengine - INFO - Epoch(val) [4][ 660/2364] eta: 0:01:16 time: 0.0479 data_time: 0.0009 memory: 906 2023/09/07 03:24:17 - mmengine - INFO - Epoch(val) [4][ 680/2364] eta: 0:01:16 time: 0.0606 data_time: 0.0009 memory: 906 2023/09/07 03:24:18 - mmengine - INFO - Epoch(val) [4][ 700/2364] eta: 0:01:15 time: 0.0373 data_time: 0.0009 memory: 906 2023/09/07 03:24:19 - mmengine - INFO - Epoch(val) [4][ 720/2364] eta: 0:01:14 time: 0.0513 data_time: 0.0009 memory: 906 2023/09/07 03:24:20 - 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mmengine - INFO - Epoch(val) [4][1460/2364] eta: 0:00:41 time: 0.0407 data_time: 0.0009 memory: 906 2023/09/07 03:24:54 - mmengine - INFO - Epoch(val) [4][1480/2364] eta: 0:00:40 time: 0.0432 data_time: 0.0009 memory: 906 2023/09/07 03:24:55 - mmengine - INFO - Epoch(val) [4][1500/2364] eta: 0:00:39 time: 0.0404 data_time: 0.0009 memory: 906 2023/09/07 03:24:56 - mmengine - INFO - Epoch(val) [4][1520/2364] eta: 0:00:38 time: 0.0456 data_time: 0.0010 memory: 906 2023/09/07 03:24:57 - mmengine - INFO - Epoch(val) [4][1540/2364] eta: 0:00:37 time: 0.0547 data_time: 0.0010 memory: 906 2023/09/07 03:24:58 - mmengine - INFO - Epoch(val) [4][1560/2364] eta: 0:00:36 time: 0.0550 data_time: 0.0009 memory: 906 2023/09/07 03:24:59 - mmengine - INFO - Epoch(val) [4][1580/2364] eta: 0:00:35 time: 0.0457 data_time: 0.0009 memory: 906 2023/09/07 03:25:00 - mmengine - INFO - Epoch(val) [4][1600/2364] eta: 0:00:34 time: 0.0431 data_time: 0.0010 memory: 906 2023/09/07 03:25:00 - mmengine - INFO - Epoch(val) [4][1620/2364] eta: 0:00:33 time: 0.0444 data_time: 0.0009 memory: 906 2023/09/07 03:25:01 - mmengine - INFO - Epoch(val) [4][1640/2364] eta: 0:00:32 time: 0.0437 data_time: 0.0009 memory: 906 2023/09/07 03:25:02 - mmengine - INFO - Epoch(val) [4][1660/2364] eta: 0:00:32 time: 0.0478 data_time: 0.0009 memory: 906 2023/09/07 03:25:03 - mmengine - INFO - Epoch(val) [4][1680/2364] eta: 0:00:31 time: 0.0453 data_time: 0.0013 memory: 906 2023/09/07 03:25:04 - mmengine - INFO - Epoch(val) [4][1700/2364] eta: 0:00:30 time: 0.0440 data_time: 0.0012 memory: 906 2023/09/07 03:25:05 - mmengine - INFO - Epoch(val) [4][1720/2364] eta: 0:00:29 time: 0.0652 data_time: 0.0009 memory: 906 2023/09/07 03:25:06 - mmengine - INFO - Epoch(val) [4][1740/2364] eta: 0:00:28 time: 0.0538 data_time: 0.0010 memory: 906 2023/09/07 03:25:07 - mmengine - INFO - Epoch(val) [4][1760/2364] eta: 0:00:27 time: 0.0403 data_time: 0.0013 memory: 906 2023/09/07 03:25:08 - mmengine - INFO - Epoch(val) [4][1780/2364] eta: 0:00:26 time: 0.0494 data_time: 0.0010 memory: 906 2023/09/07 03:25:09 - mmengine - INFO - Epoch(val) [4][1800/2364] eta: 0:00:25 time: 0.0369 data_time: 0.0009 memory: 906 2023/09/07 03:25:10 - mmengine - INFO - Epoch(val) [4][1820/2364] eta: 0:00:24 time: 0.0469 data_time: 0.0009 memory: 906 2023/09/07 03:25:11 - mmengine - INFO - Epoch(val) [4][1840/2364] eta: 0:00:23 time: 0.0325 data_time: 0.0009 memory: 906 2023/09/07 03:25:11 - mmengine - INFO - Epoch(val) [4][1860/2364] eta: 0:00:22 time: 0.0399 data_time: 0.0011 memory: 906 2023/09/07 03:25:12 - mmengine - INFO - Epoch(val) [4][1880/2364] eta: 0:00:22 time: 0.0425 data_time: 0.0009 memory: 906 2023/09/07 03:25:13 - mmengine - INFO - Epoch(val) [4][1900/2364] eta: 0:00:21 time: 0.0473 data_time: 0.0009 memory: 906 2023/09/07 03:25:14 - mmengine - INFO - Epoch(val) [4][1920/2364] eta: 0:00:20 time: 0.0331 data_time: 0.0009 memory: 906 2023/09/07 03:25:15 - mmengine - INFO - Epoch(val) [4][1940/2364] eta: 0:00:19 time: 0.0488 data_time: 0.0009 memory: 906 2023/09/07 03:25:16 - mmengine - INFO - Epoch(val) [4][1960/2364] eta: 0:00:18 time: 0.0415 data_time: 0.0009 memory: 906 2023/09/07 03:25:16 - mmengine - INFO - Epoch(val) [4][1980/2364] eta: 0:00:17 time: 0.0385 data_time: 0.0009 memory: 906 2023/09/07 03:25:17 - mmengine - INFO - Epoch(val) [4][2000/2364] eta: 0:00:16 time: 0.0482 data_time: 0.0010 memory: 906 2023/09/07 03:25:18 - mmengine - INFO - Epoch(val) [4][2020/2364] eta: 0:00:15 time: 0.0415 data_time: 0.0009 memory: 906 2023/09/07 03:25:19 - mmengine - INFO - Epoch(val) [4][2040/2364] eta: 0:00:14 time: 0.0444 data_time: 0.0009 memory: 906 2023/09/07 03:25:20 - mmengine - INFO - Epoch(val) [4][2060/2364] eta: 0:00:13 time: 0.0405 data_time: 0.0009 memory: 906 2023/09/07 03:25:21 - mmengine - INFO - Epoch(val) [4][2080/2364] eta: 0:00:12 time: 0.0395 data_time: 0.0008 memory: 906 2023/09/07 03:25:22 - mmengine - INFO - Epoch(val) [4][2100/2364] eta: 0:00:11 time: 0.0504 data_time: 0.0009 memory: 906 2023/09/07 03:25:23 - mmengine - INFO - Epoch(val) [4][2120/2364] eta: 0:00:11 time: 0.0466 data_time: 0.0009 memory: 906 2023/09/07 03:25:23 - mmengine - INFO - Epoch(val) [4][2140/2364] eta: 0:00:10 time: 0.0395 data_time: 0.0009 memory: 906 2023/09/07 03:25:24 - mmengine - INFO - Epoch(val) [4][2160/2364] eta: 0:00:09 time: 0.0419 data_time: 0.0010 memory: 906 2023/09/07 03:25:25 - mmengine - INFO - Epoch(val) [4][2180/2364] eta: 0:00:08 time: 0.0436 data_time: 0.0010 memory: 906 2023/09/07 03:25:26 - mmengine - INFO - Epoch(val) [4][2200/2364] eta: 0:00:07 time: 0.0461 data_time: 0.0009 memory: 906 2023/09/07 03:25:27 - mmengine - INFO - Epoch(val) [4][2220/2364] eta: 0:00:06 time: 0.0425 data_time: 0.0009 memory: 906 2023/09/07 03:25:28 - mmengine - INFO - Epoch(val) [4][2240/2364] eta: 0:00:05 time: 0.0454 data_time: 0.0010 memory: 906 2023/09/07 03:25:29 - mmengine - INFO - Epoch(val) [4][2260/2364] eta: 0:00:04 time: 0.0406 data_time: 0.0009 memory: 906 2023/09/07 03:25:29 - mmengine - INFO - Epoch(val) [4][2280/2364] eta: 0:00:03 time: 0.0408 data_time: 0.0009 memory: 906 2023/09/07 03:25:30 - mmengine - INFO - Epoch(val) [4][2300/2364] eta: 0:00:02 time: 0.0450 data_time: 0.0009 memory: 906 2023/09/07 03:25:31 - mmengine - INFO - Epoch(val) [4][2320/2364] eta: 0:00:01 time: 0.0404 data_time: 0.0008 memory: 906 2023/09/07 03:25:32 - mmengine - INFO - Epoch(val) [4][2340/2364] eta: 0:00:01 time: 0.0500 data_time: 0.0009 memory: 906 2023/09/07 03:25:33 - mmengine - INFO - Epoch(val) [4][2360/2364] eta: 0:00:00 time: 0.0359 data_time: 0.0009 memory: 906 2023/09/07 03:25:57 - mmengine - INFO - Epoch(val) [4][2364/2364] auc: 67.2727 AR@1: 0.3265 AR@5: 0.5128 AR@10: 0.5889 AR@100: 0.7166 data_time: 0.0010 time: 0.0450 2023/09/07 03:25:57 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/hukai/drns/work_dirs/bmn_400x100_2x8_9e_activitynet_feature/best_auc_epoch_3.pth is removed 2023/09/07 03:25:59 - mmengine - INFO - The best checkpoint with 67.2727 auc at 4 epoch is saved to best_auc_epoch_4.pth. 2023/09/07 03:26:33 - mmengine - INFO - Epoch(train) [5][ 20/603] lr: 1.0000e-03 eta: 1:23:43 time: 1.6572 data_time: 0.0443 memory: 5413 grad_norm: 0.9627 loss: 1.2775 2023/09/07 03:27:06 - mmengine - INFO - Epoch(train) [5][ 40/603] lr: 1.0000e-03 eta: 1:23:08 time: 1.6178 data_time: 0.0060 memory: 5413 grad_norm: 0.9579 loss: 1.2914 2023/09/07 03:27:38 - mmengine - INFO - Epoch(train) [5][ 60/603] lr: 1.0000e-03 eta: 1:22:33 time: 1.6164 data_time: 0.0055 memory: 5413 grad_norm: 0.9264 loss: 1.2379 2023/09/07 03:28:10 - mmengine - INFO - Epoch(train) [5][ 80/603] lr: 1.0000e-03 eta: 1:21:58 time: 1.6173 data_time: 0.0059 memory: 5413 grad_norm: 0.9212 loss: 1.2311 2023/09/07 03:28:43 - mmengine - INFO - Epoch(train) [5][100/603] lr: 1.0000e-03 eta: 1:21:23 time: 1.6161 data_time: 0.0059 memory: 5413 grad_norm: 0.9848 loss: 1.2516 2023/09/07 03:29:15 - mmengine - INFO - Epoch(train) [5][120/603] lr: 1.0000e-03 eta: 1:20:48 time: 1.6174 data_time: 0.0060 memory: 5413 grad_norm: 0.9189 loss: 1.2837 2023/09/07 03:29:47 - mmengine - INFO - Epoch(train) [5][140/603] lr: 1.0000e-03 eta: 1:20:14 time: 1.6141 data_time: 0.0057 memory: 5413 grad_norm: 0.8296 loss: 1.2054 2023/09/07 03:30:20 - mmengine - INFO - Epoch(train) [5][160/603] lr: 1.0000e-03 eta: 1:19:39 time: 1.6155 data_time: 0.0054 memory: 5413 grad_norm: 0.9438 loss: 1.3099 2023/09/07 03:30:52 - mmengine - INFO - Epoch(train) [5][180/603] lr: 1.0000e-03 eta: 1:19:04 time: 1.6176 data_time: 0.0056 memory: 5413 grad_norm: 0.8342 loss: 1.2189 2023/09/07 03:31:24 - mmengine - INFO - Epoch(train) [5][200/603] lr: 1.0000e-03 eta: 1:18:29 time: 1.6141 data_time: 0.0054 memory: 5413 grad_norm: 0.9605 loss: 1.2832 2023/09/07 03:31:56 - mmengine - INFO - Epoch(train) [5][220/603] lr: 1.0000e-03 eta: 1:17:55 time: 1.6149 data_time: 0.0051 memory: 5413 grad_norm: 0.8925 loss: 1.2824 2023/09/07 03:32:29 - mmengine - INFO - Epoch(train) [5][240/603] lr: 1.0000e-03 eta: 1:17:20 time: 1.6147 data_time: 0.0059 memory: 5413 grad_norm: 0.9379 loss: 1.3234 2023/09/07 03:33:01 - mmengine - INFO - Epoch(train) [5][260/603] lr: 1.0000e-03 eta: 1:16:45 time: 1.6153 data_time: 0.0057 memory: 5413 grad_norm: 0.8188 loss: 1.3045 2023/09/07 03:33:33 - mmengine - INFO - Epoch(train) [5][280/603] lr: 1.0000e-03 eta: 1:16:11 time: 1.6158 data_time: 0.0057 memory: 5413 grad_norm: 0.8355 loss: 1.2432 2023/09/07 03:34:06 - mmengine - INFO - Epoch(train) [5][300/603] lr: 1.0000e-03 eta: 1:15:36 time: 1.6140 data_time: 0.0055 memory: 5413 grad_norm: 0.8620 loss: 1.2545 2023/09/07 03:34:38 - mmengine - INFO - Epoch(train) [5][320/603] lr: 1.0000e-03 eta: 1:15:02 time: 1.6149 data_time: 0.0056 memory: 5413 grad_norm: 0.9494 loss: 1.3224 2023/09/07 03:35:10 - mmengine - INFO - Epoch(train) [5][340/603] lr: 1.0000e-03 eta: 1:14:27 time: 1.6157 data_time: 0.0061 memory: 5413 grad_norm: 0.9597 loss: 1.2210 2023/09/07 03:35:43 - mmengine - INFO - Epoch(train) [5][360/603] lr: 1.0000e-03 eta: 1:13:53 time: 1.6167 data_time: 0.0056 memory: 5413 grad_norm: 0.8570 loss: 1.3349 2023/09/07 03:36:15 - mmengine - INFO - Epoch(train) [5][380/603] lr: 1.0000e-03 eta: 1:13:18 time: 1.6147 data_time: 0.0054 memory: 5413 grad_norm: 0.8002 loss: 1.3368 2023/09/07 03:36:47 - mmengine - INFO - Epoch(train) [5][400/603] lr: 1.0000e-03 eta: 1:12:44 time: 1.6130 data_time: 0.0053 memory: 5413 grad_norm: 0.9008 loss: 1.2891 2023/09/07 03:37:19 - mmengine - INFO - Epoch(train) [5][420/603] lr: 1.0000e-03 eta: 1:12:09 time: 1.6159 data_time: 0.0057 memory: 5413 grad_norm: 0.8743 loss: 1.3158 2023/09/07 03:37:52 - mmengine - INFO - Epoch(train) [5][440/603] lr: 1.0000e-03 eta: 1:11:35 time: 1.6143 data_time: 0.0054 memory: 5413 grad_norm: 0.8173 loss: 1.3026 2023/09/07 03:38:24 - mmengine - INFO - Epoch(train) [5][460/603] lr: 1.0000e-03 eta: 1:11:01 time: 1.6161 data_time: 0.0055 memory: 5413 grad_norm: 1.0080 loss: 1.2926 2023/09/07 03:38:56 - mmengine - INFO - Epoch(train) [5][480/603] lr: 1.0000e-03 eta: 1:10:27 time: 1.6151 data_time: 0.0056 memory: 5413 grad_norm: 0.8520 loss: 1.3250 2023/09/07 03:39:29 - mmengine - INFO - Epoch(train) [5][500/603] lr: 1.0000e-03 eta: 1:09:52 time: 1.6143 data_time: 0.0056 memory: 5413 grad_norm: 0.7860 loss: 1.2656 2023/09/07 03:40:01 - mmengine - INFO - Epoch(train) [5][520/603] lr: 1.0000e-03 eta: 1:09:18 time: 1.6148 data_time: 0.0055 memory: 5413 grad_norm: 0.9532 loss: 1.2260 2023/09/07 03:40:33 - mmengine - INFO - Epoch(train) [5][540/603] lr: 1.0000e-03 eta: 1:08:44 time: 1.6154 data_time: 0.0054 memory: 5413 grad_norm: 0.8570 loss: 1.2362 2023/09/07 03:41:06 - mmengine - INFO - Epoch(train) [5][560/603] lr: 1.0000e-03 eta: 1:08:10 time: 1.6124 data_time: 0.0052 memory: 5413 grad_norm: 0.8449 loss: 1.3692 2023/09/07 03:41:38 - mmengine - INFO - Epoch(train) [5][580/603] lr: 1.0000e-03 eta: 1:07:36 time: 1.6167 data_time: 0.0054 memory: 5413 grad_norm: 0.8541 loss: 1.2314 2023/09/07 03:41:51 - mmengine - INFO - Exp name: bmn_2xb8-400x100-9e_activitynet-feature_20230907_020847 2023/09/07 03:42:10 - mmengine - INFO - Epoch(train) [5][600/603] lr: 1.0000e-03 eta: 1:07:01 time: 1.6164 data_time: 0.0059 memory: 5413 grad_norm: 0.8965 loss: 1.2288 2023/09/07 03:42:15 - mmengine - INFO - Exp name: bmn_2xb8-400x100-9e_activitynet-feature_20230907_020847 2023/09/07 03:42:15 - mmengine - INFO - Epoch(train) [5][603/603] lr: 1.0000e-03 eta: 1:06:56 time: 1.6165 data_time: 0.0059 memory: 5413 grad_norm: 0.9091 loss: 1.2251 2023/09/07 03:42:15 - mmengine - INFO - Saving checkpoint at 5 epochs 2023/09/07 03:42:18 - mmengine - INFO - Epoch(val) [5][ 20/2364] eta: 0:02:15 time: 0.0580 data_time: 0.0077 memory: 906 2023/09/07 03:42:19 - mmengine - INFO - Epoch(val) [5][ 40/2364] eta: 0:01:59 time: 0.0450 data_time: 0.0009 memory: 906 2023/09/07 03:42:19 - mmengine - INFO - Epoch(val) [5][ 60/2364] eta: 0:01:52 time: 0.0437 data_time: 0.0009 memory: 906 2023/09/07 03:42:20 - mmengine - INFO - Epoch(val) [5][ 80/2364] eta: 0:01:51 time: 0.0487 data_time: 0.0009 memory: 906 2023/09/07 03:42:21 - mmengine - INFO - Epoch(val) [5][ 100/2364] eta: 0:01:51 time: 0.0508 data_time: 0.0010 memory: 906 2023/09/07 03:42:22 - mmengine - INFO - Epoch(val) [5][ 120/2364] eta: 0:01:50 time: 0.0504 data_time: 0.0010 memory: 906 2023/09/07 03:42:23 - mmengine - INFO - Epoch(val) [5][ 140/2364] eta: 0:01:49 time: 0.0484 data_time: 0.0010 memory: 906 2023/09/07 03:42:24 - mmengine - INFO - Epoch(val) [5][ 160/2364] eta: 0:01:48 time: 0.0489 data_time: 0.0009 memory: 906 2023/09/07 03:42:25 - mmengine - INFO - Epoch(val) [5][ 180/2364] eta: 0:01:46 time: 0.0455 data_time: 0.0009 memory: 906 2023/09/07 03:42:26 - mmengine - INFO - Epoch(val) [5][ 200/2364] eta: 0:01:46 time: 0.0537 data_time: 0.0009 memory: 906 2023/09/07 03:42:27 - mmengine - INFO - Epoch(val) [5][ 220/2364] eta: 0:01:44 time: 0.0446 data_time: 0.0009 memory: 906 2023/09/07 03:42:28 - mmengine - INFO - Epoch(val) [5][ 240/2364] eta: 0:01:42 time: 0.0441 data_time: 0.0010 memory: 906 2023/09/07 03:42:29 - mmengine - INFO - Epoch(val) [5][ 260/2364] eta: 0:01:42 time: 0.0524 data_time: 0.0009 memory: 906 2023/09/07 03:42:30 - mmengine - INFO - Epoch(val) [5][ 280/2364] eta: 0:01:42 time: 0.0546 data_time: 0.0009 memory: 906 2023/09/07 03:42:31 - mmengine - INFO - Epoch(val) [5][ 300/2364] eta: 0:01:41 time: 0.0498 data_time: 0.0009 memory: 906 2023/09/07 03:42:32 - mmengine - INFO - Epoch(val) [5][ 320/2364] eta: 0:01:40 time: 0.0478 data_time: 0.0009 memory: 906 2023/09/07 03:42:33 - mmengine - INFO - Epoch(val) [5][ 340/2364] eta: 0:01:38 time: 0.0449 data_time: 0.0009 memory: 906 2023/09/07 03:42:34 - mmengine - INFO - Epoch(val) [5][ 360/2364] eta: 0:01:37 time: 0.0422 data_time: 0.0009 memory: 906 2023/09/07 03:42:35 - mmengine - INFO - Epoch(val) [5][ 380/2364] eta: 0:01:35 time: 0.0448 data_time: 0.0009 memory: 906 2023/09/07 03:42:36 - mmengine - INFO - Epoch(val) [5][ 400/2364] eta: 0:01:35 time: 0.0499 data_time: 0.0010 memory: 906 2023/09/07 03:42:37 - mmengine - INFO - Epoch(val) [5][ 420/2364] eta: 0:01:34 time: 0.0547 data_time: 0.0010 memory: 906 2023/09/07 03:42:38 - mmengine - INFO - Epoch(val) [5][ 440/2364] eta: 0:01:33 time: 0.0492 data_time: 0.0010 memory: 906 2023/09/07 03:42:39 - mmengine - INFO - Epoch(val) [5][ 460/2364] eta: 0:01:32 time: 0.0425 data_time: 0.0009 memory: 906 2023/09/07 03:42:40 - mmengine - INFO - Epoch(val) [5][ 480/2364] eta: 0:01:31 time: 0.0464 data_time: 0.0008 memory: 906 2023/09/07 03:42:41 - mmengine - INFO - Epoch(val) [5][ 500/2364] eta: 0:01:29 time: 0.0379 data_time: 0.0009 memory: 906 2023/09/07 03:42:41 - mmengine - INFO - Epoch(val) [5][ 520/2364] eta: 0:01:28 time: 0.0462 data_time: 0.0009 memory: 906 2023/09/07 03:42:42 - mmengine - INFO - Epoch(val) [5][ 540/2364] eta: 0:01:27 time: 0.0463 data_time: 0.0010 memory: 906 2023/09/07 03:42:43 - mmengine - INFO - Epoch(val) [5][ 560/2364] eta: 0:01:26 time: 0.0472 data_time: 0.0009 memory: 906 2023/09/07 03:42:44 - mmengine - INFO - Epoch(val) [5][ 580/2364] eta: 0:01:25 time: 0.0491 data_time: 0.0010 memory: 906 2023/09/07 03:42:45 - mmengine - INFO - Epoch(val) [5][ 600/2364] eta: 0:01:24 time: 0.0475 data_time: 0.0009 memory: 906 2023/09/07 03:42:46 - mmengine - INFO - Epoch(val) [5][ 620/2364] eta: 0:01:23 time: 0.0438 data_time: 0.0010 memory: 906 2023/09/07 03:42:47 - mmengine - INFO - Epoch(val) [5][ 640/2364] eta: 0:01:21 time: 0.0421 data_time: 0.0009 memory: 906 2023/09/07 03:42:48 - mmengine - INFO - Epoch(val) [5][ 660/2364] eta: 0:01:21 time: 0.0528 data_time: 0.0009 memory: 906 2023/09/07 03:42:49 - mmengine - INFO - Epoch(val) [5][ 680/2364] eta: 0:01:20 time: 0.0599 data_time: 0.0009 memory: 906 2023/09/07 03:42:50 - mmengine - INFO - Epoch(val) [5][ 700/2364] eta: 0:01:19 time: 0.0404 data_time: 0.0009 memory: 906 2023/09/07 03:42:51 - mmengine - INFO - Epoch(val) [5][ 720/2364] eta: 0:01:18 time: 0.0511 data_time: 0.0009 memory: 906 2023/09/07 03:42:52 - mmengine - INFO - Epoch(val) [5][ 740/2364] eta: 0:01:17 time: 0.0489 data_time: 0.0009 memory: 906 2023/09/07 03:42:53 - mmengine - INFO - Epoch(val) [5][ 760/2364] eta: 0:01:16 time: 0.0399 data_time: 0.0009 memory: 906 2023/09/07 03:42:54 - mmengine - INFO - Epoch(val) [5][ 780/2364] eta: 0:01:15 time: 0.0495 data_time: 0.0009 memory: 906 2023/09/07 03:42:55 - mmengine - INFO - Epoch(val) [5][ 800/2364] eta: 0:01:14 time: 0.0382 data_time: 0.0009 memory: 906 2023/09/07 03:42:56 - mmengine - INFO - Epoch(val) [5][ 820/2364] eta: 0:01:13 time: 