2023-02-24 02:39:23,505 - mmdet - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.8.0 (default, Nov 6 2019, 21:49:08) [GCC 7.3.0] CUDA available: True GPU 0,1: NVIDIA RTX A6000 CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 11.6, V11.6.124 GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0 PyTorch: 1.11.0 PyTorch compiling details: PyTorch built with: - GCC 7.3 - 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 v2.5.2 (Git Hash a9302535553c73243c632ad3c4c80beec3d19a1e) - 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_61,code=sm_61;-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;-gencode;arch=compute_37,code=compute_37 - CuDNN 8.2 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.3, CUDNN_VERSION=8.2.0, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -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-sign-compare -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 -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.11.0, 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: 0.12.0 OpenCV: 4.7.0 MMCV: 1.7.1 MMCV Compiler: GCC 9.3 MMCV CUDA Compiler: 11.3 MMDetection: 2.28.1+c14dd6c ------------------------------------------------------------ 2023-02-24 02:39:23,855 - mmdet - INFO - Distributed training: True 2023-02-24 02:39:24,265 - mmdet - INFO - Config: optimizer = dict( type='SGD', lr=0.01, momentum=0.9, weight_decay=0.0005, nesterov=True, paramwise_cfg=dict(norm_decay_mult=0.0, bias_decay_mult=0.0)) optimizer_config = dict(grad_clip=None) lr_config = dict( policy='YOLOX', warmup='exp', by_epoch=False, warmup_by_epoch=True, warmup_ratio=1, warmup_iters=5, num_last_epochs=15, min_lr_ratio=0.05) runner = dict(type='EpochBasedRunner', max_epochs=300) checkpoint_config = dict(interval=10) log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) custom_hooks = [ dict(type='YOLOXModeSwitchHook', num_last_epochs=15, priority=48), dict(type='SyncNormHook', num_last_epochs=15, interval=10, priority=48), dict( type='ExpMomentumEMAHook', resume_from=None, momentum=0.0001, priority=49) ] dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1)] opencv_num_threads = 0 mp_start_method = 'fork' auto_scale_lr = dict(enable=False, base_batch_size=64) img_scale = (800, 800) model = dict( type='YOLOX', input_size=(800, 800), random_size_range=(15, 25), random_size_interval=10, backbone=dict(type='CSPDarknet', deepen_factor=1.33, widen_factor=1.25), neck=dict( type='YOLOXPAFPN', in_channels=[320, 640, 1280], out_channels=320, num_csp_blocks=4), bbox_head=dict( type='YOLOXHead', num_classes=2, in_channels=320, feat_channels=320), train_cfg=dict(assigner=dict(type='SimOTAAssigner', center_radius=2.5)), test_cfg=dict(score_thr=0.01, nms=dict(type='nms', iou_threshold=0.65))) data_root = 'data/coco/' dataset_type = 'CocoDataset' train_pipeline = [ dict(type='Mosaic', img_scale=(800, 800), pad_val=114.0), dict( type='RandomAffine', scaling_ratio_range=(0.1, 2), border=(-400, -400)), dict( type='MixUp', img_scale=(800, 800), ratio_range=(0.8, 1.6), pad_val=114.0), dict(type='YOLOXHSVRandomAug'), dict(type='RandomFlip', flip_ratio=0.5), dict(type='Resize', img_scale=(800, 800), keep_ratio=True), dict( type='Pad', pad_to_square=True, pad_val=dict(img=(114.0, 114.0, 114.0))), dict(type='FilterAnnotations', min_gt_bbox_wh=(1, 1), keep_empty=False), dict(type='DefaultFormatBundle'), dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels']) ] train_dataset = dict( type='MultiImageMixDataset', dataset=dict( type='CocoDataset', ann_file='/data/cvprw/AIC23/dataset/coco_AIC23/train/train.json', img_prefix='/data/cvprw/AIC23/dataset/train_result/detect_result', pipeline=[ dict(type='LoadImageFromFile'), dict(type='LoadAnnotations', with_bbox=True) ], filter_empty_gt=False, classes=('person', 'none')), pipeline=[ dict(type='Mosaic', img_scale=(800, 800), pad_val=114.0), dict( type='RandomAffine', scaling_ratio_range=(0.1, 2), border=(-400, -400)), dict( type='MixUp', img_scale=(800, 800), ratio_range=(0.8, 1.6), pad_val=114.0), dict(type='YOLOXHSVRandomAug'), dict(type='RandomFlip', flip_ratio=0.5), dict(type='Resize', img_scale=(800, 800), keep_ratio=True), dict( type='Pad', pad_to_square=True, pad_val=dict(img=(114.0, 114.0, 114.0))), dict( type='FilterAnnotations', min_gt_bbox_wh=(1, 1), keep_empty=False), dict(type='DefaultFormatBundle'), dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels']) ]) test_pipeline = [ dict(type='LoadImageFromFile'), dict( type='MultiScaleFlipAug', img_scale=(800, 800), flip=False, transforms=[ dict(type='Resize', keep_ratio=True), dict(type='RandomFlip'), dict( type='Pad', pad_to_square=True, pad_val=dict(img=(114.0, 114.0, 114.0))), dict(type='DefaultFormatBundle'), dict(type='Collect', keys=['img']) ]) ] data = dict( samples_per_gpu=8, workers_per_gpu=20, persistent_workers=True, train=dict( type='MultiImageMixDataset', dataset=dict( type='CocoDataset', ann_file='/data/cvprw/AIC23/dataset/coco_AIC23/train/train.json', img_prefix='/data/cvprw/AIC23/dataset/train_result/detect_result', pipeline=[ dict(type='LoadImageFromFile'), dict(type='LoadAnnotations', with_bbox=True) ], filter_empty_gt=False, classes=('person', 'none')), pipeline=[ dict(type='Mosaic', img_scale=(800, 800), pad_val=114.0), dict( type='RandomAffine', scaling_ratio_range=(0.1, 2), border=(-400, -400)), dict( type='MixUp', img_scale=(800, 800), ratio_range=(0.8, 1.6), pad_val=114.0), dict(type='YOLOXHSVRandomAug'), dict(type='RandomFlip', flip_ratio=0.5), dict(type='Resize', img_scale=(800, 800), keep_ratio=True), dict( type='Pad', pad_to_square=True, pad_val=dict(img=(114.0, 114.0, 114.0))), dict( type='FilterAnnotations', min_gt_bbox_wh=(1, 1), keep_empty=False), dict(type='DefaultFormatBundle'), dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels']) ]), val=dict( type='CocoDataset', ann_file='/data/cvprw/AIC23/dataset/coco_AIC23/val/val.json', img_prefix='/data/cvprw/AIC23/dataset/val_result/detect_result', pipeline=[ dict(type='LoadImageFromFile'), dict( type='MultiScaleFlipAug', img_scale=(800, 800), flip=False, transforms=[ dict(type='Resize', keep_ratio=True), dict(type='RandomFlip'), dict( type='Pad', pad_to_square=True, pad_val=dict(img=(114.0, 114.0, 114.0))), dict(type='DefaultFormatBundle'), dict(type='Collect', keys=['img']) ]) ], classes=('person', 'none')), test=dict( type='CocoDataset', ann_file='/data/cvprw/AIC23/dataset/coco_AIC23/val/val.json', img_prefix='/data/cvprw/AIC23/dataset/val_result/detect_result', pipeline=[ dict(type='LoadImageFromFile'), dict( type='MultiScaleFlipAug', img_scale=(800, 800), flip=False, transforms=[ dict(type='Resize', keep_ratio=True), dict(type='RandomFlip'), dict( type='Pad', pad_to_square=True, pad_val=dict(img=(114.0, 114.0, 114.0))), dict(type='DefaultFormatBundle'), dict(type='Collect', keys=['img']) ]) ], classes=('person', 'none'))) max_epochs = 300 num_last_epochs = 15 interval = 10 evaluation = dict( save_best='auto', interval=10, dynamic_intervals=[(285, 1)], metric='bbox') classes_list = ('person', 'none') class_num = 2 work_dir = '/data/cvprw/AIC23/detect/experiments/yolox' auto_resume = False gpu_ids = range(0, 2) 2023-02-24 02:39:28,728 - mmdet - INFO - Set random seed to 237280180, deterministic: False 2023-02-24 02:39:31,731 - mmdet - INFO - Automatic scaling of learning rate (LR) has been disabled. 2023-02-24 02:39:32,163 - mmdet - INFO - Start running, host: root@d6e74c0899e0, work_dir: /data/cvprw/AIC23/detect/experiments/yolox 2023-02-24 02:39:32,164 - mmdet - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) YOLOXLrUpdaterHook (49 ) ExpMomentumEMAHook (NORMAL ) CheckpointHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_epoch: (VERY_HIGH ) YOLOXLrUpdaterHook (48 ) YOLOXModeSwitchHook (48 ) SyncNormHook (49 ) ExpMomentumEMAHook (NORMAL ) DistSamplerSeedHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_iter: (VERY_HIGH ) YOLOXLrUpdaterHook (LOW ) IterTimerHook (LOW ) DistEvalHook -------------------- after_train_iter: (ABOVE_NORMAL) OptimizerHook (49 ) ExpMomentumEMAHook (NORMAL ) CheckpointHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- after_train_epoch: (48 ) SyncNormHook (49 ) ExpMomentumEMAHook (NORMAL ) CheckpointHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_val_epoch: (NORMAL ) DistSamplerSeedHook (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook -------------------- before_val_iter: (LOW ) IterTimerHook -------------------- after_val_iter: (LOW ) IterTimerHook -------------------- after_val_epoch: (VERY_LOW ) TextLoggerHook -------------------- after_run: (VERY_LOW ) TextLoggerHook -------------------- 2023-02-24 02:39:32,164 - mmdet - INFO - workflow: [('train', 1)], max: 300 epochs 2023-02-24 02:39:32,191 - mmdet - INFO - Checkpoints will be saved to /data/cvprw/AIC23/detect/experiments/yolox by HardDiskBackend. 2023-02-24 02:40:28,021 - mmdet - INFO - Epoch [1][50/1111] lr: 8.102e-07, eta: 4 days, 7:16:57, time: 1.116, data_time: 0.303, memory: 27301, loss_cls: 0.9328, loss_bbox: 4.7339, loss_obj: 16.0800, loss: 21.7467 2023-02-24 02:41:00,169 - mmdet - INFO - Epoch [1][100/1111] lr: 3.241e-06, eta: 3 days, 9:22:56, time: 0.643, data_time: 0.027, memory: 27311, loss_cls: 0.9438, loss_bbox: 4.7312, loss_obj: 14.8489, loss: 20.5239 2023-02-24 02:41:31,047 - mmdet - INFO - Epoch [1][150/1111] lr: 7.291e-06, eta: 3 days, 1:18:35, time: 0.618, data_time: 0.029, memory: 27311, loss_cls: 0.9584, loss_bbox: 4.7199, loss_obj: 13.7455, loss: 19.4238 2023-02-24 02:42:02,742 - mmdet - INFO - Epoch [1][200/1111] lr: 1.296e-05, eta: 2 days, 21:38:10, time: 0.634, data_time: 0.027, memory: 27311, loss_cls: 1.0182, loss_bbox: 4.6601, loss_obj: 12.6818, loss: 18.3601 2023-02-24 02:42:30,504 - mmdet - INFO - Epoch [1][250/1111] lr: 2.025e-05, eta: 2 days, 17:58:25, time: 0.555, data_time: 0.033, memory: 27311, loss_cls: 1.0432, loss_bbox: 4.5411, loss_obj: 9.4710, loss: 15.0553 2023-02-24 02:42:58,382 - mmdet - INFO - Epoch [1][300/1111] lr: 2.917e-05, eta: 2 days, 15:33:55, time: 0.558, data_time: 0.034, memory: 27311, loss_cls: 1.0325, loss_bbox: 4.4269, loss_obj: 8.6239, loss: 14.0833 2023-02-24 02:43:29,326 - mmdet - INFO - Epoch [1][350/1111] lr: 3.970e-05, eta: 2 days, 14:38:56, time: 0.619, data_time: 0.027, memory: 27311, loss_cls: 0.9973, loss_bbox: 4.2547, loss_obj: 7.9158, loss: 13.1678 2023-02-24 02:43:58,066 - mmdet - INFO - Epoch [1][400/1111] lr: 5.185e-05, eta: 2 days, 13:27:24, time: 0.575, data_time: 0.034, memory: 27311, loss_cls: 0.9611, loss_bbox: 4.0795, loss_obj: 6.4310, loss: 11.4716 2023-02-24 02:44:29,715 - mmdet - INFO - Epoch [1][450/1111] lr: 6.562e-05, eta: 2 days, 13:07:21, time: 0.633, data_time: 0.030, memory: 27311, loss_cls: 0.8835, loss_bbox: 3.7933, loss_obj: 5.4933, loss: 10.1701 2023-02-24 02:45:00,957 - mmdet - INFO - Epoch [1][500/1111] lr: 8.102e-05, eta: 2 days, 12:46:41, time: 0.625, data_time: 0.028, memory: 27311, loss_cls: 0.8258, loss_bbox: 3.6289, loss_obj: 4.7961, loss: 9.2509 2023-02-24 02:45:30,679 - mmdet - INFO - Epoch [1][550/1111] lr: 9.803e-05, eta: 2 days, 12:14:16, time: 0.594, data_time: 0.027, memory: 27311, loss_cls: 0.7802, loss_bbox: 3.4795, loss_obj: 4.3921, loss: 8.6519 2023-02-24 02:46:03,808 - mmdet - INFO - Epoch [1][600/1111] lr: 1.167e-04, eta: 2 days, 12:18:49, time: 0.663, data_time: 0.029, memory: 27311, loss_cls: 0.7483, loss_bbox: 3.3437, loss_obj: 4.2319, loss: 8.3240 2023-02-24 02:46:34,689 - mmdet - INFO - Epoch [1][650/1111] lr: 1.369e-04, eta: 2 days, 12:03:20, time: 0.618, data_time: 0.027, memory: 27311, loss_cls: 0.7319, loss_bbox: 3.3093, loss_obj: 3.8059, loss: 7.8471 2023-02-24 02:47:04,794 - mmdet - INFO - Epoch [1][700/1111] lr: 1.588e-04, eta: 2 days, 11:43:49, time: 0.602, data_time: 0.032, memory: 27311, loss_cls: 0.7152, loss_bbox: 3.2571, loss_obj: 3.5308, loss: 7.5031 2023-02-24 02:47:34,666 - mmdet - INFO - Epoch [1][750/1111] lr: 1.823e-04, eta: 2 days, 11:25:10, time: 0.597, data_time: 0.034, memory: 27311, loss_cls: 0.7070, loss_bbox: 3.1995, loss_obj: 3.3938, loss: 7.3003 2023-02-24 02:48:07,429 - mmdet - INFO - Epoch [1][800/1111] lr: 2.074e-04, eta: 2 days, 11:28:47, time: 0.655, data_time: 0.025, memory: 27311, loss_cls: 0.6940, loss_bbox: 3.1108, loss_obj: 3.3032, loss: 7.1081 2023-02-24 02:48:38,406 - mmdet - INFO - Epoch [1][850/1111] lr: 2.341e-04, eta: 2 days, 11:20:16, time: 0.620, data_time: 0.028, memory: 27311, loss_cls: 0.6919, loss_bbox: 3.0763, loss_obj: 3.0355, loss: 6.8037 2023-02-24 02:49:08,462 - mmdet - INFO - Epoch [1][900/1111] lr: 2.625e-04, eta: 2 days, 11:06:54, time: 0.601, data_time: 0.028, memory: 27312, loss_cls: 0.6834, loss_bbox: 3.0707, loss_obj: 2.8724, loss: 6.6265 2023-02-24 02:49:41,186 - mmdet - INFO - Epoch [1][950/1111] lr: 2.925e-04, eta: 2 days, 11:10:34, time: 0.655, data_time: 0.030, memory: 27312, loss_cls: 0.6797, loss_bbox: 3.0158, loss_obj: 2.8094, loss: 6.5049 2023-02-24 02:50:10,509 - mmdet - INFO - Exp name: yolox_x.py 2023-02-24 02:50:10,509 - mmdet - INFO - Epoch [1][1000/1111] lr: 3.241e-04, eta: 2 days, 10:54:54, time: 0.586, data_time: 0.029, memory: 27312, loss_cls: 0.6742, loss_bbox: 3.0172, loss_obj: 2.6006, loss: 6.2920 2023-02-24 02:50:39,781 - mmdet - INFO - Epoch [1][1050/1111] lr: 3.573e-04, eta: 2 days, 10:40:26, time: 0.585, data_time: 0.033, memory: 27312, loss_cls: 0.6695, loss_bbox: 3.0075, loss_obj: 2.4764, loss: 6.1534 2023-02-24 02:51:06,948 - mmdet - INFO - Epoch [1][1100/1111] lr: 3.921e-04, eta: 2 days, 10:16:41, time: 0.543, data_time: 0.028, memory: 27312, loss_cls: 0.6619, loss_bbox: 2.9610, loss_obj: 2.3811, loss: 6.0040 2023-02-24 02:52:03,568 - mmdet - INFO - Epoch [2][50/1111] lr: 4.368e-04, eta: 2 days, 11:07:37, time: 0.987, data_time: 0.247, memory: 27312, loss_cls: 0.6565, loss_bbox: 2.9205, loss_obj: 2.3718, loss: 5.9489 2023-02-24 02:52:33,603 - mmdet - INFO - Epoch [2][100/1111] lr: 4.752e-04, eta: 2 days, 10:57:53, time: 0.601, data_time: 0.030, memory: 27312, loss_cls: 0.6480, loss_bbox: 2.8745, loss_obj: 2.1667, loss: 5.6892 2023-02-24 02:53:06,579 - mmdet - INFO - Epoch [2][150/1111] lr: 5.153e-04, eta: 2 days, 11:01:48, time: 0.659, data_time: 0.029, memory: 27312, loss_cls: 0.6446, loss_bbox: 2.7920, loss_obj: 2.1088, loss: 5.5454 2023-02-24 02:53:38,655 - mmdet - INFO - Epoch [2][200/1111] lr: 5.570e-04, eta: 2 days, 11:01:35, time: 0.642, data_time: 0.027, memory: 27312, loss_cls: 0.6371, loss_bbox: 2.7547, loss_obj: 1.9537, loss: 5.3456 2023-02-24 02:54:12,175 - mmdet - INFO - Epoch [2][250/1111] lr: 6.003e-04, eta: 2 days, 11:07:11, time: 0.670, data_time: 0.026, memory: 27312, loss_cls: 0.6351, loss_bbox: 2.7383, loss_obj: 1.9080, loss: 5.2814 2023-02-24 02:54:41,966 - mmdet - INFO - Epoch [2][300/1111] lr: 6.452e-04, eta: 2 days, 10:57:46, time: 0.596, data_time: 0.027, memory: 27312, loss_cls: 0.6283, loss_bbox: 2.6968, loss_obj: 1.8172, loss: 5.1423 2023-02-24 02:55:14,164 - mmdet - INFO - Epoch [2][350/1111] lr: 6.917e-04, eta: 2 days, 10:58:04, time: 0.644, data_time: 0.031, memory: 27312, loss_cls: 0.6216, loss_bbox: 2.6465, loss_obj: 1.7523, loss: 5.0205 2023-02-24 02:55:44,018 - mmdet - INFO - Epoch [2][400/1111] lr: 7.399e-04, eta: 2 days, 10:49:33, time: 0.596, data_time: 0.027, memory: 27312, loss_cls: 0.6258, loss_bbox: 2.6764, loss_obj: 1.7257, loss: 5.0279 2023-02-24 02:56:12,498 - mmdet - INFO - Epoch [2][450/1111] lr: 7.897e-04, eta: 2 days, 10:37:01, time: 0.571, data_time: 0.039, memory: 27312, loss_cls: 0.6273, loss_bbox: 2.6766, loss_obj: 1.6805, loss: 4.9845 2023-02-24 02:56:47,355 - mmdet - INFO - Epoch [2][500/1111] lr: 8.411e-04, eta: 2 days, 10:46:54, time: 0.697, data_time: 0.026, memory: 27312, loss_cls: 0.6192, loss_bbox: 2.6074, loss_obj: 1.7109, loss: 4.9375 2023-02-24 02:57:16,577 - mmdet - INFO - Epoch [2][550/1111] lr: 8.941e-04, eta: 2 days, 10:37:30, time: 0.585, data_time: 0.031, memory: 27312, loss_cls: 0.6131, loss_bbox: 2.5808, loss_obj: 1.5384, loss: 4.7324 2023-02-24 02:57:46,404 - mmdet - INFO - Epoch [2][600/1111] lr: 9.487e-04, eta: 2 days, 10:30:32, time: 0.596, data_time: 0.026, memory: 27312, loss_cls: 0.6046, loss_bbox: 2.5122, loss_obj: 1.4290, loss: 4.5458 2023-02-24 02:58:15,602 - mmdet - INFO - Epoch [2][650/1111] lr: 1.005e-03, eta: 2 days, 10:21:57, time: 0.584, data_time: 0.032, memory: 27312, loss_cls: 0.6028, loss_bbox: 2.5023, loss_obj: 1.4135, loss: 4.5186 2023-02-24 02:58:46,547 - mmdet - INFO - Epoch [2][700/1111] lr: 1.063e-03, eta: 2 days, 10:19:10, time: 0.619, data_time: 0.031, memory: 27312, loss_cls: 0.6037, loss_bbox: 2.5224, loss_obj: 1.4287, loss: 4.5547 2023-02-24 02:59:15,658 - mmdet - INFO - Epoch [2][750/1111] lr: 1.122e-03, eta: 2 days, 10:11:02, time: 0.582, data_time: 0.028, memory: 27312, loss_cls: 0.5978, loss_bbox: 2.4945, loss_obj: 1.4388, loss: 4.5311 2023-02-24 02:59:45,833 - mmdet - INFO - Epoch [2][800/1111] lr: 1.183e-03, eta: 2 days, 10:06:21, time: 0.603, data_time: 0.031, memory: 27312, loss_cls: 0.5969, loss_bbox: 2.4859, loss_obj: 1.4220, loss: 4.5049 2023-02-24 03:00:14,952 - mmdet - INFO - Epoch [2][850/1111] lr: 1.246e-03, eta: 2 days, 9:58:59, time: 0.583, data_time: 0.028, memory: 27312, loss_cls: 0.5879, loss_bbox: 2.4091, loss_obj: 1.2740, loss: 4.2710 2023-02-24 03:00:46,866 - mmdet - INFO - Epoch [2][900/1111] lr: 1.311e-03, eta: 2 days, 9:59:35, time: 0.638, data_time: 0.031, memory: 27312, loss_cls: 0.5859, loss_bbox: 2.3957, loss_obj: 1.3077, loss: 4.2892 2023-02-24 03:01:15,281 - mmdet - INFO - Epoch [2][950/1111] lr: 1.377e-03, eta: 2 days, 9:50:45, time: 0.568, data_time: 0.033, memory: 27312, loss_cls: 0.5830, loss_bbox: 2.3922, loss_obj: 1.2382, loss: 4.2134 2023-02-24 03:01:45,951 - mmdet - INFO - Epoch [2][1000/1111] lr: 1.444e-03, eta: 2 days, 9:48:15, time: 0.614, data_time: 0.032, memory: 27312, loss_cls: 0.5840, loss_bbox: 2.3924, loss_obj: 1.2478, loss: 4.2241 2023-02-24 03:02:16,651 - mmdet - INFO - Epoch [2][1050/1111] lr: 1.513e-03, eta: 2 days, 9:45:54, time: 0.614, data_time: 0.028, memory: 27312, loss_cls: 0.5754, loss_bbox: 2.3370, loss_obj: 1.1987, loss: 4.1111 2023-02-24 03:02:44,697 - mmdet - INFO - Epoch [2][1100/1111] lr: 1.584e-03, eta: 2 days, 9:36:59, time: 0.561, data_time: 0.031, memory: 27312, loss_cls: 0.5796, loss_bbox: 2.3862, loss_obj: 1.2191, loss: 4.1848 2023-02-24 03:03:35,302 - mmdet - INFO - Epoch [3][50/1111] lr: 1.673e-03, eta: 2 days, 9:55:05, time: 0.919, data_time: 0.287, memory: 27312, loss_cls: 0.5777, loss_bbox: 2.3658, loss_obj: 1.1782, loss: 4.1217 2023-02-24 03:04:05,728 - mmdet - INFO - Epoch [3][100/1111] lr: 1.747e-03, eta: 2 days, 9:52:02, time: 0.609, data_time: 0.030, memory: 27312, loss_cls: 0.5753, loss_bbox: 2.3133, loss_obj: 1.1350, loss: 4.0237 2023-02-24 03:04:36,091 - mmdet - INFO - Epoch [3][150/1111] lr: 1.823e-03, eta: 2 days, 9:48:55, time: 0.607, data_time: 0.028, memory: 27312, loss_cls: 0.5757, loss_bbox: 2.3180, loss_obj: 1.1882, loss: 4.0819 2023-02-24 03:05:05,088 - mmdet - INFO - Epoch [3][200/1111] lr: 1.901e-03, eta: 2 days, 9:42:49, time: 0.580, data_time: 0.029, memory: 27312, loss_cls: 0.5783, loss_bbox: 2.3519, loss_obj: 1.1801, loss: 4.1103 2023-02-24 03:05:37,830 - mmdet - INFO - Epoch [3][250/1111] lr: 1.980e-03, eta: 2 days, 9:45:17, time: 0.655, data_time: 0.024, memory: 27312, loss_cls: 0.5674, loss_bbox: 2.2829, loss_obj: 1.1349, loss: 3.9852 2023-02-24 03:06:10,075 - mmdet - INFO - Epoch [3][300/1111] lr: 2.061e-03, eta: 2 days, 9:46:31, time: 0.645, data_time: 0.027, memory: 27312, loss_cls: 0.5698, loss_bbox: 2.2907, loss_obj: 1.1310, loss: 3.9915 2023-02-24 03:06:38,653 - mmdet - INFO - Epoch [3][350/1111] lr: 2.144e-03, eta: 2 days, 9:39:53, time: 0.572, data_time: 0.032, memory: 27312, loss_cls: 0.5637, loss_bbox: 2.2640, loss_obj: 1.0492, loss: 3.8769 2023-02-24 03:07:08,227 - mmdet - INFO - Epoch [3][400/1111] lr: 2.228e-03, eta: 2 days, 9:35:33, time: 0.591, data_time: 0.026, memory: 27312, loss_cls: 0.5656, loss_bbox: 2.2639, loss_obj: 1.0510, loss: 3.8805 2023-02-24 03:07:41,029 - mmdet - INFO - Epoch [3][450/1111] lr: 2.314e-03, eta: 2 days, 9:38:00, time: 0.656, data_time: 0.030, memory: 27312, loss_cls: 0.5698, loss_bbox: 2.2764, loss_obj: 1.1016, loss: 3.9478 2023-02-24 03:08:12,432 - mmdet - INFO - Epoch [3][500/1111] lr: 2.401e-03, eta: 2 days, 9:37:32, time: 0.628, data_time: 0.029, memory: 27312, loss_cls: 0.5667, loss_bbox: 2.2725, loss_obj: 1.0931, loss: 3.9323 2023-02-24 03:08:47,842 - mmdet - INFO - Epoch [3][550/1111] lr: 2.490e-03, eta: 2 days, 9:45:03, time: 0.708, data_time: 0.028, memory: 27312, loss_cls: 0.5659, loss_bbox: 2.2620, loss_obj: 1.0723, loss: 3.9002 2023-02-24 03:09:16,647 - mmdet - INFO - Epoch [3][600/1111] lr: 2.581e-03, eta: 2 days, 9:39:21, time: 0.576, data_time: 0.031, memory: 27312, loss_cls: 0.5559, loss_bbox: 2.2201, loss_obj: 0.9954, loss: 3.7713 2023-02-24 03:09:47,047 - mmdet - INFO - Epoch [3][650/1111] lr: 2.673e-03, eta: 2 days, 9:36:55, time: 0.608, data_time: 0.033, memory: 27312, loss_cls: 0.5598, loss_bbox: 2.2436, loss_obj: 1.0242, loss: 3.8276 2023-02-24 03:10:15,874 - mmdet - INFO - Epoch [3][700/1111] lr: 2.767e-03, eta: 2 days, 9:31:33, time: 0.576, data_time: 0.026, memory: 27312, loss_cls: 0.5627, loss_bbox: 2.2609, loss_obj: 0.9990, loss: 3.8225 2023-02-24 03:10:48,431 - mmdet - INFO - Epoch [3][750/1111] lr: 2.862e-03, eta: 2 days, 9:33:17, time: 0.651, data_time: 0.027, memory: 27312, loss_cls: 0.5596, loss_bbox: 2.2215, loss_obj: 0.9937, loss: 3.7748 2023-02-24 03:11:15,756 - mmdet - INFO - Epoch [3][800/1111] lr: 2.960e-03, eta: 2 days, 9:25:24, time: 0.546, data_time: 0.033, memory: 27312, loss_cls: 0.5617, loss_bbox: 2.2735, loss_obj: 1.0091, loss: 3.8443 2023-02-24 03:11:47,882 - mmdet - INFO - Epoch [3][850/1111] lr: 3.058e-03, eta: 2 days, 9:26:22, time: 0.642, data_time: 0.027, memory: 27312, loss_cls: 0.5556, loss_bbox: 2.1969, loss_obj: 0.9748, loss: 3.7273 2023-02-24 03:12:20,372 - mmdet - INFO - Epoch [3][900/1111] lr: 3.159e-03, eta: 2 days, 9:27:56, time: 0.650, data_time: 0.028, memory: 27312, loss_cls: 0.5613, loss_bbox: 2.2285, loss_obj: 0.9818, loss: 3.7716 2023-02-24 03:12:53,609 - mmdet - INFO - Epoch [3][950/1111] lr: 3.261e-03, eta: 2 days, 9:30:43, time: 0.665, data_time: 0.029, memory: 27312, loss_cls: 0.5609, loss_bbox: 2.2290, loss_obj: 0.9945, loss: 3.7844 2023-02-24 03:13:25,159 - mmdet - INFO - Epoch [3][1000/1111] lr: 3.364e-03, eta: 2 days, 9:30:31, time: 0.631, data_time: 0.030, memory: 27312, loss_cls: 0.5602, loss_bbox: 2.2192, loss_obj: 0.9741, loss: 3.7535 2023-02-24 03:13:58,990 - mmdet - INFO - Epoch [3][1050/1111] lr: 3.469e-03, eta: 2 days, 9:34:09, time: 0.677, data_time: 0.025, memory: 27312, loss_cls: 0.5567, loss_bbox: 2.1773, loss_obj: 0.9185, loss: 3.6525 2023-02-24 03:14:27,212 - mmdet - INFO - Epoch [3][1100/1111] lr: 3.576e-03, eta: 2 days, 9:28:22, time: 0.564, data_time: 0.025, memory: 27312, loss_cls: 0.5590, loss_bbox: 2.2137, loss_obj: 0.9425, loss: 3.7152 2023-02-24 03:15:22,117 - mmdet - INFO - Epoch [4][50/1111] lr: 3.709e-03, eta: 2 days, 9:45:14, time: 0.980, data_time: 0.275, memory: 27312, loss_cls: 0.5600, loss_bbox: 2.1941, loss_obj: 0.9555, loss: 3.7097 2023-02-24 03:15:54,008 - mmdet - INFO - Epoch [4][100/1111] lr: 3.819e-03, eta: 2 days, 9:45:19, time: 0.638, data_time: 0.028, memory: 27312, loss_cls: 0.5535, loss_bbox: 2.1773, loss_obj: 0.9334, loss: 3.6642 2023-02-24 03:16:25,372 - mmdet - INFO - Epoch [4][150/1111] lr: 3.931e-03, eta: 2 days, 9:44:33, time: 0.627, data_time: 0.031, memory: 27312, loss_cls: 0.5565, loss_bbox: 2.1946, loss_obj: 0.9529, loss: 3.7040 2023-02-24 03:16:54,802 - mmdet - INFO - Epoch [4][200/1111] lr: 4.045e-03, eta: 2 days, 9:40:47, time: 0.589, data_time: 0.030, memory: 27312, loss_cls: 0.5588, loss_bbox: 2.2018, loss_obj: 0.9410, loss: 3.7016 2023-02-24 03:17:25,999 - mmdet - INFO - Epoch [4][250/1111] lr: 4.160e-03, eta: 2 days, 9:39:49, time: 0.624, data_time: 0.030, memory: 27312, loss_cls: 0.5478, loss_bbox: 2.1297, loss_obj: 0.9080, loss: 3.5855 2023-02-24 03:17:56,158 - mmdet - INFO - Epoch [4][300/1111] lr: 4.277e-03, eta: 2 days, 9:37:17, time: 0.603, data_time: 0.031, memory: 27312, loss_cls: 0.5562, loss_bbox: 2.1876, loss_obj: 0.9658, loss: 3.7097 2023-02-24 03:18:25,098 - mmdet - INFO - Epoch [4][350/1111] lr: 4.396e-03, eta: 2 days, 9:32:58, time: 0.578, data_time: 0.036, memory: 27312, loss_cls: 0.5579, loss_bbox: 2.1811, loss_obj: 0.9137, loss: 3.6527 2023-02-24 03:18:54,986 - mmdet - INFO - Epoch [4][400/1111] lr: 4.516e-03, eta: 2 days, 9:30:12, time: 0.598, data_time: 0.030, memory: 27312, loss_cls: 0.5537, loss_bbox: 2.1705, loss_obj: 0.9344, loss: 3.6586 2023-02-24 03:19:21,766 - mmdet - INFO - Epoch [4][450/1111] lr: 4.638e-03, eta: 2 days, 9:22:58, time: 0.536, data_time: 0.036, memory: 27312, loss_cls: 0.5570, loss_bbox: 2.2049, loss_obj: 0.9084, loss: 3.6703 2023-02-24 03:19:54,130 - mmdet - INFO - Epoch [4][500/1111] lr: 4.761e-03, eta: 2 days, 9:23:54, time: 0.647, data_time: 0.029, memory: 27312, loss_cls: 0.5510, loss_bbox: 2.1427, loss_obj: 0.9010, loss: 3.5947 2023-02-24 03:20:28,518 - mmdet - INFO - Epoch [4][550/1111] lr: 4.886e-03, eta: 2 days, 9:27:39, time: 0.688, data_time: 0.028, memory: 27312, loss_cls: 0.5516, loss_bbox: 2.1274, loss_obj: 0.8905, loss: 3.5696 2023-02-24 03:20:59,547 - mmdet - INFO - Epoch [4][600/1111] lr: 5.013e-03, eta: 2 days, 9:26:36, time: 0.621, data_time: 0.030, memory: 27312, loss_cls: 0.5502, loss_bbox: 2.1387, loss_obj: 0.9265, loss: 3.6155 2023-02-24 03:21:32,559 - mmdet - INFO - Epoch [4][650/1111] lr: 5.141e-03, eta: 2 days, 9:28:19, time: 0.660, data_time: 0.025, memory: 27312, loss_cls: 0.5448, loss_bbox: 2.1004, loss_obj: 0.9001, loss: 3.5453 2023-02-24 03:22:02,419 - mmdet - INFO - Epoch [4][700/1111] lr: 5.271e-03, eta: 2 days, 9:25:41, time: 0.597, data_time: 0.034, memory: 27312, loss_cls: 0.5524, loss_bbox: 2.1511, loss_obj: 0.8677, loss: 3.5712 2023-02-24 03:22:33,413 - mmdet - INFO - Epoch [4][750/1111] lr: 5.402e-03, eta: 2 days, 9:24:36, time: 0.620, data_time: 0.030, memory: 27312, loss_cls: 0.5496, loss_bbox: 2.1266, loss_obj: 0.8678, loss: 3.5440 2023-02-24 03:23:05,416 - mmdet - INFO - Epoch [4][800/1111] lr: 5.536e-03, eta: 2 days, 9:24:55, time: 0.640, data_time: 0.025, memory: 27312, loss_cls: 0.5466, loss_bbox: 2.1146, loss_obj: 0.8787, loss: 3.5399 2023-02-24 03:23:35,495 - mmdet - INFO - Epoch [4][850/1111] lr: 5.670e-03, eta: 2 days, 9:22:39, time: 0.601, data_time: 0.032, memory: 27312, loss_cls: 0.5500, loss_bbox: 2.1348, loss_obj: 0.8928, loss: 3.5776 2023-02-24 03:24:02,861 - mmdet - INFO - Epoch [4][900/1111] lr: 5.807e-03, eta: 2 days, 9:16:56, time: 0.547, data_time: 0.030, memory: 27312, loss_cls: 0.5526, loss_bbox: 2.1582, loss_obj: 0.8658, loss: 3.5766 2023-02-24 03:24:33,592 - mmdet - INFO - Epoch [4][950/1111] lr: 5.945e-03, eta: 2 days, 9:15:38, time: 0.615, data_time: 0.031, memory: 27312, loss_cls: 0.5457, loss_bbox: 2.1006, loss_obj: 0.8731, loss: 3.5194 2023-02-24 03:25:03,407 - mmdet - INFO - Epoch [4][1000/1111] lr: 6.084e-03, eta: 2 days, 9:13:12, time: 0.596, data_time: 0.032, memory: 27312, loss_cls: 0.5568, loss_bbox: 2.1877, loss_obj: 0.9002, loss: 3.6447 2023-02-24 03:25:30,918 - mmdet - INFO - Epoch [4][1050/1111] lr: 6.226e-03, eta: 2 days, 9:07:56, time: 0.550, data_time: 0.038, memory: 27312, loss_cls: 0.5471, loss_bbox: 2.1210, loss_obj: 0.8409, loss: 3.5090 2023-02-24 03:26:00,004 - mmdet - INFO - Epoch [4][1100/1111] lr: 6.368e-03, eta: 2 days, 9:04:43, time: 0.582, data_time: 0.022, memory: 27312, loss_cls: 0.5487, loss_bbox: 2.1193, loss_obj: 0.8341, loss: 3.5021 2023-02-24 03:26:51,431 - mmdet - INFO - Epoch [5][50/1111] lr: 6.545e-03, eta: 2 days, 9:14:41, time: 0.936, data_time: 0.298, memory: 27312, loss_cls: 0.5384, loss_bbox: 2.0688, loss_obj: 0.8583, loss: 3.4656 2023-02-24 03:27:19,009 - mmdet - INFO - Epoch [5][100/1111] lr: 6.691e-03, eta: 2 days, 9:09:38, time: 0.552, data_time: 0.028, memory: 27312, loss_cls: 0.5467, loss_bbox: 2.1154, loss_obj: 0.8663, loss: 3.5284 2023-02-24 03:27:48,777 - mmdet - INFO - Epoch [5][150/1111] lr: 6.839e-03, eta: 2 days, 9:07:17, time: 0.595, data_time: 0.034, memory: 27312, loss_cls: 0.5430, loss_bbox: 2.0943, loss_obj: 0.8395, loss: 3.4768 2023-02-24 03:28:17,280 - mmdet - INFO - Epoch [5][200/1111] lr: 6.989e-03, eta: 2 days, 9:03:29, time: 0.570, data_time: 0.031, memory: 27312, loss_cls: 0.5451, loss_bbox: 2.1207, loss_obj: 0.8671, loss: 3.5329 2023-02-24 03:28:50,758 - mmdet - INFO - Epoch [5][250/1111] lr: 7.140e-03, eta: 2 days, 9:05:33, time: 0.669, data_time: 0.027, memory: 27312, loss_cls: 0.5466, loss_bbox: 2.0931, loss_obj: 0.8340, loss: 3.4737 2023-02-24 03:29:24,505 - mmdet - INFO - Epoch [5][300/1111] lr: 7.293e-03, eta: 2 days, 9:07:54, time: 0.675, data_time: 0.028, memory: 27312, loss_cls: 0.5340, loss_bbox: 2.0345, loss_obj: 0.8364, loss: 3.4049 2023-02-24 03:29:54,324 - mmdet - INFO - Epoch [5][350/1111] lr: 7.448e-03, eta: 2 days, 9:05:41, time: 0.596, data_time: 0.030, memory: 27312, loss_cls: 0.5401, loss_bbox: 2.0746, loss_obj: 0.8145, loss: 3.4292 2023-02-24 03:30:28,956 - mmdet - INFO - Epoch [5][400/1111] lr: 7.604e-03, eta: 2 days, 9:08:56, time: 0.692, data_time: 0.025, memory: 27312, loss_cls: 0.5348, loss_bbox: 2.0214, loss_obj: 0.7939, loss: 3.3501 2023-02-24 03:30:58,899 - mmdet - INFO - Epoch [5][450/1111] lr: 7.762e-03, eta: 2 days, 9:06:52, time: 0.599, data_time: 0.028, memory: 27312, loss_cls: 0.5309, loss_bbox: 2.0268, loss_obj: 0.8107, loss: 3.3684 2023-02-24 03:31:29,404 - mmdet - INFO - Epoch [5][500/1111] lr: 7.921e-03, eta: 2 days, 9:05:28, time: 0.610, data_time: 0.029, memory: 27312, loss_cls: 0.5334, loss_bbox: 2.0304, loss_obj: 0.8109, loss: 3.3746 2023-02-24 03:32:02,602 - mmdet - INFO - Epoch [5][550/1111] lr: 8.082e-03, eta: 2 days, 9:07:02, time: 0.664, data_time: 0.027, memory: 27312, loss_cls: 0.5377, loss_bbox: 2.0443, loss_obj: 0.8149, loss: 3.3968 2023-02-24 03:32:30,218 - mmdet - INFO - Epoch [5][600/1111] lr: 8.245e-03, eta: 2 days, 9:02:29, time: 0.552, data_time: 0.033, memory: 27312, loss_cls: 0.5444, loss_bbox: 2.1121, loss_obj: 0.8341, loss: 3.4905 2023-02-24 03:33:00,520 - mmdet - INFO - Epoch [5][650/1111] lr: 8.409e-03, eta: 2 days, 9:00:55, time: 0.606, data_time: 0.032, memory: 27312, loss_cls: 0.5333, loss_bbox: 2.0219, loss_obj: 0.7727, loss: 3.3279 2023-02-24 03:33:28,589 - mmdet - INFO - Epoch [5][700/1111] lr: 8.575e-03, eta: 2 days, 8:56:58, time: 0.561, data_time: 0.026, memory: 27312, loss_cls: 0.5308, loss_bbox: 2.0199, loss_obj: 0.7916, loss: 3.3424 2023-02-24 03:34:02,586 - mmdet - INFO - Epoch [5][750/1111] lr: 8.743e-03, eta: 2 days, 8:59:23, time: 0.680, data_time: 0.026, memory: 27312, loss_cls: 0.5361, loss_bbox: 2.0380, loss_obj: 0.7575, loss: 3.3316 2023-02-24 03:34:38,157 - mmdet - INFO - Epoch [5][800/1111] lr: 8.912e-03, eta: 2 days, 9:03:21, time: 0.711, data_time: 0.026, memory: 27312, loss_cls: 0.5276, loss_bbox: 1.9901, loss_obj: 0.7945, loss: 3.3122 2023-02-24 03:35:04,669 - mmdet - INFO - Epoch [5][850/1111] lr: 9.082e-03, eta: 2 days, 8:57:52, time: 0.530, data_time: 0.041, memory: 27312, loss_cls: 0.5370, loss_bbox: 2.0717, loss_obj: 0.7441, loss: 3.3529 2023-02-24 03:35:31,543 - mmdet - INFO - Epoch [5][900/1111] lr: 9.255e-03, eta: 2 days, 8:52:51, time: 0.537, data_time: 0.037, memory: 27312, loss_cls: 0.5272, loss_bbox: 1.9999, loss_obj: 0.7429, loss: 3.2700 2023-02-24 03:35:59,099 - mmdet - INFO - Epoch [5][950/1111] lr: 9.429e-03, eta: 2 days, 8:48:37, time: 0.551, data_time: 0.027, memory: 27312, loss_cls: 0.5330, loss_bbox: 2.0316, loss_obj: 0.7849, loss: 3.3495 2023-02-24 03:36:27,429 - mmdet - INFO - Epoch [5][1000/1111] lr: 9.604e-03, eta: 2 days, 8:45:14, time: 0.567, data_time: 0.038, memory: 27312, loss_cls: 0.5356, loss_bbox: 2.0441, loss_obj: 0.7915, loss: 3.3712 2023-02-24 03:36:57,621 - mmdet - INFO - Epoch [5][1050/1111] lr: 9.782e-03, eta: 2 days, 8:43:45, time: 0.604, data_time: 0.031, memory: 27312, loss_cls: 0.5320, loss_bbox: 2.0245, loss_obj: 0.7648, loss: 3.3213 2023-02-24 03:37:26,424 - mmdet - INFO - Epoch [5][1100/1111] lr: 9.960e-03, eta: 2 days, 8:40:56, time: 0.576, data_time: 0.022, memory: 27312, loss_cls: 0.5266, loss_bbox: 1.9873, loss_obj: 0.7761, loss: 3.2901 2023-02-24 03:38:19,861 - mmdet - INFO - Epoch [6][50/1111] lr: 1.000e-02, eta: 2 days, 8:48:37, time: 0.930, data_time: 0.287, memory: 27312, loss_cls: 0.5311, loss_bbox: 2.0160, loss_obj: 0.7654, loss: 3.3125 2023-02-24 03:38:49,232 - mmdet - INFO - Epoch [6][100/1111] lr: 1.000e-02, eta: 2 days, 8:46:19, time: 0.587, data_time: 0.031, memory: 27312, loss_cls: 0.5313, loss_bbox: 2.0236, loss_obj: 0.8004, loss: 3.3552 2023-02-24 03:39:20,799 - mmdet - INFO - Epoch [6][150/1111] lr: 1.000e-02, eta: 2 days, 8:46:10, time: 0.631, data_time: 0.026, memory: 27312, loss_cls: 0.5241, loss_bbox: 1.9679, loss_obj: 0.7598, loss: 3.2518 2023-02-24 03:39:50,289 - mmdet - INFO - Epoch [6][200/1111] lr: 1.000e-02, eta: 2 days, 8:44:02, time: 0.590, data_time: 0.028, memory: 27312, loss_cls: 0.5116, loss_bbox: 1.9075, loss_obj: 0.6930, loss: 3.1121 2023-02-24 03:40:19,360 - mmdet - INFO - Epoch [6][250/1111] lr: 1.000e-02, eta: 2 days, 8:41:32, time: 0.581, data_time: 0.035, memory: 27312, loss_cls: 0.5226, loss_bbox: 1.9759, loss_obj: 0.7414, loss: 3.2400 2023-02-24 03:40:45,837 - mmdet - INFO - Epoch [6][300/1111] lr: 1.000e-02, eta: 2 days, 8:36:38, time: 0.529, data_time: 0.033, memory: 27312, loss_cls: 0.5198, loss_bbox: 1.9682, loss_obj: 0.7422, loss: 3.2302 2023-02-24 03:41:18,307 - mmdet - INFO - Epoch [6][350/1111] lr: 1.000e-02, eta: 2 days, 8:37:22, time: 0.649, data_time: 0.055, memory: 27312, loss_cls: 0.5204, loss_bbox: 1.9497, loss_obj: 0.7667, loss: 3.2368 2023-02-24 03:41:48,297 - mmdet - INFO - Epoch [6][400/1111] lr: 1.000e-02, eta: 2 days, 8:35:48, time: 0.600, data_time: 0.034, memory: 27312, loss_cls: 0.5173, loss_bbox: 1.9402, loss_obj: 0.7204, loss: 3.1779 2023-02-24 03:42:19,185 - mmdet - INFO - Epoch [6][450/1111] lr: 1.000e-02, eta: 2 days, 8:35:04, time: 0.618, data_time: 0.029, memory: 27312, loss_cls: 0.5120, loss_bbox: 1.9035, loss_obj: 0.7170, loss: 3.1325 2023-02-24 03:42:50,032 - mmdet - INFO - Epoch [6][500/1111] lr: 1.000e-02, eta: 2 days, 8:34:18, time: 0.617, data_time: 0.028, memory: 27312, loss_cls: 0.5106, loss_bbox: 1.8981, loss_obj: 0.7132, loss: 3.1219 2023-02-24 03:43:18,969 - mmdet - INFO - Epoch [6][550/1111] lr: 1.000e-02, eta: 2 days, 8:31:50, time: 0.579, data_time: 0.035, memory: 27312, loss_cls: 0.5135, loss_bbox: 1.9256, loss_obj: 0.7319, loss: 3.1709 2023-02-24 03:43:48,609 - mmdet - INFO - Epoch [6][600/1111] lr: 1.000e-02, eta: 2 days, 8:30:02, time: 0.593, data_time: 0.028, memory: 27312, loss_cls: 0.5074, loss_bbox: 1.8814, loss_obj: 0.6943, loss: 3.0831 2023-02-24 03:44:18,616 - mmdet - INFO - Epoch [6][650/1111] lr: 1.000e-02, eta: 2 days, 8:28:33, time: 0.600, data_time: 0.032, memory: 27312, loss_cls: 0.5087, loss_bbox: 1.8943, loss_obj: 0.7011, loss: 3.1041 2023-02-24 03:44:49,477 - mmdet - INFO - Epoch [6][700/1111] lr: 1.000e-02, eta: 2 days, 8:27:51, time: 0.617, data_time: 0.028, memory: 27312, loss_cls: 0.5097, loss_bbox: 1.8918, loss_obj: 0.7036, loss: 3.1051 2023-02-24 03:45:23,029 - mmdet - INFO - Epoch [6][750/1111] lr: 1.000e-02, eta: 2 days, 8:29:28, time: 0.671, data_time: 0.029, memory: 27312, loss_cls: 0.5001, loss_bbox: 1.8326, loss_obj: 0.6875, loss: 3.0201 2023-02-24 03:45:56,884 - mmdet - INFO - Epoch [6][800/1111] lr: 1.000e-02, eta: 2 days, 8:31:19, time: 0.677, data_time: 0.027, memory: 27312, loss_cls: 0.5110, loss_bbox: 1.9049, loss_obj: 0.7076, loss: 3.1234 2023-02-24 03:46:28,874 - mmdet - INFO - Epoch [6][850/1111] lr: 1.000e-02, eta: 2 days, 8:31:32, time: 0.640, data_time: 0.036, memory: 27312, loss_cls: 0.5043, loss_bbox: 1.8673, loss_obj: 0.7145, loss: 3.0861 2023-02-24 03:46:58,841 - mmdet - INFO - Epoch [6][900/1111] lr: 1.000e-02, eta: 2 days, 8:30:02, time: 0.599, data_time: 0.030, memory: 27312, loss_cls: 0.4971, loss_bbox: 1.8220, loss_obj: 0.6686, loss: 2.9878 2023-02-24 03:47:34,455 - mmdet - INFO - Epoch [6][950/1111] lr: 1.000e-02, eta: 2 days, 8:33:17, time: 0.712, data_time: 0.025, memory: 27312, loss_cls: 0.4993, loss_bbox: 1.8316, loss_obj: 0.6806, loss: 3.0115 2023-02-24 03:48:04,310 - mmdet - INFO - Epoch [6][1000/1111] lr: 1.000e-02, eta: 2 days, 8:31:41, time: 0.597, data_time: 0.034, memory: 27312, loss_cls: 0.4960, loss_bbox: 1.8185, loss_obj: 0.6648, loss: 2.9793 2023-02-24 03:48:36,448 - mmdet - INFO - Epoch [6][1050/1111] lr: 1.000e-02, eta: 2 days, 8:32:00, time: 0.643, data_time: 0.029, memory: 27312, loss_cls: 0.4977, loss_bbox: 1.8181, loss_obj: 0.6833, loss: 2.9991 2023-02-24 03:49:03,808 - mmdet - INFO - Epoch [6][1100/1111] lr: 1.000e-02, eta: 2 days, 8:28:22, time: 0.547, data_time: 0.025, memory: 27312, loss_cls: 0.4980, loss_bbox: 1.8397, loss_obj: 0.6771, loss: 3.0148 2023-02-24 03:49:59,230 - mmdet - INFO - Epoch [7][50/1111] lr: 1.000e-02, eta: 2 days, 8:36:51, time: 0.984, data_time: 0.265, memory: 27312, loss_cls: 0.4966, loss_bbox: 1.8230, loss_obj: 0.6795, loss: 2.9992 2023-02-24 03:50:29,602 - mmdet - INFO - Epoch [7][100/1111] lr: 1.000e-02, eta: 2 days, 8:35:40, time: 0.607, data_time: 0.031, memory: 27312, loss_cls: 0.4951, loss_bbox: 1.8249, loss_obj: 0.6753, loss: 2.9954 2023-02-24 03:51:00,590 - mmdet - INFO - Epoch [7][150/1111] lr: 1.000e-02, eta: 2 days, 8:34:58, time: 0.619, data_time: 0.028, memory: 27312, loss_cls: 0.4921, loss_bbox: 1.7957, loss_obj: 0.6839, loss: 2.9717 2023-02-24 03:51:34,550 - mmdet - INFO - Epoch [7][200/1111] lr: 1.000e-02, eta: 2 days, 8:36:39, time: 0.679, data_time: 0.029, memory: 27312, loss_cls: 0.4882, loss_bbox: 1.7728, loss_obj: 0.6373, loss: 2.8982 2023-02-24 03:52:07,034 - mmdet - INFO - Epoch [7][250/1111] lr: 1.000e-02, eta: 2 days, 8:37:07, time: 0.650, data_time: 0.029, memory: 27312, loss_cls: 0.4905, loss_bbox: 1.7870, loss_obj: 0.6452, loss: 2.9227 2023-02-24 03:52:38,703 - mmdet - INFO - Epoch [7][300/1111] lr: 1.000e-02, eta: 2 days, 8:36:57, time: 0.633, data_time: 0.028, memory: 27312, loss_cls: 0.4874, loss_bbox: 1.7670, loss_obj: 0.6503, loss: 2.9047 2023-02-24 03:53:06,415 - mmdet - INFO - Epoch [7][350/1111] lr: 9.999e-03, eta: 2 days, 8:33:41, time: 0.554, data_time: 0.029, memory: 27312, loss_cls: 0.4852, loss_bbox: 1.7625, loss_obj: 0.6168, loss: 2.8645 2023-02-24 03:53:36,967 - mmdet - INFO - Epoch [7][400/1111] lr: 9.999e-03, eta: 2 days, 8:32:40, time: 0.611, data_time: 0.031, memory: 27312, loss_cls: 0.4911, loss_bbox: 1.7961, loss_obj: 0.6738, loss: 2.9610 2023-02-24 03:54:07,199 - mmdet - INFO - Epoch [7][450/1111] lr: 9.999e-03, eta: 2 days, 8:31:25, time: 0.605, data_time: 0.034, memory: 27312, loss_cls: 0.4858, loss_bbox: 1.7675, loss_obj: 0.6465, loss: 2.8998 2023-02-24 03:54:35,464 - mmdet - INFO - Epoch [7][500/1111] lr: 9.999e-03, eta: 2 days, 8:28:40, time: 0.565, data_time: 0.035, memory: 27312, loss_cls: 0.4915, loss_bbox: 1.8071, loss_obj: 0.6566, loss: 2.9552 2023-02-24 03:55:05,239 - mmdet - INFO - Epoch [7][550/1111] lr: 9.999e-03, eta: 2 days, 8:27:06, time: 0.595, data_time: 0.032, memory: 27312, loss_cls: 0.4881, loss_bbox: 1.7796, loss_obj: 0.6168, loss: 2.8845 2023-02-24 03:55:38,387 - mmdet - INFO - Epoch [7][600/1111] lr: 9.999e-03, eta: 2 days, 8:28:04, time: 0.663, data_time: 0.025, memory: 27312, loss_cls: 0.4864, loss_bbox: 1.7673, loss_obj: 0.6541, loss: 2.9079 2023-02-24 03:56:08,377 - mmdet - INFO - Epoch [7][650/1111] lr: 9.999e-03, eta: 2 days, 8:26:40, time: 0.600, data_time: 0.032, memory: 27312, loss_cls: 0.4845, loss_bbox: 1.7569, loss_obj: 0.6247, loss: 2.8661 2023-02-24 03:56:40,161 - mmdet - INFO - Epoch [7][700/1111] lr: 9.999e-03, eta: 2 days, 8:26:36, time: 0.635, data_time: 0.028, memory: 27312, loss_cls: 0.4872, loss_bbox: 1.7721, loss_obj: 0.6538, loss: 2.9131 2023-02-24 03:57:15,642 - mmdet - INFO - Epoch [7][750/1111] lr: 9.999e-03, eta: 2 days, 8:29:14, time: 0.710, data_time: 0.029, memory: 27312, loss_cls: 0.4811, loss_bbox: 1.7320, loss_obj: 0.6329, loss: 2.8460 2023-02-24 03:57:43,771 - mmdet - INFO - Epoch [7][800/1111] lr: 9.999e-03, eta: 2 days, 8:26:29, time: 0.563, data_time: 0.035, memory: 27312, loss_cls: 0.4857, loss_bbox: 1.7779, loss_obj: 0.6416, loss: 2.9052 2023-02-24 03:58:19,568 - mmdet - INFO - Epoch [7][850/1111] lr: 9.999e-03, eta: 2 days, 8:29:18, time: 0.716, data_time: 0.022, memory: 27312, loss_cls: 0.4772, loss_bbox: 1.7049, loss_obj: 0.6277, loss: 2.8098 2023-02-24 03:58:53,860 - mmdet - INFO - Epoch [7][900/1111] lr: 9.999e-03, eta: 2 days, 8:30:59, time: 0.686, data_time: 0.028, memory: 27312, loss_cls: 0.4834, loss_bbox: 1.7410, loss_obj: 0.6403, loss: 2.8647 2023-02-24 03:59:21,487 - mmdet - INFO - Epoch [7][950/1111] lr: 9.999e-03, eta: 2 days, 8:27:54, time: 0.552, data_time: 0.033, memory: 27312, loss_cls: 0.4806, loss_bbox: 1.7424, loss_obj: 0.6384, loss: 2.8613 2023-02-24 03:59:51,067 - mmdet - INFO - Epoch [7][1000/1111] lr: 9.999e-03, eta: 2 days, 8:26:14, time: 0.592, data_time: 0.033, memory: 27312, loss_cls: 0.4790, loss_bbox: 1.7419, loss_obj: 0.6390, loss: 2.8598 2023-02-24 04:00:22,266 - mmdet - INFO - Epoch [7][1050/1111] lr: 9.999e-03, eta: 2 days, 8:25:42, time: 0.624, data_time: 0.030, memory: 27312, loss_cls: 0.4870, loss_bbox: 1.7655, loss_obj: 0.6487, loss: 2.9012 2023-02-24 04:00:52,073 - mmdet - INFO - Epoch [7][1100/1111] lr: 9.999e-03, eta: 2 days, 8:24:13, time: 0.596, data_time: 0.029, memory: 27312, loss_cls: 0.4777, loss_bbox: 1.7167, loss_obj: 0.6284, loss: 2.8228 2023-02-24 04:01:46,272 - mmdet - INFO - Epoch [8][50/1111] lr: 9.999e-03, eta: 2 days, 8:31:19, time: 0.984, data_time: 0.261, memory: 27312, loss_cls: 0.4775, loss_bbox: 1.7178, loss_obj: 0.6174, loss: 2.8127 2023-02-24 04:02:16,292 - mmdet - INFO - Epoch [8][100/1111] lr: 9.999e-03, eta: 2 days, 8:29:57, time: 0.601, data_time: 0.032, memory: 27312, loss_cls: 0.4730, loss_bbox: 1.7032, loss_obj: 0.6067, loss: 2.7829 2023-02-24 04:02:46,602 - mmdet - INFO - Epoch [8][150/1111] lr: 9.999e-03, eta: 2 days, 8:28:47, time: 0.606, data_time: 0.029, memory: 27312, loss_cls: 0.4744, loss_bbox: 1.7014, loss_obj: 0.6280, loss: 2.8038 2023-02-24 04:03:14,225 - mmdet - INFO - Epoch [8][200/1111] lr: 9.999e-03, eta: 2 days, 8:25:48, time: 0.552, data_time: 0.039, memory: 27312, loss_cls: 0.4747, loss_bbox: 1.7140, loss_obj: 0.6146, loss: 2.8033 2023-02-24 04:03:41,131 - mmdet - INFO - Epoch [8][250/1111] lr: 9.999e-03, eta: 2 days, 8:22:22, time: 0.538, data_time: 0.034, memory: 27312, loss_cls: 0.4807, loss_bbox: 1.7542, loss_obj: 0.6402, loss: 2.8751 2023-02-24 04:04:13,571 - mmdet - INFO - Epoch [8][300/1111] lr: 9.998e-03, eta: 2 days, 8:22:41, time: 0.649, data_time: 0.030, memory: 27312, loss_cls: 0.4785, loss_bbox: 1.7217, loss_obj: 0.6003, loss: 2.8005 2023-02-24 04:04:41,751 - mmdet - INFO - Epoch [8][350/1111] lr: 9.998e-03, eta: 2 days, 8:20:08, time: 0.563, data_time: 0.030, memory: 27312, loss_cls: 0.4731, loss_bbox: 1.6982, loss_obj: 0.6161, loss: 2.7874 2023-02-24 04:05:11,262 - mmdet - INFO - Epoch [8][400/1111] lr: 9.998e-03, eta: 2 days, 8:18:31, time: 0.590, data_time: 0.032, memory: 27312, loss_cls: 0.4740, loss_bbox: 1.7042, loss_obj: 0.6172, loss: 2.7955 2023-02-24 04:05:42,227 - mmdet - INFO - Epoch [8][450/1111] lr: 9.998e-03, eta: 2 days, 8:17:51, time: 0.619, data_time: 0.033, memory: 27312, loss_cls: 0.4695, loss_bbox: 1.6799, loss_obj: 0.6049, loss: 2.7543 2023-02-24 04:06:12,550 - mmdet - INFO - Epoch [8][500/1111] lr: 9.998e-03, eta: 2 days, 8:16:47, time: 0.606, data_time: 0.029, memory: 27312, loss_cls: 0.4731, loss_bbox: 1.6983, loss_obj: 0.6215, loss: 2.7930 2023-02-24 04:06:42,953 - mmdet - INFO - Epoch [8][550/1111] lr: 9.998e-03, eta: 2 days, 8:15:46, time: 0.608, data_time: 0.027, memory: 27312, loss_cls: 0.4713, loss_bbox: 1.6873, loss_obj: 0.5876, loss: 2.7462 2023-02-24 04:07:15,509 - mmdet - INFO - Epoch [8][600/1111] lr: 9.998e-03, eta: 2 days, 8:16:08, time: 0.651, data_time: 0.033, memory: 27312, loss_cls: 0.4682, loss_bbox: 1.6650, loss_obj: 0.6003, loss: 2.7335 2023-02-24 04:07:47,976 - mmdet - INFO - Epoch [8][650/1111] lr: 9.998e-03, eta: 2 days, 8:16:27, time: 0.649, data_time: 0.026, memory: 27312, loss_cls: 0.4708, loss_bbox: 1.6806, loss_obj: 0.6220, loss: 2.7735 2023-02-24 04:08:16,696 - mmdet - INFO - Epoch [8][700/1111] lr: 9.998e-03, eta: 2 days, 8:14:21, time: 0.574, data_time: 0.034, memory: 27312, loss_cls: 0.4679, loss_bbox: 1.6868, loss_obj: 0.6412, loss: 2.7959 2023-02-24 04:08:48,490 - mmdet - INFO - Epoch [8][750/1111] lr: 9.998e-03, eta: 2 days, 8:14:14, time: 0.636, data_time: 0.030, memory: 27312, loss_cls: 0.4671, loss_bbox: 1.6610, loss_obj: 0.6031, loss: 2.7312 2023-02-24 04:09:17,548 - mmdet - INFO - Epoch [8][800/1111] lr: 9.998e-03, eta: 2 days, 8:12:23, time: 0.581, data_time: 0.034, memory: 27312, loss_cls: 0.4672, loss_bbox: 1.6709, loss_obj: 0.5912, loss: 2.7293 2023-02-24 04:09:50,449 - mmdet - INFO - Epoch [8][850/1111] lr: 9.998e-03, eta: 2 days, 8:12:57, time: 0.658, data_time: 0.027, memory: 27312, loss_cls: 0.4641, loss_bbox: 1.6356, loss_obj: 0.5823, loss: 2.6820 2023-02-24 04:10:20,497 - mmdet - INFO - Epoch [8][900/1111] lr: 9.998e-03, eta: 2 days, 8:11:45, time: 0.601, data_time: 0.030, memory: 27312, loss_cls: 0.4674, loss_bbox: 1.6688, loss_obj: 0.5770, loss: 2.7132 2023-02-24 04:10:50,408 - mmdet - INFO - Epoch [8][950/1111] lr: 9.998e-03, eta: 2 days, 8:10:27, time: 0.598, data_time: 0.031, memory: 27312, loss_cls: 0.4719, loss_bbox: 1.6933, loss_obj: 0.5979, loss: 2.7631 2023-02-24 04:11:23,319 - mmdet - INFO - Epoch [8][1000/1111] lr: 9.997e-03, eta: 2 days, 8:11:01, time: 0.658, data_time: 0.029, memory: 27312, loss_cls: 0.4661, loss_bbox: 1.6639, loss_obj: 0.5949, loss: 2.7249 2023-02-24 04:11:52,709 - mmdet - INFO - Epoch [8][1050/1111] lr: 9.997e-03, eta: 2 days, 8:09:25, time: 0.588, data_time: 0.033, memory: 27312, loss_cls: 0.4634, loss_bbox: 1.6395, loss_obj: 0.5619, loss: 2.6648 2023-02-24 04:12:23,622 - mmdet - INFO - Epoch [8][1100/1111] lr: 9.997e-03, eta: 2 days, 8:08:44, time: 0.618, data_time: 0.022, memory: 27312, loss_cls: 0.4638, loss_bbox: 1.6491, loss_obj: 0.6126, loss: 2.7254 2023-02-24 04:13:13,204 - mmdet - INFO - Epoch [9][50/1111] lr: 9.997e-03, eta: 2 days, 8:11:48, time: 0.882, data_time: 0.278, memory: 27312, loss_cls: 0.4676, loss_bbox: 1.6802, loss_obj: 0.6042, loss: 2.7520 2023-02-24 04:13:42,770 - mmdet - INFO - Epoch [9][100/1111] lr: 9.997e-03, eta: 2 days, 8:10:19, time: 0.592, data_time: 0.030, memory: 27312, loss_cls: 0.4656, loss_bbox: 1.6626, loss_obj: 0.6029, loss: 2.7311 2023-02-24 04:14:10,167 - mmdet - INFO - Epoch [9][150/1111] lr: 9.997e-03, eta: 2 days, 8:07:32, time: 0.548, data_time: 0.037, memory: 27312, loss_cls: 0.4670, loss_bbox: 1.6827, loss_obj: 0.5941, loss: 2.7438 2023-02-24 04:14:44,597 - mmdet - INFO - Epoch [9][200/1111] lr: 9.997e-03, eta: 2 days, 8:08:57, time: 0.689, data_time: 0.027, memory: 27312, loss_cls: 0.4623, loss_bbox: 1.6335, loss_obj: 0.5990, loss: 2.6948 2023-02-24 04:15:16,471 - mmdet - INFO - Epoch [9][250/1111] lr: 9.997e-03, eta: 2 days, 8:08:50, time: 0.637, data_time: 0.031, memory: 27312, loss_cls: 0.4621, loss_bbox: 1.6335, loss_obj: 0.5856, loss: 2.6812 2023-02-24 04:15:49,924 - mmdet - INFO - Epoch [9][300/1111] lr: 9.997e-03, eta: 2 days, 8:09:40, time: 0.669, data_time: 0.026, memory: 27312, loss_cls: 0.4569, loss_bbox: 1.6143, loss_obj: 0.6042, loss: 2.6754 2023-02-24 04:16:19,921 - mmdet - INFO - Epoch [9][350/1111] lr: 9.997e-03, eta: 2 days, 8:08:27, time: 0.600, data_time: 0.033, memory: 27312, loss_cls: 0.4605, loss_bbox: 1.6369, loss_obj: 0.5922, loss: 2.6896 2023-02-24 04:16:51,152 - mmdet - INFO - Epoch [9][400/1111] lr: 9.997e-03, eta: 2 days, 8:07:57, time: 0.625, data_time: 0.032, memory: 27312, loss_cls: 0.4659, loss_bbox: 1.6629, loss_obj: 0.5959, loss: 2.7248 2023-02-24 04:17:20,620 - mmdet - INFO - Epoch [9][450/1111] lr: 9.997e-03, eta: 2 days, 8:06:26, time: 0.589, data_time: 0.030, memory: 27312, loss_cls: 0.4603, loss_bbox: 1.6345, loss_obj: 0.5958, loss: 2.6906 2023-02-24 04:17:56,203 - mmdet - INFO - Epoch [9][500/1111] lr: 9.996e-03, eta: 2 days, 8:08:27, time: 0.712, data_time: 0.027, memory: 27312, loss_cls: 0.4563, loss_bbox: 1.5991, loss_obj: 0.5705, loss: 2.6260 2023-02-24 04:18:27,947 - mmdet - INFO - Epoch [9][550/1111] lr: 9.996e-03, eta: 2 days, 8:08:15, time: 0.635, data_time: 0.027, memory: 27312, loss_cls: 0.4664, loss_bbox: 1.6689, loss_obj: 0.6083, loss: 2.7435 2023-02-24 04:18:56,182 - mmdet - INFO - Epoch [9][600/1111] lr: 9.996e-03, eta: 2 days, 8:06:02, time: 0.565, data_time: 0.036, memory: 27312, loss_cls: 0.4650, loss_bbox: 1.6624, loss_obj: 0.5889, loss: 2.7163 2023-02-24 04:19:27,055 - mmdet - INFO - Epoch [9][650/1111] lr: 9.996e-03, eta: 2 days, 8:05:21, time: 0.618, data_time: 0.027, memory: 27312, loss_cls: 0.4552, loss_bbox: 1.6075, loss_obj: 0.5829, loss: 2.6455 2023-02-24 04:19:57,741 - mmdet - INFO - Epoch [9][700/1111] lr: 9.996e-03, eta: 2 days, 8:04:33, time: 0.614, data_time: 0.030, memory: 27312, loss_cls: 0.4634, loss_bbox: 1.6446, loss_obj: 0.5802, loss: 2.6883 2023-02-24 04:20:26,277 - mmdet - INFO - Epoch [9][750/1111] lr: 9.996e-03, eta: 2 days, 8:02:33, time: 0.571, data_time: 0.035, memory: 27312, loss_cls: 0.4595, loss_bbox: 1.6371, loss_obj: 0.5737, loss: 2.6703 2023-02-24 04:20:53,447 - mmdet - INFO - Epoch [9][800/1111] lr: 9.996e-03, eta: 2 days, 7:59:48, time: 0.543, data_time: 0.033, memory: 27312, loss_cls: 0.4596, loss_bbox: 1.6306, loss_obj: 0.5625, loss: 2.6527 2023-02-24 04:21:24,625 - mmdet - INFO - Epoch [9][850/1111] lr: 9.996e-03, eta: 2 days, 7:59:18, time: 0.624, data_time: 0.030, memory: 27312, loss_cls: 0.4509, loss_bbox: 1.5848, loss_obj: 0.5558, loss: 2.5916 2023-02-24 04:21:52,208 - mmdet - INFO - Epoch [9][900/1111] lr: 9.996e-03, eta: 2 days, 7:56:48, time: 0.551, data_time: 0.032, memory: 27312, loss_cls: 0.4655, loss_bbox: 1.6600, loss_obj: 0.5603, loss: 2.6858 2023-02-24 04:22:21,044 - mmdet - INFO - Epoch [9][950/1111] lr: 9.996e-03, eta: 2 days, 7:55:02, time: 0.577, data_time: 0.031, memory: 27312, loss_cls: 0.4564, loss_bbox: 1.6228, loss_obj: 0.5931, loss: 2.6723 2023-02-24 04:22:50,873 - mmdet - INFO - Epoch [9][1000/1111] lr: 9.995e-03, eta: 2 days, 7:53:49, time: 0.597, data_time: 0.031, memory: 27312, loss_cls: 0.4606, loss_bbox: 1.6374, loss_obj: 0.6041, loss: 2.7021 2023-02-24 04:23:19,666 - mmdet - INFO - Epoch [9][1050/1111] lr: 9.995e-03, eta: 2 days, 7:52:02, time: 0.576, data_time: 0.038, memory: 27312, loss_cls: 0.4572, loss_bbox: 1.6199, loss_obj: 0.5689, loss: 2.6460 2023-02-24 04:23:46,077 - mmdet - INFO - Epoch [9][1100/1111] lr: 9.995e-03, eta: 2 days, 7:48:59, time: 0.528, data_time: 0.025, memory: 27312, loss_cls: 0.4610, loss_bbox: 1.6381, loss_obj: 0.5592, loss: 2.6583 2023-02-24 04:24:39,983 - mmdet - INFO - Epoch [10][50/1111] lr: 9.995e-03, eta: 2 days, 7:54:26, time: 0.985, data_time: 0.267, memory: 27312, loss_cls: 0.4503, loss_bbox: 1.5758, loss_obj: 0.5606, loss: 2.5868 2023-02-24 04:25:12,755 - mmdet - INFO - Epoch [10][100/1111] lr: 9.995e-03, eta: 2 days, 7:54:48, time: 0.655, data_time: 0.026, memory: 27312, loss_cls: 0.4544, loss_bbox: 1.5920, loss_obj: 0.5839, loss: 2.6304 2023-02-24 04:25:45,507 - mmdet - INFO - Epoch [10][150/1111] lr: 9.995e-03, eta: 2 days, 7:55:08, time: 0.655, data_time: 0.027, memory: 27312, loss_cls: 0.4539, loss_bbox: 1.6001, loss_obj: 0.5798, loss: 2.6337 2023-02-24 04:26:19,781 - mmdet - INFO - Epoch [10][200/1111] lr: 9.995e-03, eta: 2 days, 7:56:15, time: 0.685, data_time: 0.029, memory: 27312, loss_cls: 0.4535, loss_bbox: 1.5848, loss_obj: 0.5694, loss: 2.6077 2023-02-24 04:26:50,171 - mmdet - INFO - Epoch [10][250/1111] lr: 9.995e-03, eta: 2 days, 7:55:20, time: 0.608, data_time: 0.033, memory: 27312, loss_cls: 0.4515, loss_bbox: 1.5919, loss_obj: 0.5691, loss: 2.6126 2023-02-24 04:27:17,127 - mmdet - INFO - Epoch [10][300/1111] lr: 9.995e-03, eta: 2 days, 7:52:37, time: 0.539, data_time: 0.037, memory: 27312, loss_cls: 0.4548, loss_bbox: 1.6123, loss_obj: 0.5586, loss: 2.6257 2023-02-24 04:27:48,317 - mmdet - INFO - Epoch [10][350/1111] lr: 9.994e-03, eta: 2 days, 7:52:07, time: 0.624, data_time: 0.027, memory: 27312, loss_cls: 0.4488, loss_bbox: 1.5676, loss_obj: 0.5564, loss: 2.5728 2023-02-24 04:28:19,848 - mmdet - INFO - Epoch [10][400/1111] lr: 9.994e-03, eta: 2 days, 7:51:48, time: 0.631, data_time: 0.030, memory: 27312, loss_cls: 0.4520, loss_bbox: 1.5940, loss_obj: 0.5664, loss: 2.6124 2023-02-24 04:28:50,203 - mmdet - INFO - Epoch [10][450/1111] lr: 9.994e-03, eta: 2 days, 7:50:52, time: 0.606, data_time: 0.031, memory: 27312, loss_cls: 0.4535, loss_bbox: 1.5972, loss_obj: 0.5500, loss: 2.6007 2023-02-24 04:29:17,711 - mmdet - INFO - Epoch [10][500/1111] lr: 9.994e-03, eta: 2 days, 7:48:30, time: 0.551, data_time: 0.033, memory: 27312, loss_cls: 0.4547, loss_bbox: 1.6042, loss_obj: 0.5427, loss: 2.6016 2023-02-24 04:29:48,233 - mmdet - INFO - Epoch [10][550/1111] lr: 9.994e-03, eta: 2 days, 7:47:41, time: 0.610, data_time: 0.043, memory: 27312, loss_cls: 0.4488, loss_bbox: 1.5751, loss_obj: 0.5511, loss: 2.5750 2023-02-24 04:30:20,848 - mmdet - INFO - Epoch [10][600/1111] lr: 9.994e-03, eta: 2 days, 7:47:55, time: 0.652, data_time: 0.028, memory: 27312, loss_cls: 0.4482, loss_bbox: 1.5634, loss_obj: 0.5514, loss: 2.5630 2023-02-24 04:30:51,899 - mmdet - INFO - Epoch [10][650/1111] lr: 9.994e-03, eta: 2 days, 7:47:22, time: 0.621, data_time: 0.028, memory: 27312, loss_cls: 0.4507, loss_bbox: 1.5883, loss_obj: 0.5595, loss: 2.5986 2023-02-24 04:31:22,452 - mmdet - INFO - Epoch [10][700/1111] lr: 9.994e-03, eta: 2 days, 7:46:33, time: 0.611, data_time: 0.032, memory: 27312, loss_cls: 0.4538, loss_bbox: 1.5993, loss_obj: 0.5691, loss: 2.6222 2023-02-24 04:31:56,866 - mmdet - INFO - Epoch [10][750/1111] lr: 9.993e-03, eta: 2 days, 7:47:41, time: 0.688, data_time: 0.028, memory: 27312, loss_cls: 0.4471, loss_bbox: 1.5567, loss_obj: 0.5596, loss: 2.5633 2023-02-24 04:32:29,007 - mmdet - INFO - Epoch [10][800/1111] lr: 9.993e-03, eta: 2 days, 7:47:40, time: 0.643, data_time: 0.025, memory: 27312, loss_cls: 0.4496, loss_bbox: 1.5772, loss_obj: 0.5652, loss: 2.5921 2023-02-24 04:33:00,211 - mmdet - INFO - Epoch [10][850/1111] lr: 9.993e-03, eta: 2 days, 7:47:11, time: 0.624, data_time: 0.029, memory: 27312, loss_cls: 0.4450, loss_bbox: 1.5564, loss_obj: 0.5638, loss: 2.5651 2023-02-24 04:33:31,599 - mmdet - INFO - Epoch [10][900/1111] lr: 9.993e-03, eta: 2 days, 7:46:47, time: 0.628, data_time: 0.030, memory: 27312, loss_cls: 0.4451, loss_bbox: 1.5442, loss_obj: 0.5238, loss: 2.5131 2023-02-24 04:34:05,759 - mmdet - INFO - Epoch [10][950/1111] lr: 9.993e-03, eta: 2 days, 7:47:44, time: 0.683, data_time: 0.030, memory: 27312, loss_cls: 0.4471, loss_bbox: 1.5531, loss_obj: 0.5490, loss: 2.5492 2023-02-24 04:34:36,974 - mmdet - INFO - Epoch [10][1000/1111] lr: 9.993e-03, eta: 2 days, 7:47:15, time: 0.624, data_time: 0.028, memory: 27312, loss_cls: 0.4452, loss_bbox: 1.5530, loss_obj: 0.5536, loss: 2.5519 2023-02-24 04:35:07,953 - mmdet - INFO - Epoch [10][1050/1111] lr: 9.993e-03, eta: 2 days, 7:46:39, time: 0.620, data_time: 0.029, memory: 27312, loss_cls: 0.4371, loss_bbox: 1.5141, loss_obj: 0.5282, loss: 2.4794 2023-02-24 04:35:37,254 - mmdet - INFO - Epoch [10][1100/1111] lr: 9.993e-03, eta: 2 days, 7:45:14, time: 0.586, data_time: 0.023, memory: 27312, loss_cls: 0.4427, loss_bbox: 1.5455, loss_obj: 0.5568, loss: 2.5450 2023-02-24 04:35:50,924 - mmdet - INFO - Saving checkpoint at 10 epochs 2023-02-24 04:38:45,541 - mmdet - INFO - Evaluating bbox... 2023-02-24 04:39:05,945 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.794 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.945 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.895 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.038 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.685 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.850 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.828 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.828 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.828 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.101 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.746 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.878 2023-02-24 04:39:08,614 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_10.pth. 2023-02-24 04:39:08,615 - mmdet - INFO - Best bbox_mAP is 0.7941 at 10 epoch. 2023-02-24 04:39:08,615 - mmdet - INFO - Exp name: yolox_x.py 2023-02-24 04:39:08,615 - mmdet - INFO - Epoch(val) [10][4200] bbox_mAP: 0.7941, bbox_mAP_50: 0.9452, bbox_mAP_75: 0.8948, bbox_mAP_s: 0.0384, bbox_mAP_m: 0.6849, bbox_mAP_l: 0.8497, bbox_mAP_copypaste: 0.7941 0.9452 0.8948 0.0384 0.6849 0.8497 2023-02-24 04:39:45,823 - mmdet - INFO - Epoch [11][50/1111] lr: 9.992e-03, eta: 2 days, 7:44:12, time: 0.743, data_time: 0.179, memory: 27312, loss_cls: 0.4527, loss_bbox: 1.5951, loss_obj: 0.5708, loss: 2.6186 2023-02-24 04:40:15,987 - mmdet - INFO - Epoch [11][100/1111] lr: 9.992e-03, eta: 2 days, 7:43:12, time: 0.603, data_time: 0.032, memory: 27312, loss_cls: 0.4480, loss_bbox: 1.5685, loss_obj: 0.5541, loss: 2.5706 2023-02-24 04:40:46,668 - mmdet - INFO - Epoch [11][150/1111] lr: 9.992e-03, eta: 2 days, 7:42:28, time: 0.614, data_time: 0.027, memory: 27312, loss_cls: 0.4472, loss_bbox: 1.5671, loss_obj: 0.5443, loss: 2.5585 2023-02-24 04:41:16,901 - mmdet - INFO - Epoch [11][200/1111] lr: 9.992e-03, eta: 2 days, 7:41:31, time: 0.605, data_time: 0.030, memory: 27312, loss_cls: 0.4518, loss_bbox: 1.5970, loss_obj: 0.5639, loss: 2.6128 2023-02-24 04:41:44,176 - mmdet - INFO - Epoch [11][250/1111] lr: 9.992e-03, eta: 2 days, 7:39:10, time: 0.545, data_time: 0.033, memory: 27312, loss_cls: 0.4474, loss_bbox: 1.5714, loss_obj: 0.5440, loss: 2.5627 2023-02-24 04:42:15,002 - mmdet - INFO - Epoch [11][300/1111] lr: 9.992e-03, eta: 2 days, 7:38:31, time: 0.617, data_time: 0.029, memory: 27312, loss_cls: 0.4481, loss_bbox: 1.5664, loss_obj: 0.5546, loss: 2.5690 2023-02-24 04:42:45,107 - mmdet - INFO - Epoch [11][350/1111] lr: 9.992e-03, eta: 2 days, 7:37:32, time: 0.602, data_time: 0.032, memory: 27312, loss_cls: 0.4414, loss_bbox: 1.5345, loss_obj: 0.5266, loss: 2.5025 2023-02-24 04:43:16,933 - mmdet - INFO - Epoch [11][400/1111] lr: 9.991e-03, eta: 2 days, 7:37:20, time: 0.636, data_time: 0.025, memory: 27312, loss_cls: 0.4455, loss_bbox: 1.5551, loss_obj: 0.5370, loss: 2.5376 2023-02-24 04:43:49,964 - mmdet - INFO - Epoch [11][450/1111] lr: 9.991e-03, eta: 2 days, 7:37:43, time: 0.661, data_time: 0.029, memory: 27312, loss_cls: 0.4469, loss_bbox: 1.5531, loss_obj: 0.5543, loss: 2.5543 2023-02-24 04:44:19,431 - mmdet - INFO - Epoch [11][500/1111] lr: 9.991e-03, eta: 2 days, 7:36:26, time: 0.589, data_time: 0.035, memory: 27312, loss_cls: 0.4494, loss_bbox: 1.5854, loss_obj: 0.5612, loss: 2.5959 2023-02-24 04:44:49,351 - mmdet - INFO - Epoch [11][550/1111] lr: 9.991e-03, eta: 2 days, 7:35:21, time: 0.598, data_time: 0.032, memory: 27312, loss_cls: 0.4465, loss_bbox: 1.5633, loss_obj: 0.5556, loss: 2.5654 2023-02-24 04:45:17,043 - mmdet - INFO - Epoch [11][600/1111] lr: 9.991e-03, eta: 2 days, 7:33:16, time: 0.554, data_time: 0.032, memory: 27312, loss_cls: 0.4447, loss_bbox: 1.5617, loss_obj: 0.5430, loss: 2.5493 2023-02-24 04:45:47,157 - mmdet - INFO - Epoch [11][650/1111] lr: 9.991e-03, eta: 2 days, 7:32:18, time: 0.602, data_time: 0.027, memory: 27312, loss_cls: 0.4418, loss_bbox: 1.5393, loss_obj: 0.5535, loss: 2.5346 2023-02-24 04:46:16,328 - mmdet - INFO - Epoch [11][700/1111] lr: 9.991e-03, eta: 2 days, 7:30:55, time: 0.583, data_time: 0.027, memory: 27312, loss_cls: 0.4392, loss_bbox: 1.5293, loss_obj: 0.5446, loss: 2.5131 2023-02-24 04:46:45,213 - mmdet - INFO - Epoch [11][750/1111] lr: 9.990e-03, eta: 2 days, 7:29:24, time: 0.578, data_time: 0.034, memory: 27312, loss_cls: 0.4413, loss_bbox: 1.5416, loss_obj: 0.5237, loss: 2.5065 2023-02-24 04:47:15,486 - mmdet - INFO - Epoch [11][800/1111] lr: 9.990e-03, eta: 2 days, 7:28:32, time: 0.605, data_time: 0.030, memory: 27312, loss_cls: 0.4441, loss_bbox: 1.5470, loss_obj: 0.5331, loss: 2.5241 2023-02-24 04:47:45,755 - mmdet - INFO - Epoch [11][850/1111] lr: 9.990e-03, eta: 2 days, 7:27:39, time: 0.605, data_time: 0.032, memory: 27312, loss_cls: 0.4465, loss_bbox: 1.5612, loss_obj: 0.5371, loss: 2.5448 2023-02-24 04:48:16,989 - mmdet - INFO - Epoch [11][900/1111] lr: 9.990e-03, eta: 2 days, 7:27:12, time: 0.625, data_time: 0.028, memory: 27312, loss_cls: 0.4447, loss_bbox: 1.5521, loss_obj: 0.5423, loss: 2.5391 2023-02-24 04:48:50,386 - mmdet - INFO - Epoch [11][950/1111] lr: 9.990e-03, eta: 2 days, 7:27:43, time: 0.668, data_time: 0.030, memory: 27312, loss_cls: 0.4388, loss_bbox: 1.5163, loss_obj: 0.5410, loss: 2.4961 2023-02-24 04:49:24,693 - mmdet - INFO - Epoch [11][1000/1111] lr: 9.990e-03, eta: 2 days, 7:28:38, time: 0.686, data_time: 0.027, memory: 27312, loss_cls: 0.4404, loss_bbox: 1.5203, loss_obj: 0.5388, loss: 2.4995 2023-02-24 04:49:52,418 - mmdet - INFO - Epoch [11][1050/1111] lr: 9.989e-03, eta: 2 days, 7:26:38, time: 0.554, data_time: 0.033, memory: 27312, loss_cls: 0.4496, loss_bbox: 1.5836, loss_obj: 0.5392, loss: 2.5724 2023-02-24 04:50:18,951 - mmdet - INFO - Epoch [11][1100/1111] lr: 9.989e-03, eta: 2 days, 7:24:07, time: 0.531, data_time: 0.033, memory: 27312, loss_cls: 0.4478, loss_bbox: 1.5669, loss_obj: 0.5460, loss: 2.5607 2023-02-24 04:51:09,099 - mmdet - INFO - Epoch [12][50/1111] lr: 9.989e-03, eta: 2 days, 7:26:48, time: 0.910, data_time: 0.283, memory: 27312, loss_cls: 0.4450, loss_bbox: 1.5629, loss_obj: 0.5275, loss: 2.5355 2023-02-24 04:51:37,318 - mmdet - INFO - Epoch [12][100/1111] lr: 9.989e-03, eta: 2 days, 7:25:03, time: 0.564, data_time: 0.037, memory: 27312, loss_cls: 0.4489, loss_bbox: 1.5859, loss_obj: 0.5592, loss: 2.5940 2023-02-24 04:52:09,464 - mmdet - INFO - Epoch [12][150/1111] lr: 9.989e-03, eta: 2 days, 7:24:59, time: 0.643, data_time: 0.029, memory: 27312, loss_cls: 0.4343, loss_bbox: 1.4947, loss_obj: 0.5385, loss: 2.4675 2023-02-24 04:52:37,640 - mmdet - INFO - Epoch [12][200/1111] lr: 9.989e-03, eta: 2 days, 7:23:13, time: 0.563, data_time: 0.030, memory: 27312, loss_cls: 0.4427, loss_bbox: 1.5534, loss_obj: 0.5280, loss: 2.5241 2023-02-24 04:53:10,866 - mmdet - INFO - Epoch [12][250/1111] lr: 9.988e-03, eta: 2 days, 7:23:37, time: 0.665, data_time: 0.027, memory: 27312, loss_cls: 0.4383, loss_bbox: 1.5083, loss_obj: 0.5225, loss: 2.4691 2023-02-24 04:53:39,473 - mmdet - INFO - Epoch [12][300/1111] lr: 9.988e-03, eta: 2 days, 7:22:03, time: 0.572, data_time: 0.033, memory: 27312, loss_cls: 0.4420, loss_bbox: 1.5394, loss_obj: 0.5323, loss: 2.5137 2023-02-24 04:54:11,111 - mmdet - INFO - Epoch [12][350/1111] lr: 9.988e-03, eta: 2 days, 7:21:46, time: 0.633, data_time: 0.026, memory: 27317, loss_cls: 0.4412, loss_bbox: 1.5308, loss_obj: 0.5264, loss: 2.4984 2023-02-24 04:54:42,447 - mmdet - INFO - Epoch [12][400/1111] lr: 9.988e-03, eta: 2 days, 7:21:22, time: 0.627, data_time: 0.030, memory: 27317, loss_cls: 0.4387, loss_bbox: 1.5200, loss_obj: 0.5311, loss: 2.4897 2023-02-24 04:55:13,935 - mmdet - INFO - Epoch [12][450/1111] lr: 9.988e-03, eta: 2 days, 7:21:01, time: 0.630, data_time: 0.031, memory: 27317, loss_cls: 0.4393, loss_bbox: 1.5251, loss_obj: 0.5362, loss: 2.5007 2023-02-24 04:55:47,388 - mmdet - INFO - Epoch [12][500/1111] lr: 9.988e-03, eta: 2 days, 7:21:30, time: 0.669, data_time: 0.029, memory: 27317, loss_cls: 0.4352, loss_bbox: 1.4969, loss_obj: 0.5300, loss: 2.4621 2023-02-24 04:56:18,864 - mmdet - INFO - Epoch [12][550/1111] lr: 9.987e-03, eta: 2 days, 7:21:09, time: 0.630, data_time: 0.029, memory: 27317, loss_cls: 0.4353, loss_bbox: 1.4961, loss_obj: 0.5077, loss: 2.4391 2023-02-24 04:56:54,697 - mmdet - INFO - Epoch [12][600/1111] lr: 9.987e-03, eta: 2 days, 7:22:36, time: 0.717, data_time: 0.025, memory: 27317, loss_cls: 0.4331, loss_bbox: 1.4779, loss_obj: 0.5113, loss: 2.4223 2023-02-24 04:57:25,297 - mmdet - INFO - Epoch [12][650/1111] lr: 9.987e-03, eta: 2 days, 7:21:53, time: 0.612, data_time: 0.029, memory: 27317, loss_cls: 0.4365, loss_bbox: 1.5070, loss_obj: 0.5186, loss: 2.4620 2023-02-24 04:57:55,841 - mmdet - INFO - Epoch [12][700/1111] lr: 9.987e-03, eta: 2 days, 7:21:08, time: 0.611, data_time: 0.029, memory: 27317, loss_cls: 0.4400, loss_bbox: 1.5328, loss_obj: 0.5378, loss: 2.5106 2023-02-24 04:58:21,898 - mmdet - INFO - Epoch [12][750/1111] lr: 9.987e-03, eta: 2 days, 7:18:32, time: 0.521, data_time: 0.034, memory: 27317, loss_cls: 0.4403, loss_bbox: 1.5409, loss_obj: 0.5171, loss: 2.4983 2023-02-24 04:58:49,912 - mmdet - INFO - Epoch [12][800/1111] lr: 9.987e-03, eta: 2 days, 7:16:46, time: 0.560, data_time: 0.031, memory: 27317, loss_cls: 0.4384, loss_bbox: 1.5249, loss_obj: 0.5206, loss: 2.4839 2023-02-24 04:59:19,421 - mmdet - INFO - Epoch [12][850/1111] lr: 9.986e-03, eta: 2 days, 7:15:36, time: 0.590, data_time: 0.032, memory: 27317, loss_cls: 0.4326, loss_bbox: 1.4877, loss_obj: 0.5241, loss: 2.4444 2023-02-24 04:59:49,576 - mmdet - INFO - Epoch [12][900/1111] lr: 9.986e-03, eta: 2 days, 7:14:43, time: 0.603, data_time: 0.027, memory: 27317, loss_cls: 0.4336, loss_bbox: 1.4845, loss_obj: 0.4938, loss: 2.4118 2023-02-24 05:00:22,628 - mmdet - INFO - Epoch [12][950/1111] lr: 9.986e-03, eta: 2 days, 7:15:00, time: 0.661, data_time: 0.030, memory: 27317, loss_cls: 0.4399, loss_bbox: 1.5143, loss_obj: 0.5201, loss: 2.4742 2023-02-24 05:00:53,801 - mmdet - INFO - Epoch [12][1000/1111] lr: 9.986e-03, eta: 2 days, 7:14:32, time: 0.623, data_time: 0.027, memory: 27317, loss_cls: 0.4374, loss_bbox: 1.5114, loss_obj: 0.5145, loss: 2.4632 2023-02-24 05:01:26,034 - mmdet - INFO - Epoch [12][1050/1111] lr: 9.986e-03, eta: 2 days, 7:14:29, time: 0.645, data_time: 0.034, memory: 27317, loss_cls: 0.4351, loss_bbox: 1.4965, loss_obj: 0.5128, loss: 2.4444 2023-02-24 05:01:55,407 - mmdet - INFO - Epoch [12][1100/1111] lr: 9.985e-03, eta: 2 days, 7:13:17, time: 0.587, data_time: 0.025, memory: 27317, loss_cls: 0.4318, loss_bbox: 1.4846, loss_obj: 0.5176, loss: 2.4340 2023-02-24 05:02:49,395 - mmdet - INFO - Epoch [13][50/1111] lr: 9.985e-03, eta: 2 days, 7:16:47, time: 0.965, data_time: 0.291, memory: 27317, loss_cls: 0.4337, loss_bbox: 1.5047, loss_obj: 0.5232, loss: 2.4617 2023-02-24 05:03:19,978 - mmdet - INFO - Epoch [13][100/1111] lr: 9.985e-03, eta: 2 days, 7:16:03, time: 0.612, data_time: 0.028, memory: 27317, loss_cls: 0.4371, loss_bbox: 1.5162, loss_obj: 0.5167, loss: 2.4700 2023-02-24 05:03:50,462 - mmdet - INFO - Epoch [13][150/1111] lr: 9.985e-03, eta: 2 days, 7:15:18, time: 0.610, data_time: 0.032, memory: 27317, loss_cls: 0.4364, loss_bbox: 1.5152, loss_obj: 0.5188, loss: 2.4704 2023-02-24 05:04:21,555 - mmdet - INFO - Epoch [13][200/1111] lr: 9.985e-03, eta: 2 days, 7:14:46, time: 0.622, data_time: 0.032, memory: 27317, loss_cls: 0.4318, loss_bbox: 1.4928, loss_obj: 0.5073, loss: 2.4319 2023-02-24 05:04:51,480 - mmdet - INFO - Epoch [13][250/1111] lr: 9.984e-03, eta: 2 days, 7:13:47, time: 0.598, data_time: 0.033, memory: 27317, loss_cls: 0.4382, loss_bbox: 1.5281, loss_obj: 0.5249, loss: 2.4911 2023-02-24 05:05:22,166 - mmdet - INFO - Epoch [13][300/1111] lr: 9.984e-03, eta: 2 days, 7:13:07, time: 0.614, data_time: 0.028, memory: 27317, loss_cls: 0.4325, loss_bbox: 1.4929, loss_obj: 0.5270, loss: 2.4524 2023-02-24 05:05:53,328 - mmdet - INFO - Epoch [13][350/1111] lr: 9.984e-03, eta: 2 days, 7:12:37, time: 0.623, data_time: 0.029, memory: 27317, loss_cls: 0.4331, loss_bbox: 1.4974, loss_obj: 0.5229, loss: 2.4533 2023-02-24 05:06:20,894 - mmdet - INFO - Epoch [13][400/1111] lr: 9.984e-03, eta: 2 days, 7:10:44, time: 0.551, data_time: 0.034, memory: 27317, loss_cls: 0.4423, loss_bbox: 1.5522, loss_obj: 0.5285, loss: 2.5230 2023-02-24 05:06:48,271 - mmdet - INFO - Epoch [13][450/1111] lr: 9.984e-03, eta: 2 days, 7:08:47, time: 0.548, data_time: 0.031, memory: 27317, loss_cls: 0.4326, loss_bbox: 1.4891, loss_obj: 0.5110, loss: 2.4328 2023-02-24 05:07:19,790 - mmdet - INFO - Epoch [13][500/1111] lr: 9.983e-03, eta: 2 days, 7:08:26, time: 0.630, data_time: 0.032, memory: 27317, loss_cls: 0.4336, loss_bbox: 1.4930, loss_obj: 0.5133, loss: 2.4399 2023-02-24 05:07:50,888 - mmdet - INFO - Epoch [13][550/1111] lr: 9.983e-03, eta: 2 days, 7:07:56, time: 0.623, data_time: 0.027, memory: 27317, loss_cls: 0.4284, loss_bbox: 1.4668, loss_obj: 0.5077, loss: 2.4029 2023-02-24 05:08:22,106 - mmdet - INFO - Epoch [13][600/1111] lr: 9.983e-03, eta: 2 days, 7:07:28, time: 0.624, data_time: 0.032, memory: 27317, loss_cls: 0.4292, loss_bbox: 1.4727, loss_obj: 0.5087, loss: 2.4106 2023-02-24 05:08:51,754 - mmdet - INFO - Epoch [13][650/1111] lr: 9.983e-03, eta: 2 days, 7:06:25, time: 0.593, data_time: 0.032, memory: 27317, loss_cls: 0.4364, loss_bbox: 1.5080, loss_obj: 0.5146, loss: 2.4591 2023-02-24 05:09:21,297 - mmdet - INFO - Epoch [13][700/1111] lr: 9.983e-03, eta: 2 days, 7:05:19, time: 0.591, data_time: 0.032, memory: 27317, loss_cls: 0.4314, loss_bbox: 1.4800, loss_obj: 0.4966, loss: 2.4080 2023-02-24 05:09:50,172 - mmdet - INFO - Epoch [13][750/1111] lr: 9.982e-03, eta: 2 days, 7:03:58, time: 0.578, data_time: 0.029, memory: 27317, loss_cls: 0.4334, loss_bbox: 1.4936, loss_obj: 0.5289, loss: 2.4559 2023-02-24 05:10:18,098 - mmdet - INFO - Epoch [13][800/1111] lr: 9.982e-03, eta: 2 days, 7:02:17, time: 0.558, data_time: 0.037, memory: 27317, loss_cls: 0.4300, loss_bbox: 1.4876, loss_obj: 0.5067, loss: 2.4242 2023-02-24 05:10:54,237 - mmdet - INFO - Epoch [13][850/1111] lr: 9.982e-03, eta: 2 days, 7:03:40, time: 0.723, data_time: 0.026, memory: 27317, loss_cls: 0.4319, loss_bbox: 1.4748, loss_obj: 0.5321, loss: 2.4387 2023-02-24 05:11:23,525 - mmdet - INFO - Epoch [13][900/1111] lr: 9.982e-03, eta: 2 days, 7:02:30, time: 0.586, data_time: 0.036, memory: 27317, loss_cls: 0.4332, loss_bbox: 1.5070, loss_obj: 0.5233, loss: 2.4634 2023-02-24 05:11:51,286 - mmdet - INFO - Epoch [13][950/1111] lr: 9.982e-03, eta: 2 days, 7:00:45, time: 0.555, data_time: 0.031, memory: 27317, loss_cls: 0.4346, loss_bbox: 1.4992, loss_obj: 0.4923, loss: 2.4262 2023-02-24 05:12:19,209 - mmdet - INFO - Epoch [13][1000/1111] lr: 9.981e-03, eta: 2 days, 6:59:05, time: 0.558, data_time: 0.033, memory: 27317, loss_cls: 0.4312, loss_bbox: 1.4941, loss_obj: 0.5122, loss: 2.4374 2023-02-24 05:12:46,214 - mmdet - INFO - Epoch [13][1050/1111] lr: 9.981e-03, eta: 2 days, 6:57:04, time: 0.540, data_time: 0.038, memory: 27317, loss_cls: 0.4316, loss_bbox: 1.4934, loss_obj: 0.4962, loss: 2.4212 2023-02-24 05:13:17,338 - mmdet - INFO - Epoch [13][1100/1111] lr: 9.981e-03, eta: 2 days, 6:56:36, time: 0.622, data_time: 0.025, memory: 27317, loss_cls: 0.4341, loss_bbox: 1.4902, loss_obj: 0.5195, loss: 2.4437 2023-02-24 05:14:10,998 - mmdet - INFO - Epoch [14][50/1111] lr: 9.981e-03, eta: 2 days, 6:59:48, time: 0.966, data_time: 0.276, memory: 27317, loss_cls: 0.4294, loss_bbox: 1.4689, loss_obj: 