0.0487 data_time: 0.0009 memory: 906 2023/09/07 03:42:57 - mmengine - INFO - Epoch(val) [5][ 840/2364] eta: 0:01:12 time: 0.0505 data_time: 0.0010 memory: 906 2023/09/07 03:42:57 - mmengine - INFO - Epoch(val) [5][ 860/2364] eta: 0:01:11 time: 0.0379 data_time: 0.0009 memory: 906 2023/09/07 03:42:58 - mmengine - INFO - Epoch(val) [5][ 880/2364] eta: 0:01:10 time: 0.0492 data_time: 0.0010 memory: 906 2023/09/07 03:42:59 - mmengine - INFO - Epoch(val) [5][ 900/2364] eta: 0:01:09 time: 0.0472 data_time: 0.0010 memory: 906 2023/09/07 03:43:00 - mmengine - INFO - Epoch(val) [5][ 920/2364] eta: 0:01:08 time: 0.0480 data_time: 0.0009 memory: 906 2023/09/07 03:43:01 - mmengine - INFO - Epoch(val) [5][ 940/2364] eta: 0:01:07 time: 0.0366 data_time: 0.0009 memory: 906 2023/09/07 03:43:02 - mmengine - INFO - Epoch(val) [5][ 960/2364] eta: 0:01:06 time: 0.0489 data_time: 0.0009 memory: 906 2023/09/07 03:43:03 - mmengine - INFO - Epoch(val) [5][ 980/2364] eta: 0:01:05 time: 0.0505 data_time: 0.0009 memory: 906 2023/09/07 03:43:04 - mmengine - INFO - Epoch(val) [5][1000/2364] eta: 0:01:04 time: 0.0433 data_time: 0.0009 memory: 906 2023/09/07 03:43:05 - mmengine - INFO - Epoch(val) [5][1020/2364] eta: 0:01:03 time: 0.0483 data_time: 0.0009 memory: 906 2023/09/07 03:43:06 - mmengine - INFO - Epoch(val) [5][1040/2364] eta: 0:01:02 time: 0.0506 data_time: 0.0009 memory: 906 2023/09/07 03:43:07 - mmengine - INFO - Epoch(val) [5][1060/2364] eta: 0:01:01 time: 0.0439 data_time: 0.0009 memory: 906 2023/09/07 03:43:08 - mmengine - INFO - Epoch(val) [5][1080/2364] eta: 0:01:00 time: 0.0504 data_time: 0.0009 memory: 906 2023/09/07 03:43:09 - mmengine - INFO - Epoch(val) [5][1100/2364] eta: 0:00:59 time: 0.0483 data_time: 0.0010 memory: 906 2023/09/07 03:43:10 - mmengine - INFO - Epoch(val) [5][1120/2364] eta: 0:00:58 time: 0.0486 data_time: 0.0009 memory: 906 2023/09/07 03:43:11 - mmengine - INFO - Epoch(val) [5][1140/2364] eta: 0:00:58 time: 0.0499 data_time: 0.0009 memory: 906 2023/09/07 03:43:12 - mmengine - INFO - Epoch(val) [5][1160/2364] eta: 0:00:57 time: 0.0523 data_time: 0.0010 memory: 906 2023/09/07 03:43:13 - mmengine - INFO - Epoch(val) [5][1180/2364] eta: 0:00:56 time: 0.0480 data_time: 0.0010 memory: 906 2023/09/07 03:43:14 - mmengine - INFO - Epoch(val) [5][1200/2364] eta: 0:00:55 time: 0.0485 data_time: 0.0009 memory: 906 2023/09/07 03:43:15 - mmengine - INFO - Epoch(val) [5][1220/2364] eta: 0:00:54 time: 0.0561 data_time: 0.0009 memory: 906 2023/09/07 03:43:16 - mmengine - INFO - Epoch(val) [5][1240/2364] eta: 0:00:53 time: 0.0498 data_time: 0.0009 memory: 906 2023/09/07 03:43:17 - mmengine - INFO - Epoch(val) [5][1260/2364] eta: 0:00:52 time: 0.0393 data_time: 0.0009 memory: 906 2023/09/07 03:43:17 - mmengine - INFO - Epoch(val) [5][1280/2364] eta: 0:00:51 time: 0.0478 data_time: 0.0011 memory: 906 2023/09/07 03:43:18 - mmengine - INFO - Epoch(val) [5][1300/2364] eta: 0:00:50 time: 0.0490 data_time: 0.0010 memory: 906 2023/09/07 03:43:20 - mmengine - INFO - Epoch(val) [5][1320/2364] eta: 0:00:49 time: 0.0546 data_time: 0.0009 memory: 906 2023/09/07 03:43:21 - mmengine - INFO - Epoch(val) [5][1340/2364] eta: 0:00:48 time: 0.0505 data_time: 0.0009 memory: 906 2023/09/07 03:43:21 - mmengine - INFO - Epoch(val) [5][1360/2364] eta: 0:00:47 time: 0.0445 data_time: 0.0009 memory: 906 2023/09/07 03:43:22 - mmengine - INFO - Epoch(val) [5][1380/2364] eta: 0:00:46 time: 0.0478 data_time: 0.0009 memory: 906 2023/09/07 03:43:23 - mmengine - INFO - Epoch(val) [5][1400/2364] eta: 0:00:46 time: 0.0501 data_time: 0.0009 memory: 906 2023/09/07 03:43:24 - mmengine - INFO - Epoch(val) [5][1420/2364] eta: 0:00:44 time: 0.0340 data_time: 0.0009 memory: 906 2023/09/07 03:43:25 - mmengine - INFO - Epoch(val) [5][1440/2364] eta: 0:00:43 time: 0.0499 data_time: 0.0009 memory: 906 2023/09/07 03:43:26 - mmengine - INFO - Epoch(val) [5][1460/2364] eta: 0:00:43 time: 0.0490 data_time: 0.0010 memory: 906 2023/09/07 03:43:27 - mmengine - INFO - Epoch(val) [5][1480/2364] eta: 0:00:42 time: 0.0480 data_time: 0.0010 memory: 906 2023/09/07 03:43:28 - mmengine - INFO - Epoch(val) [5][1500/2364] eta: 0:00:41 time: 0.0429 data_time: 0.0009 memory: 906 2023/09/07 03:43:29 - mmengine - INFO - Epoch(val) [5][1520/2364] eta: 0:00:40 time: 0.0471 data_time: 0.0009 memory: 906 2023/09/07 03:43:30 - mmengine - INFO - Epoch(val) [5][1540/2364] eta: 0:00:39 time: 0.0530 data_time: 0.0010 memory: 906 2023/09/07 03:43:31 - mmengine - INFO - Epoch(val) [5][1560/2364] eta: 0:00:38 time: 0.0602 data_time: 0.0009 memory: 906 2023/09/07 03:43:32 - mmengine - INFO - Epoch(val) [5][1580/2364] eta: 0:00:37 time: 0.0489 data_time: 0.0009 memory: 906 2023/09/07 03:43:33 - mmengine - INFO - Epoch(val) [5][1600/2364] eta: 0:00:36 time: 0.0424 data_time: 0.0009 memory: 906 2023/09/07 03:43:34 - mmengine - INFO - Epoch(val) [5][1620/2364] eta: 0:00:35 time: 0.0471 data_time: 0.0009 memory: 906 2023/09/07 03:43:35 - mmengine - INFO - Epoch(val) [5][1640/2364] eta: 0:00:34 time: 0.0479 data_time: 0.0009 memory: 906 2023/09/07 03:43:36 - mmengine - INFO - Epoch(val) [5][1660/2364] eta: 0:00:33 time: 0.0519 data_time: 0.0009 memory: 906 2023/09/07 03:43:37 - mmengine - INFO - Epoch(val) [5][1680/2364] eta: 0:00:32 time: 0.0482 data_time: 0.0009 memory: 906 2023/09/07 03:43:38 - mmengine - INFO - Epoch(val) [5][1700/2364] eta: 0:00:31 time: 0.0517 data_time: 0.0011 memory: 906 2023/09/07 03:43:39 - mmengine - INFO - Epoch(val) [5][1720/2364] eta: 0:00:30 time: 0.0512 data_time: 0.0009 memory: 906 2023/09/07 03:43:40 - mmengine - INFO - Epoch(val) [5][1740/2364] eta: 0:00:29 time: 0.0560 data_time: 0.0009 memory: 906 2023/09/07 03:43:41 - mmengine - INFO - Epoch(val) [5][1760/2364] eta: 0:00:28 time: 0.0449 data_time: 0.0009 memory: 906 2023/09/07 03:43:42 - mmengine - INFO - Epoch(val) [5][1780/2364] eta: 0:00:28 time: 0.0674 data_time: 0.0010 memory: 906 2023/09/07 03:43:43 - mmengine - INFO - Epoch(val) [5][1800/2364] eta: 0:00:27 time: 0.0414 data_time: 0.0009 memory: 906 2023/09/07 03:43:44 - mmengine - INFO - Epoch(val) [5][1820/2364] eta: 0:00:26 time: 0.0512 data_time: 0.0009 memory: 906 2023/09/07 03:43:45 - mmengine - INFO - Epoch(val) [5][1840/2364] eta: 0:00:25 time: 0.0380 data_time: 0.0010 memory: 906 2023/09/07 03:43:46 - mmengine - INFO - Epoch(val) [5][1860/2364] eta: 0:00:24 time: 0.0407 data_time: 0.0010 memory: 906 2023/09/07 03:43:47 - mmengine - INFO - Epoch(val) [5][1880/2364] eta: 0:00:23 time: 0.0474 data_time: 0.0009 memory: 906 2023/09/07 03:43:48 - mmengine - INFO - Epoch(val) [5][1900/2364] eta: 0:00:22 time: 0.0467 data_time: 0.0009 memory: 906 2023/09/07 03:43:48 - mmengine - INFO - Epoch(val) [5][1920/2364] eta: 0:00:21 time: 0.0376 data_time: 0.0009 memory: 906 2023/09/07 03:43:49 - mmengine - INFO - Epoch(val) [5][1940/2364] eta: 0:00:20 time: 0.0514 data_time: 0.0010 memory: 906 2023/09/07 03:43:50 - mmengine - INFO - Epoch(val) [5][1960/2364] eta: 0:00:19 time: 0.0457 data_time: 0.0009 memory: 906 2023/09/07 03:43:51 - mmengine - INFO - Epoch(val) [5][1980/2364] eta: 0:00:18 time: 0.0422 data_time: 0.0010 memory: 906 2023/09/07 03:43:52 - mmengine - INFO - Epoch(val) [5][2000/2364] eta: 0:00:17 time: 0.0457 data_time: 0.0009 memory: 906 2023/09/07 03:43:53 - mmengine - INFO - Epoch(val) [5][2020/2364] eta: 0:00:16 time: 0.0451 data_time: 0.0009 memory: 906 2023/09/07 03:43:54 - mmengine - INFO - Epoch(val) [5][2040/2364] eta: 0:00:15 time: 0.0457 data_time: 0.0009 memory: 906 2023/09/07 03:43:55 - mmengine - INFO - Epoch(val) [5][2060/2364] eta: 0:00:14 time: 0.0378 data_time: 0.0009 memory: 906 2023/09/07 03:43:56 - mmengine - INFO - Epoch(val) [5][2080/2364] eta: 0:00:13 time: 0.0467 data_time: 0.0015 memory: 906 2023/09/07 03:43:57 - mmengine - INFO - Epoch(val) [5][2100/2364] eta: 0:00:12 time: 0.0536 data_time: 0.0010 memory: 906 2023/09/07 03:43:58 - mmengine - INFO - Epoch(val) [5][2120/2364] eta: 0:00:11 time: 0.0498 data_time: 0.0009 memory: 906 2023/09/07 03:43:58 - mmengine - INFO - Epoch(val) [5][2140/2364] eta: 0:00:10 time: 0.0426 data_time: 0.0009 memory: 906 2023/09/07 03:43:59 - mmengine - INFO - Epoch(val) [5][2160/2364] eta: 0:00:09 time: 0.0465 data_time: 0.0010 memory: 906 2023/09/07 03:44:00 - mmengine - INFO - Epoch(val) [5][2180/2364] eta: 0:00:08 time: 0.0486 data_time: 0.0009 memory: 906 2023/09/07 03:44:01 - mmengine - INFO - Epoch(val) [5][2200/2364] eta: 0:00:07 time: 0.0486 data_time: 0.0010 memory: 906 2023/09/07 03:44:02 - mmengine - INFO - Epoch(val) [5][2220/2364] eta: 0:00:06 time: 0.0476 data_time: 0.0009 memory: 906 2023/09/07 03:44:03 - mmengine - INFO - Epoch(val) [5][2240/2364] eta: 0:00:05 time: 0.0473 data_time: 0.0009 memory: 906 2023/09/07 03:44:04 - mmengine - INFO - Epoch(val) [5][2260/2364] eta: 0:00:04 time: 0.0416 data_time: 0.0009 memory: 906 2023/09/07 03:44:05 - mmengine - INFO - Epoch(val) [5][2280/2364] eta: 0:00:03 time: 0.0504 data_time: 0.0009 memory: 906 2023/09/07 03:44:06 - mmengine - INFO - Epoch(val) [5][2300/2364] eta: 0:00:03 time: 0.0474 data_time: 0.0009 memory: 906 2023/09/07 03:44:07 - mmengine - INFO - Epoch(val) [5][2320/2364] eta: 0:00:02 time: 0.0451 data_time: 0.0009 memory: 906 2023/09/07 03:44:08 - mmengine - INFO - Epoch(val) [5][2340/2364] eta: 0:00:01 time: 0.0527 data_time: 0.0009 memory: 906 2023/09/07 03:44:09 - mmengine - INFO - Epoch(val) [5][2360/2364] eta: 0:00:00 time: 0.0422 data_time: 0.0009 memory: 906 2023/09/07 03:44:36 - mmengine - INFO - Epoch(val) [5][2364/2364] auc: 66.8731 AR@1: 0.3360 AR@5: 0.5043 AR@10: 0.5786 AR@100: 0.7142 data_time: 0.0010 time: 0.0476 2023/09/07 03:45:09 - mmengine - INFO - Epoch(train) [6][ 20/603] lr: 1.0000e-03 eta: 1:06:23 time: 1.6729 data_time: 0.0603 memory: 5413 grad_norm: 0.8665 loss: 1.3048 2023/09/07 03:45:41 - mmengine - INFO - Epoch(train) [6][ 40/603] lr: 1.0000e-03 eta: 1:05:49 time: 1.6136 data_time: 0.0056 memory: 5413 grad_norm: 0.8959 loss: 1.2403 2023/09/07 03:46:14 - mmengine - INFO - Epoch(train) [6][ 60/603] lr: 1.0000e-03 eta: 1:05:15 time: 1.6128 data_time: 0.0053 memory: 5413 grad_norm: 0.8524 loss: 1.2400 2023/09/07 03:46:46 - mmengine - INFO - Epoch(train) [6][ 80/603] lr: 1.0000e-03 eta: 1:04:41 time: 1.6135 data_time: 0.0057 memory: 5413 grad_norm: 0.9287 loss: 1.1484 2023/09/07 03:47:18 - mmengine - INFO - Epoch(train) [6][100/603] lr: 1.0000e-03 eta: 1:04:07 time: 1.6133 data_time: 0.0057 memory: 5413 grad_norm: 0.8028 loss: 1.2957 2023/09/07 03:47:50 - mmengine - INFO - Epoch(train) [6][120/603] lr: 1.0000e-03 eta: 1:03:33 time: 1.6135 data_time: 0.0057 memory: 5413 grad_norm: 0.9001 loss: 1.2742 2023/09/07 03:48:23 - mmengine - INFO - Epoch(train) [6][140/603] lr: 1.0000e-03 eta: 1:02:59 time: 1.6138 data_time: 0.0054 memory: 5413 grad_norm: 0.9034 loss: 1.2149 2023/09/07 03:48:55 - mmengine - INFO - Epoch(train) [6][160/603] lr: 1.0000e-03 eta: 1:02:25 time: 1.6148 data_time: 0.0056 memory: 5413 grad_norm: 0.8301 loss: 1.3003 2023/09/07 03:49:27 - mmengine - INFO - Epoch(train) [6][180/603] lr: 1.0000e-03 eta: 1:01:51 time: 1.6148 data_time: 0.0062 memory: 5413 grad_norm: 0.8567 loss: 1.2670 2023/09/07 03:50:00 - mmengine - INFO - Epoch(train) [6][200/603] lr: 1.0000e-03 eta: 1:01:17 time: 1.6136 data_time: 0.0053 memory: 5413 grad_norm: 0.7782 loss: 1.1570 2023/09/07 03:50:32 - mmengine - INFO - Epoch(train) [6][220/603] lr: 1.0000e-03 eta: 1:00:43 time: 1.6142 data_time: 0.0057 memory: 5413 grad_norm: 0.8869 loss: 1.2802 2023/09/07 03:51:04 - mmengine - INFO - Epoch(train) [6][240/603] lr: 1.0000e-03 eta: 1:00:09 time: 1.6134 data_time: 0.0057 memory: 5413 grad_norm: 0.8203 loss: 1.2165 2023/09/07 03:51:36 - mmengine - INFO - Epoch(train) [6][260/603] lr: 1.0000e-03 eta: 0:59:35 time: 1.6138 data_time: 0.0055 memory: 5413 grad_norm: 0.8050 loss: 1.3365 2023/09/07 03:52:09 - mmengine - INFO - Epoch(train) [6][280/603] lr: 1.0000e-03 eta: 0:59:01 time: 1.6154 data_time: 0.0059 memory: 5413 grad_norm: 0.9048 loss: 1.2175 2023/09/07 03:52:41 - mmengine - INFO - Epoch(train) [6][300/603] lr: 1.0000e-03 eta: 0:58:28 time: 1.6123 data_time: 0.0054 memory: 5413 grad_norm: 0.8619 loss: 1.2090 2023/09/07 03:53:13 - mmengine - INFO - Epoch(train) [6][320/603] lr: 1.0000e-03 eta: 0:57:54 time: 1.6123 data_time: 0.0055 memory: 5413 grad_norm: 0.9506 loss: 1.2339 2023/09/07 03:53:45 - mmengine - INFO - Epoch(train) [6][340/603] lr: 1.0000e-03 eta: 0:57:20 time: 1.6128 data_time: 0.0056 memory: 5413 grad_norm: 0.7990 loss: 1.2414 2023/09/07 03:54:18 - mmengine - INFO - Epoch(train) [6][360/603] lr: 1.0000e-03 eta: 0:56:46 time: 1.6123 data_time: 0.0051 memory: 5413 grad_norm: 0.7683 loss: 1.2643 2023/09/07 03:54:50 - mmengine - INFO - Epoch(train) [6][380/603] lr: 1.0000e-03 eta: 0:56:12 time: 1.6122 data_time: 0.0058 memory: 5413 grad_norm: 0.8147 loss: 1.2283 2023/09/07 03:55:22 - mmengine - INFO - Epoch(train) [6][400/603] lr: 1.0000e-03 eta: 0:55:39 time: 1.6134 data_time: 0.0052 memory: 5413 grad_norm: 0.8554 loss: 1.3216 2023/09/07 03:55:55 - mmengine - INFO - Epoch(train) [6][420/603] lr: 1.0000e-03 eta: 0:55:05 time: 1.6145 data_time: 0.0060 memory: 5413 grad_norm: 0.9134 loss: 1.3393 2023/09/07 03:56:27 - mmengine - INFO - Epoch(train) [6][440/603] lr: 1.0000e-03 eta: 0:54:31 time: 1.6136 data_time: 0.0057 memory: 5413 grad_norm: 0.8636 loss: 1.1017 2023/09/07 03:56:59 - mmengine - INFO - Epoch(train) [6][460/603] lr: 1.0000e-03 eta: 0:53:58 time: 1.6137 data_time: 0.0056 memory: 5413 grad_norm: 0.8422 loss: 1.3041 2023/09/07 03:57:31 - mmengine - INFO - Epoch(train) [6][480/603] lr: 1.0000e-03 eta: 0:53:24 time: 1.6116 data_time: 0.0053 memory: 5413 grad_norm: 0.8353 loss: 1.3444 2023/09/07 03:58:04 - mmengine - INFO - Epoch(train) [6][500/603] lr: 1.0000e-03 eta: 0:52:50 time: 1.6122 data_time: 0.0053 memory: 5413 grad_norm: 0.8542 loss: 1.3016 2023/09/07 03:58:36 - mmengine - INFO - Epoch(train) [6][520/603] lr: 1.0000e-03 eta: 0:52:16 time: 1.6125 data_time: 0.0054 memory: 5413 grad_norm: 0.8952 loss: 1.3010 2023/09/07 03:59:08 - mmengine - INFO - Epoch(train) [6][540/603] lr: 1.0000e-03 eta: 0:51:43 time: 1.6138 data_time: 0.0056 memory: 5413 grad_norm: 0.9244 loss: 1.3398 2023/09/07 03:59:40 - mmengine - INFO - Epoch(train) [6][560/603] lr: 1.0000e-03 eta: 0:51:09 time: 1.6143 data_time: 0.0055 memory: 5413 grad_norm: 1.0039 loss: 1.2385 2023/09/07 04:00:13 - mmengine - INFO - Epoch(train) [6][580/603] lr: 1.0000e-03 eta: 0:50:36 time: 1.6136 data_time: 0.0053 memory: 5413 grad_norm: 0.9030 loss: 1.3172 2023/09/07 04:00:45 - mmengine - INFO - Epoch(train) [6][600/603] lr: 1.0000e-03 eta: 0:50:02 time: 1.6141 data_time: 0.0052 memory: 5413 grad_norm: 0.7872 loss: 1.2616 2023/09/07 04:00:50 - mmengine - INFO - Exp name: bmn_2xb8-400x100-9e_activitynet-feature_20230907_020847 2023/09/07 04:00:50 - mmengine - INFO - Epoch(train) [6][603/603] lr: 1.0000e-03 eta: 0:49:57 time: 1.6139 data_time: 0.0050 memory: 5413 grad_norm: 0.8420 loss: 1.2603 2023/09/07 04:00:50 - mmengine - INFO - Saving checkpoint at 6 epochs 2023/09/07 04:00:52 - mmengine - INFO - Epoch(val) [6][ 20/2364] eta: 0:02:06 time: 0.0540 data_time: 0.0091 memory: 906 2023/09/07 04:00:53 - mmengine - INFO - Epoch(val) [6][ 40/2364] eta: 0:01:48 time: 0.0395 data_time: 0.0010 memory: 906 2023/09/07 04:00:54 - mmengine - INFO - Epoch(val) [6][ 60/2364] eta: 0:01:39 time: 0.0367 data_time: 0.0009 memory: 906 2023/09/07 04:00:55 - mmengine - INFO - Epoch(val) [6][ 80/2364] eta: 0:01:39 time: 0.0448 data_time: 0.0009 memory: 906 2023/09/07 04:00:56 - mmengine - INFO - Epoch(val) [6][ 100/2364] eta: 0:01:38 time: 0.0432 data_time: 0.0009 memory: 906 2023/09/07 04:00:56 - mmengine - INFO - Epoch(val) [6][ 120/2364] eta: 0:01:36 time: 0.0402 data_time: 0.0009 memory: 906 2023/09/07 04:00:57 - mmengine - INFO - Epoch(val) [6][ 140/2364] eta: 0:01:35 time: 0.0438 data_time: 0.0009 memory: 906 2023/09/07 04:00:58 - mmengine - INFO - Epoch(val) [6][ 160/2364] eta: 0:01:35 time: 0.0432 data_time: 0.0009 memory: 906 2023/09/07 04:00:59 - mmengine - INFO - Epoch(val) [6][ 180/2364] eta: 0:01:34 time: 0.0439 data_time: 0.0009 memory: 906 2023/09/07 04:01:00 - mmengine - INFO - Epoch(val) [6][ 200/2364] eta: 0:01:34 time: 0.0494 data_time: 0.0010 memory: 906 2023/09/07 04:01:01 - mmengine - INFO - Epoch(val) [6][ 220/2364] eta: 0:01:33 time: 0.0426 data_time: 0.0009 memory: 906 2023/09/07 04:01:02 - mmengine - INFO - Epoch(val) [6][ 240/2364] eta: 0:01:33 time: 0.0468 data_time: 0.0010 memory: 906 2023/09/07 04:01:03 - mmengine - INFO - Epoch(val) [6][ 260/2364] eta: 0:01:32 time: 0.0447 data_time: 0.0009 memory: 906 2023/09/07 04:01:04 - mmengine - INFO - Epoch(val) [6][ 280/2364] eta: 0:01:32 time: 0.0505 data_time: 0.0009 memory: 906 2023/09/07 04:01:05 - mmengine - INFO - Epoch(val) [6][ 300/2364] eta: 0:01:31 time: 0.0444 data_time: 0.0009 memory: 906 2023/09/07 04:01:06 - mmengine - INFO - Epoch(val) [6][ 320/2364] eta: 0:01:31 time: 0.0451 data_time: 0.0009 memory: 906 2023/09/07 04:01:06 - mmengine - INFO - Epoch(val) [6][ 340/2364] eta: 0:01:29 time: 0.0411 data_time: 0.0009 