0.5165, loss: 2.4148 2023-02-24 05:14:44,061 - mmdet - INFO - Epoch [14][100/1111] lr: 9.980e-03, eta: 2 days, 7:00:01, time: 0.661, data_time: 0.028, memory: 27317, loss_cls: 0.4279, loss_bbox: 1.4601, loss_obj: 0.5193, loss: 2.4074 2023-02-24 05:15:13,552 - mmdet - INFO - Epoch [14][150/1111] lr: 9.980e-03, eta: 2 days, 6:58:56, time: 0.590, data_time: 0.029, memory: 27317, loss_cls: 0.4307, loss_bbox: 1.4756, loss_obj: 0.5094, loss: 2.4157 2023-02-24 05:15:42,228 - mmdet - INFO - Epoch [14][200/1111] lr: 9.980e-03, eta: 2 days, 6:57:33, time: 0.573, data_time: 0.036, memory: 27317, loss_cls: 0.4357, loss_bbox: 1.5072, loss_obj: 0.5194, loss: 2.4624 2023-02-24 05:16:15,143 - mmdet - INFO - Epoch [14][250/1111] lr: 9.980e-03, eta: 2 days, 6:57:42, time: 0.658, data_time: 0.026, memory: 27317, loss_cls: 0.4346, loss_bbox: 1.5012, loss_obj: 0.5249, loss: 2.4607 2023-02-24 05:16:40,618 - mmdet - INFO - Epoch [14][300/1111] lr: 9.980e-03, eta: 2 days, 6:55:11, time: 0.509, data_time: 0.041, memory: 27317, loss_cls: 0.4340, loss_bbox: 1.5119, loss_obj: 0.5155, loss: 2.4614 2023-02-24 05:17:10,303 - mmdet - INFO - Epoch [14][350/1111] lr: 9.979e-03, eta: 2 days, 6:54:11, time: 0.594, data_time: 0.032, memory: 27317, loss_cls: 0.4257, loss_bbox: 1.4509, loss_obj: 0.4874, loss: 2.3640 2023-02-24 05:17:43,248 - mmdet - INFO - Epoch [14][400/1111] lr: 9.979e-03, eta: 2 days, 6:54:20, time: 0.658, data_time: 0.025, memory: 27317, loss_cls: 0.4322, loss_bbox: 1.4829, loss_obj: 0.5082, loss: 2.4234 2023-02-24 05:18:12,246 - mmdet - INFO - Epoch [14][450/1111] lr: 9.979e-03, eta: 2 days, 6:53:06, time: 0.580, data_time: 0.034, memory: 27317, loss_cls: 0.4305, loss_bbox: 1.4801, loss_obj: 0.5016, loss: 2.4122 2023-02-24 05:18:42,169 - mmdet - INFO - Epoch [14][500/1111] lr: 9.979e-03, eta: 2 days, 6:52:11, time: 0.598, data_time: 0.028, memory: 27317, loss_cls: 0.4260, loss_bbox: 1.4568, loss_obj: 0.5073, loss: 2.3901 2023-02-24 05:19:12,501 - mmdet - INFO - Epoch [14][550/1111] lr: 9.978e-03, eta: 2 days, 6:51:26, time: 0.607, data_time: 0.028, memory: 27317, loss_cls: 0.4306, loss_bbox: 1.4743, loss_obj: 0.5080, loss: 2.4130 2023-02-24 05:19:44,881 - mmdet - INFO - Epoch [14][600/1111] lr: 9.978e-03, eta: 2 days, 6:51:23, time: 0.648, data_time: 0.031, memory: 27317, loss_cls: 0.4289, loss_bbox: 1.4733, loss_obj: 0.5070, loss: 2.4091 2023-02-24 05:20:12,715 - mmdet - INFO - Epoch [14][650/1111] lr: 9.978e-03, eta: 2 days, 6:49:45, time: 0.557, data_time: 0.034, memory: 27317, loss_cls: 0.4306, loss_bbox: 1.4881, loss_obj: 0.5027, loss: 2.4214 2023-02-24 05:20:43,834 - mmdet - INFO - Epoch [14][700/1111] lr: 9.978e-03, eta: 2 days, 6:49:16, time: 0.622, data_time: 0.036, memory: 27317, loss_cls: 0.4342, loss_bbox: 1.4996, loss_obj: 0.5113, loss: 2.4451 2023-02-24 05:21:16,093 - mmdet - INFO - Epoch [14][750/1111] lr: 9.978e-03, eta: 2 days, 6:49:11, time: 0.645, data_time: 0.025, memory: 27317, loss_cls: 0.4270, loss_bbox: 1.4548, loss_obj: 0.5135, loss: 2.3954 2023-02-24 05:21:42,831 - mmdet - INFO - Epoch [14][800/1111] lr: 9.977e-03, eta: 2 days, 6:47:11, time: 0.535, data_time: 0.038, memory: 27317, loss_cls: 0.4243, loss_bbox: 1.4676, loss_obj: 0.5072, loss: 2.3991 2023-02-24 05:22:17,182 - mmdet - INFO - Epoch [14][850/1111] lr: 9.977e-03, eta: 2 days, 6:47:49, time: 0.687, data_time: 0.022, memory: 27317, loss_cls: 0.4255, loss_bbox: 1.4502, loss_obj: 0.5101, loss: 2.3859 2023-02-24 05:22:44,528 - mmdet - INFO - Epoch [14][900/1111] lr: 9.977e-03, eta: 2 days, 6:46:02, time: 0.547, data_time: 0.033, memory: 27317, loss_cls: 0.4325, loss_bbox: 1.4955, loss_obj: 0.5021, loss: 2.4301 2023-02-24 05:23:17,987 - mmdet - INFO - Epoch [14][950/1111] lr: 9.977e-03, eta: 2 days, 6:46:22, time: 0.669, data_time: 0.028, memory: 27317, loss_cls: 0.4290, loss_bbox: 1.4722, loss_obj: 0.5299, loss: 2.4310 2023-02-24 05:23:45,582 - mmdet - INFO - Epoch [14][1000/1111] lr: 9.976e-03, eta: 2 days, 6:44:40, time: 0.552, data_time: 0.034, memory: 27317, loss_cls: 0.4351, loss_bbox: 1.5088, loss_obj: 0.4965, loss: 2.4404 2023-02-24 05:24:13,109 - mmdet - INFO - Epoch [14][1050/1111] lr: 9.976e-03, eta: 2 days, 6:42:58, time: 0.551, data_time: 0.030, memory: 27317, loss_cls: 0.4318, loss_bbox: 1.4944, loss_obj: 0.5206, loss: 2.4468 2023-02-24 05:24:44,998 - mmdet - INFO - Epoch [14][1100/1111] lr: 9.976e-03, eta: 2 days, 6:42:46, time: 0.638, data_time: 0.027, memory: 27317, loss_cls: 0.4254, loss_bbox: 1.4464, loss_obj: 0.5052, loss: 2.3769 2023-02-24 05:25:37,950 - mmdet - INFO - Epoch [15][50/1111] lr: 9.976e-03, eta: 2 days, 6:44:48, time: 0.914, data_time: 0.259, memory: 27317, loss_cls: 0.4298, loss_bbox: 1.4701, loss_obj: 0.4848, loss: 2.3846 2023-02-24 05:26:06,253 - mmdet - INFO - Epoch [15][100/1111] lr: 9.975e-03, eta: 2 days, 6:43:22, time: 0.566, data_time: 0.030, memory: 27317, loss_cls: 0.4266, loss_bbox: 1.4721, loss_obj: 0.5064, loss: 2.4051 2023-02-24 05:26:35,632 - mmdet - INFO - Epoch [15][150/1111] lr: 9.975e-03, eta: 2 days, 6:42:18, time: 0.587, data_time: 0.035, memory: 27317, loss_cls: 0.4307, loss_bbox: 1.4763, loss_obj: 0.4938, loss: 2.4007 2023-02-24 05:27:05,948 - mmdet - INFO - Epoch [15][200/1111] lr: 9.975e-03, eta: 2 days, 6:41:33, time: 0.606, data_time: 0.031, memory: 27317, loss_cls: 0.4305, loss_bbox: 1.4876, loss_obj: 0.5111, loss: 2.4292 2023-02-24 05:27:33,907 - mmdet - INFO - Epoch [15][250/1111] lr: 9.975e-03, eta: 2 days, 6:40:01, time: 0.559, data_time: 0.034, memory: 27317, loss_cls: 0.4316, loss_bbox: 1.4923, loss_obj: 0.5031, loss: 2.4271 2023-02-24 05:28:05,539 - mmdet - INFO - Epoch [15][300/1111] lr: 9.974e-03, eta: 2 days, 6:39:43, time: 0.632, data_time: 0.030, memory: 27317, loss_cls: 0.4282, loss_bbox: 1.4653, loss_obj: 0.4892, loss: 2.3827 2023-02-24 05:28:38,209 - mmdet - INFO - Epoch [15][350/1111] lr: 9.974e-03, eta: 2 days, 6:39:45, time: 0.654, data_time: 0.024, memory: 27317, loss_cls: 0.4236, loss_bbox: 1.4404, loss_obj: 0.5046, loss: 2.3686 2023-02-24 05:29:09,674 - mmdet - INFO - Epoch [15][400/1111] lr: 9.974e-03, eta: 2 days, 6:39:23, time: 0.629, data_time: 0.031, memory: 27317, loss_cls: 0.4261, loss_bbox: 1.4613, loss_obj: 0.5027, loss: 2.3901 2023-02-24 05:29:43,664 - mmdet - INFO - Epoch [15][450/1111] lr: 9.974e-03, eta: 2 days, 6:39:52, time: 0.680, data_time: 0.024, memory: 27317, loss_cls: 0.4249, loss_bbox: 1.4490, loss_obj: 0.5022, loss: 2.3761 2023-02-24 05:30:13,833 - mmdet - INFO - Epoch [15][500/1111] lr: 9.973e-03, eta: 2 days, 6:39:04, time: 0.603, data_time: 0.029, memory: 27317, loss_cls: 0.4259, loss_bbox: 1.4615, loss_obj: 0.5014, loss: 2.3889 2023-02-24 05:30:47,225 - mmdet - INFO - Epoch [15][550/1111] lr: 9.973e-03, eta: 2 days, 6:39:20, time: 0.668, data_time: 0.027, memory: 27317, loss_cls: 0.4187, loss_bbox: 1.4139, loss_obj: 0.4905, loss: 2.3231 2023-02-24 05:31:21,146 - mmdet - INFO - Epoch [15][600/1111] lr: 9.973e-03, eta: 2 days, 6:39:46, time: 0.678, data_time: 0.026, memory: 27317, loss_cls: 0.4274, loss_bbox: 1.4563, loss_obj: 0.5009, loss: 2.3846 2023-02-24 05:31:54,604 - mmdet - INFO - Epoch [15][650/1111] lr: 9.973e-03, eta: 2 days, 6:40:02, time: 0.669, data_time: 0.028, memory: 27317, loss_cls: 0.4259, loss_bbox: 1.4514, loss_obj: 0.5177, loss: 2.3950 2023-02-24 05:32:23,865 - mmdet - INFO - Epoch [15][700/1111] lr: 9.972e-03, eta: 2 days, 6:38:57, time: 0.585, data_time: 0.032, memory: 27317, loss_cls: 0.4339, loss_bbox: 1.4997, loss_obj: 0.5087, loss: 2.4423 2023-02-24 05:32:51,600 - mmdet - INFO - Epoch [15][750/1111] lr: 9.972e-03, eta: 2 days, 6:37:21, time: 0.554, data_time: 0.030, memory: 27317, loss_cls: 0.4279, loss_bbox: 1.4739, loss_obj: 0.4959, loss: 2.3977 2023-02-24 05:33:21,173 - mmdet - INFO - Epoch [15][800/1111] lr: 9.972e-03, eta: 2 days, 6:36:23, time: 0.592, data_time: 0.035, memory: 27317, loss_cls: 0.4279, loss_bbox: 1.4713, loss_obj: 0.4979, loss: 2.3971 2023-02-24 05:33:53,071 - mmdet - INFO - Epoch [15][850/1111] lr: 9.972e-03, eta: 2 days, 6:36:09, time: 0.638, data_time: 0.028, memory: 27317, loss_cls: 0.4179, loss_bbox: 1.4246, loss_obj: 0.4886, loss: 2.3311 2023-02-24 05:34:23,957 - mmdet - INFO - Epoch [15][900/1111] lr: 9.971e-03, eta: 2 days, 6:35:35, time: 0.618, data_time: 0.028, memory: 27317, loss_cls: 0.4273, loss_bbox: 1.4635, loss_obj: 0.4973, loss: 2.3881 2023-02-24 05:34:55,310 - mmdet - INFO - Epoch [15][950/1111] lr: 9.971e-03, eta: 2 days, 6:35:11, time: 0.627, data_time: 0.027, memory: 27317, loss_cls: 0.4263, loss_bbox: 1.4581, loss_obj: 0.4838, loss: 2.3683 2023-02-24 05:35:21,971 - mmdet - INFO - Epoch [15][1000/1111] lr: 9.971e-03, eta: 2 days, 6:33:16, time: 0.533, data_time: 0.033, memory: 27317, loss_cls: 0.4281, loss_bbox: 1.4782, loss_obj: 0.5064, loss: 2.4127 2023-02-24 05:35:53,297 - mmdet - INFO - Epoch [15][1050/1111] lr: 9.970e-03, eta: 2 days, 6:32:52, time: 0.627, data_time: 0.031, memory: 27317, loss_cls: 0.4216, loss_bbox: 1.4331, loss_obj: 0.4907, loss: 2.3453 2023-02-24 05:36:29,536 - mmdet - INFO - Epoch [15][1100/1111] lr: 9.970e-03, eta: 2 days, 6:34:00, time: 0.725, data_time: 0.022, memory: 27317, loss_cls: 0.4260, loss_bbox: 1.4421, loss_obj: 0.4962, loss: 2.3643 2023-02-24 05:37:20,320 - mmdet - INFO - Epoch [16][50/1111] lr: 9.970e-03, eta: 2 days, 6:35:33, time: 0.895, data_time: 0.274, memory: 27317, loss_cls: 0.4302, loss_bbox: 1.4809, loss_obj: 0.4922, loss: 2.4032 2023-02-24 05:37:48,961 - mmdet - INFO - Epoch [16][100/1111] lr: 9.970e-03, eta: 2 days, 6:34:17, time: 0.573, data_time: 0.033, memory: 27317, loss_cls: 0.4222, loss_bbox: 1.4451, loss_obj: 0.4942, loss: 2.3615 2023-02-24 05:38:18,749 - mmdet - INFO - Epoch [16][150/1111] lr: 9.969e-03, eta: 2 days, 6:33:23, time: 0.596, data_time: 0.030, memory: 27317, loss_cls: 0.4271, loss_bbox: 1.4673, loss_obj: 0.4945, loss: 2.3889 2023-02-24 05:38:48,309 - mmdet - INFO - Epoch [16][200/1111] lr: 9.969e-03, eta: 2 days, 6:32:24, time: 0.591, data_time: 0.030, memory: 27317, loss_cls: 0.4253, loss_bbox: 1.4541, loss_obj: 0.4807, loss: 2.3601 2023-02-24 05:39:18,628 - mmdet - INFO - Epoch [16][250/1111] lr: 9.969e-03, eta: 2 days, 6:31:40, time: 0.606, data_time: 0.027, memory: 27317, loss_cls: 0.4242, loss_bbox: 1.4536, loss_obj: 0.5033, loss: 2.3811 2023-02-24 05:39:48,767 - mmdet - INFO - Epoch [16][300/1111] lr: 9.969e-03, eta: 2 days, 6:30:52, time: 0.603, data_time: 0.032, memory: 27317, loss_cls: 0.4258, loss_bbox: 1.4645, loss_obj: 0.4987, loss: 2.3890 2023-02-24 05:40:19,783 - mmdet - INFO - Epoch [16][350/1111] lr: 9.968e-03, eta: 2 days, 6:30:21, time: 0.620, data_time: 0.031, memory: 27317, loss_cls: 0.4275, loss_bbox: 1.4671, loss_obj: 0.4936, loss: 2.3882 2023-02-24 05:40:51,973 - mmdet - INFO - Epoch [16][400/1111] lr: 9.968e-03, eta: 2 days, 6:30:12, time: 0.644, data_time: 0.026, memory: 27317, loss_cls: 0.4246, loss_bbox: 1.4498, loss_obj: 0.4980, loss: 2.3724 2023-02-24 05:41:23,636 - mmdet - INFO - Epoch [16][450/1111] lr: 9.968e-03, eta: 2 days, 6:29:52, time: 0.633, data_time: 0.029, memory: 27317, loss_cls: 0.4249, loss_bbox: 1.4544, loss_obj: 0.4972, loss: 2.3764 2023-02-24 05:41:55,283 - mmdet - INFO - Epoch [16][500/1111] lr: 9.967e-03, eta: 2 days, 6:29:33, time: 0.633, data_time: 0.030, memory: 27317, loss_cls: 0.4212, loss_bbox: 1.4373, loss_obj: 0.4954, loss: 2.3539 2023-02-24 05:42:21,598 - mmdet - INFO - Epoch [16][550/1111] lr: 9.967e-03, eta: 2 days, 6:27:35, time: 0.526, data_time: 0.041, memory: 27317, loss_cls: 0.4268, loss_bbox: 1.4715, loss_obj: 0.4759, loss: 2.3742 2023-02-24 05:42:51,531 - mmdet - INFO - Epoch [16][600/1111] lr: 9.967e-03, eta: 2 days, 6:26:44, time: 0.599, data_time: 0.033, memory: 27317, loss_cls: 0.4162, loss_bbox: 1.4113, loss_obj: 0.4625, loss: 2.2901 2023-02-24 05:43:20,602 - mmdet - INFO - Epoch [16][650/1111] lr: 9.967e-03, eta: 2 days, 6:25:38, time: 0.581, data_time: 0.032, memory: 27317, loss_cls: 0.4201, loss_bbox: 1.4261, loss_obj: 0.4817, loss: 2.3279 2023-02-24 05:43:51,731 - mmdet - INFO - Epoch [16][700/1111] lr: 9.966e-03, eta: 2 days, 6:25:09, time: 0.623, data_time: 0.026, memory: 27317, loss_cls: 0.4187, loss_bbox: 1.4181, loss_obj: 0.4845, loss: 2.3213 2023-02-24 05:44:22,580 - mmdet - INFO - Epoch [16][750/1111] lr: 9.966e-03, eta: 2 days, 6:24:35, time: 0.617, data_time: 0.028, memory: 27317, loss_cls: 0.4221, loss_bbox: 1.4359, loss_obj: 0.4877, loss: 2.3457 2023-02-24 05:44:55,963 - mmdet - INFO - Epoch [16][800/1111] lr: 9.966e-03, eta: 2 days, 6:24:47, time: 0.667, data_time: 0.028, memory: 27317, loss_cls: 0.4197, loss_bbox: 1.4229, loss_obj: 0.4809, loss: 2.3235 2023-02-24 05:45:27,089 - mmdet - INFO - Epoch [16][850/1111] lr: 9.965e-03, eta: 2 days, 6:24:18, time: 0.623, data_time: 0.028, memory: 27317, loss_cls: 0.4262, loss_bbox: 1.4666, loss_obj: 0.5120, loss: 2.4048 2023-02-24 05:45:56,305 - mmdet - INFO - Epoch [16][900/1111] lr: 9.965e-03, eta: 2 days, 6:23:15, time: 0.584, data_time: 0.029, memory: 27317, loss_cls: 0.4260, loss_bbox: 1.4545, loss_obj: 0.4924, loss: 2.3728 2023-02-24 05:46:26,221 - mmdet - INFO - Epoch [16][950/1111] lr: 9.965e-03, eta: 2 days, 6:22:24, time: 0.598, data_time: 0.030, memory: 27317, loss_cls: 0.4189, loss_bbox: 1.4241, loss_obj: 0.4837, loss: 2.3266 2023-02-24 05:46:53,840 - mmdet - INFO - Epoch [16][1000/1111] lr: 9.965e-03, eta: 2 days, 6:20:53, time: 0.552, data_time: 0.033, memory: 27317, loss_cls: 0.4259, loss_bbox: 1.4641, loss_obj: 0.4963, loss: 2.3863 2023-02-24 05:47:26,939 - mmdet - INFO - Epoch [16][1050/1111] lr: 9.964e-03, eta: 2 days, 6:20:59, time: 0.662, data_time: 0.033, memory: 27317, loss_cls: 0.4196, loss_bbox: 1.4212, loss_obj: 0.4801, loss: 2.3209 2023-02-24 05:47:54,977 - mmdet - INFO - Epoch [16][1100/1111] lr: 9.964e-03, eta: 2 days, 6:19:36, time: 0.561, data_time: 0.021, memory: 27317, loss_cls: 0.4306, loss_bbox: 1.4880, loss_obj: 0.5111, loss: 2.4297 2023-02-24 05:48:45,976 - mmdet - INFO - Epoch [17][50/1111] lr: 9.964e-03, eta: 2 days, 6:21:28, time: 0.926, data_time: 0.283, memory: 27317, loss_cls: 0.4216, loss_bbox: 1.4408, loss_obj: 0.4967, loss: 2.3591 2023-02-24 05:49:14,976 - mmdet - INFO - Epoch [17][100/1111] lr: 9.963e-03, eta: 2 days, 6:20:22, time: 0.580, data_time: 0.032, memory: 27317, loss_cls: 0.4233, loss_bbox: 1.4445, loss_obj: 0.4902, loss: 2.3580 2023-02-24 05:49:49,177 - mmdet - INFO - Epoch [17][150/1111] lr: 9.963e-03, eta: 2 days, 6:20:47, time: 0.684, data_time: 0.028, memory: 27317, loss_cls: 0.4158, loss_bbox: 1.4073, loss_obj: 0.4925, loss: 2.3156 2023-02-24 05:50:22,828 - mmdet - INFO - Epoch [17][200/1111] lr: 9.963e-03, eta: 2 days, 6:21:02, time: 0.673, data_time: 0.027, memory: 27317, loss_cls: 0.4188, loss_bbox: 1.4167, loss_obj: 0.4976, loss: 2.3331 2023-02-24 05:50:52,558 - mmdet - INFO - Epoch [17][250/1111] lr: 9.962e-03, eta: 2 days, 6:20:08, time: 0.594, data_time: 0.029, memory: 27317, loss_cls: 0.4271, loss_bbox: 1.4661, loss_obj: 0.5018, loss: 2.3951 2023-02-24 05:51:21,297 - mmdet - INFO - Epoch [17][300/1111] lr: 9.962e-03, eta: 2 days, 6:18:57, time: 0.575, data_time: 0.036, memory: 27317, loss_cls: 0.4238, loss_bbox: 1.4481, loss_obj: 0.4798, loss: 2.3517 2023-02-24 05:51:54,360 - mmdet - INFO - Epoch [17][350/1111] lr: 9.962e-03, eta: 2 days, 6:19:02, time: 0.661, data_time: 0.029, memory: 27317, loss_cls: 0.4220, loss_bbox: 1.4432, loss_obj: 0.4836, loss: 2.3488 2023-02-24 05:52:20,477 - mmdet - INFO - Epoch [17][400/1111] lr: 9.961e-03, eta: 2 days, 6:17:06, time: 0.522, data_time: 0.038, memory: 27317, loss_cls: 0.4286, loss_bbox: 1.4784, loss_obj: 0.4779, loss: 2.3849 2023-02-24 05:52:48,821 - mmdet - INFO - Epoch [17][450/1111] lr: 9.961e-03, eta: 2 days, 6:15:49, time: 0.567, data_time: 0.030, memory: 27317, loss_cls: 0.4261, loss_bbox: 1.4595, loss_obj: 0.5008, loss: 2.3863 2023-02-24 05:53:18,138 - mmdet - INFO - Epoch [17][500/1111] lr: 9.961e-03, eta: 2 days, 6:14:49, time: 0.586, data_time: 0.030, memory: 27317, loss_cls: 0.4180, loss_bbox: 1.4217, loss_obj: 0.4808, loss: 2.3205 2023-02-24 05:53:45,913 - mmdet - INFO - Epoch [17][550/1111] lr: 9.961e-03, eta: 2 days, 6:13:22, time: 0.555, data_time: 0.034, memory: 27317, loss_cls: 0.4222, loss_bbox: 1.4480, loss_obj: 0.4883, loss: 2.3585 2023-02-24 05:54:15,912 - mmdet - INFO - Epoch [17][600/1111] lr: 9.960e-03, eta: 2 days, 6:12:34, time: 0.600, data_time: 0.030, memory: 27317, loss_cls: 0.4203, loss_bbox: 1.4324, loss_obj: 0.4777, loss: 2.3303 2023-02-24 05:54:45,665 - mmdet - INFO - Epoch [17][650/1111] lr: 9.960e-03, eta: 2 days, 6:11:42, time: 0.595, data_time: 0.034, memory: 27317, loss_cls: 0.4182, loss_bbox: 1.4139, loss_obj: 0.4773, loss: 2.3094 2023-02-24 05:55:16,120 - mmdet - INFO - Epoch [17][700/1111] lr: 9.960e-03, eta: 2 days, 6:11:02, time: 0.609, data_time: 0.028, memory: 27317, loss_cls: 0.4180, loss_bbox: 1.4256, loss_obj: 0.4987, loss: 2.3423 2023-02-24 05:55:48,443 - mmdet - INFO - Epoch [17][750/1111] lr: 9.959e-03, eta: 2 days, 6:10:54, time: 0.646, data_time: 0.030, memory: 27317, loss_cls: 0.4155, loss_bbox: 1.4036, loss_obj: 0.4760, loss: 2.2951 2023-02-24 05:56:21,179 - mmdet - INFO - Epoch [17][800/1111] lr: 9.959e-03, eta: 2 days, 6:10:53, time: 0.655, data_time: 0.024, memory: 27317, loss_cls: 0.4209, loss_bbox: 1.4335, loss_obj: 0.4883, loss: 2.3428 2023-02-24 05:56:53,229 - mmdet - INFO - Epoch [17][850/1111] lr: 9.959e-03, eta: 2 days, 6:10:40, time: 0.641, data_time: 0.028, memory: 27317, loss_cls: 0.4200, loss_bbox: 1.4325, loss_obj: 0.4925, loss: 2.3450 2023-02-24 05:57:20,198 - mmdet - INFO - Epoch [17][900/1111] lr: 9.958e-03, eta: 2 days, 6:09:01, time: 0.539, data_time: 0.032, memory: 27317, loss_cls: 0.4262, loss_bbox: 1.4647, loss_obj: 0.4853, loss: 2.3762 2023-02-24 05:57:46,944 - mmdet - INFO - Epoch [17][950/1111] lr: 9.958e-03, eta: 2 days, 6:07:19, time: 0.535, data_time: 0.035, memory: 27317, loss_cls: 0.4247, loss_bbox: 1.4599, loss_obj: 0.4856, loss: 2.3701 2023-02-24 05:58:19,454 - mmdet - INFO - Epoch [17][1000/1111] lr: 9.958e-03, eta: 2 days, 6:07:14, time: 0.650, data_time: 0.034, memory: 27317, loss_cls: 0.4198, loss_bbox: 1.4192, loss_obj: 0.4830, loss: 2.3219 2023-02-24 05:58:53,485 - mmdet - INFO - Epoch [17][1050/1111] lr: 9.957e-03, eta: 2 days, 6:07:34, time: 0.681, data_time: 0.025, memory: 27317, loss_cls: 0.4189, loss_bbox: 1.4202, loss_obj: 0.4946, loss: 2.3337 2023-02-24 05:59:19,087 - mmdet - INFO - Epoch [17][1100/1111] lr: 9.957e-03, eta: 2 days, 6:05:33, time: 0.512, data_time: 0.030, memory: 27317, loss_cls: 0.4268, loss_bbox: 1.4686, loss_obj: 0.4852, loss: 2.3805 2023-02-24 06:00:16,877 - mmdet - INFO - Epoch [18][50/1111] lr: 9.957e-03, eta: 2 days, 6:07:52, time: 0.969, data_time: 0.290, memory: 27317, loss_cls: 0.4222, loss_bbox: 1.4402, loss_obj: 0.4794, loss: 2.3419 2023-02-24 06:00:46,339 - mmdet - INFO - Epoch [18][100/1111] lr: 9.956e-03, eta: 2 days, 6:06:56, time: 0.589, data_time: 0.030, memory: 27317, loss_cls: 0.4158, loss_bbox: 1.4035, loss_obj: 0.4665, loss: 2.2858 2023-02-24 06:01:17,440 - mmdet - INFO - Epoch [18][150/1111] lr: 9.956e-03, eta: 2 days, 6:06:27, time: 0.622, data_time: 0.028, memory: 27317, loss_cls: 0.4204, loss_bbox: 1.4270, loss_obj: 0.4735, loss: 2.3208 2023-02-24 06:01:47,963 - mmdet - INFO - Epoch [18][200/1111] lr: 9.956e-03, eta: 2 days, 6:05:48, time: 0.611, data_time: 0.029, memory: 27317, loss_cls: 0.4231, loss_bbox: 1.4457, loss_obj: 0.4968, loss: 2.3657 2023-02-24 06:02:18,369 - mmdet - INFO - Epoch [18][250/1111] lr: 9.955e-03, eta: 2 days, 6:05:07, time: 0.608, data_time: 0.032, memory: 27317, loss_cls: 0.4278, loss_bbox: 1.4639, loss_obj: 0.4963, loss: 2.3880 2023-02-24 06:02:50,982 - mmdet - INFO - Epoch [18][300/1111] lr: 9.955e-03, eta: 2 days, 6:05:03, time: 0.652, data_time: 0.028, memory: 27317, loss_cls: 0.4228, loss_bbox: 1.4362, loss_obj: 0.4892, loss: 2.3482 2023-02-24 06:03:19,074 - mmdet - INFO - Epoch [18][350/1111] lr: 9.955e-03, eta: 2 days, 6:03:45, time: 0.562, data_time: 0.030, memory: 27317, loss_cls: 0.4231, loss_bbox: 1.4478, loss_obj: 0.4833, loss: 2.3542 2023-02-24 06:03:46,751 - mmdet - INFO - Epoch [18][400/1111] lr: 9.954e-03, eta: 2 days, 6:02:20, time: 0.554, data_time: 0.033, memory: 27317, loss_cls: 0.4197, loss_bbox: 1.4328, loss_obj: 0.4732, loss: 2.3257 2023-02-24 06:04:17,383 - mmdet - INFO - Epoch [18][450/1111] lr: 9.954e-03, eta: 2 days, 6:01:43, time: 0.612, data_time: 0.035, memory: 27317, loss_cls: 0.4223, loss_bbox: 1.4407, loss_obj: 0.4832, loss: 2.3462 2023-02-24 06:04:47,423 - mmdet - INFO - Epoch [18][500/1111] lr: 9.954e-03, eta: 2 days, 6:00:57, time: 0.601, data_time: 0.032, memory: 27317, loss_cls: 0.4175, loss_bbox: 1.4207, loss_obj: 0.4900, loss: 2.3282 2023-02-24 06:05:15,058 - mmdet - INFO - Epoch [18][550/1111] lr: 9.953e-03, eta: 2 days, 5:59:32, time: 0.553, data_time: 0.034, memory: 27317, loss_cls: 0.4252, loss_bbox: 1.4690, loss_obj: 0.5005, loss: 2.3947 2023-02-24 06:05:48,717 - mmdet - INFO - Epoch [18][600/1111] lr: 9.953e-03, eta: 2 days, 5:59:44, time: 0.673, data_time: 0.025, memory: 27317, loss_cls: 0.4193, loss_bbox: 1.4137, loss_obj: 0.4742, loss: 2.3072 2023-02-24 06:06:14,856 - mmdet - INFO - Epoch [18][650/1111] lr: 9.953e-03, eta: 2 days, 5:57:56, time: 0.523, data_time: 0.038, memory: 27317, loss_cls: 0.4258, loss_bbox: 1.4572, loss_obj: 0.4692, loss: 2.3522 2023-02-24 06:06:45,189 - mmdet - INFO - Epoch [18][700/1111] lr: 9.952e-03, eta: 2 days, 5:57:15, time: 0.607, data_time: 0.028, memory: 27317, loss_cls: 0.4229, loss_bbox: 1.4445, loss_obj: 0.4947, loss: 2.3621 2023-02-24 06:07:16,433 - mmdet - INFO - Epoch [18][750/1111] lr: 9.952e-03, eta: 2 days, 5:56:48, time: 0.625, data_time: 0.032, memory: 27317, loss_cls: 0.4212, loss_bbox: 1.4340, loss_obj: 0.4752, loss: 2.3305 2023-02-24 06:07:48,513 - mmdet - INFO - Epoch [18][800/1111] lr: 9.952e-03, eta: 2 days, 5:56:35, time: 0.642, data_time: 0.026, memory: 27317, loss_cls: 0.4193, loss_bbox: 1.4223, loss_obj: 0.4910, loss: 2.3326 2023-02-24 06:08:16,297 - mmdet - INFO - Epoch [18][850/1111] lr: 9.951e-03, eta: 2 days, 5:55:14, time: 0.556, data_time: 0.033, memory: 27317, loss_cls: 0.4175, loss_bbox: 1.4261, loss_obj: 0.4776, loss: 2.3212 2023-02-24 06:08:47,572 - mmdet - INFO - Epoch [18][900/1111] lr: 9.951e-03, eta: 2 days, 5:54:48, time: 0.626, data_time: 0.028, memory: 27317, loss_cls: 0.4179, loss_bbox: 1.4199, loss_obj: 0.4986, loss: 2.3364 2023-02-24 06:09:18,357 - mmdet - INFO - Epoch [18][950/1111] lr: 9.951e-03, eta: 2 days, 5:54:14, time: 0.616, data_time: 0.031, memory: 27317, loss_cls: 0.4229, loss_bbox: 1.4477, loss_obj: 0.5005, loss: 2.3711 2023-02-24 06:09:45,947 - mmdet - INFO - Epoch [18][1000/1111] lr: 9.950e-03, eta: 2 days, 5:52:50, time: 0.552, data_time: 0.034, memory: 27317, loss_cls: 0.4243, loss_bbox: 1.4588, loss_obj: 0.4760, loss: 2.3591 2023-02-24 06:10:15,535 - mmdet - INFO - Epoch [18][1050/1111] lr: 9.950e-03, eta: 2 days, 5:51:58, time: 0.592, data_time: 0.033, memory: 27317, loss_cls: 0.4204, loss_bbox: 1.4331, loss_obj: 0.4962, loss: 2.3497 2023-02-24 06:10:43,411 - mmdet - INFO - Epoch [18][1100/1111] lr: 9.950e-03, eta: 2 days, 5:50:39, time: 0.558, data_time: 0.029, memory: 27317, loss_cls: 0.4191, loss_bbox: 1.4313, loss_obj: 0.4840, loss: 2.3343 2023-02-24 06:11:36,125 - mmdet - INFO - Epoch [19][50/1111] lr: 9.949e-03, eta: 2 days, 5:52:30, time: 0.945, data_time: 0.276, memory: 27317, loss_cls: 0.4220, loss_bbox: 1.4323, loss_obj: 0.4709, loss: 2.3252 2023-02-24 06:12:08,211 - mmdet - INFO - Epoch [19][100/1111] lr: 9.949e-03, eta: 2 days, 5:52:17, time: 0.642, data_time: 0.032, memory: 27317, loss_cls: 0.4221, loss_bbox: 1.4331, loss_obj: 0.4822, loss: 2.3374 2023-02-24 06:12:36,176 - mmdet - INFO - Epoch [19][150/1111] lr: 9.949e-03, eta: 2 days, 5:50:59, time: 0.559, data_time: 0.033, memory: 27317, loss_cls: 0.4245, loss_bbox: 1.4540, loss_obj: 0.4682, loss: 2.3467 2023-02-24 06:13:04,188 - mmdet - INFO - Epoch [19][200/1111] lr: 9.948e-03, eta: 2 days, 5:49:42, time: 0.560, data_time: 0.032, memory: 27317, loss_cls: 0.4166, loss_bbox: 1.4169, loss_obj: 0.4712, loss: 2.3046 2023-02-24 06:13:37,099 - mmdet - INFO - Epoch [19][250/1111] lr: 9.948e-03, eta: 2 days, 5:49:42, time: 0.658, data_time: 0.028, memory: 27317, loss_cls: 0.4177, loss_bbox: 1.4093, loss_obj: 0.4765, loss: 2.3034 2023-02-24 06:14:04,472 - mmdet - INFO - Epoch [19][300/1111] lr: 9.947e-03, eta: 2 days, 5:48:16, time: 0.547, data_time: 0.037, memory: 27317, loss_cls: 0.4286, loss_bbox: 1.4840, loss_obj: 0.4814, loss: 2.3940 2023-02-24 06:14:34,974 - mmdet - INFO - Epoch [19][350/1111] lr: 9.947e-03, eta: 2 days, 5:47:38, time: 0.610, data_time: 0.030, memory: 27317, loss_cls: 0.4144, loss_bbox: 1.3991, loss_obj: 0.4734, loss: 2.2869 2023-02-24 06:15:06,501 - mmdet - INFO - Epoch [19][400/1111] lr: 9.947e-03, eta: 2 days, 5:47:16, time: 0.630, data_time: 0.029, memory: 27317, loss_cls: 0.4214, loss_bbox: 1.4252, loss_obj: 0.4751, loss: 2.3217 2023-02-24 06:15:34,595 - mmdet - INFO - Epoch [19][450/1111] lr: 9.946e-03, eta: 2 days, 5:46:01, time: 0.562, data_time: 0.031, memory: 27317, loss_cls: 0.4229, loss_bbox: 1.4432, loss_obj: 0.4674, loss: 2.3335 2023-02-24 06:16:07,184 - mmdet - INFO - Epoch [19][500/1111] lr: 9.946e-03, eta: 2 days, 5:45:56, time: 0.652, data_time: 0.029, memory: 27317, loss_cls: 0.4145, loss_bbox: 1.3930, loss_obj: 0.4810, loss: 2.2884 2023-02-24 06:16:35,199 - mmdet - INFO - Epoch [19][550/1111] lr: 9.946e-03, eta: 2 days, 5:44:40, time: 0.560, data_time: 0.034, memory: 27317, loss_cls: 0.4173, loss_bbox: 1.4207, loss_obj: 0.4791, loss: 2.3171 2023-02-24 06:17:07,473 - mmdet - INFO - Epoch [19][600/1111] lr: 9.945e-03, eta: 2 days, 5:44:29, time: 0.645, data_time: 0.027, memory: 27317, loss_cls: 0.4139, loss_bbox: 1.4027, loss_obj: 0.4915, loss: 2.3081 2023-02-24 06:17:39,691 - mmdet - INFO - Epoch [19][650/1111] lr: 9.945e-03, eta: 2 days, 5:44:18, time: 0.645, data_time: 0.030, memory: 27317, loss_cls: 0.4143, loss_bbox: 1.3940, loss_obj: 0.4705, loss: 2.2788 2023-02-24 06:18:06,256 - mmdet - INFO - Epoch [19][700/1111] lr: 9.945e-03, eta: 2 days, 5:42:41, time: 0.531, data_time: 0.031, memory: 27317, loss_cls: 0.4266, loss_bbox: 1.4683, loss_obj: 0.4793, loss: 2.3742 2023-02-24 06:18:39,827 - mmdet - INFO - Epoch [19][750/1111] lr: 9.944e-03, eta: 2 days, 5:42:50, time: 0.671, data_time: 0.026, memory: 27317, loss_cls: 0.4156, loss_bbox: 1.3989, loss_obj: 0.4731, loss: 2.2876 2023-02-24 06:19:09,822 - mmdet - INFO - Epoch [19][800/1111] lr: 9.944e-03, eta: 2 days, 5:42:05, time: 0.600, data_time: 0.028, memory: 27317, loss_cls: 0.4180, loss_bbox: 1.4253, loss_obj: 0.4677, loss: 2.3109 2023-02-24 06:19:37,601 - mmdet - INFO - Epoch [19][850/1111] lr: 9.943e-03, eta: 2 days, 5:40:47, time: 0.556, data_time: 0.036, memory: 27317, loss_cls: 0.4247, loss_bbox: 1.4556, loss_obj: 0.4928, loss: 2.3731 2023-02-24 06:20:06,078 - mmdet - INFO - Epoch [19][900/1111] lr: 9.943e-03, eta: 2 days, 5:39:39, time: 0.570, data_time: 0.029, memory: 27317, loss_cls: 0.4171, loss_bbox: 1.4113, loss_obj: 0.4752, loss: 2.3035 2023-02-24 06:20:37,909 - mmdet - INFO - Epoch [19][950/1111] lr: 9.943e-03, eta: 2 days, 5:39:22, time: 0.637, data_time: 0.029, memory: 27317, loss_cls: 0.4165, loss_bbox: 1.4120, loss_obj: 0.4782, loss: 2.3067 2023-02-24 06:21:08,988 - mmdet - INFO - Epoch [19][1000/1111] lr: 9.942e-03, eta: 2 days, 5:38:53, time: 0.622, data_time: 0.030, memory: 27317, loss_cls: 0.4158, loss_bbox: 1.4029, loss_obj: 0.4669, loss: 2.2856 2023-02-24 06:21:35,195 - mmdet - INFO - Epoch [19][1050/1111] lr: 9.942e-03, eta: 2 days, 5:37:12, time: 0.524, data_time: 0.036, memory: 27317, loss_cls: 0.4190, loss_bbox: 1.4385, loss_obj: 0.4837, loss: 2.3412 2023-02-24 06:22:02,093 - mmdet - INFO - Epoch [19][1100/1111] lr: 9.942e-03, eta: 2 days, 5:35:42, time: 0.538, data_time: 0.026, memory: 27317, loss_cls: 0.4235, loss_bbox: 1.4456, loss_obj: 0.4767, loss: 2.3458 2023-02-24 06:22:57,044 - mmdet - INFO - Epoch [20][50/1111] lr: 9.941e-03, eta: 2 days, 5:37:30, time: 0.952, data_time: 0.265, memory: 27317, loss_cls: 0.4145, loss_bbox: 1.4044, loss_obj: 0.4723, loss: 2.2912 2023-02-24 06:23:30,531 - mmdet - INFO - Epoch [20][100/1111] lr: 9.941e-03, eta: 2 days, 5:37:37, time: 0.670, data_time: 0.029, memory: 27317, loss_cls: 0.4179, loss_bbox: 1.4112, loss_obj: 0.4864, loss: 2.3155 2023-02-24 06:24:01,599 - mmdet - INFO - Epoch [20][150/1111] lr: 9.940e-03, eta: 2 days, 5:37:08, time: 0.621, data_time: 0.029, memory: 27317, loss_cls: 0.4171, loss_bbox: 1.4088, loss_obj: 0.4616, loss: 2.2874 2023-02-24 06:24:35,767 - mmdet - INFO - Epoch [20][200/1111] lr: 9.940e-03, eta: 2 days, 5:37:25, time: 0.683, data_time: 0.026, memory: 27317, loss_cls: 0.4126, loss_bbox: 1.3889, loss_obj: 0.4617, loss: 2.2631 2023-02-24 06:25:02,637 - mmdet - INFO - Epoch [20][250/1111] lr: 9.940e-03, eta: 2 days, 5:35:54, time: 0.537, data_time: 0.035, memory: 27317, loss_cls: 0.4307, loss_bbox: 1.4897, loss_obj: 0.4975, loss: 2.4179 2023-02-24 06:25:33,506 - mmdet - INFO - Epoch [20][300/1111] lr: 9.939e-03, eta: 2 days, 5:35:22, time: 0.617, data_time: 0.029, memory: 27317, loss_cls: 0.4113, loss_bbox: 1.3852, loss_obj: 0.4702, loss: 2.2667 2023-02-24 06:26:04,497 - mmdet - INFO - Epoch [20][350/1111] lr: 9.939e-03, eta: 2 days, 5:34:52, time: 0.620, data_time: 0.026, memory: 27317, loss_cls: 0.4093, loss_bbox: 1.3770, loss_obj: 0.4741, loss: 2.2604 2023-02-24 06:26:32,313 - mmdet - INFO - Epoch [20][400/1111] lr: 9.938e-03, eta: 2 days, 5:33:36, time: 0.556, data_time: 0.033, memory: 27317, loss_cls: 0.4132, loss_bbox: 1.3938, loss_obj: 0.4664, loss: 2.2734 2023-02-24 06:27:05,073 - mmdet - INFO - Epoch [20][450/1111] lr: 9.938e-03, eta: 2 days, 5:33:32, time: 0.655, data_time: 0.031, memory: 27317, loss_cls: 0.4174, loss_bbox: 1.4125, loss_obj: 0.4725, loss: 2.3023 2023-02-24 06:27:36,102 - mmdet - INFO - Epoch [20][500/1111] lr: 9.938e-03, eta: 2 days, 5:33:03, time: 0.621, data_time: 0.028, memory: 27317, loss_cls: 0.4137, loss_bbox: 1.3962, loss_obj: 0.4692, loss: 2.2791 2023-02-24 06:28:07,162 - mmdet - INFO - Epoch [20][550/1111] lr: 9.937e-03, eta: 2 days, 5:32:34, time: 0.621, data_time: 0.030, memory: 27317, loss_cls: 0.4162, loss_bbox: 1.4132, loss_obj: 0.4814, loss: 2.3108 2023-02-24 06:28:36,520 - mmdet - INFO - Epoch [20][600/1111] lr: 9.937e-03, eta: 2 days, 5:31:40, time: 0.587, data_time: 0.031, memory: 27317, loss_cls: 0.4131, loss_bbox: 1.3972, loss_obj: 0.4695, loss: 2.2798 2023-02-24 06:29:03,562 - mmdet - INFO - Epoch [20][650/1111] lr: 9.937e-03, eta: 2 days, 5:30:13, time: 0.541, data_time: 0.039, memory: 27317, loss_cls: 0.4263, loss_bbox: 1.4720, loss_obj: 0.4972, loss: 2.3955 2023-02-24 06:29:32,147 - mmdet - INFO - Epoch [20][700/1111] lr: 9.936e-03, eta: 2 days, 5:29:09, time: 0.572, data_time: 0.034, memory: 27317, loss_cls: 0.4164, loss_bbox: 1.4133, loss_obj: 0.4600, loss: 2.2897 2023-02-24 06:30:08,905 - mmdet - INFO - Epoch [20][750/1111] lr: 9.936e-03, eta: 2 days, 5:30:02, time: 0.735, data_time: 0.023, memory: 27317, loss_cls: 0.4102, loss_bbox: 1.3747, loss_obj: 0.4832, loss: 2.2681 2023-02-24 06:30:40,241 - mmdet - INFO - Epoch [20][800/1111] lr: 9.935e-03, eta: 2 days, 5:29:37, time: 0.627, data_time: 0.032, memory: 27317, loss_cls: 0.4112, loss_bbox: 1.3812, loss_obj: 0.4673, loss: 2.2596 2023-02-24 06:31:14,180 - mmdet - INFO - Epoch [20][850/1111] lr: 9.935e-03, eta: 2 days, 5:29:48, time: 0.678, data_time: 0.025, memory: 27317, loss_cls: 0.4143, loss_bbox: 1.3918, loss_obj: 0.4718, loss: 2.2778 2023-02-24 06:31:47,912 - mmdet - INFO - Epoch [20][900/1111] lr: 9.935e-03, eta: 2 days, 5:29:57, time: 0.675, data_time: 0.029, memory: 27317, loss_cls: 0.4141, loss_bbox: 1.3894, loss_obj: 0.4644, loss: 2.2679 2023-02-24 06:32:17,358 - mmdet - INFO - Epoch [20][950/1111] lr: 9.934e-03, eta: 2 days, 5:29:05, time: 0.589, data_time: 0.031, memory: 27317, loss_cls: 0.4207, loss_bbox: 1.4291, loss_obj: 0.4779, loss: 2.3277 2023-02-24 06:32:45,312 - mmdet - INFO - Epoch [20][1000/1111] lr: 9.934e-03, eta: 2 days, 5:27:52, time: 0.559, data_time: 0.033, memory: 27317, loss_cls: 0.4128, loss_bbox: 1.3943, loss_obj: 0.4633, loss: 2.2704 2023-02-24 06:33:16,918 - mmdet - INFO - Epoch [20][1050/1111] lr: 9.933e-03, eta: 2 days, 5:27:31, time: 0.632, data_time: 0.034, memory: 27317, loss_cls: 0.4235, loss_bbox: 1.4401, loss_obj: 0.4776, loss: 2.3412 2023-02-24 06:33:49,852 - mmdet - INFO - Epoch [20][1100/1111] lr: 9.933e-03, eta: 2 days, 5:27:28, time: 0.659, data_time: 0.024, memory: 27317, loss_cls: 0.4155, loss_bbox: 1.4003, loss_obj: 0.4751, loss: 2.2910 2023-02-24 06:33:56,862 - mmdet - INFO - Saving checkpoint at 20 epochs 2023-02-24 06:36:47,033 - mmdet - INFO - Evaluating bbox... 2023-02-24 06:37:07,806 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.827 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.953 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.908 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.052 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.715 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.885 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.859 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.859 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.859 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.138 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.773 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.909 2023-02-24 06:37:08,098 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_10.pth was removed 2023-02-24 06:37:10,670 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_20.pth. 2023-02-24 06:37:10,671 - mmdet - INFO - Best bbox_mAP is 0.8268 at 20 epoch. 2023-02-24 06:37:10,671 - mmdet - INFO - Exp name: yolox_x.py 2023-02-24 06:37:10,671 - mmdet - INFO - Epoch(val) [20][4200] bbox_mAP: 0.8268, bbox_mAP_50: 0.9532, bbox_mAP_75: 0.9076, bbox_mAP_s: 0.0515, bbox_mAP_m: 0.7152, bbox_mAP_l: 0.8847, bbox_mAP_copypaste: 0.8268 0.9532 0.9076 0.0515 0.7152 0.8847 2023-02-24 06:37:46,257 - mmdet - INFO - Epoch [21][50/1111] lr: 9.932e-03, eta: 2 days, 5:26:20, time: 0.711, data_time: 0.168, memory: 27317, loss_cls: 0.4249, loss_bbox: 1.4590, loss_obj: 0.4815, loss: 2.3655 2023-02-24 06:38:15,280 - mmdet - INFO - Epoch [21][100/1111] lr: 9.932e-03, eta: 2 days, 5:25:23, time: 0.580, data_time: 0.034, memory: 27317, loss_cls: 0.4186, loss_bbox: 1.4354, loss_obj: 0.4876, loss: 2.3416 2023-02-24 06:38:43,711 - mmdet - INFO - Epoch [21][150/1111] lr: 9.932e-03, eta: 2 days, 5:24:17, time: 0.568, data_time: 0.035, memory: 27317, loss_cls: 0.4130, loss_bbox: 1.4005, loss_obj: 0.4689, loss: 2.2824 2023-02-24 06:39:16,725 - mmdet - INFO - Epoch [21][200/1111] lr: 9.931e-03, eta: 2 days, 5:24:15, time: 0.660, data_time: 0.028, memory: 27317, loss_cls: 0.4139, loss_bbox: 1.3961, loss_obj: 0.4647, loss: 2.2747 2023-02-24 06:39:45,588 - mmdet - INFO - Epoch [21][250/1111] lr: 9.931e-03, eta: 2 days, 5:23:16, time: 0.577, data_time: 0.029, memory: 27317, loss_cls: 0.4221, loss_bbox: 1.4500, loss_obj: 0.5070, loss: 2.3791 2023-02-24 06:40:17,928 - mmdet - INFO - Epoch [21][300/1111] lr: 9.930e-03, eta: 2 days, 5:23:04, time: 0.647, data_time: 0.030, memory: 27318, loss_cls: 0.4152, loss_bbox: 1.4015, loss_obj: 0.4687, loss: 2.2853 2023-02-24 06:40:52,724 - mmdet - INFO - Epoch [21][350/1111] lr: 9.930e-03, eta: 2 days, 5:23:27, time: 0.696, data_time: 0.026, memory: 27318, loss_cls: 0.4172, loss_bbox: 1.4116, loss_obj: 0.4992, loss: 2.3280 2023-02-24 06:41:30,561 - mmdet - INFO - Epoch [21][400/1111] lr: 9.930e-03, eta: 2 days, 5:24:31, time: 0.757, data_time: 0.023, memory: 27318, loss_cls: 0.4141, loss_bbox: 1.3870, loss_obj: 0.4609, loss: 2.2621 2023-02-24 06:42:03,889 - mmdet - INFO - Epoch [21][450/1111] lr: 9.929e-03, eta: 2 days, 5:24:32, time: 0.667, data_time: 0.027, memory: 27318, loss_cls: 0.4048, loss_bbox: 1.3521, loss_obj: 0.4493, loss: 2.2063 2023-02-24 06:42:32,604 - mmdet - INFO - Epoch [21][500/1111] lr: 9.929e-03, eta: 2 days, 5:23:31, time: 0.574, data_time: 0.034, memory: 27318, loss_cls: 0.4169, loss_bbox: 1.4206, loss_obj: 0.4630, loss: 2.3005 2023-02-24 06:43:04,433 - mmdet - INFO - Epoch [21][550/1111] lr: 9.928e-03, eta: 2 days, 5:23:12, time: 0.636, data_time: 0.030, memory: 27318, loss_cls: 0.4196, loss_bbox: 1.4156, loss_obj: 0.4671, loss: 2.3023 2023-02-24 06:43:34,542 - mmdet - INFO - Epoch [21][600/1111] lr: 9.928e-03, eta: 2 days, 5:22:30, time: 0.602, data_time: 0.032, memory: 27318, loss_cls: 0.4180, loss_bbox: 1.4239, loss_obj: 0.4795, loss: 2.3214 2023-02-24 06:44:01,107 - mmdet - INFO - Epoch [21][650/1111] lr: 9.928e-03, eta: 2 days, 5:20:59, time: 0.531, data_time: 0.031, memory: 27318, loss_cls: 0.4158, loss_bbox: 1.4191, loss_obj: 0.4702, loss: 2.3051 2023-02-24 06:44:27,069 - mmdet - INFO - Epoch [21][700/1111] lr: 9.927e-03, eta: 2 days, 5:19:21, time: 0.519, data_time: 0.037, memory: 27318, loss_cls: 0.4159, loss_bbox: 1.4187, loss_obj: 0.4623, loss: 2.2969 2023-02-24 06:44:58,004 - mmdet - INFO - Epoch [21][750/1111] lr: 9.927e-03, eta: 2 days, 5:18:50, time: 0.619, data_time: 0.028, memory: 27318, loss_cls: 0.4052, loss_bbox: 1.3563, loss_obj: 0.4684, loss: 2.2298 2023-02-24 06:45:26,024 - mmdet - INFO - Epoch [21][800/1111] lr: 9.926e-03, eta: 2 days, 5:17:40, time: 0.560, data_time: 0.032, memory: 27318, loss_cls: 0.4243, loss_bbox: 1.4514, loss_obj: 0.4766, loss: 2.3524 2023-02-24 06:45:57,424 - mmdet - INFO - Epoch [21][850/1111] lr: 9.926e-03, eta: 2 days, 5:17:15, time: 0.628, data_time: 0.029, memory: 27318, loss_cls: 0.4147, loss_bbox: 1.4065, loss_obj: 0.4621, loss: 2.2833 2023-02-24 06:46:24,040 - mmdet - INFO - Epoch [21][900/1111] lr: 9.925e-03, eta: 2 days, 5:15:47, time: 0.532, data_time: 0.037, memory: 27318, loss_cls: 0.4201, loss_bbox: 1.4438, loss_obj: 0.4722, loss: 2.3361 2023-02-24 06:46:55,112 - mmdet - INFO - Epoch [21][950/1111] lr: 9.925e-03, eta: 2 days, 5:15:18, time: 0.621, data_time: 0.030, memory: 27318, loss_cls: 0.4146, loss_bbox: 1.4004, loss_obj: 0.4745, loss: 2.2894 2023-02-24 06:47:29,521 - mmdet - INFO - Epoch [21][1000/1111] lr: 9.925e-03, eta: 2 days, 5:15:34, time: 0.688, data_time: 0.028, memory: 27318, loss_cls: 0.4177, loss_bbox: 1.4125, loss_obj: 0.4866, loss: 2.3168 2023-02-24 06:47:58,163 - mmdet - INFO - Epoch [21][1050/1111] lr: 9.924e-03, eta: 2 days, 5:14:33, time: 0.573, data_time: 0.036, memory: 27318, loss_cls: 0.4176, loss_bbox: 1.4121, loss_obj: 0.4724, loss: 2.3022 2023-02-24 06:48:28,710 - mmdet - INFO - Epoch [21][1100/1111] lr: 9.924e-03, eta: 2 days, 5:13:57, time: 0.611, data_time: 0.024, memory: 27318, loss_cls: 0.4112, loss_bbox: 1.3828, loss_obj: 0.4656, loss: 2.2596 2023-02-24 06:49:22,915 - mmdet - INFO - Epoch [22][50/1111] lr: 9.923e-03, eta: 2 days, 5:15:35, time: 0.959, data_time: 0.272, memory: 27318, loss_cls: 0.4129, loss_bbox: 1.3912, loss_obj: 0.4740, loss: 2.2781 2023-02-24 06:49:53,776 - mmdet - INFO - Epoch [22][100/1111] lr: 9.923e-03, eta: 2 days, 5:15:03, time: 0.617, data_time: 0.032, memory: 27318, loss_cls: 0.4147, loss_bbox: 1.4068, loss_obj: 0.4834, loss: 2.3048 2023-02-24 06:50:22,711 - mmdet - INFO - Epoch [22][150/1111] lr: 9.922e-03, eta: 2 days, 5:14:06, time: 0.579, data_time: 0.027, memory: 27318, loss_cls: 0.4135, loss_bbox: 1.3982, loss_obj: 0.4548, loss: 2.2665 2023-02-24 06:50:57,807 - mmdet - INFO - Epoch [22][200/1111] lr: 9.922e-03, eta: 2 days, 5:14:30, time: 0.702, data_time: 0.028, memory: 27318, loss_cls: 0.4110, loss_bbox: 1.3738, loss_obj: 0.4690, loss: 2.2538 2023-02-24 06:51:26,257 - mmdet - INFO - Epoch [22][250/1111] lr: 9.922e-03, eta: 2 days, 5:13:26, time: 0.569, data_time: 0.030, memory: 27318, loss_cls: 0.4161, loss_bbox: 1.4134, loss_obj: 0.4722, loss: 2.3018 2023-02-24 06:51:57,484 - mmdet - INFO - Epoch [22][300/1111] lr: 9.921e-03, eta: 2 days, 5:12:59, time: 0.624, data_time: 0.031, memory: 27318, loss_cls: 0.4103, loss_bbox: 1.3770, loss_obj: 0.4468, loss: 2.2342 2023-02-24 06:52:29,404 - mmdet - INFO - Epoch [22][350/1111] lr: 9.921e-03, eta: 2 days, 5:12:41, time: 0.638, data_time: 0.027, memory: 27318, loss_cls: 0.4085, loss_bbox: 1.3715, loss_obj: 0.4801, loss: 2.2601 2023-02-24 06:52:56,598 - mmdet - INFO - Epoch [22][400/1111] lr: 9.920e-03, eta: 2 days, 5:11:21, time: 0.544, data_time: 0.036, memory: 27318, loss_cls: 0.4191, loss_bbox: 1.4327, loss_obj: 0.4770, loss: 2.3288 2023-02-24 06:53:25,287 - mmdet - INFO - Epoch [22][450/1111] lr: 9.920e-03, eta: 2 days, 5:10:21, time: 0.574, data_time: 0.031, memory: 27318, loss_cls: 0.4096, loss_bbox: 1.3830, loss_obj: 0.4516, loss: 2.2442 2023-02-24 06:53:54,799 - mmdet - INFO - Epoch [22][500/1111] lr: 9.919e-03, eta: 2 days, 5:09:32, time: 0.590, data_time: 0.034, memory: 27318, loss_cls: 0.4150, loss_bbox: 1.4013, loss_obj: 0.4580, loss: 2.2744 2023-02-24 06:54:27,202 - mmdet - INFO - Epoch [22][550/1111] lr: 9.919e-03, eta: 2 days, 5:09:20, time: 0.648, data_time: 0.028, memory: 27318, loss_cls: 0.4101, loss_bbox: 1.3778, loss_obj: 0.4505, loss: 2.2385 2023-02-24 06:54:59,510 - mmdet - INFO - Epoch [22][600/1111] lr: 9.918e-03, eta: 2 days, 5:09:07, time: 0.646, data_time: 0.028, memory: 27318, loss_cls: 0.4121, loss_bbox: 1.3862, loss_obj: 0.4853, loss: 2.2836 2023-02-24 06:55:25,881 - mmdet - INFO - Epoch [22][650/1111] lr: 9.918e-03, eta: 2 days, 5:07:38, time: 0.527, data_time: 0.036, memory: 27318, loss_cls: 0.4153, loss_bbox: 1.4161, loss_obj: 0.4572, loss: 2.2887 2023-02-24 06:55:58,037 - mmdet - INFO - Epoch [22][700/1111] lr: 9.918e-03, eta: 2 days, 5:07:23, time: 0.643, data_time: 0.033, memory: 27318, loss_cls: 0.4142, loss_bbox: 1.4062, loss_obj: 0.4762, loss: 2.2966 2023-02-24 06:56:27,527 - mmdet - INFO - Epoch [22][750/1111] lr: 9.917e-03, eta: 2 days, 5:06:33, time: 0.590, data_time: 0.030, memory: 27318, loss_cls: 0.4149, loss_bbox: 1.3983, loss_obj: 0.4623, loss: 2.2755 2023-02-24 06:56:56,952 - mmdet - INFO - Epoch [22][800/1111] lr: 9.917e-03, eta: 2 days, 5:05:43, time: 0.588, data_time: 0.027, memory: 27318, loss_cls: 0.4077, loss_bbox: 1.3644, loss_obj: 0.4529, loss: 2.2250 2023-02-24 06:57:28,293 - mmdet - INFO - Epoch [22][850/1111] lr: 9.916e-03, eta: 2 days, 5:05:18, time: 0.627, data_time: 0.031, memory: 27318, loss_cls: 0.4137, loss_bbox: 1.3990, loss_obj: 0.4775, loss: 2.2901 2023-02-24 06:57:57,634 - mmdet - INFO - Epoch [22][900/1111] lr: 9.916e-03, eta: 2 days, 5:04:27, time: 0.587, data_time: 0.033, memory: 27318, loss_cls: 0.4183, loss_bbox: 1.4265, loss_obj: 0.4888, loss: 2.3335 2023-02-24 06:58:28,526 - mmdet - INFO - Epoch [22][950/1111] lr: 9.915e-03, eta: 2 days, 5:03:56, time: 0.618, data_time: 0.031, memory: 27318, loss_cls: 0.4083, loss_bbox: 1.3701, loss_obj: 0.4490, loss: 2.2274 2023-02-24 06:58:56,777 - mmdet - INFO - Epoch [22][1000/1111] lr: 9.915e-03, eta: 2 days, 5:02:51, time: 0.565, data_time: 0.039, memory: 27318, loss_cls: 0.4130, loss_bbox: 1.3986, loss_obj: 0.4523, loss: 2.2640 2023-02-24 06:59:28,244 - mmdet - INFO - Epoch [22][1050/1111] lr: 9.914e-03, eta: 2 days, 5:02:27, time: 0.629, data_time: 0.026, memory: 27318, loss_cls: 0.4120, loss_bbox: 1.3869, loss_obj: 0.4698, loss: 2.2686 2023-02-24 06:59:53,737 - mmdet - INFO - Epoch [22][1100/1111] lr: 9.914e-03, eta: 2 days, 5:00:48, time: 0.510, data_time: 0.029, memory: 27318, loss_cls: 0.4149, loss_bbox: 1.4077, loss_obj: 0.4513, loss: 2.2740 2023-02-24 07:00:46,973 - mmdet - INFO - Epoch [23][50/1111] lr: 9.913e-03, eta: 2 days, 5:02:17, time: 0.955, data_time: 0.266, memory: 27318, loss_cls: 0.4200, loss_bbox: 1.4339, loss_obj: 0.4889, loss: 2.3428 2023-02-24 07:01:21,478 - mmdet - INFO - Epoch [23][100/1111] lr: 9.913e-03, eta: 2 days, 5:02:31, time: 0.690, data_time: 0.028, memory: 27318, loss_cls: 0.4112, loss_bbox: 1.3792, loss_obj: 0.4656, loss: 2.2560 2023-02-24 07:01:52,798 - mmdet - INFO - Epoch [23][150/1111] lr: 9.912e-03, eta: 2 days, 5:02:05, time: 0.626, data_time: 0.028, memory: 27318, loss_cls: 0.4145, loss_bbox: 1.4006, loss_obj: 0.4830, loss: 2.2982 2023-02-24 07:02:24,194 - mmdet - INFO - Epoch [23][200/1111] lr: 9.912e-03, eta: 2 days, 5:01:40, time: 0.628, data_time: 0.029, memory: 27318, loss_cls: 0.4127, loss_bbox: 1.3903, loss_obj: 0.4557, loss: 2.2587 2023-02-24 07:02:53,693 - mmdet - INFO - Epoch [23][250/1111] lr: 9.912e-03, eta: 2 days, 5:00:52, time: 0.590, data_time: 0.032, memory: 27318, loss_cls: 0.4138, loss_bbox: 1.3970, loss_obj: 0.4661, loss: 2.2769 2023-02-24 07:03:25,847 - mmdet - INFO - Epoch [23][300/1111] lr: 9.911e-03, eta: 2 days, 5:00:36, time: 0.643, data_time: 0.027, memory: 27318, loss_cls: 0.4060, loss_bbox: 1.3603, loss_obj: 0.4459, loss: 2.2123 2023-02-24 07:03:55,886 - mmdet - INFO - Epoch [23][350/1111] lr: 9.911e-03, eta: 2 days, 4:59:54, time: 0.601, data_time: 0.029, memory: 27318, loss_cls: 0.4055, loss_bbox: 1.3607, loss_obj: 0.4612, loss: 2.2274 2023-02-24 07:04:28,931 - mmdet - INFO - Epoch [23][400/1111] lr: 9.910e-03, eta: 2 days, 4:59:49, time: 0.661, data_time: 0.032, memory: 27318, loss_cls: 0.4145, loss_bbox: 1.3973, loss_obj: 0.4630, loss: 2.2748 2023-02-24 07:05:01,004 - mmdet - INFO - Epoch [23][450/1111] lr: 9.910e-03, eta: 2 days, 4:59:33, time: 0.641, data_time: 0.027, memory: 27318, loss_cls: 0.4082, loss_bbox: 1.3698, loss_obj: 0.4650, loss: 2.2430 2023-02-24 07:05:26,793 - mmdet - INFO - Epoch [23][500/1111] lr: 9.909e-03, eta: 2 days, 4:57:58, time: 0.516, data_time: 0.040, memory: 27318, loss_cls: 0.4148, loss_bbox: 1.4149, loss_obj: 0.4493, loss: 2.2790 2023-02-24 07:05:53,882 - mmdet - INFO - Epoch [23][550/1111] lr: 9.909e-03, eta: 2 days, 4:56:40, time: 0.542, data_time: 0.032, memory: 27318, loss_cls: 0.4117, loss_bbox: 1.3933, loss_obj: 0.4569, loss: 2.2620 2023-02-24 07:06:25,902 - mmdet - INFO - Epoch [23][600/1111] lr: 9.908e-03, eta: 2 days, 4:56:23, time: 0.640, data_time: 0.036, memory: 27318, loss_cls: 0.4180, loss_bbox: 1.4198, loss_obj: 0.4706, loss: 2.3085 2023-02-24 07:07:00,405 - mmdet - INFO - Epoch [23][650/1111] lr: 9.908e-03, eta: 2 days, 4:56:36, time: 0.690, data_time: 0.028, memory: 27318, loss_cls: 0.4053, loss_bbox: 1.3529, loss_obj: 0.4677, loss: 2.2259 2023-02-24 07:07:31,966 - mmdet - INFO - Epoch [23][700/1111] lr: 9.907e-03, eta: 2 days, 4:56:13, time: 0.631, data_time: 0.028, memory: 27318, loss_cls: 0.4105, loss_bbox: 1.3789, loss_obj: 0.4522, loss: 2.2416 2023-02-24 07:07:58,853 - mmdet - INFO - Epoch [23][750/1111] lr: 9.907e-03, eta: 2 days, 4:54:53, time: 0.538, data_time: 0.042, memory: 27318, loss_cls: 0.4153, loss_bbox: 1.4154, loss_obj: 0.4693, loss: 2.3000 2023-02-24 07:08:28,274 - mmdet - INFO - Epoch [23][800/1111] lr: 9.906e-03, eta: 2 days, 4:54:03, time: 0.588, data_time: 0.028, memory: 27318, loss_cls: 0.4201, loss_bbox: 1.4346, loss_obj: 0.4708, loss: 2.3255 2023-02-24 07:08:57,484 - mmdet - INFO - Epoch [23][850/1111] lr: 9.906e-03, eta: 2 days, 4:53:12, time: 0.584, data_time: 0.033, memory: 27318, loss_cls: 0.4122, loss_bbox: 1.3944, loss_obj: 0.4803, loss: 2.2869 2023-02-24 07:09:24,284 - mmdet - INFO - Epoch [23][900/1111] lr: 9.905e-03, eta: 2 days, 4:51:51, time: 0.536, data_time: 0.039, memory: 27318, loss_cls: 0.4154, loss_bbox: 1.4197, loss_obj: 0.4647, loss: 2.2998 2023-02-24 07:09:55,835 - mmdet - INFO - Epoch [23][950/1111] lr: 9.905e-03, eta: 2 days, 4:51:28, time: 0.631, data_time: 0.031, memory: 27318, loss_cls: 0.4061, loss_bbox: 1.3639, loss_obj: 0.4565, loss: 2.2265 2023-02-24 07:10:30,061 - mmdet - INFO - Epoch [23][1000/1111] lr: 9.905e-03, eta: 2 days, 4:51:37, time: 0.685, data_time: 0.031, memory: 27318, loss_cls: 0.4057, loss_bbox: 1.3578, loss_obj: 0.4533, loss: 2.2168 2023-02-24 07:10:58,362 - mmdet - INFO - Epoch [23][1050/1111] lr: 9.904e-03, eta: 2 days, 4:50:35, time: 0.566, data_time: 0.031, memory: 27318, loss_cls: 0.4085, loss_bbox: 1.3724, loss_obj: 0.4498, loss: 2.2307 2023-02-24 07:11:29,734 - mmdet - INFO - Epoch [23][1100/1111] lr: 9.904e-03, eta: 2 days, 4:50:10, time: 0.627, data_time: 0.027, memory: 27318, loss_cls: 0.4024, loss_bbox: 1.3399, loss_obj: 0.4377, loss: 2.1800 2023-02-24 07:12:21,109 - mmdet - INFO - Epoch [24][50/1111] lr: 9.903e-03, eta: 2 days, 4:51:16, time: 0.928, data_time: 0.271, memory: 27318, loss_cls: 0.4101, loss_bbox: 1.3844, loss_obj: 0.4630, loss: 2.2574 2023-02-24 07:12:47,996 - mmdet - INFO - Epoch [24][100/1111] lr: 9.902e-03, eta: 2 days, 4:49:57, time: 0.538, data_time: 0.034, memory: 27318, loss_cls: 0.4116, loss_bbox: 1.3963, loss_obj: 0.4640, loss: 2.2719 2023-02-24 07:13:16,844 - mmdet - INFO - Epoch [24][150/1111] lr: 9.902e-03, eta: 2 days, 4:49:01, time: 0.577, data_time: 0.033, memory: 27318, loss_cls: 0.4078, loss_bbox: 1.3700, loss_obj: 0.4607, loss: 2.2385 2023-02-24 07:13:48,116 - mmdet - INFO - Epoch [24][200/1111] lr: 9.902e-03, eta: 2 days, 4:48:35, time: 0.626, data_time: 0.025, memory: 27318, loss_cls: 0.4086, loss_bbox: 1.3663, loss_obj: 0.4536, loss: 2.2285 2023-02-24 07:14:15,438 - mmdet - INFO - Epoch [24][250/1111] lr: 9.901e-03, eta: 2 days, 4:47:21, time: 0.546, data_time: 0.031, memory: 27318, loss_cls: 0.4042, loss_bbox: 1.3589, loss_obj: 0.4430, loss: 2.2061 2023-02-24 07:14:45,247 - mmdet - INFO - Epoch [24][300/1111] lr: 9.901e-03, eta: 2 days, 4:46:37, time: 0.596, data_time: 0.031, memory: 27318, loss_cls: 0.4166, loss_bbox: 1.4140, loss_obj: 0.4707, loss: 2.3013 2023-02-24 07:15:18,268 - mmdet - INFO - Epoch [24][350/1111] lr: 9.900e-03, eta: 2 days, 4:46:31, time: 0.660, data_time: 0.028, memory: 27318, loss_cls: 0.4070, loss_bbox: 1.3635, loss_obj: 0.4522, loss: 2.2228 2023-02-24 07:15:50,029 - mmdet - INFO - Epoch [24][400/1111] lr: 9.900e-03, eta: 2 days, 4:46:10, time: 0.635, data_time: 0.033, memory: 27318, loss_cls: 0.4058, loss_bbox: 1.3584, loss_obj: 0.4565, loss: 2.2207 2023-02-24 07:16:26,771 - mmdet - INFO - Epoch [24][450/1111] lr: 9.899e-03, eta: 2 days, 4:46:49, time: 0.735, data_time: 0.024, memory: 27318, loss_cls: 0.4089, loss_bbox: 1.3694, loss_obj: 0.4731, loss: 2.2514 2023-02-24 07:17:03,581 - mmdet - INFO - Epoch [24][500/1111] lr: 9.899e-03, eta: 2 days, 4:47:27, time: 0.736, data_time: 0.029, memory: 27318, loss_cls: 0.4079, loss_bbox: 1.3597, loss_obj: 0.4727, loss: 2.2402 2023-02-24 07:17:31,649 - mmdet - INFO - Epoch [24][550/1111] lr: 9.898e-03, eta: 2 days, 4:46:22, time: 0.561, data_time: 0.028, memory: 27318, loss_cls: 0.4111, loss_bbox: 1.3890, loss_obj: 0.4520, loss: 2.2521 2023-02-24 07:18:02,226 - mmdet - INFO - Epoch [24][600/1111] lr: 9.898e-03, eta: 2 days, 4:45:48, time: 0.612, data_time: 0.030, memory: 27318, loss_cls: 0.4090, loss_bbox: 1.3727, loss_obj: 0.4639, loss: 2.2456 2023-02-24 07:18:32,020 - mmdet - INFO - Epoch [24][650/1111] lr: 9.897e-03, eta: 2 days, 4:45:04, time: 0.596, data_time: 0.029, memory: 27318, loss_cls: 0.4041, loss_bbox: 1.3533, loss_obj: 0.4458, loss: 2.2033 2023-02-24 07:19:01,530 - mmdet - INFO - Epoch [24][700/1111] lr: 9.897e-03, eta: 2 days, 4:44:16, time: 0.590, data_time: 0.031, memory: 27318, loss_cls: 0.4146, loss_bbox: 1.4092, loss_obj: 0.4771, loss: 2.3009 2023-02-24 07:19:35,086 - mmdet - INFO - Epoch [24][750/1111] lr: 9.896e-03, eta: 2 days, 4:44:16, time: 0.671, data_time: 0.029, memory: 27318, loss_cls: 0.4105, loss_bbox: 1.3732, loss_obj: 0.4564, loss: 2.2401 2023-02-24 07:20:09,717 - mmdet - INFO - Epoch [24][800/1111] lr: 9.896e-03, eta: 2 days, 4:44:28, time: 0.692, data_time: 0.025, memory: 27318, loss_cls: 0.4020, loss_bbox: 1.3310, loss_obj: 0.4588, loss: 2.1917 2023-02-24 07:20:40,550 - mmdet - INFO - Epoch [24][850/1111] lr: 9.895e-03, eta: 2 days, 4:43:56, time: 0.617, data_time: 0.031, memory: 27318, loss_cls: 0.4074, loss_bbox: 1.3622, loss_obj: 0.4491, loss: 2.2186 2023-02-24 07:21:12,560 - mmdet - INFO - Epoch [24][900/1111] lr: 9.895e-03, eta: 2 days, 4:43:38, time: 0.640, data_time: 0.030, memory: 27318, loss_cls: 0.4143, loss_bbox: 1.4037, loss_obj: 0.4707, loss: 2.2887 2023-02-24 07:21:43,931 - mmdet - INFO - Epoch [24][950/1111] lr: 9.894e-03, eta: 2 days, 4:43:12, time: 0.627, data_time: 0.030, memory: 27318, loss_cls: 0.4098, loss_bbox: 1.3771, loss_obj: 0.4539, loss: 2.2408 2023-02-24 07:22:17,060 - mmdet - INFO - Epoch [24][1000/1111] lr: 9.894e-03, eta: 2 days, 4:43:06, time: 0.663, data_time: 0.024, memory: 27318, loss_cls: 0.4060, loss_bbox: 1.3607, loss_obj: 0.4735, loss: 2.2402 2023-02-24 07:22:46,653 - mmdet - INFO - Epoch [24][1050/1111] lr: 9.893e-03, eta: 2 days, 4:42:20, time: 0.592, data_time: 0.031, memory: 27318, loss_cls: 0.4124, loss_bbox: 1.3940, loss_obj: 0.4545, loss: 2.2609 2023-02-24 07:23:13,682 - mmdet - INFO - Epoch [24][1100/1111] lr: 9.893e-03, eta: 2 days, 4:41:04, time: 0.541, data_time: 0.027, memory: 27318, loss_cls: 0.4134, loss_bbox: 1.3988, loss_obj: 0.4846, loss: 2.2968 2023-02-24 07:24:07,223 - mmdet - INFO - Epoch [25][50/1111] lr: 9.892e-03, eta: 2 days, 4:42:23, time: 0.958, data_time: 0.273, memory: 27318, loss_cls: 0.4110, loss_bbox: 1.3823, loss_obj: 0.4517, loss: 2.2449 2023-02-24 07:24:37,004 - mmdet - INFO - Epoch [25][100/1111] lr: 9.891e-03, eta: 2 days, 4:41:39, time: 0.596, data_time: 0.028, memory: 27318, loss_cls: 0.4091, loss_bbox: 1.3795, loss_obj: 0.4592, loss: 2.2478 2023-02-24 07:25:05,011 - mmdet - INFO - Epoch [25][150/1111] lr: 9.891e-03, eta: 2 days, 4:40:34, time: 0.560, data_time: 0.033, memory: 27318, loss_cls: 0.4092, loss_bbox: 1.3781, loss_obj: 0.4536, loss: 2.2409 2023-02-24 07:25:35,031 - mmdet - INFO - Epoch [25][200/1111] lr: 9.890e-03, eta: 2 days, 4:39:53, time: 0.600, data_time: 0.029, memory: 27318, loss_cls: 0.4098, loss_bbox: 1.3823, loss_obj: 0.4669, loss: 2.2591 2023-02-24 07:26:02,606 - mmdet - INFO - Epoch [25][250/1111] lr: 9.890e-03, eta: 2 days, 4:38:43, time: 0.551, data_time: 0.033, memory: 27318, loss_cls: 0.4133, loss_bbox: 1.4000, loss_obj: 0.4807, loss: 2.2940 2023-02-24 07:26:30,794 - mmdet - INFO - Epoch [25][300/1111] lr: 9.889e-03, eta: 2 days, 4:37:42, time: 0.564, data_time: 0.039, memory: 27318, loss_cls: 0.4087, loss_bbox: 1.3788, loss_obj: 0.4548, loss: 2.2423 2023-02-24 07:27:02,548 - mmdet - INFO - Epoch [25][350/1111] lr: 9.889e-03, eta: 2 days, 4:37:20, time: 0.635, data_time: 0.027, memory: 27318, loss_cls: 0.4134, loss_bbox: 1.3879, loss_obj: 0.4811, loss: 2.2824 2023-02-24 07:27:34,786 - mmdet - INFO - Epoch [25][400/1111] lr: 9.888e-03, eta: 2 days, 4:37:04, time: 0.644, data_time: 0.034, memory: 27318, loss_cls: 0.4121, loss_bbox: 1.3907, loss_obj: 0.4671, loss: 2.2699 2023-02-24 07:28:09,639 - mmdet - INFO - Epoch [25][450/1111] lr: 9.888e-03, eta: 2 days, 4:37:17, time: 0.697, data_time: 0.026, memory: 27318, loss_cls: 0.4040, loss_bbox: 1.3515, loss_obj: 0.4585, loss: 2.2140 2023-02-24 07:28:41,527 - mmdet - INFO - Epoch [25][500/1111] lr: 9.887e-03, eta: 2 days, 4:36:57, time: 0.638, data_time: 0.029, memory: 27318, loss_cls: 0.4051, loss_bbox: 1.3523, loss_obj: 0.4422, loss: 2.1997 2023-02-24 07:29:13,414 - mmdet - INFO - Epoch [25][550/1111] lr: 9.887e-03, eta: 2 days, 4:36:37, time: 0.638, data_time: 0.026, memory: 27318, loss_cls: 0.4104, loss_bbox: 1.3766, loss_obj: 0.4483, loss: 2.2354 2023-02-24 07:29:45,927 - mmdet - INFO - Epoch [25][600/1111] lr: 9.886e-03, eta: 2 days, 4:36:23, time: 0.650, data_time: 0.027, memory: 27318, loss_cls: 0.4073, loss_bbox: 1.3679, loss_obj: 0.4660, loss: 2.2413 2023-02-24 07:30:16,967 - mmdet - INFO - Epoch [25][650/1111] lr: 9.886e-03, eta: 2 days, 4:35:54, time: 0.621, data_time: 0.028, memory: 27318, loss_cls: 0.4041, loss_bbox: 1.3470, loss_obj: 0.4455, loss: 2.1966 2023-02-24 07:30:51,165 - mmdet - INFO - Epoch [25][700/1111] lr: 9.885e-03, eta: 2 days, 4:35:59, time: 0.684, data_time: 0.027, memory: 27318, loss_cls: 0.4070, loss_bbox: 1.3592, loss_obj: 0.4411, loss: 2.2072 2023-02-24 07:31:19,968 - mmdet - INFO - Epoch [25][750/1111] lr: 9.885e-03, eta: 2 days, 4:35:04, time: 0.576, data_time: 0.038, memory: 27318, loss_cls: 0.4192, loss_bbox: 1.4273, loss_obj: 0.4733, loss: 2.3198 2023-02-24 07:31:46,004 - mmdet - INFO - Epoch [25][800/1111] lr: 9.884e-03, eta: 2 days, 4:33:38, time: 0.521, data_time: 0.035, memory: 27318, loss_cls: 0.4106, loss_bbox: 1.3916, loss_obj: 0.4544, loss: 2.2565 2023-02-24 07:32:15,254 - mmdet - INFO - Epoch [25][850/1111] lr: 9.884e-03, eta: 2 days, 4:32:49, time: 0.585, data_time: 0.034, memory: 27318, loss_cls: 0.4147, loss_bbox: 1.4121, loss_obj: 0.4780, loss: 2.3048 2023-02-24 07:32:41,578 - mmdet - INFO - Epoch [25][900/1111] lr: 9.883e-03, eta: 2 days, 4:31:27, time: 0.526, data_time: 0.030, memory: 27318, loss_cls: 0.4102, loss_bbox: 1.3900, loss_obj: 0.4584, loss: 2.2586 2023-02-24 07:33:11,193 - mmdet - INFO - Epoch [25][950/1111] lr: 9.883e-03, eta: 2 days, 4:30:41, time: 0.592, data_time: 0.036, memory: 27318, loss_cls: 0.4178, loss_bbox: 1.4220, loss_obj: 0.4717, loss: 2.3115 2023-02-24 07:33:40,581 - mmdet - INFO - Epoch [25][1000/1111] lr: 9.882e-03, eta: 2 days, 4:29:53, time: 0.588, data_time: 0.032, memory: 27318, loss_cls: 0.4101, loss_bbox: 1.3756, loss_obj: 0.4518, loss: 2.2374 2023-02-24 07:34:12,330 - mmdet - INFO - Epoch [25][1050/1111] lr: 9.882e-03, eta: 2 days, 4:29:32, time: 0.635, data_time: 0.026, memory: 27318, loss_cls: 0.4057, loss_bbox: 1.3502, loss_obj: 0.4503, loss: 2.2061 2023-02-24 07:34:44,044 - mmdet - INFO - Epoch [25][1100/1111] lr: 9.881e-03, eta: 2 days, 4:29:09, time: 0.634, data_time: 0.027, memory: 27318, loss_cls: 0.4041, loss_bbox: 1.3430, loss_obj: 0.4335, loss: 2.1806 2023-02-24 07:35:37,874 - mmdet - INFO - Epoch [26][50/1111] lr: 9.880e-03, eta: 2 days, 4:30:36, time: 0.981, data_time: 0.281, memory: 27318, loss_cls: 0.4145, loss_bbox: 1.3989, loss_obj: 0.4827, loss: 2.2960 2023-02-24 07:36:06,535 - mmdet - INFO - Epoch [26][100/1111] lr: 9.880e-03, eta: 2 days, 4:29:40, time: 0.573, data_time: 0.031, memory: 27318, loss_cls: 0.4128, loss_bbox: 1.3950, loss_obj: 0.4680, loss: 2.2758 2023-02-24 07:36:36,998 - mmdet - INFO - Epoch [26][150/1111] lr: 9.879e-03, eta: 2 days, 4:29:04, time: 0.609, data_time: 0.028, memory: 27318, loss_cls: 0.4052, loss_bbox: 1.3574, loss_obj: 0.4592, loss: 2.2219 2023-02-24 07:37:13,337 - mmdet - INFO - Epoch [26][200/1111] lr: 9.879e-03, eta: 2 days, 4:29:32, time: 0.727, data_time: 0.030, memory: 27318, loss_cls: 0.4011, loss_bbox: 1.3300, loss_obj: 0.4522, loss: 2.1833 2023-02-24 07:37:46,701 - mmdet - INFO - Epoch [26][250/1111] lr: 9.878e-03, eta: 2 days, 4:29:27, time: 0.667, data_time: 0.028, memory: 27318, loss_cls: 0.4089, loss_bbox: 1.3726, loss_obj: 0.4572, loss: 2.2387 2023-02-24 07:38:16,892 - mmdet - INFO - Epoch [26][300/1111] lr: 9.878e-03, eta: 2 days, 4:28:48, time: 0.604, data_time: 0.032, memory: 27318, loss_cls: 0.4111, loss_bbox: 1.3812, loss_obj: 0.4597, loss: 2.2520 2023-02-24 07:38:47,614 - mmdet - INFO - Epoch [26][350/1111] lr: 9.877e-03, eta: 2 days, 4:28:14, time: 0.614, data_time: 0.027, memory: 27318, loss_cls: 0.4085, loss_bbox: 1.3706, loss_obj: 0.4573, loss: 2.2364 2023-02-24 07:39:15,768 - mmdet - INFO - Epoch [26][400/1111] lr: 9.877e-03, eta: 2 days, 4:27:13, time: 0.563, data_time: 0.032, memory: 27318, loss_cls: 0.4045, loss_bbox: 1.3496, loss_obj: 0.4356, loss: 2.1897 2023-02-24 07:39:46,450 - mmdet - INFO - Epoch [26][450/1111] lr: 9.876e-03, eta: 2 days, 4:26:39, time: 0.614, data_time: 0.031, memory: 27318, loss_cls: 0.4078, loss_bbox: 1.3675, loss_obj: 0.4371, loss: 2.2123 2023-02-24 07:40:16,210 - mmdet - INFO - Epoch [26][500/1111] lr: 9.876e-03, eta: 2 days, 4:25:56, time: 0.595, data_time: 0.032, memory: 27318, loss_cls: 0.4006, loss_bbox: 1.3381, loss_obj: 0.4438, loss: 2.1825 2023-02-24 07:40:48,052 - mmdet - INFO - Epoch [26][550/1111] lr: 9.875e-03, eta: 2 days, 4:25:34, time: 0.637, data_time: 0.026, memory: 27318, loss_cls: 0.4143, loss_bbox: 1.3897, loss_obj: 0.4501, loss: 2.2541 2023-02-24 07:41:19,289 - mmdet - INFO - Epoch [26][600/1111] lr: 9.874e-03, eta: 2 days, 4:25:07, time: 0.625, data_time: 0.032, memory: 27318, loss_cls: 0.4075, loss_bbox: 1.3663, loss_obj: 0.4769, loss: 2.2506 2023-02-24 07:41:50,713 - mmdet - INFO - Epoch [26][650/1111] lr: 9.874e-03, eta: 2 days, 4:24:41, time: 0.628, data_time: 0.031, memory: 27318, loss_cls: 0.4128, loss_bbox: 1.3906, loss_obj: 0.4594, loss: 2.2629 2023-02-24 07:42:20,520 - mmdet - INFO - Epoch [26][700/1111] lr: 9.873e-03, eta: 2 days, 4:23:58, time: 0.596, data_time: 0.032, memory: 27318, loss_cls: 0.4028, loss_bbox: 1.3425, loss_obj: 0.4408, loss: 2.1861 2023-02-24 07:42:51,394 - mmdet - INFO - Epoch [26][750/1111] lr: 9.873e-03, eta: 2 days, 4:23:26, time: 0.617, data_time: 0.028, memory: 27318, loss_cls: 0.4035, loss_bbox: 1.3495, loss_obj: 0.4555, loss: 2.2085 2023-02-24 07:43:21,501 - mmdet - INFO - Epoch [26][800/1111] lr: 9.872e-03, eta: 2 days, 4:22:46, time: 0.602, data_time: 0.029, memory: 27318, loss_cls: 0.4036, loss_bbox: 1.3453, loss_obj: 0.4390, loss: 2.1878 2023-02-24 07:43:52,002 - mmdet - INFO - Epoch [26][850/1111] lr: 9.872e-03, eta: 2 days, 4:22:11, time: 0.610, data_time: 0.026, memory: 27318, loss_cls: 0.3993, loss_bbox: 1.3299, loss_obj: 0.4340, loss: 2.1631 2023-02-24 07:44:23,269 - mmdet - INFO - Epoch [26][900/1111] lr: 9.871e-03, eta: 2 days, 4:21:43, time: 0.625, data_time: 0.030, memory: 27318, loss_cls: 0.4085, loss_bbox: 1.3764, loss_obj: 0.4655, loss: 2.2504 2023-02-24 07:44:56,525 - mmdet - INFO - Epoch [26][950/1111] lr: 9.871e-03, eta: 2 days, 4:21:37, time: 0.665, data_time: 0.028, memory: 27318, loss_cls: 0.4070, loss_bbox: 1.3607, loss_obj: 0.4419, loss: 2.2097 2023-02-24 07:45:26,539 - mmdet - INFO - Epoch [26][1000/1111] lr: 9.870e-03, eta: 2 days, 4:20:56, time: 0.600, data_time: 0.032, memory: 27318, loss_cls: 0.4070, loss_bbox: 1.3658, loss_obj: 0.4472, loss: 2.2199 2023-02-24 07:45:59,309 - mmdet - INFO - Epoch [26][1050/1111] lr: 9.869e-03, eta: 2 days, 4:20:44, time: 0.655, data_time: 0.029, memory: 27318, loss_cls: 0.4070, loss_bbox: 1.3607, loss_obj: 0.4626, loss: 2.2303 2023-02-24 07:46:28,438 - mmdet - INFO - Epoch [26][1100/1111] lr: 9.869e-03, eta: 2 days, 4:19:54, time: 0.583, data_time: 0.026, memory: 27318, loss_cls: 0.4125, loss_bbox: 1.3921, loss_obj: 0.4583, loss: 2.2629 2023-02-24 07:47:23,312 - mmdet - INFO - Epoch [27][50/1111] lr: 9.868e-03, eta: 2 days, 4:21:13, time: 0.977, data_time: 0.274, memory: 27318, loss_cls: 0.4044, loss_bbox: 1.3536, loss_obj: 0.4449, loss: 2.2029 2023-02-24 07:47:51,685 - mmdet - INFO - Epoch [27][100/1111] lr: 9.868e-03, eta: 2 days, 4:20:15, time: 0.568, data_time: 0.028, memory: 27318, loss_cls: 0.4011, loss_bbox: 1.3334, loss_obj: 0.4396, loss: 2.1742 2023-02-24 07:48:24,923 - mmdet - INFO - Epoch [27][150/1111] lr: 9.867e-03, eta: 2 days, 4:20:08, time: 0.665, data_time: 0.030, memory: 27318, loss_cls: 0.4107, loss_bbox: 1.3846, loss_obj: 0.4672, loss: 2.2625 2023-02-24 07:48:56,335 - mmdet - INFO - Epoch [27][200/1111] lr: 9.867e-03, eta: 2 days, 4:19:42, time: 0.628, data_time: 0.027, memory: 27318, loss_cls: 0.4048, loss_bbox: 1.3514, loss_obj: 0.4626, loss: 2.2188 2023-02-24 07:49:27,485 - mmdet - INFO - Epoch [27][250/1111] lr: 9.866e-03, eta: 2 days, 4:19:13, time: 0.623, data_time: 0.029, memory: 27318, loss_cls: 0.4040, loss_bbox: 1.3519, loss_obj: 0.4457, loss: 2.2015 2023-02-24 07:49:58,743 - mmdet - INFO - Epoch [27][300/1111] lr: 9.865e-03, eta: 2 days, 4:18:45, time: 0.625, data_time: 0.033, memory: 27318, loss_cls: 0.4109, loss_bbox: 1.3827, loss_obj: 0.4585, loss: 2.2521 2023-02-24 07:50:31,455 - mmdet - INFO - Epoch [27][350/1111] lr: 9.865e-03, eta: 2 days, 4:18:32, time: 0.654, data_time: 0.026, memory: 27318, loss_cls: 0.4001, loss_bbox: 1.3302, loss_obj: 0.4476, loss: 2.1779 2023-02-24 07:51:00,435 - mmdet - INFO - Epoch [27][400/1111] lr: 9.864e-03, eta: 2 days, 4:17:40, time: 0.579, data_time: 0.033, memory: 27318, loss_cls: 0.4085, loss_bbox: 1.3760, loss_obj: 0.4589, loss: 2.2434 2023-02-24 07:51:32,135 - mmdet - INFO - Epoch [27][450/1111] lr: 9.864e-03, eta: 2 days, 4:17:17, time: 0.634, data_time: 0.023, memory: 27318, loss_cls: 0.4082, loss_bbox: 1.3713, loss_obj: 0.4684, loss: 2.2479 2023-02-24 07:52:01,497 - mmdet - INFO - Epoch [27][500/1111] lr: 9.863e-03, eta: 2 days, 4:16:30, time: 0.587, data_time: 0.031, memory: 27318, loss_cls: 0.4085, loss_bbox: 1.3747, loss_obj: 0.4540, loss: 2.2371 2023-02-24 07:52:34,275 - mmdet - INFO - Epoch [27][550/1111] lr: 9.863e-03, eta: 2 days, 4:16:17, time: 0.656, data_time: 0.028, memory: 27318, loss_cls: 0.4038, loss_bbox: 1.3476, loss_obj: 0.4461, loss: 2.1974 2023-02-24 07:53:05,221 - mmdet - INFO - Epoch [27][600/1111] lr: 9.862e-03, eta: 2 days, 4:15:46, time: 0.619, data_time: 0.033, memory: 27318, loss_cls: 0.4047, loss_bbox: 1.3550, loss_obj: 0.4552, loss: 2.2149 2023-02-24 07:53:36,683 - mmdet - INFO - Epoch [27][650/1111] lr: 9.861e-03, eta: 2 days, 4:15:20, time: 0.629, data_time: 0.029, memory: 27318, loss_cls: 0.4043, loss_bbox: 1.3533, loss_obj: 0.4618, loss: 2.2194 2023-02-24 07:54:11,055 - mmdet - INFO - Epoch [27][700/1111] lr: 9.861e-03, eta: 2 days, 4:15:24, time: 0.687, data_time: 0.024, memory: 27318, loss_cls: 0.3982, loss_bbox: 1.3195, loss_obj: 0.4377, loss: 2.1554 2023-02-24 07:54:40,971 - mmdet - INFO - Epoch [27][750/1111] lr: 9.860e-03, eta: 2 days, 4:14:43, time: 0.598, data_time: 0.035, memory: 27318, loss_cls: 0.4057, loss_bbox: 1.3607, loss_obj: 0.4335, loss: 2.1998 2023-02-24 07:55:13,248 - mmdet - INFO - Epoch [27][800/1111] lr: 9.860e-03, eta: 2 days, 4:14:25, time: 0.645, data_time: 0.026, memory: 27318, loss_cls: 0.4040, loss_bbox: 1.3524, loss_obj: 0.4569, loss: 2.2133 2023-02-24 07:55:46,916 - mmdet - INFO - Epoch [27][850/1111] lr: 9.859e-03, eta: 2 days, 4:14:22, time: 0.673, data_time: 0.026, memory: 27318, loss_cls: 0.3975, loss_bbox: 1.3215, loss_obj: 0.4451, loss: 2.1641 2023-02-24 07:56:16,858 - mmdet - INFO - Epoch [27][900/1111] lr: 9.858e-03, eta: 2 days, 4:13:40, time: 0.598, data_time: 0.031, memory: 27318, loss_cls: 0.4089, loss_bbox: 1.3780, loss_obj: 0.4530, loss: 2.2399 2023-02-24 07:56:47,025 - mmdet - INFO - Epoch [27][950/1111] lr: 9.858e-03, eta: 2 days, 4:13:01, time: 0.604, data_time: 0.027, memory: 27318, loss_cls: 0.4128, loss_bbox: 1.3892, loss_obj: 0.4742, loss: 2.2762 2023-02-24 07:57:14,664 - mmdet - INFO - Epoch [27][1000/1111] lr: 9.857e-03, eta: 2 days, 4:11:56, time: 0.553, data_time: 0.036, memory: 27318, loss_cls: 0.4056, loss_bbox: 1.3594, loss_obj: 0.4388, loss: 2.2037 2023-02-24 07:57:41,396 - mmdet - INFO - Epoch [27][1050/1111] lr: 9.857e-03, eta: 2 days, 4:10:42, time: 0.535, data_time: 0.035, memory: 27318, loss_cls: 0.4077, loss_bbox: 1.3721, loss_obj: 0.4416, loss: 2.2214 2023-02-24 07:58:09,341 - mmdet - INFO - Epoch [27][1100/1111] lr: 9.856e-03, eta: 2 days, 4:09:41, time: 0.559, data_time: 0.026, memory: 27318, loss_cls: 0.4120, loss_bbox: 1.3907, loss_obj: 0.4646, loss: 2.2673 2023-02-24 07:59:04,285 - mmdet - INFO - Epoch [28][50/1111] lr: 9.855e-03, eta: 2 days, 4:11:05, time: 0.998, data_time: 0.279, memory: 27318, loss_cls: 0.4063, loss_bbox: 1.3627, loss_obj: 0.4655, loss: 2.2345 2023-02-24 07:59:37,123 - mmdet - INFO - Epoch [28][100/1111] lr: 9.855e-03, eta: 2 days, 4:10:53, time: 0.657, data_time: 0.025, memory: 27318, loss_cls: 0.4024, loss_bbox: 1.3407, loss_obj: 0.4620, loss: 2.2051 2023-02-24 08:00:11,477 - mmdet - INFO - Epoch [28][150/1111] lr: 9.854e-03, eta: 2 days, 4:10:56, time: 0.687, data_time: 0.027, memory: 27318, loss_cls: 0.4029, loss_bbox: 1.3340, loss_obj: 0.4562, loss: 2.1931 2023-02-24 08:00:44,729 - mmdet - INFO - Epoch [28][200/1111] lr: 9.854e-03, eta: 2 days, 4:10:48, time: 0.665, data_time: 0.027, memory: 27318, loss_cls: 0.4078, loss_bbox: 1.3640, loss_obj: 0.4598, loss: 2.2315 2023-02-24 08:01:13,032 - mmdet - INFO - Epoch [28][250/1111] lr: 9.853e-03, eta: 2 days, 4:09:50, time: 0.566, data_time: 0.034, memory: 27318, loss_cls: 0.4093, loss_bbox: 1.3820, loss_obj: 0.4357, loss: 2.2271 2023-02-24 08:01:43,173 - mmdet - INFO - Epoch [28][300/1111] lr: 9.852e-03, eta: 2 days, 4:09:10, time: 0.603, data_time: 0.029, memory: 27318, loss_cls: 0.4079, loss_bbox: 1.3774, loss_obj: 0.4586, loss: 2.2439 2023-02-24 08:02:14,991 - mmdet - INFO - Epoch [28][350/1111] lr: 9.852e-03, eta: 2 days, 4:08:48, time: 0.636, data_time: 0.026, memory: 27318, loss_cls: 0.4049, loss_bbox: 1.3542, loss_obj: 0.4513, loss: 2.2104 2023-02-24 08:02:45,266 - mmdet - INFO - Epoch [28][400/1111] lr: 9.851e-03, eta: 2 days, 4:08:10, time: 0.605, data_time: 0.028, memory: 27318, loss_cls: 0.3965, loss_bbox: 1.3128, loss_obj: 0.4286, loss: 2.1380 2023-02-24 08:03:18,055 - mmdet - INFO - Epoch [28][450/1111] lr: 9.851e-03, eta: 2 days, 4:07:57, time: 0.656, data_time: 0.029, memory: 27318, loss_cls: 0.3966, loss_bbox: 1.3144, loss_obj: 0.4316, loss: 2.1427 2023-02-24 08:03:47,446 - mmdet - INFO - Epoch [28][500/1111] lr: 9.850e-03, eta: 2 days, 4:07:10, time: 0.588, data_time: 0.036, memory: 27318, loss_cls: 0.4053, loss_bbox: 1.3598, loss_obj: 0.4396, loss: 2.2047 2023-02-24 08:04:16,947 - mmdet - INFO - Epoch [28][550/1111] lr: 9.850e-03, eta: 2 days, 4:06:24, time: 0.590, data_time: 0.032, memory: 27318, loss_cls: 0.4066, loss_bbox: 1.3634, loss_obj: 0.4487, loss: 2.2187 2023-02-24 08:04:49,156 - mmdet - INFO - Epoch [28][600/1111] lr: 9.849e-03, eta: 2 days, 4:06:05, time: 0.644, data_time: 0.025, memory: 27318, loss_cls: 0.4019, loss_bbox: 1.3430, loss_obj: 0.4463, loss: 2.1912 2023-02-24 08:05:17,486 - mmdet - INFO - Epoch [28][650/1111] lr: 9.848e-03, eta: 2 days, 4:05:08, time: 0.567, data_time: 0.032, memory: 27318, loss_cls: 0.4089, loss_bbox: 1.3804, loss_obj: 0.4430, loss: 2.2324 2023-02-24 08:05:43,518 - mmdet - INFO - Epoch [28][700/1111] lr: 9.848e-03, eta: 2 days, 4:03:48, time: 0.521, data_time: 0.036, memory: 27318, loss_cls: 0.4115, loss_bbox: 1.3954, loss_obj: 0.4593, loss: 2.2662 2023-02-24 08:06:13,135 - mmdet - INFO - Epoch [28][750/1111] lr: 9.847e-03, eta: 2 days, 4:03:04, time: 0.592, data_time: 0.038, memory: 27318, loss_cls: 0.4116, loss_bbox: 1.4035, loss_obj: 0.4795, loss: 2.2947 2023-02-24 08:06:40,702 - mmdet - INFO - Epoch [28][800/1111] lr: 9.846e-03, eta: 2 days, 4:02:00, time: 0.551, data_time: 0.031, memory: 27318, loss_cls: 0.3992, loss_bbox: 1.3321, loss_obj: 0.4364, loss: 2.1678 2023-02-24 08:07:12,350 - mmdet - INFO - Epoch [28][850/1111] lr: 9.846e-03, eta: 2 days, 4:01:35, time: 0.633, data_time: 0.028, memory: 27318, loss_cls: 0.4053, loss_bbox: 1.3544, loss_obj: 0.4465, loss: 2.2063 2023-02-24 08:07:40,788 - mmdet - INFO - Epoch [28][900/1111] lr: 9.845e-03, eta: 2 days, 4:00:40, time: 0.569, data_time: 0.034, memory: 27318, loss_cls: 0.4133, loss_bbox: 1.4027, loss_obj: 0.4720, loss: 2.2879 2023-02-24 08:08:11,164 - mmdet - INFO - Epoch [28][950/1111] lr: 9.845e-03, eta: 2 days, 4:00:03, time: 0.607, data_time: 0.031, memory: 27318, loss_cls: 0.4000, loss_bbox: 1.3309, loss_obj: 0.4475, loss: 2.1785 2023-02-24 08:08:39,318 - mmdet - INFO - Epoch [28][1000/1111] lr: 9.844e-03, eta: 2 days, 3:59:05, time: 0.563, data_time: 0.034, memory: 27318, loss_cls: 0.4042, loss_bbox: 1.3640, loss_obj: 0.4563, loss: 2.2245 2023-02-24 08:09:14,642 - mmdet - INFO - Epoch [28][1050/1111] lr: 