memory: 906 2023/09/07 04:01:07 - mmengine - INFO - Epoch(val) [6][ 360/2364] eta: 0:01:28 time: 0.0390 data_time: 0.0009 memory: 906 2023/09/07 04:01:08 - mmengine - INFO - Epoch(val) [6][ 380/2364] eta: 0:01:26 time: 0.0393 data_time: 0.0009 memory: 906 2023/09/07 04:01:09 - mmengine - INFO - Epoch(val) [6][ 400/2364] eta: 0:01:26 time: 0.0452 data_time: 0.0009 memory: 906 2023/09/07 04:01:10 - mmengine - INFO - Epoch(val) [6][ 420/2364] eta: 0:01:25 time: 0.0478 data_time: 0.0009 memory: 906 2023/09/07 04:01:11 - mmengine - INFO - Epoch(val) [6][ 440/2364] eta: 0:01:24 time: 0.0434 data_time: 0.0009 memory: 906 2023/09/07 04:01:11 - mmengine - INFO - Epoch(val) [6][ 460/2364] eta: 0:01:23 time: 0.0385 data_time: 0.0009 memory: 906 2023/09/07 04:01:12 - mmengine - INFO - Epoch(val) [6][ 480/2364] eta: 0:01:22 time: 0.0419 data_time: 0.0009 memory: 906 2023/09/07 04:01:13 - mmengine - INFO - Epoch(val) [6][ 500/2364] eta: 0:01:21 time: 0.0386 data_time: 0.0009 memory: 906 2023/09/07 04:01:14 - mmengine - INFO - Epoch(val) [6][ 520/2364] eta: 0:01:19 time: 0.0388 data_time: 0.0009 memory: 906 2023/09/07 04:01:15 - mmengine - INFO - Epoch(val) [6][ 540/2364] eta: 0:01:18 time: 0.0376 data_time: 0.0009 memory: 906 2023/09/07 04:01:16 - mmengine - INFO - Epoch(val) [6][ 560/2364] eta: 0:01:17 time: 0.0441 data_time: 0.0009 memory: 906 2023/09/07 04:01:16 - mmengine - INFO - Epoch(val) [6][ 580/2364] eta: 0:01:16 time: 0.0435 data_time: 0.0009 memory: 906 2023/09/07 04:01:17 - mmengine - INFO - Epoch(val) [6][ 600/2364] eta: 0:01:16 time: 0.0409 data_time: 0.0009 memory: 906 2023/09/07 04:01:18 - mmengine - INFO - Epoch(val) [6][ 620/2364] eta: 0:01:15 time: 0.0436 data_time: 0.0009 memory: 906 2023/09/07 04:01:19 - mmengine - INFO - Epoch(val) [6][ 640/2364] eta: 0:01:14 time: 0.0388 data_time: 0.0009 memory: 906 2023/09/07 04:01:20 - mmengine - INFO - Epoch(val) [6][ 660/2364] eta: 0:01:13 time: 0.0488 data_time: 0.0009 memory: 906 2023/09/07 04:01:21 - mmengine - INFO - Epoch(val) [6][ 680/2364] eta: 0:01:13 time: 0.0554 data_time: 0.0009 memory: 906 2023/09/07 04:01:22 - mmengine - INFO - Epoch(val) [6][ 700/2364] eta: 0:01:11 time: 0.0343 data_time: 0.0009 memory: 906 2023/09/07 04:01:23 - mmengine - INFO - Epoch(val) [6][ 720/2364] eta: 0:01:11 time: 0.0454 data_time: 0.0008 memory: 906 2023/09/07 04:01:23 - mmengine - INFO - Epoch(val) [6][ 740/2364] eta: 0:01:10 time: 0.0462 data_time: 0.0010 memory: 906 2023/09/07 04:01:24 - mmengine - INFO - Epoch(val) [6][ 760/2364] eta: 0:01:09 time: 0.0351 data_time: 0.0009 memory: 906 2023/09/07 04:01:25 - mmengine - INFO - Epoch(val) [6][ 780/2364] eta: 0:01:08 time: 0.0461 data_time: 0.0011 memory: 906 2023/09/07 04:01:26 - mmengine - INFO - Epoch(val) [6][ 800/2364] eta: 0:01:07 time: 0.0396 data_time: 0.0009 memory: 906 2023/09/07 04:01:27 - mmengine - INFO - Epoch(val) [6][ 820/2364] eta: 0:01:06 time: 0.0446 data_time: 0.0009 memory: 906 2023/09/07 04:01:28 - mmengine - INFO - Epoch(val) [6][ 840/2364] eta: 0:01:05 time: 0.0471 data_time: 0.0011 memory: 906 2023/09/07 04:01:28 - mmengine - INFO - Epoch(val) [6][ 860/2364] eta: 0:01:04 time: 0.0348 data_time: 0.0011 memory: 906 2023/09/07 04:01:29 - mmengine - INFO - Epoch(val) [6][ 880/2364] eta: 0:01:03 time: 0.0451 data_time: 0.0009 memory: 906 2023/09/07 04:01:30 - mmengine - INFO - Epoch(val) [6][ 900/2364] eta: 0:01:03 time: 0.0432 data_time: 0.0009 memory: 906 2023/09/07 04:01:31 - mmengine - INFO - Epoch(val) [6][ 920/2364] eta: 0:01:02 time: 0.0456 data_time: 0.0009 memory: 906 2023/09/07 04:01:32 - mmengine - INFO - Epoch(val) [6][ 940/2364] eta: 0:01:01 time: 0.0326 data_time: 0.0010 memory: 906 2023/09/07 04:01:33 - mmengine - INFO - Epoch(val) [6][ 960/2364] eta: 0:01:00 time: 0.0483 data_time: 0.0009 memory: 906 2023/09/07 04:01:34 - mmengine - INFO - Epoch(val) [6][ 980/2364] eta: 0:00:59 time: 0.0466 data_time: 0.0008 memory: 906 2023/09/07 04:01:34 - mmengine - INFO - Epoch(val) [6][1000/2364] eta: 0:00:58 time: 0.0422 data_time: 0.0009 memory: 906 2023/09/07 04:01:35 - mmengine - INFO - Epoch(val) [6][1020/2364] eta: 0:00:58 time: 0.0458 data_time: 0.0009 memory: 906 2023/09/07 04:01:36 - mmengine - INFO - Epoch(val) [6][1040/2364] eta: 0:00:57 time: 0.0474 data_time: 0.0009 memory: 906 2023/09/07 04:01:37 - mmengine - INFO - Epoch(val) [6][1060/2364] eta: 0:00:56 time: 0.0398 data_time: 0.0009 memory: 906 2023/09/07 04:01:38 - mmengine - INFO - Epoch(val) [6][1080/2364] eta: 0:00:55 time: 0.0472 data_time: 0.0010 memory: 906 2023/09/07 04:01:39 - mmengine - INFO - Epoch(val) [6][1100/2364] eta: 0:00:54 time: 0.0411 data_time: 0.0009 memory: 906 2023/09/07 04:01:40 - mmengine - INFO - Epoch(val) [6][1120/2364] eta: 0:00:53 time: 0.0458 data_time: 0.0010 memory: 906 2023/09/07 04:01:41 - mmengine - INFO - Epoch(val) [6][1140/2364] eta: 0:00:53 time: 0.0476 data_time: 0.0010 memory: 906 2023/09/07 04:01:42 - mmengine - INFO - Epoch(val) [6][1160/2364] eta: 0:00:52 time: 0.0455 data_time: 0.0009 memory: 906 2023/09/07 04:01:43 - mmengine - INFO - Epoch(val) [6][1180/2364] eta: 0:00:51 time: 0.0460 data_time: 0.0009 memory: 906 2023/09/07 04:01:44 - mmengine - INFO - Epoch(val) [6][1200/2364] eta: 0:00:50 time: 0.0441 data_time: 0.0010 memory: 906 2023/09/07 04:01:44 - mmengine - INFO - Epoch(val) [6][1220/2364] eta: 0:00:49 time: 0.0491 data_time: 0.0009 memory: 906 2023/09/07 04:01:45 - mmengine - INFO - Epoch(val) [6][1240/2364] eta: 0:00:48 time: 0.0445 data_time: 0.0009 memory: 906 2023/09/07 04:01:46 - mmengine - INFO - Epoch(val) [6][1260/2364] eta: 0:00:47 time: 0.0339 data_time: 0.0009 memory: 906 2023/09/07 04:01:47 - mmengine - INFO - Epoch(val) [6][1280/2364] eta: 0:00:46 time: 0.0413 data_time: 0.0009 memory: 906 2023/09/07 04:01:48 - mmengine - INFO - Epoch(val) [6][1300/2364] eta: 0:00:46 time: 0.0403 data_time: 0.0008 memory: 906 2023/09/07 04:01:49 - mmengine - INFO - Epoch(val) [6][1320/2364] eta: 0:00:45 time: 0.0511 data_time: 0.0009 memory: 906 2023/09/07 04:01:50 - mmengine - INFO - Epoch(val) [6][1340/2364] eta: 0:00:44 time: 0.0461 data_time: 0.0010 memory: 906 2023/09/07 04:01:51 - mmengine - INFO - Epoch(val) [6][1360/2364] eta: 0:00:43 time: 0.0435 data_time: 0.0009 memory: 906 2023/09/07 04:01:51 - mmengine - INFO - Epoch(val) [6][1380/2364] eta: 0:00:42 time: 0.0454 data_time: 0.0009 memory: 906 2023/09/07 04:01:52 - mmengine - INFO - Epoch(val) [6][1400/2364] eta: 0:00:41 time: 0.0446 data_time: 0.0009 memory: 906 2023/09/07 04:01:53 - mmengine - INFO - Epoch(val) [6][1420/2364] eta: 0:00:40 time: 0.0365 data_time: 0.0009 memory: 906 2023/09/07 04:01:54 - mmengine - INFO - Epoch(val) [6][1440/2364] eta: 0:00:40 time: 0.0476 data_time: 0.0009 memory: 906 2023/09/07 04:01:55 - mmengine - INFO - Epoch(val) [6][1460/2364] eta: 0:00:39 time: 0.0430 data_time: 0.0009 memory: 906 2023/09/07 04:01:56 - mmengine - INFO - Epoch(val) [6][1480/2364] eta: 0:00:38 time: 0.0421 data_time: 0.0010 memory: 906 2023/09/07 04:01:56 - mmengine - INFO - Epoch(val) [6][1500/2364] eta: 0:00:37 time: 0.0380 data_time: 0.0009 memory: 906 2023/09/07 04:01:57 - mmengine - INFO - Epoch(val) [6][1520/2364] eta: 0:00:36 time: 0.0449 data_time: 0.0009 memory: 906 2023/09/07 04:01:58 - mmengine - INFO - Epoch(val) [6][1540/2364] eta: 0:00:35 time: 0.0478 data_time: 0.0009 memory: 906 2023/09/07 04:01:59 - mmengine - INFO - Epoch(val) [6][1560/2364] eta: 0:00:35 time: 0.0527 data_time: 0.0009 memory: 906 2023/09/07 04:02:00 - mmengine - INFO - Epoch(val) [6][1580/2364] eta: 0:00:34 time: 0.0428 data_time: 0.0010 memory: 906 2023/09/07 04:02:01 - mmengine - INFO - Epoch(val) [6][1600/2364] eta: 0:00:33 time: 0.0410 data_time: 0.0010 memory: 906 2023/09/07 04:02:02 - mmengine - INFO - Epoch(val) [6][1620/2364] eta: 0:00:32 time: 0.0430 data_time: 0.0010 memory: 906 2023/09/07 04:02:03 - mmengine - INFO - Epoch(val) [6][1640/2364] eta: 0:00:31 time: 0.0419 data_time: 0.0009 memory: 906 2023/09/07 04:02:04 - mmengine - INFO - Epoch(val) [6][1660/2364] eta: 0:00:30 time: 0.0493 data_time: 0.0009 memory: 906 2023/09/07 04:02:05 - mmengine - INFO - Epoch(val) [6][1680/2364] eta: 0:00:29 time: 0.0481 data_time: 0.0010 memory: 906 2023/09/07 04:02:06 - mmengine - INFO - Epoch(val) [6][1700/2364] eta: 0:00:28 time: 0.0428 data_time: 0.0009 memory: 906 2023/09/07 04:02:06 - mmengine - INFO - Epoch(val) [6][1720/2364] eta: 0:00:28 time: 0.0436 data_time: 0.0010 memory: 906 2023/09/07 04:02:07 - mmengine - INFO - Epoch(val) [6][1740/2364] eta: 0:00:27 time: 0.0517 data_time: 0.0009 memory: 906 2023/09/07 04:02:08 - mmengine - INFO - Epoch(val) [6][1760/2364] eta: 0:00:26 time: 0.0376 data_time: 0.0009 memory: 906 2023/09/07 04:02:09 - mmengine - INFO - Epoch(val) [6][1780/2364] eta: 0:00:25 time: 0.0471 data_time: 0.0010 memory: 906 2023/09/07 04:02:10 - mmengine - INFO - Epoch(val) [6][1800/2364] eta: 0:00:24 time: 0.0377 data_time: 0.0009 memory: 906 2023/09/07 04:02:11 - mmengine - INFO - Epoch(val) [6][1820/2364] eta: 0:00:23 time: 0.0457 data_time: 0.0009 memory: 906 2023/09/07 04:02:11 - mmengine - INFO - Epoch(val) [6][1840/2364] eta: 0:00:22 time: 0.0324 data_time: 0.0010 memory: 906 2023/09/07 04:02:12 - mmengine - INFO - Epoch(val) [6][1860/2364] eta: 0:00:21 time: 0.0380 data_time: 0.0009 memory: 906 2023/09/07 04:02:13 - mmengine - INFO - Epoch(val) [6][1880/2364] eta: 0:00:21 time: 0.0415 data_time: 0.0010 memory: 906 2023/09/07 04:02:14 - mmengine - INFO - Epoch(val) [6][1900/2364] eta: 0:00:20 time: 0.0458 data_time: 0.0009 memory: 906 2023/09/07 04:02:15 - mmengine - INFO - Epoch(val) [6][1920/2364] eta: 0:00:19 time: 0.0352 data_time: 0.0009 memory: 906 2023/09/07 04:02:16 - mmengine - INFO - Epoch(val) [6][1940/2364] eta: 0:00:18 time: 0.0485 data_time: 0.0009 memory: 906 2023/09/07 04:02:17 - mmengine - INFO - Epoch(val) [6][1960/2364] eta: 0:00:17 time: 0.0448 data_time: 0.0010 memory: 906 2023/09/07 04:02:17 - mmengine - INFO - Epoch(val) [6][1980/2364] eta: 0:00:16 time: 0.0372 data_time: 0.0008 memory: 906 2023/09/07 04:02:18 - mmengine - INFO - Epoch(val) [6][2000/2364] eta: 0:00:15 time: 0.0435 data_time: 0.0009 memory: 906 2023/09/07 04:02:19 - mmengine - INFO - Epoch(val) [6][2020/2364] eta: 0:00:14 time: 0.0409 data_time: 0.0009 memory: 906 2023/09/07 04:02:20 - mmengine - INFO - Epoch(val) [6][2040/2364] eta: 0:00:14 time: 0.0458 data_time: 0.0008 memory: 906 2023/09/07 04:02:21 - mmengine - INFO - Epoch(val) [6][2060/2364] eta: 0:00:13 time: 0.0369 data_time: 0.0009 memory: 906 2023/09/07 04:02:21 - mmengine - INFO - Epoch(val) [6][2080/2364] eta: 0:00:12 time: 0.0414 data_time: 0.0009 memory: 906 2023/09/07 04:02:22 - mmengine - INFO - Epoch(val) [6][2100/2364] eta: 0:00:11 time: 0.0455 data_time: 0.0009 memory: 906 2023/09/07 04:02:23 - mmengine - INFO - Epoch(val) [6][2120/2364] eta: 0:00:10 time: 0.0440 data_time: 0.0009 memory: 906 2023/09/07 04:02:24 - mmengine - INFO - Epoch(val) [6][2140/2364] eta: 0:00:09 time: 0.0363 data_time: 0.0009 memory: 906 2023/09/07 04:02:25 - mmengine - INFO - Epoch(val) [6][2160/2364] eta: 0:00:08 time: 0.0395 data_time: 0.0009 memory: 906 2023/09/07 04:02:26 - mmengine - INFO - Epoch(val) [6][2180/2364] eta: 0:00:07 time: 0.0433 data_time: 0.0009 memory: 906 2023/09/07 04:02:27 - mmengine - INFO - Epoch(val) [6][2200/2364] eta: 0:00:07 time: 0.0446 data_time: 0.0009 memory: 906 2023/09/07 04:02:27 - mmengine - INFO - Epoch(val) [6][2220/2364] eta: 0:00:06 time: 0.0432 data_time: 0.0010 memory: 906 2023/09/07 04:02:28 - mmengine - INFO - Epoch(val) [6][2240/2364] eta: 0:00:05 time: 0.0413 data_time: 0.0009 memory: 906 2023/09/07 04:02:29 - mmengine - INFO - Epoch(val) [6][2260/2364] eta: 0:00:04 time: 0.0411 data_time: 0.0015 memory: 906 2023/09/07 04:02:30 - mmengine - INFO - Epoch(val) [6][2280/2364] eta: 0:00:03 time: 0.0694 data_time: 0.0009 memory: 906 2023/09/07 04:02:31 - mmengine - INFO - Epoch(val) [6][2300/2364] eta: 0:00:02 time: 0.0434 data_time: 0.0009 memory: 906 2023/09/07 04:02:32 - mmengine - INFO - Epoch(val) [6][2320/2364] eta: 0:00:01 time: 0.0383 data_time: 0.0008 memory: 906 2023/09/07 04:02:33 - mmengine - INFO - Epoch(val) [6][2340/2364] eta: 0:00:01 time: 0.0489 data_time: 0.0009 memory: 906 2023/09/07 04:02:34 - mmengine - INFO - Epoch(val) [6][2360/2364] eta: 0:00:00 time: 0.0377 data_time: 0.0008 memory: 906 2023/09/07 04:02:58 - mmengine - INFO - Epoch(val) [6][2364/2364] auc: 66.6427 AR@1: 0.3352 AR@5: 0.5083 AR@10: 0.5763 AR@100: 0.7106 data_time: 0.0010 time: 0.0434 2023/09/07 04:03:31 - mmengine - INFO - Epoch(train) [7][ 20/603] lr: 1.0000e-03 eta: 0:49:24 time: 1.6651 data_time: 0.0542 memory: 5413 grad_norm: 0.8362 loss: 1.3271 2023/09/07 04:04:04 - mmengine - INFO - Epoch(train) [7][ 40/603] lr: 1.0000e-03 eta: 0:48:50 time: 1.6132 data_time: 0.0052 memory: 5413 grad_norm: 0.7679 loss: 1.2137 2023/09/07 04:04:36 - mmengine - INFO - Epoch(train) [7][ 60/603] lr: 1.0000e-03 eta: 0:48:17 time: 1.6130 data_time: 0.0053 memory: 5413 grad_norm: 0.9392 loss: 1.3181 2023/09/07 04:05:08 - mmengine - INFO - Epoch(train) [7][ 80/603] lr: 1.0000e-03 eta: 0:47:43 time: 1.6125 data_time: 0.0051 memory: 5413 grad_norm: 0.8801 loss: 1.2614 2023/09/07 04:05:40 - mmengine - INFO - Epoch(train) [7][100/603] lr: 1.0000e-03 eta: 0:47:10 time: 1.6145 data_time: 0.0057 memory: 5413 grad_norm: 0.8504 loss: 1.2242 2023/09/07 04:06:13 - mmengine - INFO - Epoch(train) [7][120/603] lr: 1.0000e-03 eta: 0:46:36 time: 1.6130 data_time: 0.0055 memory: 5413 grad_norm: 0.8867 loss: 1.2591 2023/09/07 04:06:45 - mmengine - INFO - Epoch(train) [7][140/603] lr: 1.0000e-03 eta: 0:46:03 time: 1.6126 data_time: 0.0053 memory: 5413 grad_norm: 0.8820 loss: 1.2436 2023/09/07 04:07:17 - mmengine - INFO - Epoch(train) [7][160/603] lr: 1.0000e-03 eta: 0:45:29 time: 1.6125 data_time: 0.0053 memory: 5413 grad_norm: 0.9142 loss: 1.2010 2023/09/07 04:07:49 - mmengine - INFO - Epoch(train) [7][180/603] lr: 1.0000e-03 eta: 0:44:56 time: 1.6120 data_time: 0.0052 memory: 5413 grad_norm: 0.9032 loss: 1.2123 2023/09/07 04:08:22 - mmengine - INFO - Epoch(train) [7][200/603] lr: 1.0000e-03 eta: 0:44:22 time: 1.6155 data_time: 0.0057 memory: 5413 grad_norm: 0.9216 loss: 1.2927 2023/09/07 04:08:54 - mmengine - INFO - Epoch(train) [7][220/603] lr: 1.0000e-03 eta: 0:43:49 time: 1.6136 data_time: 0.0057 memory: 5413 grad_norm: 0.9381 loss: 1.2789 2023/09/07 04:09:26 - mmengine - INFO - Epoch(train) [7][240/603] lr: 1.0000e-03 eta: 0:43:16 time: 1.6157 data_time: 0.0056 memory: 5413 grad_norm: 0.8981 loss: 1.2530 2023/09/07 04:09:59 - mmengine - INFO - Epoch(train) [7][260/603] lr: 1.0000e-03 eta: 0:42:42 time: 1.6126 data_time: 0.0054 memory: 5413 grad_norm: 0.7995 loss: 1.2577 2023/09/07 04:10:31 - mmengine - INFO - Epoch(train) [7][280/603] lr: 1.0000e-03 eta: 0:42:09 time: 1.6125 data_time: 0.0052 memory: 5413 grad_norm: 0.8167 loss: 1.2262 2023/09/07 04:11:03 - mmengine - INFO - Epoch(train) [7][300/603] lr: 1.0000e-03 eta: 0:41:35 time: 1.6133 data_time: 0.0054 memory: 5413 grad_norm: 0.8998 loss: 1.2492 2023/09/07 04:11:35 - mmengine - INFO - Epoch(train) [7][320/603] lr: 1.0000e-03 eta: 0:41:02 time: 1.6164 data_time: 0.0059 memory: 5413 grad_norm: 0.9274 loss: 1.3298 2023/09/07 04:12:08 - mmengine - INFO - Epoch(train) [7][340/603] lr: 1.0000e-03 eta: 0:40:29 time: 1.6148 data_time: 0.0055 memory: 5413 grad_norm: 0.7711 loss: 1.2069 2023/09/07 04:12:40 - mmengine - INFO - Epoch(train) [7][360/603] lr: 1.0000e-03 eta: 0:39:55 time: 1.6147 data_time: 0.0053 memory: 5413 grad_norm: 0.8913 loss: 1.1815 2023/09/07 04:13:12 - mmengine - INFO - Epoch(train) [7][380/603] lr: 1.0000e-03 eta: 0:39:22 time: 1.6142 data_time: 0.0059 memory: 5413 grad_norm: 0.8927 loss: 1.2785 2023/09/07 04:13:16 - mmengine - INFO - Exp name: bmn_2xb8-400x100-9e_activitynet-feature_20230907_020847 2023/09/07 04:13:45 - mmengine - INFO - Epoch(train) [7][400/603] lr: 1.0000e-03 eta: 0:38:49 time: 1.6155 data_time: 0.0055 memory: 5413 grad_norm: 0.9517 loss: 1.1920 2023/09/07 04:14:17 - mmengine - INFO - Epoch(train) [7][420/603] lr: 1.0000e-03 eta: 0:38:15 time: 1.6159 data_time: 0.0056 memory: 5413 grad_norm: 0.9060 loss: 1.2489 2023/09/07 04:14:49 - mmengine - INFO - Epoch(train) [7][440/603] lr: 1.0000e-03 eta: 0:37:42 time: 1.6146 data_time: 0.0053 memory: 5413 grad_norm: 0.8404 loss: 1.2597 2023/09/07 04:15:22 - mmengine - INFO - Epoch(train) [7][460/603] lr: 1.0000e-03 eta: 0:37:09 time: 1.6158 data_time: 0.0057 memory: 5413 grad_norm: 0.8328 loss: 1.2307 2023/09/07 04:15:54 - mmengine - INFO - Epoch(train) [7][480/603] lr: 1.0000e-03 eta: 0:36:35 time: 1.6142 data_time: 0.0056 memory: 5413 grad_norm: 0.8395 loss: 1.2186 2023/09/07 04:16:26 - mmengine - INFO - Epoch(train) [7][500/603] lr: 1.0000e-03 eta: 0:36:02 time: 1.6166 data_time: 0.0059 memory: 5413 grad_norm: 0.8724 loss: 1.2576 2023/09/07 04:16:59 - mmengine - INFO - Epoch(train) [7][520/603] lr: 1.0000e-03 eta: 0:35:29 time: 1.6158 data_time: 0.0055 memory: 5413 grad_norm: 0.8417 loss: 1.2750 2023/09/07 04:17:31 - mmengine - INFO - Epoch(train) [7][540/603] lr: 