9.843e-03, eta: 2 days, 3:59:16, time: 0.706, data_time: 0.027, memory: 27318, loss_cls: 0.4054, loss_bbox: 1.3502, loss_obj: 0.4477, loss: 2.2033 2023-02-24 08:09:41,145 - mmdet - INFO - Epoch [28][1100/1111] lr: 9.843e-03, eta: 2 days, 3:58:02, time: 0.530, data_time: 0.030, memory: 27318, loss_cls: 0.4078, loss_bbox: 1.3698, loss_obj: 0.4545, loss: 2.2321 2023-02-24 08:10:38,502 - mmdet - INFO - Epoch [29][50/1111] lr: 9.842e-03, eta: 2 days, 3:59:14, time: 0.982, data_time: 0.276, memory: 27318, loss_cls: 0.4019, loss_bbox: 1.3350, loss_obj: 0.4351, loss: 2.1720 2023-02-24 08:11:07,211 - mmdet - INFO - Epoch [29][100/1111] lr: 9.841e-03, eta: 2 days, 3:58:21, time: 0.574, data_time: 0.033, memory: 27318, loss_cls: 0.4035, loss_bbox: 1.3547, loss_obj: 0.4472, loss: 2.2054 2023-02-24 08:11:42,200 - mmdet - INFO - Epoch [29][150/1111] lr: 9.841e-03, eta: 2 days, 3:58:29, time: 0.700, data_time: 0.028, memory: 27318, loss_cls: 0.4015, loss_bbox: 1.3317, loss_obj: 0.4678, loss: 2.2011 2023-02-24 08:12:13,267 - mmdet - INFO - Epoch [29][200/1111] lr: 9.840e-03, eta: 2 days, 3:57:59, time: 0.621, data_time: 0.026, memory: 27318, loss_cls: 0.4014, loss_bbox: 1.3405, loss_obj: 0.4465, loss: 2.1884 2023-02-24 08:12:46,675 - mmdet - INFO - Epoch [29][250/1111] lr: 9.840e-03, eta: 2 days, 3:57:51, time: 0.668, data_time: 0.029, memory: 27318, loss_cls: 0.4006, loss_bbox: 1.3336, loss_obj: 0.4506, loss: 2.1849 2023-02-24 08:13:18,281 - mmdet - INFO - Epoch [29][300/1111] lr: 9.839e-03, eta: 2 days, 3:57:27, time: 0.632, data_time: 0.027, memory: 27318, loss_cls: 0.4019, loss_bbox: 1.3412, loss_obj: 0.4454, loss: 2.1886 2023-02-24 08:13:48,403 - mmdet - INFO - Epoch [29][350/1111] lr: 9.838e-03, eta: 2 days, 3:56:47, time: 0.602, data_time: 0.029, memory: 27318, loss_cls: 0.4008, loss_bbox: 1.3361, loss_obj: 0.4273, loss: 2.1642 2023-02-24 08:14:17,944 - mmdet - INFO - Epoch [29][400/1111] lr: 9.838e-03, eta: 2 days, 3:56:02, time: 0.590, data_time: 0.026, memory: 27318, loss_cls: 0.4022, loss_bbox: 1.3449, loss_obj: 0.4356, loss: 2.1827 2023-02-24 08:14:46,490 - mmdet - INFO - Epoch [29][450/1111] lr: 9.837e-03, eta: 2 days, 3:55:08, time: 0.571, data_time: 0.038, memory: 27318, loss_cls: 0.4102, loss_bbox: 1.3872, loss_obj: 0.4574, loss: 2.2548 2023-02-24 08:15:15,891 - mmdet - INFO - Epoch [29][500/1111] lr: 9.837e-03, eta: 2 days, 3:54:22, time: 0.588, data_time: 0.032, memory: 27318, loss_cls: 0.4115, loss_bbox: 1.3956, loss_obj: 0.4629, loss: 2.2700 2023-02-24 08:15:47,588 - mmdet - INFO - Epoch [29][550/1111] lr: 9.836e-03, eta: 2 days, 3:53:58, time: 0.634, data_time: 0.027, memory: 27318, loss_cls: 0.4000, loss_bbox: 1.3352, loss_obj: 0.4372, loss: 2.1724 2023-02-24 08:16:15,555 - mmdet - INFO - Epoch [29][600/1111] lr: 9.835e-03, eta: 2 days, 3:52:59, time: 0.559, data_time: 0.033, memory: 27318, loss_cls: 0.4067, loss_bbox: 1.3696, loss_obj: 0.4505, loss: 2.2268 2023-02-24 08:16:47,066 - mmdet - INFO - Epoch [29][650/1111] lr: 9.835e-03, eta: 2 days, 3:52:33, time: 0.630, data_time: 0.033, memory: 27318, loss_cls: 0.4034, loss_bbox: 1.3471, loss_obj: 0.4476, loss: 2.1981 2023-02-24 08:17:13,581 - mmdet - INFO - Epoch [29][700/1111] lr: 9.834e-03, eta: 2 days, 3:51:20, time: 0.530, data_time: 0.027, memory: 27318, loss_cls: 0.4088, loss_bbox: 1.3823, loss_obj: 0.4521, loss: 2.2431 2023-02-24 08:17:45,423 - mmdet - INFO - Epoch [29][750/1111] lr: 9.833e-03, eta: 2 days, 3:50:57, time: 0.637, data_time: 0.028, memory: 27318, loss_cls: 0.4035, loss_bbox: 1.3463, loss_obj: 0.4469, loss: 2.1967 2023-02-24 08:18:17,351 - mmdet - INFO - Epoch [29][800/1111] lr: 9.833e-03, eta: 2 days, 3:50:35, time: 0.639, data_time: 0.028, memory: 27318, loss_cls: 0.4053, loss_bbox: 1.3555, loss_obj: 0.4542, loss: 2.2151 2023-02-24 08:18:44,940 - mmdet - INFO - Epoch [29][850/1111] lr: 9.832e-03, eta: 2 days, 3:49:33, time: 0.552, data_time: 0.031, memory: 27318, loss_cls: 0.4026, loss_bbox: 1.3513, loss_obj: 0.4547, loss: 2.2086 2023-02-24 08:19:16,804 - mmdet - INFO - Epoch [29][900/1111] lr: 9.832e-03, eta: 2 days, 3:49:10, time: 0.637, data_time: 0.028, memory: 27318, loss_cls: 0.4054, loss_bbox: 1.3566, loss_obj: 0.4575, loss: 2.2195 2023-02-24 08:19:48,037 - mmdet - INFO - Epoch [29][950/1111] lr: 9.831e-03, eta: 2 days, 3:48:42, time: 0.625, data_time: 0.031, memory: 27318, loss_cls: 0.3980, loss_bbox: 1.3202, loss_obj: 0.4368, loss: 2.1550 2023-02-24 08:20:18,004 - mmdet - INFO - Epoch [29][1000/1111] lr: 9.830e-03, eta: 2 days, 3:48:01, time: 0.599, data_time: 0.030, memory: 27318, loss_cls: 0.4062, loss_bbox: 1.3629, loss_obj: 0.4526, loss: 2.2217 2023-02-24 08:20:49,474 - mmdet - INFO - Epoch [29][1050/1111] lr: 9.830e-03, eta: 2 days, 3:47:35, time: 0.629, data_time: 0.027, memory: 27318, loss_cls: 0.3981, loss_bbox: 1.3213, loss_obj: 0.4214, loss: 2.1408 2023-02-24 08:21:20,011 - mmdet - INFO - Epoch [29][1100/1111] lr: 9.829e-03, eta: 2 days, 3:47:00, time: 0.611, data_time: 0.027, memory: 27318, loss_cls: 0.4019, loss_bbox: 1.3363, loss_obj: 0.4340, loss: 2.1722 2023-02-24 08:22:14,148 - mmdet - INFO - Epoch [30][50/1111] lr: 9.828e-03, eta: 2 days, 3:48:00, time: 0.964, data_time: 0.299, memory: 27318, loss_cls: 0.4097, loss_bbox: 1.3816, loss_obj: 0.4427, loss: 2.2339 2023-02-24 08:22:43,526 - mmdet - INFO - Epoch [30][100/1111] lr: 9.828e-03, eta: 2 days, 3:47:14, time: 0.588, data_time: 0.033, memory: 27318, loss_cls: 0.4009, loss_bbox: 1.3377, loss_obj: 0.4438, loss: 2.1824 2023-02-24 08:23:15,621 - mmdet - INFO - Epoch [30][150/1111] lr: 9.827e-03, eta: 2 days, 3:46:54, time: 0.642, data_time: 0.032, memory: 27318, loss_cls: 0.4029, loss_bbox: 1.3467, loss_obj: 0.4523, loss: 2.2020 2023-02-24 08:23:46,143 - mmdet - INFO - Epoch [30][200/1111] lr: 9.826e-03, eta: 2 days, 3:46:19, time: 0.610, data_time: 0.032, memory: 27318, loss_cls: 0.4037, loss_bbox: 1.3483, loss_obj: 0.4494, loss: 2.2014 2023-02-24 08:24:21,325 - mmdet - INFO - Epoch [30][250/1111] lr: 9.826e-03, eta: 2 days, 3:46:27, time: 0.704, data_time: 0.021, memory: 27318, loss_cls: 0.4032, loss_bbox: 1.3411, loss_obj: 0.4513, loss: 2.1956 2023-02-24 08:24:48,480 - mmdet - INFO - Epoch [30][300/1111] lr: 9.825e-03, eta: 2 days, 3:45:20, time: 0.543, data_time: 0.032, memory: 27318, loss_cls: 0.4011, loss_bbox: 1.3419, loss_obj: 0.4450, loss: 2.1881 2023-02-24 08:25:20,687 - mmdet - INFO - Epoch [30][350/1111] lr: 9.824e-03, eta: 2 days, 3:45:01, time: 0.644, data_time: 0.027, memory: 27318, loss_cls: 0.4063, loss_bbox: 1.3612, loss_obj: 0.4405, loss: 2.2080 2023-02-24 08:25:51,158 - mmdet - INFO - Epoch [30][400/1111] lr: 9.824e-03, eta: 2 days, 3:44:25, time: 0.609, data_time: 0.035, memory: 27318, loss_cls: 0.4096, loss_bbox: 1.3798, loss_obj: 0.4470, loss: 2.2364 2023-02-24 08:26:25,382 - mmdet - INFO - Epoch [30][450/1111] lr: 9.823e-03, eta: 2 days, 3:44:24, time: 0.684, data_time: 0.029, memory: 27318, loss_cls: 0.3985, loss_bbox: 1.3159, loss_obj: 0.4334, loss: 2.1478 2023-02-24 08:26:56,176 - mmdet - INFO - Epoch [30][500/1111] lr: 9.822e-03, eta: 2 days, 3:43:51, time: 0.616, data_time: 0.026, memory: 27318, loss_cls: 0.3993, loss_bbox: 1.3376, loss_obj: 0.4545, loss: 2.1914 2023-02-24 08:27:26,520 - mmdet - INFO - Epoch [30][550/1111] lr: 9.822e-03, eta: 2 days, 3:43:15, time: 0.607, data_time: 0.032, memory: 27318, loss_cls: 0.3970, loss_bbox: 1.3196, loss_obj: 0.4334, loss: 2.1501 2023-02-24 08:28:00,588 - mmdet - INFO - Epoch [30][600/1111] lr: 9.821e-03, eta: 2 days, 3:43:12, time: 0.681, data_time: 0.024, memory: 27318, loss_cls: 0.3979, loss_bbox: 1.3183, loss_obj: 0.4373, loss: 2.1534 2023-02-24 08:28:31,137 - mmdet - INFO - Epoch [30][650/1111] lr: 9.820e-03, eta: 2 days, 3:42:37, time: 0.611, data_time: 0.030, memory: 27318, loss_cls: 0.3955, loss_bbox: 1.3116, loss_obj: 0.4220, loss: 2.1291 2023-02-24 08:29:01,462 - mmdet - INFO - Epoch [30][700/1111] lr: 9.820e-03, eta: 2 days, 3:42:00, time: 0.606, data_time: 0.031, memory: 27318, loss_cls: 0.4066, loss_bbox: 1.3647, loss_obj: 0.4673, loss: 2.2386 2023-02-24 08:29:28,156 - mmdet - INFO - Epoch [30][750/1111] lr: 9.819e-03, eta: 2 days, 3:40:50, time: 0.534, data_time: 0.033, memory: 27318, loss_cls: 0.4003, loss_bbox: 1.3407, loss_obj: 0.4234, loss: 2.1645 2023-02-24 08:29:59,407 - mmdet - INFO - Epoch [30][800/1111] lr: 9.818e-03, eta: 2 days, 3:40:21, time: 0.625, data_time: 0.035, memory: 27318, loss_cls: 0.4041, loss_bbox: 1.3502, loss_obj: 0.4476, loss: 2.2020 2023-02-24 08:30:28,442 - mmdet - INFO - Epoch [30][850/1111] lr: 9.818e-03, eta: 2 days, 3:39:33, time: 0.581, data_time: 0.029, memory: 27318, loss_cls: 0.4083, loss_bbox: 1.3736, loss_obj: 0.4436, loss: 2.2254 2023-02-24 08:30:54,050 - mmdet - INFO - Epoch [30][900/1111] lr: 9.817e-03, eta: 2 days, 3:38:13, time: 0.512, data_time: 0.037, memory: 27318, loss_cls: 0.4106, loss_bbox: 1.3929, loss_obj: 0.4354, loss: 2.2388 2023-02-24 08:31:24,080 - mmdet - INFO - Epoch [30][950/1111] lr: 9.816e-03, eta: 2 days, 3:37:34, time: 0.600, data_time: 0.031, memory: 27318, loss_cls: 0.4015, loss_bbox: 1.3369, loss_obj: 0.4282, loss: 2.1667 2023-02-24 08:31:55,858 - mmdet - INFO - Epoch [30][1000/1111] lr: 9.816e-03, eta: 2 days, 3:37:10, time: 0.636, data_time: 0.035, memory: 27318, loss_cls: 0.4017, loss_bbox: 1.3367, loss_obj: 0.4417, loss: 2.1800 2023-02-24 08:32:28,172 - mmdet - INFO - Epoch [30][1050/1111] lr: 9.815e-03, eta: 2 days, 3:36:51, time: 0.646, data_time: 0.031, memory: 27318, loss_cls: 0.4031, loss_bbox: 1.3481, loss_obj: 0.4307, loss: 2.1819 2023-02-24 08:32:57,053 - mmdet - INFO - Epoch [30][1100/1111] lr: 9.815e-03, eta: 2 days, 3:36:02, time: 0.577, data_time: 0.027, memory: 27318, loss_cls: 0.3989, loss_bbox: 1.3335, loss_obj: 0.4590, loss: 2.1914 2023-02-24 08:33:04,290 - mmdet - INFO - Saving checkpoint at 30 epochs 2023-02-24 08:35:48,292 - mmdet - INFO - Evaluating bbox... 2023-02-24 08:36:10,383 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.841 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.957 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.916 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.052 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.732 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.897 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.871 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.871 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.871 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.156 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.789 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.920 2023-02-24 08:36:10,646 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_20.pth was removed 2023-02-24 08:36:13,098 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_30.pth. 2023-02-24 08:36:13,099 - mmdet - INFO - Best bbox_mAP is 0.8412 at 30 epoch. 2023-02-24 08:36:13,099 - mmdet - INFO - Exp name: yolox_x.py 2023-02-24 08:36:13,099 - mmdet - INFO - Epoch(val) [30][4200] bbox_mAP: 0.8412, bbox_mAP_50: 0.9566, bbox_mAP_75: 0.9160, bbox_mAP_s: 0.0517, bbox_mAP_m: 0.7319, bbox_mAP_l: 0.8974, bbox_mAP_copypaste: 0.8412 0.9566 0.9160 0.0517 0.7319 0.8974 2023-02-24 08:36:55,577 - mmdet - INFO - Epoch [31][50/1111] lr: 9.814e-03, eta: 2 days, 3:36:06, time: 0.849, data_time: 0.172, memory: 27318, loss_cls: 0.3973, loss_bbox: 1.3170, loss_obj: 0.4359, loss: 2.1502 2023-02-24 08:37:23,049 - mmdet - INFO - Epoch [31][100/1111] lr: 9.813e-03, eta: 2 days, 3:35:03, time: 0.549, data_time: 0.028, memory: 27318, loss_cls: 0.3937, loss_bbox: 1.3035, loss_obj: 0.4150, loss: 2.1121 2023-02-24 08:37:54,292 - mmdet - INFO - Epoch [31][150/1111] lr: 9.812e-03, eta: 2 days, 3:34:35, time: 0.625, data_time: 0.026, memory: 27318, loss_cls: 0.3981, loss_bbox: 1.3223, loss_obj: 0.4321, loss: 2.1525 2023-02-24 08:38:26,691 - mmdet - INFO - Epoch [31][200/1111] lr: 9.812e-03, eta: 2 days, 3:34:17, time: 0.648, data_time: 0.029, memory: 27318, loss_cls: 0.3971, loss_bbox: 1.3198, loss_obj: 0.4311, loss: 2.1480 2023-02-24 08:38:54,944 - mmdet - INFO - Epoch [31][250/1111] lr: 9.811e-03, eta: 2 days, 3:33:22, time: 0.565, data_time: 0.032, memory: 27318, loss_cls: 0.4011, loss_bbox: 1.3422, loss_obj: 0.4463, loss: 2.1896 2023-02-24 08:39:23,342 - mmdet - INFO - Epoch [31][300/1111] lr: 9.810e-03, eta: 2 days, 3:32:28, time: 0.568, data_time: 0.030, memory: 27318, loss_cls: 0.4026, loss_bbox: 1.3448, loss_obj: 0.4434, loss: 2.1908 2023-02-24 08:39:54,485 - mmdet - INFO - Epoch [31][350/1111] lr: 9.810e-03, eta: 2 days, 3:31:58, time: 0.623, data_time: 0.030, memory: 27318, loss_cls: 0.4007, loss_bbox: 1.3397, loss_obj: 0.4492, loss: 2.1896 2023-02-24 08:40:25,697 - mmdet - INFO - Epoch [31][400/1111] lr: 9.809e-03, eta: 2 days, 3:31:30, time: 0.624, data_time: 0.027, memory: 27318, loss_cls: 0.4008, loss_bbox: 1.3398, loss_obj: 0.4459, loss: 2.1864 2023-02-24 08:40:57,291 - mmdet - INFO - Epoch [31][450/1111] lr: 9.808e-03, eta: 2 days, 3:31:04, time: 0.632, data_time: 0.028, memory: 27318, loss_cls: 0.3994, loss_bbox: 1.3263, loss_obj: 0.4398, loss: 2.1654 2023-02-24 08:41:26,552 - mmdet - INFO - Epoch [31][500/1111] lr: 9.808e-03, eta: 2 days, 3:30:18, time: 0.585, data_time: 0.030, memory: 27318, loss_cls: 0.4081, loss_bbox: 1.3817, loss_obj: 0.4542, loss: 2.2440 2023-02-24 08:41:54,454 - mmdet - INFO - Epoch [31][550/1111] lr: 9.807e-03, eta: 2 days, 3:29:20, time: 0.558, data_time: 0.033, memory: 27318, loss_cls: 0.4091, loss_bbox: 1.3761, loss_obj: 0.4401, loss: 2.2254 2023-02-24 08:42:22,356 - mmdet - INFO - Epoch [31][600/1111] lr: 9.806e-03, eta: 2 days, 3:28:22, time: 0.558, data_time: 0.032, memory: 27318, loss_cls: 0.3984, loss_bbox: 1.3316, loss_obj: 0.4448, loss: 2.1748 2023-02-24 08:42:52,343 - mmdet - INFO - Epoch [31][650/1111] lr: 9.806e-03, eta: 2 days, 3:27:43, time: 0.600, data_time: 0.033, memory: 27318, loss_cls: 0.4094, loss_bbox: 1.3787, loss_obj: 0.4595, loss: 2.2476 2023-02-24 08:43:25,594 - mmdet - INFO - Epoch [31][700/1111] lr: 9.805e-03, eta: 2 days, 3:27:32, time: 0.665, data_time: 0.026, memory: 27318, loss_cls: 0.4018, loss_bbox: 1.3320, loss_obj: 0.4276, loss: 2.1614 2023-02-24 08:43:52,180 - mmdet - INFO - Epoch [31][750/1111] lr: 9.804e-03, eta: 2 days, 3:26:23, time: 0.532, data_time: 0.036, memory: 27318, loss_cls: 0.4097, loss_bbox: 1.3894, loss_obj: 0.4439, loss: 2.2430 2023-02-24 08:44:21,399 - mmdet - INFO - Epoch [31][800/1111] lr: 9.804e-03, eta: 2 days, 3:25:37, time: 0.584, data_time: 0.034, memory: 27318, loss_cls: 0.3971, loss_bbox: 1.3224, loss_obj: 0.4226, loss: 2.1421 2023-02-24 08:44:48,083 - mmdet - INFO - Epoch [31][850/1111] lr: 9.803e-03, eta: 2 days, 3:24:29, time: 0.534, data_time: 0.028, memory: 27318, loss_cls: 0.4024, loss_bbox: 1.3441, loss_obj: 0.4318, loss: 2.1783 2023-02-24 08:45:19,890 - mmdet - INFO - Epoch [31][900/1111] lr: 9.802e-03, eta: 2 days, 3:24:05, time: 0.636, data_time: 0.032, memory: 27318, loss_cls: 0.4021, loss_bbox: 1.3410, loss_obj: 0.4417, loss: 2.1848 2023-02-24 08:45:50,532 - mmdet - INFO - Epoch [31][950/1111] lr: 9.802e-03, eta: 2 days, 3:23:32, time: 0.613, data_time: 0.027, memory: 27318, loss_cls: 0.4002, loss_bbox: 1.3355, loss_obj: 0.4153, loss: 2.1510 2023-02-24 08:46:17,526 - mmdet - INFO - Epoch [31][1000/1111] lr: 9.801e-03, eta: 2 days, 3:22:27, time: 0.540, data_time: 0.039, memory: 27318, loss_cls: 0.4117, loss_bbox: 1.3946, loss_obj: 0.4473, loss: 2.2536 2023-02-24 08:46:48,477 - mmdet - INFO - Epoch [31][1050/1111] lr: 9.800e-03, eta: 2 days, 3:21:56, time: 0.619, data_time: 0.031, memory: 27318, loss_cls: 0.4018, loss_bbox: 1.3417, loss_obj: 0.4384, loss: 2.1819 2023-02-24 08:47:21,338 - mmdet - INFO - Epoch [31][1100/1111] lr: 9.799e-03, eta: 2 days, 3:21:42, time: 0.657, data_time: 0.025, memory: 27318, loss_cls: 0.4012, loss_bbox: 1.3329, loss_obj: 0.4666, loss: 2.2007 2023-02-24 08:48:18,251 - mmdet - INFO - Epoch [32][50/1111] lr: 9.799e-03, eta: 2 days, 3:22:50, time: 1.001, data_time: 0.290, memory: 27318, loss_cls: 0.3968, loss_bbox: 1.3117, loss_obj: 0.4398, loss: 2.1483 2023-02-24 08:48:47,060 - mmdet - INFO - Epoch [32][100/1111] lr: 9.798e-03, eta: 2 days, 3:22:01, time: 0.576, data_time: 0.031, memory: 27318, loss_cls: 0.3991, loss_bbox: 1.3325, loss_obj: 0.4364, loss: 2.1680 2023-02-24 08:49:18,292 - mmdet - INFO - Epoch [32][150/1111] lr: 9.797e-03, eta: 2 days, 3:21:33, time: 0.625, data_time: 0.027, memory: 27318, loss_cls: 0.3998, loss_bbox: 1.3243, loss_obj: 0.4399, loss: 2.1641 2023-02-24 08:49:46,542 - mmdet - INFO - Epoch [32][200/1111] lr: 9.797e-03, eta: 2 days, 3:20:38, time: 0.565, data_time: 0.033, memory: 27318, loss_cls: 0.4049, loss_bbox: 1.3575, loss_obj: 0.4363, loss: 2.1987 2023-02-24 08:50:15,017 - mmdet - INFO - Epoch [32][250/1111] lr: 9.796e-03, eta: 2 days, 3:19:46, time: 0.569, data_time: 0.032, memory: 27318, loss_cls: 0.3988, loss_bbox: 1.3248, loss_obj: 0.4344, loss: 2.1580 2023-02-24 08:50:47,575 - mmdet - INFO - Epoch [32][300/1111] lr: 9.795e-03, eta: 2 days, 3:19:29, time: 0.651, data_time: 0.022, memory: 27318, loss_cls: 0.4014, loss_bbox: 1.3360, loss_obj: 0.4445, loss: 2.1819 2023-02-24 08:51:17,952 - mmdet - INFO - Epoch [32][350/1111] lr: 9.794e-03, eta: 2 days, 3:18:53, time: 0.607, data_time: 0.034, memory: 27318, loss_cls: 0.4066, loss_bbox: 1.3671, loss_obj: 0.4488, loss: 2.2225 2023-02-24 08:51:44,074 - mmdet - INFO - Epoch [32][400/1111] lr: 9.794e-03, eta: 2 days, 3:17:41, time: 0.522, data_time: 0.038, memory: 27318, loss_cls: 0.4002, loss_bbox: 1.3432, loss_obj: 0.4240, loss: 2.1675 2023-02-24 08:52:16,942 - mmdet - INFO - Epoch [32][450/1111] lr: 9.793e-03, eta: 2 days, 3:17:26, time: 0.657, data_time: 0.026, memory: 27318, loss_cls: 0.4003, loss_bbox: 1.3259, loss_obj: 0.4382, loss: 2.1644 2023-02-24 08:52:44,380 - mmdet - INFO - Epoch [32][500/1111] lr: 9.792e-03, eta: 2 days, 3:16:26, time: 0.549, data_time: 0.031, memory: 27318, loss_cls: 0.4041, loss_bbox: 1.3532, loss_obj: 0.4499, loss: 2.2073 2023-02-24 08:53:15,350 - mmdet - INFO - Epoch [32][550/1111] lr: 9.792e-03, eta: 2 days, 3:15:55, time: 0.619, data_time: 0.028, memory: 27318, loss_cls: 0.3975, loss_bbox: 1.3227, loss_obj: 0.4384, loss: 2.1587 2023-02-24 08:53:48,186 - mmdet - INFO - Epoch [32][600/1111] lr: 9.791e-03, eta: 2 days, 3:15:40, time: 0.657, data_time: 0.026, memory: 27318, loss_cls: 0.4021, loss_bbox: 1.3329, loss_obj: 0.4413, loss: 2.1763 2023-02-24 08:54:18,005 - mmdet - INFO - Epoch [32][650/1111] lr: 9.790e-03, eta: 2 days, 3:15:00, time: 0.596, data_time: 0.031, memory: 27318, loss_cls: 0.3990, loss_bbox: 1.3269, loss_obj: 0.4435, loss: 2.1694 2023-02-24 08:54:46,189 - mmdet - INFO - Epoch [32][700/1111] lr: 9.790e-03, eta: 2 days, 3:14:06, time: 0.564, data_time: 0.031, memory: 27318, loss_cls: 0.4008, loss_bbox: 1.3413, loss_obj: 0.4330, loss: 2.1751 2023-02-24 08:55:14,184 - mmdet - INFO - Epoch [32][750/1111] lr: 9.789e-03, eta: 2 days, 3:13:10, time: 0.560, data_time: 0.031, memory: 27318, loss_cls: 0.3985, loss_bbox: 1.3272, loss_obj: 0.4316, loss: 2.1573 2023-02-24 08:55:44,978 - mmdet - INFO - Epoch [32][800/1111] lr: 9.788e-03, eta: 2 days, 3:12:38, time: 0.616, data_time: 0.032, memory: 27318, loss_cls: 0.4023, loss_bbox: 1.3417, loss_obj: 0.4475, loss: 2.1914 2023-02-24 08:56:16,764 - mmdet - INFO - Epoch [32][850/1111] lr: 9.787e-03, eta: 2 days, 3:12:14, time: 0.636, data_time: 0.027, memory: 27318, loss_cls: 0.4041, loss_bbox: 1.3520, loss_obj: 0.4580, loss: 2.2141 2023-02-24 08:56:48,049 - mmdet - INFO - Epoch [32][900/1111] lr: 9.787e-03, eta: 2 days, 3:11:46, time: 0.626, data_time: 0.028, memory: 27318, loss_cls: 0.3975, loss_bbox: 1.3228, loss_obj: 0.4452, loss: 2.1656 2023-02-24 08:57:18,507 - mmdet - INFO - Epoch [32][950/1111] lr: 9.786e-03, eta: 2 days, 3:11:11, time: 0.609, data_time: 0.034, memory: 27318, loss_cls: 0.3995, loss_bbox: 1.3325, loss_obj: 0.4265, loss: 2.1585 2023-02-24 08:57:45,922 - mmdet - INFO - Epoch [32][1000/1111] lr: 9.785e-03, eta: 2 days, 3:10:11, time: 0.548, data_time: 0.038, memory: 27318, loss_cls: 0.4083, loss_bbox: 1.3733, loss_obj: 0.4428, loss: 2.2245 2023-02-24 08:58:19,019 - mmdet - INFO - Epoch [32][1050/1111] lr: 9.785e-03, eta: 2 days, 3:09:58, time: 0.662, data_time: 0.029, memory: 27318, loss_cls: 0.4032, loss_bbox: 1.3428, loss_obj: 0.4399, loss: 2.1859 2023-02-24 08:58:52,932 - mmdet - INFO - Epoch [32][1100/1111] lr: 9.784e-03, eta: 2 days, 3:09:52, time: 0.678, data_time: 0.026, memory: 27318, loss_cls: 0.4020, loss_bbox: 1.3327, loss_obj: 0.4587, loss: 2.1934 2023-02-24 08:59:50,582 - mmdet - INFO - Epoch [33][50/1111] lr: 9.783e-03, eta: 2 days, 3:10:52, time: 0.989, data_time: 0.270, memory: 27318, loss_cls: 0.4036, loss_bbox: 1.3468, loss_obj: 0.4542, loss: 2.2045 2023-02-24 09:00:19,568 - mmdet - INFO - Epoch [33][100/1111] lr: 9.782e-03, eta: 2 days, 3:10:05, time: 0.580, data_time: 0.030, memory: 27318, loss_cls: 0.4028, loss_bbox: 1.3431, loss_obj: 0.4358, loss: 2.1817 2023-02-24 09:00:52,347 - mmdet - INFO - Epoch [33][150/1111] lr: 9.782e-03, eta: 2 days, 3:09:49, time: 0.655, data_time: 0.028, memory: 27318, loss_cls: 0.4010, loss_bbox: 1.3331, loss_obj: 0.4472, loss: 2.1812 2023-02-24 09:01:20,982 - mmdet - INFO - Epoch [33][200/1111] lr: 9.781e-03, eta: 2 days, 3:08:59, time: 0.573, data_time: 0.032, memory: 27318, loss_cls: 0.4015, loss_bbox: 1.3467, loss_obj: 0.4451, loss: 2.1934 2023-02-24 09:01:50,884 - mmdet - INFO - Epoch [33][250/1111] lr: 9.780e-03, eta: 2 days, 3:08:20, time: 0.598, data_time: 0.028, memory: 27318, loss_cls: 0.3995, loss_bbox: 1.3287, loss_obj: 0.4488, loss: 2.1770 2023-02-24 09:02:20,189 - mmdet - INFO - Epoch [33][300/1111] lr: 9.779e-03, eta: 2 days, 3:07:35, time: 0.586, data_time: 0.033, memory: 27318, loss_cls: 0.4065, loss_bbox: 1.3647, loss_obj: 0.4452, loss: 2.2164 2023-02-24 09:02:53,506 - mmdet - INFO - Epoch [33][350/1111] lr: 9.779e-03, eta: 2 days, 3:07:24, time: 0.666, data_time: 0.025, memory: 27318, loss_cls: 0.4004, loss_bbox: 1.3236, loss_obj: 0.4368, loss: 2.1607 2023-02-24 09:03:28,265 - mmdet - INFO - Epoch [33][400/1111] lr: 9.778e-03, eta: 2 days, 3:07:24, time: 0.695, data_time: 0.027, memory: 27318, loss_cls: 0.4003, loss_bbox: 1.3299, loss_obj: 0.4612, loss: 2.1914 2023-02-24 09:04:01,539 - mmdet - INFO - Epoch [33][450/1111] lr: 9.777e-03, eta: 2 days, 3:07:13, time: 0.665, data_time: 0.028, memory: 27318, loss_cls: 0.4014, loss_bbox: 1.3334, loss_obj: 0.4742, loss: 2.2090 2023-02-24 09:04:34,410 - mmdet - INFO - Epoch [33][500/1111] lr: 9.776e-03, eta: 2 days, 3:06:57, time: 0.657, data_time: 0.030, memory: 27318, loss_cls: 0.4024, loss_bbox: 1.3407, loss_obj: 0.4397, loss: 2.1827 2023-02-24 09:05:05,224 - mmdet - INFO - Epoch [33][550/1111] lr: 9.776e-03, eta: 2 days, 3:06:25, time: 0.616, data_time: 0.025, memory: 27318, loss_cls: 0.3975, loss_bbox: 1.3146, loss_obj: 0.4279, loss: 2.1399 2023-02-24 09:05:35,463 - mmdet - INFO - Epoch [33][600/1111] lr: 9.775e-03, eta: 2 days, 3:05:48, time: 0.605, data_time: 0.032, memory: 27318, loss_cls: 0.4050, loss_bbox: 1.3512, loss_obj: 0.4264, loss: 2.1826 2023-02-24 09:06:02,838 - mmdet - INFO - Epoch [33][650/1111] lr: 9.774e-03, eta: 2 days, 3:04:48, time: 0.547, data_time: 0.030, memory: 27318, loss_cls: 0.4015, loss_bbox: 1.3444, loss_obj: 0.4312, loss: 2.1771 2023-02-24 09:06:32,456 - mmdet - INFO - Epoch [33][700/1111] lr: 9.774e-03, eta: 2 days, 3:04:06, time: 0.592, data_time: 0.030, memory: 27318, loss_cls: 0.4035, loss_bbox: 1.3500, loss_obj: 0.4344, loss: 2.1879 2023-02-24 09:07:01,275 - mmdet - INFO - Epoch [33][750/1111] lr: 9.773e-03, eta: 2 days, 3:03:18, time: 0.576, data_time: 0.032, memory: 27318, loss_cls: 0.3993, loss_bbox: 1.3272, loss_obj: 0.4174, loss: 2.1439 2023-02-24 09:07:31,839 - mmdet - INFO - Epoch [33][800/1111] lr: 9.772e-03, eta: 2 days, 3:02:44, time: 0.611, data_time: 0.033, memory: 27318, loss_cls: 0.3976, loss_bbox: 1.3185, loss_obj: 0.4277, loss: 2.1438 2023-02-24 09:08:02,995 - mmdet - INFO - Epoch [33][850/1111] lr: 9.771e-03, eta: 2 days, 3:02:15, time: 0.623, data_time: 0.029, memory: 27318, loss_cls: 0.4021, loss_bbox: 1.3460, loss_obj: 0.4522, loss: 2.2002 2023-02-24 09:08:35,947 - mmdet - INFO - Epoch [33][900/1111] lr: 9.771e-03, eta: 2 days, 3:02:00, time: 0.659, data_time: 0.027, memory: 27318, loss_cls: 0.4015, loss_bbox: 1.3312, loss_obj: 0.4414, loss: 2.1741 2023-02-24 09:09:06,993 - mmdet - INFO - Epoch [33][950/1111] lr: 9.770e-03, eta: 2 days, 3:01:30, time: 0.621, data_time: 0.035, memory: 27318, loss_cls: 0.3948, loss_bbox: 1.3057, loss_obj: 0.4297, loss: 2.1302 2023-02-24 09:09:35,459 - mmdet - INFO - Epoch [33][1000/1111] lr: 9.769e-03, eta: 2 days, 3:00:39, time: 0.569, data_time: 0.025, memory: 27318, loss_cls: 0.3974, loss_bbox: 1.3332, loss_obj: 0.4449, loss: 2.1755 2023-02-24 09:10:10,678 - mmdet - INFO - Epoch [33][1050/1111] lr: 9.768e-03, eta: 2 days, 3:00:43, time: 0.704, data_time: 0.027, memory: 27318, loss_cls: 0.3991, loss_bbox: 1.3177, loss_obj: 0.4531, loss: 2.1699 2023-02-24 09:10:39,897 - mmdet - INFO - Epoch [33][1100/1111] lr: 9.768e-03, eta: 2 days, 2:59:58, time: 0.584, data_time: 0.023, memory: 27318, loss_cls: 0.4000, loss_bbox: 1.3314, loss_obj: 0.4333, loss: 2.1647 2023-02-24 09:11:35,917 - mmdet - INFO - Epoch [34][50/1111] lr: 9.767e-03, eta: 2 days, 3:01:04, time: 1.014, data_time: 0.267, memory: 27318, loss_cls: 0.3978, loss_bbox: 1.3165, loss_obj: 0.4386, loss: 2.1528 2023-02-24 09:12:09,219 - mmdet - INFO - Epoch [34][100/1111] lr: 9.766e-03, eta: 2 days, 3:00:52, time: 0.666, data_time: 0.025, memory: 27318, loss_cls: 0.3979, loss_bbox: 1.3203, loss_obj: 0.4394, loss: 2.1576 2023-02-24 09:12:42,290 - mmdet - INFO - Epoch [34][150/1111] lr: 9.765e-03, eta: 2 days, 3:00:38, time: 0.661, data_time: 0.029, memory: 27318, loss_cls: 0.3954, loss_bbox: 1.3075, loss_obj: 0.4379, loss: 2.1408 2023-02-24 09:13:12,193 - mmdet - INFO - Epoch [34][200/1111] lr: 9.765e-03, eta: 2 days, 2:59:59, time: 0.598, data_time: 0.030, memory: 27318, loss_cls: 0.4025, loss_bbox: 1.3469, loss_obj: 0.4460, loss: 2.1955 2023-02-24 09:13:40,525 - mmdet - INFO - Epoch [34][250/1111] lr: 9.764e-03, eta: 2 days, 2:59:06, time: 0.567, data_time: 0.031, memory: 27318, loss_cls: 0.4051, loss_bbox: 1.3619, loss_obj: 0.4545, loss: 2.2216 2023-02-24 09:14:09,323 - mmdet - INFO - Epoch [34][300/1111] lr: 9.763e-03, eta: 2 days, 2:58:18, time: 0.576, data_time: 0.033, memory: 27318, loss_cls: 0.4024, loss_bbox: 1.3441, loss_obj: 0.4290, loss: 2.1755 2023-02-24 09:14:43,449 - mmdet - INFO - Epoch [34][350/1111] lr: 9.762e-03, eta: 2 days, 2:58:12, time: 0.682, data_time: 0.028, memory: 27318, loss_cls: 0.3943, loss_bbox: 1.2953, loss_obj: 0.4243, loss: 2.1139 2023-02-24 09:15:18,205 - mmdet - INFO - Epoch [34][400/1111] lr: 9.762e-03, eta: 2 days, 2:58:12, time: 0.695, data_time: 0.026, memory: 27318, loss_cls: 0.3927, loss_bbox: 1.2913, loss_obj: 0.4429, loss: 2.1268 2023-02-24 09:15:48,762 - mmdet - INFO - Epoch [34][450/1111] lr: 9.761e-03, eta: 2 days, 2:57:37, time: 0.611, data_time: 0.030, memory: 27318, loss_cls: 0.3949, loss_bbox: 1.3035, loss_obj: 0.4315, loss: 2.1299 2023-02-24 09:16:16,026 - mmdet - INFO - Epoch [34][500/1111] lr: 9.760e-03, eta: 2 days, 2:56:37, time: 0.546, data_time: 0.034, memory: 27318, loss_cls: 0.4014, loss_bbox: 1.3436, loss_obj: 0.4391, loss: 2.1841 2023-02-24 09:16:42,773 - mmdet - INFO - Epoch [34][550/1111] lr: 9.759e-03, eta: 2 days, 2:55:32, time: 0.535, data_time: 0.032, memory: 27318, loss_cls: 0.3971, loss_bbox: 1.3189, loss_obj: 0.4194, loss: 2.1354 2023-02-24 09:17:17,780 - mmdet - INFO - Epoch [34][600/1111] lr: 9.759e-03, eta: 2 days, 2:55:34, time: 0.700, data_time: 0.027, memory: 27318, loss_cls: 0.4011, loss_bbox: 1.3310, loss_obj: 0.4357, loss: 2.1678 2023-02-24 09:17:45,715 - mmdet - INFO - Epoch [34][650/1111] lr: 9.758e-03, eta: 2 days, 2:54:39, time: 0.559, data_time: 0.031, memory: 27318, loss_cls: 0.3993, loss_bbox: 1.3315, loss_obj: 0.4330, loss: 2.1637 2023-02-24 09:18:14,481 - mmdet - INFO - Epoch [34][700/1111] lr: 9.757e-03, eta: 2 days, 2:53:50, time: 0.575, data_time: 0.033, memory: 27318, loss_cls: 0.3985, loss_bbox: 1.3342, loss_obj: 0.4379, loss: 2.1706 2023-02-24 09:18:39,972 - mmdet - INFO - Epoch [34][750/1111] lr: 9.756e-03, eta: 2 days, 2:52:36, time: 0.510, data_time: 0.033, memory: 27318, loss_cls: 0.4008, loss_bbox: 1.3369, loss_obj: 0.4113, loss: 2.1491 2023-02-24 09:19:08,670 - mmdet - INFO - Epoch [34][800/1111] lr: 9.756e-03, eta: 2 days, 2:51:47, time: 0.574, data_time: 0.031, memory: 27318, loss_cls: 0.3982, loss_bbox: 1.3230, loss_obj: 0.4221, loss: 2.1434 2023-02-24 09:19:38,654 - mmdet - INFO - Epoch [34][850/1111] lr: 9.755e-03, eta: 2 days, 2:51:09, time: 0.600, data_time: 0.029, memory: 27318, loss_cls: 0.3936, loss_bbox: 1.3063, loss_obj: 0.4325, loss: 2.1324 2023-02-24 09:20:06,528 - mmdet - INFO - Epoch [34][900/1111] lr: 9.754e-03, eta: 2 days, 2:50:13, time: 0.557, data_time: 0.034, memory: 27318, loss_cls: 0.4010, loss_bbox: 1.3403, loss_obj: 0.4241, loss: 2.1654 2023-02-24 09:20:38,203 - mmdet - INFO - Epoch [34][950/1111] lr: 9.753e-03, eta: 2 days, 2:49:48, time: 0.634, data_time: 0.028, memory: 27318, loss_cls: 0.3953, loss_bbox: 1.3011, loss_obj: 0.4177, loss: 2.1141 2023-02-24 09:21:06,958 - mmdet - INFO - Epoch [34][1000/1111] lr: 9.752e-03, eta: 2 days, 2:49:00, time: 0.575, data_time: 0.029, memory: 27318, loss_cls: 0.3989, loss_bbox: 1.3292, loss_obj: 0.4402, loss: 2.1683 2023-02-24 09:21:38,355 - mmdet - INFO - Epoch [34][1050/1111] lr: 9.752e-03, eta: 2 days, 2:48:33, time: 0.628, data_time: 0.029, memory: 27318, loss_cls: 0.3980, loss_bbox: 1.3186, loss_obj: 0.4290, loss: 2.1456 2023-02-24 09:22:07,314 - mmdet - INFO - Epoch [34][1100/1111] lr: 9.751e-03, eta: 2 days, 2:47:46, time: 0.579, data_time: 0.026, memory: 27318, loss_cls: 0.4029, loss_bbox: 1.3468, loss_obj: 0.4411, loss: 2.1909 2023-02-24 09:23:00,242 - mmdet - INFO - Epoch [35][50/1111] lr: 9.750e-03, eta: 2 days, 2:48:26, time: 0.952, data_time: 0.266, memory: 27318, loss_cls: 0.3986, loss_bbox: 1.3241, loss_obj: 0.4314, loss: 2.1541 2023-02-24 09:23:34,433 - mmdet - INFO - Epoch [35][100/1111] lr: 9.749e-03, eta: 2 days, 2:48:20, time: 0.684, data_time: 0.025, memory: 27318, loss_cls: 0.3958, loss_bbox: 1.3084, loss_obj: 0.4475, loss: 2.1517 2023-02-24 09:24:05,108 - mmdet - INFO - Epoch [35][150/1111] lr: 9.748e-03, eta: 2 days, 2:47:47, time: 0.614, data_time: 0.034, memory: 27318, loss_cls: 0.4009, loss_bbox: 1.3360, loss_obj: 0.4379, loss: 2.1748 2023-02-24 09:24:40,795 - mmdet - INFO - Epoch [35][200/1111] lr: 9.748e-03, eta: 2 days, 2:47:53, time: 0.714, data_time: 0.024, memory: 27318, loss_cls: 0.3965, loss_bbox: 1.3113, loss_obj: 0.4386, loss: 2.1464 2023-02-24 09:25:10,007 - mmdet - INFO - Epoch [35][250/1111] lr: 9.747e-03, eta: 2 days, 2:47:08, time: 0.584, data_time: 0.029, memory: 27318, loss_cls: 0.4028, loss_bbox: 1.3447, loss_obj: 0.4422, loss: 2.1897 2023-02-24 09:25:36,421 - mmdet - INFO - Epoch [35][300/1111] lr: 9.746e-03, eta: 2 days, 2:46:02, time: 0.528, data_time: 0.036, memory: 27318, loss_cls: 0.4060, loss_bbox: 1.3730, loss_obj: 0.4413, loss: 2.2203 2023-02-24 09:26:07,427 - mmdet - INFO - Epoch [35][350/1111] lr: 9.745e-03, eta: 2 days, 2:45:31, time: 0.620, data_time: 0.030, memory: 27318, loss_cls: 0.3977, loss_bbox: 1.3178, loss_obj: 0.4391, loss: 2.1546 2023-02-24 09:26:40,540 - mmdet - INFO - Epoch [35][400/1111] lr: 9.745e-03, eta: 2 days, 2:45:17, time: 0.662, data_time: 0.028, memory: 27318, loss_cls: 0.3980, loss_bbox: 1.3146, loss_obj: 0.4107, loss: 2.1234 2023-02-24 09:27:09,706 - mmdet - INFO - Epoch [35][450/1111] lr: 9.744e-03, eta: 2 days, 2:44:32, time: 0.583, data_time: 0.038, memory: 27318, loss_cls: 0.4010, loss_bbox: 1.3407, loss_obj: 0.4409, loss: 2.1827 2023-02-24 09:27:39,909 - mmdet - INFO - Epoch [35][500/1111] lr: 9.743e-03, eta: 2 days, 2:43:56, time: 0.604, data_time: 0.029, memory: 27318, loss_cls: 0.3951, loss_bbox: 1.3136, loss_obj: 0.4252, loss: 2.1339 2023-02-24 09:28:13,806 - mmdet - INFO - Epoch [35][550/1111] lr: 9.742e-03, eta: 2 days, 2:43:47, time: 0.678, data_time: 0.028, memory: 27318, loss_cls: 0.3891, loss_bbox: 1.2725, loss_obj: 0.4070, loss: 2.0686 2023-02-24 09:28:46,243 - mmdet - INFO - Epoch [35][600/1111] lr: 9.741e-03, eta: 2 days, 2:43:28, time: 0.648, data_time: 0.029, memory: 27318, loss_cls: 0.3976, loss_bbox: 1.3176, loss_obj: 0.4343, loss: 2.1495 2023-02-24 09:29:17,646 - mmdet - INFO - Epoch [35][650/1111] lr: 9.741e-03, eta: 2 days, 2:43:00, time: 0.628, data_time: 0.028, memory: 27318, loss_cls: 0.3958, loss_bbox: 1.3081, loss_obj: 0.4220, loss: 2.1259 2023-02-24 09:29:47,034 - mmdet - INFO - Epoch [35][700/1111] lr: 9.740e-03, eta: 2 days, 2:42:17, time: 0.588, data_time: 0.033, memory: 27318, loss_cls: 0.3995, loss_bbox: 1.3297, loss_obj: 0.4328, loss: 2.1620 2023-02-24 09:30:17,098 - mmdet - INFO - Epoch [35][750/1111] lr: 9.739e-03, eta: 2 days, 2:41:39, time: 0.601, data_time: 0.032, memory: 27318, loss_cls: 0.4025, loss_bbox: 1.3413, loss_obj: 0.4305, loss: 2.1743 2023-02-24 09:30:49,330 - mmdet - INFO - Epoch [35][800/1111] lr: 9.738e-03, eta: 2 days, 2:41:18, time: 0.645, data_time: 0.027, memory: 27318, loss_cls: 0.3972, loss_bbox: 1.3106, loss_obj: 0.4360, loss: 2.1438 2023-02-24 09:31:19,894 - mmdet - INFO - Epoch [35][850/1111] lr: 9.738e-03, eta: 2 days, 2:40:44, time: 0.611, data_time: 0.025, memory: 27318, loss_cls: 0.3964, loss_bbox: 1.3106, loss_obj: 0.4394, loss: 2.1464 2023-02-24 09:31:52,322 - mmdet - INFO - Epoch [35][900/1111] lr: 9.737e-03, eta: 2 days, 2:40:24, time: 0.649, data_time: 0.029, memory: 27318, loss_cls: 0.3938, loss_bbox: 1.2930, loss_obj: 0.4327, loss: 2.1194 2023-02-24 09:32:23,297 - mmdet - INFO - Epoch [35][950/1111] lr: 9.736e-03, eta: 2 days, 2:39:53, time: 0.619, data_time: 0.026, memory: 27318, loss_cls: 0.3943, loss_bbox: 1.3023, loss_obj: 0.4213, loss: 2.1179 2023-02-24 09:32:53,285 - mmdet - INFO - Epoch [35][1000/1111] lr: 9.735e-03, eta: 2 days, 2:39:15, time: 0.600, data_time: 0.032, memory: 27318, loss_cls: 0.3952, loss_bbox: 1.3147, loss_obj: 0.4342, loss: 2.1441 2023-02-24 09:33:26,202 - mmdet - INFO - Epoch [35][1050/1111] lr: 9.734e-03, eta: 2 days, 2:38:59, time: 0.658, data_time: 0.026, memory: 27318, loss_cls: 0.3957, loss_bbox: 1.3071, loss_obj: 0.4289, loss: 2.1317 2023-02-24 09:33:54,884 - mmdet - INFO - Epoch [35][1100/1111] lr: 9.734e-03, eta: 2 days, 2:38:11, time: 0.574, data_time: 0.024, memory: 27318, loss_cls: 0.3920, loss_bbox: 1.2985, loss_obj: 0.4396, loss: 2.1302 2023-02-24 09:34:47,492 - mmdet - INFO - Epoch [36][50/1111] lr: 9.733e-03, eta: 2 days, 2:38:29, time: 0.903, data_time: 0.268, memory: 27318, loss_cls: 0.3998, loss_bbox: 1.3340, loss_obj: 0.4314, loss: 2.1652 2023-02-24 09:35:15,380 - mmdet - INFO - Epoch [36][100/1111] lr: 9.732e-03, eta: 2 days, 2:37:35, time: 0.558, data_time: 0.029, memory: 27318, loss_cls: 0.3994, loss_bbox: 1.3297, loss_obj: 0.4346, loss: 2.1636 2023-02-24 09:35:44,245 - mmdet - INFO - Epoch [36][150/1111] lr: 9.731e-03, eta: 2 days, 2:36:48, time: 0.577, data_time: 0.034, memory: 27318, loss_cls: 0.4063, loss_bbox: 1.3671, loss_obj: 0.4499, loss: 2.2233 2023-02-24 09:36:14,401 - mmdet - INFO - Epoch [36][200/1111] lr: 9.730e-03, eta: 2 days, 2:36:11, time: 0.603, data_time: 0.030, memory: 27318, loss_cls: 0.3940, loss_bbox: 1.2972, loss_obj: 0.4286, loss: 2.1198 2023-02-24 09:36:44,684 - mmdet - INFO - Epoch [36][250/1111] lr: 9.729e-03, eta: 2 days, 2:35:35, time: 0.606, data_time: 0.028, memory: 27318, loss_cls: 0.3907, loss_bbox: 1.2855, loss_obj: 0.4176, loss: 2.0938 2023-02-24 09:37:13,607 - mmdet - INFO - Epoch [36][300/1111] lr: 9.729e-03, eta: 2 days, 2:34:49, time: 0.578, data_time: 0.031, memory: 27318, loss_cls: 0.3950, loss_bbox: 1.3044, loss_obj: 0.4284, loss: 2.1278 2023-02-24 09:37:40,882 - mmdet - INFO - Epoch [36][350/1111] lr: 9.728e-03, eta: 2 days, 2:33:50, time: 0.545, data_time: 0.033, memory: 27318, loss_cls: 0.3985, loss_bbox: 1.3277, loss_obj: 0.4300, loss: 2.1562 2023-02-24 09:38:11,775 - mmdet - INFO - Epoch [36][400/1111] lr: 9.727e-03, eta: 2 days, 2:33:19, time: 0.618, data_time: 0.032, memory: 27318, loss_cls: 0.3948, loss_bbox: 1.3015, loss_obj: 0.4182, loss: 2.1145 2023-02-24 09:38:37,879 - mmdet - INFO - Epoch [36][450/1111] lr: 9.726e-03, eta: 2 days, 2:32:11, time: 0.522, data_time: 0.036, memory: 27318, loss_cls: 0.4015, loss_bbox: 1.3526, loss_obj: 0.4330, loss: 2.1871 2023-02-24 09:39:05,775 - mmdet - INFO - Epoch [36][500/1111] lr: 9.725e-03, eta: 2 days, 2:31:18, time: 0.558, data_time: 0.036, memory: 27318, loss_cls: 0.4033, loss_bbox: 1.3546, loss_obj: 0.4324, loss: 2.1902 2023-02-24 09:39:33,362 - mmdet - INFO - Epoch [36][550/1111] lr: 9.725e-03, eta: 2 days, 2:30:22, time: 0.552, data_time: 0.035, memory: 27318, loss_cls: 0.4037, loss_bbox: 1.3508, loss_obj: 0.4273, loss: 2.1818 2023-02-24 09:40:02,538 - mmdet - INFO - Epoch [36][600/1111] lr: 9.724e-03, eta: 2 days, 2:29:38, time: 0.584, data_time: 0.029, memory: 27318, loss_cls: 0.3980, loss_bbox: 1.3222, loss_obj: 0.4202, loss: 2.1404 2023-02-24 09:40:32,857 - mmdet - INFO - Epoch [36][650/1111] lr: 9.723e-03, eta: 2 days, 2:29:02, time: 0.606, data_time: 0.026, memory: 27318, loss_cls: 0.4025, loss_bbox: 1.3462, loss_obj: 0.4366, loss: 2.1853 2023-02-24 09:41:05,064 - mmdet - INFO - Epoch [36][700/1111] lr: 9.722e-03, eta: 2 days, 2:28:41, time: 0.644, data_time: 0.030, memory: 27318, loss_cls: 0.3961, loss_bbox: 1.3088, loss_obj: 0.4229, loss: 2.1278 2023-02-24 09:41:34,969 - mmdet - INFO - Epoch [36][750/1111] lr: 9.721e-03, eta: 2 days, 2:28:02, time: 0.598, data_time: 0.030, memory: 27318, loss_cls: 0.4028, loss_bbox: 1.3517, loss_obj: 0.4450, loss: 2.1995 2023-02-24 09:42:01,763 - mmdet - INFO - Epoch [36][800/1111] lr: 9.721e-03, eta: 2 days, 2:27:01, time: 0.536, data_time: 0.034, memory: 27318, loss_cls: 0.3968, loss_bbox: 1.3252, loss_obj: 0.4346, loss: 2.1566 2023-02-24 09:42:32,772 - mmdet - INFO - Epoch [36][850/1111] lr: 9.720e-03, eta: 2 days, 2:26:30, time: 0.620, data_time: 0.026, memory: 27318, loss_cls: 0.3974, loss_bbox: 1.3169, loss_obj: 0.4292, loss: 2.1435 2023-02-24 09:43:04,476 - mmdet - INFO - Epoch [36][900/1111] lr: 9.719e-03, eta: 2 days, 2:26:05, time: 0.634, data_time: 0.033, memory: 27318, loss_cls: 0.3939, loss_bbox: 1.2965, loss_obj: 0.4132, loss: 2.1037 2023-02-24 09:43:39,672 - mmdet - INFO - Epoch [36][950/1111] lr: 9.718e-03, eta: 2 days, 2:26:05, time: 0.704, data_time: 0.025, memory: 27318, loss_cls: 0.3973, loss_bbox: 1.3126, loss_obj: 0.4466, loss: 2.1565 2023-02-24 09:44:10,925 - mmdet - INFO - Epoch [36][1000/1111] lr: 9.717e-03, eta: 2 days, 2:25:37, time: 0.625, data_time: 0.028, memory: 27318, loss_cls: 0.3913, loss_bbox: 1.2865, loss_obj: 0.4105, loss: 2.0883 2023-02-24 09:44:42,617 - mmdet - INFO - Epoch [36][1050/1111] lr: 9.717e-03, eta: 2 days, 2:25:12, time: 0.634, data_time: 0.030, memory: 27318, loss_cls: 0.3948, loss_bbox: 1.3045, loss_obj: 0.4252, loss: 2.1246 2023-02-24 09:45:15,855 - mmdet - INFO - Epoch [36][1100/1111] lr: 9.716e-03, eta: 2 days, 2:24:58, time: 0.665, data_time: 0.025, memory: 27318, loss_cls: 0.3962, loss_bbox: 1.3115, loss_obj: 0.4375, loss: 2.1452 2023-02-24 09:46:07,925 - mmdet - INFO - Epoch [37][50/1111] lr: 9.715e-03, eta: 2 days, 2:25:15, time: 0.906, data_time: 0.279, memory: 27318, loss_cls: 0.3950, loss_bbox: 1.3165, loss_obj: 0.4182, loss: 2.1297 2023-02-24 09:46:40,889 - mmdet - INFO - Epoch [37][100/1111] lr: 9.714e-03, eta: 2 days, 2:24:59, time: 0.659, data_time: 0.031, memory: 27318, loss_cls: 0.3904, loss_bbox: 1.2852, loss_obj: 0.4251, loss: 2.1007 2023-02-24 09:47:10,829 - mmdet - INFO - Epoch [37][150/1111] lr: 9.713e-03, eta: 2 days, 2:24:21, time: 0.599, data_time: 0.025, memory: 27318, loss_cls: 0.3932, loss_bbox: 1.3121, loss_obj: 0.4452, loss: 2.1505 2023-02-24 09:47:43,903 - mmdet - INFO - Epoch [37][200/1111] lr: 9.712e-03, eta: 2 days, 2:24:05, time: 0.661, data_time: 0.025, memory: 27318, loss_cls: 0.3919, loss_bbox: 1.2879, loss_obj: 0.4334, loss: 2.1132 2023-02-24 09:48:11,047 - mmdet - INFO - Epoch [37][250/1111] lr: 9.711e-03, eta: 2 days, 2:23:06, time: 0.543, data_time: 0.038, memory: 27318, loss_cls: 0.3965, loss_bbox: 1.3195, loss_obj: 0.4282, loss: 2.1441 2023-02-24 09:48:39,624 - mmdet - INFO - Epoch [37][300/1111] lr: 9.711e-03, eta: 2 days, 2:22:18, time: 0.572, data_time: 0.033, memory: 27318, loss_cls: 0.4012, loss_bbox: 1.3365, loss_obj: 0.4278, loss: 2.1655 2023-02-24 09:49:12,882 - mmdet - INFO - Epoch [37][350/1111] lr: 9.710e-03, eta: 2 days, 2:22:04, time: 0.665, data_time: 0.025, memory: 27318, loss_cls: 0.3947, loss_bbox: 1.2989, loss_obj: 0.4326, loss: 2.1262 2023-02-24 09:49:45,490 - mmdet - INFO - Epoch [37][400/1111] lr: 9.709e-03, eta: 2 days, 2:21:45, time: 0.652, data_time: 0.027, memory: 27318, loss_cls: 0.3883, loss_bbox: 1.2766, loss_obj: 0.4090, loss: 2.0739 2023-02-24 09:50:17,218 - mmdet - INFO - Epoch [37][450/1111] lr: 9.708e-03, eta: 2 days, 2:21:20, time: 0.635, data_time: 0.029, memory: 27318, loss_cls: 0.3962, loss_bbox: 1.3096, loss_obj: 0.4207, loss: 2.1265 2023-02-24 09:50:46,900 - mmdet - INFO - Epoch [37][500/1111] lr: 9.707e-03, eta: 2 days, 2:20:40, time: 0.593, data_time: 0.027, memory: 27318, loss_cls: 0.3946, loss_bbox: 1.3056, loss_obj: 0.4188, loss: 2.1189 2023-02-24 09:51:17,142 - mmdet - INFO - Epoch [37][550/1111] lr: 9.707e-03, eta: 2 days, 2:20:04, time: 0.605, data_time: 0.034, memory: 27318, loss_cls: 0.3926, loss_bbox: 1.3007, loss_obj: 0.4268, loss: 2.1202 2023-02-24 09:51:47,378 - mmdet - INFO - Epoch [37][600/1111] lr: 9.706e-03, eta: 2 days, 2:19:28, time: 0.605, data_time: 0.027, memory: 27318, loss_cls: 0.3965, loss_bbox: 1.3157, loss_obj: 0.4352, loss: 2.1474 2023-02-24 09:52:20,618 - mmdet - INFO - Epoch [37][650/1111] lr: 9.705e-03, eta: 2 days, 2:19:13, time: 0.665, data_time: 0.030, memory: 27318, loss_cls: 0.3931, loss_bbox: 1.2953, loss_obj: 0.4302, loss: 2.1186 2023-02-24 09:52:50,364 - mmdet - INFO - Epoch [37][700/1111] lr: 9.704e-03, eta: 2 days, 2:18:33, time: 0.595, data_time: 0.029, memory: 27318, loss_cls: 0.3953, loss_bbox: 1.3151, loss_obj: 0.4432, loss: 2.1536 2023-02-24 09:53:19,127 - mmdet - INFO - Epoch [37][750/1111] lr: 9.703e-03, eta: 2 days, 2:17:47, time: 0.575, data_time: 0.038, memory: 27318, loss_cls: 0.3997, loss_bbox: 1.3378, loss_obj: 0.4469, loss: 2.1845 2023-02-24 09:53:51,449 - mmdet - INFO - Epoch [37][800/1111] lr: 9.702e-03, eta: 2 days, 2:17:26, time: 0.646, data_time: 0.028, memory: 27318, loss_cls: 0.3932, loss_bbox: 1.2937, loss_obj: 0.4355, loss: 2.1223 2023-02-24 09:54:23,674 - mmdet - INFO - Epoch [37][850/1111] lr: 9.701e-03, eta: 2 days, 2:17:04, time: 0.644, data_time: 0.027, memory: 27318, loss_cls: 0.3991, loss_bbox: 1.3205, loss_obj: 0.4431, loss: 2.1627 2023-02-24 09:54:56,753 - mmdet - INFO - Epoch [37][900/1111] lr: 9.701e-03, eta: 2 days, 2:16:48, time: 0.661, data_time: 0.027, memory: 27318, loss_cls: 0.3978, loss_bbox: 1.3143, loss_obj: 0.4280, loss: 2.1400 2023-02-24 09:55:29,717 - mmdet - INFO - Epoch [37][950/1111] lr: 9.700e-03, eta: 2 days, 2:16:32, time: 0.659, data_time: 0.028, memory: 27318, loss_cls: 0.3915, loss_bbox: 1.2864, loss_obj: 0.4209, loss: 2.0988 2023-02-24 09:55:56,089 - mmdet - INFO - Epoch [37][1000/1111] lr: 9.699e-03, eta: 2 days, 2:15:28, time: 0.527, data_time: 0.032, memory: 27318, loss_cls: 0.3995, loss_bbox: 1.3373, loss_obj: 0.4292, loss: 2.1660 2023-02-24 09:56:28,875 - mmdet - INFO - Epoch [37][1050/1111] lr: 9.698e-03, eta: 2 days, 2:15:10, time: 0.656, data_time: 0.030, memory: 27318, loss_cls: 0.4033, loss_bbox: 1.3448, loss_obj: 0.4390, loss: 2.1871 2023-02-24 09:56:56,634 - mmdet - INFO - Epoch [37][1100/1111] lr: 9.697e-03, eta: 2 days, 2:14:16, time: 0.555, data_time: 0.028, memory: 27318, loss_cls: 0.3929, loss_bbox: 1.2976, loss_obj: 0.4170, loss: 2.1075 2023-02-24 09:57:49,602 - mmdet - INFO - Epoch [38][50/1111] lr: 9.696e-03, eta: 2 days, 2:14:49, time: 0.954, data_time: 0.269, memory: 27318, loss_cls: 0.3924, loss_bbox: 1.2933, loss_obj: 0.4370, loss: 2.1226 2023-02-24 09:58:19,930 - mmdet - INFO - Epoch [38][100/1111] lr: 9.695e-03, eta: 2 days, 2:14:14, time: 0.606, data_time: 0.027, memory: 27318, loss_cls: 0.4007, loss_bbox: 1.3336, loss_obj: 0.4326, loss: 2.1669 2023-02-24 09:58:48,916 - mmdet - INFO - Epoch [38][150/1111] lr: 9.695e-03, eta: 2 days, 2:13:29, time: 0.580, data_time: 0.038, memory: 27318, loss_cls: 0.3989, loss_bbox: 1.3276, loss_obj: 0.4386, loss: 2.1652 2023-02-24 09:59:18,693 - mmdet - INFO - Epoch [38][200/1111] lr: 9.694e-03, eta: 2 days, 2:12:50, time: 0.596, data_time: 0.029, memory: 27318, loss_cls: 0.3935, loss_bbox: 1.2957, loss_obj: 0.4127, loss: 2.1018 2023-02-24 09:59:47,751 - mmdet - INFO - Epoch [38][250/1111] lr: 9.693e-03, eta: 2 days, 2:12:05, time: 0.581, data_time: 0.029, memory: 27318, loss_cls: 0.3885, loss_bbox: 1.2784, loss_obj: 0.4167, loss: 2.0836 2023-02-24 10:00:16,609 - mmdet - INFO - Epoch [38][300/1111] lr: 9.692e-03, eta: 2 days, 2:11:20, time: 0.577, data_time: 0.032, memory: 27318, loss_cls: 0.3955, loss_bbox: 1.3134, loss_obj: 0.4271, loss: 2.1360 2023-02-24 10:00:44,992 - mmdet - INFO - Epoch [38][350/1111] lr: 9.691e-03, eta: 2 days, 2:10:31, time: 0.568, data_time: 0.039, memory: 27318, loss_cls: 0.4035, loss_bbox: 1.3550, loss_obj: 0.4341, loss: 2.1927 2023-02-24 10:01:13,678 - mmdet - INFO - Epoch [38][400/1111] lr: 9.690e-03, eta: 2 days, 2:09:44, time: 0.574, data_time: 0.034, memory: 27318, loss_cls: 0.3977, loss_bbox: 1.3292, loss_obj: 0.4390, loss: 2.1659 2023-02-24 10:01:42,923 - mmdet - INFO - Epoch [38][450/1111] lr: 9.689e-03, eta: 2 days, 2:09:01, time: 0.585, data_time: 0.030, memory: 27318, loss_cls: 0.4006, loss_bbox: 1.3414, loss_obj: 0.4401, loss: 2.1821 2023-02-24 10:02:10,704 - mmdet - INFO - Epoch [38][500/1111] lr: 9.689e-03, eta: 2 days, 2:08:08, time: 0.556, data_time: 0.037, memory: 27318, loss_cls: 0.4024, loss_bbox: 1.3476, loss_obj: 0.4341, loss: 2.1842 2023-02-24 10:02:42,427 - mmdet - INFO - Epoch [38][550/1111] lr: 9.688e-03, eta: 2 days, 2:07:42, time: 0.634, data_time: 0.026, memory: 27318, loss_cls: 0.3947, loss_bbox: 1.3075, loss_obj: 0.4315, loss: 2.1337 2023-02-24 10:03:11,636 - mmdet - INFO - Epoch [38][600/1111] lr: 9.687e-03, eta: 2 days, 2:06:59, time: 0.584, data_time: 0.036, memory: 27318, loss_cls: 0.4012, loss_bbox: 1.3372, loss_obj: 0.4328, loss: 2.1712 2023-02-24 10:03:39,462 - mmdet - INFO - Epoch [38][650/1111] lr: 9.686e-03, eta: 2 days, 2:06:07, time: 0.557, data_time: 0.025, memory: 27318, loss_cls: 0.3953, loss_bbox: 1.3079, loss_obj: 0.4148, loss: 2.1180 2023-02-24 10:04:11,172 - mmdet - INFO - Epoch [38][700/1111] lr: 9.685e-03, eta: 2 days, 2:05:41, time: 0.634, data_time: 0.032, memory: 27318, loss_cls: 0.3981, loss_bbox: 1.3215, loss_obj: 0.4350, loss: 2.1546 2023-02-24 10:04:42,812 - mmdet - INFO - Epoch [38][750/1111] lr: 9.684e-03, eta: 2 days, 2:05:15, time: 0.633, data_time: 0.027, memory: 27318, loss_cls: 0.3925, loss_bbox: 1.2951, loss_obj: 0.4114, loss: 2.0990 2023-02-24 10:05:11,023 - mmdet - INFO - Epoch [38][800/1111] lr: 9.683e-03, eta: 2 days, 2:04:25, time: 0.564, data_time: 0.030, memory: 27318, loss_cls: 0.3998, loss_bbox: 1.3376, loss_obj: 0.4465, loss: 2.1839 2023-02-24 10:05:40,652 - mmdet - INFO - Epoch [38][850/1111] lr: 9.683e-03, eta: 2 days, 2:03:45, time: 0.593, data_time: 0.033, memory: 27318, loss_cls: 0.3953, loss_bbox: 1.3107, loss_obj: 0.4235, loss: 2.1294 2023-02-24 10:06:12,410 - mmdet - INFO - Epoch [38][900/1111] lr: 9.682e-03, eta: 2 days, 2:03:20, time: 0.635, data_time: 0.025, memory: 27318, loss_cls: 0.3908, loss_bbox: 1.2903, loss_obj: 0.4292, loss: 2.1104 2023-02-24 10:06:43,573 - mmdet - INFO - Epoch [38][950/1111] lr: 9.681e-03, eta: 2 days, 2:02:51, time: 0.623, data_time: 0.030, memory: 27318, loss_cls: 0.3890, loss_bbox: 1.2818, loss_obj: 0.4208, loss: 2.0915 2023-02-24 10:07:16,761 - mmdet - INFO - Epoch [38][1000/1111] lr: 9.680e-03, eta: 2 days, 2:02:35, time: 0.664, data_time: 0.028, memory: 27318, loss_cls: 0.3922, loss_bbox: 1.2917, loss_obj: 0.4330, loss: 2.1170 2023-02-24 10:07:47,162 - mmdet - INFO - Epoch [38][1050/1111] lr: 9.679e-03, eta: 2 days, 2:02:01, time: 0.608, data_time: 0.032, memory: 27318, loss_cls: 0.3984, loss_bbox: 1.3281, loss_obj: 0.4396, loss: 2.1661 2023-02-24 10:08:19,444 - mmdet - INFO - Epoch [38][1100/1111] lr: 9.678e-03, eta: 2 days, 2:01:39, time: 0.646, data_time: 0.025, memory: 27318, loss_cls: 0.3974, loss_bbox: 1.3163, loss_obj: 0.4235, loss: 2.1372 2023-02-24 10:09:15,444 - mmdet - INFO - Epoch [39][50/1111] lr: 9.677e-03, eta: 2 days, 2:02:10, time: 0.954, data_time: 0.299, memory: 27318, loss_cls: 0.3929, loss_bbox: 1.2996, loss_obj: 0.4335, loss: 2.1260 2023-02-24 10:09:48,537 - mmdet - INFO - Epoch [39][100/1111] lr: 9.676e-03, eta: 2 days, 2:01:54, time: 0.662, data_time: 0.023, memory: 27318, loss_cls: 0.3938, loss_bbox: 1.2984, loss_obj: 0.4205, loss: 2.1126 2023-02-24 10:10:17,553 - mmdet - INFO - Epoch [39][150/1111] lr: 9.676e-03, eta: 2 days, 2:01:09, time: 0.580, data_time: 0.034, memory: 27318, loss_cls: 0.3953, loss_bbox: 1.3138, loss_obj: 0.4274, loss: 2.1365 2023-02-24 10:10:46,142 - mmdet - INFO - Epoch [39][200/1111] lr: 9.675e-03, eta: 2 days, 2:00:22, time: 0.572, data_time: 0.034, memory: 27318, loss_cls: 0.3877, loss_bbox: 1.2730, loss_obj: 0.4220, loss: 2.0827 2023-02-24 10:11:17,034 - mmdet - INFO - Epoch [39][250/1111] lr: 9.674e-03, eta: 2 days, 1:59:51, time: 0.618, data_time: 0.026, memory: 27318, loss_cls: 0.3901, loss_bbox: 1.2857, loss_obj: 0.4230, loss: 2.0989 2023-02-24 10:11:50,795 - mmdet - INFO - Epoch [39][300/1111] lr: 9.673e-03, eta: 2 days, 1:59:39, time: 0.675, data_time: 0.026, memory: 27318, loss_cls: 0.3880, loss_bbox: 1.2753, loss_obj: 0.4360, loss: 2.0993 2023-02-24 10:12:21,652 - mmdet - INFO - Epoch [39][350/1111] lr: 9.672e-03, eta: 2 days, 1:59:07, time: 0.617, data_time: 0.032, memory: 27318, loss_cls: 0.3942, loss_bbox: 1.3011, loss_obj: 0.4058, loss: 2.1012 2023-02-24 10:12:48,432 - mmdet - INFO - Epoch [39][400/1111] lr: 9.671e-03, eta: 2 days, 1:58:08, time: 0.536, data_time: 0.034, memory: 27318, loss_cls: 0.3942, loss_bbox: 1.3118, loss_obj: 0.4273, loss: 2.1332 2023-02-24 10:13:15,860 - mmdet - INFO - Epoch [39][450/1111] lr: 9.670e-03, eta: 2 days, 1:57:13, time: 0.548, data_time: 0.039, memory: 27318, loss_cls: 0.3984, loss_bbox: 1.3321, loss_obj: 0.4208, loss: 2.1512 2023-02-24 10:13:42,127 - mmdet - INFO - Epoch [39][500/1111] lr: 9.669e-03, eta: 2 days, 1:56:11, time: 0.525, data_time: 0.038, memory: 27318, loss_cls: 0.4020, loss_bbox: 1.3508, loss_obj: 0.4379, loss: 2.1908 2023-02-24 10:14:10,744 - mmdet - INFO - Epoch [39][550/1111] lr: 9.668e-03, eta: 2 days, 1:55:24, time: 0.572, data_time: 0.034, memory: 27318, loss_cls: 0.3989, loss_bbox: 1.3265, loss_obj: 0.4278, loss: 2.1532 2023-02-24 10:14:37,679 - mmdet - INFO - Epoch [39][600/1111] lr: 9.668e-03, eta: 2 days, 1:54:26, time: 0.538, data_time: 0.035, memory: 27318, loss_cls: 0.3890, loss_bbox: 1.2850, loss_obj: 0.4138, loss: 2.0878 2023-02-24 10:15:09,856 - mmdet - INFO - Epoch [39][650/1111] lr: 9.667e-03, eta: 2 days, 1:54:03, time: 0.644, data_time: 0.028, memory: 27318, loss_cls: 0.3971, loss_bbox: 1.3096, loss_obj: 0.4250, loss: 2.1318 2023-02-24 10:15:38,129 - mmdet - INFO - Epoch [39][700/1111] lr: 9.666e-03, eta: 2 days, 1:53:15, time: 0.565, data_time: 0.036, memory: 27318, loss_cls: 0.3997, loss_bbox: 1.3367, loss_obj: 0.4323, loss: 2.1688 2023-02-24 10:16:09,365 - mmdet - INFO - Epoch [39][750/1111] lr: 9.665e-03, eta: 2 days, 1:52:46, time: 0.625, data_time: 0.031, memory: 27318, loss_cls: 0.3938, loss_bbox: 1.2998, loss_obj: 0.4361, loss: 2.1297 2023-02-24 10:16:40,656 - mmdet - INFO - Epoch [39][800/1111] lr: 9.664e-03, eta: 2 days, 1:52:17, time: 0.626, data_time: 0.028, memory: 27318, loss_cls: 0.4042, loss_bbox: 1.3528, loss_obj: 0.4488, loss: 2.2059 2023-02-24 10:17:14,389 - mmdet - INFO - Epoch [39][850/1111] lr: 9.663e-03, eta: 2 days, 1:52:05, time: 0.675, data_time: 0.023, memory: 27318, loss_cls: 0.3895, loss_bbox: 1.2780, loss_obj: 0.4235, loss: 2.0910 2023-02-24 10:17:43,403 - mmdet - INFO - Epoch [39][900/1111] lr: 9.662e-03, eta: 2 days, 1:51:21, time: 0.580, data_time: 0.032, memory: 27318, loss_cls: 0.3996, loss_bbox: 1.3385, loss_obj: 0.4375, loss: 2.1756 2023-02-24 10:18:13,566 - mmdet - INFO - Epoch [39][950/1111] lr: 9.661e-03, eta: 2 days, 1:50:45, time: 0.603, data_time: 0.030, memory: 27318, loss_cls: 0.3926, loss_bbox: 1.2959, loss_obj: 0.4187, loss: 2.1071 2023-02-24 10:18:40,093 - mmdet - INFO - Epoch [39][1000/1111] lr: 9.661e-03, eta: 2 days, 1:49:45, time: 0.530, data_time: 0.035, memory: 27318, loss_cls: 0.3902, loss_bbox: 1.3021, loss_obj: 0.4233, loss: 2.1156 2023-02-24 10:19:09,871 - mmdet - INFO - Epoch [39][1050/1111] lr: 9.660e-03, eta: 2 days, 1:49:06, time: 0.596, data_time: 0.033, memory: 27318, loss_cls: 0.3914, loss_bbox: 1.2889, loss_obj: 0.4194, loss: 2.0996 2023-02-24 10:19:39,375 - mmdet - INFO - Epoch [39][1100/1111] lr: 9.659e-03, eta: 2 days, 1:48:26, time: 0.590, data_time: 0.023, memory: 27318, loss_cls: 0.3946, loss_bbox: 1.3082, loss_obj: 0.4308, loss: 2.1336 2023-02-24 10:20:33,058 - mmdet - INFO - Epoch [40][50/1111] lr: 9.658e-03, eta: 2 days, 1:48:52, time: 0.944, data_time: 0.275, memory: 27318, loss_cls: 0.3999, loss_bbox: 1.3301, loss_obj: 0.4415, loss: 2.1715 2023-02-24 10:21:03,216 - mmdet - INFO - Epoch [40][100/1111] lr: 9.657e-03, eta: 2 days, 1:48:16, time: 0.603, data_time: 0.028, memory: 27318, loss_cls: 0.3957, loss_bbox: 1.3136, loss_obj: 0.4243, loss: 2.1336 2023-02-24 10:21:35,721 - mmdet - INFO - Epoch [40][150/1111] lr: 9.656e-03, eta: 2 days, 1:47:55, time: 0.650, data_time: 0.026, memory: 27318, loss_cls: 0.3871, loss_bbox: 1.2708, loss_obj: 0.4077, loss: 2.0657 2023-02-24 10:22:04,920 - mmdet - INFO - Epoch [40][200/1111] lr: 9.655e-03, eta: 2 days, 1:47:13, time: 0.584, data_time: 0.029, memory: 27318, loss_cls: 0.3958, loss_bbox: 1.3138, loss_obj: 0.4288, loss: 2.1384 2023-02-24 10:22:34,207 - mmdet - INFO - Epoch [40][250/1111] lr: 9.654e-03, eta: 2 days, 1:46:31, time: 0.586, data_time: 0.028, memory: 27318, loss_cls: 0.3993, loss_bbox: 1.3341, loss_obj: 0.4385, loss: 2.1719 2023-02-24 10:23:03,994 - mmdet - INFO - Epoch [40][300/1111] lr: 9.653e-03, eta: 2 days, 1:45:52, time: 0.596, data_time: 0.031, memory: 27318, loss_cls: 0.3972, loss_bbox: 1.3181, loss_obj: 0.4169, loss: 2.1323 2023-02-24 10:23:33,784 - mmdet - INFO - Epoch [40][350/1111] lr: 9.652e-03, eta: 2 days, 1:45:14, time: 0.596, data_time: 0.027, memory: 27318, loss_cls: 0.3920, loss_bbox: 1.2922, loss_obj: 0.4086, loss: 2.0927 2023-02-24 10:24:09,453 - mmdet - INFO - Epoch [40][400/1111] lr: 9.651e-03, eta: 2 days, 1:45:14, time: 0.713, data_time: 0.030, memory: 27318, loss_cls: 0.3921, loss_bbox: 1.2889, loss_obj: 0.4309, loss: 2.1119 2023-02-24 10:24:37,439 - mmdet - INFO - Epoch [40][450/1111] lr: 9.650e-03, eta: 2 days, 1:44:24, time: 0.560, data_time: 0.035, memory: 27318, loss_cls: 0.4036, loss_bbox: 1.3506, loss_obj: 0.4340, loss: 2.1883 2023-02-24 10:25:04,906 - mmdet - INFO - Epoch [40][500/1111] lr: 9.650e-03, eta: 2 days, 1:43:30, time: 0.549, data_time: 0.027, memory: 27318, loss_cls: 0.3991, loss_bbox: 1.3387, loss_obj: 0.4329, loss: 2.1707 2023-02-24 10:25:36,852 - mmdet - INFO - Epoch [40][550/1111] lr: 9.649e-03, eta: 2 days, 1:43:06, time: 0.639, data_time: 0.033, memory: 27318, loss_cls: 0.3924, loss_bbox: 1.2933, loss_obj: 0.4362, loss: 2.1219 2023-02-24 10:26:09,131 - mmdet - INFO - Epoch [40][600/1111] lr: 9.648e-03, eta: 2 days, 1:42:44, time: 0.646, data_time: 0.029, memory: 27318, loss_cls: 0.3959, loss_bbox: 1.3080, loss_obj: 0.4233, loss: 2.1272 2023-02-24 10:26:39,413 - mmdet - INFO - Epoch [40][650/1111] lr: 9.647e-03, eta: 2 days, 1:42:09, time: 0.605, data_time: 0.029, memory: 27318, loss_cls: 0.3910, loss_bbox: 1.2926, loss_obj: 0.4237, loss: 2.1074 2023-02-24 10:27:08,727 - mmdet - INFO - Epoch [40][700/1111] lr: 9.646e-03, eta: 2 days, 1:41:27, time: 0.586, data_time: 0.038, memory: 27318, loss_cls: 0.3997, loss_bbox: 1.3360, loss_obj: 0.4441, loss: 2.1798 2023-02-24 10:27:42,352 - mmdet - INFO - Epoch [40][750/1111] lr: 9.645e-03, eta: 2 days, 1:41:14, time: 0.672, data_time: 0.023, memory: 27318, loss_cls: 0.3971, loss_bbox: 1.3160, loss_obj: 0.4430, loss: 2.1561 2023-02-24 10:28:10,945 - mmdet - INFO - Epoch [40][800/1111] lr: 9.644e-03, eta: 2 days, 1:40:28, time: 0.572, data_time: 0.030, memory: 27318, loss_cls: 0.3860, loss_bbox: 1.2605, loss_obj: 0.4074, loss: 2.0538 2023-02-24 10:28:42,092 - mmdet - INFO - Epoch [40][850/1111] lr: 9.643e-03, eta: 2 days, 1:39:59, time: 0.623, data_time: 0.028, memory: 27318, loss_cls: 0.3903, loss_bbox: 1.2846, loss_obj: 0.4202, loss: 2.0951 2023-02-24 10:29:09,150 - mmdet - INFO - Epoch [40][900/1111] lr: 9.642e-03, eta: 2 days, 1:39:02, time: 0.541, data_time: 0.032, memory: 27318, loss_cls: 0.3993, loss_bbox: 1.3333, loss_obj: 0.4304, loss: 2.1630 2023-02-24 10:29:37,240 - mmdet - INFO - Epoch [40][950/1111] lr: 9.641e-03, eta: 2 days, 1:38:13, time: 0.562, data_time: 0.053, memory: 27318, loss_cls: 0.3890, loss_bbox: 1.2813, loss_obj: 0.4090, loss: 2.0793 2023-02-24 10:30:09,098 - mmdet - INFO - Epoch [40][1000/1111] lr: 9.640e-03, eta: 2 days, 1:37:48, time: 0.637, data_time: 0.028, memory: 27318, loss_cls: 0.3955, loss_bbox: 1.3019, loss_obj: 0.4273, loss: 2.1248 2023-02-24 10:30:35,428 - mmdet - INFO - Epoch [40][1050/1111] lr: 9.640e-03, eta: 2 days, 1:36:47, time: 0.527, data_time: 0.033, memory: 27318, loss_cls: 0.3937, loss_bbox: 1.3133, loss_obj: 0.4238, loss: 2.1307 2023-02-24 10:31:03,124 - mmdet - INFO - Epoch [40][1100/1111] lr: 9.639e-03, eta: 2 days, 1:35:56, time: 0.554, data_time: 0.027, memory: 27318, loss_cls: 0.3965, loss_bbox: 1.3194, loss_obj: 0.4196, loss: 2.1355 2023-02-24 10:31:09,440 - mmdet - INFO - Saving checkpoint at 40 epochs 2023-02-24 10:34:09,467 - mmdet - INFO - Evaluating bbox... 2023-02-24 10:34:25,787 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.853 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.959 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.921 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.046 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.746 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.906 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.880 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.880 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.880 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.178 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.801 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.927 2023-02-24 10:34:26,029 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_30.pth was removed 2023-02-24 10:34:28,618 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_40.pth. 2023-02-24 10:34:28,618 - mmdet - INFO - Best bbox_mAP is 0.8529 at 40 epoch. 2023-02-24 10:34:28,618 - mmdet - INFO - Exp name: yolox_x.py 2023-02-24 10:34:28,619 - mmdet - INFO - Epoch(val) [40][4200] bbox_mAP: 0.8529, bbox_mAP_50: 0.9588, bbox_mAP_75: 0.9207, bbox_mAP_s: 0.0463, bbox_mAP_m: 0.7464, bbox_mAP_l: 0.9064, bbox_mAP_copypaste: 0.8529 0.9588 0.9207 0.0463 0.7464 0.9064 2023-02-24 10:35:07,117 - mmdet - INFO - Epoch [41][50/1111] lr: 9.638e-03, eta: 2 days, 1:35:23, time: 0.769, data_time: 0.172, memory: 27318, loss_cls: 0.3873, loss_bbox: 1.2726, loss_obj: 0.4111, loss: 2.0709 2023-02-24 10:35:38,180 - mmdet - INFO - Epoch [41][100/1111] lr: 9.637e-03, eta: 2 days, 1:34:53, time: 0.622, data_time: 0.030, memory: 27318, loss_cls: 0.3884, loss_bbox: 1.2763, loss_obj: 0.4171, loss: 2.0818 2023-02-24 10:36:11,887 - mmdet - INFO - Epoch [41][150/1111] lr: 9.636e-03, eta: 2 days, 1:34:40, time: 0.674, data_time: 0.025, memory: 27318, loss_cls: 0.3953, loss_bbox: 1.3012, loss_obj: 0.4230, loss: 2.1195 2023-02-24 10:36:46,545 - mmdet - INFO - Epoch [41][200/1111] lr: 9.635e-03, eta: 2 days, 1:34:34, time: 0.693, data_time: 0.024, memory: 27318, loss_cls: 0.3875, loss_bbox: 1.2698, loss_obj: 0.4128, loss: 2.0701 2023-02-24 10:37:20,595 - mmdet - INFO - Epoch [41][250/1111] lr: 9.634e-03, eta: 2 days, 1:34:23, time: 0.681, data_time: 0.030, memory: 27318, loss_cls: 0.3949, loss_bbox: 1.3009, loss_obj: 0.4443, loss: 2.1400 2023-02-24 10:37:50,292 - mmdet - INFO - Epoch [41][300/1111] lr: 9.633e-03, eta: 2 days, 1:33:44, time: 0.594, data_time: 0.027, memory: 27318, loss_cls: 0.3937, loss_bbox: 1.3007, loss_obj: 0.4231, loss: 2.1175 2023-02-24 10:38:21,793 - mmdet - INFO - Epoch [41][350/1111] lr: 9.632e-03, eta: 2 days, 1:33:17, time: 0.630, data_time: 0.032, memory: 27318, loss_cls: 0.3901, loss_bbox: 1.2812, loss_obj: 0.4188, loss: 2.0901 2023-02-24 10:38:48,127 - mmdet - INFO - Epoch [41][400/1111] lr: 9.631e-03, eta: 2 days, 1:32:16, time: 0.527, data_time: 0.030, memory: 27318, loss_cls: 0.4003, loss_bbox: 1.3388, loss_obj: 0.4258, loss: 2.1648 2023-02-24 10:39:17,795 - mmdet - INFO - Epoch [41][450/1111] lr: 9.630e-03, eta: 2 days, 1:31:37, time: 0.593, data_time: 0.026, memory: 27318, loss_cls: 0.3924, loss_bbox: 1.2956, loss_obj: 0.4306, loss: 2.1187 2023-02-24 10:39:45,013 - mmdet - INFO - Epoch [41][500/1111] lr: 9.629e-03, eta: 2 days, 1:30:43, time: 0.545, data_time: 0.033, memory: 27318, loss_cls: 0.3900, loss_bbox: 1.2886, loss_obj: 0.4057, loss: 2.0844 2023-02-24 10:40:16,316 - mmdet - INFO - Epoch [41][550/1111] lr: 9.628e-03, eta: 2 days, 1:30:14, time: 0.626, data_time: 0.026, memory: 27318, loss_cls: 0.3882, loss_bbox: 1.2741, loss_obj: 0.4213, loss: 2.0836 2023-02-24 10:40:43,863 - mmdet - INFO - Epoch [41][600/1111] lr: 9.627e-03, eta: 2 days, 1:29:22, time: 0.551, data_time: 0.030, memory: 27318, loss_cls: 0.3892, loss_bbox: 1.2803, loss_obj: 0.4064, loss: 2.0759 2023-02-24 10:41:14,002 - mmdet - INFO - Epoch [41][650/1111] lr: 9.626e-03, eta: 2 days, 1:28:46, time: 0.603, data_time: 0.029, memory: 27318, loss_cls: 0.3947, loss_bbox: 1.3142, loss_obj: 0.4301, loss: 2.1389 2023-02-24 10:41:42,415 - mmdet - INFO - Epoch [41][700/1111] lr: 9.625e-03, eta: 2 days, 1:28:00, time: 0.568, data_time: 0.035, memory: 27318, loss_cls: 0.3903, loss_bbox: 1.2871, loss_obj: 0.4114, loss: 2.0889 2023-02-24 10:42:11,077 - mmdet - INFO - Epoch [41][750/1111] lr: 9.625e-03, eta: 2 days, 1:27:14, time: 0.573, data_time: 0.036, memory: 27318, loss_cls: 0.3896, loss_bbox: 1.2835, loss_obj: 0.4146, loss: 2.0877 2023-02-24 10:42:40,910 - mmdet - INFO - Epoch [41][800/1111] lr: 9.624e-03, eta: 2 days, 1:26:37, time: 0.597, data_time: 0.026, memory: 27318, loss_cls: 0.3953, loss_bbox: 1.3102, loss_obj: 0.4298, loss: 2.1352 2023-02-24 10:43:09,742 - mmdet - INFO - Epoch [41][850/1111] lr: 9.623e-03, eta: 2 days, 1:25:53, time: 0.576, data_time: 0.033, memory: 27318, loss_cls: 0.3874, loss_bbox: 1.2738, loss_obj: 0.4062, loss: 2.0675 2023-02-24 10:43:35,624 - mmdet - INFO - Epoch [41][900/1111] lr: 9.622e-03, eta: 2 days, 1:24:50, time: 0.518, data_time: 0.033, memory: 27318, loss_cls: 0.3947, loss_bbox: 1.3137, loss_obj: 0.4095, loss: 2.1179 2023-02-24 10:44:04,596 - mmdet - INFO - Epoch [41][950/1111] lr: 9.621e-03, eta: 2 days, 1:24:07, time: 0.580, data_time: 0.035, memory: 27318, loss_cls: 0.3893, loss_bbox: 1.2875, loss_obj: 0.4144, loss: 2.0912 2023-02-24 10:44:34,281 - mmdet - INFO - Epoch [41][1000/1111] lr: 9.620e-03, eta: 2 days, 1:23:28, time: 0.594, data_time: 0.026, memory: 27318, loss_cls: 0.3967, loss_bbox: 1.3168, loss_obj: 0.4265, loss: 2.1401 2023-02-24 10:45:02,680 - mmdet - INFO - Epoch [41][1050/1111] lr: 9.619e-03, eta: 2 days, 1:22:42, time: 0.568, data_time: 0.030, memory: 27318, loss_cls: 0.3933, loss_bbox: 1.2995, loss_obj: 0.4145, loss: 2.1073 2023-02-24 10:45:30,270 - mmdet - INFO - Epoch [41][1100/1111] lr: 9.618e-03, eta: 2 days, 1:21:50, time: 0.552, data_time: 0.028, memory: 27318, loss_cls: 0.3947, loss_bbox: 1.3081, loss_obj: 0.4121, loss: 2.1150 2023-02-24 10:46:26,183 - mmdet - INFO - Epoch [42][50/1111] lr: 9.617e-03, eta: 2 days, 1:22:21, time: 0.972, data_time: 0.297, memory: 27318, loss_cls: 0.3940, loss_bbox: 1.3035, loss_obj: 0.4169, loss: 2.1145 2023-02-24 10:46:56,501 - mmdet - INFO - Epoch [42][100/1111] lr: 9.616e-03, eta: 2 days, 1:21:47, time: 0.606, data_time: 0.031, memory: 27318, loss_cls: 0.3927, loss_bbox: 1.2957, loss_obj: 0.4073, loss: 2.0957 2023-02-24 10:47:25,982 - mmdet - INFO - Epoch [42][150/1111] lr: 9.615e-03, eta: 2 days, 1:21:07, time: 0.590, data_time: 0.031, memory: 27318, loss_cls: 0.3835, loss_bbox: 1.2556, loss_obj: 0.4003, loss: 2.0394 2023-02-24 10:47:57,312 - mmdet - INFO - Epoch [42][200/1111] lr: 9.614e-03, eta: 2 days, 1:20:39, time: 0.627, data_time: 0.027, memory: 27318, loss_cls: 0.3925, loss_bbox: 1.2946, loss_obj: 0.4151, loss: 2.1023 2023-02-24 10:48:29,127 - mmdet - INFO - Epoch [42][250/1111] lr: 9.613e-03, eta: 2 days, 1:20:14, time: 0.636, data_time: 0.035, memory: 27318, loss_cls: 0.3948, loss_bbox: 1.3103, loss_obj: 0.4264, loss: 2.1315 2023-02-24 10:49:00,043 - mmdet - INFO - Epoch [42][300/1111] lr: 9.612e-03, eta: 2 days, 1:19:43, time: 0.618, data_time: 0.027, memory: 27318, loss_cls: 0.3899, loss_bbox: 1.2859, loss_obj: 0.4243, loss: 2.1000 2023-02-24 10:49:30,979 - mmdet - INFO - Epoch [42][350/1111] lr: 9.611e-03, eta: 2 days, 1:19:13, time: 0.619, data_time: 0.032, memory: 27318, loss_cls: 0.3910, loss_bbox: 1.2870, loss_obj: 0.4199, loss: 2.0979 2023-02-24 10:50:02,236 - mmdet - INFO - Epoch [42][400/1111] lr: 9.610e-03, eta: 2 days, 1:18:44, time: 0.625, data_time: 0.027, memory: 27318, loss_cls: 0.3837, loss_bbox: 1.2447, loss_obj: 0.3897, loss: 2.0182 2023-02-24 10:50:30,049 - mmdet - INFO - Epoch [42][450/1111] lr: 9.609e-03, eta: 2 days, 1:17:54, time: 0.556, data_time: 0.030, memory: 27318, loss_cls: 0.3915, loss_bbox: 1.2959, loss_obj: 0.4060, loss: 2.0934 2023-02-24 10:51:00,038 - mmdet - INFO - Epoch [42][500/1111] lr: 9.608e-03, eta: 2 days, 1:17:17, time: 0.600, data_time: 0.033, memory: 27318, loss_cls: 0.3899, loss_bbox: 1.2862, loss_obj: 0.4107, loss: 2.0868 2023-02-24 10:51:32,141 - mmdet - INFO - Epoch [42][550/1111] lr: 9.607e-03, eta: 2 days, 1:16:54, time: 0.642, data_time: 0.032, memory: 27318, loss_cls: 0.3940, loss_bbox: 1.2973, loss_obj: 0.4201, loss: 2.1114 2023-02-24 10:51:59,497 - mmdet - INFO - Epoch [42][600/1111] lr: 9.606e-03, eta: 2 days, 1:16:01, time: 0.547, data_time: 0.027, memory: 27318, loss_cls: 0.3927, loss_bbox: 1.2956, loss_obj: 0.4096, loss: 2.0978 2023-02-24 10:52:25,533 - mmdet - INFO - Epoch [42][650/1111] lr: 9.605e-03, eta: 2 days, 1:15:00, time: 0.521, data_time: 0.039, memory: 27318, loss_cls: 0.3956, loss_bbox: 1.3207, loss_obj: 0.4074, loss: 2.1237 2023-02-24 10:52:58,681 - mmdet - INFO - Epoch [42][700/1111] lr: 9.604e-03, eta: 2 days, 1:14:43, time: 0.663, data_time: 0.025, memory: 27318, loss_cls: 0.3920, loss_bbox: 1.2839, loss_obj: 0.4134, loss: 2.0893 2023-02-24 10:53:29,276 - mmdet - INFO - Epoch [42][750/1111] lr: 9.603e-03, eta: 2 days, 1:14:11, time: 0.612, data_time: 0.032, memory: 27318, loss_cls: 0.3919, loss_bbox: 1.2928, loss_obj: 0.4078, loss: 2.0925 2023-02-24 10:54:04,379 - mmdet - INFO - Epoch [42][800/1111] lr: 9.603e-03, eta: 2 days, 1:14:06, time: 0.702, data_time: 0.026, memory: 27318, loss_cls: 0.3860, loss_bbox: 1.2610, loss_obj: 0.4279, loss: 2.0749 2023-02-24 10:54:35,790 - mmdet - INFO - Epoch [42][850/1111] lr: 9.602e-03, eta: 2 days, 1:13:38, time: 0.628, data_time: 0.028, memory: 27318, loss_cls: 0.3919, loss_bbox: 1.3008, loss_obj: 0.4321, loss: 2.1249 2023-02-24 10:55:04,591 - mmdet - INFO - Epoch [42][900/1111] lr: 9.601e-03, eta: 2 days, 1:12:55, time: 0.576, data_time: 0.033, memory: 27318, loss_cls: 0.3921, loss_bbox: 1.2960, loss_obj: 0.4237, loss: 2.1119 2023-02-24 10:55:30,402 - mmdet - INFO - Epoch [42][950/1111] lr: 9.600e-03, eta: 2 days, 1:11:52, time: 0.516, data_time: 0.032, memory: 27318, loss_cls: 0.3949, loss_bbox: 1.3181, loss_obj: 0.4152, loss: 2.1282 2023-02-24 10:56:00,098 - mmdet - INFO - Epoch [42][1000/1111] lr: 9.599e-03, eta: 2 days, 1:11:14, time: 0.594, data_time: 0.031, memory: 27318, loss_cls: 0.3919, loss_bbox: 1.2984, loss_obj: 0.4271, loss: 2.1173 2023-02-24 10:56:30,541 - mmdet - INFO - Epoch [42][1050/1111] lr: 9.598e-03, eta: 2 days, 1:10:41, time: 0.609, data_time: 0.035, memory: 27318, loss_cls: 0.3939, loss_bbox: 1.3068, loss_obj: 0.4181, loss: 2.1189 2023-02-24 10:57:01,664 - mmdet - INFO - Epoch [42][1100/1111] lr: 9.597e-03, eta: 2 days, 1:10:11, time: 0.622, data_time: 0.023, memory: 27318, loss_cls: 0.3992, loss_bbox: 1.3310, loss_obj: 0.4529, loss: 2.1831 2023-02-24 10:57:53,891 - mmdet - INFO - Epoch [43][50/1111] lr: 9.596e-03, eta: 2 days, 1:10:27, time: 0.927, data_time: 0.279, memory: 27318, loss_cls: 0.4024, loss_bbox: 1.3530, loss_obj: 0.4293, loss: 2.1846 2023-02-24 10:58:26,392 - mmdet - INFO - Epoch [43][100/1111] lr: 9.595e-03, eta: 2 days, 1:10:06, time: 0.650, data_time: 0.029, memory: 27318, loss_cls: 0.3838, loss_bbox: 1.2556, loss_obj: 0.4117, loss: 2.0511 2023-02-24 10:58:57,004 - mmdet - INFO - Epoch [43][150/1111] lr: 9.594e-03, eta: 2 days, 1:09:33, time: 0.612, data_time: 0.027, memory: 27318, loss_cls: 0.3886, loss_bbox: 1.2729, loss_obj: 0.4139, loss: 2.0754 2023-02-24 10:59:27,545 - mmdet - INFO - Epoch [43][200/1111] lr: 9.593e-03, eta: 2 days, 1:09:00, time: 0.611, data_time: 0.030, memory: 27318, loss_cls: 0.3909, loss_bbox: 1.2882, loss_obj: 0.4228, loss: 2.1020 2023-02-24 10:59:54,470 - mmdet - INFO - Epoch [43][250/1111] lr: 9.592e-03, eta: 2 days, 1:08:05, time: 0.538, data_time: 0.029, memory: 27318, loss_cls: 0.3868, loss_bbox: 1.2775, loss_obj: 0.4066, loss: 2.0709 2023-02-24 11:00:23,796 - mmdet - INFO - Epoch [43][300/1111] lr: 9.591e-03, eta: 2 days, 1:07:25, time: 0.587, data_time: 0.031, memory: 27318, loss_cls: 0.3860, loss_bbox: 1.2620, loss_obj: 0.3896, loss: 2.0376 2023-02-24 11:00:57,392 - mmdet - INFO - Epoch [43][350/1111] lr: 9.590e-03, eta: 2 days, 1:07:11, time: 0.672, data_time: 0.028, memory: 27318, loss_cls: 0.3924, loss_bbox: 1.2925, loss_obj: 0.4175, loss: 2.1024 2023-02-24 11:01:28,100 - mmdet - INFO - Epoch [43][400/1111] lr: 9.589e-03, eta: 2 days, 1:06:39, time: 0.614, data_time: 0.032, memory: 27318, loss_cls: 0.3861, loss_bbox: 1.2617, loss_obj: 0.3944, loss: 2.0422 2023-02-24 11:01:57,212 - mmdet - INFO - Epoch [43][450/1111] lr: 9.588e-03, eta: 2 days, 1:05:57, time: 0.582, data_time: 0.031, memory: 27318, loss_cls: 0.3889, loss_bbox: 1.2710, loss_obj: 0.4125, loss: 2.0723 2023-02-24 11:02:28,013 - mmdet - INFO - Epoch [43][500/1111] lr: 9.587e-03, eta: 2 days, 1:05:26, time: 0.616, data_time: 0.027, memory: 27318, loss_cls: 0.3884, loss_bbox: 1.2786, loss_obj: 0.4069, loss: 2.0739 2023-02-24 11:02:58,536 - mmdet - INFO - Epoch [43][550/1111] lr: 9.586e-03, eta: 2 days, 1:04:53, time: 0.610, data_time: 0.029, memory: 27318, loss_cls: 0.3910, loss_bbox: 1.2987, loss_obj: 0.4218, loss: 2.1115 2023-02-24 11:03:28,623 - mmdet - INFO - Epoch [43][600/1111] lr: 9.585e-03, eta: 2 days, 1:04:17, time: 0.602, data_time: 0.032, memory: 27318, loss_cls: 0.3843, loss_bbox: 1.2569, loss_obj: 0.3946, loss: 2.0358 2023-02-24 11:03:57,612 - mmdet - INFO - Epoch [43][650/1111] lr: 9.584e-03, eta: 2 days, 1:03:35, time: 0.580, data_time: 0.032, memory: 27318, loss_cls: 0.4015, loss_bbox: 1.3429, loss_obj: 0.4419, loss: 2.1863 2023-02-24 11:04:26,840 - mmdet - INFO - Epoch [43][700/1111] lr: 9.583e-03, eta: 2 days, 1:02:54, time: 0.585, data_time: 0.030, memory: 27318, loss_cls: 0.3939, loss_bbox: 1.3060, loss_obj: 0.4144, loss: 2.1143 2023-02-24 11:04:57,966 - mmdet - INFO - Epoch [43][750/1111] lr: 9.582e-03, eta: 2 days, 1:02:24, time: 0.623, data_time: 0.028, memory: 27318, loss_cls: 0.3909, loss_bbox: 1.2904, loss_obj: 0.4040, loss: 2.0853 2023-02-24 11:05:29,479 - mmdet - INFO - Epoch [43][800/1111] lr: 9.581e-03, eta: 2 days, 1:01:57, time: 0.630, data_time: 0.028, memory: 27318, loss_cls: 0.3886, loss_bbox: 1.2753, loss_obj: 0.4051, loss: 2.0690 2023-02-24 11:05:57,321 - mmdet - INFO - Epoch [43][850/1111] lr: 9.580e-03, eta: 2 days, 1:01:08, time: 0.557, data_time: 0.031, memory: 27318, loss_cls: 0.3892, loss_bbox: 1.2790, loss_obj: 0.3983, loss: 2.0665 2023-02-24 11:06:28,099 - mmdet - INFO - Epoch [43][900/1111] lr: 9.579e-03, eta: 2 days, 1:00:37, time: 0.616, data_time: 0.028, memory: 27318, loss_cls: 0.3939, loss_bbox: 1.2990, loss_obj: 0.4195, loss: 2.1124 2023-02-24 11:06:58,753 - mmdet - INFO - Epoch [43][950/1111] lr: 9.578e-03, eta: 2 days, 1:00:04, time: 0.613, data_time: 0.030, memory: 27318, loss_cls: 0.3935, loss_bbox: 1.3047, loss_obj: 0.4244, loss: 2.1227 2023-02-24 11:07:33,409 - mmdet - INFO - Epoch [43][1000/1111] lr: 9.577e-03, eta: 2 days, 0:59:56, time: 0.693, data_time: 0.027, memory: 27318, loss_cls: 0.3905, loss_bbox: 1.2795, loss_obj: 0.4192, loss: 2.0892 2023-02-24 11:08:05,611 - mmdet - INFO - Epoch [43][1050/1111] lr: 9.576e-03, eta: 2 days, 0:59:33, time: 0.644, data_time: 0.027, memory: 27318, loss_cls: 0.3854, loss_bbox: 1.2598, loss_obj: 0.4112, loss: 2.0565 2023-02-24 11:08:37,962 - mmdet - INFO - Epoch [43][1100/1111] lr: 9.575e-03, eta: 2 days, 0:59:11, time: 0.647, data_time: 0.023, memory: 27318, loss_cls: 0.3888, loss_bbox: 1.2736, loss_obj: 0.4041, loss: 2.0665 2023-02-24 11:09:32,737 - mmdet - INFO - Epoch [44][50/1111] lr: 9.574e-03, eta: 2 days, 0:59:40, time: 0.976, data_time: 0.266, memory: 27318, loss_cls: 0.3913, loss_bbox: 1.2811, loss_obj: 0.4287, loss: 2.1011 2023-02-24 11:10:02,587 - mmdet - INFO - Epoch [44][100/1111] lr: 9.573e-03, eta: 2 days, 0:59:03, time: 0.597, data_time: 0.028, memory: 27318, loss_cls: 0.3906, loss_bbox: 1.2867, loss_obj: 0.4101, loss: 2.0874 2023-02-24 11:10:32,874 - mmdet - INFO - Epoch [44][150/1111] lr: 9.572e-03, eta: 2 days, 0:58:28, time: 0.606, data_time: 0.031, memory: 27318, loss_cls: 0.3929, loss_bbox: 1.3037, loss_obj: 0.4267, loss: 2.1233 2023-02-24 11:11:01,626 - mmdet - INFO - Epoch [44][200/1111] lr: 9.571e-03, eta: 2 days, 0:57:45, time: 0.575, data_time: 0.030, memory: 27318, loss_cls: 0.3833, loss_bbox: 1.2488, loss_obj: 0.3993, loss: 2.0314 2023-02-24 11:11:29,072 - mmdet - INFO - Epoch [44][250/1111] lr: 9.570e-03, eta: 2 days, 0:56:53, time: 0.549, data_time: 0.032, memory: 27318, loss_cls: 0.3903, loss_bbox: 1.2836, loss_obj: 0.3998, loss: 2.0736 2023-02-24 11:11:55,903 - mmdet - INFO - Epoch [44][300/1111] lr: 9.569e-03, eta: 2 days, 0:55:58, time: 0.537, data_time: 0.037, memory: 27318, loss_cls: 0.3934, loss_bbox: 1.3101, loss_obj: 0.4255, loss: 2.1290 2023-02-24 11:12:25,899 - mmdet - INFO - Epoch [44][350/1111] lr: 9.568e-03, eta: 2 days, 0:55:22, time: 0.600, data_time: 0.028, memory: 27318, loss_cls: 0.3922, loss_bbox: 1.2950, loss_obj: 0.4226, loss: 2.1098 2023-02-24 11:12:54,256 - mmdet - INFO - Epoch [44][400/1111] lr: 9.567e-03, eta: 2 days, 0:54:36, time: 0.567, data_time: 0.035, memory: 27318, loss_cls: 0.3961, loss_bbox: 1.3185, loss_obj: 0.4331, loss: 2.1476 2023-02-24 11:13:24,985 - mmdet - INFO - Epoch [44][450/1111] lr: 9.566e-03, eta: 2 days, 0:54:05, time: 0.614, data_time: 0.031, memory: 27318, loss_cls: 0.3894, loss_bbox: 1.2796, loss_obj: 0.4144, loss: 2.0833 2023-02-24 11:13:54,780 - mmdet - INFO - Epoch [44][500/1111] lr: 9.565e-03, eta: 2 days, 0:53:27, time: 0.596, data_time: 0.031, memory: 27318, loss_cls: 0.3843, loss_bbox: 1.2576, loss_obj: 0.4086, loss: 2.0506 2023-02-24 11:14:23,554 - mmdet - INFO - Epoch [44][550/1111] lr: 9.564e-03, eta: 2 days, 0:52:44, time: 0.575, data_time: 0.033, memory: 27318, loss_cls: 0.3963, loss_bbox: 1.3189, loss_obj: 0.4324, loss: 2.1477 2023-02-24 11:14:57,277 - mmdet - INFO - Epoch [44][600/1111] lr: 9.563e-03, eta: 2 days, 0:52:30, time: 0.674, data_time: 0.029, memory: 27318, loss_cls: 0.3935, loss_bbox: 1.2943, loss_obj: 0.4157, loss: 2.1036 2023-02-24 11:15:31,292 - mmdet - INFO - Epoch [44][650/1111] lr: 9.562e-03, eta: 2 days, 0:52:18, time: 0.680, data_time: 0.028, memory: 27318, loss_cls: 0.3866, loss_bbox: 1.2633, loss_obj: 0.4078, loss: 2.0577 2023-02-24 11:16:00,408 - mmdet - INFO - Epoch [44][700/1111] lr: 9.561e-03, eta: 2 days, 0:51:36, time: 0.582, data_time: 0.034, memory: 27318, loss_cls: 0.3920, loss_bbox: 1.2972, loss_obj: 0.4123, loss: 2.1016 2023-02-24 11:16:31,520 - mmdet - INFO - Epoch [44][750/1111] lr: 9.560e-03, eta: 2 days, 0:51:07, time: 0.622, data_time: 0.027, memory: 27318, loss_cls: 0.3874, loss_bbox: 1.2720, loss_obj: 0.4156, loss: 2.0749 2023-02-24 11:16:56,556 - mmdet - INFO - Epoch [44][800/1111] lr: 9.559e-03, eta: 2 days, 0:50:02, time: 0.500, data_time: 0.042, memory: 27318, loss_cls: 0.3979, loss_bbox: 1.3298, loss_obj: 0.4157, loss: 2.1434 2023-02-24 11:17:25,599 - mmdet - INFO - Epoch [44][850/1111] lr: 9.558e-03, eta: 2 days, 0:49:20, time: 0.581, data_time: 0.033, memory: 27318, loss_cls: 0.3888, loss_bbox: 1.2790, loss_obj: 0.4086, loss: 2.0764 2023-02-24 11:17:58,715 - mmdet - INFO - Epoch [44][900/1111] lr: 9.557e-03, eta: 2 days, 0:49:02, time: 0.662, data_time: 0.030, memory: 27318, loss_cls: 0.3917, loss_bbox: 1.2852, loss_obj: 0.4331, loss: 2.1101 2023-02-24 11:18:31,504 - mmdet - INFO - Epoch [44][950/1111] lr: 9.556e-03, eta: 2 days, 0:48:43, time: 0.656, data_time: 0.025, memory: 27318, loss_cls: 0.3900, loss_bbox: 1.2788, loss_obj: 0.4279, loss: 2.0968 2023-02-24 11:19:01,603 - mmdet - INFO - Epoch [44][1000/1111] lr: 9.555e-03, eta: 2 days, 0:48:07, time: 0.602, data_time: 0.030, memory: 27318, loss_cls: 0.3886, loss_bbox: 1.2753, loss_obj: 0.3981, loss: 2.0620 2023-02-24 11:19:31,511 - mmdet - INFO - Epoch [44][1050/1111] lr: 9.554e-03, eta: 2 days, 0:47:31, time: 0.598, data_time: 0.032, memory: 27318, loss_cls: 0.3943, loss_bbox: 1.3088, loss_obj: 0.4315, loss: 2.1345 2023-02-24 11:20:00,153 - mmdet - INFO - Epoch [44][1100/1111] lr: 9.553e-03, eta: 2 days, 0:46:47, time: 0.573, data_time: 0.024, memory: 27318, loss_cls: 0.3919, loss_bbox: 1.2917, loss_obj: 0.4173, loss: 2.1009 2023-02-24 11:20:57,767 - mmdet - INFO - Epoch [45][50/1111] lr: 9.551e-03, eta: 2 days, 0:47:18, time: 0.992, data_time: 0.264, memory: 27318, loss_cls: 0.3901, loss_bbox: 1.2803, loss_obj: 0.4226, loss: 2.0930 2023-02-24 11:21:25,435 - mmdet - INFO - Epoch [45][100/1111] lr: 9.550e-03, eta: 2 days, 0:46:29, time: 0.553, data_time: 0.031, memory: 27318, loss_cls: 0.3956, loss_bbox: 1.3126, loss_obj: 0.4254, loss: 2.1335 2023-02-24 11:21:56,018 - mmdet - INFO - Epoch [45][150/1111] lr: 9.549e-03, eta: 2 days, 0:45:56, time: 0.612, data_time: 0.031, memory: 27318, loss_cls: 0.3909, loss_bbox: 1.2898, loss_obj: 0.4249, loss: 2.1056 2023-02-24 11:22:27,499 - mmdet - INFO - Epoch [45][200/1111] lr: 9.548e-03, eta: 2 days, 0:45:29, time: 0.630, data_time: 0.031, memory: 27318, loss_cls: 0.3965, loss_bbox: 1.3158, loss_obj: 0.4393, loss: 2.1515 2023-02-24 11:22:54,308 - mmdet - INFO - Epoch [45][250/1111] lr: 9.547e-03, eta: 2 days, 0:44:34, time: 0.536, data_time: 0.034, memory: 27318, loss_cls: 0.3894, loss_bbox: 1.2912, loss_obj: 0.4164, loss: 2.0970 2023-02-24 11:23:24,999 - mmdet - INFO - Epoch [45][300/1111] lr: 9.546e-03, eta: 2 days, 0:44:03, time: 0.614, data_time: 0.026, memory: 27318, loss_cls: 0.3911, loss_bbox: 1.2925, loss_obj: 0.4298, loss: 2.1134 2023-02-24 11:23:56,629 - mmdet - INFO - Epoch [45][350/1111] lr: 9.545e-03, eta: 2 days, 0:43:36, time: 0.633, data_time: 0.031, memory: 27318, loss_cls: 0.3902, loss_bbox: 1.2877, loss_obj: 0.4135, loss: 2.0914 2023-02-24 11:24:27,301 - mmdet - INFO - Epoch [45][400/1111] lr: 9.544e-03, eta: 2 days, 0:43:04, time: 0.613, data_time: 0.029, memory: 27318, loss_cls: 0.3873, loss_bbox: 1.2728, loss_obj: 0.4068, loss: 2.0669 2023-02-24 11:25:01,707 - mmdet - INFO - Epoch [45][450/1111] lr: 9.543e-03, eta: 2 days, 0:42:53, time: 0.688, data_time: 0.025, memory: 27318, loss_cls: 0.3848, loss_bbox: 1.2540, loss_obj: 0.4198, loss: 2.0586 2023-02-24 11:25:29,151 - mmdet - INFO - Epoch [45][500/1111] lr: 9.542e-03, eta: 2 days, 0:42:03, time: 0.549, data_time: 0.034, memory: 27318, loss_cls: 0.3972, loss_bbox: 1.3236, loss_obj: 0.4199, loss: 2.1407 2023-02-24 11:25:59,206 - mmdet - INFO - Epoch [45][550/1111] lr: 9.541e-03, eta: 2 days, 0:41:27, time: 0.601, data_time: 0.035, memory: 27318, loss_cls: 0.3919, loss_bbox: 1.2992, loss_obj: 0.4097, loss: 2.1007 2023-02-24 11:26:32,791 - mmdet - INFO - Epoch [45][600/1111] lr: 9.540e-03, eta: 2 days, 0:41:12, time: 0.671, data_time: 0.023, memory: 27318, loss_cls: 0.3942, loss_bbox: 1.2991, loss_obj: 0.4221, loss: 2.1154 2023-02-24 11:27:05,121 - mmdet - INFO - Epoch [45][650/1111] lr: 9.539e-03, eta: 2 days, 0:40:49, time: 0.647, data_time: 0.026, memory: 27318, loss_cls: 0.3856, loss_bbox: 1.2606, loss_obj: 0.3998, loss: 2.0460 2023-02-24 11:27:34,362 - mmdet - INFO - Epoch [45][700/1111] lr: 9.538e-03, eta: 2 days, 0:40:09, time: 0.585, data_time: 0.031, memory: 27318, loss_cls: 0.3904, loss_bbox: 1.2879, loss_obj: 0.4087, loss: 2.0870 2023-02-24 11:28:05,201 - mmdet - INFO - Epoch [45][750/1111] lr: 9.537e-03, eta: 2 days, 0:39:38, time: 0.617, data_time: 0.031, memory: 27318, loss_cls: 0.3858, loss_bbox: 1.2661, loss_obj: 0.4069, loss: 2.0588 2023-02-24 11:28:34,011 - mmdet - INFO - Epoch [45][800/1111] lr: 9.536e-03, eta: 2 days, 0:38:55, time: 0.576, data_time: 0.035, memory: 27318, loss_cls: 0.3866, loss_bbox: 1.2693, loss_obj: 0.4031, loss: 2.0590 2023-02-24 11:29:04,147 - mmdet - INFO - Epoch [45][850/1111] lr: 9.535e-03, eta: 2 days, 0:38:20, time: 0.603, data_time: 0.025, memory: 27318, loss_cls: 0.3905, loss_bbox: 1.2842, loss_obj: 0.4185, loss: 2.0933 2023-02-24 11:29:31,900 - mmdet - INFO - Epoch [45][900/1111] lr: 9.534e-03, eta: 2 days, 0:37:31, time: 0.555, data_time: 0.033, memory: 27318, loss_cls: 0.3924, loss_bbox: 1.3015, loss_obj: 0.4083, loss: 2.1022 2023-02-24 11:30:01,893 - mmdet - INFO - Epoch [45][950/1111] lr: 9.533e-03, eta: 2 days, 0:36:56, time: 0.600, data_time: 0.032, memory: 27318, loss_cls: 0.3952, loss_bbox: 1.3107, loss_obj: 0.4288, loss: 2.1346 2023-02-24 11:30:34,067 - mmdet - INFO - Epoch [45][1000/1111] lr: 9.532e-03, eta: 2 days, 0:36:32, time: 0.643, data_time: 0.029, memory: 27318, loss_cls: 0.3862, loss_bbox: 1.2642, loss_obj: 0.4050, loss: 2.0555 2023-02-24 11:31:07,912 - mmdet - INFO - Epoch [45][1050/1111] lr: 9.531e-03, eta: 2 days, 0:36:18, time: 0.677, data_time: 0.025, memory: 27318, loss_cls: 0.3900, loss_bbox: 1.2818, loss_obj: 0.4266, loss: 2.0984 2023-02-24 11:31:40,446 - mmdet - INFO - Epoch [45][1100/1111] lr: 9.530e-03, eta: 2 days, 0:35:57, time: 0.651, data_time: 0.031, memory: 27318, loss_cls: 0.3854, loss_bbox: 1.2601, loss_obj: 0.4191, loss: 2.0646 2023-02-24 11:32:35,396 - mmdet - INFO - Epoch [46][50/1111] lr: 9.529e-03, eta: 2 days, 0:36:17, time: 0.959, data_time: 0.246, memory: 27318, loss_cls: 0.3916, loss_bbox: 1.2967, loss_obj: 0.4294, loss: 2.1177 2023-02-24 11:33:08,493 - mmdet - INFO - Epoch [46][100/1111] lr: 9.528e-03, eta: 2 days, 0:35:59, time: 0.662, data_time: 0.026, memory: 27318, loss_cls: 0.3893, loss_bbox: 1.2753, loss_obj: 0.4092, loss: 2.0738 2023-02-24 11:33:45,118 - mmdet - INFO - Epoch [46][150/1111] lr: 9.526e-03, eta: 2 days, 0:36:00, time: 0.732, data_time: 0.026, memory: 27318, loss_cls: 0.3847, loss_bbox: 1.2496, loss_obj: 0.4266, loss: 2.0609 2023-02-24 11:34:14,971 - mmdet - INFO - Epoch [46][200/1111] lr: 9.525e-03, eta: 2 days, 0:35:23, time: 0.597, data_time: 0.031, memory: 27318, loss_cls: 0.3923, loss_bbox: 1.2950, loss_obj: 0.4141, loss: 2.1013 2023-02-24 11:34:41,772 - mmdet - INFO - Epoch [46][250/1111] lr: 9.524e-03, eta: 2 days, 0:34:29, time: 0.536, data_time: 0.037, memory: 27318, loss_cls: 0.3908, loss_bbox: 1.2959, loss_obj: 0.4101, loss: 2.0968 2023-02-24 11:35:12,488 - mmdet - INFO - Epoch [46][300/1111] lr: 9.523e-03, eta: 2 days, 0:33:58, time: 0.614, data_time: 0.031, memory: 27318, loss_cls: 0.3935, loss_bbox: 1.3051, loss_obj: 0.4290, loss: 2.1275 2023-02-24 11:35:42,374 - mmdet - INFO - Epoch [46][350/1111] lr: 9.522e-03, eta: 2 days, 0:33:21, time: 0.598, data_time: 0.033, memory: 27318, loss_cls: 0.3915, loss_bbox: 1.2950, loss_obj: 0.4194, loss: 2.1058 2023-02-24 11:36:11,483 - mmdet - INFO - Epoch [46][400/1111] lr: 9.521e-03, eta: 2 days, 0:32:40, time: 0.582, data_time: 0.031, memory: 27318, loss_cls: 0.3827, loss_bbox: 1.2575, loss_obj: 0.4020, loss: 2.0422 2023-02-24 11:36:39,863 - mmdet - INFO - Epoch [46][450/1111] lr: 9.520e-03, eta: 2 days, 0:31:55, time: 0.567, data_time: 0.028, memory: 27318, loss_cls: 0.3932, loss_bbox: 1.3008, loss_obj: 0.4143, loss: 2.1084 2023-02-24 11:37:08,492 - mmdet - INFO - Epoch [46][500/1111] lr: 9.519e-03, eta: 2 days, 0:31:12, time: 0.573, data_time: 0.030, memory: 27318, loss_cls: 0.3830, loss_bbox: 1.2512, loss_obj: 0.4055, loss: 2.0397 2023-02-24 11:37:39,393 - mmdet - INFO - Epoch [46][550/1111] lr: 9.518e-03, eta: 2 days, 0:30:41, time: 0.618, data_time: 0.032, memory: 27318, loss_cls: 0.3899, loss_bbox: 1.2849, loss_obj: 0.4220, loss: 2.0968 2023-02-24 11:38:11,181 - mmdet - INFO - Epoch [46][600/1111] lr: 9.517e-03, eta: 2 days, 0:30:15, time: 0.636, data_time: 0.030, memory: 27318, loss_cls: 0.3909, loss_bbox: 1.2896, loss_obj: 0.4245, loss: 2.1050 2023-02-24 11:38:43,072 - mmdet - INFO - Epoch [46][650/1111] lr: 9.516e-03, eta: 2 days, 0:29:50, time: 0.638, data_time: 0.028, memory: 27318, loss_cls: 0.3889, loss_bbox: 1.2812, loss_obj: 0.4121, loss: 2.0822 2023-02-24 11:39:16,252 - mmdet - INFO - Epoch [46][700/1111] lr: 9.515e-03, eta: 2 days, 0:29:32, time: 0.664, data_time: 0.028, memory: 27318, loss_cls: 0.3864, loss_bbox: 1.2631, loss_obj: 0.4124, loss: 2.0620 2023-02-24 11:39:47,346 - mmdet - INFO - Epoch [46][750/1111] lr: 9.514e-03, eta: 2 days, 0:29:02, time: 0.622, data_time: 0.029, memory: 27318, loss_cls: 0.3852, loss_bbox: 1.2655, loss_obj: 0.4200, loss: 2.0707 2023-02-24 11:40:16,775 - mmdet - INFO - Epoch [46][800/1111] lr: 9.513e-03, eta: 2 days, 0:28:23, time: 0.588, data_time: 0.030, memory: 27318, loss_cls: 0.3894, loss_bbox: 1.2843, loss_obj: 0.4225, loss: 2.0962 2023-02-24 11:40:43,040 - mmdet - INFO - Epoch [46][850/1111] lr: 9.512e-03, eta: 2 days, 0:27:26, time: 0.526, data_time: 0.042, memory: 27318, loss_cls: 0.4020, loss_bbox: 1.3453, loss_obj: 0.4093, loss: 2.1566 2023-02-24 11:41:15,025 - mmdet - INFO - Epoch [46][900/1111] lr: 9.511e-03, eta: 2 days, 0:27:01, time: 0.639, data_time: 0.029, memory: 27318, loss_cls: 0.3887, loss_bbox: 1.2748, loss_obj: 0.4216, loss: 2.0852 2023-02-24 11:41:50,389 - mmdet - INFO - Epoch [46][950/1111] lr: 9.510e-03, eta: 2 days, 0:26:56, time: 0.708, data_time: 0.027, memory: 27318, loss_cls: 0.3822, loss_bbox: 1.2400, loss_obj: 0.3974, loss: 2.0196 2023-02-24 11:42:25,161 - mmdet - INFO - Epoch [46][1000/1111] lr: 9.509e-03, eta: 2 days, 0:26:46, time: 0.695, data_time: 0.028, memory: 27318, loss_cls: 0.3849, loss_bbox: 1.2552, loss_obj: 0.4176, loss: 2.0577 2023-02-24 11:42:56,074 - mmdet - INFO - Epoch [46][1050/1111] lr: 9.508e-03, eta: 2 days, 0:26:15, time: 0.618, data_time: 0.024, memory: 27318, loss_cls: 0.3906, loss_bbox: 1.2880, loss_obj: 0.4300, loss: 2.1086 2023-02-24 11:43:22,663 - mmdet - INFO - Epoch [46][1100/1111] lr: 9.506e-03, eta: 2 days, 0:25:21, time: 0.532, data_time: 0.030, memory: 27318, loss_cls: 0.3943, loss_bbox: 1.3126, loss_obj: 0.4140, loss: 2.1209 2023-02-24 11:44:13,797 - mmdet - INFO - Epoch [47][50/1111] lr: 9.505e-03, eta: 2 days, 0:25:26, time: 0.908, data_time: 0.277, memory: 27318, loss_cls: 0.3922, loss_bbox: 1.2944, loss_obj: 0.4057, loss: 2.0924 2023-02-24 11:44:47,239 - mmdet - INFO - Epoch [47][100/1111] lr: 9.504e-03, eta: 2 days, 0:25:09, time: 0.669, data_time: 0.028, memory: 27318, loss_cls: 0.3815, loss_bbox: 1.2405, loss_obj: 0.4179, loss: 2.0400 2023-02-24 11:45:16,964 - mmdet - INFO - Epoch [47][150/1111] lr: 9.503e-03, eta: 2 days, 0:24:32, time: 0.594, data_time: 0.031, memory: 27318, loss_cls: 0.3892, loss_bbox: 1.2855, loss_obj: 0.4122, loss: 2.0870 2023-02-24 11:45:49,744 - mmdet - INFO - Epoch [47][200/1111] lr: 9.502e-03, eta: 2 days, 0:24:11, time: 0.656, data_time: 0.025, memory: 27318, loss_cls: 0.3843, loss_bbox: 1.2533, loss_obj: 0.4073, loss: 2.0448 2023-02-24 11:46:20,584 - mmdet - INFO - Epoch [47][250/1111] lr: 9.501e-03, eta: 2 days, 0:23:40, time: 0.617, data_time: 0.031, memory: 27318, loss_cls: 0.3885, loss_bbox: 1.2775, loss_obj: 0.4266, loss: 2.0927 2023-02-24 11:46:46,295 - mmdet - INFO - Epoch [47][300/1111] lr: 9.500e-03, eta: 2 days, 0:22:40, time: 0.514, data_time: 0.036, memory: 27318, loss_cls: 0.3992, loss_bbox: 1.3368, loss_obj: 0.4177, loss: 2.1536 2023-02-24 11:47:18,949 - mmdet - INFO - Epoch [47][350/1111] lr: 9.499e-03, eta: 2 days, 0:22:19, time: 0.653, data_time: 0.026, memory: 27318, loss_cls: 0.3860, loss_bbox: 1.2573, loss_obj: 0.4040, loss: 2.0473 2023-02-24 11:47:50,508 - mmdet - INFO - Epoch [47][400/1111] lr: 9.498e-03, eta: 2 days, 0:21:52, time: 0.631, data_time: 0.028, memory: 27318, loss_cls: 0.3876, loss_bbox: 1.2691, loss_obj: 0.4013, loss: 2.0580 2023-02-24 11:48:23,467 - mmdet - INFO - Epoch [47][450/1111] lr: 9.497e-03, eta: 2 days, 0:21:32, time: 0.659, data_time: 0.028, memory: 27318, loss_cls: 0.3918, loss_bbox: 1.2886, loss_obj: 0.4179, loss: 2.0983 2023-02-24 11:48:54,696 - mmdet - INFO - Epoch [47][500/1111] lr: 9.496e-03, eta: 2 days, 0:21:03, time: 0.624, data_time: 0.028, memory: 27318, loss_cls: 0.3858, loss_bbox: 1.2623, loss_obj: 0.4045, loss: 2.0525 2023-02-24 11:49:25,329 - mmdet - INFO - Epoch [47][550/1111] lr: 9.494e-03, eta: 2 days, 0:20:31, time: 0.613, data_time: 0.031, memory: 27318, loss_cls: 0.3861, loss_bbox: 1.2662, loss_obj: 0.4184, loss: 2.0707 2023-02-24 11:49:51,884 - mmdet - INFO - Epoch [47][600/1111] lr: 9.493e-03, eta: 2 days, 0:19:36, time: 0.531, data_time: 0.034, memory: 27318, loss_cls: 0.3887, loss_bbox: 1.2864, loss_obj: 0.4027, loss: 2.0779 2023-02-24 11:50:23,383 - mmdet - INFO - Epoch [47][650/1111] lr: 9.492e-03, eta: 2 days, 0:19:09, time: 0.630, data_time: 0.034, memory: 27318, loss_cls: 0.3914, loss_bbox: 1.2940, loss_obj: 0.4110, loss: 2.0965 2023-02-24 11:50:52,993 - mmdet - INFO - Epoch [47][700/1111] lr: 9.491e-03, eta: 2 days, 0:18:31, time: 0.592, data_time: 0.032, memory: 27318, loss_cls: 0.3896, loss_bbox: 1.2801, loss_obj: 0.4139, loss: 2.0836 2023-02-24 11:51:24,434 - mmdet - INFO - Epoch [47][750/1111] lr: 9.490e-03, eta: 2 days, 0:18:03, time: 0.629, data_time: 0.028, memory: 27318, loss_cls: 0.3864, loss_bbox: 1.2646, loss_obj: 0.4112, loss: 2.0622 2023-02-24 11:51:55,383 - mmdet - INFO - Epoch [47][800/1111] lr: 9.489e-03, eta: 2 days, 0:17:32, time: 0.619, data_time: 0.031, memory: 27318, loss_cls: 0.3821, loss_bbox: 1.2521, loss_obj: 0.4099, loss: 2.0441 2023-02-24 11:52:26,547 - mmdet - INFO - Epoch [47][850/1111] lr: 9.488e-03, eta: 2 days, 0:17:03, time: 0.623, data_time: 0.030, memory: 27318, loss_cls: 0.3894, loss_bbox: 1.2785, loss_obj: 0.4041, loss: 2.0721 2023-02-24 11:52:57,868 - mmdet - INFO - Epoch [47][900/1111] lr: 9.487e-03, eta: 2 days, 0:16:34, time: 0.626, data_time: 0.028, memory: 27318, loss_cls: 0.3879, loss_bbox: 1.2757, loss_obj: 0.4186, loss: 2.0821 2023-02-24 11:53:27,537 - mmdet - INFO - Epoch [47][950/1111] lr: 9.486e-03, eta: 2 days, 0:15:57, time: 0.593, data_time: 0.033, memory: 27318, loss_cls: 0.3942, loss_bbox: 1.3100, loss_obj: 0.4323, loss: 2.1364 2023-02-24 11:53:58,857 - mmdet - INFO - Epoch [47][1000/1111] lr: 9.485e-03, eta: 2 days, 0:15:28, time: 0.626, data_time: 0.024, memory: 27318, loss_cls: 0.3838, loss_bbox: 1.2506, loss_obj: 0.4048, loss: 2.0393 2023-02-24 11:54:28,875 - mmdet - INFO - Epoch [47][1050/1111] lr: 9.484e-03, eta: 2 days, 0:14:53, time: 0.600, data_time: 0.029, memory: 27318, loss_cls: 0.3882, loss_bbox: 1.2718, loss_obj: 0.3976, loss: 2.0576 2023-02-24 11:54:58,585 - mmdet - INFO - Epoch [47][1100/1111] lr: 9.483e-03, eta: 2 days, 0:14:15, time: 0.594, data_time: 0.024, memory: 27318, loss_cls: 0.3926, loss_bbox: 1.2969, loss_obj: 0.4266, loss: 2.1162 2023-02-24 11:55:54,456 - mmdet - INFO - Epoch [48][50/1111] lr: 9.481e-03, eta: 2 days, 0:14:36, time: 0.969, data_time: 0.295, memory: 27318, loss_cls: 0.3836, loss_bbox: 1.2570, loss_obj: 0.4129, loss: 2.0535 2023-02-24 11:56:22,148 - mmdet - INFO - Epoch [48][100/1111] lr: 9.480e-03, eta: 2 days, 0:13:48, time: 0.554, data_time: 0.032, memory: 27318, loss_cls: 0.3862, loss_bbox: 1.2671, loss_obj: 0.3959, loss: 2.0493 2023-02-24 11:56:57,194 - mmdet - INFO - Epoch [48][150/1111] lr: 9.479e-03, eta: 2 days, 0:13:39, time: 0.701, data_time: 0.028, memory: 27318, loss_cls: 0.3846, loss_bbox: 1.2569, loss_obj: 0.4177, loss: 2.0592 2023-02-24 11:57:31,032 - mmdet - INFO - Epoch [48][200/1111] lr: 9.478e-03, eta: 2 days, 0:13:24, time: 0.677, data_time: 0.025, memory: 27318, loss_cls: 0.3862, loss_bbox: 1.2630, loss_obj: 0.4125, loss: 2.0618 2023-02-24 11:58:00,023 - mmdet - INFO - Epoch [48][250/1111] lr: 9.477e-03, eta: 2 days, 0:12:43, time: 0.580, data_time: 0.033, memory: 27318, loss_cls: 0.3891, loss_bbox: 1.2884, loss_obj: 0.4198, loss: 2.0972 2023-02-24 11:58:33,888 - mmdet - INFO - Epoch [48][300/1111] lr: 9.476e-03, eta: 2 days, 0:12:28, time: 0.677, data_time: 0.028, memory: 27318, loss_cls: 0.3810, loss_bbox: 1.2303, loss_obj: 0.3950, loss: 2.0062 2023-02-24 11:59:05,659 - mmdet - INFO - Epoch [48][350/1111] lr: 9.475e-03, eta: 2 days, 0:12:01, time: 0.635, data_time: 0.029, memory: 27318, loss_cls: 0.3884, loss_bbox: 1.2741, loss_obj: 0.4137, loss: 2.0762 2023-02-24 11:59:32,124 - mmdet - INFO - Epoch [48][400/1111] lr: 9.474e-03, eta: 2 days, 0:11:07, time: 0.529, data_time: 0.033, memory: 27318, loss_cls: 0.3883, loss_bbox: 1.2812, loss_obj: 0.4077, loss: 2.0771 2023-02-24 12:00:06,963 - mmdet - INFO - Epoch [48][450/1111] lr: 9.472e-03, eta: 2 days, 0:10:57, time: 0.697, data_time: 0.025, memory: 27318, loss_cls: 0.3846, loss_bbox: 1.2561, loss_obj: 0.4179, loss: 2.0586 2023-02-24 12:00:37,995 - mmdet - INFO - Epoch [48][500/1111] lr: 9.471e-03, eta: 2 days, 0:10:26, time: 0.621, data_time: 0.028, memory: 27318, loss_cls: 0.3776, loss_bbox: 1.2277, loss_obj: 0.3998, loss: 2.0051 2023-02-24 12:01:08,070 - mmdet - INFO - Epoch [48][550/1111] lr: 9.470e-03, eta: 2 days, 0:09:51, time: 0.602, data_time: 0.032, memory: 27318, loss_cls: 0.3879, loss_bbox: 1.2793, loss_obj: 0.4184, loss: 2.0856 2023-02-24 12:01:40,954 - mmdet - INFO - Epoch [48][600/1111] lr: 9.469e-03, eta: 2 days, 0:09:31, time: 0.658, data_time: 0.029, memory: 27318, loss_cls: 0.3875, loss_bbox: 1.2671, loss_obj: 0.4100, loss: 2.0645 2023-02-24 12:02:10,631 - mmdet - INFO - Epoch [48][650/1111] lr: 9.468e-03, eta: 2 days, 0:08:53, time: 0.593, data_time: 0.027, memory: 27318, loss_cls: 0.3891, loss_bbox: 1.2792, loss_obj: 0.4101, loss: 2.0784 2023-02-24 12:02:43,780 - mmdet - INFO - Epoch [48][700/1111] lr: 9.467e-03, eta: 2 days, 0:08:34, time: 0.663, data_time: 0.029, memory: 27318, loss_cls: 0.3818, loss_bbox: 1.2365, loss_obj: 0.4093, loss: 2.0276 2023-02-24 12:03:14,268 - mmdet - INFO - Epoch [48][750/1111] lr: 9.466e-03, eta: 2 days, 0:08:01, time: 0.610, data_time: 0.032, memory: 27318, loss_cls: 0.3846, loss_bbox: 1.2607, loss_obj: 0.4063, loss: 2.0516 2023-02-24 12:03:43,361 - mmdet - INFO - Epoch [48][800/1111] lr: 9.465e-03, eta: 2 days, 0:07:21, time: 0.582, data_time: 0.026, memory: 27318, loss_cls: 0.3920, loss_bbox: 1.2927, loss_obj: 0.4195, loss: 2.1042 2023-02-24 12:04:14,261 - mmdet - INFO - Epoch [48][850/1111] lr: 9.464e-03, eta: 2 days, 0:06:50, time: 0.618, data_time: 0.030, memory: 27318, loss_cls: 0.3842, loss_bbox: 1.2592, loss_obj: 0.4099, loss: 2.0533 2023-02-24 12:04:44,892 - mmdet - INFO - Epoch [48][900/1111] lr: 9.463e-03, eta: 2 days, 0:06:17, time: 0.612, data_time: 0.028, memory: 27318, loss_cls: 0.3875, loss_bbox: 1.2728, loss_obj: 0.4096, loss: 2.0699 2023-02-24 12:05:17,996 - mmdet - INFO - Epoch [48][950/1111] lr: 9.461e-03, eta: 2 days, 0:05:58, time: 0.662, data_time: 0.025, memory: 27318, loss_cls: 0.3883, loss_bbox: 1.2706, loss_obj: 0.4060, loss: 2.0649 2023-02-24 12:05:46,556 - mmdet - INFO - Epoch [48][1000/1111] lr: 9.460e-03, eta: 2 days, 0:05:15, time: 0.571, data_time: 0.032, memory: 27318, loss_cls: 0.3854, loss_bbox: 1.2621, loss_obj: 0.3916, loss: 2.0391 2023-02-24 12:06:17,059 - mmdet - INFO - Epoch [48][1050/1111] lr: 9.459e-03, eta: 2 days, 0:04:42, time: 0.610, data_time: 0.028, memory: 27318, loss_cls: 0.3875, loss_bbox: 1.2700, loss_obj: 0.4116, loss: 2.0691 2023-02-24 12:06:42,911 - mmdet - INFO - Epoch [48][1100/1111] lr: 9.458e-03, eta: 2 days, 0:03:44, time: 0.517, data_time: 0.027, memory: 27318, loss_cls: 0.3860, loss_bbox: 1.2763, loss_obj: 0.4151, loss: 2.0774 2023-02-24 12:07:33,971 - mmdet - INFO - Epoch [49][50/1111] lr: 9.457e-03, eta: 2 days, 0:03:44, time: 0.898, data_time: 0.290, memory: 27318, loss_cls: 0.3915, loss_bbox: 1.2988, loss_obj: 0.4172, loss: 2.1075 2023-02-24 12:08:01,280 - mmdet - INFO - Epoch [49][100/1111] lr: 9.456e-03, eta: 2 days, 0:02:55, time: 0.546, data_time: 0.037, memory: 27318, loss_cls: 0.3848, loss_bbox: 1.2650, loss_obj: 0.4104, loss: 2.0602 2023-02-24 12:08:34,146 - mmdet - INFO - Epoch [49][150/1111] lr: 9.454e-03, eta: 2 days, 0:02:34, time: 0.657, data_time: 0.026, memory: 27318, loss_cls: 0.3904, loss_bbox: 1.2827, loss_obj: 0.4261, loss: 2.0993 2023-02-24 12:09:06,256 - mmdet - INFO - Epoch [49][200/1111] lr: 9.453e-03, eta: 2 days, 0:02:09, time: 0.642, data_time: 0.027, memory: 27318, loss_cls: 0.3862, loss_bbox: 1.2627, loss_obj: 0.3959, loss: 2.0448 2023-02-24 12:09:39,728 - mmdet - INFO - Epoch [49][250/1111] lr: 9.452e-03, eta: 2 days, 0:01:52, time: 0.669, data_time: 0.027, memory: 27318, loss_cls: 0.3849, loss_bbox: 1.2595, loss_obj: 0.4139, loss: 2.0584 2023-02-24 12:10:08,978 - mmdet - INFO - Epoch [49][300/1111] lr: 9.451e-03, eta: 2 days, 0:01:12, time: 0.585, data_time: 0.038, memory: 27318, loss_cls: 0.3882, loss_bbox: 1.2860, loss_obj: 0.4191, loss: 2.0933 2023-02-24 12:10:38,767 - mmdet - INFO - Epoch [49][350/1111] lr: 9.450e-03, eta: 2 days, 0:00:36, time: 0.596, data_time: 0.028, memory: 27318, loss_cls: 0.3892, loss_bbox: 1.2820, loss_obj: 0.4077, loss: 2.0789 2023-02-24 12:11:07,680 - mmdet - INFO - Epoch [49][400/1111] lr: 9.449e-03, eta: 1 day, 23:59:54, time: 0.578, data_time: 0.033, memory: 27318, loss_cls: 0.3870, loss_bbox: 1.2771, loss_obj: 0.4231, loss: 2.0872 2023-02-24 12:11:36,810 - mmdet - INFO - Epoch [49][450/1111] lr: 9.448e-03, eta: 1 day, 23:59:14, time: 0.583, data_time: 0.032, memory: 27318, loss_cls: 0.3923, loss_bbox: 1.2959, loss_obj: 0.4197, loss: 2.1079 2023-02-24 12:12:05,507 - mmdet - INFO - Epoch [49][500/1111] lr: 9.447e-03, eta: 1 day, 23:58:32, time: 0.574, data_time: 0.033, memory: 27318, loss_cls: 0.3875, loss_bbox: 1.2775, loss_obj: 0.3990, loss: 2.0639 2023-02-24 12:12:35,124 - mmdet - INFO - Epoch [49][550/1111] lr: 9.446e-03, eta: 1 day, 23:57:54, time: 0.592, data_time: 0.030, memory: 27318, loss_cls: 0.3841, loss_bbox: 1.2669, loss_obj: 0.4062, loss: 2.0572 2023-02-24 12:13:08,206 - mmdet - INFO - Epoch [49][600/1111] lr: 9.444e-03, eta: 1 day, 23:57:35, time: 0.662, data_time: 0.029, memory: 27318, loss_cls: 0.3881, loss_bbox: 1.2688, loss_obj: 0.3984, loss: 2.0553 2023-02-24 12:13:38,840 - mmdet - INFO - Epoch [49][650/1111] lr: 9.443e-03, eta: 1 day, 23:57:02, time: 0.612, data_time: 0.030, memory: 27318, loss_cls: 0.3855, loss_bbox: 1.2666, loss_obj: 0.4111, loss: 2.0631 2023-02-24 12:14:08,552 - mmdet - INFO - Epoch [49][700/1111] lr: 9.442e-03, eta: 1 day, 23:56:25, time: 0.594, data_time: 0.029, memory: 27318, loss_cls: 0.3885, loss_bbox: 1.2756, loss_obj: 0.4040, loss: 2.0681 2023-02-24 12:14:46,104 - mmdet - INFO - Epoch [49][750/1111] lr: 9.441e-03, eta: 1 day, 23:56:29, time: 0.751, data_time: 0.022, memory: 27318, loss_cls: 0.3807, loss_bbox: 1.2363, loss_obj: 0.4106, loss: 2.0276 2023-02-24 12:15:15,654 - mmdet - INFO - Epoch [49][800/1111] lr: 9.440e-03, eta: 1 day, 23:55:51, time: 0.591, data_time: 0.035, memory: 27318, loss_cls: 0.3866, loss_bbox: 1.2700, loss_obj: 0.4119, loss: 2.0685 2023-02-24 12:15:46,733 - mmdet - INFO - Epoch [49][850/1111] lr: 9.439e-03, eta: 1 day, 23:55:21, time: 0.622, data_time: 0.029, memory: 27318, loss_cls: 0.3865, loss_bbox: 1.2654, loss_obj: 0.4065, loss: 2.0585 2023-02-24 12:16:18,729 - mmdet - INFO - Epoch [49][900/1111] lr: 9.438e-03, eta: 1 day, 23:54:56, time: 0.640, data_time: 0.026, memory: 27318, loss_cls: 0.3847, loss_bbox: 1.2534, loss_obj: 0.4133, loss: 2.0515 2023-02-24 12:16:46,506 - mmdet - INFO - Epoch [49][950/1111] lr: 9.436e-03, eta: 1 day, 23:54:09, time: 0.556, data_time: 0.038, memory: 27318, loss_cls: 0.3862, loss_bbox: 1.2749, loss_obj: 0.4241, loss: 2.0852 2023-02-24 12:17:20,584 - mmdet - INFO - Epoch [49][1000/1111] lr: 9.435e-03, eta: 1 day, 23:53:54, time: 0.682, data_time: 0.022, memory: 27318, loss_cls: 0.3895, loss_bbox: 1.2742, loss_obj: 0.4253, loss: 2.0889 2023-02-24 12:17:52,960 - mmdet - INFO - Epoch [49][1050/1111] lr: 9.434e-03, eta: 1 day, 23:53:31, time: 0.647, data_time: 0.029, memory: 27318, loss_cls: 0.3775, loss_bbox: 1.2249, loss_obj: 0.4057, loss: 2.0081 2023-02-24 12:18:21,465 - mmdet - INFO - Epoch [49][1100/1111] lr: 9.433e-03, eta: 1 day, 23:52:47, time: 0.570, data_time: 0.026, memory: 27318, loss_cls: 0.3833, loss_bbox: 1.2609, loss_obj: 0.4127, loss: 2.0569 2023-02-24 12:19:14,799 - mmdet - INFO - Epoch [50][50/1111] lr: 9.432e-03, eta: 1 day, 23:52:50, time: 0.912, data_time: 0.275, memory: 27318, loss_cls: 0.3832, loss_bbox: 1.2566, loss_obj: 0.4039, loss: 2.0437 2023-02-24 12:19:40,311 - mmdet - INFO - Epoch [50][100/1111] lr: 9.431e-03, eta: 1 day, 23:51:51, time: 0.510, data_time: 0.042, memory: 27318, loss_cls: 0.3969, loss_bbox: 1.3292, loss_obj: 0.4116, loss: 2.1377 2023-02-24 12:20:10,427 - mmdet - INFO - Epoch [50][150/1111] lr: 9.429e-03, eta: 1 day, 23:51:16, time: 0.602, data_time: 0.028, memory: 27318, loss_cls: 0.3894, loss_bbox: 1.2892, loss_obj: 0.4139, loss: 2.0925 2023-02-24 12:20:39,495 - mmdet - INFO - Epoch [50][200/1111] lr: 9.428e-03, eta: 1 day, 23:50:36, time: 0.581, data_time: 0.035, memory: 27318, loss_cls: 0.3919, loss_bbox: 1.3030, loss_obj: 0.4296, loss: 2.1244 2023-02-24 12:21:09,081 - mmdet - INFO - Epoch [50][250/1111] lr: 9.427e-03, eta: 1 day, 23:49:59, time: 0.592, data_time: 0.031, memory: 27318, loss_cls: 0.3808, loss_bbox: 1.2372, loss_obj: 0.3940, loss: 2.0120 2023-02-24 12:21:45,221 - mmdet - INFO - Epoch [50][300/1111] lr: 9.426e-03, eta: 1 day, 23:49:54, time: 0.723, data_time: 0.023, memory: 27318, loss_cls: 0.3854, loss_bbox: 1.2535, loss_obj: 0.4079, loss: 2.0468 2023-02-24 12:22:15,201 - mmdet - INFO - Epoch [50][350/1111] lr: 9.425e-03, eta: 1 day, 23:49:19, time: 0.599, data_time: 0.032, memory: 27318, loss_cls: 0.3822, loss_bbox: 1.2472, loss_obj: 0.3910, loss: 2.0204 2023-02-24 12:22:47,304 - mmdet - INFO - Epoch [50][400/1111] lr: 9.424e-03, eta: 1 day, 23:48:54, time: 0.642, data_time: 0.026, memory: 27318, loss_cls: 0.3849, loss_bbox: 1.2624, loss_obj: 0.4228, loss: 2.0701 2023-02-24 12:23:17,228 - mmdet - INFO - Epoch [50][450/1111] lr: 9.423e-03, eta: 1 day, 23:48:18, time: 0.598, data_time: 0.033, memory: 27318, loss_cls: 0.3857, loss_bbox: 1.2619, loss_obj: 0.3982, loss: 2.0458 2023-02-24 12:23:48,263 - mmdet - INFO - Epoch [50][500/1111] lr: 9.421e-03, eta: 1 day, 23:47:48, time: 0.621, data_time: 0.030, memory: 27318, loss_cls: 0.3857, loss_bbox: 1.2642, loss_obj: 0.4126, loss: 2.0625 2023-02-24 12:24:15,882 - mmdet - INFO - Epoch [50][550/1111] lr: 9.420e-03, eta: 1 day, 23:47:00, time: 0.552, data_time: 0.030, memory: 27318, loss_cls: 0.3839, loss_bbox: 1.2594, loss_obj: 0.4001, loss: 2.0434 2023-02-24 12:24:43,841 - mmdet - INFO - Epoch [50][600/1111] lr: 9.419e-03, eta: 1 day, 23:46:14, time: 0.559, data_time: 0.032, memory: 27318, loss_cls: 0.3804, loss_bbox: 1.2453, loss_obj: 0.3932, loss: 2.0190 2023-02-24 12:25:12,204 - mmdet - INFO - Epoch [50][650/1111] lr: 9.418e-03, eta: 1 day, 23:45:31, time: 0.567, data_time: 0.028, memory: 27318, loss_cls: 0.3913, loss_bbox: 1.2945, loss_obj: 0.4128, loss: 2.0986 2023-02-24 12:25:42,819 - mmdet - INFO - Epoch [50][700/1111] lr: 9.417e-03, eta: 1 day, 23:44:58, time: 0.612, data_time: 0.034, memory: 27318, loss_cls: 0.3867, loss_bbox: 1.2675, loss_obj: 0.4046, loss: 2.0589 2023-02-24 12:26:14,151 - mmdet - INFO - Epoch [50][750/1111] lr: 9.416e-03, eta: 1 day, 23:44:29, time: 0.626, data_time: 0.027, memory: 27318, loss_cls: 0.3819, loss_bbox: 1.2410, loss_obj: 0.3941, loss: 2.0170 2023-02-24 12:26:44,294 - mmdet - INFO - Epoch [50][800/1111] lr: 9.415e-03, eta: 1 day, 23:43:55, time: 0.603, data_time: 0.030, memory: 27318, loss_cls: 0.3897, loss_bbox: 1.2800, loss_obj: 0.3975, loss: 2.0672 2023-02-24 12:27:12,539 - mmdet - INFO - Epoch [50][850/1111] lr: 9.413e-03, eta: 1 day, 23:43:11, time: 0.565, data_time: 0.033, memory: 27318, loss_cls: 0.3918, loss_bbox: 1.3005, loss_obj: 0.4125, loss: 2.1049 2023-02-24 12:27:41,437 - mmdet - INFO - Epoch [50][900/1111] lr: 9.412e-03, eta: 1 day, 23:42:30, time: 0.578, data_time: 0.039, memory: 27318, loss_cls: 0.3860, loss_bbox: 1.2701, loss_obj: 0.4111, loss: 2.0673 2023-02-24 12:28:11,149 - mmdet - INFO - Epoch [50][950/1111] lr: 9.411e-03, eta: 1 day, 23:41:53, time: 0.594, data_time: 0.027, memory: 27318, loss_cls: 0.3841, loss_bbox: 1.2540, loss_obj: 0.4120, loss: 2.0501 2023-02-24 12:28:36,661 - mmdet - INFO - Epoch [50][1000/1111] lr: 9.410e-03, eta: 1 day, 23:40:55, time: 0.510, data_time: 0.038, memory: 27318, loss_cls: 0.3913, loss_bbox: 1.3006, loss_obj: 0.4108, loss: 2.1026 2023-02-24 12:29:09,917 - mmdet - INFO - Epoch [50][1050/1111] lr: 9.409e-03, eta: 1 day, 23:40:36, time: 0.665, data_time: 0.025, memory: 27318, loss_cls: 0.3877, loss_bbox: 1.2652, loss_obj: 0.4287, loss: 2.0816 2023-02-24 12:29:38,503 - mmdet - INFO - Epoch [50][1100/1111] lr: 9.408e-03, eta: 1 day, 23:39:53, time: 0.572, data_time: 0.028, memory: 27318, loss_cls: 0.3873, loss_bbox: 1.2745, loss_obj: 0.4096, loss: 2.0713 2023-02-24 12:29:43,232 - mmdet - INFO - Saving checkpoint at 50 epochs 2023-02-24 12:32:34,853 - mmdet - INFO - Evaluating bbox... 2023-02-24 12:32:51,621 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.859 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.964 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.926 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.045 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.753 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.911 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.885 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.885 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.885 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.191 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.808 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.932 2023-02-24 12:32:51,870 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_40.pth was removed 2023-02-24 12:32:54,516 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_50.pth. 2023-02-24 12:32:54,517 - mmdet - INFO - Best bbox_mAP is 0.8594 at 50 epoch. 2023-02-24 12:32:54,517 - mmdet - INFO - Exp name: yolox_x.py 2023-02-24 12:32:54,517 - mmdet - INFO - Epoch(val) [50][4200] bbox_mAP: 0.8594, bbox_mAP_50: 0.9635, bbox_mAP_75: 0.9261, bbox_mAP_s: 0.0453, bbox_mAP_m: 0.7535, bbox_mAP_l: 0.9106, bbox_mAP_copypaste: 0.8594 0.9635 0.9261 0.0453 0.7535 0.9106 2023-02-24 12:33:35,077 - mmdet - INFO - Epoch [51][50/1111] lr: 9.406e-03, eta: 1 day, 23:39:30, time: 0.810, data_time: 0.172, memory: 27318, loss_cls: 0.3801, loss_bbox: 1.2369, loss_obj: 0.3859, loss: 2.0029 2023-02-24 12:34:08,258 - mmdet - INFO - Epoch [51][100/1111] lr: 9.405e-03, eta: 1 day, 23:39:10, time: 0.664, data_time: 0.026, memory: 27318, loss_cls: 0.3812, loss_bbox: 1.2404, loss_obj: 0.4104, loss: 2.0320 2023-02-24 12:34:38,425 - mmdet - INFO - Epoch [51][150/1111] lr: 9.404e-03, eta: 1 day, 23:38:36, time: 0.603, data_time: 0.031, memory: 27318, loss_cls: 0.3807, loss_bbox: 1.2378, loss_obj: 0.3959, loss: 2.0145 2023-02-24 12:35:07,868 - mmdet - INFO - Epoch [51][200/1111] lr: 9.403e-03, eta: 1 day, 23:37:58, time: 0.589, data_time: 0.031, memory: 27318, loss_cls: 0.3826, loss_bbox: 1.2526, loss_obj: 0.3960, loss: 2.0312 2023-02-24 12:35:44,568 - mmdet - INFO - Epoch [51][250/1111] lr: 9.401e-03, eta: 1 day, 23:37:56, time: 0.734, data_time: 0.022, memory: 27318, loss_cls: 0.3809, loss_bbox: 1.2366, loss_obj: 0.4065, loss: 2.0240 2023-02-24 12:36:11,181 - mmdet - INFO - Epoch [51][300/1111] lr: 9.400e-03, eta: 1 day, 23:37:04, time: 0.532, data_time: 0.037, memory: 27318, loss_cls: 0.3880, loss_bbox: 1.2848, loss_obj: 0.3957, loss: 2.0685 2023-02-24 12:36:43,803 - mmdet - INFO - Epoch [51][350/1111] lr: 9.399e-03, eta: 1 day, 23:36:41, time: 0.652, data_time: 0.026, memory: 27318, loss_cls: 0.3795, loss_bbox: 1.2324, loss_obj: 0.3965, loss: 2.0084 2023-02-24 12:37:16,749 - mmdet - INFO - Epoch [51][400/1111] lr: 9.398e-03, eta: 1 day, 23:36:21, time: 0.659, data_time: 0.031, memory: 27318, loss_cls: 0.3863, loss_bbox: 1.2688, loss_obj: 0.4264, loss: 2.0815 2023-02-24 12:37:50,598 - mmdet - INFO - Exp name: yolox_x.py 2023-02-24 12:37:50,598 - mmdet - INFO - Epoch [51][450/1111] lr: 9.397e-03, eta: 1 day, 23:36:04, time: 0.677, data_time: 0.026, memory: 27318, loss_cls: 0.3876, loss_bbox: 1.2695, loss_obj: 0.4168, loss: 2.0739 2023-02-24 12:38:16,295 - mmdet - INFO - Epoch [51][500/1111] lr: 9.396e-03, eta: 1 day, 23:35:08, time: 0.514, data_time: 0.035, memory: 27318, loss_cls: 0.3921, loss_bbox: 1.3001, loss_obj: 0.4085, loss: 2.1007 2023-02-24 12:38:45,795 - mmdet - INFO - Epoch [51][550/1111] lr: 9.394e-03, eta: 1 day, 23:34:30, time: 0.590, data_time: 0.036, memory: 27318, loss_cls: 0.3907, loss_bbox: 1.2927, loss_obj: 0.4219, loss: 2.1053 2023-02-24 12:39:18,445 - mmdet - INFO - Epoch [51][600/1111] lr: 9.393e-03, eta: 1 day, 23:34:08, time: 0.653, data_time: 0.024, memory: 27318, loss_cls: 0.3803, loss_bbox: 1.2325, loss_obj: 0.3890, loss: 2.0017 2023-02-24 12:39:47,081 - mmdet - INFO - Epoch [51][650/1111] lr: 9.392e-03, eta: 1 day, 23:33:26, time: 0.573, data_time: 0.034, memory: 27318, loss_cls: 0.3911, loss_bbox: 1.2905, loss_obj: 0.4066, loss: 2.0882 2023-02-24 12:40:18,071 - mmdet - INFO - Epoch [51][700/1111] lr: 9.391e-03, eta: 1 day, 23:32:55, time: 0.620, data_time: 0.032, memory: 27318, loss_cls: 0.3804, loss_bbox: 1.2374, loss_obj: 0.3832, loss: 2.0009 2023-02-24 12:40:47,383 - mmdet - INFO - Epoch [51][750/1111] lr: 9.390e-03, eta: 1 day, 23:32:16, time: 0.586, data_time: 0.034, memory: 27318, loss_cls: 0.3867, loss_bbox: 1.2714, loss_obj: 0.4187, loss: 2.0769 2023-02-24 12:41:17,776 - mmdet - INFO - Epoch [51][800/1111] lr: 9.389e-03, eta: 1 day, 23:31:43, time: 0.608, data_time: 0.025, memory: 27318, loss_cls: 0.3850, loss_bbox: 1.2630, loss_obj: 0.4070, loss: 2.0550 2023-02-24 12:41:49,921 - mmdet - INFO - Epoch [51][850/1111] lr: 9.387e-03, eta: 1 day, 23:31:18, time: 0.643, data_time: 0.032, memory: 27318, loss_cls: 0.3799, loss_bbox: 1.2378, loss_obj: 0.3991, loss: 2.0168 2023-02-24 12:42:22,754 - mmdet - INFO - Epoch [51][900/1111] lr: 9.386e-03, eta: 1 day, 23:30:57, time: 0.657, data_time: 0.028, memory: 27318, loss_cls: 0.3866, loss_bbox: 1.2715, loss_obj: 0.4186, loss: 2.0767 2023-02-24 12:42:54,332 - mmdet - INFO - Epoch [51][950/1111] lr: 9.385e-03, eta: 1 day, 23:30:29, time: 0.632, data_time: 0.027, memory: 27318, loss_cls: 0.3882, loss_bbox: 1.2785, loss_obj: 0.4231, loss: 2.0897 2023-02-24 12:43:25,105 - mmdet - INFO - Epoch [51][1000/1111] lr: 9.384e-03, eta: 1 day, 23:29:58, time: 0.615, data_time: 0.030, memory: 27318, loss_cls: 0.3863, loss_bbox: 1.2642, loss_obj: 0.3993, loss: 2.0498 2023-02-24 12:43:51,481 - mmdet - INFO - Epoch [51][1050/1111] lr: 9.383e-03, eta: 1 day, 23:29:05, time: 0.528, data_time: 0.032, memory: 27318, loss_cls: 0.3840, loss_bbox: 1.2631, loss_obj: 0.3938, loss: 2.0410 2023-02-24 12:44:21,629 - mmdet - INFO - Epoch [51][1100/1111] lr: 9.382e-03, eta: 1 day, 23:28:30, time: 0.603, data_time: 0.026, memory: 27318, loss_cls: 0.3809, loss_bbox: 1.2378, loss_obj: 0.3852, loss: 2.0039 2023-02-24 12:45:16,295 - mmdet - INFO - Epoch [52][50/1111] lr: 9.380e-03, eta: 1 day, 23:28:45, time: 0.969, data_time: 0.267, memory: 27318, loss_cls: 0.3777, loss_bbox: 1.2279, loss_obj: 0.3944, loss: 2.0000 2023-02-24 12:45:45,398 - mmdet - INFO - Epoch [52][100/1111] lr: 9.379e-03, eta: 1 day, 23:28:06, time: 0.582, data_time: 0.028, memory: 27318, loss_cls: 0.3862, loss_bbox: 1.2684, loss_obj: 0.4057, loss: 2.0603 2023-02-24 12:46:14,345 - mmdet - INFO - Epoch [52][150/1111] lr: 9.378e-03, eta: 1 day, 23:27:25, time: 0.579, data_time: 0.026, memory: 27318, loss_cls: 0.3855, loss_bbox: 1.2655, loss_obj: 0.4098, loss: 2.0607 2023-02-24 12:46:44,834 - mmdet - INFO - Epoch [52][200/1111] lr: 9.377e-03, eta: 1 day, 23:26:52, time: 0.610, data_time: 0.029, memory: 27318, loss_cls: 0.3832, loss_bbox: 1.2549, loss_obj: 0.4048, loss: 2.0429 2023-02-24 12:47:16,506 - mmdet - INFO - Epoch [52][250/1111] lr: 9.375e-03, eta: 1 day, 23:26:25, time: 0.633, data_time: 0.034, memory: 27318, loss_cls: 0.3809, loss_bbox: 1.2415, loss_obj: 0.4044, loss: 2.0268 2023-02-24 12:47:42,395 - mmdet - INFO - Epoch [52][300/1111] lr: 9.374e-03, eta: 1 day, 23:25:30, time: 0.518, data_time: 0.034, memory: 27318, loss_cls: 0.3809, loss_bbox: 1.2522, loss_obj: 0.3933, loss: 2.0264 2023-02-24 12:48:10,675 - mmdet - INFO - Epoch [52][350/1111] lr: 9.373e-03, eta: 1 day, 23:24:47, time: 0.566, data_time: 0.052, memory: 27318, loss_cls: 0.3853, loss_bbox: 1.2700, loss_obj: 0.4073, loss: 2.0625 2023-02-24 12:48:37,252 - mmdet - INFO - Epoch [52][400/1111] lr: 9.372e-03, eta: 1 day, 23:23:55, time: 0.531, data_time: 0.038, memory: 27318, loss_cls: 0.3858, loss_bbox: 1.2716, loss_obj: 0.4101, loss: 2.0675 2023-02-24 12:49:07,162 - mmdet - INFO - Epoch [52][450/1111] lr: 9.371e-03, eta: 1 day, 23:23:19, time: 0.598, data_time: 0.034, memory: 27318, loss_cls: 0.3852, loss_bbox: 1.2698, loss_obj: 0.4041, loss: 2.0591 2023-02-24 12:49:34,772 - mmdet - INFO - Epoch [52][500/1111] lr: 9.369e-03, eta: 1 day, 23:22:32, time: 0.552, data_time: 0.029, memory: 27318, loss_cls: 0.3807, loss_bbox: 1.2486, loss_obj: 0.4031, loss: 2.0323 2023-02-24 12:50:06,495 - mmdet - INFO - Epoch [52][550/1111] lr: 9.368e-03, eta: 1 day, 23:22:06, time: 0.635, data_time: 0.031, memory: 27318, loss_cls: 0.3872, loss_bbox: 1.2696, loss_obj: 0.4137, loss: 2.0705 2023-02-24 12:50:32,563 - mmdet - INFO - Epoch [52][600/1111] lr: 9.367e-03, eta: 1 day, 23:21:11, time: 0.521, data_time: 0.036, memory: 27318, loss_cls: 0.3908, loss_bbox: 1.2987, loss_obj: 0.4164, loss: 2.1058 2023-02-24 12:51:01,174 - mmdet - INFO - Epoch [52][650/1111] lr: 9.366e-03, eta: 1 day, 23:20:30, time: 0.572, data_time: 0.038, memory: 27318, loss_cls: 0.3880, loss_bbox: 1.2802, loss_obj: 0.4095, loss: 2.0777 2023-02-24 12:51:35,151 - mmdet - INFO - Epoch [52][700/1111] lr: 9.365e-03, eta: 1 day, 23:20:14, time: 0.679, data_time: 0.027, memory: 27318, loss_cls: 0.3798, loss_bbox: 1.2282, loss_obj: 0.3878, loss: 1.9958 2023-02-24 12:52:07,583 - mmdet - INFO - Epoch [52][750/1111] lr: 9.363e-03, eta: 1 day, 23:19:50, time: 0.649, data_time: 0.029, memory: 27318, loss_cls: 0.3759, loss_bbox: 1.2236, loss_obj: 0.4110, loss: 2.0106 2023-02-24 12:52:41,496 - mmdet - INFO - Epoch [52][800/1111] lr: 9.362e-03, eta: 1 day, 23:19:34, time: 0.678, data_time: 0.030, memory: 27318, loss_cls: 0.3793, loss_bbox: 1.2291, loss_obj: 0.4051, loss: 2.0134 2023-02-24 12:53:11,756 - mmdet - INFO - Epoch [52][850/1111] lr: 9.361e-03, eta: 1 day, 23:19:00, time: 0.605, data_time: 0.032, memory: 27318, loss_cls: 0.3882, loss_bbox: 1.2798, loss_obj: 0.4130, loss: 2.0810 2023-02-24 12:53:40,912 - mmdet - INFO - Epoch [52][900/1111] lr: 9.360e-03, eta: 1 day, 23:18:21, time: 0.583, data_time: 0.028, memory: 27318, loss_cls: 0.3859, loss_bbox: 1.2754, loss_obj: 0.4067, loss: 2.0680 2023-02-24 12:54:11,814 - mmdet - INFO - Epoch [52][950/1111] lr: 9.359e-03, eta: 1 day, 23:17:50, time: 0.618, data_time: 0.026, memory: 27318, loss_cls: 0.3843, loss_bbox: 1.2643, loss_obj: 0.4180, loss: 2.0666 2023-02-24 12:54:40,771 - mmdet - INFO - Epoch [52][1000/1111] lr: 9.357e-03, eta: 1 day, 23:17:10, time: 0.579, data_time: 0.034, memory: 27318, loss_cls: 0.3867, loss_bbox: 1.2697, loss_obj: 0.3919, loss: 2.0483 2023-02-24 12:55:11,327 - mmdet - INFO - Epoch [52][1050/1111] lr: 9.356e-03, eta: 1 day, 23:16:38, time: 0.611, data_time: 0.033, memory: 27318, loss_cls: 0.3832, loss_bbox: 1.2502, loss_obj: 0.4030, loss: 2.0363 2023-02-24 12:55:36,574 - mmdet - INFO - Epoch [52][1100/1111] lr: 9.355e-03, eta: 1 day, 23:15:40, time: 0.505, data_time: 0.026, memory: 27318, loss_cls: 0.3843, loss_bbox: 1.2662, loss_obj: 0.4091, loss: 2.0596 2023-02-24 12:56:30,000 - mmdet - INFO - Epoch [53][50/1111] lr: 9.354e-03, eta: 1 day, 23:15:53, time: 0.966, data_time: 0.268, memory: 27318, loss_cls: 0.3840, loss_bbox: 1.2550, loss_obj: 0.4093, loss: 2.0484 2023-02-24 12:57:02,427 - mmdet - INFO - Epoch [53][100/1111] lr: 9.352e-03, eta: 1 day, 23:15:29, time: 0.648, data_time: 0.027, memory: 27318, loss_cls: 0.3763, loss_bbox: 1.2216, loss_obj: 0.3940, loss: 1.9920 2023-02-24 12:57:38,088 - mmdet - INFO - Epoch [53][150/1111] lr: 9.351e-03, eta: 1 day, 23:15:21, time: 0.713, data_time: 0.026, memory: 27318, loss_cls: 0.3789, loss_bbox: 1.2236, loss_obj: 0.3949, loss: 1.9974 2023-02-24 12:58:12,090 - mmdet - INFO - Epoch [53][200/1111] lr: 9.350e-03, eta: 1 day, 23:15:05, time: 0.680, data_time: 0.025, memory: 27318, loss_cls: 0.3832, loss_bbox: 1.2449, loss_obj: 0.4144, loss: 2.0425 2023-02-24 12:58:39,126 - mmdet - INFO - Epoch [53][250/1111] lr: 9.349e-03, eta: 1 day, 23:14:16, time: 0.541, data_time: 0.032, memory: 27318, loss_cls: 0.3876, loss_bbox: 1.2804, loss_obj: 0.4020, loss: 2.0700 2023-02-24 12:59:08,059 - mmdet - INFO - Epoch [53][300/1111] lr: 9.347e-03, eta: 1 day, 23:13:36, time: 0.579, data_time: 0.031, memory: 27318, loss_cls: 0.3851, loss_bbox: 1.2676, loss_obj: 0.4116, loss: 2.0643 2023-02-24 12:59:36,749 - mmdet - INFO - Epoch [53][350/1111] lr: 9.346e-03, eta: 1 day, 23:12:54, time: 0.574, data_time: 0.026, memory: 27318, loss_cls: 0.3846, loss_bbox: 1.2610, loss_obj: 0.3933, loss: 2.0389 2023-02-24 13:00:06,502 - mmdet - INFO - Epoch [53][400/1111] lr: 9.345e-03, eta: 1 day, 23:12:18, time: 0.595, data_time: 0.029, memory: 27318, loss_cls: 0.3759, loss_bbox: 1.2246, loss_obj: 0.3856, loss: 1.9861 2023-02-24 13:00:34,398 - mmdet - INFO - Epoch [53][450/1111] lr: 9.344e-03, eta: 1 day, 23:11:33, time: 0.558, data_time: 0.033, memory: 27318, loss_cls: 0.3880, loss_bbox: 1.2791, loss_obj: 0.3908, loss: 2.0580 2023-02-24 13:01:01,676 - mmdet - INFO - Epoch [53][500/1111] lr: 9.343e-03, eta: 1 day, 23:10:45, time: 0.546, data_time: 0.036, memory: 27318, loss_cls: 0.3872, loss_bbox: 1.2800, loss_obj: 0.3959, loss: 2.0630 2023-02-24 13:01:28,256 - mmdet - INFO - Epoch [53][550/1111] lr: 9.341e-03, eta: 1 day, 23:09:54, time: 0.532, data_time: 0.038, memory: 27318, loss_cls: 0.3830, loss_bbox: 1.2582, loss_obj: 0.3903, loss: 2.0316 2023-02-24 13:02:02,200 - mmdet - INFO - Epoch [53][600/1111] lr: 9.340e-03, eta: 1 day, 23:09:38, time: 0.679, data_time: 0.030, memory: 27318, loss_cls: 0.3835, loss_bbox: 1.2473, loss_obj: 0.3981, loss: 2.0289 2023-02-24 13:02:29,401 - mmdet - INFO - Epoch [53][650/1111] lr: 9.339e-03, eta: 1 day, 23:08:49, time: 0.544, data_time: 0.031, memory: 27318, loss_cls: 0.3849, loss_bbox: 1.2645, loss_obj: 0.4001, loss: 2.0495 2023-02-24 13:02:58,103 - mmdet - INFO - Epoch [53][700/1111] lr: 9.338e-03, eta: 1 day, 23:08:08, time: 0.574, data_time: 0.031, memory: 27318, loss_cls: 0.3791, loss_bbox: 1.2381, loss_obj: 0.3828, loss: 2.0001 2023-02-24 13:03:26,698 - mmdet - INFO - Epoch [53][750/1111] lr: 9.336e-03, eta: 1 day, 23:07:27, time: 0.572, data_time: 0.032, memory: 27318, loss_cls: 0.3844, loss_bbox: 1.2622, loss_obj: 0.4171, loss: 2.0637 2023-02-24 13:03:56,538 - mmdet - INFO - Epoch [53][800/1111] lr: 9.335e-03, eta: 1 day, 23:06:51, time: 0.596, data_time: 0.031, memory: 27318, loss_cls: 0.3956, loss_bbox: 1.3121, loss_obj: 0.4061, loss: 2.1137 2023-02-24 13:04:31,506 - mmdet - INFO - Epoch [53][850/1111] lr: 9.334e-03, eta: 1 day, 23:06:39, time: 0.700, data_time: 0.029, memory: 27318, loss_cls: 0.3819, loss_bbox: 1.2469, loss_obj: 0.4060, loss: 2.0347 2023-02-24 13:05:00,203 - mmdet - INFO - Epoch [53][900/1111] lr: 9.333e-03, eta: 1 day, 23:05:58, time: 0.574, data_time: 0.031, memory: 27318, loss_cls: 0.3860, loss_bbox: 1.2679, loss_obj: 0.4038, loss: 2.0577 2023-02-24 13:05:30,457 - mmdet - INFO - Epoch [53][950/1111] lr: 9.332e-03, eta: 1 day, 23:05:25, time: 0.605, data_time: 0.026, memory: 27318, loss_cls: 0.3789, loss_bbox: 1.2384, loss_obj: 0.4002, loss: 2.0174 2023-02-24 13:06:02,733 - mmdet - INFO - Epoch [53][1000/1111] lr: 9.330e-03, eta: 1 day, 23:05:00, time: 0.645, data_time: 0.024, memory: 27318, loss_cls: 0.3815, loss_bbox: 1.2388, loss_obj: 0.3885, loss: 2.0088 2023-02-24 13:06:30,199 - mmdet - INFO - Epoch [53][1050/1111] lr: 9.329e-03, eta: 1 day, 23:04:14, time: 0.549, data_time: 0.035, memory: 27318, loss_cls: 0.3814, loss_bbox: 1.2524, loss_obj: 0.4103, loss: 2.0441 2023-02-24 13:06:54,361 - mmdet - INFO - Epoch [53][1100/1111] lr: 9.328e-03, eta: 1 day, 23:03:11, time: 0.483, data_time: 0.027, memory: 27318, loss_cls: 0.3918, loss_bbox: 1.2961, loss_obj: 0.3954, loss: 2.0832 2023-02-24 13:07:48,792 - mmdet - INFO - Epoch [54][50/1111] lr: 9.326e-03, eta: 1 day, 23:03:26, time: 0.977, data_time: 0.261, memory: 27318, loss_cls: 0.3862, loss_bbox: 1.2623, loss_obj: 0.4151, loss: 2.0635 2023-02-24 13:08:18,814 - mmdet - INFO - Epoch [54][100/1111] lr: 9.325e-03, eta: 1 day, 23:02:51, time: 0.601, data_time: 0.030, memory: 27318, loss_cls: 0.3802, loss_bbox: 1.2407, loss_obj: 0.3964, loss: 2.0173 2023-02-24 13:08:47,968 - mmdet - INFO - Epoch [54][150/1111] lr: 9.324e-03, eta: 1 day, 23:02:12, time: 0.583, data_time: 0.031, memory: 27318, loss_cls: 0.3825, loss_bbox: 1.2525, loss_obj: 0.3991, loss: 2.0341 2023-02-24 13:09:13,333 - mmdet - INFO - Epoch [54][200/1111] lr: 9.323e-03, eta: 1 day, 23:01:16, time: 0.507, data_time: 0.036, memory: 27318, loss_cls: 0.3936, loss_bbox: 1.3122, loss_obj: 0.4017, loss: 2.1075 2023-02-24 13:09:45,523 - mmdet - INFO - Epoch [54][250/1111] lr: 9.321e-03, eta: 1 day, 23:00:51, time: 0.644, data_time: 0.029, memory: 27318, loss_cls: 0.3813, loss_bbox: 1.2461, loss_obj: 0.4125, loss: 2.0399 2023-02-24 13:10:19,542 - mmdet - INFO - Epoch [54][300/1111] lr: 9.320e-03, eta: 1 day, 23:00:35, time: 0.680, data_time: 0.022, memory: 27318, loss_cls: 0.3793, loss_bbox: 1.2319, loss_obj: 0.4068, loss: 2.0180 2023-02-24 13:10:49,453 - mmdet - INFO - Epoch [54][350/1111] lr: 9.319e-03, eta: 1 day, 23:00:00, time: 0.598, data_time: 0.029, memory: 27318, loss_cls: 0.3867, loss_bbox: 1.2694, loss_obj: 0.4069, loss: 2.0630 2023-02-24 13:11:17,712 - mmdet - INFO - Epoch [54][400/1111] lr: 9.318e-03, eta: 1 day, 22:59:17, time: 0.565, data_time: 0.035, memory: 27318, loss_cls: 0.3889, loss_bbox: 1.2875, loss_obj: 0.4108, loss: 2.0872 2023-02-24 13:11:45,230 - mmdet - INFO - Epoch [54][450/1111] lr: 9.317e-03, eta: 1 day, 22:58:30, time: 0.550, data_time: 0.031, memory: 27318, loss_cls: 0.3861, loss_bbox: 1.2700, loss_obj: 0.3984, loss: 2.0546 2023-02-24 13:12:16,790 - mmdet - INFO - Epoch [54][500/1111] lr: 9.315e-03, eta: 1 day, 22:58:03, time: 0.631, data_time: 0.028, memory: 27318, loss_cls: 0.3769, loss_bbox: 1.2228, loss_obj: 0.3814, loss: 1.9810 2023-02-24 13:12:50,902 - mmdet - INFO - Epoch [54][550/1111] lr: 9.314e-03, eta: 1 day, 22:57:47, time: 0.682, data_time: 0.026, memory: 27318, loss_cls: 0.3783, loss_bbox: 1.2291, loss_obj: 0.4083, loss: 2.0157 2023-02-24 13:13:18,860 - mmdet - INFO - Epoch [54][600/1111] lr: 9.313e-03, eta: 1 day, 22:57:02, time: 0.559, data_time: 0.032, memory: 27318, loss_cls: 0.3884, loss_bbox: 1.2842, loss_obj: 0.4063, loss: 2.0789 2023-02-24 13:13:55,038 - mmdet - INFO - Epoch [54][650/1111] lr: 9.312e-03, eta: 1 day, 22:56:56, time: 0.724, data_time: 0.025, memory: 27318, loss_cls: 0.3778, loss_bbox: 1.2192, loss_obj: 0.4051, loss: 2.0021 2023-02-24 13:14:24,650 - mmdet - INFO - Epoch [54][700/1111] lr: 9.310e-03, eta: 1 day, 22:56:19, time: 0.592, data_time: 0.034, memory: 27318, loss_cls: 0.3868, loss_bbox: 1.2710, loss_obj: 0.4052, loss: 2.0630 2023-02-24 13:14:55,181 - mmdet - INFO - Epoch [54][750/1111] lr: 9.309e-03, eta: 1 day, 22:55:47, time: 0.611, data_time: 0.035, memory: 27318, loss_cls: 0.3874, loss_bbox: 1.2694, loss_obj: 0.4039, loss: 2.0607 2023-02-24 13:15:22,846 - mmdet - INFO - Epoch [54][800/1111] lr: 9.308e-03, eta: 1 day, 22:55:01, time: 0.553, data_time: 0.032, memory: 27318, loss_cls: 0.3780, loss_bbox: 1.2321, loss_obj: 0.3950, loss: 2.0051 2023-02-24 13:15:50,141 - mmdet - INFO - Epoch [54][850/1111] lr: 9.307e-03, eta: 1 day, 22:54:14, time: 0.546, data_time: 0.029, memory: 27318, loss_cls: 0.3901, loss_bbox: 1.2908, loss_obj: 0.4075, loss: 2.0884 2023-02-24 13:16:17,503 - mmdet - INFO - Epoch [54][900/1111] lr: 9.305e-03, eta: 1 day, 22:53:27, time: 0.547, data_time: 0.033, memory: 27318, loss_cls: 0.3863, loss_bbox: 1.2727, loss_obj: 0.4110, loss: 2.0699 2023-02-24 13:16:43,844 - mmdet - INFO - Epoch [54][950/1111] lr: 9.304e-03, eta: 1 day, 22:52:36, time: 0.527, data_time: 0.038, memory: 27318, loss_cls: 0.3840, loss_bbox: 1.2673, loss_obj: 0.4047, loss: 2.0560 2023-02-24 13:17:13,957 - mmdet - INFO - Epoch [54][1000/1111] lr: 9.303e-03, eta: 1 day, 22:52:01, time: 0.602, data_time: 0.029, memory: 27318, loss_cls: 0.3918, loss_bbox: 1.2919, loss_obj: 0.4133, loss: 2.0970 2023-02-24 13:17:47,414 - mmdet - INFO - Epoch [54][1050/1111] lr: 9.302e-03, eta: 1 day, 22:51:43, time: 0.670, data_time: 0.028, memory: 27318, loss_cls: 0.3838, loss_bbox: 1.2463, loss_obj: 0.4114, loss: 2.0415 2023-02-24 13:18:13,563 - mmdet - INFO - Epoch [54][1100/1111] lr: 9.300e-03, eta: 1 day, 22:50:50, time: 0.523, data_time: 0.029, memory: 27318, loss_cls: 0.3854, loss_bbox: 1.2656, loss_obj: 0.3832, loss: 2.0342 2023-02-24 13:19:05,091 - mmdet - INFO - Epoch [55][50/1111] lr: 9.299e-03, eta: 1 day, 22:50:52, time: 0.927, data_time: 0.264, memory: 27318, loss_cls: 0.3792, loss_bbox: 1.2370, loss_obj: 0.3929, loss: 2.0092 2023-02-24 13:19:34,992 - mmdet - INFO - Epoch [55][100/1111] lr: 9.298e-03, eta: 1 day, 22:50:17, time: 0.598, data_time: 0.027, memory: 27318, loss_cls: 0.3813, loss_bbox: 1.2429, loss_obj: 0.4013, loss: 2.0255 2023-02-24 13:20:06,389 - mmdet - INFO - Epoch [55][150/1111] lr: 9.296e-03, eta: 1 day, 22:49:49, time: 0.628, data_time: 0.029, memory: 27318, loss_cls: 0.3813, loss_bbox: 1.2514, loss_obj: 0.4129, loss: 2.0457 2023-02-24 13:20:36,330 - mmdet - INFO - Epoch [55][200/1111] lr: 9.295e-03, eta: 1 day, 22:49:14, time: 0.599, data_time: 0.029, memory: 27318, loss_cls: 0.3809, loss_bbox: 1.2446, loss_obj: 0.4015, loss: 2.0271 2023-02-24 13:21:07,786 - mmdet - INFO - Epoch [55][250/1111] lr: 9.294e-03, eta: 1 day, 22:48:45, time: 0.629, data_time: 0.028, memory: 27318, loss_cls: 0.3763, loss_bbox: 1.2182, loss_obj: 0.3933, loss: 1.9877 2023-02-24 13:21:39,197 - mmdet - INFO - Epoch [55][300/1111] lr: 9.293e-03, eta: 1 day, 22:48:17, time: 0.628, data_time: 0.031, memory: 27318, loss_cls: 0.3809, loss_bbox: 1.2395, loss_obj: 0.3929, loss: 2.0133 2023-02-24 13:22:11,704 - mmdet - INFO - Epoch [55][350/1111] lr: 9.291e-03, eta: 1 day, 22:47:54, time: 0.651, data_time: 0.025, memory: 27318, loss_cls: 0.3835, loss_bbox: 1.2545, loss_obj: 0.4143, loss: 2.0524 2023-02-24 13:22:40,168 - mmdet - INFO - Epoch [55][400/1111] lr: 9.290e-03, eta: 1 day, 22:47:12, time: 0.569, data_time: 0.032, memory: 27318, loss_cls: 0.3930, loss_bbox: 1.3028, loss_obj: 0.4139, loss: 2.1097 2023-02-24 13:23:11,111 - mmdet - INFO - Epoch [55][450/1111] lr: 9.289e-03, eta: 1 day, 22:46:41, time: 0.619, data_time: 0.029, memory: 27318, loss_cls: 0.3776, loss_bbox: 1.2195, loss_obj: 0.3935, loss: 1.9906 2023-02-24 13:23:42,140 - mmdet - INFO - Epoch [55][500/1111] lr: 9.287e-03, eta: 1 day, 22:46:11, time: 0.620, data_time: 0.025, memory: 27318, loss_cls: 0.3815, loss_bbox: 1.2469, loss_obj: 0.4007, loss: 2.0292 2023-02-24 13:24:11,413 - mmdet - INFO - Epoch [55][550/1111] lr: 9.286e-03, eta: 1 day, 22:45:33, time: 0.586, data_time: 0.034, memory: 27318, loss_cls: 0.3869, loss_bbox: 1.2719, loss_obj: 0.4246, loss: 2.0835 2023-02-24 13:24:42,543 - mmdet - INFO - Epoch [55][600/1111] lr: 9.285e-03, eta: 1 day, 22:45:04, time: 0.623, data_time: 0.029, memory: 27318, loss_cls: 0.3823, loss_bbox: 1.2476, loss_obj: 0.4234, loss: 2.0534 2023-02-24 13:25:17,647 - mmdet - INFO - Epoch [55][650/1111] lr: 9.284e-03, eta: 1 day, 22:44:52, time: 0.702, data_time: 0.028, memory: 27318, loss_cls: 0.3766, loss_bbox: 1.2216, loss_obj: 0.4036, loss: 2.0017 2023-02-24 13:25:54,065 - mmdet - INFO - Epoch [55][700/1111] lr: 9.282e-03, eta: 1 day, 22:44:46, time: 0.728, data_time: 0.025, memory: 27318, loss_cls: 0.3787, loss_bbox: 1.2248, loss_obj: 0.3942, loss: 1.9977 2023-02-24 13:26:22,565 - mmdet - INFO - Epoch [55][750/1111] lr: 9.281e-03, eta: 1 day, 22:44:05, time: 0.570, data_time: 0.032, memory: 27318, loss_cls: 0.3793, loss_bbox: 1.2392, loss_obj: 0.4051, loss: 2.0237 2023-02-24 13:26:54,429 - mmdet - INFO - Epoch [55][800/1111] lr: 9.280e-03, eta: 1 day, 22:43:38, time: 0.637, data_time: 0.025, memory: 27318, loss_cls: 0.3777, loss_bbox: 1.2242, loss_obj: 0.3948, loss: 1.9966 2023-02-24 13:27:26,083 - mmdet - INFO - Epoch [55][850/1111] lr: 9.279e-03, eta: 1 day, 22:43:11, time: 0.633, data_time: 0.031, memory: 27318, loss_cls: 0.3785, loss_bbox: 1.2315, loss_obj: 0.4088, loss: 2.0188 2023-02-24 13:27:54,144 - mmdet - INFO - Epoch [55][900/1111] lr: 9.277e-03, eta: 1 day, 22:42:27, time: 0.561, data_time: 0.041, memory: 27318, loss_cls: 0.3840, loss_bbox: 1.2630, loss_obj: 0.3980, loss: 2.0450 2023-02-24 13:28:21,449 - mmdet - INFO - Epoch [55][950/1111] lr: 9.276e-03, eta: 1 day, 22:41:41, time: 0.546, data_time: 0.030, memory: 27318, loss_cls: 0.3821, loss_bbox: 1.2517, loss_obj: 0.3871, loss: 2.0210 2023-02-24 13:28:52,916 - mmdet - INFO - Epoch [55][1000/1111] lr: 9.275e-03, eta: 1 day, 22:41:12, time: 0.629, data_time: 0.028, memory: 27318, loss_cls: 0.3768, loss_bbox: 1.2243, loss_obj: 0.3879, loss: 1.9889 2023-02-24 13:29:22,882 - mmdet - INFO - Epoch [55][1050/1111] lr: 9.273e-03, eta: 1 day, 22:40:38, time: 0.599, data_time: 0.033, memory: 27318, loss_cls: 0.3778, loss_bbox: 1.2331, loss_obj: 0.3968, loss: 2.0077 2023-02-24 13:29:54,170 - mmdet - INFO - Epoch [55][1100/1111] lr: 9.272e-03, eta: 1 day, 22:40:09, time: 0.626, data_time: 0.025, memory: 27318, loss_cls: 0.3776, loss_bbox: 1.2196, loss_obj: 0.3841, loss: 1.9814 2023-02-24 13:30:46,198 - mmdet - INFO - Epoch [56][50/1111] lr: 9.271e-03, eta: 1 day, 22:40:16, time: 0.954, data_time: 0.272, memory: 27318, loss_cls: 0.3879, loss_bbox: 1.2766, loss_obj: 0.4021, loss: 2.0666 2023-02-24 13:31:19,721 - mmdet - INFO - Epoch [56][100/1111] lr: 9.269e-03, eta: 1 day, 22:39:57, time: 0.671, data_time: 0.026, memory: 27318, loss_cls: 0.3778, loss_bbox: 1.2232, loss_obj: 0.4012, loss: 2.0021 2023-02-24 13:31:50,528 - mmdet - INFO - Epoch [56][150/1111] lr: 9.268e-03, eta: 1 day, 22:39:26, time: 0.616, data_time: 0.029, memory: 27318, loss_cls: 0.3833, loss_bbox: 1.2509, loss_obj: 0.4021, loss: 2.0363 2023-02-24 13:32:20,295 - mmdet - INFO - Epoch [56][200/1111] lr: 9.267e-03, eta: 1 day, 22:38:50, time: 0.595, data_time: 0.033, memory: 27318, loss_cls: 0.3799, loss_bbox: 1.2370, loss_obj: 0.3892, loss: 2.0060 2023-02-24 13:32:49,779 - mmdet - INFO - Epoch [56][250/1111] lr: 9.266e-03, eta: 1 day, 22:38:13, time: 0.590, data_time: 0.029, memory: 27318, loss_cls: 0.3790, loss_bbox: 1.2387, loss_obj: 0.3957, loss: 2.0134 2023-02-24 13:33:17,479 - mmdet - INFO - Epoch [56][300/1111] lr: 9.264e-03, eta: 1 day, 22:37:28, time: 0.554, data_time: 0.029, memory: 27318, loss_cls: 0.3796, loss_bbox: 1.2407, loss_obj: 0.3869, loss: 2.0073 2023-02-24 13:33:47,957 - mmdet - INFO - Epoch [56][350/1111] lr: 9.263e-03, eta: 1 day, 22:36:55, time: 0.610, data_time: 0.031, memory: 27318, loss_cls: 0.3781, loss_bbox: 1.2290, loss_obj: 0.4018, loss: 2.0090 2023-02-24 13:34:14,621 - mmdet - INFO - Epoch [56][400/1111] lr: 9.262e-03, eta: 1 day, 22:36:06, time: 0.533, data_time: 0.031, memory: 27318, loss_cls: 0.3822, loss_bbox: 1.2534, loss_obj: 0.3846, loss: 2.0202 2023-02-24 13:34:42,840 - mmdet - INFO - Epoch [56][450/1111] lr: 9.260e-03, eta: 1 day, 22:35:23, time: 0.564, data_time: 0.032, memory: 27318, loss_cls: 0.3863, loss_bbox: 1.2775, loss_obj: 0.3981, loss: 2.0619 2023-02-24 13:35:17,443 - mmdet - INFO - Epoch [56][500/1111] lr: 9.259e-03, eta: 1 day, 22:35:09, time: 0.692, data_time: 0.027, memory: 27318, loss_cls: 0.3759, loss_bbox: 1.2138, loss_obj: 0.3913, loss: 1.9809 2023-02-24 13:35:50,507 - mmdet - INFO - Epoch [56][550/1111] lr: 9.258e-03, eta: 1 day, 22:34:48, time: 0.661, data_time: 0.030, memory: 27318, loss_cls: 0.3801, loss_bbox: 1.2353, loss_obj: 0.3953, loss: 2.0107 2023-02-24 13:36:20,025 - mmdet - INFO - Epoch [56][600/1111] lr: 9.257e-03, eta: 1 day, 22:34:11, time: 0.590, data_time: 0.030, memory: 27318, loss_cls: 0.3836, loss_bbox: 1.2599, loss_obj: 0.3973, loss: 2.0407 2023-02-24 13:36:52,326 - mmdet - INFO - Epoch [56][650/1111] lr: 9.255e-03, eta: 1 day, 22:33:46, time: 0.646, data_time: 0.026, memory: 27318, loss_cls: 0.3786, loss_bbox: 1.2302, loss_obj: 0.3851, loss: 1.9940 2023-02-24 13:37:26,286 - mmdet - INFO - Epoch [56][700/1111] lr: 9.254e-03, eta: 1 day, 22:33:29, time: 0.679, data_time: 0.028, memory: 27318, loss_cls: 0.3794, loss_bbox: 1.2347, loss_obj: 0.3908, loss: 2.0049 2023-02-24 13:37:58,144 - mmdet - INFO - Epoch [56][750/1111] lr: 9.253e-03, eta: 1 day, 22:33:03, time: 0.637, data_time: 0.029, memory: 27318, loss_cls: 0.3801, loss_bbox: 1.2389, loss_obj: 0.4098, loss: 2.0288 2023-02-24 13:38:26,086 - mmdet - INFO - Epoch [56][800/1111] lr: 9.251e-03, eta: 1 day, 22:32:19, time: 0.559, data_time: 0.037, memory: 27318, loss_cls: 0.3863, loss_bbox: 1.2708, loss_obj: 0.4147, loss: 2.0719 2023-02-24 13:38:52,220 - mmdet - INFO - Epoch [56][850/1111] lr: 9.250e-03, eta: 1 day, 22:31:27, time: 0.523, data_time: 0.034, memory: 27318, loss_cls: 0.3862, loss_bbox: 1.2727, loss_obj: 0.4074, loss: 2.0663 2023-02-24 13:39:21,633 - mmdet - INFO - Epoch [56][900/1111] lr: 9.249e-03, eta: 1 day, 22:30:50, time: 0.588, data_time: 0.032, memory: 27318, loss_cls: 0.3845, loss_bbox: 1.2637, loss_obj: 0.4188, loss: 2.0670 2023-02-24 13:39:51,436 - mmdet - INFO - Epoch [56][950/1111] lr: 9.248e-03, eta: 1 day, 22:30:14, time: 0.596, data_time: 0.030, memory: 27318, loss_cls: 0.3801, loss_bbox: 1.2370, loss_obj: 0.3949, loss: 2.0121 2023-02-24 13:40:20,886 - mmdet - INFO - Epoch [56][1000/1111] lr: 9.246e-03, eta: 1 day, 22:29:37, time: 0.589, data_time: 0.033, memory: 27318, loss_cls: 0.3858, loss_bbox: 1.2674, loss_obj: 0.4080, loss: 2.0611 2023-02-24 13:40:52,396 - mmdet - INFO - Epoch [56][1050/1111] lr: 9.245e-03, eta: 1 day, 22:29:09, time: 0.630, data_time: 0.028, memory: 27318, loss_cls: 0.3803, loss_bbox: 1.2389, loss_obj: 0.3965, loss: 2.0157 2023-02-24 13:41:17,219 - mmdet - INFO - Epoch [56][1100/1111] lr: 9.244e-03, eta: 1 day, 22:28:12, time: 0.497, data_time: 0.027, memory: 27318, loss_cls: 0.3826, loss_bbox: 1.2520, loss_obj: 0.3895, loss: 2.0241 2023-02-24 13:42:07,718 - mmdet - INFO - Epoch [57][50/1111] lr: 9.242e-03, eta: 1 day, 22:28:00, time: 0.868, data_time: 0.271, memory: 27318, loss_cls: 0.3903, loss_bbox: 1.2914, loss_obj: 0.4101, loss: 2.0918 2023-02-24 13:42:39,454 - mmdet - INFO - Epoch [57][100/1111] lr: 9.241e-03, eta: 1 day, 22:27:33, time: 0.635, data_time: 0.029, memory: 27318, loss_cls: 0.3786, loss_bbox: 1.2279, loss_obj: 0.3900, loss: 1.9965 2023-02-24 13:43:12,378 - mmdet - INFO - Epoch [57][150/1111] lr: 9.239e-03, eta: 1 day, 22:27:11, time: 0.658, data_time: 0.027, memory: 27318, loss_cls: 0.3787, loss_bbox: 1.2242, loss_obj: 0.3888, loss: 1.9916 2023-02-24 13:43:41,426 - mmdet - INFO - Epoch [57][200/1111] lr: 9.238e-03, eta: 1 day, 22:26:32, time: 0.580, data_time: 0.032, memory: 27318, loss_cls: 0.3821, loss_bbox: 1.2491, loss_obj: 0.3931, loss: 2.0243 2023-02-24 13:44:11,352 - mmdet - INFO - Epoch [57][250/1111] lr: 9.237e-03, eta: 1 day, 22:25:57, time: 0.599, data_time: 0.030, memory: 27318, loss_cls: 0.3798, loss_bbox: 1.2321, loss_obj: 0.3770, loss: 1.9888 2023-02-24 13:44:38,733 - mmdet - INFO - Epoch [57][300/1111] lr: 9.236e-03, eta: 1 day, 22:25:11, time: 0.548, data_time: 0.031, memory: 27318, loss_cls: 0.3797, loss_bbox: 1.2431, loss_obj: 0.3765, loss: 1.9994 2023-02-24 13:45:09,181 - mmdet - INFO - Epoch [57][350/1111] lr: 9.234e-03, eta: 1 day, 22:24:39, time: 0.609, data_time: 0.030, memory: 27318, loss_cls: 0.3787, loss_bbox: 1.2359, loss_obj: 0.3948, loss: 2.0093 2023-02-24 13:45:34,253 - mmdet - INFO - Epoch [57][400/1111] lr: 9.233e-03, eta: 1 day, 22:23:43, time: 0.501, data_time: 0.040, memory: 27318, loss_cls: 0.3813, loss_bbox: 1.2491, loss_obj: 0.3944, loss: 2.0249 2023-02-24 13:46:05,551 - mmdet - INFO - Epoch [57][450/1111] lr: 9.232e-03, eta: 1 day, 22:23:14, time: 0.626, data_time: 0.029, memory: 27318, loss_cls: 0.3786, loss_bbox: 1.2303, loss_obj: 0.3975, loss: 2.0064 2023-02-24 13:46:36,020 - mmdet - INFO - Epoch [57][500/1111] lr: 9.230e-03, eta: 1 day, 22:22:41, time: 0.609, data_time: 0.031, memory: 27318, loss_cls: 0.3819, loss_bbox: 1.2390, loss_obj: 0.3984, loss: 2.0194 2023-02-24 13:47:04,896 - mmdet - INFO - Epoch [57][550/1111] lr: 9.229e-03, eta: 1 day, 22:22:02, time: 0.577, data_time: 0.028, memory: 27318, loss_cls: 0.3798, loss_bbox: 1.2402, loss_obj: 0.3963, loss: 2.0163 2023-02-24 13:47:33,314 - mmdet - INFO - Epoch [57][600/1111] lr: 9.228e-03, eta: 1 day, 22:21:21, time: 0.568, data_time: 0.032, memory: 27318, loss_cls: 0.3841, loss_bbox: 1.2603, loss_obj: 0.4054, loss: 2.0499 2023-02-24 13:48:05,856 - mmdet - INFO - Epoch [57][650/1111] lr: 9.226e-03, eta: 1 day, 22:20:57, time: 0.651, data_time: 0.030, memory: 27318, loss_cls: 0.3787, loss_bbox: 1.2339, loss_obj: 0.3948, loss: 2.0075 2023-02-24 13:48:37,353 - mmdet - INFO - Epoch [57][700/1111] lr: 9.225e-03, eta: 1 day, 22:20:29, time: 0.630, data_time: 0.027, memory: 27318, loss_cls: 0.3802, loss_bbox: 1.2414, loss_obj: 0.4011, loss: 2.0227 2023-02-24 13:49:12,020 - mmdet - INFO - Epoch [57][750/1111] lr: 9.224e-03, eta: 1 day, 22:20:14, time: 0.693, data_time: 0.030, memory: 27318, loss_cls: 0.3762, loss_bbox: 1.2151, loss_obj: 0.3885, loss: 1.9798 2023-02-24 13:49:41,055 - mmdet - INFO - Epoch [57][800/1111] lr: 9.222e-03, eta: 1 day, 22:19:36, time: 0.581, data_time: 0.028, memory: 27318, loss_cls: 0.3750, loss_bbox: 1.2167, loss_obj: 0.3775, loss: 1.9692 2023-02-24 13:50:12,567 - mmdet - INFO - Epoch [57][850/1111] lr: 9.221e-03, eta: 1 day, 22:19:08, time: 0.630, data_time: 0.026, memory: 27318, loss_cls: 0.3776, loss_bbox: 1.2251, loss_obj: 0.3919, loss: 1.9946 2023-02-24 13:50:41,296 - mmdet - INFO - Epoch [57][900/1111] lr: 9.220e-03, eta: 1 day, 22:18:28, time: 0.574, data_time: 0.033, memory: 27318, loss_cls: 0.3790, loss_bbox: 1.2386, loss_obj: 0.3802, loss: 1.9978 2023-02-24 13:51:12,020 - mmdet - INFO - Epoch [57][950/1111] lr: 9.218e-03, eta: 1 day, 22:17:56, time: 0.615, data_time: 0.024, memory: 27318, loss_cls: 0.3788, loss_bbox: 1.2325, loss_obj: 0.3903, loss: 2.0015 2023-02-24 13:51:41,605 - mmdet - INFO - Epoch [57][1000/1111] lr: 9.217e-03, eta: 1 day, 22:17:20, time: 0.592, data_time: 0.031, memory: 27318, loss_cls: 0.3813, loss_bbox: 1.2469, loss_obj: 0.3871, loss: 2.0153 2023-02-24 13:52:11,146 - mmdet - INFO - Epoch [57][1050/1111] lr: 9.216e-03, eta: 1 day, 22:16:44, time: 0.591, data_time: 0.028, memory: 27318, loss_cls: 0.3772, loss_bbox: 1.2269, loss_obj: 0.4023, loss: 2.0064 2023-02-24 13:52:39,746 - mmdet - INFO - Epoch [57][1100/1111] lr: 9.215e-03, eta: 1 day, 22:16:03, time: 0.572, data_time: 0.028, memory: 27318, loss_cls: 0.3797, loss_bbox: 1.2323, loss_obj: 0.3934, loss: 2.0053 2023-02-24 13:53:37,472 - mmdet - INFO - Epoch [58][50/1111] lr: 9.213e-03, eta: 1 day, 22:16:28, time: 1.047, data_time: 0.263, memory: 27318, loss_cls: 0.3784, loss_bbox: 1.2276, loss_obj: 0.3990, loss: 2.0051 2023-02-24 13:54:10,789 - mmdet - INFO - Epoch [58][100/1111] lr: 9.212e-03, eta: 1 day, 22:16:08, time: 0.666, data_time: 0.026, memory: 27318, loss_cls: 0.3840, loss_bbox: 1.2545, loss_obj: 0.3865, loss: 2.0250 2023-02-24 13:54:41,026 - mmdet - INFO - Epoch [58][150/1111] lr: 9.210e-03, eta: 1 day, 22:15:34, time: 0.605, data_time: 0.025, memory: 27318, loss_cls: 0.3770, loss_bbox: 1.2290, loss_obj: 0.3971, loss: 2.0030 2023-02-24 13:55:14,510 - mmdet - INFO - Epoch [58][200/1111] lr: 9.209e-03, eta: 1 day, 22:15:15, time: 0.670, data_time: 0.029, memory: 27318, loss_cls: 0.3831, loss_bbox: 1.2521, loss_obj: 0.4160, loss: 2.0512 2023-02-24 13:55:41,174 - mmdet - INFO - Epoch [58][250/1111] lr: 9.208e-03, eta: 1 day, 22:14:26, time: 0.533, data_time: 0.029, memory: 27318, loss_cls: 0.3819, loss_bbox: 1.2509, loss_obj: 0.3914, loss: 2.0241 2023-02-24 13:56:10,555 - mmdet - INFO - Epoch [58][300/1111] lr: 9.206e-03, eta: 1 day, 22:13:49, time: 0.587, data_time: 0.032, memory: 27318, loss_cls: 0.3844, loss_bbox: 1.2592, loss_obj: 0.3925, loss: 2.0361 2023-02-24 13:56:38,483 - mmdet - INFO - Epoch [58][350/1111] lr: 9.205e-03, eta: 1 day, 22:13:06, time: 0.559, data_time: 0.036, memory: 27318, loss_cls: 0.3866, loss_bbox: 1.2778, loss_obj: 0.4181, loss: 2.0825 2023-02-24 13:57:04,818 - mmdet - INFO - Epoch [58][400/1111] lr: 9.204e-03, eta: 1 day, 22:12:16, time: 0.527, data_time: 0.037, memory: 27318, loss_cls: 0.3777, loss_bbox: 1.2334, loss_obj: 0.3841, loss: 1.9952 2023-02-24 13:57:32,380 - mmdet - INFO - Epoch [58][450/1111] lr: 9.202e-03, eta: 1 day, 22:11:31, time: 0.551, data_time: 0.032, memory: 27318, loss_cls: 0.3831, loss_bbox: 1.2556, loss_obj: 0.3880, loss: 2.0267 2023-02-24 13:58:01,916 - mmdet - INFO - Epoch [58][500/1111] lr: 9.201e-03, eta: 1 day, 22:10:54, time: 0.591, data_time: 0.032, memory: 27318, loss_cls: 0.3808, loss_bbox: 1.2434, loss_obj: 0.3928, loss: 2.0170 2023-02-24 13:58:28,612 - mmdet - INFO - Epoch [58][550/1111] lr: 9.200e-03, eta: 1 day, 22:10:06, time: 0.534, data_time: 0.030, memory: 27318, loss_cls: 0.3795, loss_bbox: 1.2435, loss_obj: 0.3994, loss: 2.0224 2023-02-24 13:58:59,376 - mmdet - INFO - Epoch [58][600/1111] lr: 9.198e-03, eta: 1 day, 22:09:35, time: 0.615, data_time: 0.027, memory: 27318, loss_cls: 0.3808, loss_bbox: 1.2439, loss_obj: 0.4033, loss: 2.0280 2023-02-24 13:59:29,588 - mmdet - INFO - Epoch [58][650/1111] lr: 9.197e-03, eta: 1 day, 22:09:01, time: 0.604, data_time: 0.036, memory: 27318, loss_cls: 0.3841, loss_bbox: 1.2659, loss_obj: 0.4176, loss: 2.0676 2023-02-24 13:59:56,736 - mmdet - INFO - Epoch [58][700/1111] lr: 9.196e-03, eta: 1 day, 22:08:15, time: 0.542, data_time: 0.031, memory: 27318, loss_cls: 0.3844, loss_bbox: 1.2609, loss_obj: 0.3958, loss: 2.0411 2023-02-24 14:00:28,495 - mmdet - INFO - Epoch [58][750/1111] lr: 9.194e-03, eta: 1 day, 22:07:48, time: 0.636, data_time: 0.031, memory: 27318, loss_cls: 0.3852, loss_bbox: 1.2577, loss_obj: 0.4056, loss: 2.0485 2023-02-24 14:00:57,567 - mmdet - INFO - Epoch [58][800/1111] lr: 9.193e-03, eta: 1 day, 22:07:10, time: 0.582, data_time: 0.029, memory: 27318, loss_cls: 0.3775, loss_bbox: 1.2270, loss_obj: 0.4046, loss: 2.0091 2023-02-24 14:01:26,974 - mmdet - INFO - Epoch [58][850/1111] lr: 9.192e-03, eta: 1 day, 22:06:33, time: 0.588, data_time: 0.029, memory: 27318, loss_cls: 0.3787, loss_bbox: 1.2332, loss_obj: 0.4062, loss: 2.0180 2023-02-24 14:01:59,146 - mmdet - INFO - Epoch [58][900/1111] lr: 9.190e-03, eta: 1 day, 22:06:08, time: 0.643, data_time: 0.028, memory: 27318, loss_cls: 0.3787, loss_bbox: 1.2365, loss_obj: 0.3959, loss: 2.0111 2023-02-24 14:02:25,885 - mmdet - INFO - Epoch [58][950/1111] lr: 9.189e-03, eta: 1 day, 22:05:19, time: 0.535, data_time: 0.032, memory: 27318, loss_cls: 0.3857, loss_bbox: 1.2751, loss_obj: 0.4072, loss: 2.0680 2023-02-24 14:02:51,761 - mmdet - INFO - Epoch [58][1000/1111] lr: 9.188e-03, eta: 1 day, 22:04:28, time: 0.518, data_time: 0.037, memory: 27318, loss_cls: 0.3850, loss_bbox: 1.2675, loss_obj: 0.3874, loss: 2.0400 2023-02-24 14:03:22,088 - mmdet - INFO - Epoch [58][1050/1111] lr: 9.186e-03, eta: 1 day, 22:03:55, time: 0.607, data_time: 0.029, memory: 27318, loss_cls: 0.3746, loss_bbox: 1.2116, loss_obj: 0.3782, loss: 1.9643 2023-02-24 14:03:53,158 - mmdet - INFO - Epoch [58][1100/1111] lr: 9.185e-03, eta: 1 day, 22:03:25, time: 0.621, data_time: 0.025, memory: 27318, loss_cls: 0.3772, loss_bbox: 1.2213, loss_obj: 0.3812, loss: 1.9798 2023-02-24 14:04:43,702 - mmdet - INFO - Epoch [59][50/1111] lr: 9.183e-03, eta: 1 day, 22:03:16, time: 0.887, data_time: 0.284, memory: 27318, loss_cls: 0.3825, loss_bbox: 1.2586, loss_obj: 0.3980, loss: 2.0392 2023-02-24 14:05:14,645 - mmdet - INFO - Epoch [59][100/1111] lr: 9.182e-03, eta: 1 day, 22:02:45, time: 0.619, data_time: 0.035, memory: 27318, loss_cls: 0.3847, loss_bbox: 1.2599, loss_obj: 0.4071, loss: 2.0517 2023-02-24 14:05:41,713 - mmdet - INFO - Epoch [59][150/1111] lr: 9.181e-03, eta: 1 day, 22:01:59, time: 0.541, data_time: 0.031, memory: 27318, loss_cls: 0.3884, loss_bbox: 1.2807, loss_obj: 0.4121, loss: 2.0811 2023-02-24 14:06:10,152 - mmdet - INFO - Epoch [59][200/1111] lr: 9.179e-03, eta: 1 day, 22:01:18, time: 0.569, data_time: 0.035, memory: 27318, loss_cls: 0.3787, loss_bbox: 1.2363, loss_obj: 0.3986, loss: 2.0136 2023-02-24 14:06:42,937 - mmdet - INFO - Epoch [59][250/1111] lr: 9.178e-03, eta: 1 day, 22:00:55, time: 0.656, data_time: 0.030, memory: 27318, loss_cls: 0.3818, loss_bbox: 1.2411, loss_obj: 0.3906, loss: 2.0134 2023-02-24 14:07:12,385 - mmdet - INFO - Epoch [59][300/1111] lr: 9.177e-03, eta: 1 day, 22:00:18, time: 0.589, data_time: 0.028, memory: 27318, loss_cls: 0.3780, loss_bbox: 1.2260, loss_obj: 0.3869, loss: 1.9909 2023-02-24 14:07:43,359 - mmdet - INFO - Epoch [59][350/1111] lr: 9.175e-03, eta: 1 day, 21:59:48, time: 0.619, data_time: 0.030, memory: 27318, loss_cls: 0.3858, loss_bbox: 1.2656, loss_obj: 0.4007, loss: 2.0521 2023-02-24 14:08:12,159 - mmdet - INFO - Epoch [59][400/1111] lr: 9.174e-03, eta: 1 day, 21:59:09, time: 0.576, data_time: 0.031, memory: 27318, loss_cls: 0.3793, loss_bbox: 1.2357, loss_obj: 0.3870, loss: 2.0020 2023-02-24 14:08:47,565 - mmdet - INFO - Epoch [59][450/1111] lr: 9.172e-03, eta: 1 day, 21:58:57, time: 0.708, data_time: 0.027, memory: 27318, loss_cls: 0.3747, loss_bbox: 1.2048, loss_obj: 0.3933, loss: 1.9728 2023-02-24 14:09:20,615 - mmdet - INFO - Epoch [59][500/1111] lr: 9.171e-03, eta: 1 day, 21:58:35, time: 0.661, data_time: 0.026, memory: 27318, loss_cls: 0.3735, loss_bbox: 1.2028, loss_obj: 0.3898, loss: 1.9661 2023-02-24 14:09:51,137 - mmdet - INFO - Epoch [59][550/1111] lr: 9.170e-03, eta: 1 day, 21:58:03, time: 0.611, data_time: 0.032, memory: 27318, loss_cls: 0.3776, loss_bbox: 1.2275, loss_obj: 0.3761, loss: 1.9812 2023-02-24 14:10:22,127 - mmdet - INFO - Epoch [59][600/1111] lr: 9.168e-03, eta: 1 day, 21:57:33, time: 0.620, data_time: 0.028, memory: 27318, loss_cls: 0.3834, loss_bbox: 1.2584, loss_obj: 0.4005, loss: 2.0423 2023-02-24 14:10:52,951 - mmdet - INFO - Epoch [59][650/1111] lr: 9.167e-03, eta: 1 day, 21:57:02, time: 0.616, data_time: 0.026, memory: 27318, loss_cls: 0.3761, loss_bbox: 1.2192, loss_obj: 0.3933, loss: 1.9887 2023-02-24 14:11:23,178 - mmdet - INFO - Epoch [59][700/1111] lr: 9.166e-03, eta: 1 day, 21:56:29, time: 0.605, data_time: 0.030, memory: 27318, loss_cls: 0.3782, loss_bbox: 1.2299, loss_obj: 0.3943, loss: 2.0023 2023-02-24 14:11:55,224 - mmdet - INFO - Epoch [59][750/1111] lr: 9.164e-03, eta: 1 day, 21:56:03, time: 0.641, data_time: 0.026, memory: 27318, loss_cls: 0.3767, loss_bbox: 1.2195, loss_obj: 0.3928, loss: 1.9890 2023-02-24 14:12:26,590 - mmdet - INFO - Epoch [59][800/1111] lr: 9.163e-03, eta: 1 day, 21:55:34, time: 0.627, data_time: 0.026, memory: 27318, loss_cls: 0.3766, loss_bbox: 1.2215, loss_obj: 0.3846, loss: 1.9826 2023-02-24 14:12:58,088 - mmdet - INFO - Epoch [59][850/1111] lr: 9.162e-03, eta: 1 day, 21:55:06, time: 0.631, data_time: 0.029, memory: 27318, loss_cls: 0.3801, loss_bbox: 1.2436, loss_obj: 0.4028, loss: 2.0264 2023-02-24 14:13:24,824 - mmdet - INFO - Epoch [59][900/1111] lr: 9.160e-03, eta: 1 day, 21:54:18, time: 0.535, data_time: 0.035, memory: 27318, loss_cls: 0.3809, loss_bbox: 1.2429, loss_obj: 0.3982, loss: 2.0219 2023-02-24 14:13:49,036 - mmdet - INFO - Epoch [59][950/1111] lr: 9.159e-03, eta: 1 day, 21:53:20, time: 0.484, data_time: 0.040, memory: 27318, loss_cls: 0.3902, loss_bbox: 1.3034, loss_obj: 0.4110, loss: 2.1046 2023-02-24 14:14:21,643 - mmdet - INFO - Epoch [59][1000/1111] lr: 9.158e-03, eta: 1 day, 21:52:57, time: 0.652, data_time: 0.030, memory: 27318, loss_cls: 0.3764, loss_bbox: 1.2196, loss_obj: 0.3870, loss: 1.9831 2023-02-24 14:14:51,931 - mmdet - INFO - Epoch [59][1050/1111] lr: 9.156e-03, eta: 1 day, 21:52:24, time: 0.606, data_time: 0.031, memory: 27318, loss_cls: 0.3806, loss_bbox: 1.2446, loss_obj: 0.4057, loss: 2.0309 2023-02-24 14:15:21,066 - mmdet - INFO - Epoch [59][1100/1111] lr: 9.155e-03, eta: 1 day, 21:51:46, time: 0.583, data_time: 0.027, memory: 27318, loss_cls: 0.3849, loss_bbox: 1.2609, loss_obj: 0.4007, loss: 2.0465 2023-02-24 14:16:15,264 - mmdet - INFO - Epoch [60][50/1111] lr: 9.153e-03, eta: 1 day, 21:51:50, time: 0.958, data_time: 0.276, memory: 27318, loss_cls: 0.3772, loss_bbox: 1.2297, loss_obj: 0.3884, loss: 1.9953 2023-02-24 14:16:44,500 - mmdet - INFO - Epoch [60][100/1111] lr: 9.152e-03, eta: 1 day, 21:51:13, time: 0.585, data_time: 0.033, memory: 27318, loss_cls: 0.3772, loss_bbox: 1.2254, loss_obj: 0.3887, loss: 1.9913 2023-02-24 14:17:12,270 - mmdet - INFO - Epoch [60][150/1111] lr: 9.150e-03, eta: 1 day, 21:50:30, time: 0.555, data_time: 0.032, memory: 27318, loss_cls: 0.3774, loss_bbox: 1.2271, loss_obj: 0.3855, loss: 1.9901 2023-02-24 14:17:38,737 - mmdet - INFO - Epoch [60][200/1111] lr: 9.149e-03, eta: 1 day, 21:49:41, time: 0.529, data_time: 0.036, memory: 27318, loss_cls: 0.3825, loss_bbox: 1.2597, loss_obj: 0.3933, loss: 2.0354 2023-02-24 14:18:06,411 - mmdet - INFO - Epoch [60][250/1111] lr: 9.148e-03, eta: 1 day, 21:48:57, time: 0.553, data_time: 0.032, memory: 27318, loss_cls: 0.3787, loss_bbox: 1.2395, loss_obj: 0.3856, loss: 2.0038 2023-02-24 14:18:39,699 - mmdet - INFO - Epoch [60][300/1111] lr: 9.146e-03, eta: 1 day, 21:48:36, time: 0.666, data_time: 0.031, memory: 27318, loss_cls: 0.3764, loss_bbox: 1.2154, loss_obj: 0.3894, loss: 1.9812 2023-02-24 14:19:08,663 - mmdet - INFO - Epoch [60][350/1111] lr: 9.145e-03, eta: 1 day, 21:47:58, time: 0.579, data_time: 0.027, memory: 27318, loss_cls: 0.3789, loss_bbox: 1.2343, loss_obj: 0.3828, loss: 1.9960 2023-02-24 14:19:35,641 - mmdet - INFO - Epoch [60][400/1111] lr: 9.144e-03, eta: 1 day, 21:47:11, time: 0.540, data_time: 0.030, memory: 27318, loss_cls: 0.3789, loss_bbox: 1.2389, loss_obj: 0.3861, loss: 2.0039 2023-02-24 14:20:06,645 - mmdet - INFO - Epoch [60][450/1111] lr: 9.142e-03, eta: 1 day, 21:46:41, time: 0.620, data_time: 0.048, memory: 27318, loss_cls: 0.3822, loss_bbox: 1.2502, loss_obj: 0.3976, loss: 2.0300 2023-02-24 14:20:38,319 - mmdet - INFO - Epoch [60][500/1111] lr: 9.141e-03, eta: 1 day, 21:46:14, time: 0.633, data_time: 0.025, memory: 27318, loss_cls: 0.3786, loss_bbox: 1.2306, loss_obj: 0.3948, loss: 2.0040 2023-02-24 14:21:08,229 - mmdet - INFO - Epoch [60][550/1111] lr: 9.139e-03, eta: 1 day, 21:45:39, time: 0.598, data_time: 0.030, memory: 27318, loss_cls: 0.3808, loss_bbox: 1.2424, loss_obj: 0.3911, loss: 2.0142 2023-02-24 14:21:37,257 - mmdet - INFO - Epoch [60][600/1111] lr: 9.138e-03, eta: 1 day, 21:45:01, time: 0.580, data_time: 0.036, memory: 27318, loss_cls: 0.3791, loss_bbox: 1.2367, loss_obj: 0.3898, loss: 2.0055 2023-02-24 14:22:07,871 - mmdet - INFO - Epoch [60][650/1111] lr: 9.137e-03, eta: 1 day, 21:44:30, time: 0.612, data_time: 0.027, memory: 27318, loss_cls: 0.3788, loss_bbox: 1.2314, loss_obj: 0.3830, loss: 1.9932 2023-02-24 14:22:37,286 - mmdet - INFO - Epoch [60][700/1111] lr: 9.135e-03, eta: 1 day, 21:43:53, time: 0.589, data_time: 0.034, memory: 27318, loss_cls: 0.3826, loss_bbox: 1.2536, loss_obj: 0.4094, loss: 2.0457 2023-02-24 14:23:06,292 - mmdet - INFO - Epoch [60][750/1111] lr: 9.134e-03, eta: 1 day, 21:43:15, time: 0.580, data_time: 0.031, memory: 27318, loss_cls: 0.3771, loss_bbox: 1.2310, loss_obj: 0.3975, loss: 2.0055 2023-02-24 14:23:33,631 - mmdet - INFO - Epoch [60][800/1111] lr: 9.133e-03, eta: 1 day, 21:42:30, time: 0.547, data_time: 0.034, memory: 27318, loss_cls: 0.3803, loss_bbox: 1.2465, loss_obj: 0.3826, loss: 2.0093 2023-02-24 14:24:06,227 - mmdet - INFO - Epoch [60][850/1111] lr: 9.131e-03, eta: 1 day, 21:42:06, time: 0.652, data_time: 0.030, memory: 27318, loss_cls: 0.3787, loss_bbox: 1.2322, loss_obj: 0.3976, loss: 2.0086 2023-02-24 14:24:40,558 - mmdet - INFO - Epoch [60][900/1111] lr: 9.130e-03, eta: 1 day, 21:41:50, time: 0.687, data_time: 0.027, memory: 27318, loss_cls: 0.3765, loss_bbox: 1.2211, loss_obj: 0.4013, loss: 1.9989 2023-02-24 14:25:09,343 - mmdet - INFO - Epoch [60][950/1111] lr: 9.128e-03, eta: 1 day, 21:41:11, time: 0.576, data_time: 0.033, memory: 27318, loss_cls: 0.3846, loss_bbox: 1.2660, loss_obj: 0.4041, loss: 2.0546 2023-02-24 14:25:35,671 - mmdet - INFO - Epoch [60][1000/1111] lr: 9.127e-03, eta: 1 day, 21:40:22, time: 0.526, data_time: 0.036, memory: 27318, loss_cls: 0.3833, loss_bbox: 1.2609, loss_obj: 0.3968, loss: 2.0410 2023-02-24 14:26:05,718 - mmdet - INFO - Epoch [60][1050/1111] lr: 9.126e-03, eta: 1 day, 21:39:48, time: 0.601, data_time: 0.033, memory: 27318, loss_cls: 0.3845, loss_bbox: 1.2606, loss_obj: 0.3964, loss: 2.0415 2023-02-24 14:26:33,837 - mmdet - INFO - Epoch [60][1100/1111] lr: 9.124e-03, eta: 1 day, 21:39:06, time: 0.562, data_time: 0.023, memory: 27318, loss_cls: 0.3827, loss_bbox: 1.2557, loss_obj: 0.3952, loss: 2.0336 2023-02-24 14:26:38,339 - mmdet - INFO - Saving checkpoint at 60 epochs 2023-02-24 14:29:34,897 - mmdet - INFO - Evaluating bbox... 2023-02-24 14:29:51,150 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.866 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.964 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.928 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.042 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.760 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.918 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.892 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.892 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.892 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.213 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.816 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.937 2023-02-24 14:29:51,398 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_50.pth was removed 2023-02-24 14:29:54,133 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_60.pth. 2023-02-24 14:29:54,134 - mmdet - INFO - Best bbox_mAP is 0.8664 at 60 epoch. 2023-02-24 14:29:54,134 - mmdet - INFO - Exp name: yolox_x.py 2023-02-24 14:29:54,134 - mmdet - INFO - Epoch(val) [60][4200] bbox_mAP: 0.8664, bbox_mAP_50: 0.9638, bbox_mAP_75: 0.9278, bbox_mAP_s: 0.0421, bbox_mAP_m: 0.7602, bbox_mAP_l: 0.9176, bbox_mAP_copypaste: 0.8664 0.9638 0.9278 0.0421 0.7602 0.9176 2023-02-24 14:30:35,692 - mmdet - INFO - Epoch [61][50/1111] lr: 9.123e-03, eta: 1 day, 21:38:44, time: 0.830, data_time: 0.176, memory: 27318, loss_cls: 0.3814, loss_bbox: 1.2384, loss_obj: 0.3921, loss: 2.0119 2023-02-24 14:31:03,163 - mmdet - INFO - Epoch [61][100/1111] lr: 9.121e-03, eta: 1 day, 21:38:00, time: 0.549, data_time: 0.029, memory: 27318, loss_cls: 0.3823, loss_bbox: 1.2582, loss_obj: 0.4043, loss: 2.0447 2023-02-24 14:31:33,463 - mmdet - INFO - Epoch [61][150/1111] lr: 9.120e-03, eta: 1 day, 21:37:27, time: 0.606, data_time: 0.032, memory: 27318, loss_cls: 0.3822, loss_bbox: 1.2545, loss_obj: 0.4150, loss: 2.0517 2023-02-24 14:32:02,102 - mmdet - INFO - Epoch [61][200/1111] lr: 9.118e-03, eta: 1 day, 21:36:48, time: 0.573, data_time: 0.034, memory: 27318, loss_cls: 0.3853, loss_bbox: 1.2685, loss_obj: 0.4084, loss: 2.0622 2023-02-24 14:32:33,613 - mmdet - INFO - Epoch [61][250/1111] lr: 9.117e-03, eta: 1 day, 21:36:20, time: 0.630, data_time: 0.026, memory: 27318, loss_cls: 0.3802, loss_bbox: 1.2399, loss_obj: 0.4086, loss: 2.0287 2023-02-24 14:33:06,589 - mmdet - INFO - Epoch [61][300/1111] lr: 9.116e-03, eta: 1 day, 21:35:58, time: 0.659, data_time: 0.032, memory: 27318, loss_cls: 0.3821, loss_bbox: 1.2458, loss_obj: 0.3798, loss: 2.0077 2023-02-24 14:33:37,354 - mmdet - INFO - Epoch [61][350/1111] lr: 9.114e-03, eta: 1 day, 21:35:26, time: 0.615, data_time: 0.029, memory: 27318, loss_cls: 0.3802, loss_bbox: 1.2382, loss_obj: 0.3948, loss: 2.0132 2023-02-24 14:34:10,843 - mmdet - INFO - Epoch [61][400/1111] lr: 9.113e-03, eta: 1 day, 21:35:06, time: 0.670, data_time: 0.028, memory: 27318, loss_cls: 0.3798, loss_bbox: 1.2388, loss_obj: 0.4012, loss: 2.0198 2023-02-24 14:34:40,663 - mmdet - INFO - Epoch [61][450/1111] lr: 9.111e-03, eta: 1 day, 21:34:31, time: 0.596, data_time: 0.034, memory: 27318, loss_cls: 0.3788, loss_bbox: 1.2365, loss_obj: 0.3937, loss: 2.0090 2023-02-24 14:35:10,846 - mmdet - INFO - Epoch [61][500/1111] lr: 9.110e-03, eta: 1 day, 21:33:58, time: 0.604, data_time: 0.032, memory: 27318, loss_cls: 0.3843, loss_bbox: 1.2581, loss_obj: 0.4203, loss: 2.0627 2023-02-24 14:35:38,397 - mmdet - INFO - Epoch [61][550/1111] lr: 9.109e-03, eta: 1 day, 21:33:14, time: 0.551, data_time: 0.037, memory: 27318, loss_cls: 0.3751, loss_bbox: 1.2219, loss_obj: 0.3959, loss: 1.9929 2023-02-24 14:36:07,000 - mmdet - INFO - Epoch [61][600/1111] lr: 9.107e-03, eta: 1 day, 21:32:35, time: 0.572, data_time: 0.053, memory: 27318, loss_cls: 0.3833, loss_bbox: 1.2626, loss_obj: 0.3904, loss: 2.0363 2023-02-24 14:36:34,826 - mmdet - INFO - Epoch [61][650/1111] lr: 9.106e-03, eta: 1 day, 21:31:52, time: 0.557, data_time: 0.032, memory: 27318, loss_cls: 0.3848, loss_bbox: 1.2631, loss_obj: 0.3973, loss: 2.0452 2023-02-24 14:37:04,217 - mmdet - INFO - Epoch [61][700/1111] lr: 9.104e-03, eta: 1 day, 21:31:16, time: 0.588, data_time: 0.030, memory: 27318, loss_cls: 0.3782, loss_bbox: 1.2327, loss_obj: 0.3960, loss: 2.0069 2023-02-24 14:37:37,874 - mmdet - INFO - Epoch [61][750/1111] lr: 9.103e-03, eta: 1 day, 21:30:56, time: 0.673, data_time: 0.027, memory: 27318, loss_cls: 0.3811, loss_bbox: 1.2418, loss_obj: 0.3937, loss: 2.0167 2023-02-24 14:38:05,650 - mmdet - INFO - Epoch [61][800/1111] lr: 9.102e-03, eta: 1 day, 21:30:13, time: 0.555, data_time: 0.035, memory: 27318, loss_cls: 0.3799, loss_bbox: 1.2383, loss_obj: 0.3910, loss: 2.0091 2023-02-24 14:38:36,081 - mmdet - INFO - Epoch [61][850/1111] lr: 9.100e-03, eta: 1 day, 21:29:41, time: 0.609, data_time: 0.033, memory: 27318, loss_cls: 0.3731, loss_bbox: 1.2101, loss_obj: 0.3931, loss: 1.9763 2023-02-24 14:39:04,213 - mmdet - INFO - Epoch [61][900/1111] lr: 9.099e-03, eta: 1 day, 21:29:00, time: 0.563, data_time: 0.032, memory: 27318, loss_cls: 0.3773, loss_bbox: 1.2317, loss_obj: 0.3856, loss: 1.9946 2023-02-24 14:39:35,586 - mmdet - INFO - Epoch [61][950/1111] lr: 9.097e-03, eta: 1 day, 21:28:31, time: 0.627, data_time: 0.032, memory: 27318, loss_cls: 0.3701, loss_bbox: 1.1957, loss_obj: 0.3681, loss: 1.9339 2023-02-24 14:40:03,038 - mmdet - INFO - Epoch [61][1000/1111] lr: 9.096e-03, eta: 1 day, 21:27:47, time: 0.549, data_time: 0.035, memory: 27318, loss_cls: 0.3826, loss_bbox: 1.2565, loss_obj: 0.3915, loss: 2.0305 2023-02-24 14:40:33,872 - mmdet - INFO - Epoch [61][1050/1111] lr: 9.095e-03, eta: 1 day, 21:27:16, time: 0.617, data_time: 0.031, memory: 27318, loss_cls: 0.3780, loss_bbox: 1.2257, loss_obj: 0.3995, loss: 2.0033 2023-02-24 14:41:04,849 - mmdet - INFO - Epoch [61][1100/1111] lr: 9.093e-03, eta: 1 day, 21:26:46, time: 0.620, data_time: 0.025, memory: 27318, loss_cls: 0.3780, loss_bbox: 1.2314, loss_obj: 0.3988, loss: 2.0081 2023-02-24 14:41:55,825 - mmdet - INFO - Epoch [62][50/1111] lr: 9.091e-03, eta: 1 day, 21:26:38, time: 0.902, data_time: 0.260, memory: 27318, loss_cls: 0.3794, loss_bbox: 1.2386, loss_obj: 0.3949, loss: 2.0129 2023-02-24 14:42:25,666 - mmdet - INFO - Epoch [62][100/1111] lr: 9.090e-03, eta: 1 day, 21:26:03, time: 0.597, data_time: 0.032, memory: 27318, loss_cls: 0.3758, loss_bbox: 1.2223, loss_obj: 0.3941, loss: 1.9922 2023-02-24 14:42:54,095 - mmdet - INFO - Epoch [62][150/1111] lr: 9.089e-03, eta: 1 day, 21:25:23, time: 0.569, data_time: 0.033, memory: 27318, loss_cls: 0.3789, loss_bbox: 1.2391, loss_obj: 0.3989, loss: 2.0169 2023-02-24 14:43:23,903 - mmdet - INFO - Epoch [62][200/1111] lr: 9.087e-03, eta: 1 day, 21:24:49, time: 0.596, data_time: 0.030, memory: 27318, loss_cls: 0.3848, loss_bbox: 1.2641, loss_obj: 0.4082, loss: 2.0571 2023-02-24 14:43:52,220 - mmdet - INFO - Epoch [62][250/1111] lr: 9.086e-03, eta: 1 day, 21:24:08, time: 0.566, data_time: 0.030, memory: 27318, loss_cls: 0.3756, loss_bbox: 1.2249, loss_obj: 0.3797, loss: 1.9802 2023-02-24 14:44:21,274 - mmdet - INFO - Epoch [62][300/1111] lr: 9.084e-03, eta: 1 day, 21:23:30, time: 0.581, data_time: 0.034, memory: 27318, loss_cls: 0.3776, loss_bbox: 1.2312, loss_obj: 0.3710, loss: 1.9798 2023-02-24 14:44:49,060 - mmdet - INFO - Epoch [62][350/1111] lr: 9.083e-03, eta: 1 day, 21:22:48, time: 0.556, data_time: 0.032, memory: 27318, loss_cls: 0.3797, loss_bbox: 1.2448, loss_obj: 0.3897, loss: 2.0142 2023-02-24 14:45:23,948 - mmdet - INFO - Epoch [62][400/1111] lr: 9.082e-03, eta: 1 day, 21:22:33, time: 0.698, data_time: 0.026, memory: 27318, loss_cls: 0.3792, loss_bbox: 1.2264, loss_obj: 0.4040, loss: 2.0096 2023-02-24 14:45:51,385 - mmdet - INFO - Epoch [62][450/1111] lr: 9.080e-03, eta: 1 day, 21:21:49, time: 0.549, data_time: 0.036, memory: 27318, loss_cls: 0.3839, loss_bbox: 1.2628, loss_obj: 0.3978, loss: 2.0446 2023-02-24 14:46:21,011 - mmdet - INFO - Epoch [62][500/1111] lr: 9.079e-03, eta: 1 day, 21:21:14, time: 0.592, data_time: 0.033, memory: 27318, loss_cls: 0.3850, loss_bbox: 1.2586, loss_obj: 0.3999, loss: 2.0435 2023-02-24 14:46:53,088 - mmdet - INFO - Epoch [62][550/1111] lr: 9.077e-03, eta: 1 day, 21:20:48, time: 0.642, data_time: 0.029, memory: 27318, loss_cls: 0.3777, loss_bbox: 1.2291, loss_obj: 0.3922, loss: 1.9990 2023-02-24 14:47:28,040 - mmdet - INFO - Epoch [62][600/1111] lr: 9.076e-03, eta: 1 day, 21:20:33, time: 0.699, data_time: 0.025, memory: 27318, loss_cls: 0.3772, loss_bbox: 1.2202, loss_obj: 0.3828, loss: 1.9803 2023-02-24 14:48:00,411 - mmdet - INFO - Epoch [62][650/1111] lr: 9.074e-03, eta: 1 day, 21:20:08, time: 0.648, data_time: 0.025, memory: 27318, loss_cls: 0.3824, loss_bbox: 1.2447, loss_obj: 0.3934, loss: 2.0205 2023-02-24 14:48:32,102 - mmdet - INFO - Epoch [62][700/1111] lr: 9.073e-03, eta: 1 day, 21:19:41, time: 0.634, data_time: 0.029, memory: 27318, loss_cls: 0.3699, loss_bbox: 1.1872, loss_obj: 0.3811, loss: 1.9381 2023-02-24 14:49:05,298 - mmdet - INFO - Epoch [62][750/1111] lr: 9.072e-03, eta: 1 day, 21:19:19, time: 0.664, data_time: 0.027, memory: 27318, loss_cls: 0.3766, loss_bbox: 1.2192, loss_obj: 0.3914, loss: 1.9873 2023-02-24 14:49:35,319 - mmdet - INFO - Epoch [62][800/1111] lr: 9.070e-03, eta: 1 day, 21:18:45, time: 0.600, data_time: 0.033, memory: 27318, loss_cls: 0.3803, loss_bbox: 1.2383, loss_obj: 0.3913, loss: 2.0098 2023-02-24 14:50:03,839 - mmdet - INFO - Epoch [62][850/1111] lr: 9.069e-03, eta: 1 day, 21:18:06, time: 0.570, data_time: 0.031, memory: 27318, loss_cls: 0.3803, loss_bbox: 1.2438, loss_obj: 0.3963, loss: 2.0204 2023-02-24 14:50:33,395 - mmdet - INFO - Epoch [62][900/1111] lr: 9.067e-03, eta: 1 day, 21:17:30, time: 0.591, data_time: 0.031, memory: 27318, loss_cls: 0.3760, loss_bbox: 1.2222, loss_obj: 0.3806, loss: 1.9788 2023-02-24 14:51:02,849 - mmdet - INFO - Epoch [62][950/1111] lr: 9.066e-03, eta: 1 day, 21:16:54, time: 0.589, data_time: 0.028, memory: 27318, loss_cls: 0.3790, loss_bbox: 1.2400, loss_obj: 0.3979, loss: 2.0169 2023-02-24 14:51:33,960 - mmdet - INFO - Epoch [62][1000/1111] lr: 9.064e-03, eta: 1 day, 21:16:24, time: 0.623, data_time: 0.029, memory: 27318, loss_cls: 0.3816, loss_bbox: 1.2470, loss_obj: 0.4027, loss: 2.0314 2023-02-24 14:52:05,270 - mmdet - INFO - Epoch [62][1050/1111] lr: 9.063e-03, eta: 1 day, 21:15:56, time: 0.626, data_time: 0.030, memory: 27318, loss_cls: 0.3740, loss_bbox: 1.2102, loss_obj: 0.3859, loss: 1.9700 2023-02-24 14:52:34,614 - mmdet - INFO - Epoch [62][1100/1111] lr: 9.062e-03, eta: 1 day, 21:15:19, time: 0.587, data_time: 0.023, memory: 27318, loss_cls: 0.3770, loss_bbox: 1.2221, loss_obj: 0.3858, loss: 1.9849 2023-02-24 14:53:29,546 - mmdet - INFO - Epoch [63][50/1111] lr: 9.060e-03, eta: 1 day, 21:15:21, time: 0.959, data_time: 0.270, memory: 27318, loss_cls: 0.3781, loss_bbox: 1.2295, loss_obj: 0.3917, loss: 1.9993 2023-02-24 14:53:59,742 - mmdet - INFO - Epoch [63][100/1111] lr: 9.058e-03, eta: 1 day, 21:14:48, time: 0.604, data_time: 0.028, memory: 27318, loss_cls: 0.3735, loss_bbox: 1.2084, loss_obj: 0.3793, loss: 1.9613 2023-02-24 14:54:28,632 - mmdet - INFO - Epoch [63][150/1111] lr: 9.057e-03, eta: 1 day, 21:14:10, time: 0.578, data_time: 0.037, memory: 27318, loss_cls: 0.3812, loss_bbox: 1.2499, loss_obj: 0.4047, loss: 2.0358 2023-02-24 14:54:58,261 - mmdet - INFO - Epoch [63][200/1111] lr: 9.056e-03, eta: 1 day, 21:13:35, time: 0.592, data_time: 0.028, memory: 27318, loss_cls: 0.3689, loss_bbox: 1.1906, loss_obj: 0.3811, loss: 1.9406 2023-02-24 14:55:28,388 - mmdet - INFO - Epoch [63][250/1111] lr: 9.054e-03, eta: 1 day, 21:13:01, time: 0.603, data_time: 0.032, memory: 27318, loss_cls: 0.3789, loss_bbox: 1.2367, loss_obj: 0.3968, loss: 2.0124 2023-02-24 14:55:58,118 - mmdet - INFO - Epoch [63][300/1111] lr: 9.053e-03, eta: 1 day, 21:12:26, time: 0.595, data_time: 0.036, memory: 27318, loss_cls: 0.3801, loss_bbox: 1.2461, loss_obj: 0.3977, loss: 2.0239 2023-02-24 14:56:27,364 - mmdet - INFO - Epoch [63][350/1111] lr: 9.051e-03, eta: 1 day, 21:11:49, time: 0.585, data_time: 0.026, memory: 27318, loss_cls: 0.3804, loss_bbox: 1.2409, loss_obj: 0.3935, loss: 2.0147 2023-02-24 14:56:57,779 - mmdet - INFO - Epoch [63][400/1111] lr: 9.050e-03, eta: 1 day, 21:11:17, time: 0.608, data_time: 0.031, memory: 27318, loss_cls: 0.3768, loss_bbox: 1.2239, loss_obj: 0.3859, loss: 1.9866 2023-02-24 14:57:29,413 - mmdet - INFO - Epoch [63][450/1111] lr: 9.048e-03, eta: 1 day, 21:10:50, time: 0.633, data_time: 0.031, memory: 27318, loss_cls: 0.3749, loss_bbox: 1.2084, loss_obj: 0.3813, loss: 1.9646 2023-02-24 14:57:58,241 - mmdet - INFO - Epoch [63][500/1111] lr: 9.047e-03, eta: 1 day, 21:10:11, time: 0.577, data_time: 0.033, memory: 27318, loss_cls: 0.3814, loss_bbox: 1.2475, loss_obj: 0.3963, loss: 2.0252 2023-02-24 14:58:27,514 - mmdet - INFO - Epoch [63][550/1111] lr: 9.045e-03, eta: 1 day, 21:09:34, time: 0.585, data_time: 0.032, memory: 27318, loss_cls: 0.3762, loss_bbox: 1.2222, loss_obj: 0.3793, loss: 1.9777 2023-02-24 14:58:59,012 - mmdet - INFO - Epoch [63][600/1111] lr: 9.044e-03, eta: 1 day, 21:09:06, time: 0.630, data_time: 0.030, memory: 27318, loss_cls: 0.3815, loss_bbox: 1.2487, loss_obj: 0.4000, loss: 2.0301 2023-02-24 14:59:28,121 - mmdet - INFO - Epoch [63][650/1111] lr: 9.043e-03, eta: 1 day, 21:08:29, time: 0.582, data_time: 0.034, memory: 27318, loss_cls: 0.3773, loss_bbox: 1.2285, loss_obj: 0.3946, loss: 2.0005 2023-02-24 15:00:04,261 - mmdet - INFO - Epoch [63][700/1111] lr: 9.041e-03, eta: 1 day, 21:08:18, time: 0.723, data_time: 0.028, memory: 27318, loss_cls: 0.3717, loss_bbox: 1.1945, loss_obj: 0.3734, loss: 1.9396 2023-02-24 15:00:33,953 - mmdet - INFO - Epoch [63][750/1111] lr: 9.040e-03, eta: 1 day, 21:07:43, time: 0.594, data_time: 0.025, memory: 27318, loss_cls: 0.3712, loss_bbox: 1.1966, loss_obj: 0.3777, loss: 1.9454 2023-02-24 15:01:03,283 - mmdet - INFO - Epoch [63][800/1111] lr: 9.038e-03, eta: 1 day, 21:07:07, time: 0.587, data_time: 0.035, memory: 27318, loss_cls: 0.3833, loss_bbox: 1.2609, loss_obj: 0.4083, loss: 2.0525 2023-02-24 15:01:34,935 - mmdet - INFO - Epoch [63][850/1111] lr: 9.037e-03, eta: 1 day, 21:06:39, time: 0.633, data_time: 0.032, memory: 27318, loss_cls: 0.3741, loss_bbox: 1.2063, loss_obj: 0.3787, loss: 1.9591 2023-02-24 15:02:05,938 - mmdet - INFO - Epoch [63][900/1111] lr: 9.035e-03, eta: 1 day, 21:06:09, time: 0.620, data_time: 0.025, memory: 27318, loss_cls: 0.3744, loss_bbox: 1.2129, loss_obj: 0.3841, loss: 1.9714 2023-02-24 15:02:33,688 - mmdet - INFO - Epoch [63][950/1111] lr: 9.034e-03, eta: 1 day, 21:05:27, time: 0.555, data_time: 0.032, memory: 27318, loss_cls: 0.3828, loss_bbox: 1.2535, loss_obj: 0.4039, loss: 2.0403 2023-02-24 15:03:07,093 - mmdet - INFO - Epoch [63][1000/1111] lr: 9.032e-03, eta: 1 day, 21:05:06, time: 0.668, data_time: 0.027, memory: 27318, loss_cls: 0.3726, loss_bbox: 1.2041, loss_obj: 0.4028, loss: 1.9795 2023-02-24 15:03:33,422 - mmdet - INFO - Epoch [63][1050/1111] lr: 9.031e-03, eta: 1 day, 21:04:18, time: 0.527, data_time: 0.038, memory: 27318, loss_cls: 0.3784, loss_bbox: 1.2330, loss_obj: 0.3873, loss: 1.9987 2023-02-24 15:04:01,779 - mmdet - INFO - Epoch [63][1100/1111] lr: 9.030e-03, eta: 1 day, 21:03:38, time: 0.567, data_time: 0.024, memory: 27318, loss_cls: 0.3767, loss_bbox: 1.2262, loss_obj: 0.3883, loss: 1.9913 2023-02-24 15:04:52,958 - mmdet - INFO - Epoch [64][50/1111] lr: 9.028e-03, eta: 1 day, 21:03:27, time: 0.892, data_time: 0.309, memory: 27318, loss_cls: 0.3740, loss_bbox: 1.2149, loss_obj: 0.3714, loss: 1.9604 2023-02-24 15:05:25,442 - mmdet - INFO - Epoch [64][100/1111] lr: 9.026e-03, eta: 1 day, 21:03:03, time: 0.650, data_time: 0.026, memory: 27318, loss_cls: 0.3726, loss_bbox: 1.1996, loss_obj: 0.3844, loss: 1.9566 2023-02-24 15:05:53,603 - mmdet - INFO - Epoch [64][150/1111] lr: 9.025e-03, eta: 1 day, 21:02:22, time: 0.563, data_time: 0.036, memory: 27318, loss_cls: 0.3796, loss_bbox: 1.2430, loss_obj: 0.3955, loss: 2.0181 2023-02-24 15:06:22,571 - mmdet - INFO - Epoch [64][200/1111] lr: 9.023e-03, eta: 1 day, 21:01:44, time: 0.579, data_time: 0.029, memory: 27318, loss_cls: 0.3750, loss_bbox: 1.2170, loss_obj: 0.3923, loss: 1.9844 2023-02-24 15:06:54,263 - mmdet - INFO - Epoch [64][250/1111] lr: 9.022e-03, eta: 1 day, 21:01:17, time: 0.634, data_time: 0.029, memory: 27318, loss_cls: 0.3724, loss_bbox: 1.2004, loss_obj: 0.3831, loss: 1.9559 2023-02-24 15:07:25,219 - mmdet - INFO - Epoch [64][300/1111] lr: 9.020e-03, eta: 1 day, 21:00:46, time: 0.619, data_time: 0.030, memory: 27318, loss_cls: 0.3765, loss_bbox: 1.2201, loss_obj: 0.3958, loss: 1.9924 2023-02-24 15:07:58,283 - mmdet - INFO - Epoch [64][350/1111] lr: 9.019e-03, eta: 1 day, 21:00:24, time: 0.661, data_time: 0.024, memory: 27318, loss_cls: 0.3769, loss_bbox: 1.2254, loss_obj: 0.4084, loss: 2.0107 2023-02-24 15:08:26,603 - mmdet - INFO - Epoch [64][400/1111] lr: 9.018e-03, eta: 1 day, 20:59:44, time: 0.566, data_time: 0.033, memory: 27318, loss_cls: 0.3773, loss_bbox: 1.2338, loss_obj: 0.4047, loss: 2.0158 2023-02-24 15:08:55,182 - mmdet - INFO - Epoch [64][450/1111] lr: 9.016e-03, eta: 1 day, 20:59:05, time: 0.572, data_time: 0.031, memory: 27318, loss_cls: 0.3814, loss_bbox: 1.2480, loss_obj: 0.3881, loss: 2.0175 2023-02-24 15:09:25,605 - mmdet - INFO - Epoch [64][500/1111] lr: 9.015e-03, eta: 1 day, 20:58:32, time: 0.608, data_time: 0.028, memory: 27318, loss_cls: 0.3771, loss_bbox: 1.2256, loss_obj: 0.3917, loss: 1.9944 2023-02-24 15:10:00,226 - mmdet - INFO - Epoch [64][550/1111] lr: 9.013e-03, eta: 1 day, 20:58:16, time: 0.692, data_time: 0.025, memory: 27318, loss_cls: 0.3761, loss_bbox: 1.2193, loss_obj: 0.3886, loss: 1.9840 2023-02-24 15:10:32,210 - mmdet - INFO - Epoch [64][600/1111] lr: 9.012e-03, eta: 1 day, 20:57:49, time: 0.640, data_time: 0.028, memory: 27318, loss_cls: 0.3693, loss_bbox: 1.1878, loss_obj: 0.3778, loss: 1.9349 2023-02-24 15:10:59,085 - mmdet - INFO - Epoch [64][650/1111] lr: 9.010e-03, eta: 1 day, 20:57:04, time: 0.537, data_time: 0.033, memory: 27318, loss_cls: 0.3799, loss_bbox: 1.2472, loss_obj: 0.4022, loss: 2.0293 2023-02-24 15:11:31,986 - mmdet - INFO - Epoch [64][700/1111] lr: 9.009e-03, eta: 1 day, 20:56:41, time: 0.658, data_time: 0.028, memory: 27318, loss_cls: 0.3711, loss_bbox: 1.1991, loss_obj: 0.3939, loss: 1.9642 2023-02-24 15:12:02,402 - mmdet - INFO - Epoch [64][750/1111] lr: 9.007e-03, eta: 1 day, 20:56:09, time: 0.609, data_time: 0.031, memory: 27318, loss_cls: 0.3738, loss_bbox: 1.2184, loss_obj: 0.3883, loss: 1.9805 2023-02-24 15:12:30,027 - mmdet - INFO - Epoch [64][800/1111] lr: 9.006e-03, eta: 1 day, 20:55:26, time: 0.552, data_time: 0.035, memory: 27318, loss_cls: 0.3835, loss_bbox: 1.2588, loss_obj: 0.3901, loss: 2.0325 2023-02-24 15:12:59,242 - mmdet - INFO - Epoch [64][850/1111] lr: 9.004e-03, eta: 1 day, 20:54:49, time: 0.584, data_time: 0.028, memory: 27318, loss_cls: 0.3790, loss_bbox: 1.2424, loss_obj: 0.4107, loss: 2.0322 2023-02-24 15:13:30,985 - mmdet - INFO - Epoch [64][900/1111] lr: 9.003e-03, eta: 1 day, 20:54:22, time: 0.635, data_time: 0.033, memory: 27318, loss_cls: 0.3780, loss_bbox: 1.2296, loss_obj: 0.3931, loss: 2.0007 2023-02-24 15:13:58,782 - mmdet - INFO - Epoch [64][950/1111] lr: 9.001e-03, eta: 1 day, 20:53:40, time: 0.556, data_time: 0.033, memory: 27318, loss_cls: 0.3838, loss_bbox: 1.2652, loss_obj: 0.3911, loss: 2.0402 2023-02-24 15:14:29,492 - mmdet - INFO - Epoch [64][1000/1111] lr: 9.000e-03, eta: 1 day, 20:53:09, time: 0.614, data_time: 0.029, memory: 27318, loss_cls: 0.3628, loss_bbox: 1.1666, loss_obj: 0.3823, loss: 1.9118 2023-02-24 15:14:56,436 - mmdet - INFO - Epoch [64][1050/1111] lr: 8.998e-03, eta: 1 day, 20:52:24, time: 0.539, data_time: 0.032, memory: 27318, loss_cls: 0.3800, loss_bbox: 1.2416, loss_obj: 0.3881, loss: 2.0098 2023-02-24 15:15:25,220 - mmdet - INFO - Epoch [64][1100/1111] lr: 8.997e-03, eta: 1 day, 20:51:46, time: 0.576, data_time: 0.028, memory: 27318, loss_cls: 0.3714, loss_bbox: 1.2061, loss_obj: 0.3928, loss: 1.9703 2023-02-24 15:16:25,681 - mmdet - INFO - Epoch [65][50/1111] lr: 8.995e-03, eta: 1 day, 20:52:04, time: 1.053, data_time: 0.287, memory: 27318, loss_cls: 0.3725, loss_bbox: 1.2027, loss_obj: 0.3933, loss: 1.9685 2023-02-24 15:16:55,947 - mmdet - INFO - Epoch [65][100/1111] lr: 8.994e-03, eta: 1 day, 20:51:31, time: 0.605, data_time: 0.032, memory: 27318, loss_cls: 0.3792, loss_bbox: 1.2387, loss_obj: 0.4019, loss: 2.0198 2023-02-24 15:17:25,426 - mmdet - INFO - Epoch [65][150/1111] lr: 8.992e-03, eta: 1 day, 20:50:55, time: 0.589, data_time: 0.029, memory: 27318, loss_cls: 0.3765, loss_bbox: 1.2228, loss_obj: 0.3846, loss: 1.9838 2023-02-24 15:17:52,636 - mmdet - INFO - Epoch [65][200/1111] lr: 8.991e-03, eta: 1 day, 20:50:11, time: 0.544, data_time: 0.032, memory: 27318, loss_cls: 0.3771, loss_bbox: 1.2336, loss_obj: 0.3814, loss: 1.9921 2023-02-24 15:18:22,868 - mmdet - INFO - Epoch [65][250/1111] lr: 8.989e-03, eta: 1 day, 20:49:38, time: 0.604, data_time: 0.028, memory: 27318, loss_cls: 0.3696, loss_bbox: 1.1977, loss_obj: 0.3850, loss: 1.9522 2023-02-24 15:18:52,860 - mmdet - INFO - Epoch [65][300/1111] lr: 8.988e-03, eta: 1 day, 20:49:04, time: 0.600, data_time: 0.030, memory: 27318, loss_cls: 0.3693, loss_bbox: 1.1871, loss_obj: 0.3667, loss: 1.9231 2023-02-24 15:19:20,681 - mmdet - INFO - Epoch [65][350/1111] lr: 8.986e-03, eta: 1 day, 20:48:23, time: 0.556, data_time: 0.030, memory: 27318, loss_cls: 0.3753, loss_bbox: 1.2222, loss_obj: 0.4023, loss: 1.9998 2023-02-24 15:19:52,627 - mmdet - INFO - Epoch [65][400/1111] lr: 8.985e-03, eta: 1 day, 20:47:56, time: 0.639, data_time: 0.029, memory: 27318, loss_cls: 0.3811, loss_bbox: 1.2399, loss_obj: 0.3984, loss: 2.0195 2023-02-24 15:20:22,418 - mmdet - INFO - Epoch [65][450/1111] lr: 8.983e-03, eta: 1 day, 20:47:22, time: 0.596, data_time: 0.031, memory: 27318, loss_cls: 0.3729, loss_bbox: 1.2062, loss_obj: 0.3825, loss: 1.9616 2023-02-24 15:20:54,576 - mmdet - INFO - Epoch [65][500/1111] lr: 8.982e-03, eta: 1 day, 20:46:56, time: 0.643, data_time: 0.028, memory: 27318, loss_cls: 0.3796, loss_bbox: 1.2347, loss_obj: 0.3895, loss: 2.0038 2023-02-24 15:21:24,387 - mmdet - INFO - Epoch [65][550/1111] lr: 8.980e-03, eta: 1 day, 20:46:21, time: 0.596, data_time: 0.031, memory: 27318, loss_cls: 0.3754, loss_bbox: 1.2228, loss_obj: 0.4001, loss: 1.9983 2023-02-24 15:21:57,265 - mmdet - INFO - Epoch [65][600/1111] lr: 8.979e-03, eta: 1 day, 20:45:58, time: 0.658, data_time: 0.028, memory: 27318, loss_cls: 0.3786, loss_bbox: 1.2276, loss_obj: 0.3980, loss: 2.0042 2023-02-24 15:22:25,709 - mmdet - INFO - Epoch [65][650/1111] lr: 8.977e-03, eta: 1 day, 20:45:19, time: 0.569, data_time: 0.029, memory: 27318, loss_cls: 0.3782, loss_bbox: 1.2360, loss_obj: 0.3947, loss: 2.0089 2023-02-24 15:22:55,948 - mmdet - INFO - Epoch [65][700/1111] lr: 8.976e-03, eta: 1 day, 20:44:46, time: 0.605, data_time: 0.034, memory: 27318, loss_cls: 0.3807, loss_bbox: 1.2530, loss_obj: 0.4036, loss: 2.0373 2023-02-24 15:23:27,679 - mmdet - INFO - Epoch [65][750/1111] lr: 8.974e-03, eta: 1 day, 20:44:18, time: 0.635, data_time: 0.024, memory: 27318, loss_cls: 0.3764, loss_bbox: 1.2212, loss_obj: 0.4035, loss: 2.0010 2023-02-24 15:24:01,544 - mmdet - INFO - Epoch [65][800/1111] lr: 8.973e-03, eta: 1 day, 20:43:59, time: 0.677, data_time: 0.029, memory: 27318, loss_cls: 0.3643, loss_bbox: 1.1625, loss_obj: 0.3751, loss: 1.9018 2023-02-24 15:24:34,979 - mmdet - INFO - Epoch [65][850/1111] lr: 8.971e-03, eta: 1 day, 20:43:37, time: 0.669, data_time: 0.027, memory: 27318, loss_cls: 0.3760, loss_bbox: 1.2169, loss_obj: 0.3977, loss: 1.9906 2023-02-24 15:25:05,554 - mmdet - INFO - Epoch [65][900/1111] lr: 8.970e-03, eta: 1 day, 20:43:06, time: 0.611, data_time: 0.030, memory: 27318, loss_cls: 0.3726, loss_bbox: 1.2007, loss_obj: 0.3871, loss: 1.9605 2023-02-24 15:25:34,925 - mmdet - INFO - Epoch [65][950/1111] lr: 8.969e-03, eta: 1 day, 20:42:30, time: 0.587, data_time: 0.030, memory: 27318, loss_cls: 0.3789, loss_bbox: 1.2358, loss_obj: 0.3993, loss: 2.0140 2023-02-24 15:26:03,422 - mmdet - INFO - Epoch [65][1000/1111] lr: 8.967e-03, eta: 1 day, 20:41:51, time: 0.570, data_time: 0.035, memory: 27318, loss_cls: 0.3846, loss_bbox: 1.2649, loss_obj: 0.4032, loss: 2.0528 2023-02-24 15:26:36,492 - mmdet - INFO - Epoch [65][1050/1111] lr: 8.966e-03, eta: 1 day, 20:41:28, time: 0.661, data_time: 0.026, memory: 27318, loss_cls: 0.3740, loss_bbox: 1.2087, loss_obj: 0.3850, loss: 1.9677 2023-02-24 15:27:05,805 - mmdet - INFO - Epoch [65][1100/1111] lr: 8.964e-03, eta: 1 day, 20:40:52, time: 0.587, data_time: 0.025, memory: 27318, loss_cls: 0.3717, loss_bbox: 1.2018, loss_obj: 0.3911, loss: 1.9647 2023-02-24 15:28:00,273 - mmdet - INFO - Epoch [66][50/1111] lr: 8.962e-03, eta: 1 day, 20:40:55, time: 0.980, data_time: 0.280, memory: 27318, loss_cls: 0.3774, loss_bbox: 1.2291, loss_obj: 0.4010, loss: 2.0074 2023-02-24 15:28:30,561 - mmdet - INFO - Epoch [66][100/1111] lr: 8.961e-03, eta: 1 day, 20:40:23, time: 0.606, data_time: 0.035, memory: 27318, loss_cls: 0.3770, loss_bbox: 1.2378, loss_obj: 0.4068, loss: 2.0216 2023-02-24 15:29:02,231 - mmdet - INFO - Epoch [66][150/1111] lr: 8.959e-03, eta: 1 day, 20:39:55, time: 0.633, data_time: 0.028, memory: 27318, loss_cls: 0.3720, loss_bbox: 1.2087, loss_obj: 0.3863, loss: 1.9670 2023-02-24 15:29:34,935 - mmdet - INFO - Epoch [66][200/1111] lr: 8.958e-03, eta: 1 day, 20:39:31, time: 0.654, data_time: 0.023, memory: 27318, loss_cls: 0.3738, loss_bbox: 1.2080, loss_obj: 0.3988, loss: 1.9806 2023-02-24 15:30:06,160 - mmdet - INFO - Epoch [66][250/1111] lr: 8.956e-03, eta: 1 day, 20:39:02, time: 0.624, data_time: 0.031, memory: 27318, loss_cls: 0.3785, loss_bbox: 1.2304, loss_obj: 0.3886, loss: 1.9974 2023-02-24 15:30:35,770 - mmdet - INFO - Epoch [66][300/1111] lr: 8.955e-03, eta: 1 day, 20:38:26, time: 0.592, data_time: 0.031, memory: 27318, loss_cls: 0.3793, loss_bbox: 1.2398, loss_obj: 0.3803, loss: 1.9994 2023-02-24 15:31:04,913 - mmdet - INFO - Epoch [66][350/1111] lr: 8.953e-03, eta: 1 day, 20:37:50, time: 0.583, data_time: 0.029, memory: 27318, loss_cls: 0.3743, loss_bbox: 1.2166, loss_obj: 0.3922, loss: 1.9831 2023-02-24 15:31:35,695 - mmdet - INFO - Epoch [66][400/1111] lr: 8.952e-03, eta: 1 day, 20:37:19, time: 0.616, data_time: 0.028, memory: 27318, loss_cls: 0.3740, loss_bbox: 1.2111, loss_obj: 0.3868, loss: 1.9719 2023-02-24 15:32:08,257 - mmdet - INFO - Epoch [66][450/1111] lr: 8.950e-03, eta: 1 day, 20:36:54, time: 0.651, data_time: 0.029, memory: 27318, loss_cls: 0.3723, loss_bbox: 1.2010, loss_obj: 0.3718, loss: 1.9452 2023-02-24 15:32:38,604 - mmdet - INFO - Epoch [66][500/1111] lr: 8.949e-03, eta: 1 day, 20:36:22, time: 0.607, data_time: 0.028, memory: 27318, loss_cls: 0.3730, loss_bbox: 1.2061, loss_obj: 0.3675, loss: 1.9465 2023-02-24 15:33:05,936 - mmdet - INFO - Epoch [66][550/1111] lr: 8.947e-03, eta: 1 day, 20:35:38, time: 0.547, data_time: 0.030, memory: 27318, loss_cls: 0.3768, loss_bbox: 1.2286, loss_obj: 0.3724, loss: 1.9777 2023-02-24 15:33:32,481 - mmdet - INFO - Epoch [66][600/1111] lr: 8.946e-03, eta: 1 day, 20:34:52, time: 0.531, data_time: 0.033, memory: 27318, loss_cls: 0.3807, loss_bbox: 1.2492, loss_obj: 0.3891, loss: 2.0189 2023-02-24 15:34:07,750 - mmdet - INFO - Epoch [66][650/1111] lr: 8.944e-03, eta: 1 day, 20:34:37, time: 0.705, data_time: 0.027, memory: 27318, loss_cls: 0.3755, loss_bbox: 1.2202, loss_obj: 0.3948, loss: 1.9906 2023-02-24 15:34:38,078 - mmdet - INFO - Epoch [66][700/1111] lr: 8.943e-03, eta: 1 day, 20:34:05, time: 0.607, data_time: 0.028, memory: 27318, loss_cls: 0.3713, loss_bbox: 1.1996, loss_obj: 0.3815, loss: 1.9523 2023-02-24 15:35:04,887 - mmdet - INFO - Epoch [66][750/1111] lr: 8.941e-03, eta: 1 day, 20:33:20, time: 0.536, data_time: 0.043, memory: 27318, loss_cls: 0.3833, loss_bbox: 1.2656, loss_obj: 0.3874, loss: 2.0363 2023-02-24 15:35:35,283 - mmdet - INFO - Epoch [66][800/1111] lr: 8.940e-03, eta: 1 day, 20:32:48, time: 0.608, data_time: 0.033, memory: 27318, loss_cls: 0.3761, loss_bbox: 1.2212, loss_obj: 0.3820, loss: 1.9793 2023-02-24 15:36:03,383 - mmdet - INFO - Epoch [66][850/1111] lr: 8.938e-03, eta: 1 day, 20:32:07, time: 0.562, data_time: 0.037, memory: 27318, loss_cls: 0.3804, loss_bbox: 1.2453, loss_obj: 0.3951, loss: 2.0208 2023-02-24 15:36:33,256 - mmdet - INFO - Epoch [66][900/1111] lr: 8.937e-03, eta: 1 day, 20:31:33, time: 0.597, data_time: 0.040, memory: 27318, loss_cls: 0.3761, loss_bbox: 1.2186, loss_obj: 0.3817, loss: 1.9764 2023-02-24 15:37:05,576 - mmdet - INFO - Epoch [66][950/1111] lr: 8.935e-03, eta: 1 day, 20:31:08, time: 0.646, data_time: 0.027, memory: 27318, loss_cls: 0.3784, loss_bbox: 1.2341, loss_obj: 0.4151, loss: 2.0276 2023-02-24 15:37:34,283 - mmdet - INFO - Epoch [66][1000/1111] lr: 8.934e-03, eta: 1 day, 20:30:29, time: 0.574, data_time: 0.035, memory: 27318, loss_cls: 0.3841, loss_bbox: 1.2644, loss_obj: 0.4026, loss: 2.0511 2023-02-24 15:38:06,023 - mmdet - INFO - Epoch [66][1050/1111] lr: 8.932e-03, eta: 1 day, 20:30:02, time: 0.635, data_time: 0.027, memory: 27318, loss_cls: 0.3735, loss_bbox: 1.2114, loss_obj: 0.3861, loss: 1.9709 2023-02-24 15:38:33,594 - mmdet - INFO - Epoch [66][1100/1111] lr: 8.931e-03, eta: 1 day, 20:29:20, time: 0.552, data_time: 0.026, memory: 27318, loss_cls: 0.3805, loss_bbox: 1.2459, loss_obj: 0.3952, loss: 2.0216 2023-02-24 15:39:28,539 - mmdet - INFO - Epoch [67][50/1111] lr: 8.929e-03, eta: 1 day, 20:29:23, time: 0.982, data_time: 0.265, memory: 27318, loss_cls: 0.3718, loss_bbox: 1.2022, loss_obj: 0.3923, loss: 1.9663 2023-02-24 15:39:59,736 - mmdet - INFO - Epoch [67][100/1111] lr: 8.927e-03, eta: 1 day, 20:28:53, time: 0.624, data_time: 0.028, memory: 27318, loss_cls: 0.3716, loss_bbox: 1.2003, loss_obj: 0.3808, loss: 1.9527 2023-02-24 15:40:29,157 - mmdet - INFO - Epoch [67][150/1111] lr: 8.926e-03, eta: 1 day, 20:28:18, time: 0.588, data_time: 0.032, memory: 27318, loss_cls: 0.3741, loss_bbox: 1.2105, loss_obj: 0.3912, loss: 1.9758 2023-02-24 15:40:57,050 - mmdet - INFO - Epoch [67][200/1111] lr: 8.924e-03, eta: 1 day, 20:27:37, time: 0.558, data_time: 0.032, memory: 27318, loss_cls: 0.3751, loss_bbox: 1.2233, loss_obj: 0.3895, loss: 1.9879 2023-02-24 15:41:27,711 - mmdet - INFO - Epoch [67][250/1111] lr: 8.923e-03, eta: 1 day, 20:27:05, time: 0.613, data_time: 0.031, memory: 27318, loss_cls: 0.3722, loss_bbox: 1.2020, loss_obj: 0.3857, loss: 1.9599 2023-02-24 15:41:54,432 - mmdet - INFO - Epoch [67][300/1111] lr: 8.921e-03, eta: 1 day, 20:26:20, time: 0.534, data_time: 0.030, memory: 27318, loss_cls: 0.3807, loss_bbox: 1.2504, loss_obj: 0.3859, loss: 2.0170 2023-02-24 15:42:26,021 - mmdet - INFO - Epoch [67][350/1111] lr: 8.920e-03, eta: 1 day, 20:25:52, time: 0.632, data_time: 0.028, memory: 27318, loss_cls: 0.3696, loss_bbox: 1.1956, loss_obj: 0.3747, loss: 1.9399 2023-02-24 15:42:53,624 - mmdet - INFO - Epoch [67][400/1111] lr: 8.918e-03, eta: 1 day, 20:25:10, time: 0.552, data_time: 0.032, memory: 27318, loss_cls: 0.3745, loss_bbox: 1.2192, loss_obj: 0.3854, loss: 1.9791 2023-02-24 15:43:27,396 - mmdet - INFO - Epoch [67][450/1111] lr: 8.917e-03, eta: 1 day, 20:24:49, time: 0.676, data_time: 0.026, memory: 27318, loss_cls: 0.3761, loss_bbox: 1.2182, loss_obj: 0.3815, loss: 1.9758 2023-02-24 15:43:58,531 - mmdet - INFO - Epoch [67][500/1111] lr: 8.915e-03, eta: 1 day, 20:24:20, time: 0.623, data_time: 0.029, memory: 27318, loss_cls: 0.3695, loss_bbox: 1.1837, loss_obj: 0.3627, loss: 1.9159 2023-02-24 15:44:28,002 - mmdet - INFO - Epoch [67][550/1111] lr: 8.914e-03, eta: 1 day, 20:23:44, time: 0.589, data_time: 0.027, memory: 27318, loss_cls: 0.3731, loss_bbox: 1.2057, loss_obj: 0.3740, loss: 1.9528 2023-02-24 15:45:00,918 - mmdet - INFO - Epoch [67][600/1111] lr: 8.912e-03, eta: 1 day, 20:23:21, time: 0.658, data_time: 0.027, memory: 27318, loss_cls: 0.3693, loss_bbox: 1.1860, loss_obj: 0.3797, loss: 1.9350 2023-02-24 15:45:33,461 - mmdet - INFO - Epoch [67][650/1111] lr: 8.910e-03, eta: 1 day, 20:22:56, time: 0.651, data_time: 0.029, memory: 27318, loss_cls: 0.3761, loss_bbox: 1.2263, loss_obj: 0.3982, loss: 2.0007 2023-02-24 15:46:07,079 - mmdet - INFO - Epoch [67][700/1111] lr: 8.909e-03, eta: 1 day, 20:22:35, time: 0.672, data_time: 0.025, memory: 27318, loss_cls: 0.3709, loss_bbox: 1.1867, loss_obj: 0.3684, loss: 1.9260 2023-02-24 15:46:39,248 - mmdet - INFO - Epoch [67][750/1111] lr: 8.907e-03, eta: 1 day, 20:22:09, time: 0.643, data_time: 0.028, memory: 27318, loss_cls: 0.3704, loss_bbox: 1.1909, loss_obj: 0.3798, loss: 1.9411 2023-02-24 15:47:13,090 - mmdet - INFO - Epoch [67][800/1111] lr: 8.906e-03, eta: 1 day, 20:21:49, time: 0.677, data_time: 0.024, memory: 27318, loss_cls: 0.3739, loss_bbox: 1.2099, loss_obj: 0.3958, loss: 1.9797 2023-02-24 15:47:45,117 - mmdet - INFO - Epoch [67][850/1111] lr: 8.904e-03, eta: 1 day, 20:21:22, time: 0.641, data_time: 0.026, memory: 27318, loss_cls: 0.3679, loss_bbox: 1.1797, loss_obj: 0.3767, loss: 1.9243 2023-02-24 15:48:14,580 - mmdet - INFO - Epoch [67][900/1111] lr: 8.903e-03, eta: 1 day, 20:20:47, time: 0.589, data_time: 0.029, memory: 27318, loss_cls: 0.3738, loss_bbox: 1.2165, loss_obj: 0.3999, loss: 1.9902 2023-02-24 15:48:42,152 - mmdet - INFO - Epoch [67][950/1111] lr: 8.901e-03, eta: 1 day, 20:20:05, time: 0.551, data_time: 0.032, memory: 27318, loss_cls: 0.3806, loss_bbox: 1.2454, loss_obj: 0.3942, loss: 2.0201 2023-02-24 15:49:14,441 - mmdet - INFO - Epoch [67][1000/1111] lr: 8.900e-03, eta: 1 day, 20:19:39, time: 0.646, data_time: 0.026, memory: 27318, loss_cls: 0.3720, loss_bbox: 1.1952, loss_obj: 0.3707, loss: 1.9379 2023-02-24 15:49:43,183 - mmdet - INFO - Epoch [67][1050/1111] lr: 8.898e-03, eta: 1 day, 20:19:01, time: 0.574, data_time: 0.031, memory: 27318, loss_cls: 0.3750, loss_bbox: 1.2230, loss_obj: 0.3823, loss: 1.9802 2023-02-24 15:50:08,806 - mmdet - INFO - Epoch [67][1100/1111] lr: 8.897e-03, eta: 1 day, 20:18:12, time: 0.513, data_time: 0.028, memory: 27318, loss_cls: 0.3741, loss_bbox: 1.2142, loss_obj: 0.3717, loss: 1.9600 2023-02-24 15:51:08,090 - mmdet - INFO - Epoch [68][50/1111] lr: 8.895e-03, eta: 1 day, 20:18:29, time: 1.062, data_time: 0.280, memory: 27318, loss_cls: 0.3701, loss_bbox: 1.1836, loss_obj: 0.3689, loss: 1.9226 2023-02-24 15:51:35,522 - mmdet - INFO - Epoch [68][100/1111] lr: 8.893e-03, eta: 1 day, 20:17:46, time: 0.549, data_time: 0.032, memory: 27318, loss_cls: 0.3850, loss_bbox: 1.2730, loss_obj: 0.4004, loss: 2.0584 2023-02-24 15:52:02,873 - mmdet - INFO - Epoch [68][150/1111] lr: 8.892e-03, eta: 1 day, 20:17:03, time: 0.547, data_time: 0.037, memory: 27318, loss_cls: 0.3841, loss_bbox: 1.2680, loss_obj: 0.4111, loss: 2.0632 2023-02-24 15:52:33,735 - mmdet - INFO - Epoch [68][200/1111] lr: 8.890e-03, eta: 1 day, 20:16:33, time: 0.617, data_time: 0.031, memory: 27318, loss_cls: 0.3738, loss_bbox: 1.2134, loss_obj: 0.3769, loss: 1.9641 2023-02-24 15:53:05,570 - mmdet - INFO - Epoch [68][250/1111] lr: 8.889e-03, eta: 1 day, 20:16:05, time: 0.637, data_time: 0.031, memory: 27318, loss_cls: 0.3724, loss_bbox: 1.2033, loss_obj: 0.3827, loss: 1.9584 2023-02-24 15:53:33,104 - mmdet - INFO - Epoch [68][300/1111] lr: 8.887e-03, eta: 1 day, 20:15:23, time: 0.551, data_time: 0.032, memory: 27318, loss_cls: 0.3771, loss_bbox: 1.2369, loss_obj: 0.3911, loss: 2.0051 2023-02-24 15:54:02,874 - mmdet - INFO - Epoch [68][350/1111] lr: 8.886e-03, eta: 1 day, 20:14:49, time: 0.595, data_time: 0.028, memory: 27318, loss_cls: 0.3722, loss_bbox: 1.2040, loss_obj: 0.3868, loss: 1.9631 2023-02-24 15:54:33,029 - mmdet - INFO - Epoch [68][400/1111] lr: 8.884e-03, eta: 1 day, 20:14:16, time: 0.603, data_time: 0.031, memory: 27318, loss_cls: 0.3769, loss_bbox: 1.2225, loss_obj: 0.3828, loss: 1.9822 2023-02-24 15:55:04,828 - mmdet - INFO - Epoch [68][450/1111] lr: 8.882e-03, eta: 1 day, 20:13:48, time: 0.636, data_time: 0.030, memory: 27318, loss_cls: 0.3728, loss_bbox: 1.2055, loss_obj: 0.3941, loss: 1.9723 2023-02-24 15:55:34,824 - mmdet - INFO - Epoch [68][500/1111] lr: 8.881e-03, eta: 1 day, 20:13:15, time: 0.600, data_time: 0.027, memory: 27318, loss_cls: 0.3727, loss_bbox: 1.2038, loss_obj: 0.3802, loss: 1.9566 2023-02-24 15:56:05,759 - mmdet - INFO - Epoch [68][550/1111] lr: 8.879e-03, eta: 1 day, 20:12:44, time: 0.619, data_time: 0.030, memory: 27318, loss_cls: 0.3754, loss_bbox: 1.2196, loss_obj: 0.3984, loss: 1.9935 2023-02-24 15:56:38,646 - mmdet - INFO - Epoch [68][600/1111] lr: 8.878e-03, eta: 1 day, 20:12:21, time: 0.658, data_time: 0.024, memory: 27318, loss_cls: 0.3707, loss_bbox: 1.1894, loss_obj: 0.3763, loss: 1.9364 2023-02-24 15:57:07,974 - mmdet - INFO - Epoch [68][650/1111] lr: 8.876e-03, eta: 1 day, 20:11:45, time: 0.586, data_time: 0.029, memory: 27318, loss_cls: 0.3761, loss_bbox: 1.2242, loss_obj: 0.3878, loss: 1.9882 2023-02-24 15:57:36,712 - mmdet - INFO - Epoch [68][700/1111] lr: 8.875e-03, eta: 1 day, 20:11:07, time: 0.575, data_time: 0.030, memory: 27318, loss_cls: 0.3705, loss_bbox: 1.1952, loss_obj: 0.3675, loss: 1.9332 2023-02-24 15:58:05,831 - mmdet - INFO - Epoch [68][750/1111] lr: 8.873e-03, eta: 1 day, 20:10:30, time: 0.582, data_time: 0.029, memory: 27318, loss_cls: 0.3712, loss_bbox: 1.1994, loss_obj: 0.3731, loss: 1.9438 2023-02-24 15:58:37,864 - mmdet - INFO - Epoch [68][800/1111] lr: 8.872e-03, eta: 1 day, 20:10:04, time: 0.641, data_time: 0.030, memory: 27318, loss_cls: 0.3749, loss_bbox: 1.2139, loss_obj: 0.3857, loss: 1.9745 2023-02-24 15:59:08,063 - mmdet - INFO - Epoch [68][850/1111] lr: 8.870e-03, eta: 1 day, 20:09:31, time: 0.604, data_time: 0.031, memory: 27318, loss_cls: 0.3779, loss_bbox: 1.2349, loss_obj: 0.4008, loss: 2.0136 2023-02-24 15:59:36,039 - mmdet - INFO - Epoch [68][900/1111] lr: 8.868e-03, eta: 1 day, 20:08:50, time: 0.560, data_time: 0.035, memory: 27318, loss_cls: 0.3712, loss_bbox: 1.1993, loss_obj: 0.3720, loss: 1.9425 2023-02-24 16:00:02,890 - mmdet - INFO - Epoch [68][950/1111] lr: 8.867e-03, eta: 1 day, 20:08:06, time: 0.537, data_time: 0.032, memory: 27318, loss_cls: 0.3785, loss_bbox: 1.2417, loss_obj: 0.3930, loss: 2.0131 2023-02-24 16:00:35,401 - mmdet - INFO - Epoch [68][1000/1111] lr: 8.865e-03, eta: 1 day, 20:07:41, time: 0.650, data_time: 0.058, memory: 27318, loss_cls: 0.3706, loss_bbox: 1.2000, loss_obj: 0.3748, loss: 1.9455 2023-02-24 16:01:08,327 - mmdet - INFO - Epoch [68][1050/1111] lr: 8.864e-03, eta: 1 day, 20:07:17, time: 0.659, data_time: 0.026, memory: 27318, loss_cls: 0.3677, loss_bbox: 1.1818, loss_obj: 0.3675, loss: 1.9170 2023-02-24 16:01:40,934 - mmdet - INFO - Epoch [68][1100/1111] lr: 8.862e-03, eta: 1 day, 20:06:53, time: 0.652, data_time: 0.025, memory: 27318, loss_cls: 0.3676, loss_bbox: 1.1797, loss_obj: 0.3813, loss: 1.9287 2023-02-24 16:02:35,279 - mmdet - INFO - Epoch [69][50/1111] lr: 8.860e-03, eta: 1 day, 20:06:55, time: 0.985, data_time: 0.275, memory: 27318, loss_cls: 0.3732, loss_bbox: 1.2108, loss_obj: 0.3877, loss: 1.9717 2023-02-24 16:03:08,915 - mmdet - INFO - Epoch [69][100/1111] lr: 8.859e-03, eta: 1 day, 20:06:34, time: 0.673, data_time: 0.029, memory: 27318, loss_cls: 0.3692, loss_bbox: 1.1903, loss_obj: 0.3757, loss: 1.9352 2023-02-24 16:03:42,236 - mmdet - INFO - Epoch [69][150/1111] lr: 8.857e-03, eta: 1 day, 20:06:11, time: 0.666, data_time: 0.026, memory: 27318, loss_cls: 0.3703, loss_bbox: 1.1894, loss_obj: 0.3741, loss: 1.9338 2023-02-24 16:04:17,322 - mmdet - INFO - Epoch [69][200/1111] lr: 8.856e-03, eta: 1 day, 20:05:55, time: 0.702, data_time: 0.028, memory: 27318, loss_cls: 0.3711, loss_bbox: 1.1934, loss_obj: 0.3788, loss: 1.9434 2023-02-24 16:04:50,072 - mmdet - INFO - Epoch [69][250/1111] lr: 8.854e-03, eta: 1 day, 20:05:31, time: 0.655, data_time: 0.029, memory: 27318, loss_cls: 0.3685, loss_bbox: 1.1858, loss_obj: 0.3761, loss: 1.9305 2023-02-24 16:05:21,311 - mmdet - INFO - Epoch [69][300/1111] lr: 8.853e-03, eta: 1 day, 20:05:01, time: 0.625, data_time: 0.027, memory: 27318, loss_cls: 0.3712, loss_bbox: 1.1975, loss_obj: 0.3782, loss: 1.9468 2023-02-24 16:05:52,370 - mmdet - INFO - Epoch [69][350/1111] lr: 8.851e-03, eta: 1 day, 20:04:31, time: 0.621, data_time: 0.030, memory: 27318, loss_cls: 0.3719, loss_bbox: 1.2031, loss_obj: 0.3824, loss: 1.9574 2023-02-24 16:06:28,124 - mmdet - INFO - Epoch [69][400/1111] lr: 8.849e-03, eta: 1 day, 20:04:17, time: 0.715, data_time: 0.028, memory: 27318, loss_cls: 0.3668, loss_bbox: 1.1735, loss_obj: 0.3749, loss: 1.9152 2023-02-24 16:06:59,056 - mmdet - INFO - Epoch [69][450/1111] lr: 8.848e-03, eta: 1 day, 20:03:47, time: 0.619, data_time: 0.028, memory: 27318, loss_cls: 0.3741, loss_bbox: 1.2099, loss_obj: 0.3752, loss: 1.9592 2023-02-24 16:07:29,002 - mmdet - INFO - Epoch [69][500/1111] lr: 8.846e-03, eta: 1 day, 20:03:13, time: 0.599, data_time: 0.032, memory: 27318, loss_cls: 0.3693, loss_bbox: 1.1960, loss_obj: 0.3801, loss: 1.9455 2023-02-24 16:07:57,015 - mmdet - INFO - Epoch [69][550/1111] lr: 8.845e-03, eta: 1 day, 20:02:33, time: 0.561, data_time: 0.031, memory: 27318, loss_cls: 0.3718, loss_bbox: 1.2082, loss_obj: 0.3779, loss: 1.9579 2023-02-24 16:08:30,902 - mmdet - INFO - Epoch [69][600/1111] lr: 8.843e-03, eta: 1 day, 20:02:12, time: 0.678, data_time: 0.027, memory: 27318, loss_cls: 0.3671, loss_bbox: 1.1741, loss_obj: 0.3803, loss: 1.9215 2023-02-24 16:09:04,531 - mmdet - INFO - Epoch [69][650/1111] lr: 8.842e-03, eta: 1 day, 20:01:51, time: 0.673, data_time: 0.027, memory: 27318, loss_cls: 0.3663, loss_bbox: 1.1726, loss_obj: 0.3865, loss: 1.9253 2023-02-24 16:09:34,433 - mmdet - INFO - Epoch [69][700/1111] lr: 8.840e-03, eta: 1 day, 20:01:17, time: 0.598, data_time: 0.028, memory: 27318, loss_cls: 0.3697, loss_bbox: 1.1901, loss_obj: 0.3692, loss: 1.9290 2023-02-24 16:10:02,496 - mmdet - INFO - Epoch [69][750/1111] lr: 8.838e-03, eta: 1 day, 20:00:37, time: 0.561, data_time: 0.029, memory: 27318, loss_cls: 0.3717, loss_bbox: 1.2051, loss_obj: 0.3746, loss: 1.9514 2023-02-24 16:10:33,212 - mmdet - INFO - Epoch [69][800/1111] lr: 8.837e-03, eta: 1 day, 20:00:06, time: 0.614, data_time: 0.034, memory: 27318, loss_cls: 0.3708, loss_bbox: 1.2030, loss_obj: 0.4062, loss: 1.9800 2023-02-24 16:11:06,433 - mmdet - INFO - Epoch [69][850/1111] lr: 8.835e-03, eta: 1 day, 19:59:43, time: 0.664, data_time: 0.028, memory: 27318, loss_cls: 0.3650, loss_bbox: 1.1678, loss_obj: 0.3688, loss: 1.9016 2023-02-24 16:11:34,726 - mmdet - INFO - Epoch [69][900/1111] lr: 8.834e-03, eta: 1 day, 19:59:03, time: 0.566, data_time: 0.031, memory: 27318, loss_cls: 0.3739, loss_bbox: 1.2105, loss_obj: 0.3736, loss: 1.9580 2023-02-24 16:12:07,321 - mmdet - INFO - Epoch [69][950/1111] lr: 8.832e-03, eta: 1 day, 19:58:38, time: 0.651, data_time: 0.027, memory: 27318, loss_cls: 0.3764, loss_bbox: 1.2201, loss_obj: 0.3969, loss: 1.9935 2023-02-24 16:12:35,816 - mmdet - INFO - Epoch [69][1000/1111] lr: 8.831e-03, eta: 1 day, 19:58:00, time: 0.570, data_time: 0.032, memory: 27318, loss_cls: 0.3674, loss_bbox: 1.1845, loss_obj: 0.3720, loss: 1.9239 2023-02-24 16:13:07,135 - mmdet - INFO - Epoch [69][1050/1111] lr: 8.829e-03, eta: 1 day, 19:57:31, time: 0.626, data_time: 0.028, memory: 27318, loss_cls: 0.3727, loss_bbox: 1.2084, loss_obj: 0.4036, loss: 1.9847 2023-02-24 16:13:30,983 - mmdet - INFO - Epoch [69][1100/1111] lr: 8.827e-03, eta: 1 day, 19:56:37, time: 0.477, data_time: 0.029, memory: 27318, loss_cls: 0.3777, loss_bbox: 1.2400, loss_obj: 0.3962, loss: 2.0139 2023-02-24 16:14:25,464 - mmdet - INFO - Epoch [70][50/1111] lr: 8.826e-03, eta: 1 day, 19:56:32, time: 0.951, data_time: 0.288, memory: 27318, loss_cls: 0.3718, loss_bbox: 1.2056, loss_obj: 0.3833, loss: 1.9606 2023-02-24 16:14:54,751 - mmdet - INFO - Epoch [70][100/1111] lr: 8.824e-03, eta: 1 day, 19:55:56, time: 0.586, data_time: 0.031, memory: 27318, loss_cls: 0.3706, loss_bbox: 1.2014, loss_obj: 0.3799, loss: 1.9519 2023-02-24 16:15:27,585 - mmdet - INFO - Epoch [70][150/1111] lr: 8.822e-03, eta: 1 day, 19:55:32, time: 0.657, data_time: 0.029, memory: 27318, loss_cls: 0.3683, loss_bbox: 1.1850, loss_obj: 0.3791, loss: 1.9324 2023-02-24 16:15:57,795 - mmdet - INFO - Epoch [70][200/1111] lr: 8.821e-03, eta: 1 day, 19:54:59, time: 0.604, data_time: 0.028, memory: 27318, loss_cls: 0.3722, loss_bbox: 1.2019, loss_obj: 0.3763, loss: 1.9505 2023-02-24 16:16:28,000 - mmdet - INFO - Epoch [70][250/1111] lr: 8.819e-03, eta: 1 day, 19:54:26, time: 0.604, data_time: 0.026, memory: 27318, loss_cls: 0.3682, loss_bbox: 1.1836, loss_obj: 0.3717, loss: 1.9235 2023-02-24 16:17:01,281 - mmdet - INFO - Epoch [70][300/1111] lr: 8.818e-03, eta: 1 day, 19:54:04, time: 0.666, data_time: 0.031, memory: 27318, loss_cls: 0.3738, loss_bbox: 1.2077, loss_obj: 0.3802, loss: 1.9617 2023-02-24 16:17:30,007 - mmdet - INFO - Epoch [70][350/1111] lr: 8.816e-03, eta: 1 day, 19:53:26, time: 0.574, data_time: 0.032, memory: 27318, loss_cls: 0.3734, loss_bbox: 1.2171, loss_obj: 0.3836, loss: 1.9741 2023-02-24 16:17:59,541 - mmdet - INFO - Epoch [70][400/1111] lr: 8.814e-03, eta: 1 day, 19:52:51, time: 0.591, data_time: 0.038, memory: 27318, loss_cls: 0.3819, loss_bbox: 1.2534, loss_obj: 0.3946, loss: 2.0299 2023-02-24 16:18:28,115 - mmdet - INFO - Epoch [70][450/1111] lr: 8.813e-03, eta: 1 day, 19:52:12, time: 0.572, data_time: 0.032, memory: 27318, loss_cls: 0.3742, loss_bbox: 1.2142, loss_obj: 0.3820, loss: 1.9703 2023-02-24 16:18:55,785 - mmdet - INFO - Epoch [70][500/1111] lr: 8.811e-03, eta: 1 day, 19:51:31, time: 0.553, data_time: 0.030, memory: 27318, loss_cls: 0.3754, loss_bbox: 1.2248, loss_obj: 0.3976, loss: 1.9978 2023-02-24 16:19:23,948 - mmdet - INFO - Epoch [70][550/1111] lr: 8.810e-03, eta: 1 day, 19:50:51, time: 0.563, data_time: 0.036, memory: 27318, loss_cls: 0.3689, loss_bbox: 1.1889, loss_obj: 0.3744, loss: 1.9322 2023-02-24 16:19:54,340 - mmdet - INFO - Epoch [70][600/1111] lr: 8.808e-03, eta: 1 day, 19:50:19, time: 0.608, data_time: 0.035, memory: 27318, loss_cls: 0.3672, loss_bbox: 1.1828, loss_obj: 0.3855, loss: 1.9355 2023-02-24 16:20:25,798 - mmdet - INFO - Epoch [70][650/1111] lr: 8.806e-03, eta: 1 day, 19:49:50, time: 0.629, data_time: 0.028, memory: 27318, loss_cls: 0.3756, loss_bbox: 1.2202, loss_obj: 0.3742, loss: 1.9700 2023-02-24 16:20:53,571 - mmdet - INFO - Epoch [70][700/1111] lr: 8.805e-03, eta: 1 day, 19:49:09, time: 0.555, data_time: 0.033, memory: 27318, loss_cls: 0.3758, loss_bbox: 1.2196, loss_obj: 0.3943, loss: 1.9897 2023-02-24 16:21:26,313 - mmdet - INFO - Epoch [70][750/1111] lr: 8.803e-03, eta: 1 day, 19:48:45, time: 0.655, data_time: 0.029, memory: 27318, loss_cls: 0.3661, loss_bbox: 1.1716, loss_obj: 0.3695, loss: 1.9071 2023-02-24 16:21:54,449 - mmdet - INFO - Epoch [70][800/1111] lr: 8.802e-03, eta: 1 day, 19:48:05, time: 0.563, data_time: 0.031, memory: 27318, loss_cls: 0.3659, loss_bbox: 1.1756, loss_obj: 0.3620, loss: 1.9035 2023-02-24 16:22:25,196 - mmdet - INFO - Epoch [70][850/1111] lr: 8.800e-03, eta: 1 day, 19:47:34, time: 0.615, data_time: 0.032, memory: 27318, loss_cls: 0.3691, loss_bbox: 1.1893, loss_obj: 0.3751, loss: 1.9335 2023-02-24 16:22:53,769 - mmdet - INFO - Epoch [70][900/1111] lr: 8.799e-03, eta: 1 day, 19:46:56, time: 0.571, data_time: 0.030, memory: 27318, loss_cls: 0.3731, loss_bbox: 1.2095, loss_obj: 0.3713, loss: 1.9538 2023-02-24 16:23:26,783 - mmdet - INFO - Epoch [70][950/1111] lr: 8.797e-03, eta: 1 day, 19:46:33, time: 0.661, data_time: 0.028, memory: 27318, loss_cls: 0.3651, loss_bbox: 1.1713, loss_obj: 0.3834, loss: 1.9198 2023-02-24 16:23:54,732 - mmdet - INFO - Epoch [70][1000/1111] lr: 8.795e-03, eta: 1 day, 19:45:52, time: 0.559, data_time: 0.032, memory: 27318, loss_cls: 0.3696, loss_bbox: 1.1948, loss_obj: 0.3768, loss: 1.9412 2023-02-24 16:24:25,013 - mmdet - INFO - Epoch [70][1050/1111] lr: 8.794e-03, eta: 1 day, 19:45:20, time: 0.606, data_time: 0.033, memory: 27318, loss_cls: 0.3662, loss_bbox: 1.1703, loss_obj: 0.3480, loss: 1.8844 2023-02-24 16:25:02,441 - mmdet - INFO - Epoch [70][1100/1111] lr: 8.792e-03, eta: 1 day, 19:45:11, time: 0.749, data_time: 0.023, memory: 27318, loss_cls: 0.3715, loss_bbox: 1.1884, loss_obj: 0.3886, loss: 1.9485 2023-02-24 16:25:11,008 - mmdet - INFO - Saving checkpoint at 70 epochs 2023-02-24 16:27:58,439 - mmdet - INFO - Evaluating bbox... 2023-02-24 16:28:14,935 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.870 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.965 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.929 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.050 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.766 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.920 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.895 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.895 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.895 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.229 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.822 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.938 2023-02-24 16:28:15,177 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_60.pth was removed 2023-02-24 16:28:17,867 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_70.pth. 2023-02-24 16:28:17,868 - mmdet - INFO - Best bbox_mAP is 0.8699 at 70 epoch. 