1.0000e-03 eta: 0:34:56 time: 1.6139 data_time: 0.0053 memory: 5413 grad_norm: 0.9600 loss: 1.2260 2023/09/07 04:18:03 - mmengine - INFO - Epoch(train) [7][560/603] lr: 1.0000e-03 eta: 0:34:22 time: 1.6151 data_time: 0.0055 memory: 5413 grad_norm: 0.9235 loss: 1.2752 2023/09/07 04:18:35 - mmengine - INFO - Epoch(train) [7][580/603] lr: 1.0000e-03 eta: 0:33:49 time: 1.6151 data_time: 0.0055 memory: 5413 grad_norm: 0.8158 loss: 1.2113 2023/09/07 04:19:08 - mmengine - INFO - Epoch(train) [7][600/603] lr: 1.0000e-03 eta: 0:33:16 time: 1.6147 data_time: 0.0052 memory: 5413 grad_norm: 0.8169 loss: 1.2809 2023/09/07 04:19:13 - mmengine - INFO - Exp name: bmn_2xb8-400x100-9e_activitynet-feature_20230907_020847 2023/09/07 04:19:13 - mmengine - INFO - Epoch(train) [7][603/603] lr: 1.0000e-03 eta: 0:33:11 time: 1.6137 data_time: 0.0051 memory: 5413 grad_norm: 0.7929 loss: 1.2694 2023/09/07 04:19:13 - mmengine - INFO - Saving checkpoint at 7 epochs 2023/09/07 04:19:15 - mmengine - INFO - Epoch(val) [7][ 20/2364] eta: 0:02:13 time: 0.0568 data_time: 0.0066 memory: 906 2023/09/07 04:19:16 - mmengine - INFO - Epoch(val) [7][ 40/2364] eta: 0:02:00 time: 0.0471 data_time: 0.0010 memory: 906 2023/09/07 04:19:17 - mmengine - INFO - Epoch(val) [7][ 60/2364] eta: 0:01:52 time: 0.0423 data_time: 0.0009 memory: 906 2023/09/07 04:19:18 - mmengine - INFO - Epoch(val) [7][ 80/2364] eta: 0:01:53 time: 0.0518 data_time: 0.0009 memory: 906 2023/09/07 04:19:19 - mmengine - INFO - Epoch(val) [7][ 100/2364] eta: 0:01:52 time: 0.0510 data_time: 0.0010 memory: 906 2023/09/07 04:19:20 - mmengine - INFO - Epoch(val) [7][ 120/2364] eta: 0:01:50 time: 0.0472 data_time: 0.0010 memory: 906 2023/09/07 04:19:21 - mmengine - INFO - Epoch(val) [7][ 140/2364] eta: 0:01:51 time: 0.0532 data_time: 0.0010 memory: 906 2023/09/07 04:19:22 - mmengine - INFO - Epoch(val) [7][ 160/2364] eta: 0:01:49 time: 0.0486 data_time: 0.0009 memory: 906 2023/09/07 04:19:23 - mmengine - INFO - Epoch(val) [7][ 180/2364] eta: 0:01:48 time: 0.0483 data_time: 0.0009 memory: 906 2023/09/07 04:19:24 - mmengine - INFO - Epoch(val) [7][ 200/2364] eta: 0:01:49 time: 0.0576 data_time: 0.0009 memory: 906 2023/09/07 04:19:25 - mmengine - INFO - Epoch(val) [7][ 220/2364] eta: 0:01:48 time: 0.0522 data_time: 0.0010 memory: 906 2023/09/07 04:19:26 - mmengine - INFO - Epoch(val) [7][ 240/2364] eta: 0:01:46 time: 0.0476 data_time: 0.0010 memory: 906 2023/09/07 04:19:27 - mmengine - INFO - Epoch(val) [7][ 260/2364] eta: 0:01:46 time: 0.0518 data_time: 0.0009 memory: 906 2023/09/07 04:19:28 - mmengine - INFO - Epoch(val) [7][ 280/2364] eta: 0:01:46 time: 0.0566 data_time: 0.0009 memory: 906 2023/09/07 04:19:29 - mmengine - INFO - Epoch(val) [7][ 300/2364] eta: 0:01:44 time: 0.0500 data_time: 0.0009 memory: 906 2023/09/07 04:19:30 - mmengine - INFO - Epoch(val) [7][ 320/2364] eta: 0:01:43 time: 0.0486 data_time: 0.0009 memory: 906 2023/09/07 04:19:31 - mmengine - INFO - Epoch(val) [7][ 340/2364] eta: 0:01:41 time: 0.0455 data_time: 0.0009 memory: 906 2023/09/07 04:19:32 - mmengine - INFO - Epoch(val) [7][ 360/2364] eta: 0:01:40 time: 0.0460 data_time: 0.0010 memory: 906 2023/09/07 04:19:33 - mmengine - INFO - Epoch(val) [7][ 380/2364] eta: 0:01:38 time: 0.0430 data_time: 0.0009 memory: 906 2023/09/07 04:19:34 - mmengine - INFO - Epoch(val) [7][ 400/2364] eta: 0:01:37 time: 0.0526 data_time: 0.0009 memory: 906 2023/09/07 04:19:35 - mmengine - INFO - Epoch(val) [7][ 420/2364] eta: 0:01:37 time: 0.0558 data_time: 0.0010 memory: 906 2023/09/07 04:19:36 - mmengine - INFO - Epoch(val) [7][ 440/2364] eta: 0:01:36 time: 0.0514 data_time: 0.0009 memory: 906 2023/09/07 04:19:37 - mmengine - INFO - Epoch(val) [7][ 460/2364] eta: 0:01:34 time: 0.0424 data_time: 0.0009 memory: 906 2023/09/07 04:19:38 - mmengine - INFO - Epoch(val) [7][ 480/2364] eta: 0:01:33 time: 0.0478 data_time: 0.0010 memory: 906 2023/09/07 04:19:39 - mmengine - INFO - Epoch(val) [7][ 500/2364] eta: 0:01:32 time: 0.0416 data_time: 0.0010 memory: 906 2023/09/07 04:19:40 - mmengine - INFO - Epoch(val) [7][ 520/2364] eta: 0:01:31 time: 0.0479 data_time: 0.0009 memory: 906 2023/09/07 04:19:41 - 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mmengine - INFO - Epoch(val) [7][1620/2364] eta: 0:00:37 time: 0.0499 data_time: 0.0009 memory: 906 2023/09/07 04:20:36 - mmengine - INFO - Epoch(val) [7][1640/2364] eta: 0:00:36 time: 0.0482 data_time: 0.0009 memory: 906 2023/09/07 04:20:37 - mmengine - INFO - Epoch(val) [7][1660/2364] eta: 0:00:35 time: 0.0561 data_time: 0.0009 memory: 906 2023/09/07 04:20:38 - mmengine - INFO - Epoch(val) [7][1680/2364] eta: 0:00:34 time: 0.0513 data_time: 0.0009 memory: 906 2023/09/07 04:20:39 - mmengine - INFO - Epoch(val) [7][1700/2364] eta: 0:00:33 time: 0.0497 data_time: 0.0008 memory: 906 2023/09/07 04:20:40 - mmengine - INFO - Epoch(val) [7][1720/2364] eta: 0:00:32 time: 0.0531 data_time: 0.0008 memory: 906 2023/09/07 04:20:41 - mmengine - INFO - Epoch(val) [7][1740/2364] eta: 0:00:31 time: 0.0591 data_time: 0.0009 memory: 906 2023/09/07 04:20:42 - mmengine - INFO - Epoch(val) [7][1760/2364] eta: 0:00:30 time: 0.0483 data_time: 0.0009 memory: 906 2023/09/07 04:20:43 - mmengine - INFO - Epoch(val) [7][1780/2364] eta: 0:00:29 time: 0.0510 data_time: 0.0009 memory: 906 2023/09/07 04:20:44 - mmengine - INFO - Epoch(val) [7][1800/2364] eta: 0:00:28 time: 0.0421 data_time: 0.0009 memory: 906 2023/09/07 04:20:45 - mmengine - INFO - Epoch(val) [7][1820/2364] eta: 0:00:27 time: 0.0552 data_time: 0.0009 memory: 906 2023/09/07 04:20:46 - mmengine - INFO - Epoch(val) [7][1840/2364] eta: 0:00:26 time: 0.0390 data_time: 0.0009 memory: 906 2023/09/07 04:20:47 - mmengine - INFO - Epoch(val) [7][1860/2364] eta: 0:00:25 time: 0.0421 data_time: 0.0009 memory: 906 2023/09/07 04:20:48 - mmengine - INFO - Epoch(val) [7][1880/2364] eta: 0:00:24 time: 0.0523 data_time: 0.0008 memory: 906 2023/09/07 04:20:49 - mmengine - INFO - Epoch(val) [7][1900/2364] eta: 0:00:23 time: 0.0513 data_time: 0.0008 memory: 906 2023/09/07 04:20:50 - mmengine - INFO - Epoch(val) [7][1920/2364] eta: 0:00:22 time: 0.0367 data_time: 0.0008 memory: 906 2023/09/07 04:20:51 - mmengine - INFO - Epoch(val) [7][1940/2364] eta: 0:00:21 time: 0.0528 data_time: 0.0009 memory: 906 2023/09/07 04:20:52 - mmengine - INFO - Epoch(val) [7][1960/2364] eta: 0:00:20 time: 0.0465 data_time: 0.0009 memory: 906 2023/09/07 04:20:53 - mmengine - INFO - Epoch(val) [7][1980/2364] eta: 0:00:19 time: 0.0626 data_time: 0.0009 memory: 906 2023/09/07 04:20:54 - mmengine - INFO - Epoch(val) [7][2000/2364] eta: 0:00:18 time: 0.0486 data_time: 0.0010 memory: 906 2023/09/07 04:20:55 - mmengine - INFO - Epoch(val) [7][2020/2364] eta: 0:00:17 time: 0.0475 data_time: 0.0008 memory: 906 2023/09/07 04:20:56 - mmengine - INFO - Epoch(val) [7][2040/2364] eta: 0:00:16 time: 0.0491 data_time: 0.0010 memory: 906 2023/09/07 04:20:57 - mmengine - INFO - Epoch(val) [7][2060/2364] eta: 0:00:15 time: 0.0445 data_time: 0.0009 memory: 906 2023/09/07 04:20:58 - mmengine - INFO - Epoch(val) [7][2080/2364] eta: 0:00:14 time: 0.0471 data_time: 0.0009 memory: 906 2023/09/07 04:20:59 - mmengine - INFO - Epoch(val) [7][2100/2364] eta: 0:00:13 time: 0.0524 data_time: 0.0009 memory: 906 2023/09/07 04:21:00 - mmengine - INFO - Epoch(val) [7][2120/2364] eta: 0:00:12 time: 0.0529 data_time: 0.0009 memory: 906 2023/09/07 04:21:01 - mmengine - INFO - Epoch(val) [7][2140/2364] eta: 0:00:11 time: 0.0460 data_time: 0.0013 memory: 906 2023/09/07 04:21:02 - mmengine - INFO - Epoch(val) [7][2160/2364] eta: 0:00:10 time: 0.0473 data_time: 0.0009 memory: 906 2023/09/07 04:21:03 - mmengine - INFO - Epoch(val) [7][2180/2364] eta: 0:00:09 time: 0.0482 data_time: 0.0009 memory: 906 2023/09/07 04:21:04 - mmengine - INFO - Epoch(val) [7][2200/2364] eta: 0:00:08 time: 0.0490 data_time: 0.0009 memory: 906 2023/09/07 04:21:05 - mmengine - INFO - Epoch(val) [7][2220/2364] eta: 0:00:07 time: 0.0472 data_time: 0.0009 memory: 906 2023/09/07 04:21:06 - mmengine - INFO - Epoch(val) [7][2240/2364] eta: 0:00:06 time: 0.0506 data_time: 0.0009 memory: 906 2023/09/07 04:21:06 - mmengine - INFO - Epoch(val) [7][2260/2364] eta: 0:00:05 time: 0.0424 data_time: 0.0009 memory: 906 2023/09/07 04:21:07 - mmengine - INFO - Epoch(val) [7][2280/2364] eta: 0:00:04 time: 0.0498 data_time: 0.0009 memory: 906 2023/09/07 04:21:08 - mmengine - INFO - Epoch(val) [7][2300/2364] eta: 0:00:03 time: 0.0505 data_time: 0.0009 memory: 906 2023/09/07 04:21:09 - mmengine - INFO - Epoch(val) [7][2320/2364] eta: 0:00:02 time: 0.0473 data_time: 0.0009 memory: 906 2023/09/07 04:21:10 - mmengine - INFO - Epoch(val) [7][2340/2364] eta: 0:00:01 time: 0.0536 data_time: 0.0009 memory: 906 2023/09/07 04:21:11 - mmengine - INFO - Epoch(val) [7][2360/2364] eta: 0:00:00 time: 0.0438 data_time: 0.0009 memory: 906 2023/09/07 04:21:35 - mmengine - INFO - Epoch(val) [7][2364/2364] auc: 67.3367 AR@1: 0.3335 AR@5: 0.5113 AR@10: 0.5868 AR@100: 0.7173 data_time: 0.0010 time: 0.0497 2023/09/07 04:21:35 - mmengine - INFO - The previous best checkpoint /mnt/petrelfs/hukai/drns/work_dirs/bmn_400x100_2x8_9e_activitynet_feature/best_auc_epoch_4.pth is removed 2023/09/07 04:21:36 - mmengine - INFO - The best checkpoint with 67.3367 auc at 7 epoch is saved to best_auc_epoch_7.pth. 2023/09/07 04:22:10 - mmengine - INFO - Epoch(train) [8][ 20/603] lr: 1.0000e-04 eta: 0:32:38 time: 1.6617 data_time: 0.0485 memory: 5413 grad_norm: 0.7676 loss: 1.2768 2023/09/07 04:22:43 - mmengine - INFO - Epoch(train) [8][ 40/603] lr: 1.0000e-04 eta: 0:32:05 time: 1.6178 data_time: 0.0059 memory: 5413 grad_norm: 0.7935 loss: 1.2119 2023/09/07 04:23:15 - mmengine - INFO - Epoch(train) [8][ 60/603] lr: 1.0000e-04 eta: 0:31:31 time: 1.6158 data_time: 0.0056 memory: 5413 grad_norm: 0.7833 loss: 1.1989 2023/09/07 04:23:47 - mmengine - INFO - Epoch(train) [8][ 80/603] lr: 1.0000e-04 eta: 0:30:58 time: 1.6164 data_time: 0.0058 memory: 5413 grad_norm: 0.8184 loss: 1.1845 2023/09/07 04:24:20 - mmengine - INFO - Epoch(train) [8][100/603] lr: 1.0000e-04 eta: 0:30:25 time: 1.6154 data_time: 0.0057 memory: 5413 grad_norm: 0.8083 loss: 1.1014 2023/09/07 04:24:52 - mmengine - INFO - Epoch(train) [8][120/603] lr: 1.0000e-04 eta: 0:29:52 time: 1.6135 data_time: 0.0053 memory: 5413 grad_norm: 0.8066 loss: 1.1709 2023/09/07 04:25:24 - mmengine - INFO - Epoch(train) [8][140/603] lr: 1.0000e-04 eta: 0:29:19 time: 1.6159 data_time: 0.0055 memory: 5413 grad_norm: 0.8529 loss: 1.2232 2023/09/07 04:25:57 - mmengine - INFO - Epoch(train) [8][160/603] lr: 1.0000e-04 eta: 0:28:45 time: 1.6151 data_time: 0.0057 memory: 5413 grad_norm: 0.7345 loss: 1.2012 2023/09/07 04:26:29 - mmengine - INFO - Epoch(train) [8][180/603] lr: 1.0000e-04 eta: 0:28:12 time: 1.6150 data_time: 0.0060 memory: 5413 grad_norm: 0.7786 loss: 1.1456 2023/09/07 04:27:01 - mmengine - INFO - Epoch(train) [8][200/603] lr: 1.0000e-04 eta: 0:27:39 time: 1.6144 data_time: 0.0052 memory: 5413 grad_norm: 0.7725 loss: 1.1588 2023/09/07 04:27:34 - mmengine - INFO - Epoch(train) [8][220/603] lr: 1.0000e-04 eta: 0:27:06 time: 1.6144 data_time: 0.0053 memory: 5413 grad_norm: 0.8123 loss: 1.2331 2023/09/07 04:28:06 - mmengine - INFO - Epoch(train) [8][240/603] lr: 1.0000e-04 eta: 0:26:33 time: 1.6151 data_time: 0.0057 memory: 5413 grad_norm: 0.8497 loss: 1.2508 2023/09/07 04:28:38 - mmengine - INFO - Epoch(train) [8][260/603] lr: 1.0000e-04 eta: 0:26:00 time: 1.6150 data_time: 0.0056 memory: 5413 grad_norm: 0.8146 loss: 1.2478 2023/09/07 04:29:10 - mmengine - INFO - Epoch(train) [8][280/603] lr: 1.0000e-04 eta: 0:25:27 time: 1.6142 data_time: 0.0054 memory: 5413 grad_norm: 0.7882 loss: 1.2198 2023/09/07 04:29:43 - mmengine - INFO - Epoch(train) [8][300/603] lr: 1.0000e-04 eta: 0:24:53 time: 1.6154 data_time: 0.0055 memory: 5413 grad_norm: 0.7807 loss: 1.2168 2023/09/07 04:30:15 - mmengine - INFO - Epoch(train) [8][320/603] lr: 1.0000e-04 eta: 0:24:20 time: 1.6138 data_time: 0.0058 memory: 5413 grad_norm: 0.7924 loss: 1.2387 2023/09/07 04:30:47 - mmengine - INFO - Epoch(train) [8][340/603] lr: 1.0000e-04 eta: 0:23:47 time: 1.6154 data_time: 0.0057 memory: 5413 grad_norm: 0.7954 loss: 1.1895 2023/09/07 04:31:20 - mmengine - INFO - Epoch(train) [8][360/603] lr: 1.0000e-04 eta: 0:23:14 time: 1.6160 data_time: 0.0055 memory: 5413 grad_norm: 0.8039 loss: 1.1582 2023/09/07 04:31:52 - mmengine - INFO - Epoch(train) [8][380/603] lr: 1.0000e-04 eta: 0:22:41 time: 1.6151 data_time: 0.0057 memory: 5413 grad_norm: 0.8683 loss: 1.3041 2023/09/07 04:32:24 - mmengine - INFO - Epoch(train) [8][400/603] lr: 1.0000e-04 eta: 0:22:08 time: 1.6164 data_time: 0.0058 memory: 5413 grad_norm: 0.8446 loss: 1.2310 2023/09/07 04:32:57 - mmengine - INFO - Epoch(train) [8][420/603] lr: 1.0000e-04 eta: 0:21:35 time: 1.6137 data_time: 0.0055 memory: 5413 grad_norm: 0.8145 loss: 1.2092 2023/09/07 04:33:29 - mmengine - INFO - Epoch(train) [8][440/603] lr: 1.0000e-04 eta: 0:21:02 time: 1.6158 data_time: 0.0057 memory: 5413 grad_norm: 0.8090 loss: 1.2529 2023/09/07 04:34:01 - mmengine - INFO - Epoch(train) [8][460/603] lr: 1.0000e-04 eta: 0:20:29 time: 1.6162 data_time: 0.0057 memory: 5413 grad_norm: 0.8201 loss: 1.1877 2023/09/07 04:34:34 - mmengine - INFO - Epoch(train) [8][480/603] lr: 1.0000e-04 eta: 0:19:56 time: 1.6151 data_time: 0.0058 memory: 5413 grad_norm: 0.8038 loss: 1.1895 2023/09/07 04:35:06 - mmengine - INFO - Epoch(train) [8][500/603] lr: 1.0000e-04 eta: 0:19:23 time: 1.6155 data_time: 0.0054 memory: 5413 grad_norm: 0.8021 loss: 1.1376 2023/09/07 04:35:38 - mmengine - INFO - Epoch(train) [8][520/603] lr: 1.0000e-04 eta: 0:18:50 time: 1.6145 data_time: 0.0054 memory: 5413 grad_norm: 0.7610 loss: 1.1995 2023/09/07 04:36:10 - mmengine - INFO - Epoch(train) [8][540/603] lr: 1.0000e-04 eta: 0:18:17 time: 1.6143 data_time: 0.0054 memory: 5413 grad_norm: 0.8608 loss: 1.1720 2023/09/07 04:36:43 - mmengine - INFO - Epoch(train) [8][560/603] lr: 1.0000e-04 eta: 0:17:44 time: 1.6147 data_time: 0.0051 memory: 5413 grad_norm: 0.7611 loss: 1.0764 2023/09/07 04:37:15 - mmengine - INFO - Epoch(train) [8][580/603] lr: 1.0000e-04 eta: 0:17:11 time: 1.6131 data_time: 0.0053 memory: 5413 grad_norm: 0.8361 loss: 1.2056 2023/09/07 04:37:47 - mmengine - INFO - Epoch(train) [8][600/603] lr: 1.0000e-04 eta: 0:16:37 time: 1.6130 data_time: 0.0049 memory: 5413 grad_norm: 0.8294 loss: 1.1306 2023/09/07 04:37:52 - mmengine - INFO - Exp name: bmn_2xb8-400x100-9e_activitynet-feature_20230907_020847 2023/09/07 04:37:52 - mmengine - INFO - Epoch(train) [8][603/603] lr: 1.0000e-04 eta: 0:16:33 time: 1.6117 data_time: 0.0049 memory: 5413 grad_norm: 0.8404 loss: 1.1739 2023/09/07 04:37:52 - mmengine - INFO - Saving checkpoint at 8 epochs 2023/09/07 04:37:55 - mmengine - INFO - Epoch(val) [8][ 20/2364] eta: 0:02:01 time: 0.0517 data_time: 0.0072 memory: 906 2023/09/07 04:37:56 - mmengine - INFO - Epoch(val) [8][ 40/2364] eta: 0:01:50 time: 0.0436 data_time: 0.0010 memory: 906 2023/09/07 04:37:56 - mmengine - INFO - Epoch(val) [8][ 60/2364] eta: 0:01:43 time: 0.0390 data_time: 0.0010 memory: 906 2023/09/07 04:37:57 - mmengine - INFO - Epoch(val) [8][ 80/2364] eta: 0:01:42 time: 0.0457 data_time: 0.0009 memory: 906 2023/09/07 04:37:58 - mmengine - INFO - Epoch(val) [8][ 100/2364] eta: 0:01:43 time: 0.0477 data_time: 0.0009 memory: 906 2023/09/07 04:37:59 - mmengine - INFO - Epoch(val) [8][ 120/2364] eta: 0:01:41 time: 0.0439 data_time: 0.0010 memory: 906 2023/09/07 04:38:00 - mmengine - INFO - Epoch(val) [8][ 140/2364] eta: 0:01:40 time: 0.0450 data_time: 0.0009 memory: 906 2023/09/07 04:38:01 - mmengine - INFO - Epoch(val) [8][ 160/2364] eta: 0:01:39 time: 0.0459 data_time: 0.0009 memory: 906 2023/09/07 04:38:02 - mmengine - INFO - Epoch(val) [8][ 180/2364] eta: 0:01:38 time: 0.0449 data_time: 0.0009 memory: 906 2023/09/07 04:38:03 - mmengine - INFO - Epoch(val) [8][ 200/2364] eta: 0:01:39 time: 0.0522 data_time: 0.0009 memory: 906 2023/09/07 04:38:04 - mmengine - INFO - Epoch(val) [8][ 220/2364] eta: 0:01:38 time: 0.0451 data_time: 0.0010 memory: 906 2023/09/07 04:38:05 - mmengine - INFO - Epoch(val) [8][ 240/2364] eta: 0:01:36 time: 0.0406 data_time: 0.0009 memory: 906 2023/09/07 04:38:06 - mmengine - INFO - Epoch(val) [8][ 260/2364] eta: 0:01:35 time: 0.0469 data_time: 0.0009 memory: 906 2023/09/07 04:38:07 - mmengine - INFO - Epoch(val) [8][ 280/2364] eta: 0:01:35 time: 0.0513 data_time: 0.0009 memory: 906 2023/09/07 04:38:08 - mmengine - INFO - Epoch(val) [8][ 300/2364] eta: 0:01:35 time: 0.0486 data_time: 0.0009 memory: 906 2023/09/07 04:38:09 - mmengine - INFO - Epoch(val) [8][ 320/2364] eta: 0:01:34 time: 0.0457 data_time: 0.0009 memory: 906 2023/09/07 04:38:10 - mmengine - INFO - Epoch(val) [8][ 340/2364] eta: 0:01:34 time: 0.0530 data_time: 0.0009 memory: 906 2023/09/07 04:38:10 - mmengine - INFO - Epoch(val) [8][ 360/2364] eta: 0:01:32 time: 0.0417 data_time: 0.0010 memory: 906 2023/09/07 04:38:11 - mmengine - INFO - Epoch(val) [8][ 380/2364] eta: 0:01:31 time: 0.0407 data_time: 0.0009 memory: 906 2023/09/07 04:38:12 - mmengine - INFO - Epoch(val) [8][ 