2023-02-24 16:28:17,868 - mmdet - INFO - Exp name: yolox_x.py 2023-02-24 16:28:17,868 - mmdet - INFO - Epoch(val) [70][4200] bbox_mAP: 0.8699, bbox_mAP_50: 0.9652, bbox_mAP_75: 0.9293, bbox_mAP_s: 0.0495, bbox_mAP_m: 0.7664, bbox_mAP_l: 0.9197, bbox_mAP_copypaste: 0.8699 0.9652 0.9293 0.0495 0.7664 0.9197 2023-02-24 16:28:57,679 - mmdet - INFO - Epoch [71][50/1111] lr: 8.790e-03, eta: 1 day, 19:44:40, time: 0.796, data_time: 0.172, memory: 27318, loss_cls: 0.3729, loss_bbox: 1.2117, loss_obj: 0.3889, loss: 1.9734 2023-02-24 16:29:28,261 - mmdet - INFO - Epoch [71][100/1111] lr: 8.789e-03, eta: 1 day, 19:44:09, time: 0.611, data_time: 0.025, memory: 27318, loss_cls: 0.3651, loss_bbox: 1.1726, loss_obj: 0.3699, loss: 1.9077 2023-02-24 16:29:54,487 - mmdet - INFO - Epoch [71][150/1111] lr: 8.787e-03, eta: 1 day, 19:43:23, time: 0.524, data_time: 0.040, memory: 27318, loss_cls: 0.3804, loss_bbox: 1.2545, loss_obj: 0.3928, loss: 2.0276 2023-02-24 16:30:26,299 - mmdet - INFO - Epoch [71][200/1111] lr: 8.785e-03, eta: 1 day, 19:42:55, time: 0.636, data_time: 0.032, memory: 27318, loss_cls: 0.3738, loss_bbox: 1.2126, loss_obj: 0.4063, loss: 1.9926 2023-02-24 16:30:58,029 - mmdet - INFO - Epoch [71][250/1111] lr: 8.784e-03, eta: 1 day, 19:42:27, time: 0.635, data_time: 0.025, memory: 27318, loss_cls: 0.3667, loss_bbox: 1.1726, loss_obj: 0.3883, loss: 1.9277 2023-02-24 16:31:25,529 - mmdet - INFO - Epoch [71][300/1111] lr: 8.782e-03, eta: 1 day, 19:41:46, time: 0.550, data_time: 0.031, memory: 27318, loss_cls: 0.3853, loss_bbox: 1.2736, loss_obj: 0.4119, loss: 2.0708 2023-02-24 16:31:52,519 - mmdet - INFO - Epoch [71][350/1111] lr: 8.781e-03, eta: 1 day, 19:41:02, time: 0.540, data_time: 0.038, memory: 27318, loss_cls: 0.3762, loss_bbox: 1.2257, loss_obj: 0.3860, loss: 1.9879 2023-02-24 16:32:23,670 - mmdet - INFO - Epoch [71][400/1111] lr: 8.779e-03, eta: 1 day, 19:40:33, time: 0.623, data_time: 0.031, memory: 27318, loss_cls: 0.3651, loss_bbox: 1.1719, loss_obj: 0.3733, loss: 1.9103 2023-02-24 16:33:02,798 - mmdet - INFO - Epoch [71][450/1111] lr: 8.777e-03, eta: 1 day, 19:40:29, time: 0.783, data_time: 0.152, memory: 27318, loss_cls: 0.3682, loss_bbox: 1.1876, loss_obj: 0.3794, loss: 1.9352 2023-02-24 16:33:29,765 - mmdet - INFO - Epoch [71][500/1111] lr: 8.776e-03, eta: 1 day, 19:39:45, time: 0.539, data_time: 0.033, memory: 27318, loss_cls: 0.3762, loss_bbox: 1.2299, loss_obj: 0.3811, loss: 1.9871 2023-02-24 16:33:59,401 - mmdet - INFO - Epoch [71][550/1111] lr: 8.774e-03, eta: 1 day, 19:39:11, time: 0.593, data_time: 0.030, memory: 27318, loss_cls: 0.3756, loss_bbox: 1.2226, loss_obj: 0.3883, loss: 1.9865 2023-02-24 16:34:31,896 - mmdet - INFO - Epoch [71][600/1111] lr: 8.773e-03, eta: 1 day, 19:38:45, time: 0.650, data_time: 0.026, memory: 27318, loss_cls: 0.3679, loss_bbox: 1.1867, loss_obj: 0.3800, loss: 1.9346 2023-02-24 16:35:01,219 - mmdet - INFO - Epoch [71][650/1111] lr: 8.771e-03, eta: 1 day, 19:38:10, time: 0.586, data_time: 0.033, memory: 27318, loss_cls: 0.3745, loss_bbox: 1.2223, loss_obj: 0.3798, loss: 1.9767 2023-02-24 16:35:33,251 - mmdet - INFO - Epoch [71][700/1111] lr: 8.769e-03, eta: 1 day, 19:37:43, time: 0.641, data_time: 0.030, memory: 27318, loss_cls: 0.3716, loss_bbox: 1.1930, loss_obj: 0.3810, loss: 1.9456 2023-02-24 16:35:59,464 - mmdet - INFO - Epoch [71][750/1111] lr: 8.768e-03, eta: 1 day, 19:36:57, time: 0.524, data_time: 0.030, memory: 27318, loss_cls: 0.3748, loss_bbox: 1.2196, loss_obj: 0.3913, loss: 1.9857 2023-02-24 16:36:26,976 - mmdet - INFO - Epoch [71][800/1111] lr: 8.766e-03, eta: 1 day, 19:36:15, time: 0.550, data_time: 0.032, memory: 27318, loss_cls: 0.3746, loss_bbox: 1.2172, loss_obj: 0.3918, loss: 1.9836 2023-02-24 16:36:59,184 - mmdet - INFO - Epoch [71][850/1111] lr: 8.765e-03, eta: 1 day, 19:35:49, time: 0.644, data_time: 0.033, memory: 27318, loss_cls: 0.3731, loss_bbox: 1.2064, loss_obj: 0.3795, loss: 1.9590 2023-02-24 16:37:29,329 - mmdet - INFO - Epoch [71][900/1111] lr: 8.763e-03, eta: 1 day, 19:35:16, time: 0.603, data_time: 0.031, memory: 27318, loss_cls: 0.3780, loss_bbox: 1.2338, loss_obj: 0.4009, loss: 2.0128 2023-02-24 16:37:58,874 - mmdet - INFO - Epoch [71][950/1111] lr: 8.761e-03, eta: 1 day, 19:34:41, time: 0.591, data_time: 0.034, memory: 27318, loss_cls: 0.3751, loss_bbox: 1.2203, loss_obj: 0.3960, loss: 1.9913 2023-02-24 16:38:27,643 - mmdet - INFO - Epoch [71][1000/1111] lr: 8.760e-03, eta: 1 day, 19:34:04, time: 0.575, data_time: 0.031, memory: 27318, loss_cls: 0.3706, loss_bbox: 1.2012, loss_obj: 0.3910, loss: 1.9628 2023-02-24 16:38:56,357 - mmdet - INFO - Epoch [71][1050/1111] lr: 8.758e-03, eta: 1 day, 19:33:26, time: 0.574, data_time: 0.033, memory: 27318, loss_cls: 0.3702, loss_bbox: 1.1942, loss_obj: 0.3526, loss: 1.9169 2023-02-24 16:39:24,290 - mmdet - INFO - Epoch [71][1100/1111] lr: 8.756e-03, eta: 1 day, 19:32:46, time: 0.559, data_time: 0.023, memory: 27318, loss_cls: 0.3733, loss_bbox: 1.2119, loss_obj: 0.3666, loss: 1.9518 2023-02-24 16:40:14,496 - mmdet - INFO - Epoch [72][50/1111] lr: 8.754e-03, eta: 1 day, 19:32:32, time: 0.898, data_time: 0.249, memory: 27318, loss_cls: 0.3791, loss_bbox: 1.2441, loss_obj: 0.3908, loss: 2.0140 2023-02-24 16:40:46,671 - mmdet - INFO - Epoch [72][100/1111] lr: 8.753e-03, eta: 1 day, 19:32:06, time: 0.644, data_time: 0.026, memory: 27318, loss_cls: 0.3739, loss_bbox: 1.2090, loss_obj: 0.3837, loss: 1.9666 2023-02-24 16:41:21,251 - mmdet - INFO - Epoch [72][150/1111] lr: 8.751e-03, eta: 1 day, 19:31:47, time: 0.691, data_time: 0.029, memory: 27318, loss_cls: 0.3685, loss_bbox: 1.1834, loss_obj: 0.3881, loss: 1.9400 2023-02-24 16:41:51,249 - mmdet - INFO - Epoch [72][200/1111] lr: 8.750e-03, eta: 1 day, 19:31:14, time: 0.600, data_time: 0.033, memory: 27318, loss_cls: 0.3766, loss_bbox: 1.2351, loss_obj: 0.4018, loss: 2.0135 2023-02-24 16:42:18,367 - mmdet - INFO - Epoch [72][250/1111] lr: 8.748e-03, eta: 1 day, 19:30:31, time: 0.542, data_time: 0.031, memory: 27318, loss_cls: 0.3775, loss_bbox: 1.2342, loss_obj: 0.3895, loss: 2.0011 2023-02-24 16:42:49,336 - mmdet - INFO - Epoch [72][300/1111] lr: 8.746e-03, eta: 1 day, 19:30:01, time: 0.619, data_time: 0.027, memory: 27318, loss_cls: 0.3700, loss_bbox: 1.1974, loss_obj: 0.3847, loss: 1.9521 2023-02-24 16:43:18,619 - mmdet - INFO - Epoch [72][350/1111] lr: 8.745e-03, eta: 1 day, 19:29:25, time: 0.586, data_time: 0.034, memory: 27318, loss_cls: 0.3689, loss_bbox: 1.1913, loss_obj: 0.3659, loss: 1.9261 2023-02-24 16:43:48,518 - mmdet - INFO - Epoch [72][400/1111] lr: 8.743e-03, eta: 1 day, 19:28:51, time: 0.598, data_time: 0.031, memory: 27318, loss_cls: 0.3686, loss_bbox: 1.1874, loss_obj: 0.3816, loss: 1.9375 2023-02-24 16:44:16,094 - mmdet - INFO - Epoch [72][450/1111] lr: 8.741e-03, eta: 1 day, 19:28:10, time: 0.552, data_time: 0.031, memory: 27318, loss_cls: 0.3712, loss_bbox: 1.2014, loss_obj: 0.3716, loss: 1.9443 2023-02-24 16:44:46,447 - mmdet - INFO - Epoch [72][500/1111] lr: 8.740e-03, eta: 1 day, 19:27:38, time: 0.607, data_time: 0.035, memory: 27318, loss_cls: 0.3757, loss_bbox: 1.2260, loss_obj: 0.3861, loss: 1.9879 2023-02-24 16:45:17,273 - mmdet - INFO - Epoch [72][550/1111] lr: 8.738e-03, eta: 1 day, 19:27:07, time: 0.616, data_time: 0.033, memory: 27318, loss_cls: 0.3694, loss_bbox: 1.1846, loss_obj: 0.3751, loss: 1.9291 2023-02-24 16:45:45,945 - mmdet - INFO - Epoch [72][600/1111] lr: 8.737e-03, eta: 1 day, 19:26:29, time: 0.573, data_time: 0.031, memory: 27318, loss_cls: 0.3729, loss_bbox: 1.2141, loss_obj: 0.3820, loss: 1.9691 2023-02-24 16:46:11,511 - mmdet - INFO - Epoch [72][650/1111] lr: 8.735e-03, eta: 1 day, 19:25:42, time: 0.511, data_time: 0.033, memory: 27318, loss_cls: 0.3788, loss_bbox: 1.2469, loss_obj: 0.3949, loss: 2.0207 2023-02-24 16:46:44,336 - mmdet - INFO - Epoch [72][700/1111] lr: 8.733e-03, eta: 1 day, 19:25:17, time: 0.656, data_time: 0.033, memory: 27318, loss_cls: 0.3715, loss_bbox: 1.2033, loss_obj: 0.3860, loss: 1.9608 2023-02-24 16:47:17,458 - mmdet - INFO - Epoch [72][750/1111] lr: 8.732e-03, eta: 1 day, 19:24:54, time: 0.662, data_time: 0.024, memory: 27318, loss_cls: 0.3662, loss_bbox: 1.1717, loss_obj: 0.3725, loss: 1.9104 2023-02-24 16:47:45,875 - mmdet - INFO - Epoch [72][800/1111] lr: 8.730e-03, eta: 1 day, 19:24:16, time: 0.568, data_time: 0.034, memory: 27318, loss_cls: 0.3690, loss_bbox: 1.1915, loss_obj: 0.3646, loss: 1.9251 2023-02-24 16:48:16,973 - mmdet - INFO - Epoch [72][850/1111] lr: 8.728e-03, eta: 1 day, 19:23:46, time: 0.622, data_time: 0.029, memory: 27318, loss_cls: 0.3769, loss_bbox: 1.2252, loss_obj: 0.3984, loss: 2.0005 2023-02-24 16:48:48,791 - mmdet - INFO - Epoch [72][900/1111] lr: 8.727e-03, eta: 1 day, 19:23:18, time: 0.636, data_time: 0.025, memory: 27318, loss_cls: 0.3662, loss_bbox: 1.1762, loss_obj: 0.3782, loss: 1.9206 2023-02-24 16:49:17,379 - mmdet - INFO - Epoch [72][950/1111] lr: 8.725e-03, eta: 1 day, 19:22:40, time: 0.572, data_time: 0.034, memory: 27318, loss_cls: 0.3703, loss_bbox: 1.2006, loss_obj: 0.3667, loss: 1.9376 2023-02-24 16:49:46,444 - mmdet - INFO - Epoch [72][1000/1111] lr: 8.724e-03, eta: 1 day, 19:22:04, time: 0.581, data_time: 0.037, memory: 27318, loss_cls: 0.3729, loss_bbox: 1.2158, loss_obj: 0.3746, loss: 1.9633 2023-02-24 16:50:19,024 - mmdet - INFO - Epoch [72][1050/1111] lr: 8.722e-03, eta: 1 day, 19:21:39, time: 0.652, data_time: 0.024, memory: 27318, loss_cls: 0.3695, loss_bbox: 1.1803, loss_obj: 0.3768, loss: 1.9265 2023-02-24 16:50:46,758 - mmdet - INFO - Epoch [72][1100/1111] lr: 8.720e-03, eta: 1 day, 19:20:58, time: 0.555, data_time: 0.030, memory: 27318, loss_cls: 0.3678, loss_bbox: 1.1858, loss_obj: 0.3640, loss: 1.9176 2023-02-24 16:51:37,942 - mmdet - INFO - Epoch [73][50/1111] lr: 8.718e-03, eta: 1 day, 19:20:49, time: 0.931, data_time: 0.272, memory: 27318, loss_cls: 0.3663, loss_bbox: 1.1731, loss_obj: 0.3668, loss: 1.9062 2023-02-24 16:52:07,381 - mmdet - INFO - Epoch [73][100/1111] lr: 8.717e-03, eta: 1 day, 19:20:14, time: 0.589, data_time: 0.032, memory: 27318, loss_cls: 0.3728, loss_bbox: 1.2064, loss_obj: 0.3829, loss: 1.9621 2023-02-24 16:52:39,067 - mmdet - INFO - Epoch [73][150/1111] lr: 8.715e-03, eta: 1 day, 19:19:46, time: 0.634, data_time: 0.028, memory: 27318, loss_cls: 0.3732, loss_bbox: 1.2111, loss_obj: 0.3903, loss: 1.9746 2023-02-24 16:53:06,276 - mmdet - INFO - Epoch [73][200/1111] lr: 8.713e-03, eta: 1 day, 19:19:04, time: 0.544, data_time: 0.032, memory: 27318, loss_cls: 0.3684, loss_bbox: 1.1956, loss_obj: 0.3804, loss: 1.9445 2023-02-24 16:53:36,924 - mmdet - INFO - Epoch [73][250/1111] lr: 8.712e-03, eta: 1 day, 19:18:32, time: 0.613, data_time: 0.040, memory: 27318, loss_cls: 0.3768, loss_bbox: 1.2317, loss_obj: 0.3940, loss: 2.0025 2023-02-24 16:54:04,705 - mmdet - INFO - Epoch [73][300/1111] lr: 8.710e-03, eta: 1 day, 19:17:52, time: 0.555, data_time: 0.034, memory: 27318, loss_cls: 0.3726, loss_bbox: 1.2100, loss_obj: 0.3690, loss: 1.9516 2023-02-24 16:54:33,885 - mmdet - INFO - Epoch [73][350/1111] lr: 8.708e-03, eta: 1 day, 19:17:16, time: 0.584, data_time: 0.037, memory: 27318, loss_cls: 0.3738, loss_bbox: 1.2170, loss_obj: 0.3885, loss: 1.9793 2023-02-24 16:55:05,390 - mmdet - INFO - Epoch [73][400/1111] lr: 8.707e-03, eta: 1 day, 19:16:47, time: 0.630, data_time: 0.036, memory: 27318, loss_cls: 0.3689, loss_bbox: 1.1958, loss_obj: 0.3820, loss: 1.9468 2023-02-24 16:55:38,008 - mmdet - INFO - Epoch [73][450/1111] lr: 8.705e-03, eta: 1 day, 19:16:22, time: 0.652, data_time: 0.029, memory: 27318, loss_cls: 0.3650, loss_bbox: 1.1703, loss_obj: 0.3733, loss: 1.9086 2023-02-24 16:56:11,209 - mmdet - INFO - Epoch [73][500/1111] lr: 8.703e-03, eta: 1 day, 19:15:59, time: 0.664, data_time: 0.027, memory: 27318, loss_cls: 0.3671, loss_bbox: 1.1783, loss_obj: 0.3924, loss: 1.9378 2023-02-24 16:56:43,301 - mmdet - INFO - Epoch [73][550/1111] lr: 8.702e-03, eta: 1 day, 19:15:32, time: 0.642, data_time: 0.028, memory: 27318, loss_cls: 0.3638, loss_bbox: 1.1652, loss_obj: 0.3591, loss: 1.8881 2023-02-24 16:57:11,096 - mmdet - INFO - Epoch [73][600/1111] lr: 8.700e-03, eta: 1 day, 19:14:52, time: 0.556, data_time: 0.035, memory: 27318, loss_cls: 0.3710, loss_bbox: 1.2030, loss_obj: 0.3619, loss: 1.9358 2023-02-24 16:57:41,153 - mmdet - INFO - Epoch [73][650/1111] lr: 8.699e-03, eta: 1 day, 19:14:19, time: 0.601, data_time: 0.032, memory: 27318, loss_cls: 0.3659, loss_bbox: 1.1853, loss_obj: 0.3817, loss: 1.9329 2023-02-24 16:58:10,014 - mmdet - INFO - Epoch [73][700/1111] lr: 8.697e-03, eta: 1 day, 19:13:42, time: 0.577, data_time: 0.027, memory: 27318, loss_cls: 0.3676, loss_bbox: 1.1850, loss_obj: 0.3756, loss: 1.9282 2023-02-24 16:58:41,693 - mmdet - INFO - Epoch [73][750/1111] lr: 8.695e-03, eta: 1 day, 19:13:14, time: 0.634, data_time: 0.030, memory: 27318, loss_cls: 0.3665, loss_bbox: 1.1773, loss_obj: 0.3766, loss: 1.9203 2023-02-24 16:59:09,494 - mmdet - INFO - Epoch [73][800/1111] lr: 8.694e-03, eta: 1 day, 19:12:34, time: 0.556, data_time: 0.033, memory: 27318, loss_cls: 0.3808, loss_bbox: 1.2454, loss_obj: 0.3769, loss: 2.0031 2023-02-24 16:59:43,378 - mmdet - INFO - Epoch [73][850/1111] lr: 8.692e-03, eta: 1 day, 19:12:13, time: 0.678, data_time: 0.032, memory: 27318, loss_cls: 0.3676, loss_bbox: 1.1827, loss_obj: 0.3768, loss: 1.9271 2023-02-24 17:00:14,218 - mmdet - INFO - Epoch [73][900/1111] lr: 8.690e-03, eta: 1 day, 19:11:42, time: 0.617, data_time: 0.029, memory: 27318, loss_cls: 0.3687, loss_bbox: 1.1923, loss_obj: 0.3774, loss: 1.9384 2023-02-24 17:00:47,883 - mmdet - INFO - Epoch [73][950/1111] lr: 8.689e-03, eta: 1 day, 19:11:20, time: 0.673, data_time: 0.031, memory: 27318, loss_cls: 0.3734, loss_bbox: 1.2097, loss_obj: 0.3875, loss: 1.9707 2023-02-24 17:01:20,473 - mmdet - INFO - Epoch [73][1000/1111] lr: 8.687e-03, eta: 1 day, 19:10:55, time: 0.652, data_time: 0.028, memory: 27318, loss_cls: 0.3604, loss_bbox: 1.1452, loss_obj: 0.3677, loss: 1.8733 2023-02-24 17:01:50,137 - mmdet - INFO - Epoch [73][1050/1111] lr: 8.685e-03, eta: 1 day, 19:10:20, time: 0.593, data_time: 0.029, memory: 27318, loss_cls: 0.3722, loss_bbox: 1.2057, loss_obj: 0.3790, loss: 1.9568 2023-02-24 17:02:20,248 - mmdet - INFO - Epoch [73][1100/1111] lr: 8.684e-03, eta: 1 day, 19:09:47, time: 0.602, data_time: 0.027, memory: 27318, loss_cls: 0.3667, loss_bbox: 1.1718, loss_obj: 0.3677, loss: 1.9062 2023-02-24 17:03:19,405 - mmdet - INFO - Epoch [74][50/1111] lr: 8.682e-03, eta: 1 day, 19:09:53, time: 1.027, data_time: 0.255, memory: 27318, loss_cls: 0.3660, loss_bbox: 1.1663, loss_obj: 0.3744, loss: 1.9067 2023-02-24 17:03:50,079 - mmdet - INFO - Epoch [74][100/1111] lr: 8.680e-03, eta: 1 day, 19:09:21, time: 0.613, data_time: 0.027, memory: 27318, loss_cls: 0.3668, loss_bbox: 1.1823, loss_obj: 0.3950, loss: 1.9441 2023-02-24 17:04:19,824 - mmdet - INFO - Epoch [74][150/1111] lr: 8.678e-03, eta: 1 day, 19:08:47, time: 0.595, data_time: 0.032, memory: 27318, loss_cls: 0.3733, loss_bbox: 1.2119, loss_obj: 0.3823, loss: 1.9675 2023-02-24 17:04:51,786 - mmdet - INFO - Epoch [74][200/1111] lr: 8.677e-03, eta: 1 day, 19:08:20, time: 0.639, data_time: 0.032, memory: 27318, loss_cls: 0.3653, loss_bbox: 1.1694, loss_obj: 0.3645, loss: 1.8991 2023-02-24 17:05:24,539 - mmdet - INFO - Epoch [74][250/1111] lr: 8.675e-03, eta: 1 day, 19:07:55, time: 0.655, data_time: 0.029, memory: 27318, loss_cls: 0.3639, loss_bbox: 1.1660, loss_obj: 0.3862, loss: 1.9161 2023-02-24 17:05:55,406 - mmdet - INFO - Epoch [74][300/1111] lr: 8.673e-03, eta: 1 day, 19:07:24, time: 0.618, data_time: 0.032, memory: 27318, loss_cls: 0.3678, loss_bbox: 1.1844, loss_obj: 0.3495, loss: 1.9017 2023-02-24 17:06:23,957 - mmdet - INFO - Epoch [74][350/1111] lr: 8.672e-03, eta: 1 day, 19:06:47, time: 0.571, data_time: 0.032, memory: 27318, loss_cls: 0.3759, loss_bbox: 1.2248, loss_obj: 0.3835, loss: 1.9842 2023-02-24 17:06:53,406 - mmdet - INFO - Epoch [74][400/1111] lr: 8.670e-03, eta: 1 day, 19:06:12, time: 0.589, data_time: 0.033, memory: 27318, loss_cls: 0.3722, loss_bbox: 1.2023, loss_obj: 0.3968, loss: 1.9713 2023-02-24 17:07:22,963 - mmdet - INFO - Epoch [74][450/1111] lr: 8.668e-03, eta: 1 day, 19:05:37, time: 0.591, data_time: 0.030, memory: 27318, loss_cls: 0.3689, loss_bbox: 1.1838, loss_obj: 0.3623, loss: 1.9150 2023-02-24 17:07:52,659 - mmdet - INFO - Epoch [74][500/1111] lr: 8.667e-03, eta: 1 day, 19:05:03, time: 0.593, data_time: 0.031, memory: 27318, loss_cls: 0.3712, loss_bbox: 1.2067, loss_obj: 0.3731, loss: 1.9511 2023-02-24 17:08:23,239 - mmdet - INFO - Epoch [74][550/1111] lr: 8.665e-03, eta: 1 day, 19:04:31, time: 0.612, data_time: 0.027, memory: 27318, loss_cls: 0.3726, loss_bbox: 1.2041, loss_obj: 0.3685, loss: 1.9452 2023-02-24 17:08:49,686 - mmdet - INFO - Epoch [74][600/1111] lr: 8.663e-03, eta: 1 day, 19:03:47, time: 0.529, data_time: 0.032, memory: 27318, loss_cls: 0.3642, loss_bbox: 1.1742, loss_obj: 0.3745, loss: 1.9129 2023-02-24 17:09:19,883 - mmdet - INFO - Epoch [74][650/1111] lr: 8.662e-03, eta: 1 day, 19:03:14, time: 0.604, data_time: 0.063, memory: 27318, loss_cls: 0.3723, loss_bbox: 1.2076, loss_obj: 0.3771, loss: 1.9570 2023-02-24 17:09:48,351 - mmdet - INFO - Epoch [74][700/1111] lr: 8.660e-03, eta: 1 day, 19:02:36, time: 0.569, data_time: 0.027, memory: 27318, loss_cls: 0.3669, loss_bbox: 1.1831, loss_obj: 0.3761, loss: 1.9260 2023-02-24 17:10:14,058 - mmdet - INFO - Epoch [74][750/1111] lr: 8.658e-03, eta: 1 day, 19:01:50, time: 0.514, data_time: 0.042, memory: 27318, loss_cls: 0.3765, loss_bbox: 1.2336, loss_obj: 0.3724, loss: 1.9825 2023-02-24 17:10:42,738 - mmdet - INFO - Epoch [74][800/1111] lr: 8.657e-03, eta: 1 day, 19:01:12, time: 0.573, data_time: 0.027, memory: 27318, loss_cls: 0.3697, loss_bbox: 1.1910, loss_obj: 0.3780, loss: 1.9388 2023-02-24 17:11:13,102 - mmdet - INFO - Epoch [74][850/1111] lr: 8.655e-03, eta: 1 day, 19:00:40, time: 0.607, data_time: 0.029, memory: 27318, loss_cls: 0.3624, loss_bbox: 1.1606, loss_obj: 0.3846, loss: 1.9077 2023-02-24 17:11:43,174 - mmdet - INFO - Epoch [74][900/1111] lr: 8.653e-03, eta: 1 day, 19:00:07, time: 0.601, data_time: 0.032, memory: 27318, loss_cls: 0.3720, loss_bbox: 1.2077, loss_obj: 0.3746, loss: 1.9543 2023-02-24 17:12:15,371 - mmdet - INFO - Epoch [74][950/1111] lr: 8.652e-03, eta: 1 day, 18:59:41, time: 0.644, data_time: 0.028, memory: 27318, loss_cls: 0.3691, loss_bbox: 1.1930, loss_obj: 0.3909, loss: 1.9530 2023-02-24 17:12:46,011 - mmdet - INFO - Epoch [74][1000/1111] lr: 8.650e-03, eta: 1 day, 18:59:09, time: 0.613, data_time: 0.031, memory: 27318, loss_cls: 0.3653, loss_bbox: 1.1743, loss_obj: 0.3631, loss: 1.9027 2023-02-24 17:13:12,334 - mmdet - INFO - Epoch [74][1050/1111] lr: 8.648e-03, eta: 1 day, 18:58:25, time: 0.525, data_time: 0.034, memory: 27318, loss_cls: 0.3750, loss_bbox: 1.2183, loss_obj: 0.3659, loss: 1.9592 2023-02-24 17:13:40,302 - mmdet - INFO - Epoch [74][1100/1111] lr: 8.647e-03, eta: 1 day, 18:57:45, time: 0.560, data_time: 0.030, memory: 27318, loss_cls: 0.3693, loss_bbox: 1.1958, loss_obj: 0.3734, loss: 1.9385 2023-02-24 17:14:31,856 - mmdet - INFO - Epoch [75][50/1111] lr: 8.645e-03, eta: 1 day, 18:57:35, time: 0.929, data_time: 0.277, memory: 27318, loss_cls: 0.3742, loss_bbox: 1.2188, loss_obj: 0.3913, loss: 1.9843 2023-02-24 17:14:57,179 - mmdet - INFO - Epoch [75][100/1111] lr: 8.643e-03, eta: 1 day, 18:56:47, time: 0.506, data_time: 0.035, memory: 27318, loss_cls: 0.3757, loss_bbox: 1.2340, loss_obj: 0.3813, loss: 1.9911 2023-02-24 17:15:33,827 - mmdet - INFO - Epoch [75][150/1111] lr: 8.641e-03, eta: 1 day, 18:56:34, time: 0.733, data_time: 0.065, memory: 27318, loss_cls: 0.3692, loss_bbox: 1.1857, loss_obj: 0.3780, loss: 1.9328 2023-02-24 17:16:06,999 - mmdet - INFO - Epoch [75][200/1111] lr: 8.640e-03, eta: 1 day, 18:56:11, time: 0.663, data_time: 0.030, memory: 27318, loss_cls: 0.3673, loss_bbox: 1.1804, loss_obj: 0.3808, loss: 1.9285 2023-02-24 17:16:35,859 - mmdet - INFO - Epoch [75][250/1111] lr: 8.638e-03, eta: 1 day, 18:55:34, time: 0.577, data_time: 0.030, memory: 27318, loss_cls: 0.3732, loss_bbox: 1.2082, loss_obj: 0.3874, loss: 1.9688 2023-02-24 17:17:07,779 - mmdet - INFO - Epoch [75][300/1111] lr: 8.636e-03, eta: 1 day, 18:55:07, time: 0.638, data_time: 0.028, memory: 27318, loss_cls: 0.3646, loss_bbox: 1.1649, loss_obj: 0.3621, loss: 1.8917 2023-02-24 17:17:37,880 - mmdet - INFO - Epoch [75][350/1111] lr: 8.634e-03, eta: 1 day, 18:54:34, time: 0.602, data_time: 0.028, memory: 27318, loss_cls: 0.3677, loss_bbox: 1.1772, loss_obj: 0.3772, loss: 1.9220 2023-02-24 17:18:05,473 - mmdet - INFO - Epoch [75][400/1111] lr: 8.633e-03, eta: 1 day, 18:53:53, time: 0.552, data_time: 0.033, memory: 27318, loss_cls: 0.3747, loss_bbox: 1.2229, loss_obj: 0.3883, loss: 1.9859 2023-02-24 17:18:36,741 - mmdet - INFO - Epoch [75][450/1111] lr: 8.631e-03, eta: 1 day, 18:53:24, time: 0.625, data_time: 0.030, memory: 27318, loss_cls: 0.3712, loss_bbox: 1.1987, loss_obj: 0.3676, loss: 1.9375 2023-02-24 17:19:09,151 - mmdet - INFO - Epoch [75][500/1111] lr: 8.629e-03, eta: 1 day, 18:52:58, time: 0.648, data_time: 0.029, memory: 27318, loss_cls: 0.3744, loss_bbox: 1.2095, loss_obj: 0.3873, loss: 1.9712 2023-02-24 17:19:41,807 - mmdet - INFO - Epoch [75][550/1111] lr: 8.628e-03, eta: 1 day, 18:52:32, time: 0.653, data_time: 0.027, memory: 27318, loss_cls: 0.3680, loss_bbox: 1.1841, loss_obj: 0.3851, loss: 1.9372 2023-02-24 17:20:16,520 - mmdet - INFO - Epoch [75][600/1111] lr: 8.626e-03, eta: 1 day, 18:52:13, time: 0.694, data_time: 0.027, memory: 27318, loss_cls: 0.3718, loss_bbox: 1.1978, loss_obj: 0.3819, loss: 1.9515 2023-02-24 17:20:46,290 - mmdet - INFO - Epoch [75][650/1111] lr: 8.624e-03, eta: 1 day, 18:51:40, time: 0.595, data_time: 0.029, memory: 27318, loss_cls: 0.3703, loss_bbox: 1.1964, loss_obj: 0.3807, loss: 1.9475 2023-02-24 17:21:16,040 - mmdet - INFO - Epoch [75][700/1111] lr: 8.623e-03, eta: 1 day, 18:51:05, time: 0.594, data_time: 0.033, memory: 27318, loss_cls: 0.3757, loss_bbox: 1.2209, loss_obj: 0.3832, loss: 1.9799 2023-02-24 17:21:44,863 - mmdet - INFO - Epoch [75][750/1111] lr: 8.621e-03, eta: 1 day, 18:50:29, time: 0.577, data_time: 0.035, memory: 27318, loss_cls: 0.3776, loss_bbox: 1.2315, loss_obj: 0.3892, loss: 1.9983 2023-02-24 17:22:20,520 - mmdet - INFO - Epoch [75][800/1111] lr: 8.619e-03, eta: 1 day, 18:50:13, time: 0.713, data_time: 0.025, memory: 27318, loss_cls: 0.3678, loss_bbox: 1.1748, loss_obj: 0.3766, loss: 1.9192 2023-02-24 17:22:49,841 - mmdet - INFO - Epoch [75][850/1111] lr: 8.618e-03, eta: 1 day, 18:49:37, time: 0.586, data_time: 0.034, memory: 27318, loss_cls: 0.3733, loss_bbox: 1.2141, loss_obj: 0.3940, loss: 1.9814 2023-02-24 17:23:19,718 - mmdet - INFO - Epoch [75][900/1111] lr: 8.616e-03, eta: 1 day, 18:49:04, time: 0.598, data_time: 0.030, memory: 27318, loss_cls: 0.3678, loss_bbox: 1.1830, loss_obj: 0.3571, loss: 1.9079 2023-02-24 17:23:50,260 - mmdet - INFO - Epoch [75][950/1111] lr: 8.614e-03, eta: 1 day, 18:48:32, time: 0.611, data_time: 0.033, memory: 27318, loss_cls: 0.3659, loss_bbox: 1.1740, loss_obj: 0.3746, loss: 1.9144 2023-02-24 17:24:22,771 - mmdet - INFO - Epoch [75][1000/1111] lr: 8.613e-03, eta: 1 day, 18:48:06, time: 0.650, data_time: 0.028, memory: 27318, loss_cls: 0.3637, loss_bbox: 1.1645, loss_obj: 0.3614, loss: 1.8895 2023-02-24 17:24:52,962 - mmdet - INFO - Epoch [75][1050/1111] lr: 8.611e-03, eta: 1 day, 18:47:34, time: 0.604, data_time: 0.032, memory: 27318, loss_cls: 0.3687, loss_bbox: 1.1859, loss_obj: 0.3664, loss: 1.9210 2023-02-24 17:25:23,496 - mmdet - INFO - Epoch [75][1100/1111] lr: 8.609e-03, eta: 1 day, 18:47:02, time: 0.611, data_time: 0.024, memory: 27318, loss_cls: 0.3662, loss_bbox: 1.1798, loss_obj: 0.3914, loss: 1.9374 2023-02-24 17:26:17,792 - mmdet - INFO - Epoch [76][50/1111] lr: 8.607e-03, eta: 1 day, 18:46:59, time: 0.983, data_time: 0.272, memory: 27318, loss_cls: 0.3644, loss_bbox: 1.1705, loss_obj: 0.3830, loss: 1.9179 2023-02-24 17:26:47,700 - mmdet - INFO - Epoch [76][100/1111] lr: 8.605e-03, eta: 1 day, 18:46:26, time: 0.598, data_time: 0.029, memory: 27318, loss_cls: 0.3732, loss_bbox: 1.2076, loss_obj: 0.3825, loss: 1.9632 2023-02-24 17:27:15,850 - mmdet - INFO - Epoch [76][150/1111] lr: 8.604e-03, eta: 1 day, 18:45:47, time: 0.563, data_time: 0.032, memory: 27318, loss_cls: 0.3709, loss_bbox: 1.2056, loss_obj: 0.3880, loss: 1.9645 2023-02-24 17:27:47,051 - mmdet - INFO - Epoch [76][200/1111] lr: 8.602e-03, eta: 1 day, 18:45:17, time: 0.624, data_time: 0.031, memory: 27318, loss_cls: 0.3733, loss_bbox: 1.2070, loss_obj: 0.3973, loss: 1.9776 2023-02-24 17:28:15,171 - mmdet - INFO - Epoch [76][250/1111] lr: 8.600e-03, eta: 1 day, 18:44:38, time: 0.562, data_time: 0.028, memory: 27318, loss_cls: 0.3747, loss_bbox: 1.2144, loss_obj: 0.3732, loss: 1.9623 2023-02-24 17:28:43,144 - mmdet - INFO - Epoch [76][300/1111] lr: 8.599e-03, eta: 1 day, 18:43:59, time: 0.559, data_time: 0.034, memory: 27318, loss_cls: 0.3801, loss_bbox: 1.2456, loss_obj: 0.3895, loss: 2.0153 2023-02-24 17:29:17,533 - mmdet - INFO - Epoch [76][350/1111] lr: 8.597e-03, eta: 1 day, 18:43:39, time: 0.688, data_time: 0.027, memory: 27318, loss_cls: 0.3700, loss_bbox: 1.1855, loss_obj: 0.3808, loss: 1.9364 2023-02-24 17:29:44,821 - mmdet - INFO - Epoch [76][400/1111] lr: 8.595e-03, eta: 1 day, 18:42:58, time: 0.546, data_time: 0.033, memory: 27318, loss_cls: 0.3703, loss_bbox: 1.1998, loss_obj: 0.3582, loss: 1.9283 2023-02-24 17:30:14,686 - mmdet - INFO - Epoch [76][450/1111] lr: 8.593e-03, eta: 1 day, 18:42:24, time: 0.597, data_time: 0.031, memory: 27318, loss_cls: 0.3701, loss_bbox: 1.1994, loss_obj: 0.3818, loss: 1.9513 2023-02-24 17:30:44,878 - mmdet - INFO - Epoch [76][500/1111] lr: 8.592e-03, eta: 1 day, 18:41:51, time: 0.604, data_time: 0.030, memory: 27318, loss_cls: 0.3695, loss_bbox: 1.1906, loss_obj: 0.3774, loss: 1.9375 2023-02-24 17:31:15,752 - mmdet - INFO - Epoch [76][550/1111] lr: 8.590e-03, eta: 1 day, 18:41:21, time: 0.617, data_time: 0.030, memory: 27318, loss_cls: 0.3710, loss_bbox: 1.1988, loss_obj: 0.3879, loss: 1.9577 2023-02-24 17:31:47,971 - mmdet - INFO - Epoch [76][600/1111] lr: 8.588e-03, eta: 1 day, 18:40:54, time: 0.644, data_time: 0.027, memory: 27318, loss_cls: 0.3680, loss_bbox: 1.1830, loss_obj: 0.3742, loss: 1.9253 2023-02-24 17:32:16,336 - mmdet - INFO - Epoch [76][650/1111] lr: 8.587e-03, eta: 1 day, 18:40:16, time: 0.567, data_time: 0.039, memory: 27318, loss_cls: 0.3794, loss_bbox: 1.2377, loss_obj: 0.3928, loss: 2.0100 2023-02-24 17:32:47,947 - mmdet - INFO - Epoch [76][700/1111] lr: 8.585e-03, eta: 1 day, 18:39:48, time: 0.632, data_time: 0.027, memory: 27318, loss_cls: 0.3617, loss_bbox: 1.1581, loss_obj: 0.3722, loss: 1.8920 2023-02-24 17:33:17,797 - mmdet - INFO - Epoch [76][750/1111] lr: 8.583e-03, eta: 1 day, 18:39:14, time: 0.597, data_time: 0.026, memory: 27318, loss_cls: 0.3662, loss_bbox: 1.1785, loss_obj: 0.3705, loss: 1.9152 2023-02-24 17:33:47,812 - mmdet - INFO - Epoch [76][800/1111] lr: 8.582e-03, eta: 1 day, 18:38:41, time: 0.600, data_time: 0.032, memory: 27318, loss_cls: 0.3656, loss_bbox: 1.1743, loss_obj: 0.3692, loss: 1.9091 2023-02-24 17:34:19,983 - mmdet - INFO - Epoch [76][850/1111] lr: 8.580e-03, eta: 1 day, 18:38:14, time: 0.643, data_time: 0.030, memory: 27318, loss_cls: 0.3656, loss_bbox: 1.1732, loss_obj: 0.3852, loss: 1.9240 2023-02-24 17:34:52,394 - mmdet - INFO - Epoch [76][900/1111] lr: 8.578e-03, eta: 1 day, 18:37:48, time: 0.648, data_time: 0.029, memory: 27318, loss_cls: 0.3701, loss_bbox: 1.1939, loss_obj: 0.3947, loss: 1.9586 2023-02-24 17:35:19,761 - mmdet - INFO - Epoch [76][950/1111] lr: 8.576e-03, eta: 1 day, 18:37:07, time: 0.547, data_time: 0.032, memory: 27318, loss_cls: 0.3678, loss_bbox: 1.1889, loss_obj: 0.3689, loss: 1.9256 2023-02-24 17:35:48,773 - mmdet - INFO - Epoch [76][1000/1111] lr: 8.575e-03, eta: 1 day, 18:36:31, time: 0.580, data_time: 0.048, memory: 27318, loss_cls: 0.3684, loss_bbox: 1.1924, loss_obj: 0.3764, loss: 1.9373 2023-02-24 17:36:19,771 - mmdet - INFO - Epoch [76][1050/1111] lr: 8.573e-03, eta: 1 day, 18:36:01, time: 0.620, data_time: 0.027, memory: 27318, loss_cls: 0.3634, loss_bbox: 1.1652, loss_obj: 0.3695, loss: 1.8981 2023-02-24 17:36:50,025 - mmdet - INFO - Epoch [76][1100/1111] lr: 8.571e-03, eta: 1 day, 18:35:28, time: 0.605, data_time: 0.025, memory: 27318, loss_cls: 0.3666, loss_bbox: 1.1847, loss_obj: 0.3900, loss: 1.9413 2023-02-24 17:37:44,799 - mmdet - INFO - Epoch [77][50/1111] lr: 8.569e-03, eta: 1 day, 18:35:17, time: 0.928, data_time: 0.271, memory: 27318, loss_cls: 0.3706, loss_bbox: 1.1961, loss_obj: 0.3760, loss: 1.9427 2023-02-24 17:38:17,556 - mmdet - INFO - Epoch [77][100/1111] lr: 8.567e-03, eta: 1 day, 18:34:52, time: 0.655, data_time: 0.029, memory: 27318, loss_cls: 0.3661, loss_bbox: 1.1686, loss_obj: 0.3658, loss: 1.9005 2023-02-24 17:38:47,004 - mmdet - INFO - Epoch [77][150/1111] lr: 8.566e-03, eta: 1 day, 18:34:17, time: 0.589, data_time: 0.028, memory: 27318, loss_cls: 0.3685, loss_bbox: 1.1872, loss_obj: 0.3612, loss: 1.9169 2023-02-24 17:39:17,360 - mmdet - INFO - Epoch [77][200/1111] lr: 8.564e-03, eta: 1 day, 18:33:45, time: 0.607, data_time: 0.031, memory: 27318, loss_cls: 0.3677, loss_bbox: 1.1806, loss_obj: 0.3646, loss: 1.9129 2023-02-24 17:39:45,660 - mmdet - INFO - Epoch [77][250/1111] lr: 8.562e-03, eta: 1 day, 18:33:06, time: 0.566, data_time: 0.027, memory: 27318, loss_cls: 0.3653, loss_bbox: 1.1731, loss_obj: 0.3612, loss: 1.8996 2023-02-24 17:40:15,977 - mmdet - INFO - Epoch [77][300/1111] lr: 8.561e-03, eta: 1 day, 18:32:34, time: 0.606, data_time: 0.033, memory: 27318, loss_cls: 0.3719, loss_bbox: 1.2014, loss_obj: 0.3737, loss: 1.9471 2023-02-24 17:40:50,222 - mmdet - INFO - Epoch [77][350/1111] lr: 8.559e-03, eta: 1 day, 18:32:13, time: 0.685, data_time: 0.026, memory: 27318, loss_cls: 0.3626, loss_bbox: 1.1580, loss_obj: 0.3616, loss: 1.8822 2023-02-24 17:41:24,704 - mmdet - INFO - Epoch [77][400/1111] lr: 8.557e-03, eta: 1 day, 18:31:53, time: 0.690, data_time: 0.026, memory: 27318, loss_cls: 0.3643, loss_bbox: 1.1636, loss_obj: 0.3637, loss: 1.8916 2023-02-24 17:41:53,851 - mmdet - INFO - Epoch [77][450/1111] lr: 8.555e-03, eta: 1 day, 18:31:18, time: 0.583, data_time: 0.032, memory: 27318, loss_cls: 0.3675, loss_bbox: 1.1866, loss_obj: 0.3697, loss: 1.9237 2023-02-24 17:42:24,533 - mmdet - INFO - Epoch [77][500/1111] lr: 8.554e-03, eta: 1 day, 18:30:46, time: 0.613, data_time: 0.029, memory: 27318, loss_cls: 0.3665, loss_bbox: 1.1843, loss_obj: 0.3851, loss: 1.9358 2023-02-24 17:42:53,683 - mmdet - INFO - Epoch [77][550/1111] lr: 8.552e-03, eta: 1 day, 18:30:11, time: 0.583, data_time: 0.033, memory: 27318, loss_cls: 0.3695, loss_bbox: 1.1952, loss_obj: 0.3806, loss: 1.9453 2023-02-24 17:43:25,660 - mmdet - INFO - Epoch [77][600/1111] lr: 8.550e-03, eta: 1 day, 18:29:43, time: 0.640, data_time: 0.031, memory: 27318, loss_cls: 0.3667, loss_bbox: 1.1824, loss_obj: 0.3787, loss: 1.9278 2023-02-24 17:43:53,742 - mmdet - INFO - Epoch [77][650/1111] lr: 8.548e-03, eta: 1 day, 18:29:05, time: 0.562, data_time: 0.035, memory: 27318, loss_cls: 0.3694, loss_bbox: 1.2012, loss_obj: 0.3690, loss: 1.9396 2023-02-24 17:44:22,314 - mmdet - INFO - Epoch [77][700/1111] lr: 8.547e-03, eta: 1 day, 18:28:27, time: 0.571, data_time: 0.031, memory: 27318, loss_cls: 0.3633, loss_bbox: 1.1671, loss_obj: 0.3479, loss: 1.8783 2023-02-24 17:44:52,674 - mmdet - INFO - Epoch [77][750/1111] lr: 8.545e-03, eta: 1 day, 18:27:55, time: 0.607, data_time: 0.026, memory: 27318, loss_cls: 0.3611, loss_bbox: 1.1483, loss_obj: 0.3503, loss: 1.8597 2023-02-24 17:45:23,582 - mmdet - INFO - Epoch [77][800/1111] lr: 8.543e-03, eta: 1 day, 18:27:25, time: 0.618, data_time: 0.032, memory: 27318, loss_cls: 0.3671, loss_bbox: 1.1790, loss_obj: 0.3660, loss: 1.9122 2023-02-24 17:45:51,070 - mmdet - INFO - Epoch [77][850/1111] lr: 8.542e-03, eta: 1 day, 18:26:44, time: 0.550, data_time: 0.030, memory: 27318, loss_cls: 0.3741, loss_bbox: 1.2126, loss_obj: 0.3713, loss: 1.9579 2023-02-24 17:46:23,638 - mmdet - INFO - Epoch [77][900/1111] lr: 8.540e-03, eta: 1 day, 18:26:19, time: 0.651, data_time: 0.025, memory: 27318, loss_cls: 0.3633, loss_bbox: 1.1591, loss_obj: 0.3541, loss: 1.8765 2023-02-24 17:46:56,319 - mmdet - INFO - Epoch [77][950/1111] lr: 8.538e-03, eta: 1 day, 18:25:53, time: 0.654, data_time: 0.031, memory: 27318, loss_cls: 0.3696, loss_bbox: 1.1905, loss_obj: 0.3867, loss: 1.9468 2023-02-24 17:47:28,530 - mmdet - INFO - Epoch [77][1000/1111] lr: 8.536e-03, eta: 1 day, 18:25:26, time: 0.644, data_time: 0.025, memory: 27318, loss_cls: 0.3675, loss_bbox: 1.1753, loss_obj: 0.3660, loss: 1.9087 2023-02-24 17:48:01,392 - mmdet - INFO - Epoch [77][1050/1111] lr: 8.535e-03, eta: 1 day, 18:25:02, time: 0.657, data_time: 0.028, memory: 27318, loss_cls: 0.3639, loss_bbox: 1.1653, loss_obj: 0.3732, loss: 1.9023 2023-02-24 17:48:28,570 - mmdet - INFO - Epoch [77][1100/1111] lr: 8.533e-03, eta: 1 day, 18:24:20, time: 0.544, data_time: 0.032, memory: 27318, loss_cls: 0.3722, loss_bbox: 1.2050, loss_obj: 0.3794, loss: 1.9566 2023-02-24 17:49:22,062 - mmdet - INFO - Epoch [78][50/1111] lr: 8.531e-03, eta: 1 day, 18:24:09, time: 0.931, data_time: 0.277, memory: 27318, loss_cls: 0.3673, loss_bbox: 1.1862, loss_obj: 0.3756, loss: 1.9291 2023-02-24 17:49:49,033 - mmdet - INFO - Epoch [78][100/1111] lr: 8.529e-03, eta: 1 day, 18:23:27, time: 0.539, data_time: 0.035, memory: 27318, loss_cls: 0.3756, loss_bbox: 1.2249, loss_obj: 0.3655, loss: 1.9659 2023-02-24 17:50:15,979 - mmdet - INFO - Epoch [78][150/1111] lr: 8.527e-03, eta: 1 day, 18:22:45, time: 0.539, data_time: 0.032, memory: 27318, loss_cls: 0.3701, loss_bbox: 1.1996, loss_obj: 0.3626, loss: 1.9324 2023-02-24 17:50:43,289 - mmdet - INFO - Epoch [78][200/1111] lr: 8.526e-03, eta: 1 day, 18:22:04, time: 0.546, data_time: 0.034, memory: 27318, loss_cls: 0.3677, loss_bbox: 1.1885, loss_obj: 0.3748, loss: 1.9310 2023-02-24 17:51:11,725 - mmdet - INFO - Epoch [78][250/1111] lr: 8.524e-03, eta: 1 day, 18:21:26, time: 0.568, data_time: 0.033, memory: 27318, loss_cls: 0.3676, loss_bbox: 1.1846, loss_obj: 0.3675, loss: 1.9197 2023-02-24 17:51:42,602 - mmdet - INFO - Epoch [78][300/1111] lr: 8.522e-03, eta: 1 day, 18:20:55, time: 0.618, data_time: 0.030, memory: 27318, loss_cls: 0.3684, loss_bbox: 1.1843, loss_obj: 0.3667, loss: 1.9193 2023-02-24 17:52:13,138 - mmdet - INFO - Epoch [78][350/1111] lr: 8.520e-03, eta: 1 day, 18:20:24, time: 0.611, data_time: 0.029, memory: 27318, loss_cls: 0.3618, loss_bbox: 1.1546, loss_obj: 0.3670, loss: 1.8834 2023-02-24 17:52:44,960 - mmdet - INFO - Epoch [78][400/1111] lr: 8.519e-03, eta: 1 day, 18:19:56, time: 0.636, data_time: 0.029, memory: 27318, loss_cls: 0.3659, loss_bbox: 1.1779, loss_obj: 0.3698, loss: 1.9136 2023-02-24 17:53:17,282 - mmdet - INFO - Epoch [78][450/1111] lr: 8.517e-03, eta: 1 day, 18:19:30, time: 0.646, data_time: 0.027, memory: 27318, loss_cls: 0.3599, loss_bbox: 1.1462, loss_obj: 0.3552, loss: 1.8613 2023-02-24 17:53:53,183 - mmdet - INFO - Epoch [78][500/1111] lr: 8.515e-03, eta: 1 day, 18:19:13, time: 0.718, data_time: 0.025, memory: 27318, loss_cls: 0.3595, loss_bbox: 1.1384, loss_obj: 0.3648, loss: 1.8628 2023-02-24 17:54:25,622 - mmdet - INFO - Epoch [78][550/1111] lr: 8.513e-03, eta: 1 day, 18:18:47, time: 0.649, data_time: 0.031, memory: 27318, loss_cls: 0.3702, loss_bbox: 1.1912, loss_obj: 0.3653, loss: 1.9267 2023-02-24 17:54:59,579 - mmdet - INFO - Epoch [78][600/1111] lr: 8.512e-03, eta: 1 day, 18:18:25, time: 0.679, data_time: 0.029, memory: 27318, loss_cls: 0.3704, loss_bbox: 1.1903, loss_obj: 0.3752, loss: 1.9360 2023-02-24 17:55:33,847 - mmdet - INFO - Epoch [78][650/1111] lr: 8.510e-03, eta: 1 day, 18:18:05, time: 0.685, data_time: 0.026, memory: 27318, loss_cls: 0.3641, loss_bbox: 1.1682, loss_obj: 0.3827, loss: 1.9149 2023-02-24 17:56:03,744 - mmdet - INFO - Epoch [78][700/1111] lr: 8.508e-03, eta: 1 day, 18:17:31, time: 0.598, data_time: 0.029, memory: 27318, loss_cls: 0.3662, loss_bbox: 1.1753, loss_obj: 0.3613, loss: 1.9028 2023-02-24 17:56:36,291 - mmdet - INFO - Epoch [78][750/1111] lr: 8.506e-03, eta: 1 day, 18:17:05, time: 0.651, data_time: 0.030, memory: 27318, loss_cls: 0.3649, loss_bbox: 1.1720, loss_obj: 0.3714, loss: 1.9082 2023-02-24 17:57:06,529 - mmdet - INFO - Epoch [78][800/1111] lr: 8.505e-03, eta: 1 day, 18:16:33, time: 0.605, data_time: 0.029, memory: 27318, loss_cls: 0.3714, loss_bbox: 1.2016, loss_obj: 0.3765, loss: 1.9494 2023-02-24 17:57:35,832 - mmdet - INFO - Epoch [78][850/1111] lr: 8.503e-03, eta: 1 day, 18:15:58, time: 0.586, data_time: 0.031, memory: 27318, loss_cls: 0.3629, loss_bbox: 1.1589, loss_obj: 0.3480, loss: 1.8697 2023-02-24 17:58:06,164 - mmdet - INFO - Epoch [78][900/1111] lr: 8.501e-03, eta: 1 day, 18:15:25, time: 0.606, data_time: 0.032, memory: 27318, loss_cls: 0.3668, loss_bbox: 1.1795, loss_obj: 0.3485, loss: 1.8948 2023-02-24 17:58:37,669 - mmdet - INFO - Epoch [78][950/1111] lr: 8.499e-03, eta: 1 day, 18:14:57, time: 0.630, data_time: 0.029, memory: 27318, loss_cls: 0.3643, loss_bbox: 1.1692, loss_obj: 0.3707, loss: 1.9041 2023-02-24 17:59:12,872 - mmdet - INFO - Epoch [78][1000/1111] lr: 8.498e-03, eta: 1 day, 18:14:38, time: 0.704, data_time: 0.028, memory: 27318, loss_cls: 0.3626, loss_bbox: 1.1553, loss_obj: 0.3542, loss: 1.8721 2023-02-24 17:59:41,835 - mmdet - INFO - Epoch [78][1050/1111] lr: 8.496e-03, eta: 1 day, 18:14:02, time: 0.580, data_time: 0.027, memory: 27318, loss_cls: 0.3660, loss_bbox: 1.1792, loss_obj: 0.3685, loss: 1.9137 2023-02-24 18:00:13,252 - mmdet - INFO - Epoch [78][1100/1111] lr: 8.494e-03, eta: 1 day, 18:13:33, time: 0.628, data_time: 0.030, memory: 27318, loss_cls: 0.3618, loss_bbox: 1.1556, loss_obj: 0.3584, loss: 1.8758 2023-02-24 18:01:04,890 - mmdet - INFO - Epoch [79][50/1111] lr: 8.492e-03, eta: 1 day, 18:13:23, time: 0.943, data_time: 0.286, memory: 27318, loss_cls: 0.3715, loss_bbox: 1.2088, loss_obj: 0.3697, loss: 1.9501 2023-02-24 18:01:37,357 - mmdet - INFO - Epoch [79][100/1111] lr: 8.490e-03, eta: 1 day, 18:12:57, time: 0.649, data_time: 0.026, memory: 27318, loss_cls: 0.3661, loss_bbox: 1.1737, loss_obj: 0.3837, loss: 1.9235 2023-02-24 18:02:03,354 - mmdet - INFO - Epoch [79][150/1111] lr: 8.489e-03, eta: 1 day, 18:12:12, time: 0.520, data_time: 0.040, memory: 27318, loss_cls: 0.3713, loss_bbox: 1.2115, loss_obj: 0.3714, loss: 1.9542 2023-02-24 18:02:34,845 - mmdet - INFO - Epoch [79][200/1111] lr: 8.487e-03, eta: 1 day, 18:11:43, time: 0.630, data_time: 0.029, memory: 27318, loss_cls: 0.3598, loss_bbox: 1.1468, loss_obj: 0.3652, loss: 1.8718 2023-02-24 18:03:06,350 - mmdet - INFO - Epoch [79][250/1111] lr: 8.485e-03, eta: 1 day, 18:11:14, time: 0.630, data_time: 0.027, memory: 27318, loss_cls: 0.3663, loss_bbox: 1.1759, loss_obj: 0.3647, loss: 1.9070 2023-02-24 18:03:36,597 - mmdet - INFO - Epoch [79][300/1111] lr: 8.483e-03, eta: 1 day, 18:10:42, time: 0.605, data_time: 0.028, memory: 27318, loss_cls: 0.3689, loss_bbox: 1.1886, loss_obj: 0.3800, loss: 1.9374 2023-02-24 18:04:05,236 - mmdet - INFO - Epoch [79][350/1111] lr: 8.482e-03, eta: 1 day, 18:10:05, time: 0.573, data_time: 0.034, memory: 27318, loss_cls: 0.3689, loss_bbox: 1.1962, loss_obj: 0.3545, loss: 1.9196 2023-02-24 18:04:39,602 - mmdet - INFO - Epoch [79][400/1111] lr: 8.480e-03, eta: 1 day, 18:09:44, time: 0.687, data_time: 0.030, memory: 27318, loss_cls: 0.3617, loss_bbox: 1.1482, loss_obj: 0.3494, loss: 1.8593 2023-02-24 18:05:11,110 - mmdet - INFO - Epoch [79][450/1111] lr: 8.478e-03, eta: 1 day, 18:09:15, time: 0.630, data_time: 0.029, memory: 27318, loss_cls: 0.3638, loss_bbox: 1.1666, loss_obj: 0.3674, loss: 1.8978 2023-02-24 18:05:36,950 - mmdet - INFO - Epoch [79][500/1111] lr: 8.476e-03, eta: 1 day, 18:08:30, time: 0.516, data_time: 0.039, memory: 27318, loss_cls: 0.3709, loss_bbox: 1.2079, loss_obj: 0.3641, loss: 1.9429 2023-02-24 18:06:06,824 - mmdet - INFO - Epoch [79][550/1111] lr: 8.474e-03, eta: 1 day, 18:07:57, time: 0.598, data_time: 0.041, memory: 27318, loss_cls: 0.3701, loss_bbox: 1.1964, loss_obj: 0.3739, loss: 1.9405 2023-02-24 18:06:36,257 - mmdet - INFO - Epoch [79][600/1111] lr: 8.473e-03, eta: 1 day, 18:07:22, time: 0.589, data_time: 0.032, memory: 27318, loss_cls: 0.3673, loss_bbox: 1.1928, loss_obj: 0.3781, loss: 1.9381 2023-02-24 18:07:03,739 - mmdet - INFO - Epoch [79][650/1111] lr: 8.471e-03, eta: 1 day, 18:06:42, time: 0.550, data_time: 0.034, memory: 27318, loss_cls: 0.3722, loss_bbox: 1.2152, loss_obj: 0.3736, loss: 1.9609 2023-02-24 18:07:34,459 - mmdet - INFO - Epoch [79][700/1111] lr: 8.469e-03, eta: 1 day, 18:06:11, time: 0.614, data_time: 0.030, memory: 27318, loss_cls: 0.3660, loss_bbox: 1.1775, loss_obj: 0.3761, loss: 1.9196 2023-02-24 18:08:06,038 - mmdet - INFO - Epoch [79][750/1111] lr: 8.467e-03, eta: 1 day, 18:05:42, time: 0.631, data_time: 0.031, memory: 27318, loss_cls: 0.3637, loss_bbox: 1.1607, loss_obj: 0.3635, loss: 1.8879 2023-02-24 18:08:37,898 - mmdet - INFO - Epoch [79][800/1111] lr: 8.466e-03, eta: 1 day, 18:05:14, time: 0.637, data_time: 0.027, memory: 27318, loss_cls: 0.3686, loss_bbox: 1.1855, loss_obj: 0.3811, loss: 1.9352 2023-02-24 18:09:07,016 - mmdet - INFO - Epoch [79][850/1111] lr: 8.464e-03, eta: 1 day, 18:04:39, time: 0.582, data_time: 0.029, memory: 27318, loss_cls: 0.3633, loss_bbox: 1.1681, loss_obj: 0.3743, loss: 1.9057 2023-02-24 18:09:35,484 - mmdet - INFO - Epoch [79][900/1111] lr: 8.462e-03, eta: 1 day, 18:04:01, time: 0.570, data_time: 0.034, memory: 27318, loss_cls: 0.3655, loss_bbox: 1.1787, loss_obj: 0.3811, loss: 1.9254 2023-02-24 18:10:08,513 - mmdet - INFO - Epoch [79][950/1111] lr: 8.460e-03, eta: 1 day, 18:03:37, time: 0.661, data_time: 0.030, memory: 27318, loss_cls: 0.3631, loss_bbox: 1.1628, loss_obj: 0.3722, loss: 1.8982 2023-02-24 18:10:41,284 - mmdet - INFO - Epoch [79][1000/1111] lr: 8.459e-03, eta: 1 day, 18:03:11, time: 0.655, data_time: 0.023, memory: 27318, loss_cls: 0.3596, loss_bbox: 1.1466, loss_obj: 0.3554, loss: 1.8616 2023-02-24 18:11:08,041 - mmdet - INFO - Epoch [79][1050/1111] lr: 8.457e-03, eta: 1 day, 18:02:29, time: 0.535, data_time: 0.037, memory: 27318, loss_cls: 0.3692, loss_bbox: 1.1976, loss_obj: 0.3585, loss: 1.9253 2023-02-24 18:11:35,084 - mmdet - INFO - Epoch [79][1100/1111] lr: 8.455e-03, eta: 1 day, 18:01:48, time: 0.541, data_time: 0.027, memory: 27318, loss_cls: 0.3634, loss_bbox: 1.1677, loss_obj: 0.3539, loss: 1.8850 2023-02-24 18:12:25,930 - mmdet - INFO - Epoch [80][50/1111] lr: 8.453e-03, eta: 1 day, 18:01:33, time: 0.918, data_time: 0.275, memory: 27318, loss_cls: 0.3715, loss_bbox: 1.2068, loss_obj: 0.3738, loss: 1.9521 2023-02-24 18:12:58,087 - mmdet - INFO - Epoch [80][100/1111] lr: 8.451e-03, eta: 1 day, 18:01:06, time: 0.643, data_time: 0.030, memory: 27318, loss_cls: 0.3645, loss_bbox: 1.1689, loss_obj: 0.3718, loss: 1.9052 2023-02-24 18:13:29,246 - mmdet - INFO - Epoch [80][150/1111] lr: 8.449e-03, eta: 1 day, 18:00:36, time: 0.623, data_time: 0.033, memory: 27318, loss_cls: 0.3694, loss_bbox: 1.1906, loss_obj: 0.3948, loss: 1.9548 2023-02-24 18:14:01,254 - mmdet - INFO - Epoch [80][200/1111] lr: 8.448e-03, eta: 1 day, 18:00:09, time: 0.640, data_time: 0.024, memory: 27318, loss_cls: 0.3619, loss_bbox: 1.1578, loss_obj: 0.3663, loss: 1.8860 2023-02-24 18:14:36,495 - mmdet - INFO - Epoch [80][250/1111] lr: 8.446e-03, eta: 1 day, 17:59:50, time: 0.705, data_time: 0.027, memory: 27318, loss_cls: 0.3666, loss_bbox: 1.1739, loss_obj: 0.3594, loss: 1.8998 2023-02-24 18:15:05,722 - mmdet - INFO - Epoch [80][300/1111] lr: 8.444e-03, eta: 1 day, 17:59:15, time: 0.585, data_time: 0.030, memory: 27318, loss_cls: 0.3670, loss_bbox: 1.1864, loss_obj: 0.3851, loss: 1.9385 2023-02-24 18:15:37,458 - mmdet - INFO - Epoch [80][350/1111] lr: 8.442e-03, eta: 1 day, 17:58:47, time: 0.635, data_time: 0.029, memory: 27318, loss_cls: 0.3688, loss_bbox: 1.1890, loss_obj: 0.3733, loss: 1.9310 2023-02-24 18:16:06,966 - mmdet - INFO - Epoch [80][400/1111] lr: 8.440e-03, eta: 1 day, 17:58:12, time: 0.590, data_time: 0.029, memory: 27318, loss_cls: 0.3611, loss_bbox: 1.1574, loss_obj: 0.3618, loss: 1.8803 2023-02-24 18:16:39,185 - mmdet - INFO - Epoch [80][450/1111] lr: 8.439e-03, eta: 1 day, 17:57:45, time: 0.644, data_time: 0.026, memory: 27318, loss_cls: 0.3649, loss_bbox: 1.1674, loss_obj: 0.3720, loss: 1.9042 2023-02-24 18:17:08,439 - mmdet - INFO - Epoch [80][500/1111] lr: 8.437e-03, eta: 1 day, 17:57:10, time: 0.585, data_time: 0.031, memory: 27318, loss_cls: 0.3673, loss_bbox: 1.1845, loss_obj: 0.3735, loss: 1.9252 2023-02-24 18:17:39,735 - mmdet - INFO - Epoch [80][550/1111] lr: 8.435e-03, eta: 1 day, 17:56:41, time: 0.626, data_time: 0.029, memory: 27318, loss_cls: 0.3652, loss_bbox: 1.1749, loss_obj: 0.3600, loss: 1.9001 2023-02-24 18:18:12,424 - mmdet - INFO - Epoch [80][600/1111] lr: 8.433e-03, eta: 1 day, 17:56:15, time: 0.654, data_time: 0.028, memory: 27318, loss_cls: 0.3625, loss_bbox: 1.1562, loss_obj: 0.3641, loss: 1.8828 2023-02-24 18:18:43,805 - mmdet - INFO - Epoch [80][650/1111] lr: 8.432e-03, eta: 1 day, 17:55:46, time: 0.628, data_time: 0.027, memory: 27318, loss_cls: 0.3644, loss_bbox: 1.1704, loss_obj: 0.3688, loss: 1.9036 2023-02-24 18:19:15,641 - mmdet - INFO - Epoch [80][700/1111] lr: 8.430e-03, eta: 1 day, 17:55:18, time: 0.637, data_time: 0.027, memory: 27318, loss_cls: 0.3659, loss_bbox: 1.1749, loss_obj: 0.3795, loss: 1.9204 2023-02-24 18:19:45,098 - mmdet - INFO - Epoch [80][750/1111] lr: 8.428e-03, eta: 1 day, 17:54:43, time: 0.589, data_time: 0.028, memory: 27318, loss_cls: 0.3660, loss_bbox: 1.1790, loss_obj: 0.3689, loss: 1.9139 2023-02-24 18:20:19,320 - mmdet - INFO - Epoch [80][800/1111] lr: 8.426e-03, eta: 1 day, 17:54:22, time: 0.684, data_time: 0.029, memory: 27318, loss_cls: 0.3570, loss_bbox: 1.1299, loss_obj: 0.3507, loss: 1.8375 2023-02-24 18:20:49,193 - mmdet - INFO - Epoch [80][850/1111] lr: 8.424e-03, eta: 1 day, 17:53:48, time: 0.597, data_time: 0.032, memory: 27318, loss_cls: 0.3714, loss_bbox: 1.2090, loss_obj: 0.3723, loss: 1.9527 2023-02-24 18:21:21,364 - mmdet - INFO - Epoch [80][900/1111] lr: 8.423e-03, eta: 1 day, 17:53:21, time: 0.644, data_time: 0.032, memory: 27318, loss_cls: 0.3614, loss_bbox: 1.1586, loss_obj: 0.3743, loss: 1.8943 2023-02-24 18:21:51,774 - mmdet - INFO - Epoch [80][950/1111] lr: 8.421e-03, eta: 1 day, 17:52:49, time: 0.608, data_time: 0.026, memory: 27318, loss_cls: 0.3648, loss_bbox: 1.1737, loss_obj: 0.3843, loss: 1.9229 2023-02-24 18:22:23,472 - mmdet - INFO - Epoch [80][1000/1111] lr: 8.419e-03, eta: 1 day, 17:52:21, time: 0.634, data_time: 0.031, memory: 27318, loss_cls: 0.3611, loss_bbox: 1.1513, loss_obj: 0.3703, loss: 1.8827 2023-02-24 18:22:53,991 - mmdet - INFO - Epoch [80][1050/1111] lr: 8.417e-03, eta: 1 day, 17:51:49, time: 0.610, data_time: 0.027, memory: 27318, loss_cls: 0.3681, loss_bbox: 1.1872, loss_obj: 0.3832, loss: 1.9385 2023-02-24 18:23:23,538 - mmdet - INFO - Epoch [80][1100/1111] lr: 8.416e-03, eta: 1 day, 17:51:15, time: 0.591, data_time: 0.025, memory: 27318, loss_cls: 0.3625, loss_bbox: 1.1592, loss_obj: 0.3610, loss: 1.8827 2023-02-24 18:23:32,030 - mmdet - INFO - Saving checkpoint at 80 epochs 2023-02-24 18:26:18,501 - mmdet - INFO - Evaluating bbox... 2023-02-24 18:26:35,273 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.864 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.964 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.929 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.045 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.767 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.909 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.890 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.890 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.890 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.239 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.826 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.929 2023-02-24 18:26:35,386 - mmdet - INFO - Exp name: yolox_x.py 2023-02-24 18:26:35,386 - mmdet - INFO - Epoch(val) [80][4200] bbox_mAP: 0.8636, bbox_mAP_50: 0.9642, bbox_mAP_75: 0.9293, bbox_mAP_s: 0.0450, bbox_mAP_m: 0.7671, bbox_mAP_l: 0.9093, bbox_mAP_copypaste: 0.8636 0.9642 0.9293 0.0450 0.7671 0.9093 2023-02-24 18:27:14,484 - mmdet - INFO - Epoch [81][50/1111] lr: 8.413e-03, eta: 1 day, 17:50:41, time: 0.781, data_time: 0.173, memory: 27318, loss_cls: 0.3621, loss_bbox: 1.1614, loss_obj: 0.3571, loss: 1.8806 2023-02-24 18:27:42,138 - mmdet - INFO - Epoch [81][100/1111] lr: 8.412e-03, eta: 1 day, 17:50:02, time: 0.553, data_time: 0.036, memory: 27318, loss_cls: 0.3668, loss_bbox: 1.1839, loss_obj: 0.3668, loss: 1.9175 2023-02-24 18:28:14,913 - mmdet - INFO - Epoch [81][150/1111] lr: 8.410e-03, eta: 1 day, 17:49:36, time: 0.655, data_time: 0.026, memory: 27318, loss_cls: 0.3675, loss_bbox: 1.1835, loss_obj: 0.3788, loss: 1.9298 2023-02-24 18:28:44,891 - mmdet - INFO - Epoch [81][200/1111] lr: 8.408e-03, eta: 1 day, 17:49:03, time: 0.600, data_time: 0.035, memory: 27318, loss_cls: 0.3643, loss_bbox: 1.1674, loss_obj: 0.3550, loss: 1.8867 2023-02-24 18:29:16,856 - mmdet - INFO - Epoch [81][250/1111] lr: 8.406e-03, eta: 1 day, 17:48:35, time: 0.639, data_time: 0.024, memory: 27318, loss_cls: 0.3717, loss_bbox: 1.2084, loss_obj: 0.3848, loss: 1.9649 2023-02-24 18:29:48,081 - mmdet - INFO - Epoch [81][300/1111] lr: 8.404e-03, eta: 1 day, 17:48:06, time: 0.624, data_time: 0.026, memory: 27318, loss_cls: 0.3599, loss_bbox: 1.1491, loss_obj: 0.3561, loss: 1.8651 2023-02-24 18:30:20,718 - mmdet - INFO - Epoch [81][350/1111] lr: 8.403e-03, eta: 1 day, 17:47:40, time: 0.653, data_time: 0.027, memory: 27318, loss_cls: 0.3625, loss_bbox: 1.1553, loss_obj: 0.3620, loss: 1.8798 2023-02-24 18:30:48,031 - mmdet - INFO - Epoch [81][400/1111] lr: 8.401e-03, eta: 1 day, 17:46:59, time: 0.546, data_time: 0.033, memory: 27318, loss_cls: 0.3650, loss_bbox: 1.1747, loss_obj: 0.3658, loss: 1.9055 2023-02-24 18:31:15,454 - mmdet - INFO - Epoch [81][450/1111] lr: 8.399e-03, eta: 1 day, 17:46:19, time: 0.548, data_time: 0.032, memory: 27318, loss_cls: 0.3652, loss_bbox: 1.1801, loss_obj: 0.3602, loss: 1.9055 2023-02-24 18:31:47,655 - mmdet - INFO - Epoch [81][500/1111] lr: 8.397e-03, eta: 1 day, 17:45:52, time: 0.644, data_time: 0.027, memory: 27318, loss_cls: 0.3623, loss_bbox: 1.1561, loss_obj: 0.3611, loss: 1.8796 2023-02-24 18:32:13,976 - mmdet - INFO - Epoch [81][550/1111] lr: 8.395e-03, eta: 1 day, 17:45:09, time: 0.526, data_time: 0.037, memory: 27318, loss_cls: 0.3671, loss_bbox: 1.1816, loss_obj: 0.3595, loss: 1.9082 2023-02-24 18:32:48,767 - mmdet - INFO - Epoch [81][600/1111] lr: 8.394e-03, eta: 1 day, 17:44:49, time: 0.696, data_time: 0.027, memory: 27318, loss_cls: 0.3633, loss_bbox: 1.1582, loss_obj: 0.3692, loss: 1.8907 2023-02-24 18:33:19,235 - mmdet - INFO - Epoch [81][650/1111] lr: 8.392e-03, eta: 1 day, 17:44:17, time: 0.609, data_time: 0.029, memory: 27318, loss_cls: 0.3566, loss_bbox: 1.1312, loss_obj: 0.3553, loss: 1.8431 2023-02-24 18:33:49,493 - mmdet - INFO - Epoch [81][700/1111] lr: 8.390e-03, eta: 1 day, 17:43:45, time: 0.605, data_time: 0.032, memory: 27318, loss_cls: 0.3595, loss_bbox: 1.1553, loss_obj: 0.3547, loss: 1.8695 2023-02-24 18:34:22,294 - mmdet - INFO - Epoch [81][750/1111] lr: 8.388e-03, eta: 1 day, 17:43:20, time: 0.656, data_time: 0.026, memory: 27318, loss_cls: 0.3570, loss_bbox: 1.1346, loss_obj: 0.3557, loss: 1.8473 2023-02-24 18:34:51,603 - mmdet - INFO - Epoch [81][800/1111] lr: 8.386e-03, eta: 1 day, 17:42:45, time: 0.585, data_time: 0.030, memory: 27318, loss_cls: 0.3600, loss_bbox: 1.1521, loss_obj: 0.3580, loss: 1.8701 2023-02-24 18:35:23,702 - mmdet - INFO - Epoch [81][850/1111] lr: 8.385e-03, eta: 1 day, 17:42:17, time: 0.643, data_time: 0.028, memory: 27318, loss_cls: 0.3628, loss_bbox: 1.1653, loss_obj: 0.3655, loss: 1.8935 2023-02-24 18:35:51,031 - mmdet - INFO - Epoch [81][900/1111] lr: 8.383e-03, eta: 1 day, 17:41:37, time: 0.546, data_time: 0.033, memory: 27318, loss_cls: 0.3637, loss_bbox: 1.1687, loss_obj: 0.3748, loss: 1.9072 2023-02-24 18:36:22,177 - mmdet - INFO - Epoch [81][950/1111] lr: 8.381e-03, eta: 1 day, 17:41:07, time: 0.623, data_time: 0.028, memory: 27318, loss_cls: 0.3615, loss_bbox: 1.1484, loss_obj: 0.3538, loss: 1.8637 2023-02-24 18:36:50,097 - mmdet - INFO - Epoch [81][1000/1111] lr: 8.379e-03, eta: 1 day, 17:40:28, time: 0.558, data_time: 0.031, memory: 27318, loss_cls: 0.3692, loss_bbox: 1.2026, loss_obj: 0.3725, loss: 1.9443 2023-02-24 18:37:20,243 - mmdet - INFO - Epoch [81][1050/1111] lr: 8.377e-03, eta: 1 day, 17:39:56, time: 0.603, data_time: 0.031, memory: 27318, loss_cls: 0.3598, loss_bbox: 1.1475, loss_obj: 0.3598, loss: 1.8670 2023-02-24 18:37:50,504 - mmdet - INFO - Epoch [81][1100/1111] lr: 8.376e-03, eta: 1 day, 17:39:23, time: 0.605, data_time: 0.029, memory: 27318, loss_cls: 0.3608, loss_bbox: 1.1584, loss_obj: 0.3765, loss: 1.8957 2023-02-24 18:38:44,798 - mmdet - INFO - Epoch [82][50/1111] lr: 8.373e-03, eta: 1 day, 17:39:13, time: 0.952, data_time: 0.275, memory: 27318, loss_cls: 0.3684, loss_bbox: 1.1912, loss_obj: 0.3848, loss: 1.9444 2023-02-24 18:39:16,825 - mmdet - INFO - Epoch [82][100/1111] lr: 8.372e-03, eta: 1 day, 17:38:45, time: 0.641, data_time: 0.028, memory: 27318, loss_cls: 0.3693, loss_bbox: 1.1967, loss_obj: 0.3868, loss: 1.9528 2023-02-24 18:39:49,080 - mmdet - INFO - Epoch [82][150/1111] lr: 8.370e-03, eta: 1 day, 17:38:18, time: 0.645, data_time: 0.027, memory: 27318, loss_cls: 0.3604, loss_bbox: 1.1475, loss_obj: 0.3599, loss: 1.8678 2023-02-24 18:40:21,442 - mmdet - INFO - Epoch [82][200/1111] lr: 8.368e-03, eta: 1 day, 17:37:52, time: 0.647, data_time: 0.029, memory: 27318, loss_cls: 0.3661, loss_bbox: 1.1702, loss_obj: 0.3812, loss: 1.9175 2023-02-24 18:40:53,738 - mmdet - INFO - Epoch [82][250/1111] lr: 8.366e-03, eta: 1 day, 17:37:25, time: 0.646, data_time: 0.025, memory: 27318, loss_cls: 0.3623, loss_bbox: 1.1610, loss_obj: 0.3707, loss: 1.8941 2023-02-24 18:41:22,918 - mmdet - INFO - Epoch [82][300/1111] lr: 8.364e-03, eta: 1 day, 17:36:50, time: 0.584, data_time: 0.030, memory: 27318, loss_cls: 0.3665, loss_bbox: 1.1792, loss_obj: 0.3637, loss: 1.9094 2023-02-24 18:41:54,249 - mmdet - INFO - Epoch [82][350/1111] lr: 8.363e-03, eta: 1 day, 17:36:20, time: 0.627, data_time: 0.027, memory: 27318, loss_cls: 0.3687, loss_bbox: 1.1878, loss_obj: 0.3784, loss: 1.9349 2023-02-24 18:42:22,531 - mmdet - INFO - Epoch [82][400/1111] lr: 8.361e-03, eta: 1 day, 17:35:42, time: 0.566, data_time: 0.033, memory: 27318, loss_cls: 0.3659, loss_bbox: 1.1805, loss_obj: 0.3692, loss: 1.9155 2023-02-24 18:42:58,611 - mmdet - INFO - Epoch [82][450/1111] lr: 8.359e-03, eta: 1 day, 17:35:26, time: 0.722, data_time: 0.024, memory: 27318, loss_cls: 0.3630, loss_bbox: 1.1588, loss_obj: 0.3603, loss: 1.8821 2023-02-24 18:43:30,231 - mmdet - INFO - Epoch [82][500/1111] lr: 8.357e-03, eta: 1 day, 17:34:57, time: 0.632, data_time: 0.027, memory: 27318, loss_cls: 0.3634, loss_bbox: 1.1676, loss_obj: 0.3635, loss: 1.8945 2023-02-24 18:43:59,183 - mmdet - INFO - Epoch [82][550/1111] lr: 8.355e-03, eta: 1 day, 17:34:21, time: 0.579, data_time: 0.026, memory: 27318, loss_cls: 0.3610, loss_bbox: 1.1541, loss_obj: 0.3512, loss: 1.8663 2023-02-24 18:44:31,428 - mmdet - INFO - Epoch [82][600/1111] lr: 8.353e-03, eta: 1 day, 17:33:54, time: 0.645, data_time: 0.029, memory: 27318, loss_cls: 0.3633, loss_bbox: 1.1670, loss_obj: 0.3754, loss: 1.9056 2023-02-24 18:44:58,273 - mmdet - INFO - Epoch [82][650/1111] lr: 8.352e-03, eta: 1 day, 17:33:13, time: 0.537, data_time: 0.032, memory: 27318, loss_cls: 0.3641, loss_bbox: 1.1733, loss_obj: 0.3635, loss: 1.9009 2023-02-24 18:45:27,993 - mmdet - INFO - Epoch [82][700/1111] lr: 8.350e-03, eta: 1 day, 17:32:39, time: 0.594, data_time: 0.029, memory: 27318, loss_cls: 0.3628, loss_bbox: 1.1655, loss_obj: 0.3728, loss: 1.9010 2023-02-24 18:45:57,950 - mmdet - INFO - Epoch [82][750/1111] lr: 8.348e-03, eta: 1 day, 17:32:06, time: 0.599, data_time: 0.030, memory: 27318, loss_cls: 0.3608, loss_bbox: 1.1562, loss_obj: 0.3647, loss: 1.8816 2023-02-24 18:46:28,450 - mmdet - INFO - Epoch [82][800/1111] lr: 8.346e-03, eta: 1 day, 17:31:34, time: 0.610, data_time: 0.029, memory: 27318, loss_cls: 0.3626, loss_bbox: 1.1653, loss_obj: 0.3618, loss: 1.8897 2023-02-24 18:47:03,123 - mmdet - INFO - Epoch [82][850/1111] lr: 8.344e-03, eta: 1 day, 17:31:13, time: 0.693, data_time: 0.027, memory: 27318, loss_cls: 0.3672, loss_bbox: 1.1757, loss_obj: 0.3906, loss: 1.9335 2023-02-24 18:47:31,921 - mmdet - INFO - Epoch [82][900/1111] lr: 8.343e-03, eta: 1 day, 17:30:37, time: 0.576, data_time: 0.027, memory: 27318, loss_cls: 0.3609, loss_bbox: 1.1540, loss_obj: 0.3607, loss: 1.8755 2023-02-24 18:48:00,195 - mmdet - INFO - Epoch [82][950/1111] lr: 8.341e-03, eta: 1 day, 17:30:00, time: 0.566, data_time: 0.034, memory: 27318, loss_cls: 0.3639, loss_bbox: 1.1724, loss_obj: 0.3731, loss: 1.9094 2023-02-24 18:48:27,962 - mmdet - INFO - Epoch [82][1000/1111] lr: 8.339e-03, eta: 1 day, 17:29:21, time: 0.555, data_time: 0.035, memory: 27318, loss_cls: 0.3733, loss_bbox: 1.2167, loss_obj: 0.3676, loss: 1.9576 2023-02-24 18:48:56,449 - mmdet - INFO - Epoch [82][1050/1111] lr: 8.337e-03, eta: 1 day, 17:28:44, time: 0.570, data_time: 0.033, memory: 27318, loss_cls: 0.3687, loss_bbox: 1.1966, loss_obj: 0.3786, loss: 1.9439 2023-02-24 18:49:24,802 - mmdet - INFO - Epoch [82][1100/1111] lr: 8.335e-03, eta: 1 day, 17:28:06, time: 0.567, data_time: 0.027, memory: 27318, loss_cls: 0.3636, loss_bbox: 1.1719, loss_obj: 0.3734, loss: 1.9089 2023-02-24 18:50:18,604 - mmdet - INFO - Epoch [83][50/1111] lr: 8.333e-03, eta: 1 day, 17:27:57, time: 0.967, data_time: 0.290, memory: 27318, loss_cls: 0.3633, loss_bbox: 1.1678, loss_obj: 0.3629, loss: 1.8940 2023-02-24 18:50:50,419 - mmdet - INFO - Epoch [83][100/1111] lr: 8.331e-03, eta: 1 day, 17:27:29, time: 0.636, data_time: 0.031, memory: 27318, loss_cls: 0.3644, loss_bbox: 1.1701, loss_obj: 0.3693, loss: 1.9038 2023-02-24 18:51:16,936 - mmdet - INFO - Epoch [83][150/1111] lr: 8.329e-03, eta: 1 day, 17:26:47, time: 0.530, data_time: 0.037, memory: 27318, loss_cls: 0.3627, loss_bbox: 1.1754, loss_obj: 0.3729, loss: 1.9109 2023-02-24 18:51:43,290 - mmdet - INFO - Epoch [83][200/1111] lr: 8.328e-03, eta: 1 day, 17:26:04, time: 0.527, data_time: 0.038, memory: 27318, loss_cls: 0.3696, loss_bbox: 1.2046, loss_obj: 0.3771, loss: 1.9512 2023-02-24 18:52:12,626 - mmdet - INFO - Epoch [83][250/1111] lr: 8.326e-03, eta: 1 day, 17:25:29, time: 0.587, data_time: 0.031, memory: 27318, loss_cls: 0.3688, loss_bbox: 1.1893, loss_obj: 0.3716, loss: 1.9297 2023-02-24 18:52:42,517 - mmdet - INFO - Epoch [83][300/1111] lr: 8.324e-03, eta: 1 day, 17:24:56, time: 0.598, data_time: 0.027, memory: 27318, loss_cls: 0.3650, loss_bbox: 1.1700, loss_obj: 0.3565, loss: 1.8915 2023-02-24 18:53:12,527 - mmdet - INFO - Epoch [83][350/1111] lr: 8.322e-03, eta: 1 day, 17:24:23, time: 0.600, data_time: 0.030, memory: 27318, loss_cls: 0.3607, loss_bbox: 1.1497, loss_obj: 0.3607, loss: 1.8712 2023-02-24 18:53:43,950 - mmdet - INFO - Epoch [83][400/1111] lr: 8.320e-03, eta: 1 day, 17:23:54, time: 0.628, data_time: 0.028, memory: 27318, loss_cls: 0.3629, loss_bbox: 1.1650, loss_obj: 0.3811, loss: 1.9090 2023-02-24 18:54:11,612 - mmdet - INFO - Epoch [83][450/1111] lr: 8.318e-03, eta: 1 day, 17:23:15, time: 0.553, data_time: 0.033, memory: 27318, loss_cls: 0.3728, loss_bbox: 1.2090, loss_obj: 0.3692, loss: 1.9509 2023-02-24 18:54:37,191 - mmdet - INFO - Epoch [83][500/1111] lr: 8.317e-03, eta: 1 day, 17:22:30, time: 0.511, data_time: 0.041, memory: 27318, loss_cls: 0.3759, loss_bbox: 1.2336, loss_obj: 0.3801, loss: 1.9896 2023-02-24 18:55:05,417 - mmdet - INFO - Epoch [83][550/1111] lr: 8.315e-03, eta: 1 day, 17:21:52, time: 0.565, data_time: 0.033, memory: 27318, loss_cls: 0.3695, loss_bbox: 1.1914, loss_obj: 0.3600, loss: 1.9209 2023-02-24 18:55:35,007 - mmdet - INFO - Epoch [83][600/1111] lr: 8.313e-03, eta: 1 day, 17:21:18, time: 0.592, data_time: 0.026, memory: 27318, loss_cls: 0.3598, loss_bbox: 1.1477, loss_obj: 0.3483, loss: 1.8558 2023-02-24 18:56:04,542 - mmdet - INFO - Epoch [83][650/1111] lr: 8.311e-03, eta: 1 day, 17:20:44, time: 0.591, data_time: 0.029, memory: 27318, loss_cls: 0.3590, loss_bbox: 1.1455, loss_obj: 0.3598, loss: 1.8643 2023-02-24 18:56:44,228 - mmdet - INFO - Epoch [83][700/1111] lr: 8.309e-03, eta: 1 day, 17:20:37, time: 0.794, data_time: 0.208, memory: 27318, loss_cls: 0.3642, loss_bbox: 1.1679, loss_obj: 0.3789, loss: 1.9110 2023-02-24 18:57:14,180 - mmdet - INFO - Epoch [83][750/1111] lr: 8.307e-03, eta: 1 day, 17:20:04, time: 0.599, data_time: 0.033, memory: 27318, loss_cls: 0.3658, loss_bbox: 1.1757, loss_obj: 0.3699, loss: 1.9114 2023-02-24 18:57:40,769 - mmdet - INFO - Epoch [83][800/1111] lr: 8.306e-03, eta: 1 day, 17:19:22, time: 0.532, data_time: 0.030, memory: 27318, loss_cls: 0.3601, loss_bbox: 1.1557, loss_obj: 0.3530, loss: 1.8689 2023-02-24 18:58:12,973 - mmdet - INFO - Epoch [83][850/1111] lr: 8.304e-03, eta: 1 day, 17:18:55, time: 0.644, data_time: 0.035, memory: 27318, loss_cls: 0.3644, loss_bbox: 1.1684, loss_obj: 0.3668, loss: 1.8997 2023-02-24 18:58:41,998 - mmdet - INFO - Epoch [83][900/1111] lr: 8.302e-03, eta: 1 day, 17:18:19, time: 0.580, data_time: 0.027, memory: 27318, loss_cls: 0.3616, loss_bbox: 1.1589, loss_obj: 0.3648, loss: 1.8852 2023-02-24 18:59:12,576 - mmdet - INFO - Epoch [83][950/1111] lr: 8.300e-03, eta: 1 day, 17:17:48, time: 0.612, data_time: 0.035, memory: 27318, loss_cls: 0.3695, loss_bbox: 1.1907, loss_obj: 0.3644, loss: 1.9246 2023-02-24 18:59:42,082 - mmdet - INFO - Epoch [83][1000/1111] lr: 8.298e-03, eta: 1 day, 17:17:13, time: 0.590, data_time: 0.032, memory: 27318, loss_cls: 0.3626, loss_bbox: 1.1646, loss_obj: 0.3588, loss: 1.8859 2023-02-24 19:00:11,530 - mmdet - INFO - Epoch [83][1050/1111] lr: 8.296e-03, eta: 1 day, 17:16:39, time: 0.589, data_time: 0.031, memory: 27318, loss_cls: 0.3599, loss_bbox: 1.1522, loss_obj: 0.3596, loss: 1.8718 2023-02-24 19:00:40,241 - mmdet - INFO - Epoch [83][1100/1111] lr: 8.295e-03, eta: 1 day, 17:16:03, time: 0.574, data_time: 0.024, memory: 27318, loss_cls: 0.3601, loss_bbox: 1.1558, loss_obj: 0.3598, loss: 1.8756 2023-02-24 19:01:34,406 - mmdet - INFO - Epoch [84][50/1111] lr: 8.292e-03, eta: 1 day, 17:15:49, time: 0.933, data_time: 0.259, memory: 27318, loss_cls: 0.3658, loss_bbox: 1.1760, loss_obj: 0.3618, loss: 1.9036 2023-02-24 19:02:04,857 - mmdet - INFO - Epoch [84][100/1111] lr: 8.290e-03, eta: 1 day, 17:15:17, time: 0.609, data_time: 0.030, memory: 27318, loss_cls: 0.3589, loss_bbox: 1.1409, loss_obj: 0.3644, loss: 1.8642 2023-02-24 19:02:37,674 - mmdet - INFO - Epoch [84][150/1111] lr: 8.289e-03, eta: 1 day, 17:14:51, time: 0.656, data_time: 0.025, memory: 27318, loss_cls: 0.3581, loss_bbox: 1.1384, loss_obj: 0.3607, loss: 1.8572 2023-02-24 19:03:08,091 - mmdet - INFO - Epoch [84][200/1111] lr: 8.287e-03, eta: 1 day, 17:14:20, time: 0.608, data_time: 0.030, memory: 27318, loss_cls: 0.3714, loss_bbox: 1.1992, loss_obj: 0.3755, loss: 1.9460 2023-02-24 19:03:36,533 - mmdet - INFO - Epoch [84][250/1111] lr: 8.285e-03, eta: 1 day, 17:13:43, time: 0.569, data_time: 0.027, memory: 27318, loss_cls: 0.3717, loss_bbox: 1.2037, loss_obj: 0.3703, loss: 1.9457 2023-02-24 19:04:09,309 - mmdet - INFO - Epoch [84][300/1111] lr: 8.283e-03, eta: 1 day, 17:13:17, time: 0.655, data_time: 0.031, memory: 27318, loss_cls: 0.3651, loss_bbox: 1.1744, loss_obj: 0.3702, loss: 1.9097 2023-02-24 19:04:42,648 - mmdet - INFO - Epoch [84][350/1111] lr: 8.281e-03, eta: 1 day, 17:12:53, time: 0.667, data_time: 0.039, memory: 27318, loss_cls: 0.3644, loss_bbox: 1.1726, loss_obj: 0.3740, loss: 1.9109 2023-02-24 19:05:24,927 - mmdet - INFO - Epoch [84][400/1111] lr: 8.279e-03, eta: 1 day, 17:12:52, time: 0.845, data_time: 0.159, memory: 27318, loss_cls: 0.3576, loss_bbox: 1.1384, loss_obj: 0.3554, loss: 1.8515 2023-02-24 19:05:54,278 - mmdet - INFO - Epoch [84][450/1111] lr: 8.278e-03, eta: 1 day, 17:12:17, time: 0.587, data_time: 0.032, memory: 27318, loss_cls: 0.3645, loss_bbox: 1.1675, loss_obj: 0.3534, loss: 1.8853 2023-02-24 19:06:21,994 - mmdet - INFO - Epoch [84][500/1111] lr: 8.276e-03, eta: 1 day, 17:11:38, time: 0.554, data_time: 0.033, memory: 27318, loss_cls: 0.3656, loss_bbox: 1.1879, loss_obj: 0.3759, loss: 1.9294 2023-02-24 19:06:50,837 - mmdet - INFO - Epoch [84][550/1111] lr: 8.274e-03, eta: 1 day, 17:11:02, time: 0.577, data_time: 0.031, memory: 27318, loss_cls: 0.3669, loss_bbox: 1.1836, loss_obj: 0.3704, loss: 1.9209 2023-02-24 19:07:16,711 - mmdet - INFO - Epoch [84][600/1111] lr: 8.272e-03, eta: 1 day, 17:10:18, time: 0.517, data_time: 0.036, memory: 27318, loss_cls: 0.3658, loss_bbox: 1.1864, loss_obj: 0.3843, loss: 1.9366 2023-02-24 19:07:46,964 - mmdet - INFO - Epoch [84][650/1111] lr: 8.270e-03, eta: 1 day, 17:09:46, time: 0.605, data_time: 0.025, memory: 27318, loss_cls: 0.3625, loss_bbox: 1.1589, loss_obj: 0.3502, loss: 1.8716 2023-02-24 19:08:19,052 - mmdet - INFO - Epoch [84][700/1111] lr: 8.268e-03, eta: 1 day, 17:09:19, time: 0.642, data_time: 0.029, memory: 27318, loss_cls: 0.3591, loss_bbox: 1.1418, loss_obj: 0.3514, loss: 1.8524 2023-02-24 19:08:51,401 - mmdet - INFO - Epoch [84][750/1111] lr: 8.266e-03, eta: 1 day, 17:08:52, time: 0.647, data_time: 0.030, memory: 27318, loss_cls: 0.3614, loss_bbox: 1.1582, loss_obj: 0.3690, loss: 1.8886 2023-02-24 19:09:21,399 - mmdet - INFO - Epoch [84][800/1111] lr: 8.265e-03, eta: 1 day, 17:08:19, time: 0.600, data_time: 0.031, memory: 27318, loss_cls: 0.3580, loss_bbox: 1.1436, loss_obj: 0.3620, loss: 1.8636 2023-02-24 19:09:54,272 - mmdet - INFO - Epoch [84][850/1111] lr: 8.263e-03, eta: 1 day, 17:07:53, time: 0.657, data_time: 0.029, memory: 27318, loss_cls: 0.3640, loss_bbox: 1.1680, loss_obj: 0.3671, loss: 1.8992 2023-02-24 19:10:25,458 - mmdet - INFO - Epoch [84][900/1111] lr: 8.261e-03, eta: 1 day, 17:07:24, time: 0.624, data_time: 0.025, memory: 27318, loss_cls: 0.3630, loss_bbox: 1.1621, loss_obj: 0.3565, loss: 1.8816 2023-02-24 19:10:57,087 - mmdet - INFO - Epoch [84][950/1111] lr: 8.259e-03, eta: 1 day, 17:06:55, time: 0.633, data_time: 0.027, memory: 27318, loss_cls: 0.3610, loss_bbox: 1.1520, loss_obj: 0.3682, loss: 1.8812 2023-02-24 19:11:27,709 - mmdet - INFO - Epoch [84][1000/1111] lr: 8.257e-03, eta: 1 day, 17:06:23, time: 0.612, data_time: 0.029, memory: 27318, loss_cls: 0.3677, loss_bbox: 1.1863, loss_obj: 0.3780, loss: 1.9321 2023-02-24 19:11:57,635 - mmdet - INFO - Epoch [84][1050/1111] lr: 8.255e-03, eta: 1 day, 17:05:50, time: 0.599, data_time: 0.032, memory: 27318, loss_cls: 0.3626, loss_bbox: 1.1632, loss_obj: 0.3567, loss: 1.8825 2023-02-24 19:12:26,403 - mmdet - INFO - Epoch [84][1100/1111] lr: 8.253e-03, eta: 1 day, 17:05:14, time: 0.575, data_time: 0.029, memory: 27318, loss_cls: 0.3616, loss_bbox: 1.1606, loss_obj: 0.3640, loss: 1.8862 2023-02-24 19:13:21,790 - mmdet - INFO - Epoch [85][50/1111] lr: 8.251e-03, eta: 1 day, 17:05:09, time: 1.003, data_time: 0.266, memory: 27318, loss_cls: 0.3635, loss_bbox: 1.1633, loss_obj: 0.3641, loss: 1.8909 2023-02-24 19:13:48,529 - mmdet - INFO - Epoch [85][100/1111] lr: 8.249e-03, eta: 1 day, 17:04:28, time: 0.535, data_time: 0.036, memory: 27318, loss_cls: 0.3689, loss_bbox: 1.1962, loss_obj: 0.3678, loss: 1.9329 2023-02-24 19:14:18,669 - mmdet - INFO - Epoch [85][150/1111] lr: 8.247e-03, eta: 1 day, 17:03:55, time: 0.602, data_time: 0.029, memory: 27318, loss_cls: 0.3599, loss_bbox: 1.1540, loss_obj: 0.3584, loss: 1.8723 2023-02-24 19:14:48,321 - mmdet - INFO - Epoch [85][200/1111] lr: 8.246e-03, eta: 1 day, 17:03:21, time: 0.593, data_time: 0.029, memory: 27318, loss_cls: 0.3641, loss_bbox: 1.1721, loss_obj: 0.3677, loss: 1.9040 2023-02-24 19:15:23,233 - mmdet - INFO - Epoch [85][250/1111] lr: 8.244e-03, eta: 1 day, 17:03:01, time: 0.698, data_time: 0.023, memory: 27318, loss_cls: 0.3571, loss_bbox: 1.1322, loss_obj: 0.3553, loss: 1.8446 2023-02-24 19:15:52,805 - mmdet - INFO - Epoch [85][300/1111] lr: 8.242e-03, eta: 1 day, 17:02:27, time: 0.591, data_time: 0.028, memory: 27318, loss_cls: 0.3599, loss_bbox: 1.1488, loss_obj: 0.3574, loss: 1.8661 2023-02-24 19:16:25,195 - mmdet - INFO - Epoch [85][350/1111] lr: 8.240e-03, eta: 1 day, 17:02:00, time: 0.648, data_time: 0.026, memory: 27318, loss_cls: 0.3575, loss_bbox: 1.1372, loss_obj: 0.3390, loss: 1.8337 2023-02-24 19:16:54,030 - mmdet - INFO - Epoch [85][400/1111] lr: 8.238e-03, eta: 1 day, 17:01:24, time: 0.577, data_time: 0.036, memory: 27318, loss_cls: 0.3688, loss_bbox: 1.1909, loss_obj: 0.3834, loss: 1.9431 2023-02-24 19:17:26,066 - mmdet - INFO - Epoch [85][450/1111] lr: 8.236e-03, eta: 1 day, 17:00:56, time: 0.641, data_time: 0.023, memory: 27318, loss_cls: 0.3586, loss_bbox: 1.1422, loss_obj: 0.3633, loss: 1.8641 2023-02-24 19:17:56,644 - mmdet - INFO - Epoch [85][500/1111] lr: 8.234e-03, eta: 1 day, 17:00:25, time: 0.611, data_time: 0.035, memory: 27318, loss_cls: 0.3649, loss_bbox: 1.1720, loss_obj: 0.3712, loss: 1.9081 2023-02-24 19:18:30,220 - mmdet - INFO - Epoch [85][550/1111] lr: 8.233e-03, eta: 1 day, 17:00:01, time: 0.672, data_time: 0.025, memory: 27318, loss_cls: 0.3646, loss_bbox: 1.1695, loss_obj: 0.3692, loss: 1.9034 2023-02-24 19:19:02,433 - mmdet - INFO - Epoch [85][600/1111] lr: 8.231e-03, eta: 1 day, 16:59:34, time: 0.644, data_time: 0.027, memory: 27318, loss_cls: 0.3626, loss_bbox: 1.1633, loss_obj: 0.3724, loss: 1.8984 2023-02-24 19:19:29,530 - mmdet - INFO - Epoch [85][650/1111] lr: 8.229e-03, eta: 1 day, 16:58:53, time: 0.542, data_time: 0.041, memory: 27318, loss_cls: 0.3702, loss_bbox: 1.2052, loss_obj: 0.3773, loss: 1.9527 2023-02-24 19:19:58,747 - mmdet - INFO - Epoch [85][700/1111] lr: 8.227e-03, eta: 1 day, 16:58:18, time: 0.584, data_time: 0.028, memory: 27318, loss_cls: 0.3609, loss_bbox: 1.1588, loss_obj: 0.3648, loss: 1.8845 2023-02-24 19:20:31,503 - mmdet - INFO - Epoch [85][750/1111] lr: 8.225e-03, eta: 1 day, 16:57:53, time: 0.655, data_time: 0.031, memory: 27318, loss_cls: 0.3618, loss_bbox: 1.1623, loss_obj: 0.3707, loss: 1.8948 2023-02-24 19:21:02,713 - mmdet - INFO - Epoch [85][800/1111] lr: 8.223e-03, eta: 1 day, 16:57:23, time: 0.624, data_time: 0.028, memory: 27318, loss_cls: 0.3644, loss_bbox: 1.1747, loss_obj: 0.3705, loss: 1.9096 2023-02-24 19:21:31,753 - mmdet - INFO - Epoch [85][850/1111] lr: 8.221e-03, eta: 1 day, 16:56:47, time: 0.581, data_time: 0.030, memory: 27318, loss_cls: 0.3712, loss_bbox: 1.2063, loss_obj: 0.3754, loss: 1.9529 2023-02-24 19:22:02,033 - mmdet - INFO - Epoch [85][900/1111] lr: 8.219e-03, eta: 1 day, 16:56:15, time: 0.606, data_time: 0.034, memory: 27318, loss_cls: 0.3599, loss_bbox: 1.1557, loss_obj: 0.3603, loss: 1.8760 2023-02-24 19:22:33,212 - mmdet - INFO - Epoch [85][950/1111] lr: 8.218e-03, eta: 1 day, 16:55:45, time: 0.624, data_time: 0.026, memory: 27318, loss_cls: 0.3619, loss_bbox: 1.1555, loss_obj: 0.3630, loss: 1.8804 2023-02-24 19:23:04,828 - mmdet - INFO - Epoch [85][1000/1111] lr: 8.216e-03, eta: 1 day, 16:55:16, time: 0.632, data_time: 0.030, memory: 27318, loss_cls: 0.3582, loss_bbox: 1.1427, loss_obj: 0.3623, loss: 1.8633 2023-02-24 19:23:31,708 - mmdet - INFO - Epoch [85][1050/1111] lr: 8.214e-03, eta: 1 day, 16:54:36, time: 0.538, data_time: 0.032, memory: 27318, loss_cls: 0.3615, loss_bbox: 1.1633, loss_obj: 0.3621, loss: 1.8869 2023-02-24 19:24:00,092 - mmdet - INFO - Epoch [85][1100/1111] lr: 8.212e-03, eta: 1 day, 16:53:59, time: 0.568, data_time: 0.025, memory: 27318, loss_cls: 0.3668, loss_bbox: 1.1843, loss_obj: 0.3750, loss: 1.9262 2023-02-24 19:24:52,917 - mmdet - INFO - Epoch [86][50/1111] lr: 8.210e-03, eta: 1 day, 16:53:45, time: 0.938, data_time: 0.262, memory: 27318, loss_cls: 0.3635, loss_bbox: 1.1651, loss_obj: 0.3572, loss: 1.8857 2023-02-24 19:25:26,121 - mmdet - INFO - Epoch [86][100/1111] lr: 8.208e-03, eta: 1 day, 16:53:20, time: 0.664, data_time: 0.031, memory: 27318, loss_cls: 0.3635, loss_bbox: 1.1678, loss_obj: 0.3629, loss: 1.8941 2023-02-24 19:25:54,125 - mmdet - INFO - Epoch [86][150/1111] lr: 8.206e-03, eta: 1 day, 16:52:42, time: 0.560, data_time: 0.032, memory: 27318, loss_cls: 0.3635, loss_bbox: 1.1766, loss_obj: 0.3670, loss: 1.9071 2023-02-24 19:26:24,460 - mmdet - INFO - Epoch [86][200/1111] lr: 8.204e-03, eta: 1 day, 16:52:10, time: 0.607, data_time: 0.029, memory: 27318, loss_cls: 0.3662, loss_bbox: 1.1812, loss_obj: 0.3698, loss: 1.9172 2023-02-24 19:26:55,726 - mmdet - INFO - Epoch [86][250/1111] lr: 8.202e-03, eta: 1 day, 16:51:40, time: 0.625, data_time: 0.037, memory: 27318, loss_cls: 0.3661, loss_bbox: 1.1708, loss_obj: 0.3772, loss: 1.9141 2023-02-24 19:27:22,439 - mmdet - INFO - Epoch [86][300/1111] lr: 8.200e-03, eta: 1 day, 16:50:59, time: 0.534, data_time: 0.031, memory: 27318, loss_cls: 0.3700, loss_bbox: 1.2012, loss_obj: 0.3637, loss: 1.9349 2023-02-24 19:27:52,548 - mmdet - INFO - Epoch [86][350/1111] lr: 8.198e-03, eta: 1 day, 16:50:26, time: 0.602, data_time: 0.031, memory: 27318, loss_cls: 0.3634, loss_bbox: 1.1661, loss_obj: 0.3642, loss: 1.8938 2023-02-24 19:28:20,849 - mmdet - INFO - Epoch [86][400/1111] lr: 8.197e-03, eta: 1 day, 16:49:49, time: 0.566, data_time: 0.037, memory: 27318, loss_cls: 0.3774, loss_bbox: 1.2334, loss_obj: 0.3971, loss: 2.0078 2023-02-24 19:28:51,470 - mmdet - INFO - Epoch [86][450/1111] lr: 8.195e-03, eta: 1 day, 16:49:18, time: 0.613, data_time: 0.036, memory: 27318, loss_cls: 0.3669, loss_bbox: 1.1765, loss_obj: 0.3593, loss: 1.9027 2023-02-24 19:29:20,025 - mmdet - INFO - Epoch [86][500/1111] lr: 8.193e-03, eta: 1 day, 16:48:41, time: 0.571, data_time: 0.026, memory: 27318, loss_cls: 0.3598, loss_bbox: 1.1476, loss_obj: 0.3492, loss: 1.8566 2023-02-24 19:29:51,949 - mmdet - INFO - Epoch [86][550/1111] lr: 8.191e-03, eta: 1 day, 16:48:13, time: 0.638, data_time: 0.029, memory: 27318, loss_cls: 0.3620, loss_bbox: 1.1620, loss_obj: 0.3705, loss: 1.8945 2023-02-24 19:30:24,718 - mmdet - INFO - Epoch [86][600/1111] lr: 8.189e-03, eta: 1 day, 16:47:47, time: 0.655, data_time: 0.029, memory: 27318, loss_cls: 0.3638, loss_bbox: 1.1651, loss_obj: 0.3768, loss: 1.9057 2023-02-24 19:30:53,778 - mmdet - INFO - Epoch [86][650/1111] lr: 8.187e-03, eta: 1 day, 16:47:12, time: 0.581, data_time: 0.032, memory: 27318, loss_cls: 0.3663, loss_bbox: 1.1807, loss_obj: 0.3685, loss: 1.9155 2023-02-24 19:31:24,057 - mmdet - INFO - Epoch [86][700/1111] lr: 8.185e-03, eta: 1 day, 16:46:40, time: 0.606, data_time: 0.030, memory: 27318, loss_cls: 0.3637, loss_bbox: 1.1641, loss_obj: 0.3624, loss: 1.8902 2023-02-24 19:31:53,349 - mmdet - INFO - Epoch [86][750/1111] lr: 8.183e-03, eta: 1 day, 16:46:05, time: 0.586, data_time: 0.031, memory: 27318, loss_cls: 0.3619, loss_bbox: 1.1639, loss_obj: 0.3513, loss: 1.8771 2023-02-24 19:32:23,103 - mmdet - INFO - Epoch [86][800/1111] lr: 8.181e-03, eta: 1 day, 16:45:32, time: 0.595, data_time: 0.031, memory: 27318, loss_cls: 0.3733, loss_bbox: 1.2157, loss_obj: 0.3805, loss: 1.9695 2023-02-24 19:32:51,287 - mmdet - INFO - Epoch [86][850/1111] lr: 8.180e-03, eta: 1 day, 16:44:54, time: 0.563, data_time: 0.035, memory: 27318, loss_cls: 0.3629, loss_bbox: 1.1694, loss_obj: 0.3589, loss: 1.8912 2023-02-24 19:33:23,344 - mmdet - INFO - Epoch [86][900/1111] lr: 8.178e-03, eta: 1 day, 16:44:27, time: 0.641, data_time: 0.030, memory: 27318, loss_cls: 0.3579, loss_bbox: 1.1400, loss_obj: 0.3591, loss: 1.8570 2023-02-24 19:33:54,751 - mmdet - INFO - Epoch [86][950/1111] lr: 8.176e-03, eta: 1 day, 16:43:57, time: 0.628, data_time: 0.026, memory: 27318, loss_cls: 0.3578, loss_bbox: 1.1405, loss_obj: 0.3735, loss: 1.8717 2023-02-24 19:34:24,009 - mmdet - INFO - Epoch [86][1000/1111] lr: 8.174e-03, eta: 1 day, 16:43:22, time: 0.585, data_time: 0.033, memory: 27318, loss_cls: 0.3663, loss_bbox: 1.1825, loss_obj: 0.3777, loss: 1.9265 2023-02-24 19:34:52,666 - mmdet - INFO - Epoch [86][1050/1111] lr: 8.172e-03, eta: 1 day, 16:42:46, time: 0.573, data_time: 0.035, memory: 27318, loss_cls: 0.3632, loss_bbox: 1.1685, loss_obj: 0.3569, loss: 1.8885 2023-02-24 19:35:25,440 - mmdet - INFO - Epoch [86][1100/1111] lr: 8.170e-03, eta: 1 day, 16:42:20, time: 0.656, data_time: 0.025, memory: 27318, loss_cls: 0.3607, loss_bbox: 1.1509, loss_obj: 0.3588, loss: 1.8704 2023-02-24 19:36:15,998 - mmdet - INFO - Epoch [87][50/1111] lr: 8.168e-03, eta: 1 day, 16:42:00, time: 0.891, data_time: 0.285, memory: 27318, loss_cls: 0.3711, loss_bbox: 1.2098, loss_obj: 0.3727, loss: 1.9536 2023-02-24 19:36:46,728 - mmdet - INFO - Epoch [87][100/1111] lr: 8.166e-03, eta: 1 day, 16:41:29, time: 0.615, data_time: 0.029, memory: 27318, loss_cls: 0.3641, loss_bbox: 1.1690, loss_obj: 0.3644, loss: 1.8975 2023-02-24 19:37:19,319 - mmdet - INFO - Epoch [87][150/1111] lr: 8.164e-03, eta: 1 day, 16:41:03, time: 0.652, data_time: 0.029, memory: 27318, loss_cls: 0.3636, loss_bbox: 1.1643, loss_obj: 0.3768, loss: 1.9048 2023-02-24 19:37:47,129 - mmdet - INFO - Epoch [87][200/1111] lr: 8.162e-03, eta: 1 day, 16:40:24, time: 0.556, data_time: 0.033, memory: 27318, loss_cls: 0.3657, loss_bbox: 1.1815, loss_obj: 0.3633, loss: 1.9105 2023-02-24 19:38:18,585 - mmdet - INFO - Epoch [87][250/1111] lr: 8.160e-03, eta: 1 day, 16:39:55, time: 0.629, data_time: 0.025, memory: 27318, loss_cls: 0.3576, loss_bbox: 1.1397, loss_obj: 0.3526, loss: 1.8499 2023-02-24 19:38:47,621 - mmdet - INFO - Epoch [87][300/1111] lr: 8.158e-03, eta: 1 day, 16:39:20, time: 0.581, data_time: 0.031, memory: 27318, loss_cls: 0.3653, loss_bbox: 1.1836, loss_obj: 0.3694, loss: 1.9183 2023-02-24 19:39:17,733 - mmdet - INFO - Epoch [87][350/1111] lr: 8.156e-03, eta: 1 day, 16:38:47, time: 0.602, data_time: 0.034, memory: 27318, loss_cls: 0.3625, loss_bbox: 1.1613, loss_obj: 0.3602, loss: 1.8840 2023-02-24 19:39:49,946 - mmdet - INFO - Epoch [87][400/1111] lr: 8.155e-03, eta: 1 day, 16:38:20, time: 0.644, data_time: 0.029, memory: 27318, loss_cls: 0.3614, loss_bbox: 1.1573, loss_obj: 0.3681, loss: 1.8868 2023-02-24 19:40:17,321 - mmdet - INFO - Epoch [87][450/1111] lr: 8.153e-03, eta: 1 day, 16:37:40, time: 0.548, data_time: 0.032, memory: 27318, loss_cls: 0.3608, loss_bbox: 1.1551, loss_obj: 0.3648, loss: 1.8808 2023-02-24 19:40:46,824 - mmdet - INFO - Epoch [87][500/1111] lr: 8.151e-03, eta: 1 day, 16:37:06, time: 0.590, data_time: 0.034, memory: 27318, loss_cls: 0.3609, loss_bbox: 1.1541, loss_obj: 0.3512, loss: 1.8662 2023-02-24 19:41:17,294 - mmdet - INFO - Epoch [87][550/1111] lr: 8.149e-03, eta: 1 day, 16:36:35, time: 0.609, data_time: 0.029, memory: 27318, loss_cls: 0.3616, loss_bbox: 1.1607, loss_obj: 0.3662, loss: 1.8885 2023-02-24 19:41:53,883 - mmdet - INFO - Epoch [87][600/1111] lr: 8.147e-03, eta: 1 day, 16:36:18, time: 0.732, data_time: 0.026, memory: 27318, loss_cls: 0.3624, loss_bbox: 1.1571, loss_obj: 0.3654, loss: 1.8849 2023-02-24 19:42:23,187 - mmdet - INFO - Epoch [87][650/1111] lr: 8.145e-03, eta: 1 day, 16:35:44, time: 0.586, data_time: 0.030, memory: 27318, loss_cls: 0.3686, loss_bbox: 1.1917, loss_obj: 0.3784, loss: 1.9387 2023-02-24 19:42:57,885 - mmdet - INFO - Epoch [87][700/1111] lr: 8.143e-03, eta: 1 day, 16:35:22, time: 0.694, data_time: 0.030, memory: 27318, loss_cls: 0.3571, loss_bbox: 1.1341, loss_obj: 0.3558, loss: 1.8469 2023-02-24 19:43:28,374 - mmdet - INFO - Epoch [87][750/1111] lr: 8.141e-03, eta: 1 day, 16:34:51, time: 0.610, data_time: 0.026, memory: 27318, loss_cls: 0.3625, loss_bbox: 1.1603, loss_obj: 0.3564, loss: 1.8792 2023-02-24 19:44:03,306 - mmdet - INFO - Epoch [87][800/1111] lr: 8.139e-03, eta: 1 day, 16:34:30, time: 0.699, data_time: 0.028, memory: 27318, loss_cls: 0.3562, loss_bbox: 1.1291, loss_obj: 0.3655, loss: 1.8508 2023-02-24 19:44:36,614 - mmdet - INFO - Epoch [87][850/1111] lr: 8.137e-03, eta: 1 day, 16:34:05, time: 0.666, data_time: 0.023, memory: 27318, loss_cls: 0.3574, loss_bbox: 1.1355, loss_obj: 0.3517, loss: 1.8446 2023-02-24 19:45:09,896 - mmdet - INFO - Epoch [87][900/1111] lr: 8.136e-03, eta: 1 day, 16:33:40, time: 0.665, data_time: 0.029, memory: 27318, loss_cls: 0.3584, loss_bbox: 1.1357, loss_obj: 0.3526, loss: 1.8467 2023-02-24 19:45:37,306 - mmdet - INFO - Epoch [87][950/1111] lr: 8.134e-03, eta: 1 day, 16:33:01, time: 0.549, data_time: 0.036, memory: 27318, loss_cls: 0.3645, loss_bbox: 1.1744, loss_obj: 0.3667, loss: 1.9057 2023-02-24 19:46:09,433 - mmdet - INFO - Epoch [87][1000/1111] lr: 8.132e-03, eta: 1 day, 16:32:34, time: 0.642, data_time: 0.024, memory: 27318, loss_cls: 