400/2364] eta: 0:01:30 time: 0.0497 data_time: 0.0010 memory: 906 2023/09/07 04:38:13 - mmengine - INFO - Epoch(val) [8][ 420/2364] eta: 0:01:29 time: 0.0479 data_time: 0.0009 memory: 906 2023/09/07 04:38:14 - mmengine - INFO - Epoch(val) [8][ 440/2364] eta: 0:01:28 time: 0.0448 data_time: 0.0009 memory: 906 2023/09/07 04:38:15 - mmengine - INFO - Epoch(val) [8][ 460/2364] eta: 0:01:27 time: 0.0393 data_time: 0.0009 memory: 906 2023/09/07 04:38:16 - mmengine - INFO - Epoch(val) [8][ 480/2364] eta: 0:01:26 time: 0.0437 data_time: 0.0010 memory: 906 2023/09/07 04:38:16 - mmengine - INFO - Epoch(val) [8][ 500/2364] eta: 0:01:24 time: 0.0364 data_time: 0.0009 memory: 906 2023/09/07 04:38:17 - mmengine - INFO - Epoch(val) [8][ 520/2364] eta: 0:01:23 time: 0.0400 data_time: 0.0009 memory: 906 2023/09/07 04:38:18 - mmengine - INFO - Epoch(val) [8][ 540/2364] eta: 0:01:22 time: 0.0416 data_time: 0.0009 memory: 906 2023/09/07 04:38:19 - mmengine - INFO - Epoch(val) [8][ 560/2364] eta: 0:01:21 time: 0.0483 data_time: 0.0010 memory: 906 2023/09/07 04:38:20 - mmengine - INFO - Epoch(val) [8][ 580/2364] eta: 0:01:20 time: 0.0459 data_time: 0.0009 memory: 906 2023/09/07 04:38:21 - mmengine - INFO - Epoch(val) [8][ 600/2364] eta: 0:01:19 time: 0.0411 data_time: 0.0009 memory: 906 2023/09/07 04:38:22 - mmengine - INFO - Epoch(val) [8][ 620/2364] eta: 0:01:18 time: 0.0437 data_time: 0.0009 memory: 906 2023/09/07 04:38:23 - mmengine - INFO - Epoch(val) [8][ 640/2364] eta: 0:01:17 time: 0.0409 data_time: 0.0009 memory: 906 2023/09/07 04:38:24 - mmengine - INFO - Epoch(val) [8][ 660/2364] eta: 0:01:16 time: 0.0527 data_time: 0.0009 memory: 906 2023/09/07 04:38:25 - mmengine - INFO - Epoch(val) [8][ 680/2364] eta: 0:01:16 time: 0.0571 data_time: 0.0009 memory: 906 2023/09/07 04:38:25 - mmengine - INFO - Epoch(val) [8][ 700/2364] eta: 0:01:15 time: 0.0353 data_time: 0.0009 memory: 906 2023/09/07 04:38:26 - mmengine - INFO - Epoch(val) [8][ 720/2364] eta: 0:01:14 time: 0.0494 data_time: 0.0009 memory: 906 2023/09/07 04:38:27 - mmengine - INFO - Epoch(val) [8][ 740/2364] eta: 0:01:13 time: 0.0456 data_time: 0.0009 memory: 906 2023/09/07 04:38:28 - mmengine - INFO - Epoch(val) [8][ 760/2364] eta: 0:01:12 time: 0.0346 data_time: 0.0009 memory: 906 2023/09/07 04:38:29 - mmengine - INFO - Epoch(val) [8][ 780/2364] eta: 0:01:12 time: 0.0624 data_time: 0.0009 memory: 906 2023/09/07 04:38:30 - mmengine - INFO - Epoch(val) [8][ 800/2364] eta: 0:01:10 time: 0.0378 data_time: 0.0009 memory: 906 2023/09/07 04:38:31 - mmengine - INFO - Epoch(val) [8][ 820/2364] eta: 0:01:09 time: 0.0457 data_time: 0.0009 memory: 906 2023/09/07 04:38:32 - mmengine - INFO - Epoch(val) [8][ 840/2364] eta: 0:01:09 time: 0.0465 data_time: 0.0009 memory: 906 2023/09/07 04:38:33 - mmengine - INFO - Epoch(val) [8][ 860/2364] eta: 0:01:07 time: 0.0350 data_time: 0.0009 memory: 906 2023/09/07 04:38:34 - mmengine - INFO - Epoch(val) [8][ 880/2364] eta: 0:01:06 time: 0.0478 data_time: 0.0009 memory: 906 2023/09/07 04:38:34 - mmengine - INFO - Epoch(val) [8][ 900/2364] eta: 0:01:06 time: 0.0469 data_time: 0.0009 memory: 906 2023/09/07 04:38:35 - mmengine - INFO - Epoch(val) [8][ 920/2364] eta: 0:01:05 time: 0.0468 data_time: 0.0009 memory: 906 2023/09/07 04:38:36 - mmengine - INFO - Epoch(val) [8][ 940/2364] eta: 0:01:04 time: 0.0344 data_time: 0.0009 memory: 906 2023/09/07 04:38:37 - mmengine - INFO - Epoch(val) [8][ 960/2364] eta: 0:01:03 time: 0.0507 data_time: 0.0010 memory: 906 2023/09/07 04:38:38 - mmengine - INFO - Epoch(val) [8][ 980/2364] eta: 0:01:02 time: 0.0523 data_time: 0.0009 memory: 906 2023/09/07 04:38:39 - mmengine - INFO - Epoch(val) [8][1000/2364] eta: 0:01:01 time: 0.0433 data_time: 0.0010 memory: 906 2023/09/07 04:38:40 - mmengine - INFO - Epoch(val) [8][1020/2364] eta: 0:01:00 time: 0.0473 data_time: 0.0009 memory: 906 2023/09/07 04:38:41 - mmengine - INFO - Epoch(val) [8][1040/2364] eta: 0:00:59 time: 0.0474 data_time: 0.0009 memory: 906 2023/09/07 04:38:42 - mmengine - INFO - Epoch(val) [8][1060/2364] eta: 0:00:58 time: 0.0395 data_time: 0.0009 memory: 906 2023/09/07 04:38:43 - mmengine - INFO - Epoch(val) [8][1080/2364] eta: 0:00:58 time: 0.0475 data_time: 0.0009 memory: 906 2023/09/07 04:38:44 - mmengine - INFO - Epoch(val) [8][1100/2364] eta: 0:00:57 time: 0.0483 data_time: 0.0009 memory: 906 2023/09/07 04:38:45 - mmengine - INFO - Epoch(val) [8][1120/2364] eta: 0:00:56 time: 0.0478 data_time: 0.0010 memory: 906 2023/09/07 04:38:46 - mmengine - INFO - Epoch(val) [8][1140/2364] eta: 0:00:55 time: 0.0468 data_time: 0.0009 memory: 906 2023/09/07 04:38:46 - mmengine - INFO - Epoch(val) [8][1160/2364] eta: 0:00:54 time: 0.0450 data_time: 0.0009 memory: 906 2023/09/07 04:38:47 - mmengine - INFO - Epoch(val) [8][1180/2364] eta: 0:00:53 time: 0.0493 data_time: 0.0009 memory: 906 2023/09/07 04:38:48 - mmengine - INFO - Epoch(val) [8][1200/2364] eta: 0:00:52 time: 0.0456 data_time: 0.0009 memory: 906 2023/09/07 04:38:49 - mmengine - INFO - Epoch(val) [8][1220/2364] eta: 0:00:52 time: 0.0547 data_time: 0.0009 memory: 906 2023/09/07 04:38:50 - mmengine - INFO - Epoch(val) [8][1240/2364] eta: 0:00:51 time: 0.0475 data_time: 0.0010 memory: 906 2023/09/07 04:38:51 - mmengine - INFO - Epoch(val) [8][1260/2364] eta: 0:00:50 time: 0.0344 data_time: 0.0009 memory: 906 2023/09/07 04:38:52 - mmengine - INFO - Epoch(val) [8][1280/2364] eta: 0:00:49 time: 0.0586 data_time: 0.0009 memory: 906 2023/09/07 04:38:53 - mmengine - INFO - Epoch(val) [8][1300/2364] eta: 0:00:48 time: 0.0484 data_time: 0.0010 memory: 906 2023/09/07 04:38:54 - mmengine - INFO - Epoch(val) [8][1320/2364] eta: 0:00:47 time: 0.0503 data_time: 0.0009 memory: 906 2023/09/07 04:38:55 - mmengine - INFO - Epoch(val) [8][1340/2364] eta: 0:00:46 time: 0.0489 data_time: 0.0009 memory: 906 2023/09/07 04:38:56 - mmengine - INFO - Epoch(val) [8][1360/2364] eta: 0:00:45 time: 0.0455 data_time: 0.0009 memory: 906 2023/09/07 04:38:57 - mmengine - INFO - Epoch(val) [8][1380/2364] eta: 0:00:45 time: 0.0475 data_time: 0.0010 memory: 906 2023/09/07 04:38:58 - mmengine - INFO - Epoch(val) [8][1400/2364] eta: 0:00:44 time: 0.0472 data_time: 0.0009 memory: 906 2023/09/07 04:38:59 - mmengine - INFO - Epoch(val) [8][1420/2364] eta: 0:00:43 time: 0.0311 data_time: 0.0009 memory: 906 2023/09/07 04:39:00 - mmengine - INFO - Epoch(val) [8][1440/2364] eta: 0:00:42 time: 0.0488 data_time: 0.0009 memory: 906 2023/09/07 04:39:00 - mmengine - INFO - Epoch(val) [8][1460/2364] eta: 0:00:41 time: 0.0434 data_time: 0.0009 memory: 906 2023/09/07 04:39:01 - mmengine - INFO - Epoch(val) [8][1480/2364] eta: 0:00:40 time: 0.0450 data_time: 0.0009 memory: 906 2023/09/07 04:39:02 - mmengine - INFO - Epoch(val) [8][1500/2364] eta: 0:00:39 time: 0.0387 data_time: 0.0009 memory: 906 2023/09/07 04:39:03 - mmengine - INFO - Epoch(val) [8][1520/2364] eta: 0:00:38 time: 0.0442 data_time: 0.0009 memory: 906 2023/09/07 04:39:04 - mmengine - INFO - Epoch(val) [8][1540/2364] eta: 0:00:37 time: 0.0502 data_time: 0.0009 memory: 906 2023/09/07 04:39:05 - mmengine - INFO - Epoch(val) [8][1560/2364] eta: 0:00:36 time: 0.0543 data_time: 0.0009 memory: 906 2023/09/07 04:39:06 - mmengine - INFO - Epoch(val) [8][1580/2364] eta: 0:00:35 time: 0.0449 data_time: 0.0009 memory: 906 2023/09/07 04:39:07 - mmengine - INFO - Epoch(val) [8][1600/2364] eta: 0:00:34 time: 0.0412 data_time: 0.0009 memory: 906 2023/09/07 04:39:08 - mmengine - INFO - Epoch(val) [8][1620/2364] eta: 0:00:33 time: 0.0469 data_time: 0.0009 memory: 906 2023/09/07 04:39:09 - mmengine - INFO - Epoch(val) [8][1640/2364] eta: 0:00:33 time: 0.0458 data_time: 0.0009 memory: 906 2023/09/07 04:39:10 - mmengine - INFO - Epoch(val) [8][1660/2364] eta: 0:00:32 time: 0.0496 data_time: 0.0009 memory: 906 2023/09/07 04:39:11 - mmengine - INFO - Epoch(val) [8][1680/2364] eta: 0:00:31 time: 0.0463 data_time: 0.0010 memory: 906 2023/09/07 04:39:12 - mmengine - INFO - Epoch(val) [8][1700/2364] eta: 0:00:30 time: 0.0473 data_time: 0.0010 memory: 906 2023/09/07 04:39:13 - mmengine - INFO - Epoch(val) [8][1720/2364] eta: 0:00:29 time: 0.0474 data_time: 0.0009 memory: 906 2023/09/07 04:39:14 - mmengine - INFO - Epoch(val) [8][1740/2364] eta: 0:00:28 time: 0.0551 data_time: 0.0009 memory: 906 2023/09/07 04:39:14 - mmengine - INFO - Epoch(val) [8][1760/2364] eta: 0:00:27 time: 0.0395 data_time: 0.0009 memory: 906 2023/09/07 04:39:15 - mmengine - INFO - Epoch(val) [8][1780/2364] eta: 0:00:26 time: 0.0478 data_time: 0.0009 memory: 906 2023/09/07 04:39:16 - mmengine - INFO - Epoch(val) [8][1800/2364] eta: 0:00:25 time: 0.0391 data_time: 0.0009 memory: 906 2023/09/07 04:39:17 - mmengine - INFO - Epoch(val) [8][1820/2364] eta: 0:00:24 time: 0.0499 data_time: 0.0009 memory: 906 2023/09/07 04:39:18 - mmengine - INFO - Epoch(val) [8][1840/2364] eta: 0:00:23 time: 0.0329 data_time: 0.0008 memory: 906 2023/09/07 04:39:19 - mmengine - INFO - Epoch(val) [8][1860/2364] eta: 0:00:23 time: 0.0548 data_time: 0.0009 memory: 906 2023/09/07 04:39:20 - mmengine - INFO - Epoch(val) [8][1880/2364] eta: 0:00:22 time: 0.0451 data_time: 0.0009 memory: 906 2023/09/07 04:39:21 - mmengine - INFO - Epoch(val) [8][1900/2364] eta: 0:00:21 time: 0.0458 data_time: 0.0009 memory: 906 2023/09/07 04:39:21 - mmengine - INFO - Epoch(val) [8][1920/2364] eta: 0:00:20 time: 0.0362 data_time: 0.0009 memory: 906 2023/09/07 04:39:22 - mmengine - INFO - Epoch(val) [8][1940/2364] eta: 0:00:19 time: 0.0479 data_time: 0.0009 memory: 906 2023/09/07 04:39:23 - mmengine - INFO - Epoch(val) [8][1960/2364] eta: 0:00:18 time: 0.0418 data_time: 0.0009 memory: 906 2023/09/07 04:39:24 - mmengine - INFO - Epoch(val) [8][1980/2364] eta: 0:00:17 time: 0.0430 data_time: 0.0010 memory: 906 2023/09/07 04:39:25 - mmengine - INFO - Epoch(val) [8][2000/2364] eta: 0:00:16 time: 0.0457 data_time: 0.0009 memory: 906 2023/09/07 04:39:26 - mmengine - INFO - Epoch(val) [8][2020/2364] eta: 0:00:15 time: 0.0409 data_time: 0.0009 memory: 906 2023/09/07 04:39:27 - mmengine - INFO - Epoch(val) [8][2040/2364] eta: 0:00:14 time: 0.0454 data_time: 0.0009 memory: 906 2023/09/07 04:39:28 - mmengine - INFO - Epoch(val) [8][2060/2364] eta: 0:00:13 time: 0.0379 data_time: 0.0009 memory: 906 2023/09/07 04:39:28 - mmengine - INFO - Epoch(val) [8][2080/2364] eta: 0:00:12 time: 0.0448 data_time: 0.0009 memory: 906 2023/09/07 04:39:29 - mmengine - INFO - Epoch(val) [8][2100/2364] eta: 0:00:12 time: 0.0487 data_time: 0.0009 memory: 906 2023/09/07 04:39:30 - mmengine - INFO - Epoch(val) [8][2120/2364] eta: 0:00:11 time: 0.0449 data_time: 0.0009 memory: 906 2023/09/07 04:39:31 - mmengine - INFO - Epoch(val) [8][2140/2364] eta: 0:00:10 time: 0.0399 data_time: 0.0009 memory: 906 2023/09/07 04:39:32 - mmengine - INFO - Epoch(val) [8][2160/2364] eta: 0:00:09 time: 0.0413 data_time: 0.0009 memory: 906 2023/09/07 04:39:33 - mmengine - INFO - Epoch(val) [8][2180/2364] eta: 0:00:08 time: 0.0454 data_time: 0.0009 memory: 906 2023/09/07 04:39:34 - mmengine - INFO - Epoch(val) [8][2200/2364] eta: 0:00:07 time: 0.0448 data_time: 0.0010 memory: 906 2023/09/07 04:39:35 - mmengine - INFO - Epoch(val) [8][2220/2364] eta: 0:00:06 time: 0.0414 data_time: 0.0009 memory: 906 2023/09/07 04:39:35 - mmengine - INFO - Epoch(val) [8][2240/2364] eta: 0:00:05 time: 0.0425 data_time: 0.0009 memory: 906 2023/09/07 04:39:36 - mmengine - INFO - Epoch(val) [8][2260/2364] eta: 0:00:04 time: 0.0400 data_time: 0.0010 memory: 906 2023/09/07 04:39:37 - mmengine - INFO - Epoch(val) [8][2280/2364] eta: 0:00:03 time: 0.0468 data_time: 0.0009 memory: 906 2023/09/07 04:39:38 - mmengine - INFO - Epoch(val) [8][2300/2364] eta: 0:00:02 time: 0.0448 data_time: 0.0009 memory: 906 2023/09/07 04:39:39 - mmengine - INFO - Epoch(val) [8][2320/2364] eta: 0:00:01 time: 0.0438 data_time: 0.0009 memory: 906 2023/09/07 04:39:40 - mmengine - INFO - Epoch(val) [8][2340/2364] eta: 0:00:01 time: 0.0489 data_time: 0.0011 memory: 906 2023/09/07 04:39:41 - mmengine - INFO - Epoch(val) [8][2360/2364] eta: 0:00:00 time: 0.0377 data_time: 0.0009 memory: 906 2023/09/07 04:40:03 - mmengine - INFO - Epoch(val) [8][2364/2364] auc: 67.2888 AR@1: 0.3379 AR@5: 0.5109 AR@10: 0.5857 AR@100: 0.7174 data_time: 0.0010 time: 0.0453 2023/09/07 04:40:37 - mmengine - INFO - Epoch(train) [9][ 20/603] lr: 1.0000e-04 eta: 0:16:00 time: 1.6704 data_time: 0.0571 memory: 5413 grad_norm: 0.8733 loss: 1.2475 2023/09/07 04:41:09 - mmengine - INFO - Epoch(train) [9][ 40/603] lr: 1.0000e-04 eta: 0:15:27 time: 1.6159 data_time: 0.0056 memory: 5413 grad_norm: 0.8902 loss: 1.2555 2023/09/07 04:41:41 - mmengine - INFO - Epoch(train) [9][ 60/603] lr: 1.0000e-04 eta: 0:14:54 time: 1.6163 data_time: 0.0055 memory: 5413 grad_norm: 0.8052 loss: 1.2377 2023/09/07 04:42:14 - mmengine - INFO - Epoch(train) [9][ 80/603] lr: 1.0000e-04 eta: 0:14:21 time: 1.6150 data_time: 0.0060 memory: 5413 grad_norm: 0.8424 loss: 1.2388 2023/09/07 04:42:46 - mmengine - INFO - Epoch(train) [9][100/603] lr: 1.0000e-04 eta: 0:13:48 time: 1.6161 data_time: 0.0054 memory: 5413 grad_norm: 0.8252 loss: 1.2599 2023/09/07 04:43:18 - mmengine - INFO - Epoch(train) [9][120/603] lr: 1.0000e-04 eta: 0:13:15 time: 1.6141 data_time: 0.0055 memory: 5413 grad_norm: 0.8108 loss: 1.1624 2023/09/07 04:43:51 - mmengine - INFO - Epoch(train) [9][140/603] lr: 1.0000e-04 eta: 0:12:42 time: 1.6154 data_time: 0.0054 memory: 5413 grad_norm: 0.8569 loss: 1.1632 2023/09/07 04:44:23 - mmengine - INFO - Epoch(train) [9][160/603] lr: 1.0000e-04 eta: 0:12:09 time: 1.6163 data_time: 0.0058 memory: 5413 grad_norm: 0.8246 loss: 1.1890 2023/09/07 04:44:49 - mmengine - INFO - Exp name: bmn_2xb8-400x100-9e_activitynet-feature_20230907_020847 2023/09/07 04:44:55 - mmengine - INFO - Epoch(train) [9][180/603] lr: 1.0000e-04 eta: 0:11:36 time: 1.6152 data_time: 0.0060 memory: 5413 grad_norm: 0.8300 loss: 1.2243 2023/09/07 04:45:28 - mmengine - INFO - Epoch(train) [9][200/603] lr: 1.0000e-04 eta: 0:11:03 time: 1.6178 data_time: 0.0060 memory: 5413 grad_norm: 0.8304 loss: 1.2158 2023/09/07 04:46:00 - mmengine - INFO - Epoch(train) [9][220/603] lr: 1.0000e-04 eta: 0:10:30 time: 1.6158 data_time: 0.0057 memory: 5413 grad_norm: 0.8693 loss: 1.1870 2023/09/07 04:46:32 - mmengine - INFO - Epoch(train) [9][240/603] lr: 1.0000e-04 eta: 0:09:57 time: 1.6140 data_time: 0.0053 memory: 5413 grad_norm: 0.8187 loss: 1.1323 2023/09/07 04:47:05 - mmengine - INFO - Epoch(train) [9][260/603] lr: 1.0000e-04 eta: 0:09:24 time: 1.6142 data_time: 0.0052 memory: 5413 grad_norm: 0.8288 loss: 1.1415 2023/09/07 04:47:37 - mmengine - INFO - Epoch(train) [9][280/603] lr: 1.0000e-04 eta: 0:08:51 time: 1.6139 data_time: 0.0054 memory: 5413 grad_norm: 0.8363 loss: 1.1275 2023/09/07 04:48:09 - mmengine - INFO - Epoch(train) [9][300/603] lr: 1.0000e-04 eta: 0:08:18 time: 1.6152 data_time: 0.0051 memory: 5413 grad_norm: 0.8940 loss: 1.2766 2023/09/07 04:48:41 - mmengine - INFO - Epoch(train) [9][320/603] lr: 1.0000e-04 eta: 0:07:45 time: 1.6145 data_time: 0.0051 memory: 5413 grad_norm: 0.8370 loss: 1.1187 2023/09/07 04:49:14 - mmengine - INFO - Epoch(train) [9][340/603] lr: 1.0000e-04 eta: 0:07:12 time: 1.6136 data_time: 0.0053 memory: 5413 grad_norm: 0.8526 loss: 1.1845 2023/09/07 04:49:46 - mmengine - INFO - Epoch(train) [9][360/603] lr: 1.0000e-04 eta: 0:06:39 time: 1.6149 data_time: 0.0051 memory: 5413 grad_norm: 0.8453 loss: 1.1264 2023/09/07 04:50:18 - mmengine - INFO - Epoch(train) [9][380/603] lr: 1.0000e-04 eta: 0:06:06 time: 1.6134 data_time: 0.0053 memory: 5413 grad_norm: 0.8976 loss: 1.2829 2023/09/07 04:50:51 - mmengine - INFO - Epoch(train) [9][400/603] lr: 1.0000e-04 eta: 0:05:33 time: 1.6156 data_time: 0.0059 memory: 5413 grad_norm: 0.8418 loss: 1.1530 2023/09/07 04:51:23 - mmengine - INFO - Epoch(train) [9][420/603] lr: 1.0000e-04 eta: 0:05:00 time: 1.6154 data_time: 0.0054 memory: 5413 grad_norm: 0.9377 loss: 1.1693 2023/09/07 04:51:55 - mmengine - INFO - Epoch(train) [9][440/603] lr: 1.0000e-04 eta: 0:04:28 time: 1.6130 data_time: 0.0052 memory: 5413 grad_norm: 0.8615 loss: 1.2372 2023/09/07 04:52:27 - mmengine - INFO - Epoch(train) [9][460/603] lr: 1.0000e-04 eta: 0:03:55 time: 1.6149 data_time: 0.0061 memory: 5413 grad_norm: 0.8475 loss: 1.1594 2023/09/07 04:53:00 - mmengine - INFO - Epoch(train) [9][480/603] lr: 1.0000e-04 eta: 0:03:22 time: 1.6149 data_time: 0.0057 memory: 5413 grad_norm: 0.7846 loss: 1.1759 2023/09/07 04:53:32 - mmengine - INFO - Epoch(train) [9][500/603] lr: 1.0000e-04 eta: 0:02:49 time: 1.6150 data_time: 0.0060 memory: 5413 grad_norm: 0.8289 loss: 1.1554 2023/09/07 04:54:04 - mmengine - INFO - Epoch(train) [9][520/603] lr: 1.0000e-04 eta: 0:02:16 time: 1.6149 data_time: 0.0054 memory: 5413 grad_norm: 0.7869 loss: 1.0985 2023/09/07 04:54:37 - mmengine - INFO - Epoch(train) [9][540/603] lr: 1.0000e-04 eta: 0:01:43 time: 1.6142 data_time: 0.0054 memory: 5413 grad_norm: 0.9350 loss: 1.2318 2023/09/07 04:55:09 - mmengine - INFO - Epoch(train) [9][560/603] lr: 1.0000e-04 eta: 0:01:10 time: 1.6156 data_time: 0.0057 memory: 5413 grad_norm: 0.8085 loss: 1.1640 2023/09/07 04:55:41 - mmengine - INFO - Epoch(train) [9][580/603] lr: 1.0000e-04 eta: 0:00:37 time: 1.6146 data_time: 0.0053 memory: 5413 grad_norm: 0.8288 loss: 1.1680 2023/09/07 04:56:14 - mmengine - INFO - Epoch(train) [9][600/603] lr: 1.0000e-04 eta: 0:00:04 time: 1.6148 data_time: 0.0054 memory: 5413 grad_norm: 0.8386 loss: 1.2384 2023/09/07 04:56:18 - mmengine - INFO - Exp name: bmn_2xb8-400x100-9e_activitynet-feature_20230907_020847 2023/09/07 04:56:18 - mmengine - INFO - Epoch(train) [9][603/603] lr: 1.0000e-04 eta: 0:00:00 time: 1.6155 data_time: 0.0055 memory: 5413 grad_norm: 0.8620 loss: 1.2307 2023/09/07 04:56:18 - mmengine - INFO - Saving checkpoint at 9 epochs 2023/09/07 04:56:21 - mmengine - INFO - Epoch(val) [9][ 20/2364] eta: 0:02:16 time: 0.0583 data_time: 0.0092 memory: 906 2023/09/07 04:56:22 - mmengine - INFO - Epoch(val) [9][ 40/2364] eta: 0:01:59 time: 0.0450 data_time: 0.0009 memory: 906 2023/09/07 04:56:23 - mmengine - INFO - Epoch(val) [9][ 60/2364] eta: 0:01:51 time: 0.0415 data_time: 0.0011 memory: 906 2023/09/07 04:56:24 - mmengine - INFO - Epoch(val) [9][ 80/2364] eta: 0:01:50 time: 0.0486 data_time: 0.0010 memory: 906 2023/09/07 04:56:25 - mmengine - INFO - Epoch(val) [9][ 100/2364] eta: 0:01:49 time: 0.0487 data_time: 0.0009 memory: 906 2023/09/07 04:56:26 - mmengine - INFO - Epoch(val) [9][ 120/2364] eta: 0:01:47 time: 0.0460 data_time: 0.0011 memory: 906 2023/09/07 04:56:27 - mmengine - INFO - Epoch(val) [9][ 140/2364] eta: 0:01:47 time: 0.0501 data_time: 0.0010 memory: 906 2023/09/07 04:56:28 - mmengine - INFO - Epoch(val) [9][ 160/2364] eta: 0:01:46 time: 0.0482 data_time: 0.0009 memory: 906 2023/09/07 04:56:29 - mmengine - INFO - Epoch(val) [9][ 180/2364] eta: 0:01:45 time: 0.0467 data_time: 0.0010 memory: 906 2023/09/07 04:56:30 - mmengine - INFO - Epoch(val) [9][ 200/2364] eta: 0:01:45 time: 0.0566 data_time: 0.0009 memory: 906 2023/09/07 04:56:31 - mmengine - INFO - Epoch(val) [9][ 220/2364] eta: 0:01:44 time: 0.0480 data_time: 0.0009 memory: 906 2023/09/07 04:56:32 - mmengine - INFO - Epoch(val) [9][ 240/2364] eta: 0:01:43 time: 0.0457 data_time: 0.0010 memory: 906 2023/09/07 04:56:33 - mmengine - INFO - Epoch(val) [9][ 260/2364] eta: 0:01:42 time: 0.0506 data_time: 0.0011 memory: 906 2023/09/07 04:56:34 - mmengine - INFO - Epoch(val) [9][ 280/2364] eta: 0:01:42 time: 0.0537 data_time: 0.0009 memory: 906 2023/09/07 04:56:35 - mmengine - INFO - Epoch(val) [9][ 300/2364] eta: 0:01:41 time: 0.0502 data_time: 0.0009 memory: 906 2023/09/07 04:56:36 - mmengine - INFO - Epoch(val) [9][ 320/2364] eta: 0:01:40 time: 0.0500 data_time: 0.0009 memory: 906 2023/09/07 04:56:37 - mmengine - INFO - Epoch(val) [9][ 340/2364] eta: 0:01:41 time: 0.0643 data_time: 0.0009 memory: 906 2023/09/07 04:56:38 - mmengine - INFO - Epoch(val) [9][ 360/2364] eta: 0:01:39 time: 0.0419 data_time: 0.0010 memory: 906 2023/09/07 04:56:39 - mmengine - INFO - Epoch(val) [9][ 380/2364] eta: 0:01:37 time: 0.0436 data_time: 0.0009 memory: 906 2023/09/07 04:56:40 - mmengine - INFO - Epoch(val) [9][ 400/2364] eta: 0:01:37 time: 0.0528 data_time: 0.0009 memory: 906 2023/09/07 04:56:41 - mmengine - INFO - Epoch(val) [9][ 420/2364] eta: 0:01:36 time: 0.0524 data_time: 0.0010 memory: 906 2023/09/07 04:56:42 - mmengine - INFO - Epoch(val) [9][ 440/2364] eta: 0:01:35 time: 0.0488 data_time: 0.0009 memory: 906 2023/09/07 04:56:43 - mmengine - INFO - Epoch(val) [9][ 460/2364] eta: 0:01:33 time: 0.0403 data_time: 0.0009 memory: 906 2023/09/07 04:56:44 - mmengine - INFO - Epoch(val) [9][ 480/2364] eta: 0:01:32 time: 0.0470 data_time: 0.0008 memory: 906 2023/09/07 04:56:45 - mmengine - INFO - Epoch(val) [9][ 500/2364] eta: 0:01:30 time: 0.0394 data_time: 0.0009 memory: 906 2023/09/07 04:56:46 - mmengine - INFO - Epoch(val) [9][ 520/2364] eta: 0:01:29 time: 0.0445 data_time: 0.0010 memory: 906 2023/09/07 04:56:46 - mmengine - INFO - Epoch(val) [9][ 540/2364] eta: 0:01:28 time: 0.0432 data_time: 0.0009 memory: 906 2023/09/07 04:56:47 - mmengine - INFO - Epoch(val) [9][ 560/2364] eta: 0:01:27 time: 0.0493 data_time: 0.0009 memory: 906 2023/09/07 04:56:48 - mmengine - INFO - Epoch(val) [9][ 580/2364] eta: 0:01:26 time: 0.0495 data_time: 0.0008 memory: 906 2023/09/07 04:56:49 - mmengine - INFO - Epoch(val) [9][ 600/2364] eta: 0:01:25 time: 0.0424 data_time: 0.0009 memory: 906 2023/09/07 04:56:50 - mmengine - INFO - Epoch(val) [9][ 620/2364] eta: 0:01:24 time: 0.0481 data_time: 0.0009 memory: 906 2023/09/07 04:56:51 - mmengine - INFO - Epoch(val) [9][ 640/2364] eta: 0:01:22 time: 0.0432 data_time: 0.0009 memory: 906 2023/09/07 04:56:52 - mmengine - INFO - Epoch(val) [9][ 660/2364] eta: 0:01:22 time: 0.0532 data_time: 0.0009 memory: 906 2023/09/07 04:56:53 - mmengine - INFO - Epoch(val) [9][ 680/2364] eta: 0:01:21 time: 0.0607 data_time: 0.0010 memory: 906 2023/09/07 04:56:54 - mmengine - INFO - Epoch(val) [9][ 700/2364] eta: 0:01:20 time: 0.0382 data_time: 0.0009 memory: 906 2023/09/07 04:56:55 - mmengine - INFO - Epoch(val) [9][ 720/2364] eta: 0:01:19 time: 0.0497 data_time: 0.0009 memory: 906 2023/09/07 04:56:56 - mmengine - INFO - Epoch(val) [9][ 740/2364] eta: 0:01:19 time: 0.0634 data_time: 0.0010 memory: 906 2023/09/07 04:56:57 - mmengine - INFO - Epoch(val) [9][ 760/2364] eta: 0:01:17 time: 0.0379 data_time: 0.0009 memory: 906 2023/09/07 04:56:58 - mmengine - INFO - Epoch(val) [9][ 780/2364] eta: 0:01:16 time: 0.0503 data_time: 0.0011 memory: 906 2023/09/07 04:56:59 - mmengine - INFO - Epoch(val) [9][ 800/2364] eta: 0:01:15 time: 0.0394 data_time: 0.0010 memory: 906 2023/09/07 04:57:00 - mmengine - INFO - Epoch(val) [9][ 820/2364] eta: 0:01:14 time: 0.0481 data_time: 0.0009 memory: 906 2023/09/07 04:57:01 - mmengine - INFO - Epoch(val) [9][ 840/2364] eta: 0:01:13 time: 0.0497 data_time: 0.0009 memory: 906 2023/09/07 04:57:02 - mmengine - INFO - Epoch(val) [9][ 860/2364] eta: 0:01:12 time: 0.0397 data_time: 0.0011 memory: 906 2023/09/07 04:57:03 - mmengine - INFO - Epoch(val) [9][ 880/2364] eta: 0:01:11 time: 0.0484 data_time: 0.0009 memory: 906 2023/09/07 04:57:04 - mmengine - INFO - Epoch(val) [9][ 900/2364] eta: 0:01:10 time: 0.0473 data_time: 0.0009 memory: 906 2023/09/07 04:57:05 - mmengine - INFO - Epoch(val) [9][ 920/2364] eta: 0:01:09 time: 0.0490 data_time: 0.0009 memory: 906 2023/09/07 04:57:05 - mmengine - INFO - Epoch(val) [9][ 940/2364] eta: 0:01:08 time: 0.0360 data_time: 0.0009 memory: 906 2023/09/07 04:57:06 - mmengine - INFO - Epoch(val) [9][ 960/2364] eta: 0:01:07 time: 0.0556 data_time: 0.0010 memory: 906 2023/09/07 04:57:07 - mmengine - INFO - Epoch(val) [9][ 980/2364] eta: 0:01:06 time: 0.0527 data_time: 0.0009 memory: 906 2023/09/07 04:57:08 - mmengine - INFO - Epoch(val) [9][1000/2364] eta: 0:01:05 time: 0.0450 data_time: 0.0010 memory: 906 2023/09/07 04:57:09 - mmengine - INFO - Epoch(val) [9][1020/2364] eta: 0:01:04 time: 0.0514 data_time: 0.0009 memory: 906 2023/09/07 04:57:10 - mmengine - INFO - Epoch(val) [9][1040/2364] eta: 0:01:03 time: 0.0492 data_time: 0.0009 memory: 906 2023/09/07 04:57:11 - mmengine - INFO - Epoch(val) [9][1060/2364] eta: 0:01:02 time: 0.0454 data_time: 0.0010 memory: 906 2023/09/07 04:57:12 - mmengine - INFO - Epoch(val) [9][1080/2364] eta: 0:01:01 time: 0.0518 data_time: 0.0009 memory: 906 2023/09/07 04:57:13 - mmengine - INFO - Epoch(val) [9][1100/2364] eta: 0:01:00 time: 0.0498 data_time: 0.0009 memory: 906 2023/09/07 04:57:14 - mmengine - INFO - Epoch(val) [9][1120/2364] eta: 0:00:59 time: 0.0493 data_time: 0.0009 memory: 906 2023/09/07 04:57:15 - mmengine - INFO - Epoch(val) [9][1140/2364] eta: 0:00:59 time: 0.0501 data_time: 0.0009 memory: 906 2023/09/07 04:57:16 - mmengine - INFO - Epoch(val) [9][1160/2364] eta: 0:00:58 time: 0.0479 data_time: 0.0009 memory: 906 2023/09/07 04:57:17 - mmengine - INFO - Epoch(val) [9][1180/2364] eta: 0:00:57 time: 0.0508 data_time: 0.0010 memory: 906 2023/09/07 04:57:18 - mmengine - INFO - Epoch(val) [9][1200/2364] eta: 0:00:56 time: 0.0464 data_time: 0.0009 memory: 906 2023/09/07 04:57:20 - mmengine - INFO - Epoch(val) [9][1220/2364] eta: 0:00:55 time: 0.0717 data_time: 0.0011 memory: 906 2023/09/07 04:57:21 - mmengine - INFO - Epoch(val) [9][1240/2364] eta: 0:00:54 time: 0.0484 data_time: 0.0009 memory: 906 2023/09/07 04:57:21 - mmengine - INFO - Epoch(val) [9][1260/2364] eta: 0:00:53 time: 0.0384 data_time: 0.0009 memory: 906 2023/09/07 04:57:22 - mmengine - INFO - Epoch(val) [9][1280/2364] eta: 0:00:52 time: 0.0492 data_time: 0.0009 memory: 906 2023/09/07 04:57:23 - mmengine - INFO - Epoch(val) [9][1300/2364] eta: 0:00:51 time: 0.0476 data_time: 0.0009 memory: 906 2023/09/07 04:57:24 - mmengine - INFO - Epoch(val) [9][1320/2364] eta: 0:00:50 time: 0.0532 data_time: 0.0009 memory: 906 2023/09/07 04:57:25 - mmengine - INFO - Epoch(val) [9][1340/2364] eta: 0:00:49 time: 0.0521 data_time: 0.0010 memory: 906 2023/09/07 04:57:26 - mmengine - INFO - Epoch(val) [9][1360/2364] eta: 0:00:48 time: 0.0472 data_time: 0.0009 memory: 906 2023/09/07 04:57:27 - mmengine - INFO - Epoch(val) [9][1380/2364] eta: 0:00:47 time: 0.0492 data_time: 0.0009 memory: 906 2023/09/07 04:57:28 - mmengine - INFO - Epoch(val) [9][1400/2364] eta: 0:00:46 time: 0.0500 data_time: 0.0009 memory: 906 2023/09/07 04:57:29 - mmengine - INFO - Epoch(val) [9][1420/2364] eta: 0:00:45 time: 0.0333 data_time: 0.0009 memory: 906 2023/09/07 04:57:30 - mmengine - INFO - Epoch(val) [9][1440/2364] eta: 0:00:44 time: 0.0533 data_time: 0.0010 memory: 906 2023/09/07 04:57:31 - mmengine - INFO - Epoch(val) [9][1460/2364] eta: 0:00:43 time: 0.0466 data_time: 0.0009 memory: 906 2023/09/07 04:57:32 - mmengine - INFO - Epoch(val) [9][1480/2364] eta: 0:00:42 time: 0.0461 data_time: 0.0009 memory: 906 2023/09/07 04:57:33 - mmengine - INFO - Epoch(val) [9][1500/2364] eta: 0:00:41 time: 0.0405 data_time: 0.0009 memory: 906 2023/09/07 04:57:34 - mmengine - INFO - Epoch(val) [9][1520/2364] eta: 0:00:40 time: 0.0462 data_time: 0.0008 memory: 906 2023/09/07 04:57:35 - mmengine - INFO - Epoch(val) [9][1540/2364] eta: 0:00:39 time: 0.0578 data_time: 0.0009 memory: 906 2023/09/07 04:57:36 - mmengine - INFO - Epoch(val) [9][1560/2364] eta: 0:00:38 time: 0.0579 data_time: 0.0010 memory: 906 2023/09/07 04:57:37 - mmengine - INFO - Epoch(val) [9][1580/2364] eta: 0:00:37 time: 0.0458 data_time: 0.0008 memory: 906 2023/09/07 04:57:38 - mmengine - INFO - Epoch(val) [9][1600/2364] eta: 0:00:36 time: 0.0452 data_time: 0.0010 memory: 906 2023/09/07 04:57:39 - mmengine - INFO - Epoch(val) [9][1620/2364] eta: 0:00:36 time: 0.0471 data_time: 0.0009 memory: 906 2023/09/07 04:57:40 - mmengine - INFO - Epoch(val) [9][1640/2364] eta: 0:00:35 time: 0.0472 data_time: 0.0009 memory: 906 2023/09/07 04:57:41 - mmengine - INFO - Epoch(val) [9][1660/2364] eta: 0:00:34 time: 0.0533 data_time: 0.0009 memory: 906 2023/09/07 04:57:42 - mmengine - INFO - Epoch(val) [9][1680/2364] eta: 0:00:33 time: 0.0477 data_time: 0.0009 memory: 906 2023/09/07 04:57:43 - mmengine - INFO - Epoch(val) [9][1700/2364] eta: 0:00:32 time: 0.0504 data_time: 0.0009 memory: 906 2023/09/07 04:57:44 - mmengine - INFO - Epoch(val) [9][1720/2364] eta: 0:00:31 time: 0.0487 data_time: 0.0009 memory: 906 2023/09/07 04:57:45 - mmengine - INFO - Epoch(val) [9][1740/2364] eta: 0:00:30 time: 0.0573 data_time: 0.0009 memory: 906 2023/09/07 04:57:46 - mmengine - INFO - Epoch(val) [9][1760/2364] eta: 0:00:29 time: 0.0417 data_time: 0.0010 memory: 906 2023/09/07 04:57:47 - mmengine - INFO - Epoch(val) [9][1780/2364] eta: 0:00:28 time: 0.0495 data_time: 0.0009 memory: 906 2023/09/07 04:57:48 - mmengine - INFO - Epoch(val) [9][1800/2364] eta: 0:00:27 time: 0.0572 data_time: 0.0009 memory: 906 2023/09/07 04:57:49 - mmengine - INFO - Epoch(val) [9][1820/2364] eta: 0:00:26 time: 0.0519 data_time: 0.0009 memory: 906 2023/09/07 04:57:50 - mmengine - INFO - Epoch(val) [9][1840/2364] eta: 0:00:25 time: 0.0349 data_time: 0.0009 memory: 906 2023/09/07 04:57:50 - mmengine - INFO - Epoch(val) [9][1860/2364] eta: 0:00:24 time: 0.0400 data_time: 0.0009 memory: 906 2023/09/07 04:57:51 - mmengine - INFO - Epoch(val) [9][1880/2364] eta: 0:00:23 time: 0.0470 data_time: 0.0009 memory: 906 2023/09/07 04:57:52 - mmengine - INFO - Epoch(val) [9][1900/2364] eta: 0:00:22 time: 0.0468 data_time: 0.0008 memory: 906 2023/09/07 04:57:53 - mmengine - INFO - Epoch(val) [9][1920/2364] eta: 0:00:21 time: 0.0370 data_time: 0.0009 memory: 906 2023/09/07 04:57:54 - mmengine - INFO - Epoch(val) [9][1940/2364] eta: 0:00:20 time: 0.0504 data_time: 0.0009 memory: 906 2023/09/07 04:57:55 - mmengine - INFO - Epoch(val) [9][1960/2364] eta: 0:00:19 time: 0.0438 data_time: 0.0009 memory: 906 2023/09/07 04:57:56 - mmengine - INFO - Epoch(val) [9][1980/2364] eta: 0:00:18 time: 0.0432 data_time: 0.0010 memory: 906 2023/09/07 04:57:57 - mmengine - INFO - Epoch(val) [9][2000/2364] eta: 0:00:17 time: 0.0511 data_time: 0.0010 memory: 906 2023/09/07 04:57:58 - mmengine - INFO - Epoch(val) [9][2020/2364] eta: 0:00:16 time: 0.0437 data_time: 0.0009 memory: 906 2023/09/07 04:57:59 - mmengine - INFO - Epoch(val) [9][2040/2364] eta: 0:00:15 time: 0.0464 data_time: 0.0009 memory: 906 2023/09/07 04:57:59 - mmengine - INFO - Epoch(val) [9][2060/2364] eta: 0:00:14 time: 0.0424 data_time: 0.0010 memory: 906 2023/09/07 04:58:00 - mmengine - INFO - Epoch(val) [9][2080/2364] eta: 0:00:13 time: 0.0443 data_time: 0.0009 memory: 906 2023/09/07 04:58:01 - mmengine - INFO - Epoch(val) [9][2100/2364] eta: 0:00:12 time: 0.0526 data_time: 0.0009 memory: 906 2023/09/07 04:58:02 - mmengine - INFO - Epoch(val) [9][2120/2364] eta: 0:00:11 time: 0.0485 data_time: 0.0009 memory: 906 2023/09/07 04:58:03 - mmengine - INFO - Epoch(val) [9][2140/2364] eta: 0:00:10 time: 0.0419 data_time: 0.0008 memory: 906 2023/09/07 04:58:04 - mmengine - INFO - Epoch(val) [9][2160/2364] eta: 0:00:09 time: 0.0431 data_time: 0.0009 memory: 906 2023/09/07 04:58:05 - mmengine - INFO - Epoch(val) [9][2180/2364] eta: 0:00:08 time: 0.0458 data_time: 0.0009 memory: 906 2023/09/07 04:58:06 - mmengine - INFO - Epoch(val) [9][2200/2364] eta: 0:00:07 time: 0.0470 data_time: 0.0010 memory: 906 2023/09/07 04:58:07 - mmengine - INFO - Epoch(val) [9][2220/2364] eta: 0:00:06 time: 0.0460 data_time: 0.0009 memory: 906 2023/09/07 04:58:08 - mmengine - INFO - Epoch(val) [9][2240/2364] eta: 0:00:05 time: 0.0452 data_time: 0.0008 memory: 906 2023/09/07 04:58:09 - mmengine - INFO - Epoch(val) [9][2260/2364] eta: 0:00:04 time: 0.0430 data_time: 0.0009 memory: 906 2023/09/07 04:58:10 - mmengine - INFO - Epoch(val) [9][2280/2364] eta: 0:00:04 time: 0.0493 data_time: 0.0008 memory: 906 2023/09/07 04:58:10 - mmengine - INFO - Epoch(val) [9][2300/2364] eta: 0:00:03 time: 0.0475 data_time: 0.0009 memory: 906 2023/09/07 04:58:11 - mmengine - INFO - Epoch(val) [9][2320/2364] eta: 0:00:02 time: 0.0462 data_time: 0.0009 memory: 906 2023/09/07 04:58:13 - mmengine - INFO - Epoch(val) [9][2340/2364] eta: 0:00:01 time: 0.0549 data_time: 0.0009 memory: 906 2023/09/07 04:58:13 - mmengine - INFO - Epoch(val) [9][2360/2364] eta: 0:00:00 time: 0.0396 data_time: 0.0008 memory: 906 2023/09/07 04:58:37 - mmengine - INFO - Epoch(val) [9][2364/2364] auc: 67.3341 AR@1: 0.3406 AR@5: 0.5125 AR@10: 0.5852 AR@100: 0.7181 data_time: 0.0010 time: 0.0479 2023/09/07 05:21:55 - mmengine - INFO - ------------------------------------------------------------ System environment: sys.platform: linux Python: 3.7.13 (default, Mar 29 2022, 02:18:16) [GCC 7.5.0] CUDA available: True numpy_random_seed: 900645594 GPU 0: NVIDIA A100-SXM4-80GB CUDA_HOME: /mnt/cache/share/cuda-11.1 NVCC: Cuda compilation tools, release 11.1, V11.1.74 GCC: x86_64-conda_cos6-linux-gnu-gcc (crosstool-NG 1.23.0.449-a04d0) 7.3.0 PyTorch: 1.12.1+cu113 PyTorch compiling details: PyTorch built with: - GCC 9.3 - C++ Version: 201402 - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.6.0 (Git Hash 52b5f107dd9cf10910aaa19cb47f3abf9b349815) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 11.3 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 - CuDNN 8.1.1 (built against CUDA 11.2) - Built with CuDNN 8.3.2 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.3.2, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Werror=cast-function-type -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.12.