0.3532, loss_bbox: 1.1169, loss_obj: 0.3520, loss: 1.8222 2023-02-24 19:46:39,943 - mmdet - INFO - Epoch [87][1050/1111] lr: 8.130e-03, eta: 1 day, 16:32:02, time: 0.610, data_time: 0.031, memory: 27318, loss_cls: 0.3622, loss_bbox: 1.1657, loss_obj: 0.3749, loss: 1.9028 2023-02-24 19:47:11,176 - mmdet - INFO - Epoch [87][1100/1111] lr: 8.128e-03, eta: 1 day, 16:31:32, time: 0.625, data_time: 0.025, memory: 27318, loss_cls: 0.3539, loss_bbox: 1.1241, loss_obj: 0.3479, loss: 1.8260 2023-02-24 19:48:02,904 - mmdet - INFO - Epoch [88][50/1111] lr: 8.126e-03, eta: 1 day, 16:31:15, time: 0.920, data_time: 0.285, memory: 27318, loss_cls: 0.3612, loss_bbox: 1.1558, loss_obj: 0.3465, loss: 1.8635 2023-02-24 19:48:33,481 - mmdet - INFO - Epoch [88][100/1111] lr: 8.124e-03, eta: 1 day, 16:30:44, time: 0.611, data_time: 0.028, memory: 27318, loss_cls: 0.3648, loss_bbox: 1.1758, loss_obj: 0.3697, loss: 1.9102 2023-02-24 19:49:03,590 - mmdet - INFO - Epoch [88][150/1111] lr: 8.122e-03, eta: 1 day, 16:30:11, time: 0.602, data_time: 0.027, memory: 27318, loss_cls: 0.3619, loss_bbox: 1.1631, loss_obj: 0.3656, loss: 1.8906 2023-02-24 19:49:38,875 - mmdet - INFO - Epoch [88][200/1111] lr: 8.120e-03, eta: 1 day, 16:29:51, time: 0.706, data_time: 0.026, memory: 27318, loss_cls: 0.3528, loss_bbox: 1.1116, loss_obj: 0.3512, loss: 1.8155 2023-02-24 19:50:10,597 - mmdet - INFO - Epoch [88][250/1111] lr: 8.118e-03, eta: 1 day, 16:29:22, time: 0.634, data_time: 0.028, memory: 27318, loss_cls: 0.3673, loss_bbox: 1.1824, loss_obj: 0.3614, loss: 1.9111 2023-02-24 19:50:41,157 - mmdet - INFO - Epoch [88][300/1111] lr: 8.116e-03, eta: 1 day, 16:28:51, time: 0.611, data_time: 0.031, memory: 27318, loss_cls: 0.3655, loss_bbox: 1.1728, loss_obj: 0.3843, loss: 1.9226 2023-02-24 19:51:11,169 - mmdet - INFO - Epoch [88][350/1111] lr: 8.114e-03, eta: 1 day, 16:28:18, time: 0.600, data_time: 0.028, memory: 27318, loss_cls: 0.3674, loss_bbox: 1.1816, loss_obj: 0.3685, loss: 1.9175 2023-02-24 19:51:39,664 - mmdet - INFO - Epoch [88][400/1111] lr: 8.112e-03, eta: 1 day, 16:27:42, time: 0.570, data_time: 0.036, memory: 27318, loss_cls: 0.3670, loss_bbox: 1.1798, loss_obj: 0.3673, loss: 1.9141 2023-02-24 19:52:14,793 - mmdet - INFO - Epoch [88][450/1111] lr: 8.110e-03, eta: 1 day, 16:27:21, time: 0.703, data_time: 0.025, memory: 27318, loss_cls: 0.3618, loss_bbox: 1.1506, loss_obj: 0.3628, loss: 1.8752 2023-02-24 19:52:45,093 - mmdet - INFO - Epoch [88][500/1111] lr: 8.108e-03, eta: 1 day, 16:26:49, time: 0.606, data_time: 0.030, memory: 27318, loss_cls: 0.3588, loss_bbox: 1.1461, loss_obj: 0.3507, loss: 1.8556 2023-02-24 19:53:17,967 - mmdet - INFO - Epoch [88][550/1111] lr: 8.106e-03, eta: 1 day, 16:26:23, time: 0.657, data_time: 0.029, memory: 27318, loss_cls: 0.3643, loss_bbox: 1.1652, loss_obj: 0.3698, loss: 1.8993 2023-02-24 19:53:46,100 - mmdet - INFO - Epoch [88][600/1111] lr: 8.105e-03, eta: 1 day, 16:25:46, time: 0.563, data_time: 0.030, memory: 27318, loss_cls: 0.3633, loss_bbox: 1.1695, loss_obj: 0.3693, loss: 1.9020 2023-02-24 19:54:15,945 - mmdet - INFO - Epoch [88][650/1111] lr: 8.103e-03, eta: 1 day, 16:25:13, time: 0.597, data_time: 0.033, memory: 27318, loss_cls: 0.3676, loss_bbox: 1.1849, loss_obj: 0.3688, loss: 1.9213 2023-02-24 19:54:46,996 - mmdet - INFO - Epoch [88][700/1111] lr: 8.101e-03, eta: 1 day, 16:24:42, time: 0.621, data_time: 0.027, memory: 27318, loss_cls: 0.3572, loss_bbox: 1.1333, loss_obj: 0.3585, loss: 1.8490 2023-02-24 19:55:20,686 - mmdet - INFO - Epoch [88][750/1111] lr: 8.099e-03, eta: 1 day, 16:24:18, time: 0.673, data_time: 0.026, memory: 27318, loss_cls: 0.3563, loss_bbox: 1.1320, loss_obj: 0.3600, loss: 1.8483 2023-02-24 19:55:48,462 - mmdet - INFO - Epoch [88][800/1111] lr: 8.097e-03, eta: 1 day, 16:23:40, time: 0.556, data_time: 0.033, memory: 27318, loss_cls: 0.3637, loss_bbox: 1.1736, loss_obj: 0.3573, loss: 1.8946 2023-02-24 19:56:22,172 - mmdet - INFO - Epoch [88][850/1111] lr: 8.095e-03, eta: 1 day, 16:23:16, time: 0.674, data_time: 0.031, memory: 27318, loss_cls: 0.3550, loss_bbox: 1.1289, loss_obj: 0.3628, loss: 1.8467 2023-02-24 19:56:54,680 - mmdet - INFO - Epoch [88][900/1111] lr: 8.093e-03, eta: 1 day, 16:22:50, time: 0.650, data_time: 0.025, memory: 27318, loss_cls: 0.3588, loss_bbox: 1.1447, loss_obj: 0.3542, loss: 1.8578 2023-02-24 19:57:21,546 - mmdet - INFO - Epoch [88][950/1111] lr: 8.091e-03, eta: 1 day, 16:22:09, time: 0.537, data_time: 0.036, memory: 27318, loss_cls: 0.3626, loss_bbox: 1.1678, loss_obj: 0.3590, loss: 1.8894 2023-02-24 19:57:53,416 - mmdet - INFO - Epoch [88][1000/1111] lr: 8.089e-03, eta: 1 day, 16:21:41, time: 0.637, data_time: 0.028, memory: 27318, loss_cls: 0.3653, loss_bbox: 1.1785, loss_obj: 0.3780, loss: 1.9219 2023-02-24 19:58:19,684 - mmdet - INFO - Epoch [88][1050/1111] lr: 8.087e-03, eta: 1 day, 16:20:59, time: 0.525, data_time: 0.035, memory: 27318, loss_cls: 0.3705, loss_bbox: 1.2091, loss_obj: 0.3597, loss: 1.9392 2023-02-24 19:58:46,000 - mmdet - INFO - Epoch [88][1100/1111] lr: 8.085e-03, eta: 1 day, 16:20:17, time: 0.526, data_time: 0.030, memory: 27318, loss_cls: 0.3644, loss_bbox: 1.1768, loss_obj: 0.3696, loss: 1.9108 2023-02-24 19:59:42,550 - mmdet - INFO - Epoch [89][50/1111] lr: 8.083e-03, eta: 1 day, 16:20:06, time: 0.974, data_time: 0.253, memory: 27318, loss_cls: 0.3572, loss_bbox: 1.1371, loss_obj: 0.3627, loss: 1.8570 2023-02-24 20:00:16,164 - mmdet - INFO - Epoch [89][100/1111] lr: 8.081e-03, eta: 1 day, 16:19:42, time: 0.672, data_time: 0.027, memory: 27318, loss_cls: 0.3640, loss_bbox: 1.1696, loss_obj: 0.3636, loss: 1.8971 2023-02-24 20:00:49,110 - mmdet - INFO - Epoch [89][150/1111] lr: 8.079e-03, eta: 1 day, 16:19:16, time: 0.659, data_time: 0.032, memory: 27318, loss_cls: 0.3619, loss_bbox: 1.1604, loss_obj: 0.3626, loss: 1.8849 2023-02-24 20:01:20,333 - mmdet - INFO - Epoch [89][200/1111] lr: 8.077e-03, eta: 1 day, 16:18:46, time: 0.625, data_time: 0.031, memory: 27318, loss_cls: 0.3652, loss_bbox: 1.1714, loss_obj: 0.3676, loss: 1.9043 2023-02-24 20:01:47,819 - mmdet - INFO - Epoch [89][250/1111] lr: 8.075e-03, eta: 1 day, 16:18:08, time: 0.549, data_time: 0.034, memory: 27318, loss_cls: 0.3672, loss_bbox: 1.1896, loss_obj: 0.3708, loss: 1.9276 2023-02-24 20:02:16,891 - mmdet - INFO - Epoch [89][300/1111] lr: 8.073e-03, eta: 1 day, 16:17:33, time: 0.582, data_time: 0.033, memory: 27318, loss_cls: 0.3589, loss_bbox: 1.1493, loss_obj: 0.3517, loss: 1.8599 2023-02-24 20:02:48,753 - mmdet - INFO - Epoch [89][350/1111] lr: 8.071e-03, eta: 1 day, 16:17:04, time: 0.637, data_time: 0.028, memory: 27318, loss_cls: 0.3564, loss_bbox: 1.1307, loss_obj: 0.3513, loss: 1.8384 2023-02-24 20:03:17,234 - mmdet - INFO - Epoch [89][400/1111] lr: 8.070e-03, eta: 1 day, 16:16:28, time: 0.570, data_time: 0.030, memory: 27318, loss_cls: 0.3693, loss_bbox: 1.1991, loss_obj: 0.3602, loss: 1.9285 2023-02-24 20:03:47,415 - mmdet - INFO - Epoch [89][450/1111] lr: 8.068e-03, eta: 1 day, 16:15:55, time: 0.604, data_time: 0.034, memory: 27318, loss_cls: 0.3582, loss_bbox: 1.1424, loss_obj: 0.3505, loss: 1.8511 2023-02-24 20:04:17,782 - mmdet - INFO - Epoch [89][500/1111] lr: 8.066e-03, eta: 1 day, 16:15:23, time: 0.607, data_time: 0.032, memory: 27318, loss_cls: 0.3632, loss_bbox: 1.1691, loss_obj: 0.3736, loss: 1.9059 2023-02-24 20:04:48,364 - mmdet - INFO - Epoch [89][550/1111] lr: 8.064e-03, eta: 1 day, 16:14:52, time: 0.611, data_time: 0.026, memory: 27318, loss_cls: 0.3623, loss_bbox: 1.1639, loss_obj: 0.3594, loss: 1.8856 2023-02-24 20:05:17,019 - mmdet - INFO - Epoch [89][600/1111] lr: 8.062e-03, eta: 1 day, 16:14:16, time: 0.573, data_time: 0.028, memory: 27318, loss_cls: 0.3637, loss_bbox: 1.1761, loss_obj: 0.3721, loss: 1.9119 2023-02-24 20:05:47,712 - mmdet - INFO - Epoch [89][650/1111] lr: 8.060e-03, eta: 1 day, 16:13:45, time: 0.614, data_time: 0.031, memory: 27318, loss_cls: 0.3593, loss_bbox: 1.1492, loss_obj: 0.3507, loss: 1.8592 2023-02-24 20:06:20,570 - mmdet - INFO - Epoch [89][700/1111] lr: 8.058e-03, eta: 1 day, 16:13:19, time: 0.657, data_time: 0.027, memory: 27318, loss_cls: 0.3593, loss_bbox: 1.1509, loss_obj: 0.3639, loss: 1.8741 2023-02-24 20:06:50,173 - mmdet - INFO - Epoch [89][750/1111] lr: 8.056e-03, eta: 1 day, 16:12:45, time: 0.592, data_time: 0.029, memory: 27318, loss_cls: 0.3576, loss_bbox: 1.1422, loss_obj: 0.3566, loss: 1.8565 2023-02-24 20:07:18,742 - mmdet - INFO - Epoch [89][800/1111] lr: 8.054e-03, eta: 1 day, 16:12:09, time: 0.571, data_time: 0.030, memory: 27318, loss_cls: 0.3660, loss_bbox: 1.1784, loss_obj: 0.3619, loss: 1.9063 2023-02-24 20:07:52,511 - mmdet - INFO - Epoch [89][850/1111] lr: 8.052e-03, eta: 1 day, 16:11:45, time: 0.675, data_time: 0.025, memory: 27318, loss_cls: 0.3564, loss_bbox: 1.1271, loss_obj: 0.3451, loss: 1.8286 2023-02-24 20:08:27,918 - mmdet - INFO - Epoch [89][900/1111] lr: 8.050e-03, eta: 1 day, 16:11:25, time: 0.708, data_time: 0.028, memory: 27318, loss_cls: 0.3506, loss_bbox: 1.1021, loss_obj: 0.3509, loss: 1.8036 2023-02-24 20:09:00,903 - mmdet - INFO - Epoch [89][950/1111] lr: 8.048e-03, eta: 1 day, 16:10:59, time: 0.660, data_time: 0.025, memory: 27318, loss_cls: 0.3556, loss_bbox: 1.1271, loss_obj: 0.3517, loss: 1.8344 2023-02-24 20:09:34,588 - mmdet - INFO - Epoch [89][1000/1111] lr: 8.046e-03, eta: 1 day, 16:10:35, time: 0.674, data_time: 0.028, memory: 27318, loss_cls: 0.3558, loss_bbox: 1.1229, loss_obj: 0.3523, loss: 1.8310 2023-02-24 20:10:03,326 - mmdet - INFO - Epoch [89][1050/1111] lr: 8.044e-03, eta: 1 day, 16:09:59, time: 0.575, data_time: 0.034, memory: 27318, loss_cls: 0.3581, loss_bbox: 1.1450, loss_obj: 0.3622, loss: 1.8654 2023-02-24 20:10:31,327 - mmdet - INFO - Epoch [89][1100/1111] lr: 8.042e-03, eta: 1 day, 16:09:22, time: 0.560, data_time: 0.025, memory: 27318, loss_cls: 0.3551, loss_bbox: 1.1309, loss_obj: 0.3642, loss: 1.8502 2023-02-24 20:11:24,309 - mmdet - INFO - Epoch [90][50/1111] lr: 8.040e-03, eta: 1 day, 16:09:07, time: 0.947, data_time: 0.262, memory: 27318, loss_cls: 0.3538, loss_bbox: 1.1184, loss_obj: 0.3340, loss: 1.8062 2023-02-24 20:11:57,441 - mmdet - INFO - Epoch [90][100/1111] lr: 8.038e-03, eta: 1 day, 16:08:42, time: 0.663, data_time: 0.029, memory: 27318, loss_cls: 0.3583, loss_bbox: 1.1475, loss_obj: 0.3544, loss: 1.8602 2023-02-24 20:12:28,260 - mmdet - INFO - Epoch [90][150/1111] lr: 8.036e-03, eta: 1 day, 16:08:11, time: 0.617, data_time: 0.026, memory: 27318, loss_cls: 0.3642, loss_bbox: 1.1659, loss_obj: 0.3747, loss: 1.9048 2023-02-24 20:13:00,649 - mmdet - INFO - Epoch [90][200/1111] lr: 8.034e-03, eta: 1 day, 16:07:44, time: 0.648, data_time: 0.030, memory: 27318, loss_cls: 0.3570, loss_bbox: 1.1355, loss_obj: 0.3594, loss: 1.8519 2023-02-24 20:13:33,320 - mmdet - INFO - Epoch [90][250/1111] lr: 8.032e-03, eta: 1 day, 16:07:17, time: 0.653, data_time: 0.029, memory: 27318, loss_cls: 0.3570, loss_bbox: 1.1393, loss_obj: 0.3551, loss: 1.8514 2023-02-24 20:14:03,422 - mmdet - INFO - Epoch [90][300/1111] lr: 8.030e-03, eta: 1 day, 16:06:45, time: 0.602, data_time: 0.028, memory: 27318, loss_cls: 0.3557, loss_bbox: 1.1316, loss_obj: 0.3478, loss: 1.8350 2023-02-24 20:14:38,560 - mmdet - INFO - Epoch [90][350/1111] lr: 8.028e-03, eta: 1 day, 16:06:24, time: 0.703, data_time: 0.029, memory: 27318, loss_cls: 0.3542, loss_bbox: 1.1175, loss_obj: 0.3546, loss: 1.8264 2023-02-24 20:15:06,042 - mmdet - INFO - Epoch [90][400/1111] lr: 8.026e-03, eta: 1 day, 16:05:45, time: 0.550, data_time: 0.032, memory: 27318, loss_cls: 0.3653, loss_bbox: 1.1834, loss_obj: 0.3805, loss: 1.9292 2023-02-24 20:15:41,386 - mmdet - INFO - Epoch [90][450/1111] lr: 8.024e-03, eta: 1 day, 16:05:25, time: 0.707, data_time: 0.028, memory: 27318, loss_cls: 0.3558, loss_bbox: 1.1271, loss_obj: 0.3552, loss: 1.8380 2023-02-24 20:16:14,033 - mmdet - INFO - Epoch [90][500/1111] lr: 8.023e-03, eta: 1 day, 16:04:58, time: 0.653, data_time: 0.027, memory: 27318, loss_cls: 0.3578, loss_bbox: 1.1372, loss_obj: 0.3641, loss: 1.8591 2023-02-24 20:16:43,088 - mmdet - INFO - Epoch [90][550/1111] lr: 8.021e-03, eta: 1 day, 16:04:23, time: 0.581, data_time: 0.030, memory: 27318, loss_cls: 0.3573, loss_bbox: 1.1393, loss_obj: 0.3537, loss: 1.8503 2023-02-24 20:17:14,734 - mmdet - INFO - Epoch [90][600/1111] lr: 8.019e-03, eta: 1 day, 16:03:54, time: 0.633, data_time: 0.032, memory: 27318, loss_cls: 0.3618, loss_bbox: 1.1614, loss_obj: 0.3626, loss: 1.8858 2023-02-24 20:17:48,197 - mmdet - INFO - Epoch [90][650/1111] lr: 8.017e-03, eta: 1 day, 16:03:30, time: 0.669, data_time: 0.025, memory: 27318, loss_cls: 0.3527, loss_bbox: 1.1162, loss_obj: 0.3446, loss: 1.8136 2023-02-24 20:18:17,403 - mmdet - INFO - Epoch [90][700/1111] lr: 8.015e-03, eta: 1 day, 16:02:55, time: 0.584, data_time: 0.033, memory: 27318, loss_cls: 0.3576, loss_bbox: 1.1395, loss_obj: 0.3410, loss: 1.8381 2023-02-24 20:18:50,434 - mmdet - INFO - Epoch [90][750/1111] lr: 8.013e-03, eta: 1 day, 16:02:29, time: 0.661, data_time: 0.028, memory: 27318, loss_cls: 0.3556, loss_bbox: 1.1337, loss_obj: 0.3556, loss: 1.8449 2023-02-24 20:19:18,942 - mmdet - INFO - Epoch [90][800/1111] lr: 8.011e-03, eta: 1 day, 16:01:53, time: 0.570, data_time: 0.030, memory: 27318, loss_cls: 0.3644, loss_bbox: 1.1770, loss_obj: 0.3550, loss: 1.8963 2023-02-24 20:19:47,272 - mmdet - INFO - Epoch [90][850/1111] lr: 8.009e-03, eta: 1 day, 16:01:16, time: 0.567, data_time: 0.033, memory: 27318, loss_cls: 0.3603, loss_bbox: 1.1547, loss_obj: 0.3522, loss: 1.8672 2023-02-24 20:20:15,810 - mmdet - INFO - Epoch [90][900/1111] lr: 8.007e-03, eta: 1 day, 16:00:40, time: 0.571, data_time: 0.033, memory: 27318, loss_cls: 0.3652, loss_bbox: 1.1779, loss_obj: 0.3730, loss: 1.9161 2023-02-24 20:20:48,955 - mmdet - INFO - Epoch [90][950/1111] lr: 8.005e-03, eta: 1 day, 16:00:15, time: 0.663, data_time: 0.030, memory: 27318, loss_cls: 0.3636, loss_bbox: 1.1710, loss_obj: 0.3574, loss: 1.8920 2023-02-24 20:21:16,449 - mmdet - INFO - Epoch [90][1000/1111] lr: 8.003e-03, eta: 1 day, 15:59:36, time: 0.550, data_time: 0.036, memory: 27318, loss_cls: 0.3691, loss_bbox: 1.2016, loss_obj: 0.3684, loss: 1.9391 2023-02-24 20:21:43,454 - mmdet - INFO - Epoch [90][1050/1111] lr: 8.001e-03, eta: 1 day, 15:58:56, time: 0.540, data_time: 0.036, memory: 27318, loss_cls: 0.3581, loss_bbox: 1.1506, loss_obj: 0.3455, loss: 1.8541 2023-02-24 20:22:12,587 - mmdet - INFO - Epoch [90][1100/1111] lr: 7.999e-03, eta: 1 day, 15:58:21, time: 0.583, data_time: 0.025, memory: 27318, loss_cls: 0.3587, loss_bbox: 1.1416, loss_obj: 0.3494, loss: 1.8497 2023-02-24 20:22:20,370 - mmdet - INFO - Saving checkpoint at 90 epochs 2023-02-24 20:25:16,794 - mmdet - INFO - Evaluating bbox... 2023-02-24 20:25:33,995 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.871 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.965 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.930 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.050 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.771 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.919 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.895 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.895 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.895 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.242 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.828 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.936 2023-02-24 20:25:34,242 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_70.pth was removed 2023-02-24 20:25:36,676 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_90.pth. 2023-02-24 20:25:36,677 - mmdet - INFO - Best bbox_mAP is 0.8712 at 90 epoch. 2023-02-24 20:25:36,677 - mmdet - INFO - Exp name: yolox_x.py 2023-02-24 20:25:36,677 - mmdet - INFO - Epoch(val) [90][4200] bbox_mAP: 0.8712, bbox_mAP_50: 0.9655, bbox_mAP_75: 0.9301, bbox_mAP_s: 0.0501, bbox_mAP_m: 0.7708, bbox_mAP_l: 0.9185, bbox_mAP_copypaste: 0.8712 0.9655 0.9301 0.0501 0.7708 0.9185 2023-02-24 20:26:15,117 - mmdet - INFO - Epoch [91][50/1111] lr: 7.997e-03, eta: 1 day, 15:57:46, time: 0.768, data_time: 0.175, memory: 27318, loss_cls: 0.3575, loss_bbox: 1.1447, loss_obj: 0.3534, loss: 1.8555 2023-02-24 20:26:47,337 - mmdet - INFO - Epoch [91][100/1111] lr: 7.995e-03, eta: 1 day, 15:57:18, time: 0.644, data_time: 0.025, memory: 27318, loss_cls: 0.3545, loss_bbox: 1.1233, loss_obj: 0.3473, loss: 1.8251 2023-02-24 20:27:17,859 - mmdet - INFO - Epoch [91][150/1111] lr: 7.993e-03, eta: 1 day, 15:56:46, time: 0.611, data_time: 0.030, memory: 27318, loss_cls: 0.3560, loss_bbox: 1.1319, loss_obj: 0.3477, loss: 1.8356 2023-02-24 20:27:48,336 - mmdet - INFO - Epoch [91][200/1111] lr: 7.991e-03, eta: 1 day, 15:56:15, time: 0.610, data_time: 0.027, memory: 27318, loss_cls: 0.3619, loss_bbox: 1.1661, loss_obj: 0.3587, loss: 1.8867 2023-02-24 20:28:19,288 - mmdet - INFO - Epoch [91][250/1111] lr: 7.989e-03, eta: 1 day, 15:55:44, time: 0.619, data_time: 0.029, memory: 27318, loss_cls: 0.3579, loss_bbox: 1.1399, loss_obj: 0.3472, loss: 1.8450 2023-02-24 20:28:46,644 - mmdet - INFO - Epoch [91][300/1111] lr: 7.987e-03, eta: 1 day, 15:55:05, time: 0.547, data_time: 0.033, memory: 27318, loss_cls: 0.3621, loss_bbox: 1.1595, loss_obj: 0.3437, loss: 1.8653 2023-02-24 20:29:19,833 - mmdet - INFO - Epoch [91][350/1111] lr: 7.985e-03, eta: 1 day, 15:54:40, time: 0.664, data_time: 0.023, memory: 27318, loss_cls: 0.3576, loss_bbox: 1.1401, loss_obj: 0.3399, loss: 1.8377 2023-02-24 20:29:47,730 - mmdet - INFO - Epoch [91][400/1111] lr: 7.983e-03, eta: 1 day, 15:54:02, time: 0.558, data_time: 0.041, memory: 27318, loss_cls: 0.3661, loss_bbox: 1.1955, loss_obj: 0.3774, loss: 1.9390 2023-02-24 20:30:16,478 - mmdet - INFO - Epoch [91][450/1111] lr: 7.981e-03, eta: 1 day, 15:53:26, time: 0.575, data_time: 0.027, memory: 27318, loss_cls: 0.3622, loss_bbox: 1.1629, loss_obj: 0.3635, loss: 1.8887 2023-02-24 20:30:43,107 - mmdet - INFO - Epoch [91][500/1111] lr: 7.979e-03, eta: 1 day, 15:52:46, time: 0.533, data_time: 0.034, memory: 27318, loss_cls: 0.3651, loss_bbox: 1.1832, loss_obj: 0.3722, loss: 1.9205 2023-02-24 20:31:14,208 - mmdet - INFO - Epoch [91][550/1111] lr: 7.977e-03, eta: 1 day, 15:52:16, time: 0.622, data_time: 0.030, memory: 27318, loss_cls: 0.3571, loss_bbox: 1.1376, loss_obj: 0.3426, loss: 1.8374 2023-02-24 20:31:45,922 - mmdet - INFO - Epoch [91][600/1111] lr: 7.975e-03, eta: 1 day, 15:51:47, time: 0.634, data_time: 0.029, memory: 27318, loss_cls: 0.3580, loss_bbox: 1.1408, loss_obj: 0.3595, loss: 1.8583 2023-02-24 20:32:12,187 - mmdet - INFO - Epoch [91][650/1111] lr: 7.973e-03, eta: 1 day, 15:51:05, time: 0.525, data_time: 0.036, memory: 27318, loss_cls: 0.3578, loss_bbox: 1.1471, loss_obj: 0.3565, loss: 1.8614 2023-02-24 20:32:45,864 - mmdet - INFO - Epoch [91][700/1111] lr: 7.971e-03, eta: 1 day, 15:50:41, time: 0.673, data_time: 0.067, memory: 27318, loss_cls: 0.3593, loss_bbox: 1.1475, loss_obj: 0.3679, loss: 1.8746 2023-02-24 20:33:14,238 - mmdet - INFO - Epoch [91][750/1111] lr: 7.969e-03, eta: 1 day, 15:50:05, time: 0.567, data_time: 0.034, memory: 27318, loss_cls: 0.3652, loss_bbox: 1.1795, loss_obj: 0.3627, loss: 1.9073 2023-02-24 20:33:44,313 - mmdet - INFO - Epoch [91][800/1111] lr: 7.967e-03, eta: 1 day, 15:49:32, time: 0.602, data_time: 0.030, memory: 27318, loss_cls: 0.3622, loss_bbox: 1.1660, loss_obj: 0.3693, loss: 1.8976 2023-02-24 20:34:15,591 - mmdet - INFO - Epoch [91][850/1111] lr: 7.965e-03, eta: 1 day, 15:49:02, time: 0.626, data_time: 0.032, memory: 27318, loss_cls: 0.3595, loss_bbox: 1.1522, loss_obj: 0.3644, loss: 1.8762 2023-02-24 20:34:44,140 - mmdet - INFO - Epoch [91][900/1111] lr: 7.963e-03, eta: 1 day, 15:48:26, time: 0.571, data_time: 0.031, memory: 27318, loss_cls: 0.3590, loss_bbox: 1.1426, loss_obj: 0.3552, loss: 1.8568 2023-02-24 20:35:11,822 - mmdet - INFO - Epoch [91][950/1111] lr: 7.961e-03, eta: 1 day, 15:47:48, time: 0.554, data_time: 0.030, memory: 27318, loss_cls: 0.3660, loss_bbox: 1.1773, loss_obj: 0.3678, loss: 1.9111 2023-02-24 20:35:42,551 - mmdet - INFO - Epoch [91][1000/1111] lr: 7.959e-03, eta: 1 day, 15:47:17, time: 0.615, data_time: 0.032, memory: 27318, loss_cls: 0.3598, loss_bbox: 1.1498, loss_obj: 0.3683, loss: 1.8779 2023-02-24 20:36:12,025 - mmdet - INFO - Epoch [91][1050/1111] lr: 7.957e-03, eta: 1 day, 15:46:43, time: 0.589, data_time: 0.034, memory: 27318, loss_cls: 0.3669, loss_bbox: 1.1853, loss_obj: 0.3785, loss: 1.9308 2023-02-24 20:36:42,320 - mmdet - INFO - Epoch [91][1100/1111] lr: 7.955e-03, eta: 1 day, 15:46:11, time: 0.606, data_time: 0.024, memory: 27318, loss_cls: 0.3603, loss_bbox: 1.1514, loss_obj: 0.3622, loss: 1.8739 2023-02-24 20:37:33,122 - mmdet - INFO - Epoch [92][50/1111] lr: 7.953e-03, eta: 1 day, 15:45:52, time: 0.917, data_time: 0.266, memory: 27318, loss_cls: 0.3607, loss_bbox: 1.1595, loss_obj: 0.3657, loss: 1.8858 2023-02-24 20:38:02,968 - mmdet - INFO - Epoch [92][100/1111] lr: 7.951e-03, eta: 1 day, 15:45:19, time: 0.597, data_time: 0.031, memory: 27318, loss_cls: 0.3547, loss_bbox: 1.1282, loss_obj: 0.3483, loss: 1.8312 2023-02-24 20:38:32,374 - mmdet - INFO - Epoch [92][150/1111] lr: 7.949e-03, eta: 1 day, 15:44:45, time: 0.588, data_time: 0.027, memory: 27318, loss_cls: 0.3591, loss_bbox: 1.1492, loss_obj: 0.3673, loss: 1.8756 2023-02-24 20:39:07,599 - mmdet - INFO - Epoch [92][200/1111] lr: 7.947e-03, eta: 1 day, 15:44:24, time: 0.704, data_time: 0.026, memory: 27318, loss_cls: 0.3542, loss_bbox: 1.1191, loss_obj: 0.3568, loss: 1.8301 2023-02-24 20:39:36,823 - mmdet - INFO - Epoch [92][250/1111] lr: 7.945e-03, eta: 1 day, 15:43:50, time: 0.584, data_time: 0.037, memory: 27318, loss_cls: 0.3631, loss_bbox: 1.1752, loss_obj: 0.3753, loss: 1.9137 2023-02-24 20:40:08,923 - mmdet - INFO - Epoch [92][300/1111] lr: 7.943e-03, eta: 1 day, 15:43:22, time: 0.642, data_time: 0.029, memory: 27318, loss_cls: 0.3614, loss_bbox: 1.1542, loss_obj: 0.3512, loss: 1.8667 2023-02-24 20:40:42,382 - mmdet - INFO - Epoch [92][350/1111] lr: 7.941e-03, eta: 1 day, 15:42:57, time: 0.669, data_time: 0.029, memory: 27318, loss_cls: 0.3613, loss_bbox: 1.1532, loss_obj: 0.3624, loss: 1.8769 2023-02-24 20:41:11,592 - mmdet - INFO - Epoch [92][400/1111] lr: 7.939e-03, eta: 1 day, 15:42:22, time: 0.584, data_time: 0.029, memory: 27318, loss_cls: 0.3602, loss_bbox: 1.1593, loss_obj: 0.3633, loss: 1.8829 2023-02-24 20:41:41,897 - mmdet - INFO - Epoch [92][450/1111] lr: 7.937e-03, eta: 1 day, 15:41:50, time: 0.606, data_time: 0.033, memory: 27318, loss_cls: 0.3594, loss_bbox: 1.1467, loss_obj: 0.3577, loss: 1.8638 2023-02-24 20:42:13,121 - mmdet - INFO - Epoch [92][500/1111] lr: 7.935e-03, eta: 1 day, 15:41:21, time: 0.625, data_time: 0.026, memory: 27318, loss_cls: 0.3581, loss_bbox: 1.1428, loss_obj: 0.3462, loss: 1.8471 2023-02-24 20:42:42,006 - mmdet - INFO - Epoch [92][550/1111] lr: 7.933e-03, eta: 1 day, 15:40:45, time: 0.578, data_time: 0.028, memory: 27318, loss_cls: 0.3601, loss_bbox: 1.1586, loss_obj: 0.3568, loss: 1.8755 2023-02-24 20:43:09,778 - mmdet - INFO - Epoch [92][600/1111] lr: 7.931e-03, eta: 1 day, 15:40:07, time: 0.555, data_time: 0.037, memory: 27318, loss_cls: 0.3635, loss_bbox: 1.1703, loss_obj: 0.3592, loss: 1.8929 2023-02-24 20:43:40,130 - mmdet - INFO - Epoch [92][650/1111] lr: 7.929e-03, eta: 1 day, 15:39:35, time: 0.607, data_time: 0.030, memory: 27318, loss_cls: 0.3608, loss_bbox: 1.1484, loss_obj: 0.3458, loss: 1.8550 2023-02-24 20:44:10,889 - mmdet - INFO - Epoch [92][700/1111] lr: 7.927e-03, eta: 1 day, 15:39:05, time: 0.615, data_time: 0.030, memory: 27319, loss_cls: 0.3603, loss_bbox: 1.1522, loss_obj: 0.3471, loss: 1.8596 2023-02-24 20:44:45,397 - mmdet - INFO - Epoch [92][750/1111] lr: 7.925e-03, eta: 1 day, 15:38:42, time: 0.690, data_time: 0.024, memory: 27319, loss_cls: 0.3550, loss_bbox: 1.1295, loss_obj: 0.3575, loss: 1.8420 2023-02-24 20:45:14,446 - mmdet - INFO - Epoch [92][800/1111] lr: 7.923e-03, eta: 1 day, 15:38:07, time: 0.581, data_time: 0.032, memory: 27319, loss_cls: 0.3558, loss_bbox: 1.1402, loss_obj: 0.3608, loss: 1.8569 2023-02-24 20:45:45,002 - mmdet - INFO - Epoch [92][850/1111] lr: 7.921e-03, eta: 1 day, 15:37:36, time: 0.611, data_time: 0.031, memory: 27319, loss_cls: 0.3630, loss_bbox: 1.1662, loss_obj: 0.3643, loss: 1.8935 2023-02-24 20:46:12,426 - mmdet - INFO - Epoch [92][900/1111] lr: 7.919e-03, eta: 1 day, 15:36:57, time: 0.548, data_time: 0.035, memory: 27319, loss_cls: 0.3610, loss_bbox: 1.1561, loss_obj: 0.3515, loss: 1.8686 2023-02-24 20:46:40,657 - mmdet - INFO - Epoch [92][950/1111] lr: 7.917e-03, eta: 1 day, 15:36:20, time: 0.565, data_time: 0.032, memory: 27319, loss_cls: 0.3651, loss_bbox: 1.1838, loss_obj: 0.3868, loss: 1.9357 2023-02-24 20:47:09,038 - mmdet - INFO - Epoch [92][1000/1111] lr: 7.915e-03, eta: 1 day, 15:35:44, time: 0.567, data_time: 0.033, memory: 27319, loss_cls: 0.3584, loss_bbox: 1.1532, loss_obj: 0.3622, loss: 1.8738 2023-02-24 20:47:39,096 - mmdet - INFO - Epoch [92][1050/1111] lr: 7.913e-03, eta: 1 day, 15:35:11, time: 0.601, data_time: 0.033, memory: 27319, loss_cls: 0.3567, loss_bbox: 1.1349, loss_obj: 0.3487, loss: 1.8403 2023-02-24 20:48:01,565 - mmdet - INFO - Epoch [92][1100/1111] lr: 7.912e-03, eta: 1 day, 15:34:22, time: 0.449, data_time: 0.031, memory: 27319, loss_cls: 0.3690, loss_bbox: 1.2059, loss_obj: 0.3635, loss: 1.9384 2023-02-24 20:48:59,572 - mmdet - INFO - Epoch [93][50/1111] lr: 7.909e-03, eta: 1 day, 15:34:13, time: 1.006, data_time: 0.237, memory: 27319, loss_cls: 0.3554, loss_bbox: 1.1294, loss_obj: 0.3542, loss: 1.8390 2023-02-24 20:49:31,608 - mmdet - INFO - Epoch [93][100/1111] lr: 7.907e-03, eta: 1 day, 15:33:45, time: 0.641, data_time: 0.027, memory: 27319, loss_cls: 0.3585, loss_bbox: 1.1424, loss_obj: 0.3628, loss: 1.8636 2023-02-24 20:50:02,210 - mmdet - INFO - Epoch [93][150/1111] lr: 7.905e-03, eta: 1 day, 15:33:13, time: 0.612, data_time: 0.031, memory: 27319, loss_cls: 0.3584, loss_bbox: 1.1449, loss_obj: 0.3572, loss: 1.8606 2023-02-24 20:50:34,010 - mmdet - INFO - Epoch [93][200/1111] lr: 7.903e-03, eta: 1 day, 15:32:45, time: 0.636, data_time: 0.029, memory: 27319, loss_cls: 0.3569, loss_bbox: 1.1410, loss_obj: 0.3649, loss: 1.8628 2023-02-24 20:51:06,149 - mmdet - INFO - Epoch [93][250/1111] lr: 7.901e-03, eta: 1 day, 15:32:17, time: 0.643, data_time: 0.028, memory: 27319, loss_cls: 0.3538, loss_bbox: 1.1237, loss_obj: 0.3512, loss: 1.8287 2023-02-24 20:51:38,947 - mmdet - INFO - Epoch [93][300/1111] lr: 7.899e-03, eta: 1 day, 15:31:50, time: 0.656, data_time: 0.027, memory: 27319, loss_cls: 0.3589, loss_bbox: 1.1420, loss_obj: 0.3624, loss: 1.8632 2023-02-24 20:52:07,370 - mmdet - INFO - Epoch [93][350/1111] lr: 7.897e-03, eta: 1 day, 15:31:14, time: 0.568, data_time: 0.039, memory: 27319, loss_cls: 0.3619, loss_bbox: 1.1610, loss_obj: 0.3518, loss: 1.8748 2023-02-24 20:52:34,236 - mmdet - INFO - Epoch [93][400/1111] lr: 7.895e-03, eta: 1 day, 15:30:34, time: 0.537, data_time: 0.032, memory: 27319, loss_cls: 0.3597, loss_bbox: 1.1537, loss_obj: 0.3510, loss: 1.8644 2023-02-24 20:53:03,428 - mmdet - INFO - Epoch [93][450/1111] lr: 7.893e-03, eta: 1 day, 15:30:00, time: 0.584, data_time: 0.028, memory: 27319, loss_cls: 0.3595, loss_bbox: 1.1557, loss_obj: 0.3613, loss: 1.8766 2023-02-24 20:53:36,836 - mmdet - INFO - Epoch [93][500/1111] lr: 7.891e-03, eta: 1 day, 15:29:35, time: 0.668, data_time: 0.029, memory: 27319, loss_cls: 0.3538, loss_bbox: 1.1163, loss_obj: 0.3643, loss: 1.8344 2023-02-24 20:54:04,812 - mmdet - INFO - Epoch [93][550/1111] lr: 7.889e-03, eta: 1 day, 15:28:58, time: 0.559, data_time: 0.038, memory: 27319, loss_cls: 0.3677, loss_bbox: 1.1978, loss_obj: 0.3798, loss: 1.9453 2023-02-24 20:54:31,077 - mmdet - INFO - Epoch [93][600/1111] lr: 7.887e-03, eta: 1 day, 15:28:17, time: 0.525, data_time: 0.039, memory: 27319, loss_cls: 0.3644, loss_bbox: 1.1718, loss_obj: 0.3547, loss: 1.8908 2023-02-24 20:54:58,101 - mmdet - INFO - Epoch [93][650/1111] lr: 7.885e-03, eta: 1 day, 15:27:37, time: 0.540, data_time: 0.026, memory: 27319, loss_cls: 0.3553, loss_bbox: 1.1305, loss_obj: 0.3459, loss: 1.8316 2023-02-24 20:55:28,119 - mmdet - INFO - Epoch [93][700/1111] lr: 7.883e-03, eta: 1 day, 15:27:05, time: 0.600, data_time: 0.030, memory: 27319, loss_cls: 0.3633, loss_bbox: 1.1692, loss_obj: 0.3700, loss: 1.9025 2023-02-24 20:56:01,131 - mmdet - INFO - Epoch [93][750/1111] lr: 7.881e-03, eta: 1 day, 15:26:39, time: 0.660, data_time: 0.028, memory: 27319, loss_cls: 0.3533, loss_bbox: 1.1216, loss_obj: 0.3513, loss: 1.8262 2023-02-24 20:56:30,767 - mmdet - INFO - Epoch [93][800/1111] lr: 7.879e-03, eta: 1 day, 15:26:05, time: 0.593, data_time: 0.030, memory: 27319, loss_cls: 0.3567, loss_bbox: 1.1374, loss_obj: 0.3604, loss: 1.8545 2023-02-24 20:57:00,670 - mmdet - INFO - Epoch [93][850/1111] lr: 7.877e-03, eta: 1 day, 15:25:32, time: 0.598, data_time: 0.033, memory: 27319, loss_cls: 0.3571, loss_bbox: 1.1407, loss_obj: 0.3695, loss: 1.8674 2023-02-24 20:57:26,758 - mmdet - INFO - Epoch [93][900/1111] lr: 7.875e-03, eta: 1 day, 15:24:51, time: 0.522, data_time: 0.033, memory: 27319, loss_cls: 0.3584, loss_bbox: 1.1518, loss_obj: 0.3580, loss: 1.8682 2023-02-24 20:57:57,286 - mmdet - INFO - Epoch [93][950/1111] lr: 7.873e-03, eta: 1 day, 15:24:19, time: 0.610, data_time: 0.032, memory: 27319, loss_cls: 0.3530, loss_bbox: 1.1251, loss_obj: 0.3454, loss: 1.8235 2023-02-24 20:58:27,795 - mmdet - INFO - Epoch [93][1000/1111] lr: 7.871e-03, eta: 1 day, 15:23:48, time: 0.610, data_time: 0.028, memory: 27319, loss_cls: 0.3594, loss_bbox: 1.1543, loss_obj: 0.3693, loss: 1.8830 2023-02-24 20:58:53,790 - mmdet - INFO - Epoch [93][1050/1111] lr: 7.869e-03, eta: 1 day, 15:23:06, time: 0.520, data_time: 0.038, memory: 27319, loss_cls: 0.3646, loss_bbox: 1.1857, loss_obj: 0.3663, loss: 1.9166 2023-02-24 20:59:18,403 - mmdet - INFO - Epoch [93][1100/1111] lr: 7.867e-03, eta: 1 day, 15:22:22, time: 0.492, data_time: 0.028, memory: 27319, loss_cls: 0.3688, loss_bbox: 1.1964, loss_obj: 0.3648, loss: 1.9300 2023-02-24 21:00:15,703 - mmdet - INFO - Epoch [94][50/1111] lr: 7.865e-03, eta: 1 day, 15:22:11, time: 0.991, data_time: 0.275, memory: 27319, loss_cls: 0.3554, loss_bbox: 1.1303, loss_obj: 0.3560, loss: 1.8418 2023-02-24 21:00:47,761 - mmdet - INFO - Epoch [94][100/1111] lr: 7.863e-03, eta: 1 day, 15:21:43, time: 0.641, data_time: 0.026, memory: 27319, loss_cls: 0.3619, loss_bbox: 1.1573, loss_obj: 0.3562, loss: 1.8754 2023-02-24 21:01:18,897 - mmdet - INFO - Epoch [94][150/1111] lr: 7.861e-03, eta: 1 day, 15:21:12, time: 0.623, data_time: 0.032, memory: 27319, loss_cls: 0.3581, loss_bbox: 1.1414, loss_obj: 0.3533, loss: 1.8527 2023-02-24 21:01:51,030 - mmdet - INFO - Epoch [94][200/1111] lr: 7.859e-03, eta: 1 day, 15:20:45, time: 0.643, data_time: 0.026, memory: 27319, loss_cls: 0.3509, loss_bbox: 1.1038, loss_obj: 0.3421, loss: 1.7968 2023-02-24 21:02:17,762 - mmdet - INFO - Epoch [94][250/1111] lr: 7.857e-03, eta: 1 day, 15:20:05, time: 0.535, data_time: 0.033, memory: 27319, loss_cls: 0.3670, loss_bbox: 1.1889, loss_obj: 0.3599, loss: 1.9158 2023-02-24 21:02:46,322 - mmdet - INFO - Epoch [94][300/1111] lr: 7.855e-03, eta: 1 day, 15:19:29, time: 0.571, data_time: 0.031, memory: 27319, loss_cls: 0.3647, loss_bbox: 1.1778, loss_obj: 0.3650, loss: 1.9076 2023-02-24 21:03:14,096 - mmdet - INFO - Epoch [94][350/1111] lr: 7.853e-03, eta: 1 day, 15:18:51, time: 0.555, data_time: 0.028, memory: 27319, loss_cls: 0.3557, loss_bbox: 1.1361, loss_obj: 0.3578, loss: 1.8496 2023-02-24 21:03:40,325 - mmdet - INFO - Epoch [94][400/1111] lr: 7.851e-03, eta: 1 day, 15:18:10, time: 0.524, data_time: 0.038, memory: 27319, loss_cls: 0.3613, loss_bbox: 1.1651, loss_obj: 0.3631, loss: 1.8894 2023-02-24 21:04:09,743 - mmdet - INFO - Epoch [94][450/1111] lr: 7.849e-03, eta: 1 day, 15:17:36, time: 0.589, data_time: 0.030, memory: 27319, loss_cls: 0.3517, loss_bbox: 1.1132, loss_obj: 0.3509, loss: 1.8158 2023-02-24 21:04:38,098 - mmdet - INFO - Epoch [94][500/1111] lr: 7.847e-03, eta: 1 day, 15:17:00, time: 0.567, data_time: 0.034, memory: 27319, loss_cls: 0.3638, loss_bbox: 1.1728, loss_obj: 0.3546, loss: 1.8912 2023-02-24 21:05:11,906 - mmdet - INFO - Epoch [94][550/1111] lr: 7.845e-03, eta: 1 day, 15:16:36, time: 0.676, data_time: 0.028, memory: 27319, loss_cls: 0.3592, loss_bbox: 1.1413, loss_obj: 0.3697, loss: 1.8702 2023-02-24 21:05:44,314 - mmdet - INFO - Epoch [94][600/1111] lr: 7.843e-03, eta: 1 day, 15:16:09, time: 0.648, data_time: 0.032, memory: 27319, loss_cls: 0.3516, loss_bbox: 1.1099, loss_obj: 0.3517, loss: 1.8133 2023-02-24 21:06:13,731 - mmdet - INFO - Epoch [94][650/1111] lr: 7.841e-03, eta: 1 day, 15:15:35, time: 0.589, data_time: 0.029, memory: 27319, loss_cls: 0.3585, loss_bbox: 1.1467, loss_obj: 0.3567, loss: 1.8619 2023-02-24 21:06:44,466 - mmdet - INFO - Epoch [94][700/1111] lr: 7.839e-03, eta: 1 day, 15:15:04, time: 0.615, data_time: 0.025, memory: 27319, loss_cls: 0.3570, loss_bbox: 1.1447, loss_obj: 0.3552, loss: 1.8568 2023-02-24 21:07:12,083 - mmdet - INFO - Epoch [94][750/1111] lr: 7.837e-03, eta: 1 day, 15:14:26, time: 0.552, data_time: 0.034, memory: 27319, loss_cls: 0.3649, loss_bbox: 1.1839, loss_obj: 0.3681, loss: 1.9168 2023-02-24 21:07:41,953 - mmdet - INFO - Epoch [94][800/1111] lr: 7.835e-03, eta: 1 day, 15:13:53, time: 0.597, data_time: 0.032, memory: 27319, loss_cls: 0.3601, loss_bbox: 1.1536, loss_obj: 0.3572, loss: 1.8708 2023-02-24 21:08:10,596 - mmdet - INFO - Epoch [94][850/1111] lr: 7.833e-03, eta: 1 day, 15:13:17, time: 0.573, data_time: 0.036, memory: 27319, loss_cls: 0.3642, loss_bbox: 1.1771, loss_obj: 0.3612, loss: 1.9025 2023-02-24 21:08:40,201 - mmdet - INFO - Epoch [94][900/1111] lr: 7.831e-03, eta: 1 day, 15:12:44, time: 0.592, data_time: 0.034, memory: 27319, loss_cls: 0.3566, loss_bbox: 1.1423, loss_obj: 0.3589, loss: 1.8578 2023-02-24 21:09:13,353 - mmdet - INFO - Epoch [94][950/1111] lr: 7.829e-03, eta: 1 day, 15:12:18, time: 0.663, data_time: 0.026, memory: 27319, loss_cls: 0.3549, loss_bbox: 1.1233, loss_obj: 0.3488, loss: 1.8270 2023-02-24 21:09:43,793 - mmdet - INFO - Epoch [94][1000/1111] lr: 7.827e-03, eta: 1 day, 15:11:47, time: 0.609, data_time: 0.029, memory: 27319, loss_cls: 0.3582, loss_bbox: 1.1393, loss_obj: 0.3536, loss: 1.8511 2023-02-24 21:10:14,309 - mmdet - INFO - Epoch [94][1050/1111] lr: 7.825e-03, eta: 1 day, 15:11:15, time: 0.610, data_time: 0.029, memory: 27319, loss_cls: 0.3591, loss_bbox: 1.1533, loss_obj: 0.3626, loss: 1.8750 2023-02-24 21:10:46,390 - mmdet - INFO - Epoch [94][1100/1111] lr: 7.823e-03, eta: 1 day, 15:10:47, time: 0.642, data_time: 0.027, memory: 27319, loss_cls: 0.3559, loss_bbox: 1.1308, loss_obj: 0.3589, loss: 1.8457 2023-02-24 21:11:43,783 - mmdet - INFO - Epoch [95][50/1111] lr: 7.820e-03, eta: 1 day, 15:10:37, time: 1.005, data_time: 0.266, memory: 27319, loss_cls: 0.3492, loss_bbox: 1.1008, loss_obj: 0.3329, loss: 1.7828 2023-02-24 21:12:18,510 - mmdet - INFO - Epoch [95][100/1111] lr: 7.818e-03, eta: 1 day, 15:10:15, time: 0.695, data_time: 0.026, memory: 27319, loss_cls: 0.3517, loss_bbox: 1.1112, loss_obj: 0.3498, loss: 1.8127 2023-02-24 21:12:50,176 - mmdet - INFO - Epoch [95][150/1111] lr: 7.816e-03, eta: 1 day, 15:09:46, time: 0.633, data_time: 0.029, memory: 27319, loss_cls: 0.3579, loss_bbox: 1.1405, loss_obj: 0.3428, loss: 1.8412 2023-02-24 21:13:20,431 - mmdet - INFO - Epoch [95][200/1111] lr: 7.814e-03, eta: 1 day, 15:09:14, time: 0.605, data_time: 0.029, memory: 27319, loss_cls: 0.3565, loss_bbox: 1.1410, loss_obj: 0.3631, loss: 1.8606 2023-02-24 21:13:52,400 - mmdet - INFO - Epoch [95][250/1111] lr: 7.812e-03, eta: 1 day, 15:08:46, time: 0.640, data_time: 0.030, memory: 27319, loss_cls: 0.3552, loss_bbox: 1.1350, loss_obj: 0.3706, loss: 1.8608 2023-02-24 21:14:21,802 - mmdet - INFO - Epoch [95][300/1111] lr: 7.810e-03, eta: 1 day, 15:08:12, time: 0.588, data_time: 0.029, memory: 27319, loss_cls: 0.3592, loss_bbox: 1.1560, loss_obj: 0.3661, loss: 1.8813 2023-02-24 21:14:53,712 - mmdet - INFO - Epoch [95][350/1111] lr: 7.808e-03, eta: 1 day, 15:07:43, time: 0.638, data_time: 0.035, memory: 27319, loss_cls: 0.3613, loss_bbox: 1.1557, loss_obj: 0.3608, loss: 1.8778 2023-02-24 21:15:25,268 - mmdet - INFO - Epoch [95][400/1111] lr: 7.806e-03, eta: 1 day, 15:07:14, time: 0.631, data_time: 0.025, memory: 27319, loss_cls: 0.3581, loss_bbox: 1.1400, loss_obj: 0.3573, loss: 1.8553 2023-02-24 21:15:55,328 - mmdet - INFO - Epoch [95][450/1111] lr: 7.804e-03, eta: 1 day, 15:06:42, time: 0.601, data_time: 0.032, memory: 27319, loss_cls: 0.3561, loss_bbox: 1.1346, loss_obj: 0.3500, loss: 1.8408 2023-02-24 21:16:22,903 - mmdet - INFO - Epoch [95][500/1111] lr: 7.802e-03, eta: 1 day, 15:06:04, time: 0.552, data_time: 0.035, memory: 27319, loss_cls: 0.3627, loss_bbox: 1.1712, loss_obj: 0.3638, loss: 1.8977 2023-02-24 21:16:53,500 - mmdet - INFO - Epoch [95][550/1111] lr: 7.800e-03, eta: 1 day, 15:05:32, time: 0.612, data_time: 0.026, memory: 27319, loss_cls: 0.3582, loss_bbox: 1.1385, loss_obj: 0.3361, loss: 1.8328 2023-02-24 21:17:27,385 - mmdet - INFO - Epoch [95][600/1111] lr: 7.798e-03, eta: 1 day, 15:05:08, time: 0.678, data_time: 0.031, memory: 27319, loss_cls: 0.3546, loss_bbox: 1.1296, loss_obj: 0.3459, loss: 1.8301 2023-02-24 21:17:55,386 - mmdet - INFO - Epoch [95][650/1111] lr: 7.796e-03, eta: 1 day, 15:04:31, time: 0.560, data_time: 0.034, memory: 27319, loss_cls: 0.3551, loss_bbox: 1.1336, loss_obj: 0.3523, loss: 1.8410 2023-02-24 21:18:28,815 - mmdet - INFO - Epoch [95][700/1111] lr: 7.794e-03, eta: 1 day, 15:04:06, time: 0.669, data_time: 0.029, memory: 27319, loss_cls: 0.3549, loss_bbox: 1.1287, loss_obj: 0.3603, loss: 1.8439 2023-02-24 21:18:59,366 - mmdet - INFO - Epoch [95][750/1111] lr: 7.792e-03, eta: 1 day, 15:03:35, time: 0.611, data_time: 0.025, memory: 27319, loss_cls: 0.3590, loss_bbox: 1.1479, loss_obj: 0.3520, loss: 1.8590 2023-02-24 21:19:28,978 - mmdet - INFO - Epoch [95][800/1111] lr: 7.790e-03, eta: 1 day, 15:03:01, time: 0.592, data_time: 0.032, memory: 27319, loss_cls: 0.3567, loss_bbox: 1.1362, loss_obj: 0.3527, loss: 1.8457 2023-02-24 21:19:57,369 - mmdet - INFO - Epoch [95][850/1111] lr: 7.788e-03, eta: 1 day, 15:02:25, time: 0.568, data_time: 0.032, memory: 27319, loss_cls: 0.3614, loss_bbox: 1.1644, loss_obj: 0.3535, loss: 1.8793 2023-02-24 21:20:26,721 - mmdet - INFO - Epoch [95][900/1111] lr: 7.786e-03, eta: 1 day, 15:01:51, time: 0.587, data_time: 0.029, memory: 27319, loss_cls: 0.3587, loss_bbox: 1.1506, loss_obj: 0.3483, loss: 1.8576 2023-02-24 21:20:55,424 - mmdet - INFO - Epoch [95][950/1111] lr: 7.784e-03, eta: 1 day, 15:01:16, time: 0.574, data_time: 0.034, memory: 27319, loss_cls: 0.3560, loss_bbox: 1.1380, loss_obj: 0.3528, loss: 1.8468 2023-02-24 21:21:25,851 - mmdet - INFO - Epoch [95][1000/1111] lr: 7.782e-03, eta: 1 day, 15:00:44, time: 0.608, data_time: 0.032, memory: 27319, loss_cls: 0.3570, loss_bbox: 1.1387, loss_obj: 0.3555, loss: 1.8512 2023-02-24 21:21:57,079 - mmdet - INFO - Epoch [95][1050/1111] lr: 7.780e-03, eta: 1 day, 15:00:14, time: 0.625, data_time: 0.031, memory: 27319, loss_cls: 0.3524, loss_bbox: 1.1131, loss_obj: 0.3413, loss: 1.8068 2023-02-24 21:22:29,770 - mmdet - INFO - Epoch [95][1100/1111] lr: 7.778e-03, eta: 1 day, 14:59:47, time: 0.654, data_time: 0.022, memory: 27319, loss_cls: 0.3522, loss_bbox: 1.1145, loss_obj: 0.3382, loss: 1.8049 2023-02-24 21:23:29,118 - mmdet - INFO - Epoch [96][50/1111] lr: 7.775e-03, eta: 1 day, 14:59:43, time: 1.059, data_time: 0.292, memory: 27319, loss_cls: 0.3478, loss_bbox: 1.0881, loss_obj: 0.3264, loss: 1.7624 2023-02-24 21:23:57,249 - mmdet - INFO - Epoch [96][100/1111] lr: 7.773e-03, eta: 1 day, 14:59:06, time: 0.563, data_time: 0.035, memory: 27319, loss_cls: 0.3625, loss_bbox: 1.1733, loss_obj: 0.3675, loss: 1.9032 2023-02-24 21:24:28,336 - mmdet - INFO - Epoch [96][150/1111] lr: 7.771e-03, eta: 1 day, 14:58:36, time: 0.622, data_time: 0.029, memory: 27319, loss_cls: 0.3521, loss_bbox: 1.1178, loss_obj: 0.3464, loss: 1.8162 2023-02-24 21:24:59,937 - mmdet - INFO - Epoch [96][200/1111] lr: 7.769e-03, eta: 1 day, 14:58:07, time: 0.632, data_time: 0.025, memory: 27319, loss_cls: 0.3495, loss_bbox: 1.1059, loss_obj: 0.3403, loss: 1.7957 2023-02-24 21:25:29,818 - mmdet - INFO - Epoch [96][250/1111] lr: 7.767e-03, eta: 1 day, 14:57:34, time: 0.598, data_time: 0.030, memory: 27319, loss_cls: 0.3555, loss_bbox: 1.1313, loss_obj: 0.3572, loss: 1.8441 2023-02-24 21:26:02,085 - mmdet - INFO - Epoch [96][300/1111] lr: 7.765e-03, eta: 1 day, 14:57:06, time: 0.645, data_time: 0.025, memory: 27319, loss_cls: 0.3595, loss_bbox: 1.1459, loss_obj: 0.3625, loss: 1.8679 2023-02-24 21:26:29,935 - mmdet - INFO - Epoch [96][350/1111] lr: 7.763e-03, eta: 1 day, 14:56:29, time: 0.557, data_time: 0.032, memory: 27319, loss_cls: 0.3576, loss_bbox: 1.1440, loss_obj: 0.3552, loss: 1.8568 2023-02-24 21:26:56,206 - mmdet - INFO - Epoch [96][400/1111] lr: 7.761e-03, eta: 1 day, 14:55:48, time: 0.525, data_time: 0.035, memory: 27319, loss_cls: 0.3589, loss_bbox: 1.1613, loss_obj: 0.3534, loss: 1.8736 2023-02-24 21:27:27,184 - mmdet - INFO - Epoch [96][450/1111] lr: 7.759e-03, eta: 1 day, 14:55:18, time: 0.619, data_time: 0.026, memory: 27319, loss_cls: 0.3547, loss_bbox: 1.1326, loss_obj: 0.3719, loss: 1.8592 2023-02-24 21:27:56,978 - mmdet - INFO - Epoch [96][500/1111] lr: 7.757e-03, eta: 1 day, 14:54:45, time: 0.596, data_time: 0.034, memory: 27319, loss_cls: 0.3591, loss_bbox: 1.1526, loss_obj: 0.3566, loss: 1.8683 2023-02-24 21:28:24,259 - mmdet - INFO - Epoch [96][550/1111] lr: 7.755e-03, eta: 1 day, 14:54:06, time: 0.546, data_time: 0.032, memory: 27319, loss_cls: 0.3579, loss_bbox: 1.1462, loss_obj: 0.3534, loss: 1.8574 2023-02-24 21:28:53,290 - mmdet - INFO - Epoch [96][600/1111] lr: 7.753e-03, eta: 1 day, 14:53:32, time: 0.581, data_time: 0.034, memory: 27319, loss_cls: 0.3632, loss_bbox: 1.1673, loss_obj: 0.3616, loss: 1.8921 2023-02-24 21:29:24,923 - mmdet - INFO - Epoch [96][650/1111] lr: 7.751e-03, eta: 1 day, 14:53:03, time: 0.633, data_time: 0.029, memory: 27319, loss_cls: 0.3501, loss_bbox: 1.1056, loss_obj: 0.3402, loss: 1.7959 2023-02-24 21:29:54,942 - mmdet - INFO - Epoch [96][700/1111] lr: 7.749e-03, eta: 1 day, 14:52:30, time: 0.600, data_time: 0.028, memory: 27319, loss_cls: 0.3517, loss_bbox: 1.1140, loss_obj: 0.3436, loss: 1.8094 2023-02-24 21:30:27,501 - mmdet - INFO - Epoch [96][750/1111] lr: 7.747e-03, eta: 1 day, 14:52:03, time: 0.651, data_time: 0.026, memory: 27319, loss_cls: 0.3516, loss_bbox: 1.1150, loss_obj: 0.3554, loss: 1.8220 2023-02-24 21:30:55,757 - mmdet - INFO - Epoch [96][800/1111] lr: 7.745e-03, eta: 1 day, 14:51:27, time: 0.565, data_time: 0.035, memory: 27319, loss_cls: 0.3633, loss_bbox: 1.1684, loss_obj: 0.3690, loss: 1.9007 2023-02-24 21:31:27,658 - mmdet - INFO - Epoch [96][850/1111] lr: 7.743e-03, eta: 1 day, 14:50:58, time: 0.638, data_time: 0.029, memory: 27319, loss_cls: 0.3492, loss_bbox: 1.1034, loss_obj: 0.3439, loss: 1.7966 2023-02-24 21:31:57,998 - mmdet - INFO - Epoch [96][900/1111] lr: 7.740e-03, eta: 1 day, 14:50:26, time: 0.607, data_time: 0.028, memory: 27319, loss_cls: 0.3558, loss_bbox: 1.1292, loss_obj: 0.3416, loss: 1.8266 2023-02-24 21:32:27,819 - mmdet - INFO - Epoch [96][950/1111] lr: 7.738e-03, eta: 1 day, 14:49:54, time: 0.596, data_time: 0.030, memory: 27319, loss_cls: 0.3605, loss_bbox: 1.1554, loss_obj: 0.3628, loss: 1.8787 2023-02-24 21:32:54,770 - mmdet - INFO - Epoch [96][1000/1111] lr: 7.736e-03, eta: 1 day, 14:49:14, time: 0.539, data_time: 0.034, memory: 27319, loss_cls: 0.3591, loss_bbox: 1.1502, loss_obj: 0.3500, loss: 1.8593 2023-02-24 21:33:21,434 - mmdet - INFO - Epoch [96][1050/1111] lr: 7.734e-03, eta: 1 day, 14:48:35, time: 0.533, data_time: 0.030, memory: 27319, loss_cls: 0.3567, loss_bbox: 1.1429, loss_obj: 0.3454, loss: 1.8450 2023-02-24 21:33:47,657 - mmdet - INFO - Epoch [96][1100/1111] lr: 7.732e-03, eta: 1 day, 14:47:54, time: 0.524, data_time: 0.029, memory: 27319, loss_cls: 0.3596, loss_bbox: 1.1572, loss_obj: 0.3632, loss: 1.8800 2023-02-24 21:34:44,409 - mmdet - INFO - Epoch [97][50/1111] lr: 7.730e-03, eta: 1 day, 14:47:40, time: 0.971, data_time: 0.277, memory: 27319, loss_cls: 0.3583, loss_bbox: 1.1411, loss_obj: 0.3529, loss: 1.8523 2023-02-24 21:35:14,557 - mmdet - INFO - Epoch [97][100/1111] lr: 7.728e-03, eta: 1 day, 14:47:08, time: 0.603, data_time: 0.029, memory: 27319, loss_cls: 0.3568, loss_bbox: 1.1408, loss_obj: 0.3537, loss: 1.8513 2023-02-24 21:35:42,888 - mmdet - INFO - Epoch [97][150/1111] lr: 7.726e-03, eta: 1 day, 14:46:32, time: 0.567, data_time: 0.028, memory: 27319, loss_cls: 0.3611, loss_bbox: 1.1636, loss_obj: 0.3703, loss: 1.8950 2023-02-24 21:36:15,346 - mmdet - INFO - Epoch [97][200/1111] lr: 7.724e-03, eta: 1 day, 14:46:04, time: 0.649, data_time: 0.030, memory: 27319, loss_cls: 0.3532, loss_bbox: 1.1218, loss_obj: 0.3480, loss: 1.8229 2023-02-24 21:36:44,185 - mmdet - INFO - Epoch [97][250/1111] lr: 7.722e-03, eta: 1 day, 14:45:29, time: 0.576, data_time: 0.035, memory: 27319, loss_cls: 0.3584, loss_bbox: 1.1480, loss_obj: 0.3491, loss: 1.8555 2023-02-24 21:37:13,500 - mmdet - INFO - Epoch [97][300/1111] lr: 7.720e-03, eta: 1 day, 14:44:55, time: 0.586, data_time: 0.029, memory: 27319, loss_cls: 0.3573, loss_bbox: 1.1430, loss_obj: 0.3586, loss: 1.8589 2023-02-24 21:37:40,928 - mmdet - INFO - Epoch [97][350/1111] lr: 7.718e-03, eta: 1 day, 14:44:17, time: 0.548, data_time: 0.031, memory: 27319, loss_cls: 0.3572, loss_bbox: 1.1416, loss_obj: 0.3476, loss: 1.8464 2023-02-24 21:38:10,300 - mmdet - INFO - Epoch [97][400/1111] lr: 7.715e-03, eta: 1 day, 14:43:43, time: 0.587, data_time: 0.031, memory: 27319, loss_cls: 0.3482, loss_bbox: 1.0994, loss_obj: 0.3366, loss: 1.7842 2023-02-24 21:38:41,047 - mmdet - INFO - Epoch [97][450/1111] lr: 7.713e-03, eta: 1 day, 14:43:12, time: 0.615, data_time: 0.027, memory: 27319, loss_cls: 0.3524, loss_bbox: 1.1113, loss_obj: 0.3368, loss: 1.8006 2023-02-24 21:39:13,456 - mmdet - INFO - Epoch [97][500/1111] lr: 7.711e-03, eta: 1 day, 14:42:45, time: 0.648, data_time: 0.027, memory: 27319, loss_cls: 0.3510, loss_bbox: 1.1140, loss_obj: 0.3452, loss: 1.8102 2023-02-24 21:39:46,424 - mmdet - INFO - Epoch [97][550/1111] lr: 7.709e-03, eta: 1 day, 14:42:19, time: 0.659, data_time: 0.028, memory: 27319, loss_cls: 0.3510, loss_bbox: 1.1098, loss_obj: 0.3365, loss: 1.7973 2023-02-24 21:40:17,387 - mmdet - INFO - Epoch [97][600/1111] lr: 7.707e-03, eta: 1 day, 14:41:48, time: 0.619, data_time: 0.031, memory: 27319, loss_cls: 0.3564, loss_bbox: 1.1356, loss_obj: 0.3404, loss: 1.8324 2023-02-24 21:40:45,088 - mmdet - INFO - Epoch [97][650/1111] lr: 7.705e-03, eta: 1 day, 14:41:11, time: 0.554, data_time: 0.035, memory: 27319, loss_cls: 0.3608, loss_bbox: 1.1600, loss_obj: 0.3480, loss: 1.8688 2023-02-24 21:41:15,535 - mmdet - INFO - Epoch [97][700/1111] lr: 7.703e-03, eta: 1 day, 14:40:39, time: 0.609, data_time: 0.026, memory: 27319, loss_cls: 0.3601, loss_bbox: 1.1486, loss_obj: 0.3637, loss: 1.8725 2023-02-24 21:41:48,570 - mmdet - INFO - Epoch [97][750/1111] lr: 7.701e-03, eta: 1 day, 14:40:13, time: 0.661, data_time: 0.033, memory: 27319, loss_cls: 0.3517, loss_bbox: 1.1150, loss_obj: 0.3549, loss: 1.8215 2023-02-24 21:42:14,472 - mmdet - INFO - Epoch [97][800/1111] lr: 7.699e-03, eta: 1 day, 14:39:32, time: 0.518, data_time: 0.041, memory: 27319, loss_cls: 0.3627, loss_bbox: 1.1685, loss_obj: 0.3569, loss: 1.8881 2023-02-24 21:42:43,237 - mmdet - INFO - Epoch [97][850/1111] lr: 7.697e-03, eta: 1 day, 14:38:57, time: 0.575, data_time: 0.028, memory: 27319, loss_cls: 0.3569, loss_bbox: 1.1416, loss_obj: 0.3530, loss: 1.8514 2023-02-24 21:43:12,626 - mmdet - INFO - Epoch [97][900/1111] lr: 7.695e-03, eta: 1 day, 14:38:23, time: 0.588, data_time: 0.031, memory: 27319, loss_cls: 0.3560, loss_bbox: 1.1335, loss_obj: 0.3485, loss: 1.8380 2023-02-24 21:43:43,223 - mmdet - INFO - Epoch [97][950/1111] lr: 7.693e-03, eta: 1 day, 14:37:52, time: 0.612, data_time: 0.031, memory: 27319, loss_cls: 0.3580, loss_bbox: 1.1460, loss_obj: 0.3634, loss: 1.8674 2023-02-24 21:44:16,803 - mmdet - INFO - Epoch [97][1000/1111] lr: 7.691e-03, eta: 1 day, 14:37:27, time: 0.671, data_time: 0.029, memory: 27319, loss_cls: 0.3539, loss_bbox: 1.1276, loss_obj: 0.3520, loss: 1.8336 2023-02-24 21:44:46,732 - mmdet - INFO - Epoch [97][1050/1111] lr: 7.689e-03, eta: 1 day, 14:36:54, time: 0.599, data_time: 0.026, memory: 27319, loss_cls: 0.3533, loss_bbox: 1.1239, loss_obj: 0.3488, loss: 1.8261 2023-02-24 21:45:16,209 - mmdet - INFO - Epoch [97][1100/1111] lr: 7.687e-03, eta: 1 day, 14:36:20, time: 0.590, data_time: 0.024, memory: 27319, loss_cls: 0.3576, loss_bbox: 1.1377, loss_obj: 0.3455, loss: 1.8408 2023-02-24 21:46:06,841 - mmdet - INFO - Epoch [98][50/1111] lr: 7.684e-03, eta: 1 day, 14:36:00, time: 0.916, data_time: 0.266, memory: 27319, loss_cls: 0.3590, loss_bbox: 1.1459, loss_obj: 0.3434, loss: 1.8483 2023-02-24 21:46:38,625 - mmdet - INFO - Epoch [98][100/1111] lr: 7.682e-03, eta: 1 day, 14:35:31, time: 0.636, data_time: 0.032, memory: 27319, loss_cls: 0.3571, loss_bbox: 1.1432, loss_obj: 0.3531, loss: 1.8534 2023-02-24 21:47:11,978 - mmdet - INFO - Epoch [98][150/1111] lr: 7.680e-03, eta: 1 day, 14:35:06, time: 0.667, data_time: 0.026, memory: 27319, loss_cls: 0.3524, loss_bbox: 1.1147, loss_obj: 0.3416, loss: 1.8086 2023-02-24 21:47:43,171 - mmdet - INFO - Epoch [98][200/1111] lr: 7.678e-03, eta: 1 day, 14:34:36, time: 0.624, data_time: 0.028, memory: 27319, loss_cls: 0.3493, loss_bbox: 1.1035, loss_obj: 0.3318, loss: 1.7846 2023-02-24 21:48:15,168 - mmdet - INFO - Epoch [98][250/1111] lr: 7.676e-03, eta: 1 day, 14:34:07, time: 0.640, data_time: 0.031, memory: 27319, loss_cls: 0.3504, loss_bbox: 1.1084, loss_obj: 0.3462, loss: 1.8050 2023-02-24 21:48:43,179 - mmdet - INFO - Epoch [98][300/1111] lr: 7.674e-03, eta: 1 day, 14:33:31, time: 0.560, data_time: 0.030, memory: 27319, loss_cls: 0.3576, loss_bbox: 1.1434, loss_obj: 0.3530, loss: 1.8541 2023-02-24 21:49:13,201 - mmdet - INFO - Epoch [98][350/1111] lr: 7.672e-03, eta: 1 day, 14:32:58, time: 0.600, data_time: 0.032, memory: 27319, loss_cls: 0.3567, loss_bbox: 1.1373, loss_obj: 0.3549, loss: 1.8488 2023-02-24 21:49:43,660 - mmdet - INFO - Epoch [98][400/1111] lr: 7.670e-03, eta: 1 day, 14:32:27, time: 0.609, data_time: 0.030, memory: 27319, loss_cls: 0.3555, loss_bbox: 1.1352, loss_obj: 0.3593, loss: 1.8499 2023-02-24 21:50:12,575 - mmdet - INFO - Epoch [98][450/1111] lr: 7.668e-03, eta: 1 day, 14:31:52, time: 0.578, data_time: 0.029, memory: 27319, loss_cls: 0.3540, loss_bbox: 1.1206, loss_obj: 0.3462, loss: 1.8209 2023-02-24 21:50:40,517 - mmdet - INFO - Epoch [98][500/1111] lr: 7.666e-03, eta: 1 day, 14:31:15, time: 0.558, data_time: 0.033, memory: 27319, loss_cls: 0.3521, loss_bbox: 1.1244, loss_obj: 0.3449, loss: 1.8215 2023-02-24 21:51:10,543 - mmdet - INFO - Epoch [98][550/1111] lr: 7.664e-03, eta: 1 day, 14:30:43, time: 0.601, data_time: 0.030, memory: 27319, loss_cls: 0.3503, loss_bbox: 1.1102, loss_obj: 0.3526, loss: 1.8131 2023-02-24 21:51:40,070 - mmdet - INFO - Epoch [98][600/1111] lr: 7.662e-03, eta: 1 day, 14:30:09, time: 0.590, data_time: 0.029, memory: 27319, loss_cls: 0.3546, loss_bbox: 1.1288, loss_obj: 0.3388, loss: 1.8222 2023-02-24 21:52:09,857 - mmdet - INFO - Epoch [98][650/1111] lr: 7.659e-03, eta: 1 day, 14:29:36, time: 0.596, data_time: 0.031, memory: 27319, loss_cls: 0.3554, loss_bbox: 1.1380, loss_obj: 0.3594, loss: 1.8527 2023-02-24 21:52:36,743 - mmdet - INFO - Epoch [98][700/1111] lr: 7.657e-03, eta: 1 day, 14:28:57, time: 0.538, data_time: 0.029, memory: 27319, loss_cls: 0.3599, loss_bbox: 1.1599, loss_obj: 0.3484, loss: 1.8682 2023-02-24 21:53:05,071 - mmdet - INFO - Epoch [98][750/1111] lr: 7.655e-03, eta: 1 day, 14:28:21, time: 0.566, data_time: 0.033, memory: 27319, loss_cls: 0.3578, loss_bbox: 1.1474, loss_obj: 0.3415, loss: 1.8468 2023-02-24 21:53:37,681 - mmdet - INFO - Epoch [98][800/1111] lr: 7.653e-03, eta: 1 day, 14:27:54, time: 0.652, data_time: 0.035, memory: 27319, loss_cls: 0.3595, loss_bbox: 1.1517, loss_obj: 0.3614, loss: 1.8726 2023-02-24 21:54:09,960 - mmdet - INFO - Epoch [98][850/1111] lr: 7.651e-03, eta: 1 day, 14:27:27, time: 0.646, data_time: 0.027, memory: 27319, loss_cls: 0.3501, loss_bbox: 1.1085, loss_obj: 0.3559, loss: 1.8145 2023-02-24 21:54:43,634 - mmdet - INFO - Epoch [98][900/1111] lr: 7.649e-03, eta: 1 day, 14:27:02, time: 0.673, data_time: 0.026, memory: 27319, loss_cls: 0.3535, loss_bbox: 1.1226, loss_obj: 0.3616, loss: 1.8377 2023-02-24 21:55:15,533 - mmdet - INFO - Epoch [98][950/1111] lr: 7.647e-03, eta: 1 day, 14:26:33, time: 0.638, data_time: 0.026, memory: 27319, loss_cls: 0.3513, loss_bbox: 1.1130, loss_obj: 0.3599, loss: 1.8242 2023-02-24 21:55:41,618 - mmdet - INFO - Epoch [98][1000/1111] lr: 7.645e-03, eta: 1 day, 14:25:53, time: 0.522, data_time: 0.034, memory: 27319, loss_cls: 0.3631, loss_bbox: 1.1718, loss_obj: 0.3630, loss: 1.8978 2023-02-24 21:56:13,670 - mmdet - INFO - Epoch [98][1050/1111] lr: 7.643e-03, eta: 1 day, 14:25:24, time: 0.641, data_time: 0.030, memory: 27319, loss_cls: 0.3509, loss_bbox: 1.1121, loss_obj: 0.3435, loss: 1.8065 2023-02-24 21:56:41,498 - mmdet - INFO - Epoch [98][1100/1111] lr: 7.641e-03, eta: 1 day, 14:24:47, time: 0.557, data_time: 0.024, memory: 27319, loss_cls: 0.3519, loss_bbox: 1.1196, loss_obj: 0.3396, loss: 1.8111 2023-02-24 21:57:35,684 - mmdet - INFO - Epoch [99][50/1111] lr: 7.638e-03, eta: 1 day, 14:24:30, time: 0.947, data_time: 0.277, memory: 27319, loss_cls: 0.3492, loss_bbox: 1.1052, loss_obj: 0.3494, loss: 1.8039 2023-02-24 21:58:07,005 - mmdet - INFO - Epoch [99][100/1111] lr: 7.636e-03, eta: 1 day, 14:24:00, time: 0.626, data_time: 0.028, memory: 27319, loss_cls: 0.3580, loss_bbox: 1.1450, loss_obj: 0.3581, loss: 1.8610 2023-02-24 21:58:36,579 - mmdet - INFO - Epoch [99][150/1111] lr: 7.634e-03, eta: 1 day, 14:23:27, time: 0.591, data_time: 0.030, memory: 27319, loss_cls: 0.3575, loss_bbox: 1.1391, loss_obj: 0.3397, loss: 1.8363 2023-02-24 21:59:07,443 - mmdet - INFO - Epoch [99][200/1111] lr: 7.632e-03, eta: 1 day, 14:22:56, time: 0.617, data_time: 0.029, memory: 27319, loss_cls: 0.3573, loss_bbox: 1.1378, loss_obj: 0.3475, loss: 1.8427 2023-02-24 21:59:36,123 - mmdet - INFO - Epoch [99][250/1111] lr: 7.630e-03, eta: 1 day, 14:22:21, time: 0.574, data_time: 0.028, memory: 27319, loss_cls: 0.3581, loss_bbox: 1.1458, loss_obj: 0.3569, loss: 1.8607 2023-02-24 22:00:05,766 - mmdet - INFO - Epoch [99][300/1111] lr: 7.628e-03, eta: 1 day, 14:21:48, time: 0.593, data_time: 0.032, memory: 27319, loss_cls: 0.3492, loss_bbox: 1.1048, loss_obj: 0.3496, loss: 1.8037 2023-02-24 22:00:35,739 - mmdet - INFO - Epoch [99][350/1111] lr: 7.626e-03, eta: 1 day, 14:21:15, time: 0.599, data_time: 0.030, memory: 27319, loss_cls: 0.3537, loss_bbox: 1.1262, loss_obj: 0.3569, loss: 1.8369 2023-02-24 22:01:06,880 - mmdet - INFO - Epoch [99][400/1111] lr: 7.624e-03, eta: 1 day, 14:20:45, time: 0.623, data_time: 0.028, memory: 27319, loss_cls: 0.3589, loss_bbox: 1.1563, loss_obj: 0.3611, loss: 1.8763 2023-02-24 22:01:39,441 - mmdet - INFO - Epoch [99][450/1111] lr: 7.622e-03, eta: 1 day, 14:20:18, time: 0.651, data_time: 0.029, memory: 27319, loss_cls: 0.3517, loss_bbox: 1.1109, loss_obj: 0.3452, loss: 1.8078 2023-02-24 22:02:10,145 - mmdet - INFO - Epoch [99][500/1111] lr: 7.620e-03, eta: 1 day, 14:19:47, time: 0.614, data_time: 0.032, memory: 27319, loss_cls: 0.3559, loss_bbox: 1.1338, loss_obj: 0.3600, loss: 1.8497 2023-02-24 22:02:40,846 - mmdet - INFO - Epoch [99][550/1111] lr: 7.618e-03, eta: 1 day, 14:19:16, time: 0.614, data_time: 0.027, memory: 27319, loss_cls: 0.3498, loss_bbox: 1.1058, loss_obj: 0.3555, loss: 1.8111 2023-02-24 22:03:11,473 - mmdet - INFO - Epoch [99][600/1111] lr: 7.615e-03, eta: 1 day, 14:18:44, time: 0.612, data_time: 0.028, memory: 27319, loss_cls: 0.3535, loss_bbox: 1.1295, loss_obj: 0.3653, loss: 1.8483 2023-02-24 22:03:44,662 - mmdet - INFO - Epoch [99][650/1111] lr: 7.613e-03, eta: 1 day, 14:18:18, time: 0.664, data_time: 0.027, memory: 27319, loss_cls: 0.3503, loss_bbox: 1.1089, loss_obj: 0.3485, loss: 1.8077 2023-02-24 22:04:11,211 - mmdet - INFO - Epoch [99][700/1111] lr: 7.611e-03, eta: 1 day, 14:17:39, time: 0.531, data_time: 0.045, memory: 27319, loss_cls: 0.3652, loss_bbox: 1.1824, loss_obj: 0.3662, loss: 1.9138 2023-02-24 22:04:43,674 - mmdet - INFO - Epoch [99][750/1111] lr: 7.609e-03, eta: 1 day, 14:17:11, time: 0.649, data_time: 0.025, memory: 27319, loss_cls: 0.3517, loss_bbox: 1.1127, loss_obj: 0.3531, loss: 1.8174 2023-02-24 22:05:13,799 - mmdet - INFO - Epoch [99][800/1111] lr: 7.607e-03, eta: 1 day, 14:16:39, time: 0.603, data_time: 0.034, memory: 27319, loss_cls: 0.3618, loss_bbox: 1.1596, loss_obj: 0.3484, loss: 1.8698 2023-02-24 22:05:40,808 - mmdet - INFO - Epoch [99][850/1111] lr: 7.605e-03, eta: 1 day, 14:16:01, time: 0.540, data_time: 0.031, memory: 27319, loss_cls: 0.3572, loss_bbox: 1.1495, loss_obj: 0.3504, loss: 1.8571 2023-02-24 22:06:11,548 - mmdet - INFO - Epoch [99][900/1111] lr: 7.603e-03, eta: 1 day, 14:15:30, time: 0.615, data_time: 0.058, memory: 27319, loss_cls: 0.3546, loss_bbox: 1.1264, loss_obj: 0.3522, loss: 1.8333 2023-02-24 22:06:40,856 - mmdet - INFO - Epoch [99][950/1111] lr: 7.601e-03, eta: 1 day, 14:14:56, time: 0.586, data_time: 0.031, memory: 27319, loss_cls: 0.3639, loss_bbox: 1.1770, loss_obj: 0.3684, loss: 1.9093 2023-02-24 22:07:10,260 - mmdet - INFO - Epoch [99][1000/1111] lr: 7.599e-03, eta: 1 day, 14:14:22, time: 0.588, data_time: 0.032, memory: 27319, loss_cls: 0.3537, loss_bbox: 1.1268, loss_obj: 0.3494, loss: 1.8298 2023-02-24 22:07:40,079 - mmdet - INFO - Epoch [99][1050/1111] lr: 7.597e-03, eta: 1 day, 14:13:49, time: 0.596, data_time: 0.029, memory: 27319, loss_cls: 0.3573, loss_bbox: 1.1426, loss_obj: 0.3752, loss: 1.8750 2023-02-24 22:08:04,777 - mmdet - INFO - Epoch [99][1100/1111] lr: 7.595e-03, eta: 1 day, 14:13:06, time: 0.494, data_time: 0.027, memory: 27319, loss_cls: 0.3634, loss_bbox: 1.1790, loss_obj: 0.3671, loss: 1.9095 2023-02-24 22:08:55,879 - mmdet - INFO - Epoch [100][50/1111] lr: 7.592e-03, eta: 1 day, 14:12:47, time: 0.936, data_time: 0.280, memory: 27319, loss_cls: 0.3556, loss_bbox: 1.1390, loss_obj: 0.3528, loss: 1.8474 2023-02-24 22:09:27,878 - mmdet - INFO - Epoch [100][100/1111] lr: 7.590e-03, eta: 1 day, 14:12:19, time: 0.640, data_time: 0.031, memory: 27319, loss_cls: 0.3543, loss_bbox: 1.1264, loss_obj: 0.3374, loss: 1.8182 2023-02-24 22:09:56,313 - mmdet - INFO - Epoch [100][150/1111] lr: 7.588e-03, eta: 1 day, 14:11:43, time: 0.569, data_time: 0.027, memory: 27319, loss_cls: 0.3513, loss_bbox: 1.1150, loss_obj: 0.3379, loss: 1.8041 2023-02-24 22:10:26,784 - mmdet - INFO - Epoch [100][200/1111] lr: 7.586e-03, eta: 1 day, 14:11:12, time: 0.609, data_time: 0.034, memory: 27319, loss_cls: 0.3588, loss_bbox: 1.1485, loss_obj: 0.3580, loss: 1.8653 2023-02-24 22:10:58,147 - mmdet - INFO - Epoch [100][250/1111] lr: 7.584e-03, eta: 1 day, 14:10:42, time: 0.627, data_time: 0.028, memory: 27319, loss_cls: 0.3533, loss_bbox: 1.1241, loss_obj: 0.3525, loss: 1.8299 2023-02-24 22:11:29,807 - mmdet - INFO - Epoch [100][300/1111] lr: 7.582e-03, eta: 1 day, 14:10:13, time: 0.633, data_time: 0.031, memory: 27319, loss_cls: 0.3561, loss_bbox: 1.1418, loss_obj: 0.3723, loss: 1.8703 2023-02-24 22:12:04,655 - mmdet - INFO - Epoch [100][350/1111] lr: 7.580e-03, eta: 1 day, 14:09:50, time: 0.697, data_time: 0.024, memory: 27319, loss_cls: 0.3529, loss_bbox: 1.1161, loss_obj: 0.3524, loss: 1.8213 2023-02-24 22:12:37,852 - mmdet - INFO - Epoch [100][400/1111] lr: 7.577e-03, eta: 1 day, 14:09:24, time: 0.664, data_time: 0.028, memory: 27319, loss_cls: 0.3497, loss_bbox: 1.1063, loss_obj: 0.3487, loss: 1.8046 2023-02-24 22:13:09,312 - mmdet - INFO - Epoch [100][450/1111] lr: 7.575e-03, eta: 1 day, 14:08:55, time: 0.629, data_time: 0.024, memory: 27319, loss_cls: 0.3543, loss_bbox: 1.1266, loss_obj: 0.3514, loss: 1.8323 2023-02-24 22:13:43,087 - mmdet - INFO - Epoch [100][500/1111] lr: 7.573e-03, eta: 1 day, 14:08:30, time: 0.675, data_time: 0.025, memory: 27319, loss_cls: 0.3490, loss_bbox: 1.1020, loss_obj: 0.3482, loss: 1.7992 2023-02-24 22:14:11,398 - mmdet - INFO - Epoch [100][550/1111] lr: 7.571e-03, eta: 1 day, 14:07:54, time: 0.567, data_time: 0.035, memory: 27319, loss_cls: 0.3557, loss_bbox: 1.1352, loss_obj: 0.3539, loss: 1.8448 2023-02-24 22:14:41,933 - mmdet - INFO - Epoch [100][600/1111] lr: 7.569e-03, eta: 1 day, 14:07:23, time: 0.610, data_time: 0.030, memory: 27319, loss_cls: 0.3505, loss_bbox: 1.1082, loss_obj: 0.3405, loss: 1.7993 2023-02-24 22:15:14,200 - mmdet - INFO - Epoch [100][650/1111] lr: 7.567e-03, eta: 1 day, 14:06:55, time: 0.646, data_time: 0.025, memory: 27319, loss_cls: 0.3456, loss_bbox: 1.0863, loss_obj: 0.3367, loss: 1.7686 2023-02-24 22:15:49,269 - mmdet - INFO - Epoch [100][700/1111] lr: 7.565e-03, eta: 1 day, 14:06:33, time: 0.701, data_time: 0.025, memory: 27319, loss_cls: 0.3470, loss_bbox: 1.0877, loss_obj: 0.3319, loss: 1.7666 2023-02-24 22:16:22,540 - mmdet - INFO - Epoch [100][750/1111] lr: 7.563e-03, eta: 1 day, 14:06:07, time: 0.666, data_time: 0.027, memory: 27319, loss_cls: 0.3501, loss_bbox: 1.1056, loss_obj: 0.3437, loss: 1.7994 2023-02-24 22:16:55,164 - mmdet - INFO - Epoch [100][800/1111] lr: 7.561e-03, eta: 1 day, 14:05:40, time: 0.652, data_time: 0.026, memory: 27319, loss_cls: 0.3549, loss_bbox: 1.1300, loss_obj: 0.3590, loss: 1.8438 2023-02-24 22:17:27,844 - mmdet - INFO - Epoch [100][850/1111] lr: 7.559e-03, eta: 1 day, 14:05:12, time: 0.653, data_time: 0.029, memory: 27319, loss_cls: 0.3558, loss_bbox: 1.1354, loss_obj: 0.3548, loss: 1.8460 2023-02-24 22:17:57,638 - mmdet - INFO - Epoch [100][900/1111] lr: 7.557e-03, eta: 1 day, 14:04:40, time: 0.596, data_time: 0.036, memory: 27319, loss_cls: 0.3550, loss_bbox: 1.1380, loss_obj: 0.3506, loss: 1.8435 2023-02-24 22:18:28,076 - mmdet - INFO - Epoch [100][950/1111] lr: 7.554e-03, eta: 1 day, 14:04:08, time: 0.609, data_time: 0.030, memory: 27319, loss_cls: 0.3501, loss_bbox: 1.1045, loss_obj: 0.3362, loss: 1.7908 2023-02-24 22:19:00,030 - mmdet - INFO - Epoch [100][1000/1111] lr: 7.552e-03, eta: 1 day, 14:03:39, time: 0.639, data_time: 0.029, memory: 27319, loss_cls: 0.3544, loss_bbox: 1.1313, loss_obj: 0.3613, loss: 1.8470 2023-02-24 22:19:30,965 - mmdet - INFO - Epoch [100][1050/1111] lr: 7.550e-03, eta: 1 day, 14:03:09, time: 0.619, data_time: 0.029, memory: 27319, loss_cls: 0.3526, loss_bbox: 1.1177, loss_obj: 0.3444, loss: 1.8146 2023-02-24 22:20:02,177 - mmdet - INFO - Epoch [100][1100/1111] lr: 7.548e-03, eta: 1 day, 14:02:39, time: 0.624, data_time: 0.022, memory: 27319, loss_cls: 0.3531, loss_bbox: 1.1170, loss_obj: 0.3497, loss: 1.8198 2023-02-24 22:20:06,671 - mmdet - INFO - Saving checkpoint at 100 epochs 2023-02-24 22:23:06,241 - mmdet - INFO - Evaluating bbox... 2023-02-24 22:23:22,728 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.876 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.966 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.931 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.060 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.774 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.923 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.899 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.899 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.899 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.246 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.831 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.940 2023-02-24 22:23:22,976 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_90.pth was removed 2023-02-24 22:23:25,469 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_100.pth. 2023-02-24 22:23:25,470 - mmdet - INFO - Best bbox_mAP is 0.8759 at 100 epoch. 