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=OFF, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, TorchVision: 0.13.1+cu113 OpenCV: 4.7.0 MMEngine: 0.7.4 Runtime environment: cudnn_benchmark: False mp_cfg: {'mp_start_method': 'fork', 'opencv_num_threads': 0} dist_cfg: {'backend': 'nccl'} seed: 900645594 Distributed launcher: none Distributed training: False GPU number: 1 ------------------------------------------------------------ 2023/09/07 05:21:55 - mmengine - INFO - Config: model = dict( type='BMN', temporal_dim=100, boundary_ratio=0.5, num_samples=32, num_samples_per_bin=3, feat_dim=2048, soft_nms_alpha=0.4, soft_nms_low_threshold=0.5, soft_nms_high_threshold=0.9, post_process_top_k=100) default_scope = 'mmaction' default_hooks = dict( runtime_info=dict(type='RuntimeInfoHook'), timer=dict(type='IterTimerHook'), logger=dict(type='LoggerHook', interval=20, ignore_last=False), param_scheduler=dict(type='ParamSchedulerHook'), checkpoint=dict(type='CheckpointHook', interval=1, save_best='auto'), sampler_seed=dict(type='DistSamplerSeedHook'), sync_buffers=dict(type='SyncBuffersHook')) env_cfg = dict( cudnn_benchmark=False, mp_cfg=dict(mp_start_method='fork', opencv_num_threads=0), dist_cfg=dict(backend='nccl')) log_processor = dict(type='LogProcessor', window_size=20, by_epoch=True) vis_backends = [dict(type='LocalVisBackend')] visualizer = dict( type='ActionVisualizer', vis_backends=[dict(type='LocalVisBackend')]) log_level = 'INFO' load_from = 'work_dirs/bmn_400x100_2x8_9e_activitynet_feature/epoch_9.pth' resume = False dataset_type = 'ActivityNetDataset' data_root = 'data/ActivityNet/k700slowonly' data_root_val = 'data/ActivityNet/k700slowonly' 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_val.json' train_pipeline = [ dict(type='LoadLocalizationFeature'), dict(type='GenerateLocalizationLabels'), dict( type='PackLocalizationInputs', keys=('gt_bbox', ), meta_keys=('video_name', )) ] val_pipeline = [ dict(type='LoadLocalizationFeature'), dict(type='GenerateLocalizationLabels'), dict( type='PackLocalizationInputs', keys=('gt_bbox', ), meta_keys=('video_name', 'duration_second', 'duration_frame', 'annotations', 'feature_frame')) ] test_pipeline = [ dict(type='LoadLocalizationFeature'), dict( type='PackLocalizationInputs', keys=('gt_bbox', ), meta_keys=('video_name', 'duration_second', 'duration_frame', 'annotations', 'feature_frame')) ] train_dataloader = dict( batch_size=8, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=True), drop_last=True, dataset=dict( type='ActivityNetDataset', ann_file='data/ActivityNet/anet_anno_train.json', data_prefix=dict(video='data/ActivityNet/k700slowonly'), pipeline=[ dict(type='LoadLocalizationFeature'), dict(type='GenerateLocalizationLabels'), dict( type='PackLocalizationInputs', keys=('gt_bbox', ), meta_keys=('video_name', )) ])) val_dataloader = dict( batch_size=1, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='ActivityNetDataset', ann_file='data/ActivityNet/anet_anno_val.json', data_prefix=dict(video='data/ActivityNet/k700slowonly'), pipeline=[ dict(type='LoadLocalizationFeature'), dict(type='GenerateLocalizationLabels'), dict( type='PackLocalizationInputs', keys=('gt_bbox', ), meta_keys=('video_name', 'duration_second', 'duration_frame', 'annotations', 'feature_frame')) ], test_mode=True)) test_dataloader = dict( batch_size=1, num_workers=8, persistent_workers=True, sampler=dict(type='DefaultSampler', shuffle=False), dataset=dict( type='ActivityNetDataset', ann_file='data/ActivityNet/anet_anno_val.json', data_prefix=dict(video='data/ActivityNet/k700slowonly'), pipeline=[ dict(type='LoadLocalizationFeature'), dict( type='PackLocalizationInputs', keys=('gt_bbox', ), meta_keys=('video_name', 'duration_second', 'duration_frame', 'annotations', 'feature_frame')) ], test_mode=True)) max_epochs = 9 train_cfg = dict( type='EpochBasedTrainLoop', max_epochs=9, val_begin=1, val_interval=1) val_cfg = dict(type='ValLoop') test_cfg = dict(type='TestLoop') optim_wrapper = dict( optimizer=dict(type='Adam', lr=0.001, weight_decay=0.0001), clip_grad=dict(max_norm=40, norm_type=2)) param_scheduler = [ dict( type='MultiStepLR', begin=0, end=9, by_epoch=True, milestones=[7], gamma=0.1) ] work_dir = './work_dirs/bmn_400x100_2x8_9e_activitynet_feature/' test_evaluator = dict( type='ANetMetric', metric_type='AR@AN', dump_config=dict( out='./work_dirs/bmn_400x100_2x8_9e_activitynet_feature//results.json', output_format='json')) val_evaluator = dict( type='ANetMetric', metric_type='AR@AN', dump_config=dict( out='./work_dirs/bmn_400x100_2x8_9e_activitynet_feature//results.json', output_format='json')) launcher = 'none' 2023/09/07 05:22:04 - mmengine - INFO - Distributed training is not used, all SyncBatchNorm (SyncBN) layers in the model will be automatically reverted to BatchNormXd layers if they are used. 2023/09/07 05:22:04 - mmengine - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) RuntimeInfoHook (BELOW_NORMAL) LoggerHook -------------------- before_train: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (VERY_LOW ) CheckpointHook -------------------- before_train_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (NORMAL ) DistSamplerSeedHook -------------------- before_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook -------------------- after_train_iter: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_train_epoch: (NORMAL ) IterTimerHook (NORMAL ) SyncBuffersHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- before_val_epoch: (NORMAL ) IterTimerHook (NORMAL ) SyncBuffersHook -------------------- before_val_iter: (NORMAL ) IterTimerHook -------------------- after_val_iter: (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_val_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook (LOW ) ParamSchedulerHook (VERY_LOW ) CheckpointHook -------------------- after_train: (VERY_LOW ) CheckpointHook -------------------- before_test_epoch: (NORMAL ) IterTimerHook -------------------- before_test_iter: (NORMAL ) IterTimerHook -------------------- after_test_iter: (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_test_epoch: (VERY_HIGH ) RuntimeInfoHook (NORMAL ) IterTimerHook (BELOW_NORMAL) LoggerHook -------------------- after_run: (BELOW_NORMAL) LoggerHook -------------------- 2023/09/07 05:22:06 - mmengine - WARNING - The prefix is not set in metric class ANetMetric. 2023/09/07 05:22:06 - mmengine - INFO - Load checkpoint from work_dirs/bmn_400x100_2x8_9e_activitynet_feature/epoch_9.pth 2023/09/07 05:22:11 - mmengine - INFO - Epoch(test) [ 20/4728] eta: 0:19:13 time: 0.2449 data_time: 0.0189 memory: 824 2023/09/07 05:22:12 - mmengine - INFO - Epoch(test) [ 40/4728] eta: 0:11:18 time: 0.0447 data_time: 0.0009 memory: 824 2023/09/07 05:22:13 - mmengine - INFO - Epoch(test) [ 60/4728] eta: 0:08:42 time: 0.0464 data_time: 0.0009 memory: 824 2023/09/07 05:22:14 - mmengine - INFO - Epoch(test) [ 80/4728] eta: 0:07:35 time: 0.0563 data_time: 0.0008 memory: 824 2023/09/07 05:22:15 - mmengine - INFO - Epoch(test) [ 100/4728] eta: 0:06:48 time: 0.0489 data_time: 0.0009 memory: 824 2023/09/07 05:22:16 - mmengine - INFO - Epoch(test) [ 120/4728] eta: 0:06:15 time: 0.0472 data_time: 0.0009 memory: 824 2023/09/07 05:22:17 - mmengine - INFO - Epoch(test) [ 140/4728] eta: 0:05:51 time: 0.0486 data_time: 0.0008 memory: 824 2023/09/07 05:22:18 - mmengine - INFO - Epoch(test) [ 160/4728] eta: 0:05:36 time: 0.0516 data_time: 0.0008 memory: 824 2023/09/07 05:22:19 - mmengine - INFO - Epoch(test) [ 180/4728] eta: 0:05:20 time: 0.0464 data_time: 0.0008 memory: 824 2023/09/07 05:22:20 - mmengine - INFO - Epoch(test) [ 200/4728] eta: 0:05:10 time: 0.0515 data_time: 0.0008 memory: 824 2023/09/07 05:22:21 - mmengine - INFO - Epoch(test) [ 220/4728] eta: 0:05:01 time: 0.0482 data_time: 0.0008 memory: 824 2023/09/07 05:22:22 - mmengine - INFO - Epoch(test) [ 240/4728] eta: 0:04:54 time: 0.0529 data_time: 0.0008 memory: 824 2023/09/07 05:22:23 - mmengine - INFO - Epoch(test) [ 260/4728] eta: 0:04:43 time: 0.0377 data_time: 0.0008 memory: 824 2023/09/07 05:22:24 - mmengine - INFO - Epoch(test) [ 280/4728] eta: 0:04:40 time: 0.0566 data_time: 0.0008 memory: 824 2023/09/07 05:22:25 - mmengine - INFO - Epoch(test) [ 300/4728] eta: 0:04:33 time: 0.0444 data_time: 0.0008 memory: 824 2023/09/07 05:22:26 - mmengine - INFO - Epoch(test) [ 320/4728] eta: 0:04:31 time: 0.0607 data_time: 0.0008 memory: 824 2023/09/07 05:22:27 - mmengine - INFO - Epoch(test) [ 340/4728] eta: 0:04:26 time: 0.0435 data_time: 0.0008 memory: 824 2023/09/07 05:22:28 - mmengine - INFO - Epoch(test) [ 360/4728] eta: 0:04:22 time: 0.0519 data_time: 0.0008 memory: 824 2023/09/07 05:22:29 - mmengine - INFO - Epoch(test) [ 380/4728] eta: 0:04:18 time: 0.0481 data_time: 0.0008 memory: 824 2023/09/07 05:22:30 - mmengine - INFO - Epoch(test) [ 400/4728] eta: 0:04:15 time: 0.0502 data_time: 0.0009 memory: 824 2023/09/07 05:22:31 - mmengine - INFO - Epoch(test) [ 420/4728] eta: 0:04:11 time: 0.0430 data_time: 0.0008 memory: 824 2023/09/07 05:22:32 - mmengine - INFO - Epoch(test) [ 440/4728] eta: 0:04:08 time: 0.0493 data_time: 0.0008 memory: 824 2023/09/07 05:22:32 - mmengine - INFO - Epoch(test) [ 460/4728] eta: 0:04:04 time: 0.0421 data_time: 0.0008 memory: 824 2023/09/07 05:22:33 - mmengine - INFO - Epoch(test) [ 480/4728] eta: 0:04:00 time: 0.0438 data_time: 0.0008 memory: 824 2023/09/07 05:22:34 - mmengine - INFO - Epoch(test) [ 500/4728] eta: 0:03:58 time: 0.0496 data_time: 0.0008 memory: 824 2023/09/07 05:22:35 - mmengine - INFO - Epoch(test) [ 520/4728] eta: 0:03:55 time: 0.0455 data_time: 0.0008 memory: 824 2023/09/07 05:22:36 - mmengine - INFO - Epoch(test) [ 540/4728] eta: 0:03:52 time: 0.0458 data_time: 0.0008 memory: 824 2023/09/07 05:22:37 - mmengine - INFO - Epoch(test) [ 560/4728] eta: 0:03:51 time: 0.0551 data_time: 0.0008 memory: 824 2023/09/07 05:22:38 - mmengine - INFO - Epoch(test) [ 580/4728] eta: 0:03:49 time: 0.0526 data_time: 0.0008 memory: 824 2023/09/07 05:22:39 - mmengine - INFO - Epoch(test) [ 600/4728] eta: 0:03:48 time: 0.0511 data_time: 0.0008 memory: 824 2023/09/07 05:22:40 - mmengine - INFO - Epoch(test) [ 620/4728] eta: 0:03:46 time: 0.0531 data_time: 0.0008 memory: 824 2023/09/07 05:22:41 - mmengine - INFO - Epoch(test) [ 640/4728] eta: 0:03:44 time: 0.0467 data_time: 0.0009 memory: 824 2023/09/07 05:22:42 - mmengine - INFO - Epoch(test) [ 660/4728] eta: 0:03:42 time: 0.0494 data_time: 0.0008 memory: 824 2023/09/07 05:22:43 - mmengine - INFO - Epoch(test) [ 680/4728] eta: 0:03:39 time: 0.0378 data_time: 0.0008 memory: 824 2023/09/07 05:22:44 - mmengine - INFO - Epoch(test) [ 700/4728] eta: 0:03:36 time: 0.0398 data_time: 0.0008 memory: 824 2023/09/07 05:22:45 - mmengine - INFO - Epoch(test) [ 720/4728] eta: 0:03:35 time: 0.0527 data_time: 0.0008 memory: 824 2023/09/07 05:22:46 - mmengine - INFO - Epoch(test) [ 740/4728] eta: 0:03:35 time: 0.0647 data_time: 0.0008 memory: 824 2023/09/07 05:22:47 - mmengine - INFO - Epoch(test) [ 760/4728] eta: 0:03:33 time: 0.0430 data_time: 0.0008 memory: 824 2023/09/07 05:22:48 - mmengine - INFO - Epoch(test) [ 780/4728] eta: 0:03:32 time: 0.0534 data_time: 0.0009 memory: 824 2023/09/07 05:22:49 - mmengine - INFO - Epoch(test) [ 800/4728] eta: 0:03:31 time: 0.0494 data_time: 0.0008 memory: 824 2023/09/07 05:22:50 - mmengine - INFO - Epoch(test) [ 820/4728] eta: 0:03:29 time: 0.0476 data_time: 0.0008 memory: 824 2023/09/07 05:22:51 - mmengine - INFO - Epoch(test) [ 840/4728] eta: 0:03:28 time: 0.0512 data_time: 0.0008 memory: 824 2023/09/07 05:22:52 - mmengine - INFO - Epoch(test) [ 860/4728] eta: 0:03:26 time: 0.0470 data_time: 0.0008 memory: 824 2023/09/07 05:22:53 - mmengine - INFO - Epoch(test) [ 880/4728] eta: 0:03:25 time: 0.0527 data_time: 0.0008 memory: 824 2023/09/07 05:22:54 - mmengine - INFO - Epoch(test) [ 900/4728] eta: 0:03:23 time: 0.0452 data_time: 0.0008 memory: 824 2023/09/07 05:22:55 - mmengine - INFO - Epoch(test) [ 920/4728] eta: 0:03:21 time: 0.0438 data_time: 0.0008 memory: 824 2023/09/07 05:22:56 - mmengine - INFO - Epoch(test) [ 940/4728] eta: 0:03:19 time: 0.0438 data_time: 0.0008 memory: 824 2023/09/07 05:22:57 - mmengine - INFO - Epoch(test) [ 960/4728] eta: 0:03:17 time: 0.0413 data_time: 0.0008 memory: 824 2023/09/07 05:22:58 - mmengine - INFO - Epoch(test) [ 980/4728] eta: 0:03:17 time: 0.0552 data_time: 0.0008 memory: 824 2023/09/07 05:22:59 - mmengine - INFO - Epoch(test) [1000/4728] eta: 0:03:15 time: 0.0441 data_time: 0.0008 memory: 824 2023/09/07 05:22:59 - mmengine - INFO - Epoch(test) [1020/4728] eta: 0:03:13 time: 0.0447 data_time: 0.0009 memory: 824 2023/09/07 05:23:00 - mmengine - INFO - Epoch(test) [1040/4728] eta: 0:03:12 time: 0.0463 data_time: 0.0008 memory: 824 2023/09/07 05:23:01 - mmengine - INFO - Epoch(test) [1060/4728] eta: 0:03:10 time: 0.0450 data_time: 0.0008 memory: 824 2023/09/07 05:23:02 - mmengine - INFO - Epoch(test) [1080/4728] eta: 0:03:08 time: 0.0409 data_time: 0.0008 memory: 824 2023/09/07 05:23:03 - mmengine - INFO - Epoch(test) [1100/4728] eta: 0:03:07 time: 0.0520 data_time: 0.0008 memory: 824 2023/09/07 05:23:04 - mmengine - INFO - Epoch(test) [1120/4728] eta: 0:03:06 time: 0.0447 data_time: 0.0008 memory: 824 2023/09/07 05:23:05 - mmengine - INFO - Epoch(test) [1140/4728] eta: 0:03:05 time: 0.0459 data_time: 0.0008 memory: 824 2023/09/07 05:23:06 - mmengine - INFO - Epoch(test) [1160/4728] eta: 0:03:03 time: 0.0477 data_time: 0.0008 memory: 824 2023/09/07 05:23:07 - mmengine - INFO - Epoch(test) [1180/4728] eta: 0:03:02 time: 0.0495 data_time: 0.0008 memory: 824 2023/09/07 05:23:08 - mmengine - INFO - Epoch(test) [1200/4728] eta: 0:03:00 time: 0.0402 data_time: 0.0008 memory: 824 2023/09/07 05:23:09 - mmengine - INFO - Epoch(test) [1220/4728] eta: 0:03:00 time: 0.0623 data_time: 0.0008 memory: 824 2023/09/07 05:23:10 - mmengine - INFO - Epoch(test) [1240/4728] eta: 0:02:59 time: 0.0463 data_time: 0.0008 memory: 824 2023/09/07 05:23:11 - mmengine - INFO - Epoch(test) [1260/4728] eta: 0:02:58 time: 0.0599 data_time: 0.0008 memory: 824 2023/09/07 05:23:12 - mmengine - INFO - Epoch(test) [1280/4728] eta: 0:02:57 time: 0.0428 data_time: 0.0008 memory: 824 2023/09/07 05:23:13 - mmengine - INFO - Epoch(test) [1300/4728] eta: 0:02:56 time: 0.0613 data_time: 0.0008 memory: 824 2023/09/07 05:23:14 - mmengine - INFO - Epoch(test) [1320/4728] eta: 0:02:55 time: 0.0450 data_time: 0.0008 memory: 824 2023/09/07 05:23:15 - mmengine - INFO - Epoch(test) [1340/4728] eta: 0:02:55 time: 0.0687 data_time: 0.0008 memory: 824 2023/09/07 05:23:16 - mmengine - INFO - Epoch(test) [1360/4728] eta: 0:02:53 time: 0.0479 data_time: 0.0008 memory: 824 2023/09/07 05:23:17 - mmengine - INFO - Epoch(test) [1380/4728] eta: 0:02:52 time: 0.0464 data_time: 0.0008 memory: 824 2023/09/07 05:23:18 - mmengine - INFO - Epoch(test) [1400/4728] eta: 0:02:51 time: 0.0459 data_time: 0.0008 memory: 824 2023/09/07 05:23:19 - mmengine - INFO - Epoch(test) [1420/4728] eta: 0:02:50 time: 0.0568 data_time: 0.0008 memory: 824 2023/09/07 05:23:20 - mmengine - INFO - Epoch(test) [1440/4728] eta: 0:02:49 time: 0.0539 data_time: 0.0008 memory: 824 2023/09/07 05:23:21 - mmengine - INFO - Epoch(test) [1460/4728] eta: 0:02:48 time: 0.0478 data_time: 0.0008 memory: 824 2023/09/07 05:23:22 - mmengine - INFO - Epoch(test) [1480/4728] eta: 0:02:47 time: 0.0495 data_time: 0.0008 memory: 824 2023/09/07 05:23:23 - mmengine - INFO - Epoch(test) [1500/4728] eta: 0:02:46 time: 0.0455 data_time: 0.0008 memory: 824 2023/09/07 05:23:24 - mmengine - INFO - Epoch(test) [1520/4728] eta: 0:02:44 time: 0.0472 data_time: 0.0008 memory: 824 2023/09/07 05:23:25 - mmengine - INFO - Epoch(test) [1540/4728] eta: 0:02:43 time: 0.0478 data_time: 0.0009 memory: 824 2023/09/07 05:23:26 - mmengine - INFO - Epoch(test) [1560/4728] eta: 0:02:42 time: 0.0552 data_time: 0.0009 memory: 824 2023/09/07 05:23:27 - mmengine - INFO - Epoch(test) [1580/4728] eta: 0:02:41 time: 0.0478 data_time: 0.0008 memory: 824 2023/09/07 05:23:28 - mmengine - INFO - Epoch(test) [1600/4728] eta: 0:02:40 time: 0.0499 data_time: 0.0008 memory: 824 2023/09/07 05:23:29 - mmengine - INFO - Epoch(test) [1620/4728] eta: 0:02:39 time: 0.0512 data_time: 0.0009 memory: 824 2023/09/07 05:23:30 - mmengine - INFO - Epoch(test) [1640/4728] eta: 0:02:38 time: 0.0486 data_time: 0.0008 memory: 824 2023/09/07 05:23:31 - mmengine - INFO - Epoch(test) [1660/4728] eta: 0:02:37 time: 0.0513 data_time: 0.0009 memory: 824 2023/09/07 05:23:32 - mmengine - INFO - Epoch(test) [1680/4728] eta: 0:02:35 time: 0.0428 data_time: 0.0008 memory: 824 2023/09/07 05:23:33 - mmengine - INFO - Epoch(test) [1700/4728] eta: 0:02:34 time: 0.0427 data_time: 0.0008 memory: 824 2023/09/07 05:23:34 - mmengine - INFO - Epoch(test) [1720/4728] eta: 0:02:33 time: 0.0427 data_time: 0.0008 memory: 824 2023/09/07 05:23:35 - mmengine - INFO - Epoch(test) [1740/4728] eta: 0:02:31 time: 0.0408 data_time: 0.0009 memory: 824 2023/09/07 05:23:36 - mmengine - INFO - Epoch(test) [1760/4728] eta: 0:02:30 time: 0.0473 data_time: 0.0008 memory: 824 2023/09/07 05:23:37 - mmengine - INFO - Epoch(test) [1780/4728] eta: 0:02:29 time: 0.0516 data_time: 0.0009 memory: 824 2023/09/07 05:23:38 - mmengine - INFO - Epoch(test) [1800/4728] eta: 0:02:28 time: 0.0501 data_time: 0.0008 memory: 824 2023/09/07 05:23:39 - mmengine - INFO - Epoch(test) [1820/4728] eta: 0:02:27 time: 0.0421 data_time: 0.0008 memory: 824 2023/09/07 05:23:40 - mmengine - INFO - Epoch(test) [1840/4728] eta: 0:02:27 time: 0.0705 data_time: 0.0008 memory: 824 2023/09/07 05:23:41 - mmengine - INFO - Epoch(test) [1860/4728] eta: 0:02:25 time: 0.0430 data_time: 0.0008 memory: 824 2023/09/07 05:23:42 - mmengine - INFO - Epoch(test) [1880/4728] eta: 0:02:24 time: 0.0430 data_time: 0.0008 memory: 824 2023/09/07 05:23:43 - mmengine - INFO - Epoch(test) [1900/4728] eta: 0:02:23 time: 0.0571 data_time: 0.0008 memory: 824 2023/09/07 05:23:44 - mmengine - INFO - Epoch(test) [1920/4728] eta: 0:02:22 time: 0.0462 data_time: 0.0009 memory: 824 2023/09/07 05:23:45 - mmengine - INFO - Epoch(test) [1940/4728] eta: 0:02:21 time: 0.0506 data_time: 0.0008 memory: 824 2023/09/07 05:23:46 - mmengine - INFO - Epoch(test) [1960/4728] eta: 0:02:20 time: 0.0509 data_time: 0.0008 memory: 824 2023/09/07 05:23:47 - mmengine - INFO - Epoch(test) [1980/4728] eta: 0:02:19 time: 0.0483 data_time: 0.0008 memory: 824 2023/09/07 05:23:48 - mmengine - INFO - Epoch(test) [2000/4728] eta: 0:02:18 time: 0.0549 data_time: 0.0008 memory: 824 2023/09/07 05:23:49 - mmengine - INFO - Epoch(test) [2020/4728] eta: 0:02:17 time: 0.0549 data_time: 0.0008 memory: 824 2023/09/07 05:23:50 - mmengine - INFO - Epoch(test) [2040/4728] eta: 0:02:16 time: 0.0524 data_time: 0.0008 memory: 824 2023/09/07 05:23:51 - mmengine - INFO - Epoch(test) [2060/4728] eta: 0:02:15 time: 0.0543 data_time: 0.0008 memory: 824 2023/09/07 05:23:52 - mmengine - INFO - Epoch(test) [2080/4728] eta: 0:02:14 time: 0.0479 data_time: 0.0008 memory: 824 2023/09/07 05:23:53 - mmengine - INFO - Epoch(test) [2100/4728] eta: 0:02:13 time: 0.0455 data_time: 0.0008 memory: 824 2023/09/07 05:23:54 - mmengine - INFO - Epoch(test) [2120/4728] eta: 0:02:12 time: 0.0455 data_time: 0.0008 memory: 824 2023/09/07 05:23:55 - mmengine - INFO - Epoch(test) [2140/4728] eta: 0:02:11 time: 0.0468 data_time: 0.0008 memory: 824 2023/09/07 05:23:56 - mmengine - INFO - Epoch(test) [2160/4728] eta: 0:02:10 time: 0.0494 data_time: 0.0008 memory: 824 2023/09/07 05:23:57 - mmengine - INFO - Epoch(test) [2180/4728] eta: 0:02:09 time: 0.0468 data_time: 0.0008 memory: 824 2023/09/07 05:23:58 - mmengine - INFO - Epoch(test) [2200/4728] eta: 0:02:08 time: 0.0510 data_time: 0.0008 memory: 824 2023/09/07 05:23:59 - mmengine - INFO - Epoch(test) [2220/4728] eta: 0:02:07 time: 0.0461 data_time: 0.0008 memory: 824 2023/09/07 05:24:00 - mmengine - INFO - Epoch(test) [2240/4728] eta: 0:02:05 time: 0.0479 data_time: 0.0007 memory: 824 2023/09/07 05:24:01 - mmengine - INFO - Epoch(test) [2260/4728] eta: 0:02:04 time: 0.0474 data_time: 0.0007 memory: 824 2023/09/07 05:24:02 - mmengine - INFO - Epoch(test) [2280/4728] eta: 0:02:03 time: 0.0523 data_time: 0.0008 memory: 824 2023/09/07 05:24:02 - mmengine - INFO - Epoch(test) [2300/4728] eta: 0:02:02 time: 0.0430 data_time: 0.0007 memory: 824 2023/09/07 05:24:04 - mmengine - INFO - Epoch(test) [2320/4728] eta: 0:02:01 time: 0.0540 data_time: 0.0007 memory: 824 2023/09/07 05:24:05 - mmengine - INFO - Epoch(test) [2340/4728] eta: 0:02:00 time: 0.0494 data_time: 0.0007 memory: 824 2023/09/07 05:24:05 - mmengine - INFO - Epoch(test) [2360/4728] eta: 0:01:59 time: 0.0475 data_time: 0.0007 memory: 824 2023/09/07 05:24:07 - mmengine - INFO - Epoch(test) [2380/4728] eta: 0:01:58 time: 0.0515 data_time: 0.0007 memory: 824 2023/09/07 05:24:07 - mmengine - INFO - Epoch(test) [2400/4728] eta: 0:01:57 time: 0.0470 data_time: 0.0007 memory: 824 2023/09/07 05:24:08 - mmengine - INFO - Epoch(test) [2420/4728] eta: 0:01:56 time: 0.0435 data_time: 0.0007 memory: 824 2023/09/07 05:24:09 - mmengine - INFO - Epoch(test) [2440/4728] eta: 0:01:55 time: 0.0488 data_time: 0.0007 memory: 824 2023/09/07 05:24:10 - mmengine - INFO - Epoch(test) [2460/4728] eta: 0:01:54 time: 0.0505 data_time: 0.0007 memory: 824 2023/09/07 05:24:11 - mmengine - INFO - Epoch(test) [2480/4728] eta: 0:01:53 time: 0.0445 data_time: 0.0007 memory: 824 2023/09/07 05:24:12 - mmengine - INFO - Epoch(test) [2500/4728] eta: 0:01:52 time: 0.0529 data_time: 0.0007 memory: 824 2023/09/07 05:24:13 - mmengine - INFO - Epoch(test) [2520/4728] eta: 0:01:51 time: 0.0546 data_time: 0.0007 memory: 824 2023/09/07 05:24:14 - mmengine - INFO - Epoch(test) [2540/4728] eta: 0:01:50 time: 0.0523 data_time: 0.0007 memory: 824 2023/09/07 05:24:15 - mmengine - INFO - Epoch(test) [2560/4728] eta: 0:01:49 time: 0.0446 data_time: 0.0007 memory: 824 2023/09/07 05:24:16 - mmengine - INFO - Epoch(test) [2580/4728] eta: 0:01:48 time: 0.0479 data_time: 0.0007 memory: 824 2023/09/07 05:24:17 - mmengine - INFO - Epoch(test) [2600/4728] eta: 0:01:47 time: 0.0472 data_time: 0.0007 memory: 824 2023/09/07 05:24:18 - mmengine - INFO - Epoch(test) [2620/4728] eta: 0:01:46 time: 0.0494 data_time: 0.0007 memory: 824 2023/09/07 05:24:19 - mmengine - INFO - Epoch(test) [2640/4728] eta: 0:01:45 time: 0.0545 data_time: 0.0007 memory: 824 2023/09/07 05:24:20 - mmengine - INFO - Epoch(test) [2660/4728] eta: 0:01:44 time: 0.0438 data_time: 0.0007 memory: 824 2023/09/07 05:24:21 - mmengine - INFO - Epoch(test) [2680/4728] eta: 0:01:43 time: 0.0546 data_time: 0.0007 memory: 824 2023/09/07 05:24:22 - mmengine - INFO - Epoch(test) [2700/4728] eta: 0:01:42 time: 0.0435 data_time: 0.0007 memory: 824 2023/09/07 05:24:23 - mmengine - INFO - Epoch(test) [2720/4728] eta: 0:01:41 time: 0.0491 data_time: 0.0007 memory: 824 2023/09/07 05:24:24 - mmengine - INFO - Epoch(test) [2740/4728] eta: 0:01:40 time: 0.0540 data_time: 0.0007 memory: 824 2023/09/07 05:24:25 - mmengine - INFO - Epoch(test) [2760/4728] eta: 0:01:38 time: 0.0430 data_time: 0.0007 memory: 824 2023/09/07 05:24:26 - mmengine - INFO - Epoch(test) [2780/4728] eta: 0:01:37 time: 0.0485 data_time: 0.0007 memory: 824 2023/09/07 05:24:27 - mmengine - INFO - Epoch(test) [2800/4728] eta: 0:01:36 time: 0.0488 data_time: 0.0007 memory: 824 2023/09/07 05:24:28 - mmengine - INFO - Epoch(test) [2820/4728] eta: 0:01:35 time: 0.0378 data_time: 0.0007 memory: 824 2023/09/07 05:24:29 - mmengine - INFO - Epoch(test) [2840/4728] eta: 0:01:34 time: 0.0398 data_time: 0.0007 memory: 824 2023/09/07 05:24:30 - mmengine - INFO - Epoch(test) [2860/4728] eta: 0:01:33 time: 0.0536 data_time: 0.0007 memory: 824 2023/09/07 05:24:31 - mmengine - INFO - Epoch(test) [2880/4728] eta: 0:01:32 time: 0.0527 data_time: 0.0007 memory: 824 2023/09/07 05:24:32 - mmengine - INFO - Epoch(test) [2900/4728] eta: 0:01:31 time: 0.0478 data_time: 0.0007 memory: 824 2023/09/07 05:24:33 - mmengine - INFO - Epoch(test) [2920/4728] eta: 0:01:30 time: 0.0465 data_time: 0.0007 memory: 824 2023/09/07 05:24:34 - mmengine - INFO - Epoch(test) [2940/4728] eta: 0:01:29 time: 0.0503 data_time: 0.0007 memory: 824 2023/09/07 05:24:34 - mmengine - INFO - Epoch(test) [2960/4728] eta: 0:01:28 time: 0.0406 data_time: 0.0007 memory: 824 2023/09/07 05:24:35 - mmengine - INFO - Epoch(test) [2980/4728] eta: 0:01:27 time: 0.0492 data_time: 0.0007 memory: 824 2023/09/07 05:24:36 - mmengine - INFO - Epoch(test) [3000/4728] eta: 0:01:26 time: 0.0394 data_time: 0.0007 memory: 824 2023/09/07 05:24:37 - mmengine - INFO - Epoch(test) [3020/4728] eta: 0:01:25 time: 0.0473 data_time: 0.0007 memory: 824 2023/09/07 05:24:38 - mmengine - INFO - Epoch(test) [3040/4728] eta: 0:01:24 time: 0.0494 data_time: 0.0007 memory: 824 2023/09/07 05:24:39 - mmengine - INFO - Epoch(test) [3060/4728] eta: 0:01:23 time: 0.0458 data_time: 0.0007 memory: 824 2023/09/07 05:24:40 - mmengine - INFO - Epoch(test) [3080/4728] eta: 0:01:22 time: 0.0478 data_time: 0.0007 memory: 824 2023/09/07 05:24:41 - mmengine - INFO - Epoch(test) [3100/4728] eta: 0:01:21 time: 0.0565 data_time: 0.0007 memory: 824 2023/09/07 05:24:42 - mmengine - INFO - Epoch(test) [3120/4728] eta: 0:01:20 time: 0.0490 data_time: 0.0007 memory: 824 2023/09/07 05:24:43 - mmengine - INFO - Epoch(test) [3140/4728] eta: 0:01:19 time: 0.0510 data_time: 0.0008 memory: 824 2023/09/07 05:24:44 - mmengine - INFO - Epoch(test) [3160/4728] eta: 0:01:18 time: 0.0442 data_time: 0.0007 memory: 824 2023/09/07 05:24:45 - mmengine - INFO - Epoch(test) [3180/4728] eta: 0:01:17 time: 0.0473 data_time: 0.0007 memory: 824 2023/09/07 05:24:46 - mmengine - INFO - Epoch(test) [3200/4728] eta: 0:01:16 time: 0.0421 data_time: 0.0007 memory: 824 2023/09/07 05:24:47 - mmengine - INFO - Epoch(test) [3220/4728] eta: 0:01:15 time: 0.0444 data_time: 0.0007 memory: 824 2023/09/07 05:24:47 - mmengine - INFO - Epoch(test) [3240/4728] eta: 0:01:14 time: 0.0422 data_time: 0.0008 memory: 824 2023/09/07 05:24:49 - mmengine - INFO - Epoch(test) [3260/4728] eta: 0:01:13 time: 0.0555 data_time: 0.0007 memory: 824 2023/09/07 05:24:50 - mmengine - INFO - Epoch(test) [3280/4728] eta: 0:01:12 time: 0.0466 data_time: 0.0007 memory: 824 2023/09/07 05:24:51 - mmengine - INFO - Epoch(test) [3300/4728] eta: 0:01:11 time: 0.0480 data_time: 0.0007 memory: 824 2023/09/07 05:24:51 - mmengine - INFO - Epoch(test) [3320/4728] eta: 0:01:10 time: 0.0466 data_time: 0.0007 memory: 824 2023/09/07 05:24:52 - mmengine - INFO - Epoch(test) [3340/4728] eta: 0:01:09 time: 0.0466 data_time: 0.0007 memory: 824 2023/09/07 05:24:54 - mmengine - INFO - Epoch(test) [3360/4728] eta: 0:01:08 time: 0.0770 data_time: 0.0007 memory: 824 2023/09/07 05:24:55 - mmengine - INFO - Epoch(test) [3380/4728] eta: 0:01:07 time: 0.0477 data_time: 0.0007 memory: 824 2023/09/07 05:24:56 - mmengine - INFO - Epoch(test) [3400/4728] eta: 0:01:06 time: 0.0530 data_time: 0.0008 memory: 824 2023/09/07 05:24:57 - mmengine - INFO - Epoch(test) [3420/4728] eta: 0:01:05 time: 0.0573 data_time: 0.0009 memory: 824 2023/09/07 05:24:58 - mmengine - INFO - Epoch(test) [3440/4728] eta: 0:01:04 time: 0.0453 data_time: 0.0008 memory: 824 2023/09/07 05:24:59 - mmengine - INFO - Epoch(test) [3460/4728] eta: 0:01:03 time: 0.0451 data_time: 0.0007 memory: 824 2023/09/07 05:25:00 - mmengine - INFO - Epoch(test) [3480/4728] eta: 0:01:02 time: 0.0475 data_time: 0.0007 memory: 824 2023/09/07 05:25:01 - mmengine - INFO - Epoch(test) [3500/4728] eta: 0:01:01 time: 0.0402 data_time: 0.0007 memory: 824 2023/09/07 05:25:01 - mmengine - INFO - Epoch(test) [3520/4728] eta: 0:01:00 time: 0.0401 data_time: 0.0008 memory: 824 2023/09/07 05:25:02 - mmengine - INFO - Epoch(test) [3540/4728] eta: 0:00:59 time: 0.0521 data_time: 0.0007 memory: 824 2023/09/07 05:25:04 - mmengine - INFO - Epoch(test) [3560/4728] eta: 0:00:58 time: 0.0537 data_time: 0.0008 memory: 824 2023/09/07 05:25:04 - mmengine - INFO - Epoch(test) [3580/4728] eta: 0:00:57 time: 0.0417 data_time: 0.0007 memory: 824 2023/09/07 05:25:05 - mmengine - INFO - Epoch(test) [3600/4728] eta: 0:00:56 time: 0.0433 data_time: 0.0007 memory: 824 2023/09/07 05:25:06 - mmengine - INFO - Epoch(test) [3620/4728] eta: 0:00:55 time: 0.0458 data_time: 0.0007 memory: 824 2023/09/07 05:25:07 - mmengine - INFO - Epoch(test) [3640/4728] eta: 0:00:54 time: 0.0481 data_time: 0.0007 memory: 824 2023/09/07 05:25:08 - mmengine - INFO - Epoch(test) [3660/4728] eta: 0:00:53 time: 0.0469 data_time: 0.0007 memory: 824 2023/09/07 05:25:09 - mmengine - INFO - Epoch(test) [3680/4728] eta: 0:00:51 time: 0.0345 data_time: 0.0007 memory: 824 2023/09/07 05:25:10 - mmengine - INFO - Epoch(test) [3700/4728] eta: 0:00:50 time: 0.0421 data_time: 0.0007 memory: 824 2023/09/07 05:25:10 - mmengine - INFO - Epoch(test) [3720/4728] eta: 0:00:49 time: 0.0434 data_time: 0.0007 memory: 824 2023/09/07 05:25:11 - mmengine - INFO - Epoch(test) [3740/4728] eta: 0:00:48 time: 0.0440 data_time: 0.0007 memory: 824 2023/09/07 05:25:12 - mmengine - INFO - Epoch(test) [3760/4728] eta: 0:00:47 time: 0.0486 data_time: 0.0007 memory: 824 2023/09/07 05:25:13 - mmengine - INFO - Epoch(test) [3780/4728] eta: 0:00:46 time: 0.0548 data_time: 0.0007 memory: 824 2023/09/07 05:25:14 - mmengine - INFO - Epoch(test) [3800/4728] eta: 0:00:45 time: 0.0404 data_time: 0.0007 memory: 824 2023/09/07 05:25:15 - mmengine - INFO - Epoch(test) [3820/4728] eta: 0:00:44 time: 0.0451 data_time: 0.0008 memory: 824 2023/09/07 05:25:16 - mmengine - INFO - Epoch(test) [3840/4728] eta: 0:00:43 time: 0.0368 data_time: 0.0007 memory: 824 2023/09/07 05:25:17 - mmengine - INFO - Epoch(test) [3860/4728] eta: 0:00:42 time: 0.0480 data_time: 0.0007 memory: 824 2023/09/07 05:25:18 - mmengine - INFO - Epoch(test) [3880/4728] eta: 0:00:41 time: 0.0439 data_time: 0.0007 memory: 824 2023/09/07 05:25:19 - mmengine - INFO - Epoch(test) [3900/4728] eta: 0:00:40 time: 0.0429 data_time: 0.0007 memory: 824 2023/09/07 05:25:20 - mmengine - INFO - Epoch(test) [3920/4728] eta: 0:00:39 time: 0.0472 data_time: 0.0007 memory: 824 2023/09/07 05:25:20 - mmengine - INFO - Epoch(test) [3940/4728] eta: 0:00:38 time: 0.0380 data_time: 0.0007 memory: 824 2023/09/07 05:25:21 - mmengine - INFO - Epoch(test) [3960/4728] eta: 0:00:37 time: 0.0427 data_time: 0.0008 memory: 824 2023/09/07 05:25:22 - mmengine - INFO - Epoch(test) [3980/4728] eta: 0:00:36 time: 0.0519 data_time: 0.0007 memory: 824 2023/09/07 05:25:23 - mmengine - INFO - Epoch(test) [4000/4728] eta: 0:00:35 time: 0.0443 data_time: 0.0007 memory: 824 2023/09/07 05:25:24 - mmengine - INFO - Epoch(test) [4020/4728] eta: 0:00:34 time: 0.0420 data_time: 0.0008 memory: 824 2023/09/07 05:25:25 - mmengine - INFO - Epoch(test) [4040/4728] eta: 0:00:33 time: 0.0466 data_time: 0.0007 memory: 824 2023/09/07 05:25:26 - mmengine - INFO - Epoch(test) [4060/4728] eta: 0:00:32 time: 0.0517 data_time: 0.0008 memory: 824 2023/09/07 05:25:27 - mmengine - INFO - Epoch(test) [4080/4728] eta: 0:00:31 time: 0.0446 data_time: 0.0008 memory: 824 2023/09/07 05:25:28 - mmengine - INFO - Epoch(test) [4100/4728] eta: 0:00:30 time: 0.0516 data_time: 0.0007 memory: 824 2023/09/07 05:25:29 - mmengine - INFO - Epoch(test) [4120/4728] eta: 0:00:29 time: 0.0429 data_time: 0.0008 memory: 824 2023/09/07 05:25:30 - mmengine - INFO - Epoch(test) [4140/4728] eta: 0:00:28 time: 0.0437 data_time: 0.0007 memory: 824 2023/09/07 05:25:30 - mmengine - INFO - Epoch(test) [4160/4728] eta: 0:00:27 time: 0.0476 data_time: 0.0007 memory: 824 2023/09/07 05:25:31 - mmengine - INFO - Epoch(test) [4180/4728] eta: 0:00:26 time: 0.0439 data_time: 0.0007 memory: 824 2023/09/07 05:25:32 - mmengine - INFO - Epoch(test) [4200/4728] eta: 0:00:25 time: 0.0436 data_time: 0.0008 memory: 824 2023/09/07 05:25:33 - mmengine - INFO - Epoch(test) [4220/4728] eta: 0:00:24 time: 0.0495 data_time: 0.0007 memory: 824 2023/09/07 05:25:34 - mmengine - INFO - Epoch(test) [4240/4728] eta: 0:00:23 time: 0.0482 data_time: 0.0008 memory: 824 2023/09/07 05:25:35 - mmengine - INFO - Epoch(test) [4260/4728] eta: 0:00:22 time: 0.0444 data_time: 0.0008 memory: 824 2023/09/07 05:25:36 - mmengine - INFO - Epoch(test) [4280/4728] eta: 0:00:21 time: 0.0426 data_time: 0.0007 memory: 824 2023/09/07 05:25:37 - mmengine - INFO - Epoch(test) [4300/4728] eta: 0:00:20 time: 0.0510 data_time: 0.0007 memory: 824 2023/09/07 05:25:38 - mmengine - INFO - Epoch(test) [4320/4728] eta: 0:00:19 time: 0.0392 data_time: 0.0007 memory: 824 2023/09/07 05:25:39 - mmengine - INFO - Epoch(test) [4340/4728] eta: 0:00:18 time: 0.0449 data_time: 0.0007 memory: 824 2023/09/07 05:25:40 - mmengine - INFO - Epoch(test) [4360/4728] eta: 0:00:18 time: 0.0488 data_time: 0.0007 memory: 824 2023/09/07 05:25:41 - mmengine - INFO - Epoch(test) [4380/4728] eta: 0:00:17 time: 0.0938 data_time: 0.0008 memory: 824 2023/09/07 05:25:42 - mmengine - INFO - Epoch(test) [4400/4728] eta: 0:00:16 time: 0.0477 data_time: 0.0007 memory: 824 2023/09/07 05:25:44 - mmengine - INFO - Epoch(test) [4420/4728] eta: 0:00:15 time: 0.0578 data_time: 0.0007 memory: 824 2023/09/07 05:25:45 - mmengine - INFO - Epoch(test) [4440/4728] eta: 0:00:14 time: 0.0460 data_time: 0.0007 memory: 824 2023/09/07 05:25:46 - mmengine - INFO - Epoch(test) [4460/4728] eta: 0:00:13 time: 0.0501 data_time: 0.0008 memory: 824 2023/09/07 05:25:46 - mmengine - INFO - Epoch(test) [4480/4728] eta: 0:00:12 time: 0.0481 data_time: 0.0007 memory: 824 2023/09/07 05:25:47 - mmengine - INFO - Epoch(test) [4500/4728] eta: 0:00:11 time: 0.0485 data_time: 0.0007 memory: 824 2023/09/07 05:25:48 - mmengine - INFO - Epoch(test) [4520/4728] eta: 0:00:10 time: 0.0385 data_time: 0.0007 memory: 824 2023/09/07 05:25:49 - mmengine - INFO - Epoch(test) [4540/4728] eta: 0:00:09 time: 0.0434 data_time: 0.0007 memory: 824 2023/09/07 05:25:50 - mmengine - INFO - Epoch(test) [4560/4728] eta: 0:00:08 time: 0.0501 data_time: 0.0007 memory: 824 2023/09/07 05:25:51 - mmengine - INFO - Epoch(test) [4580/4728] eta: 0:00:07 time: 0.0454 data_time: 0.0008 memory: 824 2023/09/07 05:25:52 - mmengine - INFO - Epoch(test) [4600/4728] eta: 0:00:06 time: 0.0402 data_time: 0.0008 memory: 824 2023/09/07 05:25:53 - mmengine - INFO - Epoch(test) [4620/4728] eta: 0:00:05 time: 0.0553 data_time: 0.0007 memory: 824 2023/09/07 05:25:54 - mmengine - INFO - Epoch(test) [4640/4728] eta: 0:00:04 time: 0.0395 data_time: 0.0007 memory: 824 2023/09/07 05:25:55 - mmengine - INFO - Epoch(test) [4660/4728] eta: 0:00:03 time: 0.0498 data_time: 0.0007 memory: 824 2023/09/07 05:25:56 - mmengine - INFO - Epoch(test) [4680/4728] eta: 0:00:02 time: 0.0455 data_time: 0.0007 memory: 824 2023/09/07 05:25:57 - mmengine - INFO - Epoch(test) [4700/4728] eta: 0:00:01 time: 0.0541 data_time: 0.0008 memory: 824 2023/09/07 05:25:57 - mmengine - INFO - Epoch(test) [4720/4728] eta: 0:00:00 time: 0.0366 data_time: 0.0007 memory: 824 2023/09/07 05:26:27 - mmengine - INFO - Epoch(test) [4728/4728] auc: 68.0373 AR@1: 0.3344 AR@5: 0.5053 AR@10: 0.5765 AR@100: 0.7577 data_time: 0.0008 time: 0.0490