2023-02-24 22:23:25,470 - mmdet - INFO - Exp name: yolox_x.py 2023-02-24 22:23:25,470 - mmdet - INFO - Epoch(val) [100][4200] bbox_mAP: 0.8759, bbox_mAP_50: 0.9661, bbox_mAP_75: 0.9308, bbox_mAP_s: 0.0597, bbox_mAP_m: 0.7742, bbox_mAP_l: 0.9232, bbox_mAP_copypaste: 0.8759 0.9661 0.9308 0.0597 0.7742 0.9232 2023-02-24 22:24:05,620 - mmdet - INFO - Epoch [101][50/1111] lr: 7.546e-03, eta: 1 day, 14:02:06, time: 0.802, data_time: 0.171, memory: 27319, loss_cls: 0.3558, loss_bbox: 1.1365, loss_obj: 0.3448, loss: 1.8371 2023-02-24 22:24:34,946 - mmdet - INFO - Epoch [101][100/1111] lr: 7.543e-03, eta: 1 day, 14:01:32, time: 0.586, data_time: 0.033, memory: 27319, loss_cls: 0.3537, loss_bbox: 1.1236, loss_obj: 0.3391, loss: 1.8164 2023-02-24 22:25:02,627 - mmdet - INFO - Epoch [101][150/1111] lr: 7.541e-03, eta: 1 day, 14:00:55, time: 0.553, data_time: 0.036, memory: 27319, loss_cls: 0.3560, loss_bbox: 1.1438, loss_obj: 0.3501, loss: 1.8498 2023-02-24 22:25:34,660 - mmdet - INFO - Epoch [101][200/1111] lr: 7.539e-03, eta: 1 day, 14:00:27, time: 0.641, data_time: 0.039, memory: 27319, loss_cls: 0.3514, loss_bbox: 1.1164, loss_obj: 0.3405, loss: 1.8084 2023-02-24 22:26:03,177 - mmdet - INFO - Epoch [101][250/1111] lr: 7.537e-03, eta: 1 day, 13:59:52, time: 0.570, data_time: 0.031, memory: 27319, loss_cls: 0.3584, loss_bbox: 1.1479, loss_obj: 0.3433, loss: 1.8496 2023-02-24 22:26:34,230 - mmdet - INFO - Epoch [101][300/1111] lr: 7.535e-03, eta: 1 day, 13:59:21, time: 0.621, data_time: 0.033, memory: 27319, loss_cls: 0.3569, loss_bbox: 1.1393, loss_obj: 0.3484, loss: 1.8446 2023-02-24 22:27:03,752 - mmdet - INFO - Epoch [101][350/1111] lr: 7.533e-03, eta: 1 day, 13:58:48, time: 0.590, data_time: 0.031, memory: 27319, loss_cls: 0.3541, loss_bbox: 1.1291, loss_obj: 0.3454, loss: 1.8286 2023-02-24 22:27:32,485 - mmdet - INFO - Epoch [101][400/1111] lr: 7.531e-03, eta: 1 day, 13:58:13, time: 0.575, data_time: 0.031, memory: 27319, loss_cls: 0.3506, loss_bbox: 1.1135, loss_obj: 0.3468, loss: 1.8108 2023-02-24 22:28:08,136 - mmdet - INFO - Epoch [101][450/1111] lr: 7.529e-03, eta: 1 day, 13:57:52, time: 0.713, data_time: 0.023, memory: 27319, loss_cls: 0.3484, loss_bbox: 1.0977, loss_obj: 0.3464, loss: 1.7926 2023-02-24 22:28:40,433 - mmdet - INFO - Epoch [101][500/1111] lr: 7.527e-03, eta: 1 day, 13:57:24, time: 0.646, data_time: 0.029, memory: 27319, loss_cls: 0.3457, loss_bbox: 1.0886, loss_obj: 0.3387, loss: 1.7730 2023-02-24 22:29:11,278 - mmdet - INFO - Epoch [101][550/1111] lr: 7.525e-03, eta: 1 day, 13:56:53, time: 0.617, data_time: 0.030, memory: 27319, loss_cls: 0.3553, loss_bbox: 1.1314, loss_obj: 0.3563, loss: 1.8430 2023-02-24 22:29:40,927 - mmdet - INFO - Epoch [101][600/1111] lr: 7.522e-03, eta: 1 day, 13:56:20, time: 0.593, data_time: 0.026, memory: 27319, loss_cls: 0.3604, loss_bbox: 1.1610, loss_obj: 0.3570, loss: 1.8783 2023-02-24 22:30:09,890 - mmdet - INFO - Epoch [101][650/1111] lr: 7.520e-03, eta: 1 day, 13:55:45, time: 0.579, data_time: 0.039, memory: 27319, loss_cls: 0.3555, loss_bbox: 1.1352, loss_obj: 0.3460, loss: 1.8366 2023-02-24 22:30:43,052 - mmdet - INFO - Epoch [101][700/1111] lr: 7.518e-03, eta: 1 day, 13:55:19, time: 0.663, data_time: 0.030, memory: 27319, loss_cls: 0.3516, loss_bbox: 1.1142, loss_obj: 0.3519, loss: 1.8177 2023-02-24 22:31:14,225 - mmdet - INFO - Epoch [101][750/1111] lr: 7.516e-03, eta: 1 day, 13:54:49, time: 0.623, data_time: 0.023, memory: 27319, loss_cls: 0.3470, loss_bbox: 1.0898, loss_obj: 0.3357, loss: 1.7725 2023-02-24 22:31:44,336 - mmdet - INFO - Epoch [101][800/1111] lr: 7.514e-03, eta: 1 day, 13:54:17, time: 0.602, data_time: 0.031, memory: 27319, loss_cls: 0.3497, loss_bbox: 1.1126, loss_obj: 0.3479, loss: 1.8102 2023-02-24 22:32:14,649 - mmdet - INFO - Epoch [101][850/1111] lr: 7.512e-03, eta: 1 day, 13:53:45, time: 0.606, data_time: 0.032, memory: 27319, loss_cls: 0.3502, loss_bbox: 1.1105, loss_obj: 0.3458, loss: 1.8065 2023-02-24 22:32:42,797 - mmdet - INFO - Exp name: yolox_x.py 2023-02-24 22:32:42,798 - mmdet - INFO - Epoch [101][900/1111] lr: 7.510e-03, eta: 1 day, 13:53:09, time: 0.563, data_time: 0.027, memory: 27319, loss_cls: 0.3492, loss_bbox: 1.1043, loss_obj: 0.3335, loss: 1.7870 2023-02-24 22:33:14,381 - mmdet - INFO - Epoch [101][950/1111] lr: 7.508e-03, eta: 1 day, 13:52:40, time: 0.632, data_time: 0.029, memory: 27319, loss_cls: 0.3503, loss_bbox: 1.1133, loss_obj: 0.3304, loss: 1.7941 2023-02-24 22:33:43,942 - mmdet - INFO - Epoch [101][1000/1111] lr: 7.506e-03, eta: 1 day, 13:52:06, time: 0.591, data_time: 0.034, memory: 27319, loss_cls: 0.3475, loss_bbox: 1.1002, loss_obj: 0.3386, loss: 1.7862 2023-02-24 22:34:14,079 - mmdet - INFO - Epoch [101][1050/1111] lr: 7.503e-03, eta: 1 day, 13:51:34, time: 0.603, data_time: 0.024, memory: 27319, loss_cls: 0.3496, loss_bbox: 1.1104, loss_obj: 0.3505, loss: 1.8106 2023-02-24 22:34:41,910 - mmdet - INFO - Epoch [101][1100/1111] lr: 7.501e-03, eta: 1 day, 13:50:58, time: 0.557, data_time: 0.032, memory: 27319, loss_cls: 0.3544, loss_bbox: 1.1325, loss_obj: 0.3538, loss: 1.8406 2023-02-24 22:35:35,400 - mmdet - INFO - Epoch [102][50/1111] lr: 7.499e-03, eta: 1 day, 13:50:38, time: 0.931, data_time: 0.276, memory: 27319, loss_cls: 0.3475, loss_bbox: 1.0928, loss_obj: 0.3323, loss: 1.7726 2023-02-24 22:36:06,117 - mmdet - INFO - Epoch [102][100/1111] lr: 7.497e-03, eta: 1 day, 13:50:07, time: 0.614, data_time: 0.027, memory: 27319, loss_cls: 0.3468, loss_bbox: 1.0989, loss_obj: 0.3508, loss: 1.7965 2023-02-24 22:36:34,657 - mmdet - INFO - Epoch [102][150/1111] lr: 7.495e-03, eta: 1 day, 13:49:31, time: 0.571, data_time: 0.030, memory: 27319, loss_cls: 0.3538, loss_bbox: 1.1262, loss_obj: 0.3511, loss: 1.8310 2023-02-24 22:37:04,865 - mmdet - INFO - Epoch [102][200/1111] lr: 7.492e-03, eta: 1 day, 13:48:59, time: 0.604, data_time: 0.031, memory: 27319, loss_cls: 0.3580, loss_bbox: 1.1470, loss_obj: 0.3457, loss: 1.8506 2023-02-24 22:37:31,951 - mmdet - INFO - Epoch [102][250/1111] lr: 7.490e-03, eta: 1 day, 13:48:21, time: 0.542, data_time: 0.027, memory: 27319, loss_cls: 0.3559, loss_bbox: 1.1412, loss_obj: 0.3425, loss: 1.8395 2023-02-24 22:37:57,065 - mmdet - INFO - Epoch [102][300/1111] lr: 7.488e-03, eta: 1 day, 13:47:39, time: 0.502, data_time: 0.038, memory: 27319, loss_cls: 0.3607, loss_bbox: 1.1684, loss_obj: 0.3663, loss: 1.8954 2023-02-24 22:38:27,725 - mmdet - INFO - Epoch [102][350/1111] lr: 7.486e-03, eta: 1 day, 13:47:08, time: 0.612, data_time: 0.029, memory: 27319, loss_cls: 0.3548, loss_bbox: 1.1297, loss_obj: 0.3327, loss: 1.8172 2023-02-24 22:38:57,325 - mmdet - INFO - Epoch [102][400/1111] lr: 7.484e-03, eta: 1 day, 13:46:35, time: 0.593, data_time: 0.036, memory: 27319, loss_cls: 0.3589, loss_bbox: 1.1518, loss_obj: 0.3480, loss: 1.8587 2023-02-24 22:39:26,766 - mmdet - INFO - Epoch [102][450/1111] lr: 7.482e-03, eta: 1 day, 13:46:01, time: 0.589, data_time: 0.032, memory: 27319, loss_cls: 0.3554, loss_bbox: 1.1324, loss_obj: 0.3514, loss: 1.8391 2023-02-24 22:40:03,424 - mmdet - INFO - Epoch [102][500/1111] lr: 7.480e-03, eta: 1 day, 13:45:42, time: 0.733, data_time: 0.025, memory: 27319, loss_cls: 0.3472, loss_bbox: 1.0919, loss_obj: 0.3515, loss: 1.7906 2023-02-24 22:40:35,688 - mmdet - INFO - Epoch [102][550/1111] lr: 7.478e-03, eta: 1 day, 13:45:14, time: 0.645, data_time: 0.028, memory: 27319, loss_cls: 0.3515, loss_bbox: 1.1092, loss_obj: 0.3354, loss: 1.7961 2023-02-24 22:41:01,978 - mmdet - INFO - Epoch [102][600/1111] lr: 7.475e-03, eta: 1 day, 13:44:34, time: 0.526, data_time: 0.038, memory: 27319, loss_cls: 0.3541, loss_bbox: 1.1346, loss_obj: 0.3458, loss: 1.8345 2023-02-24 22:41:33,661 - mmdet - INFO - Epoch [102][650/1111] lr: 7.473e-03, eta: 1 day, 13:44:05, time: 0.634, data_time: 0.027, memory: 27319, loss_cls: 0.3506, loss_bbox: 1.1130, loss_obj: 0.3466, loss: 1.8102 2023-02-24 22:42:10,170 - mmdet - INFO - Epoch [102][700/1111] lr: 7.471e-03, eta: 1 day, 13:43:45, time: 0.730, data_time: 0.025, memory: 27319, loss_cls: 0.3471, loss_bbox: 1.0893, loss_obj: 0.3438, loss: 1.7802 2023-02-24 22:42:40,221 - mmdet - INFO - Epoch [102][750/1111] lr: 7.469e-03, eta: 1 day, 13:43:13, time: 0.601, data_time: 0.028, memory: 27319, loss_cls: 0.3451, loss_bbox: 1.0796, loss_obj: 0.3288, loss: 1.7536 2023-02-24 22:43:10,731 - mmdet - INFO - Epoch [102][800/1111] lr: 7.467e-03, eta: 1 day, 13:42:42, time: 0.610, data_time: 0.027, memory: 27319, loss_cls: 0.3521, loss_bbox: 1.1181, loss_obj: 0.3505, loss: 1.8207 2023-02-24 22:43:42,014 - mmdet - INFO - Epoch [102][850/1111] lr: 7.465e-03, eta: 1 day, 13:42:12, time: 0.626, data_time: 0.027, memory: 27319, loss_cls: 0.3509, loss_bbox: 1.1052, loss_obj: 0.3325, loss: 1.7886 2023-02-24 22:44:12,397 - mmdet - INFO - Epoch [102][900/1111] lr: 7.463e-03, eta: 1 day, 13:41:40, time: 0.608, data_time: 0.033, memory: 27319, loss_cls: 0.3513, loss_bbox: 1.1173, loss_obj: 0.3481, loss: 1.8166 2023-02-24 22:44:42,122 - mmdet - INFO - Epoch [102][950/1111] lr: 7.461e-03, eta: 1 day, 13:41:07, time: 0.594, data_time: 0.036, memory: 27319, loss_cls: 0.3576, loss_bbox: 1.1438, loss_obj: 0.3544, loss: 1.8558 2023-02-24 22:45:12,704 - mmdet - INFO - Epoch [102][1000/1111] lr: 7.459e-03, eta: 1 day, 13:40:36, time: 0.611, data_time: 0.024, memory: 27319, loss_cls: 0.3518, loss_bbox: 1.1169, loss_obj: 0.3461, loss: 1.8149 2023-02-24 22:45:37,414 - mmdet - INFO - Epoch [102][1050/1111] lr: 7.456e-03, eta: 1 day, 13:39:53, time: 0.494, data_time: 0.041, memory: 27319, loss_cls: 0.3615, loss_bbox: 1.1695, loss_obj: 0.3494, loss: 1.8803 2023-02-24 22:46:06,624 - mmdet - INFO - Epoch [102][1100/1111] lr: 7.454e-03, eta: 1 day, 13:39:19, time: 0.584, data_time: 0.080, memory: 27319, loss_cls: 0.3581, loss_bbox: 1.1517, loss_obj: 0.3581, loss: 1.8678 2023-02-24 22:46:59,012 - mmdet - INFO - Epoch [103][50/1111] lr: 7.452e-03, eta: 1 day, 13:39:02, time: 0.963, data_time: 0.261, memory: 27319, loss_cls: 0.3549, loss_bbox: 1.1272, loss_obj: 0.3596, loss: 1.8416 2023-02-24 22:47:31,318 - mmdet - INFO - Epoch [103][100/1111] lr: 7.450e-03, eta: 1 day, 13:38:34, time: 0.646, data_time: 0.030, memory: 27319, loss_cls: 0.3447, loss_bbox: 1.0819, loss_obj: 0.3325, loss: 1.7591 2023-02-24 22:47:58,965 - mmdet - INFO - Epoch [103][150/1111] lr: 7.447e-03, eta: 1 day, 13:37:57, time: 0.553, data_time: 0.034, memory: 27319, loss_cls: 0.3591, loss_bbox: 1.1520, loss_obj: 0.3513, loss: 1.8624 2023-02-24 22:48:30,645 - mmdet - INFO - Epoch [103][200/1111] lr: 7.445e-03, eta: 1 day, 13:37:28, time: 0.634, data_time: 0.028, memory: 27319, loss_cls: 0.3452, loss_bbox: 1.0861, loss_obj: 0.3387, loss: 1.7699 2023-02-24 22:49:05,398 - mmdet - INFO - Epoch [103][250/1111] lr: 7.443e-03, eta: 1 day, 13:37:05, time: 0.695, data_time: 0.025, memory: 27319, loss_cls: 0.3489, loss_bbox: 1.0970, loss_obj: 0.3416, loss: 1.7875 2023-02-24 22:49:34,843 - mmdet - INFO - Epoch [103][300/1111] lr: 7.441e-03, eta: 1 day, 13:36:32, time: 0.589, data_time: 0.027, memory: 27319, loss_cls: 0.3534, loss_bbox: 1.1308, loss_obj: 0.3470, loss: 1.8312 2023-02-24 22:50:04,488 - mmdet - INFO - Epoch [103][350/1111] lr: 7.439e-03, eta: 1 day, 13:35:59, time: 0.593, data_time: 0.034, memory: 27319, loss_cls: 0.3534, loss_bbox: 1.1323, loss_obj: 0.3497, loss: 1.8354 2023-02-24 22:50:33,583 - mmdet - INFO - Epoch [103][400/1111] lr: 7.437e-03, eta: 1 day, 13:35:24, time: 0.582, data_time: 0.035, memory: 27319, loss_cls: 0.3600, loss_bbox: 1.1560, loss_obj: 0.3501, loss: 1.8660 2023-02-24 22:51:01,675 - mmdet - INFO - Epoch [103][450/1111] lr: 7.435e-03, eta: 1 day, 13:34:48, time: 0.562, data_time: 0.030, memory: 27319, loss_cls: 0.3508, loss_bbox: 1.1145, loss_obj: 0.3470, loss: 1.8122 2023-02-24 22:51:29,562 - mmdet - INFO - Epoch [103][500/1111] lr: 7.433e-03, eta: 1 day, 13:34:12, time: 0.558, data_time: 0.035, memory: 27319, loss_cls: 0.3516, loss_bbox: 1.1141, loss_obj: 0.3366, loss: 1.8023 2023-02-24 22:51:59,511 - mmdet - INFO - Epoch [103][550/1111] lr: 7.430e-03, eta: 1 day, 13:33:39, time: 0.599, data_time: 0.030, memory: 27319, loss_cls: 0.3474, loss_bbox: 1.1007, loss_obj: 0.3474, loss: 1.7954 2023-02-24 22:52:33,069 - mmdet - INFO - Epoch [103][600/1111] lr: 7.428e-03, eta: 1 day, 13:33:14, time: 0.671, data_time: 0.025, memory: 27319, loss_cls: 0.3486, loss_bbox: 1.0989, loss_obj: 0.3363, loss: 1.7839 2023-02-24 22:53:07,358 - mmdet - INFO - Epoch [103][650/1111] lr: 7.426e-03, eta: 1 day, 13:32:50, time: 0.685, data_time: 0.026, memory: 27319, loss_cls: 0.3459, loss_bbox: 1.0838, loss_obj: 0.3465, loss: 1.7763 2023-02-24 22:53:37,730 - mmdet - INFO - Epoch [103][700/1111] lr: 7.424e-03, eta: 1 day, 13:32:18, time: 0.608, data_time: 0.029, memory: 27319, loss_cls: 0.3460, loss_bbox: 1.0912, loss_obj: 0.3420, loss: 1.7793 2023-02-24 22:54:06,721 - mmdet - INFO - Epoch [103][750/1111] lr: 7.422e-03, eta: 1 day, 13:31:44, time: 0.580, data_time: 0.033, memory: 27319, loss_cls: 0.3496, loss_bbox: 1.1054, loss_obj: 0.3385, loss: 1.7935 2023-02-24 22:54:36,371 - mmdet - INFO - Epoch [103][800/1111] lr: 7.420e-03, eta: 1 day, 13:31:11, time: 0.593, data_time: 0.029, memory: 27319, loss_cls: 0.3540, loss_bbox: 1.1303, loss_obj: 0.3469, loss: 1.8312 2023-02-24 22:55:08,836 - mmdet - INFO - Epoch [103][850/1111] lr: 7.418e-03, eta: 1 day, 13:30:43, time: 0.649, data_time: 0.031, memory: 27319, loss_cls: 0.3536, loss_bbox: 1.1187, loss_obj: 0.3571, loss: 1.8294 2023-02-24 22:55:38,526 - mmdet - INFO - Epoch [103][900/1111] lr: 7.415e-03, eta: 1 day, 13:30:10, time: 0.594, data_time: 0.036, memory: 27319, loss_cls: 0.3528, loss_bbox: 1.1253, loss_obj: 0.3524, loss: 1.8305 2023-02-24 22:56:12,514 - mmdet - INFO - Epoch [103][950/1111] lr: 7.413e-03, eta: 1 day, 13:29:45, time: 0.680, data_time: 0.024, memory: 27319, loss_cls: 0.3458, loss_bbox: 1.0838, loss_obj: 0.3469, loss: 1.7764 2023-02-24 22:56:44,390 - mmdet - INFO - Epoch [103][1000/1111] lr: 7.411e-03, eta: 1 day, 13:29:17, time: 0.637, data_time: 0.029, memory: 27319, loss_cls: 0.3479, loss_bbox: 1.1008, loss_obj: 0.3388, loss: 1.7875 2023-02-24 22:57:14,163 - mmdet - INFO - Epoch [103][1050/1111] lr: 7.409e-03, eta: 1 day, 13:28:44, time: 0.595, data_time: 0.031, memory: 27319, loss_cls: 0.3512, loss_bbox: 1.1173, loss_obj: 0.3413, loss: 1.8098 2023-02-24 22:57:45,039 - mmdet - INFO - Epoch [103][1100/1111] lr: 7.407e-03, eta: 1 day, 13:28:13, time: 0.618, data_time: 0.023, memory: 27319, loss_cls: 0.3518, loss_bbox: 1.1186, loss_obj: 0.3510, loss: 1.8214 2023-02-24 22:58:37,217 - mmdet - INFO - Epoch [104][50/1111] lr: 7.404e-03, eta: 1 day, 13:27:52, time: 0.930, data_time: 0.279, memory: 27319, loss_cls: 0.3527, loss_bbox: 1.1302, loss_obj: 0.3464, loss: 1.8293 2023-02-24 22:59:07,728 - mmdet - INFO - Epoch [104][100/1111] lr: 7.402e-03, eta: 1 day, 13:27:21, time: 0.610, data_time: 0.026, memory: 27319, loss_cls: 0.3496, loss_bbox: 1.1033, loss_obj: 0.3348, loss: 1.7877 2023-02-24 22:59:38,053 - mmdet - INFO - Epoch [104][150/1111] lr: 7.400e-03, eta: 1 day, 13:26:49, time: 0.607, data_time: 0.030, memory: 27319, loss_cls: 0.3508, loss_bbox: 1.1100, loss_obj: 0.3435, loss: 1.8042 2023-02-24 23:00:08,760 - mmdet - INFO - Epoch [104][200/1111] lr: 7.398e-03, eta: 1 day, 13:26:18, time: 0.614, data_time: 0.032, memory: 27319, loss_cls: 0.3575, loss_bbox: 1.1462, loss_obj: 0.3654, loss: 1.8691 2023-02-24 23:00:38,853 - mmdet - INFO - Epoch [104][250/1111] lr: 7.396e-03, eta: 1 day, 13:25:46, time: 0.601, data_time: 0.026, memory: 27319, loss_cls: 0.3538, loss_bbox: 1.1248, loss_obj: 0.3508, loss: 1.8294 2023-02-24 23:01:10,036 - mmdet - INFO - Epoch [104][300/1111] lr: 7.394e-03, eta: 1 day, 13:25:16, time: 0.624, data_time: 0.031, memory: 27319, loss_cls: 0.3541, loss_bbox: 1.1318, loss_obj: 0.3645, loss: 1.8503 2023-02-24 23:01:39,517 - mmdet - INFO - Epoch [104][350/1111] lr: 7.391e-03, eta: 1 day, 13:24:43, time: 0.589, data_time: 0.028, memory: 27319, loss_cls: 0.3518, loss_bbox: 1.1160, loss_obj: 0.3482, loss: 1.8160 2023-02-24 23:02:07,941 - mmdet - INFO - Epoch [104][400/1111] lr: 7.389e-03, eta: 1 day, 13:24:07, time: 0.569, data_time: 0.040, memory: 27319, loss_cls: 0.3550, loss_bbox: 1.1384, loss_obj: 0.3542, loss: 1.8476 2023-02-24 23:02:37,983 - mmdet - INFO - Epoch [104][450/1111] lr: 7.387e-03, eta: 1 day, 13:23:35, time: 0.601, data_time: 0.028, memory: 27319, loss_cls: 0.3513, loss_bbox: 1.1151, loss_obj: 0.3507, loss: 1.8171 2023-02-24 23:03:06,528 - mmdet - INFO - Epoch [104][500/1111] lr: 7.385e-03, eta: 1 day, 13:23:00, time: 0.571, data_time: 0.028, memory: 27319, loss_cls: 0.3563, loss_bbox: 1.1366, loss_obj: 0.3405, loss: 1.8334 2023-02-24 23:03:34,405 - mmdet - INFO - Epoch [104][550/1111] lr: 7.383e-03, eta: 1 day, 13:22:23, time: 0.557, data_time: 0.033, memory: 27319, loss_cls: 0.3546, loss_bbox: 1.1383, loss_obj: 0.3529, loss: 1.8457 2023-02-24 23:04:03,781 - mmdet - INFO - Epoch [104][600/1111] lr: 7.381e-03, eta: 1 day, 13:21:50, time: 0.587, data_time: 0.032, memory: 27319, loss_cls: 0.3530, loss_bbox: 1.1257, loss_obj: 0.3587, loss: 1.8375 2023-02-24 23:04:31,646 - mmdet - INFO - Epoch [104][650/1111] lr: 7.379e-03, eta: 1 day, 13:21:13, time: 0.557, data_time: 0.028, memory: 27319, loss_cls: 0.3496, loss_bbox: 1.1081, loss_obj: 0.3477, loss: 1.8055 2023-02-24 23:04:59,179 - mmdet - INFO - Epoch [104][700/1111] lr: 7.376e-03, eta: 1 day, 13:20:36, time: 0.551, data_time: 0.041, memory: 27319, loss_cls: 0.3585, loss_bbox: 1.1519, loss_obj: 0.3451, loss: 1.8555 2023-02-24 23:05:31,157 - mmdet - INFO - Epoch [104][750/1111] lr: 7.374e-03, eta: 1 day, 13:20:08, time: 0.640, data_time: 0.027, memory: 27319, loss_cls: 0.3521, loss_bbox: 1.1172, loss_obj: 0.3390, loss: 1.8084 2023-02-24 23:05:58,803 - mmdet - INFO - Epoch [104][800/1111] lr: 7.372e-03, eta: 1 day, 13:19:31, time: 0.553, data_time: 0.031, memory: 27319, loss_cls: 0.3472, loss_bbox: 1.0969, loss_obj: 0.3418, loss: 1.7859 2023-02-24 23:06:32,512 - mmdet - INFO - Epoch [104][850/1111] lr: 7.370e-03, eta: 1 day, 13:19:06, time: 0.674, data_time: 0.029, memory: 27319, loss_cls: 0.3478, loss_bbox: 1.0917, loss_obj: 0.3343, loss: 1.7738 2023-02-24 23:07:00,261 - mmdet - INFO - Epoch [104][900/1111] lr: 7.368e-03, eta: 1 day, 13:18:29, time: 0.555, data_time: 0.032, memory: 27319, loss_cls: 0.3501, loss_bbox: 1.1162, loss_obj: 0.3396, loss: 1.8059 2023-02-24 23:07:28,437 - mmdet - INFO - Epoch [104][950/1111] lr: 7.366e-03, eta: 1 day, 13:17:53, time: 0.564, data_time: 0.034, memory: 27319, loss_cls: 0.3512, loss_bbox: 1.1218, loss_obj: 0.3520, loss: 1.8250 2023-02-24 23:07:59,173 - mmdet - INFO - Epoch [104][1000/1111] lr: 7.364e-03, eta: 1 day, 13:17:22, time: 0.615, data_time: 0.027, memory: 27319, loss_cls: 0.3516, loss_bbox: 1.1150, loss_obj: 0.3427, loss: 1.8093 2023-02-24 23:08:31,011 - mmdet - INFO - Epoch [104][1050/1111] lr: 7.361e-03, eta: 1 day, 13:16:53, time: 0.637, data_time: 0.029, memory: 27319, loss_cls: 0.3490, loss_bbox: 1.1012, loss_obj: 0.3406, loss: 1.7908 2023-02-24 23:09:02,388 - mmdet - INFO - Epoch [104][1100/1111] lr: 7.359e-03, eta: 1 day, 13:16:24, time: 0.628, data_time: 0.026, memory: 27319, loss_cls: 0.3522, loss_bbox: 1.1216, loss_obj: 0.3492, loss: 1.8229 2023-02-24 23:10:00,129 - mmdet - INFO - Epoch [105][50/1111] lr: 7.357e-03, eta: 1 day, 13:16:08, time: 0.988, data_time: 0.279, memory: 27319, loss_cls: 0.3509, loss_bbox: 1.1141, loss_obj: 0.3550, loss: 1.8199 2023-02-24 23:10:31,031 - mmdet - INFO - Epoch [105][100/1111] lr: 7.355e-03, eta: 1 day, 13:15:38, time: 0.618, data_time: 0.031, memory: 27319, loss_cls: 0.3524, loss_bbox: 1.1224, loss_obj: 0.3527, loss: 1.8274 2023-02-24 23:11:02,356 - mmdet - INFO - Epoch [105][150/1111] lr: 7.352e-03, eta: 1 day, 13:15:08, time: 0.626, data_time: 0.028, memory: 27319, loss_cls: 0.3545, loss_bbox: 1.1295, loss_obj: 0.3615, loss: 1.8455 2023-02-24 23:11:30,039 - mmdet - INFO - Epoch [105][200/1111] lr: 7.350e-03, eta: 1 day, 13:14:31, time: 0.554, data_time: 0.029, memory: 27319, loss_cls: 0.3556, loss_bbox: 1.1342, loss_obj: 0.3411, loss: 1.8309 2023-02-24 23:11:57,333 - mmdet - INFO - Epoch [105][250/1111] lr: 7.348e-03, eta: 1 day, 13:13:54, time: 0.546, data_time: 0.031, memory: 27319, loss_cls: 0.3513, loss_bbox: 1.1189, loss_obj: 0.3465, loss: 1.8167 2023-02-24 23:12:29,422 - mmdet - INFO - Epoch [105][300/1111] lr: 7.346e-03, eta: 1 day, 13:13:25, time: 0.642, data_time: 0.030, memory: 27319, loss_cls: 0.3479, loss_bbox: 1.0981, loss_obj: 0.3564, loss: 1.8024 2023-02-24 23:12:59,281 - mmdet - INFO - Epoch [105][350/1111] lr: 7.344e-03, eta: 1 day, 13:12:53, time: 0.597, data_time: 0.030, memory: 27319, loss_cls: 0.3544, loss_bbox: 1.1303, loss_obj: 0.3543, loss: 1.8390 2023-02-24 23:13:31,153 - mmdet - INFO - Epoch [105][400/1111] lr: 7.342e-03, eta: 1 day, 13:12:24, time: 0.637, data_time: 0.030, memory: 27319, loss_cls: 0.3521, loss_bbox: 1.1171, loss_obj: 0.3592, loss: 1.8284 2023-02-24 23:14:02,509 - mmdet - INFO - Epoch [105][450/1111] lr: 7.339e-03, eta: 1 day, 13:11:54, time: 0.627, data_time: 0.029, memory: 27319, loss_cls: 0.3472, loss_bbox: 1.0931, loss_obj: 0.3376, loss: 1.7779 2023-02-24 23:14:32,818 - mmdet - INFO - Epoch [105][500/1111] lr: 7.337e-03, eta: 1 day, 13:11:22, time: 0.606, data_time: 0.032, memory: 27319, loss_cls: 0.3537, loss_bbox: 1.1280, loss_obj: 0.3444, loss: 1.8261 2023-02-24 23:15:06,578 - mmdet - INFO - Epoch [105][550/1111] lr: 7.335e-03, eta: 1 day, 13:10:57, time: 0.675, data_time: 0.024, memory: 27319, loss_cls: 0.3449, loss_bbox: 1.0841, loss_obj: 0.3543, loss: 1.7833 2023-02-24 23:15:37,102 - mmdet - INFO - Epoch [105][600/1111] lr: 7.333e-03, eta: 1 day, 13:10:26, time: 0.610, data_time: 0.031, memory: 27319, loss_cls: 0.3459, loss_bbox: 1.0962, loss_obj: 0.3413, loss: 1.7834 2023-02-24 23:16:08,649 - mmdet - INFO - Epoch [105][650/1111] lr: 7.331e-03, eta: 1 day, 13:09:56, time: 0.631, data_time: 0.025, memory: 27319, loss_cls: 0.3490, loss_bbox: 1.1017, loss_obj: 0.3342, loss: 1.7849 2023-02-24 23:16:37,685 - mmdet - INFO - Epoch [105][700/1111] lr: 7.329e-03, eta: 1 day, 13:09:22, time: 0.581, data_time: 0.030, memory: 27319, loss_cls: 0.3486, loss_bbox: 1.1054, loss_obj: 0.3328, loss: 1.7868 2023-02-24 23:17:07,733 - mmdet - INFO - Epoch [105][750/1111] lr: 7.327e-03, eta: 1 day, 13:08:50, time: 0.601, data_time: 0.032, memory: 27319, loss_cls: 0.3495, loss_bbox: 1.1003, loss_obj: 0.3395, loss: 1.7894 2023-02-24 23:17:38,171 - mmdet - INFO - Epoch [105][800/1111] lr: 7.324e-03, eta: 1 day, 13:08:18, time: 0.608, data_time: 0.026, memory: 27319, loss_cls: 0.3503, loss_bbox: 1.1153, loss_obj: 0.3392, loss: 1.8048 2023-02-24 23:18:06,016 - mmdet - INFO - Epoch [105][850/1111] lr: 7.322e-03, eta: 1 day, 13:07:42, time: 0.557, data_time: 0.033, memory: 27319, loss_cls: 0.3443, loss_bbox: 1.0870, loss_obj: 0.3336, loss: 1.7649 2023-02-24 23:18:35,985 - mmdet - INFO - Epoch [105][900/1111] lr: 7.320e-03, eta: 1 day, 13:07:10, time: 0.599, data_time: 0.033, memory: 27319, loss_cls: 0.3541, loss_bbox: 1.1283, loss_obj: 0.3563, loss: 1.8388 2023-02-24 23:19:09,761 - mmdet - INFO - Epoch [105][950/1111] lr: 7.318e-03, eta: 1 day, 13:06:44, time: 0.676, data_time: 0.028, memory: 27319, loss_cls: 0.3426, loss_bbox: 1.0665, loss_obj: 0.3266, loss: 1.7357 2023-02-24 23:19:40,428 - mmdet - INFO - Epoch [105][1000/1111] lr: 7.316e-03, eta: 1 day, 13:06:13, time: 0.613, data_time: 0.029, memory: 27319, loss_cls: 0.3506, loss_bbox: 1.1124, loss_obj: 0.3481, loss: 1.8111 2023-02-24 23:20:09,415 - mmdet - INFO - Epoch [105][1050/1111] lr: 7.314e-03, eta: 1 day, 13:05:39, time: 0.580, data_time: 0.026, memory: 27319, loss_cls: 0.3483, loss_bbox: 1.1034, loss_obj: 0.3370, loss: 1.7887 2023-02-24 23:20:41,421 - mmdet - INFO - Epoch [105][1100/1111] lr: 7.311e-03, eta: 1 day, 13:05:10, time: 0.640, data_time: 0.027, memory: 27319, loss_cls: 0.3452, loss_bbox: 1.0909, loss_obj: 0.3369, loss: 1.7731 2023-02-24 23:21:34,794 - mmdet - INFO - Epoch [106][50/1111] lr: 7.309e-03, eta: 1 day, 13:04:52, time: 0.954, data_time: 0.279, memory: 27319, loss_cls: 0.3501, loss_bbox: 1.1123, loss_obj: 0.3416, loss: 1.8040 2023-02-24 23:22:02,942 - mmdet - INFO - Epoch [106][100/1111] lr: 7.307e-03, eta: 1 day, 13:04:16, time: 0.563, data_time: 0.034, memory: 27319, loss_cls: 0.3561, loss_bbox: 1.1405, loss_obj: 0.3540, loss: 1.8506 2023-02-24 23:22:37,944 - mmdet - INFO - Epoch [106][150/1111] lr: 7.304e-03, eta: 1 day, 13:03:53, time: 0.700, data_time: 0.032, memory: 27319, loss_cls: 0.3503, loss_bbox: 1.1121, loss_obj: 0.3495, loss: 1.8119 2023-02-24 23:23:06,956 - mmdet - INFO - Epoch [106][200/1111] lr: 7.302e-03, eta: 1 day, 13:03:19, time: 0.580, data_time: 0.031, memory: 27319, loss_cls: 0.3491, loss_bbox: 1.1077, loss_obj: 0.3406, loss: 1.7975 2023-02-24 23:23:38,409 - mmdet - INFO - Epoch [106][250/1111] lr: 7.300e-03, eta: 1 day, 13:02:49, time: 0.629, data_time: 0.025, memory: 27319, loss_cls: 0.3496, loss_bbox: 1.1081, loss_obj: 0.3435, loss: 1.8013 2023-02-24 23:24:13,828 - mmdet - INFO - Epoch [106][300/1111] lr: 7.298e-03, eta: 1 day, 13:02:27, time: 0.708, data_time: 0.028, memory: 27319, loss_cls: 0.3506, loss_bbox: 1.1087, loss_obj: 0.3542, loss: 1.8135 2023-02-24 23:24:49,684 - mmdet - INFO - Epoch [106][350/1111] lr: 7.296e-03, eta: 1 day, 13:02:05, time: 0.717, data_time: 0.027, memory: 27319, loss_cls: 0.3449, loss_bbox: 1.0802, loss_obj: 0.3365, loss: 1.7617 2023-02-24 23:25:22,694 - mmdet - INFO - Epoch [106][400/1111] lr: 7.294e-03, eta: 1 day, 13:01:38, time: 0.660, data_time: 0.025, memory: 27319, loss_cls: 0.3487, loss_bbox: 1.0991, loss_obj: 0.3312, loss: 1.7789 2023-02-24 23:25:49,937 - mmdet - INFO - Epoch [106][450/1111] lr: 7.291e-03, eta: 1 day, 13:01:01, time: 0.545, data_time: 0.033, memory: 27319, loss_cls: 0.3498, loss_bbox: 1.1138, loss_obj: 0.3372, loss: 1.8008 2023-02-24 23:26:16,806 - mmdet - INFO - Epoch [106][500/1111] lr: 7.289e-03, eta: 1 day, 13:00:23, time: 0.537, data_time: 0.035, memory: 27319, loss_cls: 0.3524, loss_bbox: 1.1193, loss_obj: 0.3385, loss: 1.8103 2023-02-24 23:26:45,421 - mmdet - INFO - Epoch [106][550/1111] lr: 7.287e-03, eta: 1 day, 12:59:48, time: 0.572, data_time: 0.035, memory: 27319, loss_cls: 0.3526, loss_bbox: 1.1222, loss_obj: 0.3388, loss: 1.8136 2023-02-24 23:27:16,019 - mmdet - INFO - Epoch [106][600/1111] lr: 7.285e-03, eta: 1 day, 12:59:17, time: 0.612, data_time: 0.032, memory: 27319, loss_cls: 0.3478, loss_bbox: 1.1026, loss_obj: 0.3479, loss: 1.7982 2023-02-24 23:27:47,081 - mmdet - INFO - Epoch [106][650/1111] lr: 7.283e-03, eta: 1 day, 12:58:46, time: 0.620, data_time: 0.029, memory: 27319, loss_cls: 0.3517, loss_bbox: 1.1181, loss_obj: 0.3309, loss: 1.8007 2023-02-24 23:28:17,750 - mmdet - INFO - Epoch [106][700/1111] lr: 7.281e-03, eta: 1 day, 12:58:15, time: 0.614, data_time: 0.033, memory: 27319, loss_cls: 0.3552, loss_bbox: 1.1410, loss_obj: 0.3528, loss: 1.8490 2023-02-24 23:28:49,906 - mmdet - INFO - Epoch [106][750/1111] lr: 7.278e-03, eta: 1 day, 12:57:47, time: 0.643, data_time: 0.030, memory: 27319, loss_cls: 0.3506, loss_bbox: 1.1119, loss_obj: 0.3504, loss: 1.8129 2023-02-24 23:29:20,240 - mmdet - INFO - Epoch [106][800/1111] lr: 7.276e-03, eta: 1 day, 12:57:15, time: 0.607, data_time: 0.029, memory: 27319, loss_cls: 0.3425, loss_bbox: 1.0735, loss_obj: 0.3352, loss: 1.7511 2023-02-24 23:29:48,487 - mmdet - INFO - Epoch [106][850/1111] lr: 7.274e-03, eta: 1 day, 12:56:40, time: 0.565, data_time: 0.033, memory: 27319, loss_cls: 0.3498, loss_bbox: 1.1119, loss_obj: 0.3398, loss: 1.8015 2023-02-24 23:30:17,280 - mmdet - INFO - Epoch [106][900/1111] lr: 7.272e-03, eta: 1 day, 12:56:05, time: 0.576, data_time: 0.034, memory: 27319, loss_cls: 0.3508, loss_bbox: 1.1191, loss_obj: 0.3318, loss: 1.8018 2023-02-24 23:30:46,848 - mmdet - INFO - Epoch [106][950/1111] lr: 7.270e-03, eta: 1 day, 12:55:32, time: 0.591, data_time: 0.030, memory: 27319, loss_cls: 0.3477, loss_bbox: 1.0979, loss_obj: 0.3297, loss: 1.7753 2023-02-24 23:31:16,553 - mmdet - INFO - Epoch [106][1000/1111] lr: 7.268e-03, eta: 1 day, 12:54:59, time: 0.594, data_time: 0.035, memory: 27319, loss_cls: 0.3498, loss_bbox: 1.1116, loss_obj: 0.3436, loss: 1.8051 2023-02-24 23:31:48,557 - mmdet - INFO - Epoch [106][1050/1111] lr: 7.265e-03, eta: 1 day, 12:54:31, time: 0.640, data_time: 0.029, memory: 27319, loss_cls: 0.3465, loss_bbox: 1.0898, loss_obj: 0.3343, loss: 1.7706 2023-02-24 23:32:19,855 - mmdet - INFO - Epoch [106][1100/1111] lr: 7.263e-03, eta: 1 day, 12:54:01, time: 0.626, data_time: 0.026, memory: 27319, loss_cls: 0.3508, loss_bbox: 1.1141, loss_obj: 0.3575, loss: 1.8225 2023-02-24 23:33:15,343 - mmdet - INFO - Epoch [107][50/1111] lr: 7.261e-03, eta: 1 day, 12:53:42, time: 0.955, data_time: 0.260, memory: 27319, loss_cls: 0.3512, loss_bbox: 1.1217, loss_obj: 0.3445, loss: 1.8174 2023-02-24 23:33:45,342 - mmdet - INFO - Epoch [107][100/1111] lr: 7.258e-03, eta: 1 day, 12:53:09, time: 0.600, data_time: 0.030, memory: 27319, loss_cls: 0.3470, loss_bbox: 1.0955, loss_obj: 0.3441, loss: 1.7866 2023-02-24 23:34:15,355 - mmdet - INFO - Epoch [107][150/1111] lr: 7.256e-03, eta: 1 day, 12:52:37, time: 0.600, data_time: 0.026, memory: 27319, loss_cls: 0.3548, loss_bbox: 1.1353, loss_obj: 0.3491, loss: 1.8392 2023-02-24 23:34:43,549 - mmdet - INFO - Epoch [107][200/1111] lr: 7.254e-03, eta: 1 day, 12:52:01, time: 0.564, data_time: 0.031, memory: 27319, loss_cls: 0.3491, loss_bbox: 1.1074, loss_obj: 0.3432, loss: 1.7997 2023-02-24 23:35:12,013 - mmdet - INFO - Epoch [107][250/1111] lr: 7.252e-03, eta: 1 day, 12:51:26, time: 0.569, data_time: 0.032, memory: 27319, loss_cls: 0.3550, loss_bbox: 1.1372, loss_obj: 0.3650, loss: 1.8571 2023-02-24 23:35:41,556 - mmdet - INFO - Epoch [107][300/1111] lr: 7.250e-03, eta: 1 day, 12:50:53, time: 0.591, data_time: 0.027, memory: 27319, loss_cls: 0.3519, loss_bbox: 1.1209, loss_obj: 0.3452, loss: 1.8180 2023-02-24 23:36:13,667 - mmdet - INFO - Epoch [107][350/1111] lr: 7.248e-03, eta: 1 day, 12:50:25, time: 0.642, data_time: 0.027, memory: 27319, loss_cls: 0.3468, loss_bbox: 1.0955, loss_obj: 0.3398, loss: 1.7821 2023-02-24 23:36:43,667 - mmdet - INFO - Epoch [107][400/1111] lr: 7.245e-03, eta: 1 day, 12:49:52, time: 0.600, data_time: 0.031, memory: 27319, loss_cls: 0.3480, loss_bbox: 1.0985, loss_obj: 0.3323, loss: 1.7788 2023-02-24 23:37:10,668 - mmdet - INFO - Epoch [107][450/1111] lr: 7.243e-03, eta: 1 day, 12:49:15, time: 0.540, data_time: 0.031, memory: 27319, loss_cls: 0.3511, loss_bbox: 1.1162, loss_obj: 0.3365, loss: 1.8039 2023-02-24 23:37:40,311 - mmdet - INFO - Epoch [107][500/1111] lr: 7.241e-03, eta: 1 day, 12:48:42, time: 0.593, data_time: 0.028, memory: 27319, loss_cls: 0.3461, loss_bbox: 1.0959, loss_obj: 0.3290, loss: 1.7710 2023-02-24 23:38:08,098 - mmdet - INFO - Epoch [107][550/1111] lr: 7.239e-03, eta: 1 day, 12:48:05, time: 0.555, data_time: 0.027, memory: 27319, loss_cls: 0.3494, loss_bbox: 1.1100, loss_obj: 0.3377, loss: 1.7971 2023-02-24 23:38:42,016 - mmdet - INFO - Epoch [107][600/1111] lr: 7.237e-03, eta: 1 day, 12:47:40, time: 0.679, data_time: 0.030, memory: 27319, loss_cls: 0.3510, loss_bbox: 1.1134, loss_obj: 0.3398, loss: 1.8042 2023-02-24 23:39:09,073 - mmdet - INFO - Epoch [107][650/1111] lr: 7.235e-03, eta: 1 day, 12:47:02, time: 0.541, data_time: 0.035, memory: 27319, loss_cls: 0.3537, loss_bbox: 1.1285, loss_obj: 0.3363, loss: 1.8186 2023-02-24 23:39:45,921 - mmdet - INFO - Epoch [107][700/1111] lr: 7.232e-03, eta: 1 day, 12:46:43, time: 0.737, data_time: 0.027, memory: 27319, loss_cls: 0.3510, loss_bbox: 1.1062, loss_obj: 0.3452, loss: 1.8024 2023-02-24 23:40:16,404 - mmdet - INFO - Epoch [107][750/1111] lr: 7.230e-03, eta: 1 day, 12:46:11, time: 0.610, data_time: 0.028, memory: 27319, loss_cls: 0.3491, loss_bbox: 1.1069, loss_obj: 0.3462, loss: 1.8022 2023-02-24 23:40:45,315 - mmdet - INFO - Epoch [107][800/1111] lr: 7.228e-03, eta: 1 day, 12:45:37, time: 0.578, data_time: 0.030, memory: 27319, loss_cls: 0.3488, loss_bbox: 1.1048, loss_obj: 0.3329, loss: 1.7864 2023-02-24 23:41:18,363 - mmdet - INFO - Epoch [107][850/1111] lr: 7.226e-03, eta: 1 day, 12:45:10, time: 0.661, data_time: 0.029, memory: 27319, loss_cls: 0.3453, loss_bbox: 1.0918, loss_obj: 0.3514, loss: 1.7886 2023-02-24 23:41:48,014 - mmdet - INFO - Epoch [107][900/1111] lr: 7.224e-03, eta: 1 day, 12:44:37, time: 0.593, data_time: 0.029, memory: 27319, loss_cls: 0.3502, loss_bbox: 1.1117, loss_obj: 0.3466, loss: 1.8085 2023-02-24 23:42:17,906 - mmdet - INFO - Epoch [107][950/1111] lr: 7.221e-03, eta: 1 day, 12:44:05, time: 0.598, data_time: 0.030, memory: 27319, loss_cls: 0.3545, loss_bbox: 1.1294, loss_obj: 0.3517, loss: 1.8356 2023-02-24 23:42:47,218 - mmdet - INFO - Epoch [107][1000/1111] lr: 7.219e-03, eta: 1 day, 12:43:31, time: 0.586, data_time: 0.029, memory: 27319, loss_cls: 0.3570, loss_bbox: 1.1429, loss_obj: 0.3567, loss: 1.8566 2023-02-24 23:43:20,022 - mmdet - INFO - Epoch [107][1050/1111] lr: 7.217e-03, eta: 1 day, 12:43:04, time: 0.656, data_time: 0.029, memory: 27319, loss_cls: 0.3477, loss_bbox: 1.0960, loss_obj: 0.3469, loss: 1.7906 2023-02-24 23:43:44,849 - mmdet - INFO - Epoch [107][1100/1111] lr: 7.215e-03, eta: 1 day, 12:42:22, time: 0.497, data_time: 0.028, memory: 27319, loss_cls: 0.3567, loss_bbox: 1.1522, loss_obj: 0.3583, loss: 1.8672 2023-02-24 23:44:39,218 - mmdet - INFO - Epoch [108][50/1111] lr: 7.212e-03, eta: 1 day, 12:42:02, time: 0.938, data_time: 0.280, memory: 27319, loss_cls: 0.3544, loss_bbox: 1.1329, loss_obj: 0.3515, loss: 1.8388 2023-02-24 23:45:12,424 - mmdet - INFO - Epoch [108][100/1111] lr: 7.210e-03, eta: 1 day, 12:41:35, time: 0.665, data_time: 0.033, memory: 27319, loss_cls: 0.3451, loss_bbox: 1.0867, loss_obj: 0.3376, loss: 1.7694 2023-02-24 23:45:40,239 - mmdet - INFO - Epoch [108][150/1111] lr: 7.208e-03, eta: 1 day, 12:40:59, time: 0.556, data_time: 0.040, memory: 27319, loss_cls: 0.3534, loss_bbox: 1.1259, loss_obj: 0.3475, loss: 1.8267 2023-02-24 23:46:10,097 - mmdet - INFO - Epoch [108][200/1111] lr: 7.206e-03, eta: 1 day, 12:40:26, time: 0.597, data_time: 0.029, memory: 27319, loss_cls: 0.3452, loss_bbox: 1.0856, loss_obj: 0.3277, loss: 1.7586 2023-02-24 23:46:41,043 - mmdet - INFO - Epoch [108][250/1111] lr: 7.203e-03, eta: 1 day, 12:39:56, time: 0.619, data_time: 0.029, memory: 27319, loss_cls: 0.3417, loss_bbox: 1.0693, loss_obj: 0.3253, loss: 1.7363 2023-02-24 23:47:06,997 - mmdet - INFO - Epoch [108][300/1111] lr: 7.201e-03, eta: 1 day, 12:39:16, time: 0.519, data_time: 0.034, memory: 27319, loss_cls: 0.3612, loss_bbox: 1.1646, loss_obj: 0.3574, loss: 1.8832 2023-02-24 23:47:36,275 - mmdet - INFO - Epoch [108][350/1111] lr: 7.199e-03, eta: 1 day, 12:38:43, time: 0.586, data_time: 0.036, memory: 27319, loss_cls: 0.3502, loss_bbox: 1.1125, loss_obj: 0.3474, loss: 1.8101 2023-02-24 23:48:03,369 - mmdet - INFO - Epoch [108][400/1111] lr: 7.197e-03, eta: 1 day, 12:38:05, time: 0.542, data_time: 0.041, memory: 27319, loss_cls: 0.3571, loss_bbox: 1.1443, loss_obj: 0.3444, loss: 1.8457 2023-02-24 23:48:38,595 - mmdet - INFO - Epoch [108][450/1111] lr: 7.195e-03, eta: 1 day, 12:37:42, time: 0.705, data_time: 0.026, memory: 27319, loss_cls: 0.3407, loss_bbox: 1.0651, loss_obj: 0.3321, loss: 1.7379 2023-02-24 23:49:07,603 - mmdet - INFO - Epoch [108][500/1111] lr: 7.193e-03, eta: 1 day, 12:37:08, time: 0.580, data_time: 0.030, memory: 27319, loss_cls: 0.3460, loss_bbox: 1.0909, loss_obj: 0.3504, loss: 1.7874 2023-02-24 23:49:35,224 - mmdet - INFO - Epoch [108][550/1111] lr: 7.190e-03, eta: 1 day, 12:36:32, time: 0.552, data_time: 0.033, memory: 27319, loss_cls: 0.3537, loss_bbox: 1.1347, loss_obj: 0.3511, loss: 1.8395 2023-02-24 23:50:06,043 - mmdet - INFO - Epoch [108][600/1111] lr: 7.188e-03, eta: 1 day, 12:36:01, time: 0.616, data_time: 0.032, memory: 27319, loss_cls: 0.3507, loss_bbox: 1.1098, loss_obj: 0.3517, loss: 1.8123 2023-02-24 23:50:39,318 - mmdet - INFO - Epoch [108][650/1111] lr: 7.186e-03, eta: 1 day, 12:35:34, time: 0.666, data_time: 0.029, memory: 27319, loss_cls: 0.3477, loss_bbox: 1.0971, loss_obj: 0.3585, loss: 1.8033 2023-02-24 23:51:10,384 - mmdet - INFO - Epoch [108][700/1111] lr: 7.184e-03, eta: 1 day, 12:35:04, time: 0.621, data_time: 0.029, memory: 27319, loss_cls: 0.3510, loss_bbox: 1.1104, loss_obj: 0.3462, loss: 1.8075 2023-02-24 23:51:43,148 - mmdet - INFO - Epoch [108][750/1111] lr: 7.182e-03, eta: 1 day, 12:34:37, time: 0.655, data_time: 0.035, memory: 27319, loss_cls: 0.3484, loss_bbox: 1.1029, loss_obj: 0.3305, loss: 1.7818 2023-02-24 23:52:10,876 - mmdet - INFO - Epoch [108][800/1111] lr: 7.179e-03, eta: 1 day, 12:34:00, time: 0.554, data_time: 0.029, memory: 27319, loss_cls: 0.3530, loss_bbox: 1.1232, loss_obj: 0.3329, loss: 1.8091 2023-02-24 23:52:46,484 - mmdet - INFO - Epoch [108][850/1111] lr: 7.177e-03, eta: 1 day, 12:33:38, time: 0.712, data_time: 0.027, memory: 27319, loss_cls: 0.3427, loss_bbox: 1.0698, loss_obj: 0.3269, loss: 1.7394 2023-02-24 23:53:16,552 - mmdet - INFO - Epoch [108][900/1111] lr: 7.175e-03, eta: 1 day, 12:33:06, time: 0.601, data_time: 0.031, memory: 27319, loss_cls: 0.3520, loss_bbox: 1.1204, loss_obj: 0.3565, loss: 1.8289 2023-02-24 23:53:47,491 - mmdet - INFO - Epoch [108][950/1111] lr: 7.173e-03, eta: 1 day, 12:32:35, time: 0.619, data_time: 0.028, memory: 27319, loss_cls: 0.3536, loss_bbox: 1.1268, loss_obj: 0.3474, loss: 1.8279 2023-02-24 23:54:19,591 - mmdet - INFO - Epoch [108][1000/1111] lr: 7.171e-03, eta: 1 day, 12:32:07, time: 0.642, data_time: 0.032, memory: 27319, loss_cls: 0.3513, loss_bbox: 1.1153, loss_obj: 0.3620, loss: 1.8286 2023-02-24 23:54:48,053 - mmdet - INFO - Epoch [108][1050/1111] lr: 7.168e-03, eta: 1 day, 12:31:32, time: 0.569, data_time: 0.033, memory: 27319, loss_cls: 0.3507, loss_bbox: 1.1139, loss_obj: 0.3404, loss: 1.8049 2023-02-24 23:55:18,131 - mmdet - INFO - Epoch [108][1100/1111] lr: 7.166e-03, eta: 1 day, 12:31:00, time: 0.602, data_time: 0.028, memory: 27319, loss_cls: 0.3578, loss_bbox: 1.1416, loss_obj: 0.3582, loss: 1.8576 2023-02-24 23:56:09,897 - mmdet - INFO - Epoch [109][50/1111] lr: 7.164e-03, eta: 1 day, 12:30:37, time: 0.920, data_time: 0.266, memory: 27319, loss_cls: 0.3443, loss_bbox: 1.0834, loss_obj: 0.3324, loss: 1.7601 2023-02-24 23:56:43,119 - mmdet - INFO - Epoch [109][100/1111] lr: 7.161e-03, eta: 1 day, 12:30:11, time: 0.665, data_time: 0.029, memory: 27319, loss_cls: 0.3431, loss_bbox: 1.0764, loss_obj: 0.3310, loss: 1.7506 2023-02-24 23:57:11,447 - mmdet - INFO - Epoch [109][150/1111] lr: 7.159e-03, eta: 1 day, 12:29:35, time: 0.566, data_time: 0.034, memory: 27319, loss_cls: 0.3465, loss_bbox: 1.0987, loss_obj: 0.3292, loss: 1.7744 2023-02-24 23:57:38,550 - mmdet - INFO - Epoch [109][200/1111] lr: 7.157e-03, eta: 1 day, 12:28:58, time: 0.542, data_time: 0.042, memory: 27319, loss_cls: 0.3578, loss_bbox: 1.1530, loss_obj: 0.3458, loss: 1.8567 2023-02-24 23:58:10,135 - mmdet - INFO - Epoch [109][250/1111] lr: 7.155e-03, eta: 1 day, 12:28:29, time: 0.632, data_time: 0.029, memory: 27319, loss_cls: 0.3483, loss_bbox: 1.1023, loss_obj: 0.3458, loss: 1.7963 2023-02-24 23:58:40,452 - mmdet - INFO - Epoch [109][300/1111] lr: 7.153e-03, eta: 1 day, 12:27:57, time: 0.606, data_time: 0.030, memory: 27319, loss_cls: 0.3491, loss_bbox: 1.1076, loss_obj: 0.3283, loss: 1.7851 2023-02-24 23:59:13,051 - mmdet - INFO - Epoch [109][350/1111] lr: 7.150e-03, eta: 1 day, 12:27:29, time: 0.652, data_time: 0.027, memory: 27319, loss_cls: 0.3469, loss_bbox: 1.0948, loss_obj: 0.3342, loss: 1.7759 2023-02-24 23:59:41,479 - mmdet - INFO - Epoch [109][400/1111] lr: 7.148e-03, eta: 1 day, 12:26:54, time: 0.568, data_time: 0.039, memory: 27319, loss_cls: 0.3536, loss_bbox: 1.1320, loss_obj: 0.3532, loss: 1.8389 2023-02-25 00:00:16,859 - mmdet - INFO - Epoch [109][450/1111] lr: 7.146e-03, eta: 1 day, 12:26:31, time: 0.708, data_time: 0.027, memory: 27319, loss_cls: 0.3493, loss_bbox: 1.1012, loss_obj: 0.3435, loss: 1.7940 2023-02-25 00:00:48,892 - mmdet - INFO - Epoch [109][500/1111] lr: 7.144e-03, eta: 1 day, 12:26:03, time: 0.641, data_time: 0.026, memory: 27319, loss_cls: 0.3434, loss_bbox: 1.0766, loss_obj: 0.3243, loss: 1.7443 2023-02-25 00:01:21,730 - mmdet - INFO - Epoch [109][550/1111] lr: 7.142e-03, eta: 1 day, 12:25:35, time: 0.657, data_time: 0.027, memory: 27319, loss_cls: 0.3441, loss_bbox: 1.0818, loss_obj: 0.3315, loss: 1.7574 2023-02-25 00:01:51,669 - mmdet - INFO - Epoch [109][600/1111] lr: 7.139e-03, eta: 1 day, 12:25:03, time: 0.599, data_time: 0.030, memory: 27319, loss_cls: 0.3512, loss_bbox: 1.1171, loss_obj: 0.3498, loss: 1.8181 2023-02-25 00:02:19,062 - mmdet - INFO - Epoch [109][650/1111] lr: 7.137e-03, eta: 1 day, 12:24:26, time: 0.548, data_time: 0.030, memory: 27319, loss_cls: 0.3507, loss_bbox: 1.1209, loss_obj: 0.3474, loss: 1.8190 2023-02-25 00:02:48,675 - mmdet - INFO - Epoch [109][700/1111] lr: 7.135e-03, eta: 1 day, 12:23:53, time: 0.592, data_time: 0.031, memory: 27319, loss_cls: 0.3450, loss_bbox: 1.0900, loss_obj: 0.3368, loss: 1.7719 2023-02-25 00:03:14,632 - mmdet - INFO - Epoch [109][750/1111] lr: 7.133e-03, eta: 1 day, 12:23:14, time: 0.519, data_time: 0.035, memory: 27319, loss_cls: 0.3572, loss_bbox: 1.1483, loss_obj: 0.3459, loss: 1.8514 2023-02-25 00:03:43,624 - mmdet - INFO - Epoch [109][800/1111] lr: 7.131e-03, eta: 1 day, 12:22:40, time: 0.580, data_time: 0.031, memory: 27319, loss_cls: 0.3444, loss_bbox: 1.0869, loss_obj: 0.3349, loss: 1.7663 2023-02-25 00:04:11,311 - mmdet - INFO - Epoch [109][850/1111] lr: 7.128e-03, eta: 1 day, 12:22:04, time: 0.554, data_time: 0.035, memory: 27319, loss_cls: 0.3481, loss_bbox: 1.1046, loss_obj: 0.3452, loss: 1.7979 2023-02-25 00:04:39,491 - mmdet - INFO - Epoch [109][900/1111] lr: 7.126e-03, eta: 1 day, 12:21:28, time: 0.564, data_time: 0.031, memory: 27319, loss_cls: 0.3537, loss_bbox: 1.1306, loss_obj: 0.3469, loss: 1.8312 2023-02-25 00:05:07,129 - mmdet - INFO - Epoch [109][950/1111] lr: 7.124e-03, eta: 1 day, 12:20:52, time: 0.553, data_time: 0.031, memory: 27319, loss_cls: 0.3458, loss_bbox: 1.0992, loss_obj: 0.3486, loss: 1.7937 2023-02-25 00:05:36,094 - mmdet - INFO - Epoch [109][1000/1111] lr: 7.122e-03, eta: 1 day, 12:20:18, time: 0.579, data_time: 0.032, memory: 27319, loss_cls: 0.3503, loss_bbox: 1.1131, loss_obj: 0.3601, loss: 1.8234 2023-02-25 00:06:06,647 - mmdet - INFO - Epoch [109][1050/1111] lr: 7.120e-03, eta: 1 day, 12:19:46, time: 0.611, data_time: 0.036, memory: 27319, loss_cls: 0.3528, loss_bbox: 1.1273, loss_obj: 0.3605, loss: 1.8405 2023-02-25 00:06:34,240 - mmdet - INFO - Epoch [109][1100/1111] lr: 7.117e-03, eta: 1 day, 12:19:10, time: 0.552, data_time: 0.025, memory: 27319, loss_cls: 0.3476, loss_bbox: 1.0970, loss_obj: 0.3411, loss: 1.7857 2023-02-25 00:07:27,148 - mmdet - INFO - Epoch [110][50/1111] lr: 7.115e-03, eta: 1 day, 12:18:51, time: 0.965, data_time: 0.263, memory: 27319, loss_cls: 0.3495, loss_bbox: 1.0980, loss_obj: 0.3333, loss: 1.7809 2023-02-25 00:07:56,796 - mmdet - INFO - Epoch [110][100/1111] lr: 7.112e-03, eta: 1 day, 12:18:18, time: 0.593, data_time: 0.029, memory: 27319, loss_cls: 0.3493, loss_bbox: 1.1106, loss_obj: 0.3502, loss: 1.8101 2023-02-25 00:08:31,031 - mmdet - INFO - Epoch [110][150/1111] lr: 7.110e-03, eta: 1 day, 12:17:53, time: 0.685, data_time: 0.030, memory: 27319, loss_cls: 0.3490, loss_bbox: 1.0984, loss_obj: 0.3364, loss: 1.7838 2023-02-25 00:09:00,627 - mmdet - INFO - Epoch [110][200/1111] lr: 7.108e-03, eta: 1 day, 12:17:21, time: 0.592, data_time: 0.027, memory: 27319, loss_cls: 0.3573, loss_bbox: 1.1511, loss_obj: 0.3639, loss: 1.8724 2023-02-25 00:09:32,035 - mmdet - INFO - Epoch [110][250/1111] lr: 7.106e-03, eta: 1 day, 12:16:51, time: 0.628, data_time: 0.032, memory: 27319, loss_cls: 0.3448, loss_bbox: 1.0857, loss_obj: 0.3271, loss: 1.7575 2023-02-25 00:10:02,336 - mmdet - INFO - Epoch [110][300/1111] lr: 7.104e-03, eta: 1 day, 12:16:19, time: 0.606, data_time: 0.029, memory: 27319, loss_cls: 0.3421, loss_bbox: 1.0702, loss_obj: 0.3306, loss: 1.7429 2023-02-25 00:10:30,356 - mmdet - INFO - Epoch [110][350/1111] lr: 7.101e-03, eta: 1 day, 12:15:43, time: 0.560, data_time: 0.033, memory: 27319, loss_cls: 0.3501, loss_bbox: 1.1117, loss_obj: 0.3360, loss: 1.7978 2023-02-25 00:11:00,160 - mmdet - INFO - Epoch [110][400/1111] lr: 7.099e-03, eta: 1 day, 12:15:11, time: 0.596, data_time: 0.028, memory: 27319, loss_cls: 0.3461, loss_bbox: 1.0911, loss_obj: 0.3355, loss: 1.7727 2023-02-25 00:11:32,588 - mmdet - INFO - Epoch [110][450/1111] lr: 7.097e-03, eta: 1 day, 12:14:43, time: 0.648, data_time: 0.029, memory: 27319, loss_cls: 0.3453, loss_bbox: 1.0820, loss_obj: 0.3424, loss: 1.7697 2023-02-25 00:12:06,923 - mmdet - INFO - Epoch [110][500/1111] lr: 7.095e-03, eta: 1 day, 12:14:18, time: 0.687, data_time: 0.028, memory: 27319, loss_cls: 0.3470, loss_bbox: 1.0868, loss_obj: 0.3529, loss: 1.7867 2023-02-25 00:12:34,445 - mmdet - INFO - Epoch [110][550/1111] lr: 7.093e-03, eta: 1 day, 12:13:42, time: 0.550, data_time: 0.033, memory: 27319, loss_cls: 0.3563, loss_bbox: 1.1449, loss_obj: 0.3496, loss: 1.8509 2023-02-25 00:13:07,010 - mmdet - INFO - Epoch [110][600/1111] lr: 7.090e-03, eta: 1 day, 12:13:14, time: 0.651, data_time: 0.045, memory: 27319, loss_cls: 0.3477, loss_bbox: 1.1016, loss_obj: 0.3463, loss: 1.7955 2023-02-25 00:13:40,529 - mmdet - INFO - Epoch [110][650/1111] lr: 7.088e-03, eta: 1 day, 12:12:48, time: 0.671, data_time: 0.030, memory: 27319, loss_cls: 0.3456, loss_bbox: 1.0914, loss_obj: 0.3505, loss: 1.7875 2023-02-25 00:14:11,152 - mmdet - INFO - Epoch [110][700/1111] lr: 7.086e-03, eta: 1 day, 12:12:17, time: 0.612, data_time: 0.029, memory: 27319, loss_cls: 0.3427, loss_bbox: 1.0740, loss_obj: 0.3355, loss: 1.7522 2023-02-25 00:14:40,727 - mmdet - INFO - Epoch [110][750/1111] lr: 7.084e-03, eta: 1 day, 12:11:44, time: 0.592, data_time: 0.026, memory: 27319, loss_cls: 0.3457, loss_bbox: 1.0926, loss_obj: 0.3337, loss: 1.7720 2023-02-25 00:15:11,955 - mmdet - INFO - Epoch [110][800/1111] lr: 7.082e-03, eta: 1 day, 12:11:14, time: 0.625, data_time: 0.035, memory: 27319, loss_cls: 0.3531, loss_bbox: 1.1224, loss_obj: 0.3594, loss: 1.8349 2023-02-25 00:15:43,700 - mmdet - INFO - Epoch [110][850/1111] lr: 7.079e-03, eta: 1 day, 12:10:44, time: 0.635, data_time: 0.024, memory: 27319, loss_cls: 0.3433, loss_bbox: 1.0811, loss_obj: 0.3337, loss: 1.7580 2023-02-25 00:16:13,481 - mmdet - INFO - Epoch [110][900/1111] lr: 7.077e-03, eta: 1 day, 12:10:12, time: 0.596, data_time: 0.035, memory: 27319, loss_cls: 0.3501, loss_bbox: 1.1128, loss_obj: 0.3495, loss: 1.8125 2023-02-25 00:16:43,675 - mmdet - INFO - Epoch [110][950/1111] lr: 7.075e-03, eta: 1 day, 12:09:40, time: 0.604, data_time: 0.028, memory: 27319, loss_cls: 0.3543, loss_bbox: 1.1272, loss_obj: 0.3403, loss: 1.8218 2023-02-25 00:17:16,525 - mmdet - INFO - Epoch [110][1000/1111] lr: 7.073e-03, eta: 1 day, 12:09:13, time: 0.657, data_time: 0.031, memory: 27319, loss_cls: 0.3445, loss_bbox: 1.0829, loss_obj: 0.3342, loss: 1.7616 2023-02-25 00:17:45,204 - mmdet - INFO - Epoch [110][1050/1111] lr: 7.070e-03, eta: 1 day, 12:08:38, time: 0.574, data_time: 0.039, memory: 27319, loss_cls: 0.3488, loss_bbox: 1.1029, loss_obj: 0.3379, loss: 1.7896 2023-02-25 00:18:16,403 - mmdet - INFO - Epoch [110][1100/1111] lr: 7.068e-03, eta: 1 day, 12:08:08, time: 0.624, data_time: 0.022, memory: 27319, loss_cls: 0.3455, loss_bbox: 1.0911, loss_obj: 0.3461, loss: 1.7826 2023-02-25 00:18:21,902 - mmdet - INFO - Saving checkpoint at 110 epochs 2023-02-25 00:21:22,496 - mmdet - INFO - Evaluating bbox... 2023-02-25 00:21:39,137 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.880 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.967 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.931 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.056 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.773 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.930 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.903 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.903 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.903 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.256 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.832 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.946 2023-02-25 00:21:39,372 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_100.pth was removed 2023-02-25 00:21:41,961 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_110.pth. 2023-02-25 00:21:41,962 - mmdet - INFO - Best bbox_mAP is 0.8800 at 110 epoch. 2023-02-25 00:21:41,962 - mmdet - INFO - Exp name: yolox_x.py 2023-02-25 00:21:41,962 - mmdet - INFO - Epoch(val) [110][4200] bbox_mAP: 0.8800, bbox_mAP_50: 0.9665, bbox_mAP_75: 0.9307, bbox_mAP_s: 0.0562, bbox_mAP_m: 0.7727, bbox_mAP_l: 0.9296, bbox_mAP_copypaste: 0.8800 0.9665 0.9307 0.0562 0.7727 0.9296 2023-02-25 00:22:19,800 - mmdet - INFO - Epoch [111][50/1111] lr: 7.066e-03, eta: 1 day, 12:07:31, time: 0.756, data_time: 0.181, memory: 27319, loss_cls: 0.3469, loss_bbox: 1.1029, loss_obj: 0.3517, loss: 1.8015 2023-02-25 00:22:52,339 - mmdet - INFO - Epoch [111][100/1111] lr: 7.063e-03, eta: 1 day, 12:07:03, time: 0.651, data_time: 0.028, memory: 27319, loss_cls: 0.3477, loss_bbox: 1.1011, loss_obj: 0.3452, loss: 1.7941 2023-02-25 00:23:22,329 - mmdet - INFO - Epoch [111][150/1111] lr: 7.061e-03, eta: 1 day, 12:06:31, time: 0.600, data_time: 0.030, memory: 27319, loss_cls: 0.3453, loss_bbox: 1.0906, loss_obj: 0.3326, loss: 1.7684 2023-02-25 00:23:49,927 - mmdet - INFO - Epoch [111][200/1111] lr: 7.059e-03, eta: 1 day, 12:05:54, time: 0.552, data_time: 0.034, memory: 27319, loss_cls: 0.3549, loss_bbox: 1.1396, loss_obj: 0.3531, loss: 1.8475 2023-02-25 00:24:18,560 - mmdet - INFO - Epoch [111][250/1111] lr: 7.057e-03, eta: 1 day, 12:05:20, time: 0.573, data_time: 0.036, memory: 27319, loss_cls: 0.3528, loss_bbox: 1.1309, loss_obj: 0.3405, loss: 1.8242 2023-02-25 00:24:49,120 - mmdet - INFO - Epoch [111][300/1111] lr: 7.054e-03, eta: 1 day, 12:04:48, time: 0.611, data_time: 0.033, memory: 27319, loss_cls: 0.3471, loss_bbox: 1.0993, loss_obj: 0.3244, loss: 1.7709 2023-02-25 00:25:19,184 - mmdet - INFO - Epoch [111][350/1111] lr: 7.052e-03, eta: 1 day, 12:04:16, time: 0.601, data_time: 0.028, memory: 27319, loss_cls: 0.3506, loss_bbox: 1.1183, loss_obj: 0.3437, loss: 1.8127 2023-02-25 00:25:51,315 - mmdet - INFO - Epoch [111][400/1111] lr: 7.050e-03, eta: 1 day, 12:03:48, time: 0.642, data_time: 0.025, memory: 27319, loss_cls: 0.3449, loss_bbox: 1.0835, loss_obj: 0.3387, loss: 1.7671 2023-02-25 00:26:20,843 - mmdet - INFO - Epoch [111][450/1111] lr: 7.048e-03, eta: 1 day, 12:03:15, time: 0.590, data_time: 0.032, memory: 27319, loss_cls: 0.3479, loss_bbox: 1.1036, loss_obj: 0.3414, loss: 1.7929 2023-02-25 00:26:51,964 - mmdet - INFO - Epoch [111][500/1111] lr: 7.046e-03, eta: 1 day, 12:02:45, time: 0.623, data_time: 0.029, memory: 27319, loss_cls: 0.3479, loss_bbox: 1.1011, loss_obj: 0.3389, loss: 1.7878 2023-02-25 00:27:23,176 - mmdet - INFO - Epoch [111][550/1111] lr: 7.043e-03, eta: 1 day, 12:02:14, time: 0.624, data_time: 0.028, memory: 27319, loss_cls: 0.3453, loss_bbox: 1.0839, loss_obj: 0.3310, loss: 1.7602 2023-02-25 00:27:54,670 - mmdet - INFO - Epoch [111][600/1111] lr: 7.041e-03, eta: 1 day, 12:01:45, time: 0.630, data_time: 0.026, memory: 27319, loss_cls: 0.3478, loss_bbox: 1.1034, loss_obj: 0.3427, loss: 1.7939 2023-02-25 00:28:25,782 - mmdet - INFO - Epoch [111][650/1111] lr: 7.039e-03, eta: 1 day, 12:01:14, time: 0.622, data_time: 0.034, memory: 27319, loss_cls: 0.3462, loss_bbox: 1.0961, loss_obj: 0.3453, loss: 1.7876 2023-02-25 00:28:55,171 - mmdet - INFO - Epoch [111][700/1111] lr: 7.037e-03, eta: 1 day, 12:00:41, time: 0.588, data_time: 0.032, memory: 27319, loss_cls: 0.3483, loss_bbox: 1.1044, loss_obj: 0.3372, loss: 1.7900 2023-02-25 00:29:22,930 - mmdet - INFO - Epoch [111][750/1111] lr: 7.034e-03, eta: 1 day, 12:00:05, time: 0.555, data_time: 0.031, memory: 27319, loss_cls: 0.3523, loss_bbox: 1.1290, loss_obj: 0.3543, loss: 1.8357 2023-02-25 00:29:55,467 - mmdet - INFO - Epoch [111][800/1111] lr: 7.032e-03, eta: 1 day, 11:59:37, time: 0.651, data_time: 0.029, memory: 27319, loss_cls: 0.3433, loss_bbox: 1.0724, loss_obj: 0.3385, loss: 1.7542 2023-02-25 00:30:27,692 - mmdet - INFO - Epoch [111][850/1111] lr: 7.030e-03, eta: 1 day, 11:59:09, time: 0.645, data_time: 0.032, memory: 27319, loss_cls: 0.3467, loss_bbox: 1.0934, loss_obj: 0.3415, loss: 1.7817 2023-02-25 00:30:59,994 - mmdet - INFO - Epoch [111][900/1111] lr: 7.028e-03, eta: 1 day, 11:58:41, time: 0.646, data_time: 0.025, memory: 27319, loss_cls: 0.3435, loss_bbox: 1.0783, loss_obj: 0.3228, loss: 1.7447 2023-02-25 00:31:32,376 - mmdet - INFO - Epoch [111][950/1111] lr: 7.026e-03, eta: 1 day, 11:58:13, time: 0.648, data_time: 0.029, memory: 27319, loss_cls: 0.3449, loss_bbox: 1.0840, loss_obj: 0.3317, loss: 1.7607 2023-02-25 00:32:02,126 - mmdet - INFO - Epoch [111][1000/1111] lr: 7.023e-03, eta: 1 day, 11:57:40, time: 0.595, data_time: 0.033, memory: 27319, loss_cls: 0.3477, loss_bbox: 1.1007, loss_obj: 0.3279, loss: 1.7764 2023-02-25 00:32:33,737 - mmdet - INFO - Epoch [111][1050/1111] lr: 7.021e-03, eta: 1 day, 11:57:10, time: 0.632, data_time: 0.029, memory: 27319, loss_cls: 0.3453, loss_bbox: 1.0891, loss_obj: 0.3521, loss: 1.7865 2023-02-25 00:33:07,741 - mmdet - INFO - Epoch [111][1100/1111] lr: 7.019e-03, eta: 1 day, 11:56:45, time: 0.680, data_time: 0.020, memory: 27319, loss_cls: 0.3400, loss_bbox: 1.0560, loss_obj: 0.3270, loss: 1.7230 2023-02-25 00:33:59,824 - mmdet - INFO - Epoch [112][50/1111] lr: 7.016e-03, eta: 1 day, 11:56:24, time: 0.945, data_time: 0.273, memory: 27319, loss_cls: 0.3510, loss_bbox: 1.1195, loss_obj: 0.3535, loss: 1.8240 2023-02-25 00:34:29,979 - mmdet - INFO - Epoch [112][100/1111] lr: 7.014e-03, eta: 1 day, 11:55:52, time: 0.603, data_time: 0.029, memory: 27319, loss_cls: 0.3440, loss_bbox: 1.0800, loss_obj: 0.3315, loss: 1.7555 2023-02-25 00:35:05,193 - mmdet - INFO - Epoch [112][150/1111] lr: 7.012e-03, eta: 1 day, 11:55:29, time: 0.704, data_time: 0.027, memory: 27319, loss_cls: 0.3425, loss_bbox: 1.0733, loss_obj: 0.3312, loss: 1.7469 2023-02-25 00:35:33,651 - mmdet - INFO - Epoch [112][200/1111] lr: 7.009e-03, eta: 1 day, 11:54:54, time: 0.569, data_time: 0.031, memory: 27319, loss_cls: 0.3488, loss_bbox: 1.1085, loss_obj: 0.3416, loss: 1.7989 2023-02-25 00:36:01,628 - mmdet - INFO - Epoch [112][250/1111] lr: 7.007e-03, eta: 1 day, 11:54:18, time: 0.559, data_time: 0.032, memory: 27319, loss_cls: 0.3544, loss_bbox: 1.1400, loss_obj: 0.3520, loss: 1.8464 2023-02-25 00:36:30,107 - mmdet - INFO - Epoch [112][300/1111] lr: 7.005e-03, eta: 1 day, 11:53:43, time: 0.570, data_time: 0.037, memory: 27319, loss_cls: 0.3519, loss_bbox: 1.1277, loss_obj: 0.3472, loss: 1.8267 2023-02-25 00:37:02,676 - mmdet - INFO - Epoch [112][350/1111] lr: 7.003e-03, eta: 1 day, 11:53:16, time: 0.651, data_time: 0.026, memory: 27319, loss_cls: 0.3443, loss_bbox: 1.0848, loss_obj: 0.3249, loss: 1.7540 2023-02-25 00:37:30,242 - mmdet - INFO - Epoch [112][400/1111] lr: 7.001e-03, eta: 1 day, 11:52:39, time: 0.551, data_time: 0.033, memory: 27319, loss_cls: 0.3436, loss_bbox: 1.0869, loss_obj: 0.3412, loss: 1.7717 2023-02-25 00:38:02,707 - mmdet - INFO - Epoch [112][450/1111] lr: 6.998e-03, eta: 1 day, 11:52:11, time: 0.649, data_time: 0.033, memory: 27319, loss_cls: 0.3517, loss_bbox: 1.1136, loss_obj: 0.3389, loss: 1.8042 2023-02-25 00:38:30,586 - mmdet - INFO - Epoch [112][500/1111] lr: 6.996e-03, eta: 1 day, 11:51:35, time: 0.558, data_time: 0.028, memory: 27319, loss_cls: 0.3448, loss_bbox: 1.0897, loss_obj: 0.3285, loss: 1.7630 2023-02-25 00:38:56,600 - mmdet - INFO - Epoch [112][550/1111] lr: 6.994e-03, eta: 1 day, 11:50:57, time: 0.520, data_time: 0.035, memory: 27319, loss_cls: 0.3497, loss_bbox: 1.1167, loss_obj: 0.3331, loss: 1.7996 2023-02-25 00:39:25,509 - mmdet - INFO - Epoch [112][600/1111] lr: 6.992e-03, eta: 1 day, 11:50:22, time: 0.578, data_time: 0.036, memory: 27319, loss_cls: 0.3481, loss_bbox: 1.1055, loss_obj: 0.3326, loss: 1.7861 2023-02-25 00:39:50,534 - mmdet - INFO - Epoch [112][650/1111] lr: 6.989e-03, eta: 1 day, 11:49:42, time: 0.501, data_time: 0.037, memory: 27319, loss_cls: 0.3524, loss_bbox: 1.1334, loss_obj: 0.3404, loss: 1.8261 2023-02-25 00:40:18,286 - mmdet - INFO - Epoch [112][700/1111] lr: 6.987e-03, eta: 1 day, 11:49:06, time: 0.555, data_time: 0.039, memory: 27319, loss_cls: 0.3494, loss_bbox: 1.1147, loss_obj: 0.3353, loss: 1.7994 2023-02-25 00:40:48,903 - mmdet - INFO - Epoch [112][750/1111] lr: 6.985e-03, eta: 1 day, 11:48:35, time: 0.612, data_time: 0.025, memory: 27319, loss_cls: 0.3490, loss_bbox: 1.1010, loss_obj: 0.3426, loss: 1.7925 2023-02-25 00:41:18,962 - mmdet - INFO - Epoch [112][800/1111] lr: 6.983e-03, eta: 1 day, 11:48:03, time: 0.601, data_time: 0.034, memory: 27319, loss_cls: 0.3573, loss_bbox: 1.1464, loss_obj: 0.3562, loss: 1.8599 2023-02-25 00:41:48,450 - mmdet - INFO - Epoch [112][850/1111] lr: 6.980e-03, eta: 1 day, 11:47:30, time: 0.590, data_time: 0.034, memory: 27319, loss_cls: 0.3495, loss_bbox: 1.1075, loss_obj: 0.3436, loss: 1.8006 2023-02-25 00:42:19,783 - mmdet - INFO - Epoch [112][900/1111] lr: 6.978e-03, eta: 1 day, 11:47:00, time: 0.627, data_time: 0.028, memory: 27319, loss_cls: 0.3473, loss_bbox: 1.0982, loss_obj: 0.3416, loss: 1.7871 2023-02-25 00:42:50,016 - mmdet - INFO - Epoch [112][950/1111] lr: 6.976e-03, eta: 1 day, 11:46:28, time: 0.605, data_time: 0.030, memory: 27319, loss_cls: 0.3488, loss_bbox: 1.1028, loss_obj: 0.3312, loss: 1.7828 2023-02-25 00:43:19,048 - mmdet - INFO - Epoch [112][1000/1111] lr: 6.974e-03, eta: 1 day, 11:45:54, time: 0.580, data_time: 0.031, memory: 27319, loss_cls: 0.3524, loss_bbox: 1.1302, loss_obj: 0.3450, loss: 1.8277 2023-02-25 00:43:45,083 - mmdet - INFO - Epoch [112][1050/1111] lr: 6.972e-03, eta: 1 day, 11:45:15, time: 0.521, data_time: 0.039, memory: 27319, loss_cls: 0.3535, loss_bbox: 1.1366, loss_obj: 0.3533, loss: 1.8434 2023-02-25 00:44:13,634 - mmdet - INFO - Epoch [112][1100/1111] lr: 6.969e-03, eta: 1 day, 11:44:41, time: 0.571, data_time: 0.022, memory: 27319, loss_cls: 0.3407, loss_bbox: 1.0751, loss_obj: 0.3310, loss: 1.7468 2023-02-25 00:45:07,051 - mmdet - INFO - Epoch [113][50/1111] lr: 6.967e-03, eta: 1 day, 11:44:19, time: 0.946, data_time: 0.281, memory: 27319, loss_cls: 0.3426, loss_bbox: 1.0824, loss_obj: 0.3514, loss: 1.7764 2023-02-25 00:45:37,343 - mmdet - INFO - Epoch [113][100/1111] lr: 6.964e-03, eta: 1 day, 11:43:48, time: 0.606, data_time: 0.031, memory: 27319, loss_cls: 0.3496, loss_bbox: 1.1101, loss_obj: 0.3324, loss: 1.7921 2023-02-25 00:46:09,929 - mmdet - INFO - Epoch [113][150/1111] lr: 6.962e-03, eta: 1 day, 11:43:20, time: 0.652, data_time: 0.027, memory: 27319, loss_cls: 0.3419, loss_bbox: 1.0690, loss_obj: 0.3314, loss: 1.7423 2023-02-25 00:46:40,195 - mmdet - INFO - Epoch [113][200/1111] lr: 6.960e-03, eta: 1 day, 11:42:48, time: 0.605, data_time: 0.033, memory: 27319, loss_cls: 0.3464, loss_bbox: 1.0932, loss_obj: 0.3290, loss: 1.7686 2023-02-25 00:47:07,980 - mmdet - INFO - Epoch [113][250/1111] lr: 6.958e-03, eta: 1 day, 11:42:12, time: 0.555, data_time: 0.026, memory: 27319, loss_cls: 0.3488, loss_bbox: 1.1092, loss_obj: 0.3475, loss: 1.8055 2023-02-25 00:47:35,447 - mmdet - INFO - Epoch [113][300/1111] lr: 6.955e-03, eta: 1 day, 11:41:36, time: 0.550, data_time: 0.035, memory: 27319, loss_cls: 0.3464, loss_bbox: 1.1007, loss_obj: 0.3395, loss: 1.7866 2023-02-25 00:48:07,046 - mmdet - INFO - Epoch [113][350/1111] lr: 6.953e-03, eta: 1 day, 11:41:07, time: 0.632, data_time: 0.026, memory: 27319, loss_cls: 0.3502, loss_bbox: 1.1120, loss_obj: 0.3586, loss: 1.8208 2023-02-25 00:48:35,554 - mmdet - INFO - Epoch [113][400/1111] lr: 6.951e-03, eta: 1 day, 11:40:32, time: 0.570, data_time: 0.027, memory: 27319, loss_cls: 0.3499, loss_bbox: 1.1085, loss_obj: 0.3344, loss: 1.7928 2023-02-25 00:49:06,652 - mmdet - INFO - Epoch [113][450/1111] lr: 6.949e-03, eta: 1 day, 11:40:02, time: 0.622, data_time: 0.034, memory: 27319, loss_cls: 0.3440, loss_bbox: 1.0839, loss_obj: 0.3368, loss: 1.7647 2023-02-25 00:49:37,667 - mmdet - INFO - Epoch [113][500/1111] lr: 6.946e-03, eta: 1 day, 11:39:31, time: 0.620, data_time: 0.027, memory: 27319, loss_cls: 0.3406, loss_bbox: 1.0674, loss_obj: 0.3348, loss: 1.7428 2023-02-25 00:50:08,130 - mmdet - INFO - Epoch [113][550/1111] lr: 6.944e-03, eta: 1 day, 11:39:00, time: 0.609, data_time: 0.029, memory: 27319, loss_cls: 0.3454, loss_bbox: 1.0939, loss_obj: 0.3300, loss: 1.7693 2023-02-25 00:50:35,568 - mmdet - INFO - Epoch [113][600/1111] lr: 6.942e-03, eta: 1 day, 11:38:23, time: 0.549, data_time: 0.035, memory: 27319, loss_cls: 0.3485, loss_bbox: 1.1067, loss_obj: 0.3318, loss: 1.7869 2023-02-25 00:51:05,345 - mmdet - INFO - Epoch [113][650/1111] lr: 6.940e-03, eta: 1 day, 11:37:51, time: 0.596, data_time: 0.034, memory: 27319, loss_cls: 0.3488, loss_bbox: 1.1077, loss_obj: 0.3437, loss: 1.8002 2023-02-25 00:51:34,718 - mmdet - INFO - Epoch [113][700/1111] lr: 6.937e-03, eta: 1 day, 11:37:18, time: 0.587, data_time: 0.030, memory: 27319, loss_cls: 0.3452, loss_bbox: 1.0885, loss_obj: 0.3297, loss: 1.7633 2023-02-25 00:52:07,710 - mmdet - INFO - Epoch [113][750/1111] lr: 6.935e-03, eta: 1 day, 11:36:50, time: 0.660, data_time: 0.025, memory: 27319, loss_cls: 0.3442, loss_bbox: 1.0858, loss_obj: 0.3496, loss: 1.7796 2023-02-25 00:52:41,443 - mmdet - INFO - Epoch [113][800/1111] lr: 6.933e-03, eta: 1 day, 11:36:25, time: 0.675, data_time: 0.025, memory: 27319, loss_cls: 0.3441, loss_bbox: 1.0797, loss_obj: 0.3458, loss: 1.7696 2023-02-25 00:53:14,264 - mmdet - INFO - Epoch [113][850/1111] lr: 6.931e-03, eta: 1 day, 11:35:57, time: 0.656, data_time: 0.026, memory: 27319, loss_cls: 0.3410, loss_bbox: 1.0654, loss_obj: 0.3175, loss: 1.7239 2023-02-25 00:53:44,744 - mmdet - INFO - Epoch [113][900/1111] lr: 6.929e-03, eta: 1 day, 11:35:26, time: 0.610, data_time: 0.034, memory: 27319, loss_cls: 0.3530, loss_bbox: 1.1210, loss_obj: 0.3441, loss: 1.8181 2023-02-25 00:54:13,731 - mmdet - INFO - Epoch [113][950/1111] lr: 6.926e-03, eta: 1 day, 11:34:52, time: 0.580, data_time: 0.031, memory: 27319, loss_cls: 0.3434, loss_bbox: 1.0822, loss_obj: 0.3373, loss: 1.7629 2023-02-25 00:54:42,881 - mmdet - INFO - Epoch [113][1000/1111] lr: 6.924e-03, eta: 1 day, 11:34:18, time: 0.583, data_time: 0.031, memory: 27319, loss_cls: 0.3569, loss_bbox: 1.1469, loss_obj: 0.3460, loss: 1.8498 2023-02-25 00:55:14,849 - mmdet - INFO - Epoch [113][1050/1111] lr: 6.922e-03, eta: 1 day, 11:33:49, time: 0.639, data_time: 0.031, memory: 27319, loss_cls: 0.3474, loss_bbox: 1.0955, loss_obj: 0.3351, loss: 1.7780 2023-02-25 00:55:46,087 - mmdet - INFO - Epoch [113][1100/1111] lr: 6.920e-03, eta: 1 day, 11:33:19, time: 0.625, data_time: 0.026, memory: 27319, loss_cls: 0.3414, loss_bbox: 1.0737, loss_obj: 0.3383, loss: 1.7534 2023-02-25 00:56:40,217 - mmdet - INFO - Epoch [114][50/1111] lr: 6.917e-03, eta: 1 day, 11:33:00, time: 0.972, data_time: 0.267, memory: 27319, loss_cls: 0.3525, loss_bbox: 1.1244, loss_obj: 0.3408, loss: 1.8177 2023-02-25 00:57:09,916 - mmdet - INFO - Epoch [114][100/1111] lr: 6.915e-03, eta: 1 day, 11:32:27, time: 0.594, data_time: 0.032, memory: 27319, loss_cls: 0.3473, loss_bbox: 1.0967, loss_obj: 0.3317, loss: 1.7758 2023-02-25 00:57:42,480 - mmdet - INFO - Epoch [114][150/1111] lr: 6.912e-03, eta: 1 day, 11:32:00, time: 0.651, data_time: 0.031, memory: 27319, loss_cls: 0.3480, loss_bbox: 1.0968, loss_obj: 0.3293, loss: 1.7740 2023-02-25 00:58:13,088 - mmdet - INFO - Epoch [114][200/1111] lr: 6.910e-03, eta: 1 day, 11:31:28, time: 0.612, data_time: 0.025, memory: 27319, loss_cls: 0.3417, loss_bbox: 1.0738, loss_obj: 0.3308, loss: 1.7462 2023-02-25 00:58:41,001 - mmdet - INFO - Epoch [114][250/1111] lr: 6.908e-03, eta: 1 day, 11:30:53, time: 0.558, data_time: 0.039, memory: 27319, loss_cls: 0.3489, loss_bbox: 1.1092, loss_obj: 0.3466, loss: 1.8047 2023-02-25 00:59:14,409 - mmdet - INFO - Epoch [114][300/1111] lr: 6.906e-03, eta: 1 day, 11:30:26, time: 0.668, data_time: 0.026, memory: 27319, loss_cls: 0.3469, loss_bbox: 1.0941, loss_obj: 0.3388, loss: 1.7797 2023-02-25 00:59:46,372 - mmdet - INFO - Epoch [114][350/1111] lr: 6.903e-03, eta: 1 day, 11:29:57, time: 0.639, data_time: 0.028, memory: 27319, loss_cls: 0.3441, loss_bbox: 1.0838, loss_obj: 0.3396, loss: 1.7675 2023-02-25 01:00:15,399 - mmdet - INFO - Epoch [114][400/1111] lr: 6.901e-03, eta: 1 day, 11:29:24, time: 0.581, data_time: 0.034, memory: 27319, loss_cls: 0.3515, loss_bbox: 1.1225, loss_obj: 0.3457, loss: 1.8196 2023-02-25 01:00:45,624 - mmdet - INFO - Epoch [114][450/1111] lr: 6.899e-03, eta: 1 day, 11:28:52, time: 0.604, data_time: 0.026, memory: 27319, loss_cls: 0.3417, loss_bbox: 1.0712, loss_obj: 0.3315, loss: 1.7445 2023-02-25 01:01:13,630 - mmdet - INFO - Epoch [114][500/1111] lr: 6.897e-03, eta: 1 day, 11:28:16, time: 0.560, data_time: 0.035, memory: 27319, loss_cls: 0.3496, loss_bbox: 1.1086, loss_obj: 0.3289, loss: 1.7871 2023-02-25 01:01:48,091 - mmdet - INFO - Epoch [114][550/1111] lr: 6.894e-03, eta: 1 day, 11:27:52, time: 0.689, data_time: 0.029, memory: 27319, loss_cls: 0.3460, loss_bbox: 1.0901, loss_obj: 0.3454, loss: 1.7816 2023-02-25 01:02:20,926 - mmdet - INFO - Epoch [114][600/1111] lr: 6.892e-03, eta: 1 day, 11:27:24, time: 0.657, data_time: 0.027, memory: 27319, loss_cls: 0.3424, loss_bbox: 1.0739, loss_obj: 0.3424, loss: 1.7587 2023-02-25 01:02:48,670 - mmdet - INFO - Epoch [114][650/1111] lr: 6.890e-03, eta: 1 day, 11:26:48, time: 0.555, data_time: 0.033, memory: 27319, loss_cls: 0.3560, loss_bbox: 1.1417, loss_obj: 0.3525, loss: 1.8503 2023-02-25 01:03:18,411 - mmdet - INFO - Epoch [114][700/1111] lr: 6.888e-03, eta: 1 day, 11:26:16, time: 0.595, data_time: 0.030, memory: 27319, loss_cls: 0.3454, loss_bbox: 1.0883, loss_obj: 0.3326, loss: 1.7663 2023-02-25 01:03:52,911 - mmdet - INFO - Epoch [114][750/1111] lr: 6.885e-03, eta: 1 day, 11:25:51, time: 0.690, data_time: 0.028, memory: 27319, loss_cls: 0.3406, loss_bbox: 1.0654, loss_obj: 0.3343, loss: 1.7403 2023-02-25 01:04:25,341 - mmdet - INFO - Epoch [114][800/1111] lr: 6.883e-03, eta: 1 day, 11:25:23, time: 0.649, data_time: 0.026, memory: 27319, loss_cls: 0.3494, loss_bbox: 1.1088, loss_obj: 0.3512, loss: 1.8095 2023-02-25 01:04:58,705 - mmdet - INFO - Epoch [114][850/1111] lr: 6.881e-03, eta: 1 day, 11:24:56, time: 0.667, data_time: 0.028, memory: 27319, loss_cls: 0.3392, loss_bbox: 1.0586, loss_obj: 0.3230, loss: 1.7208 2023-02-25 01:05:29,616 - mmdet - INFO - Epoch [114][900/1111] lr: 6.879e-03, eta: 1 day, 11:24:26, time: 0.618, data_time: 0.031, memory: 27319, loss_cls: 0.3500, loss_bbox: 1.1120, loss_obj: 0.3434, loss: 1.8054 2023-02-25 01:05:58,522 - mmdet - INFO - Epoch [114][950/1111] lr: 6.876e-03, eta: 1 day, 11:23:52, time: 0.578, data_time: 0.033, memory: 27319, loss_cls: 0.3439, loss_bbox: 1.0911, loss_obj: 0.3487, loss: 1.7837 2023-02-25 01:06:30,373 - mmdet - INFO - Epoch [114][1000/1111] lr: 6.874e-03, eta: 1 day, 11:23:23, time: 0.637, data_time: 0.027, memory: 27319, loss_cls: 0.3415, loss_bbox: 1.0675, loss_obj: 0.3232, loss: 1.7323 2023-02-25 01:06:57,513 - mmdet - INFO - Epoch [114][1050/1111] lr: 6.872e-03, eta: 1 day, 11:22:46, time: 0.543, data_time: 0.032, memory: 27319, loss_cls: 0.3464, loss_bbox: 1.1013, loss_obj: 0.3348, loss: 1.7825 2023-02-25 01:07:27,937 - mmdet - INFO - Epoch [114][1100/1111] lr: 6.870e-03, eta: 1 day, 11:22:14, time: 0.608, data_time: 0.030, memory: 27319, loss_cls: 0.3418, loss_bbox: 1.0800, loss_obj: 0.3434, loss: 1.7652 2023-02-25 01:08:17,138 - mmdet - INFO - Epoch [115][50/1111] lr: 6.867e-03, eta: 1 day, 11:21:47, time: 0.879, data_time: 0.298, memory: 27319, loss_cls: 0.3516, loss_bbox: 1.1256, loss_obj: 0.3357, loss: 1.8130 2023-02-25 01:08:45,750 - mmdet - INFO - Epoch [115][100/1111] lr: 6.865e-03, eta: 1 day, 11:21:13, time: 0.572, data_time: 0.028, memory: 27319, loss_cls: 0.3445, loss_bbox: 1.0875, loss_obj: 0.3289, loss: 1.7609 2023-02-25 01:09:15,307 - mmdet - INFO - Epoch [115][150/1111] lr: 6.862e-03, eta: 1 day, 11:20:40, time: 0.591, data_time: 0.030, memory: 27319, loss_cls: 0.3445, loss_bbox: 1.0871, loss_obj: 0.3363, loss: 1.7679 2023-02-25 01:09:46,765 - mmdet - INFO - Epoch [115][200/1111] lr: 6.860e-03, eta: 1 day, 11:20:10, time: 0.629, data_time: 0.038, memory: 27319, loss_cls: 0.3464, loss_bbox: 1.0963, loss_obj: 0.3316, loss: 1.7743 2023-02-25 01:10:28,737 - mmdet - INFO - Epoch [115][250/1111] lr: 6.858e-03, eta: 1 day, 11:19:57, time: 0.839, data_time: 0.038, memory: 27319, loss_cls: 0.3455, loss_bbox: 1.0917, loss_obj: 0.3443, loss: 1.7815 2023-02-25 01:11:05,985 - mmdet - INFO - Epoch [115][300/1111] lr: 6.855e-03, eta: 1 day, 11:19:37, time: 0.745, data_time: 0.038, memory: 27319, loss_cls: 0.3464, loss_bbox: 1.0989, loss_obj: 0.3354, loss: 1.7807 2023-02-25 01:11:40,893 - mmdet - INFO - Epoch [115][350/1111] lr: 6.853e-03, eta: 1 day, 11:19:13, time: 0.698, data_time: 0.036, memory: 27319, loss_cls: 0.3489, loss_bbox: 1.1068, loss_obj: 0.3348, loss: 1.7905 2023-02-25 01:12:22,059 - mmdet - INFO - Epoch [115][400/1111] lr: 6.851e-03, eta: 1 day, 11:18:59, time: 0.823, data_time: 0.035, memory: 27319, loss_cls: 0.3438, loss_bbox: 1.0804, loss_obj: 0.3293, loss: 1.7535 2023-02-25 01:13:01,053 - mmdet - INFO - Epoch [115][450/1111] lr: 6.849e-03, eta: 1 day, 11:18:41, time: 0.780, data_time: 0.035, memory: 27319, loss_cls: 0.3412, loss_bbox: 1.0719, loss_obj: 0.3303, loss: 1.7434 2023-02-25 01:13:34,240 - mmdet - INFO - Epoch [115][500/1111] lr: 6.846e-03, eta: 1 day, 11:18:14, time: 0.664, data_time: 0.040, memory: 27319, loss_cls: 0.3526, loss_bbox: 1.1298, loss_obj: 0.3340, loss: 1.8164 2023-02-25 01:14:11,045 - mmdet - INFO - Epoch [115][550/1111] lr: 6.844e-03, eta: 1 day, 11:17:53, time: 0.736, data_time: 0.040, memory: 27319, loss_cls: 0.3467, loss_bbox: 1.0988, loss_obj: 0.3362, loss: 1.7818 2023-02-25 01:14:48,841 - mmdet - INFO - Epoch [115][600/1111] lr: 6.842e-03, eta: 1 day, 11:17:34, time: 0.756, data_time: 0.031, memory: 27319, loss_cls: 0.3470, loss_bbox: 1.0969, loss_obj: 0.3343, loss: 1.7782 2023-02-25 01:15:32,205 - mmdet - INFO - Epoch [115][650/1111] lr: 6.840e-03, eta: 1 day, 11:17:23, time: 0.867, data_time: 0.040, memory: 27319, loss_cls: 0.3415, loss_bbox: 1.0726, loss_obj: 0.3310, loss: 1.7451 2023-02-25 01:16:12,451 - mmdet - INFO - Epoch [115][700/1111] lr: 6.837e-03, eta: 1 day, 11:17:07, time: 0.805, data_time: 0.025, memory: 27319, loss_cls: 0.3400, loss_bbox: 1.0632, loss_obj: 0.3289, loss: 1.7321 2023-02-25 01:16:40,921 - mmdet - INFO - Epoch [115][750/1111] lr: 6.835e-03, eta: 1 day, 11:16:33, time: 0.570, data_time: 0.037, memory: 27319, loss_cls: 0.3463, loss_bbox: 1.0972, loss_obj: 0.3429, loss: 1.7863 2023-02-25 01:17:12,712 - mmdet - INFO - Epoch [115][800/1111] lr: 6.833e-03, eta: 1 day, 11:16:03, time: 0.636, data_time: 0.027, memory: 27319, loss_cls: 0.3421, loss_bbox: 1.0715, loss_obj: 0.3247, loss: 1.7383 2023-02-25 01:17:45,195 - mmdet - INFO - Epoch [115][850/1111] lr: 6.831e-03, eta: 1 day, 11:15:35, time: 0.650, data_time: 0.026, memory: 27319, loss_cls: 0.3462, loss_bbox: 1.0953, loss_obj: 0.3406, loss: 1.7822 2023-02-25 01:18:10,338 - mmdet - INFO - Epoch [115][900/1111] lr: 6.828e-03, eta: 1 day, 11:14:55, time: 0.503, data_time: 0.044, memory: 27319, loss_cls: 0.3530, loss_bbox: 1.1358, loss_obj: 0.3438, loss: 1.8326 2023-02-25 01:18:39,816 - mmdet - INFO - Epoch [115][950/1111] lr: 6.826e-03, eta: 1 day, 11:14:22, time: 0.590, data_time: 0.033, memory: 27319, loss_cls: 0.3468, loss_bbox: 1.0978, loss_obj: 0.3229, loss: 1.7675 2023-02-25 01:19:10,918 - mmdet - INFO - Epoch [115][1000/1111] lr: 6.824e-03, eta: 1 day, 11:13:52, time: 0.622, data_time: 0.026, memory: 27319, loss_cls: 0.3423, loss_bbox: 1.0751, loss_obj: 0.3355, loss: 1.7529 2023-02-25 01:19:41,596 - mmdet - INFO - Epoch [115][1050/1111] lr: 6.822e-03, eta: 1 day, 11:13:21, time: 0.613, data_time: 0.032, memory: 27319, loss_cls: 0.3407, loss_bbox: 1.0678, loss_obj: 0.3299, loss: 1.7384 2023-02-25 01:20:08,173 - mmdet - INFO - Epoch [115][1100/1111] lr: 6.819e-03, eta: 1 day, 11:12:43, time: 0.532, data_time: 0.019, memory: 27319, loss_cls: 0.3433, loss_bbox: 1.0751, loss_obj: 0.3268, loss: 1.7452 2023-02-25 01:20:58,034 - mmdet - INFO - Epoch [116][50/1111] lr: 6.817e-03, eta: 1 day, 11:12:17, time: 0.891, data_time: 0.284, memory: 27319, loss_cls: 0.3483, loss_bbox: 1.1070, loss_obj: 0.3373, loss: 1.7926 2023-02-25 01:21:29,540 - mmdet - INFO - Epoch [116][100/1111] lr: 6.814e-03, eta: 1 day, 11:11:47, time: 0.630, data_time: 0.031, memory: 27319, loss_cls: 0.3407, loss_bbox: 1.0672, loss_obj: 0.3328, loss: 1.7407 2023-02-25 01:22:00,567 - mmdet - INFO - Epoch [116][150/1111] lr: 6.812e-03, eta: 1 day, 11:11:16, time: 0.620, data_time: 0.027, memory: 27319, loss_cls: 0.3465, loss_bbox: 1.0983, loss_obj: 0.3398, loss: 1.7846 2023-02-25 01:22:33,249 - mmdet - INFO - Epoch [116][200/1111] lr: 6.810e-03, eta: 1 day, 11:10:48, time: 0.654, data_time: 0.028, memory: 27319, loss_cls: 0.3417, loss_bbox: 1.0685, loss_obj: 0.3219, loss: 1.7321 2023-02-25 01:23:03,672 - mmdet - INFO - Epoch [116][250/1111] lr: 6.808e-03, eta: 1 day, 11:10:17, time: 0.608, data_time: 0.028, memory: 27319, loss_cls: 0.3404, loss_bbox: 1.0657, loss_obj: 0.3287, loss: 1.7349 2023-02-25 01:23:35,548 - mmdet - INFO - Epoch [116][300/1111] lr: 6.805e-03, eta: 1 day, 11:09:48, time: 0.637, data_time: 0.028, memory: 27319, loss_cls: 0.3392, loss_bbox: 1.0553, loss_obj: 0.3357, loss: 1.7302 2023-02-25 01:24:08,288 - mmdet - INFO - Epoch [116][350/1111] lr: 6.803e-03, eta: 1 day, 11:09:20, time: 0.655, data_time: 0.023, memory: 27319, loss_cls: 0.3446, loss_bbox: 1.0883, loss_obj: 0.3418, loss: 1.7747 2023-02-25 01:24:41,358 - mmdet - INFO - Epoch [116][400/1111] lr: 6.801e-03, eta: 1 day, 11:08:53, time: 0.662, data_time: 0.027, memory: 27319, loss_cls: 0.3409, loss_bbox: 1.0689, loss_obj: 0.3314, loss: 1.7411 2023-02-25 01:25:13,151 - mmdet - INFO - Epoch [116][450/1111] lr: 6.798e-03, eta: 1 day, 11:08:23, time: 0.636, data_time: 0.035, memory: 27319, loss_cls: 0.3478, loss_bbox: 1.0978, loss_obj: 0.3385, loss: 1.7841 2023-02-25 01:25:43,550 - mmdet - INFO - Epoch [116][500/1111] lr: 6.796e-03, eta: 1 day, 11:07:52, time: 0.608, data_time: 0.026, memory: 27319, loss_cls: 0.3396, loss_bbox: 1.0684, loss_obj: 0.3290, loss: 1.7370 2023-02-25 01:26:16,384 - mmdet - INFO - Epoch [116][550/1111] lr: 6.794e-03, eta: 1 day, 11:07:24, time: 0.657, data_time: 0.027, memory: 27319, loss_cls: 0.3365, loss_bbox: 1.0511, loss_obj: 0.3372, loss: 1.7248 2023-02-25 01:26:43,609 - mmdet - INFO - Epoch [116][600/1111] lr: 6.792e-03, eta: 1 day, 11:06:47, time: 0.544, data_time: 0.033, memory: 27319, loss_cls: 0.3477, loss_bbox: 1.1060, loss_obj: 0.3366, loss: 1.7904 2023-02-25 01:27:15,421 - mmdet - INFO - Epoch [116][650/1111] lr: 6.789e-03, eta: 1 day, 11:06:18, time: 0.636, data_time: 0.029, memory: 27319, loss_cls: 0.3417, loss_bbox: 1.0696, loss_obj: 0.3325, loss: 1.7438 2023-02-25 01:27:42,023 - mmdet - INFO - Epoch [116][700/1111] lr: 6.787e-03, eta: 1 day, 11:05:41, time: 0.532, data_time: 0.031, memory: 27319, loss_cls: 0.3476, loss_bbox: 1.1104, loss_obj: 0.3484, loss: 1.8064 2023-02-25 01:28:10,941 - mmdet - INFO - Epoch [116][750/1111] lr: 6.785e-03, eta: 1 day, 11:05:07, time: 0.578, data_time: 0.030, memory: 27319, loss_cls: 0.3453, loss_bbox: 1.0889, loss_obj: 0.3260, loss: 1.7602 2023-02-25 01:28:40,313 - mmdet - INFO - Epoch [116][800/1111] lr: 6.783e-03, eta: 1 day, 11:04:33, time: 0.587, data_time: 0.032, memory: 27319, loss_cls: 0.3483, loss_bbox: 1.1092, loss_obj: 0.3448, loss: 1.8023 2023-02-25 01:29:12,951 - mmdet - INFO - Epoch [116][850/1111] lr: 6.780e-03, eta: 1 day, 11:04:05, time: 0.653, data_time: 0.027, memory: 27319, loss_cls: 0.3497, loss_bbox: 1.1070, loss_obj: 0.3576, loss: 1.8144 2023-02-25 01:29:42,302 - mmdet - INFO - Epoch [116][900/1111] lr: 6.778e-03, eta: 1 day, 11:03:32, time: 0.587, data_time: 0.028, memory: 27319, loss_cls: 0.3443, loss_bbox: 1.0893, loss_obj: 0.3449, loss: 1.7784 2023-02-25 01:30:13,895 - mmdet - INFO - Epoch [116][950/1111] lr: 6.776e-03, eta: 1 day, 11:03:03, time: 0.632, data_time: 0.027, memory: 27319, loss_cls: 0.3417, loss_bbox: 1.0674, loss_obj: 0.3199, loss: 1.7290 2023-02-25 01:30:46,872 - mmdet - INFO - Epoch [116][1000/1111] lr: 6.773e-03, eta: 1 day, 11:02:35, time: 0.660, data_time: 0.024, memory: 27319, loss_cls: 0.3405, loss_bbox: 1.0662, loss_obj: 0.3314, loss: 1.7380 2023-02-25 01:31:14,794 - mmdet - INFO - Epoch [116][1050/1111] lr: 6.771e-03, eta: 1 day, 11:02:00, time: 0.558, data_time: 0.032, memory: 27319, loss_cls: 0.3459, loss_bbox: 1.0951, loss_obj: 0.3287, loss: 1.7696 2023-02-25 01:31:38,916 - mmdet - INFO - Epoch [116][1100/1111] lr: 6.769e-03, eta: 1 day, 11:01:18, time: 0.482, data_time: 0.030, memory: 27319, loss_cls: 0.3530, loss_bbox: 1.1312, loss_obj: 0.3507, loss: 1.8350 2023-02-25 01:32:35,344 - mmdet - INFO - Epoch [117][50/1111] lr: 6.766e-03, eta: 1 day, 11:01:01, time: 1.008, data_time: 0.281, memory: 27319, loss_cls: 0.3408, loss_bbox: 1.0627, loss_obj: 0.3237, loss: 1.7272 2023-02-25 01:33:04,805 - mmdet - INFO - Epoch [117][100/1111] lr: 6.764e-03, eta: 1 day, 11:00:28, time: 0.589, data_time: 0.031, memory: 27319, loss_cls: 0.3452, loss_bbox: 1.0922, loss_obj: 0.3389, loss: 1.7763 2023-02-25 01:33:34,070 - mmdet - INFO - Epoch [117][150/1111] lr: 6.762e-03, eta: 1 day, 10:59:54, time: 0.585, data_time: 0.031, memory: 27319, loss_cls: 0.3440, loss_bbox: 1.0867, loss_obj: 0.3226, loss: 1.7533 2023-02-25 01:34:07,309 - mmdet - INFO - Epoch [117][200/1111] lr: 6.759e-03, eta: 1 day, 10:59:27, time: 0.665, data_time: 0.027, memory: 27319, loss_cls: 0.3448, loss_bbox: 1.0841, loss_obj: 0.3480, loss: 1.7768 2023-02-25 01:34:40,582 - mmdet - INFO - Epoch [117][250/1111] lr: 6.757e-03, eta: 1 day, 10:59:00, time: 0.665, data_time: 0.025, memory: 27319, loss_cls: 0.3387, loss_bbox: 1.0579, loss_obj: 0.3141, loss: 1.7108 2023-02-25 01:35:07,998 - mmdet - INFO - Epoch [117][300/1111] lr: 6.755e-03, eta: 1 day, 10:58:24, time: 0.548, data_time: 0.032, memory: 27319, loss_cls: 0.3433, loss_bbox: 1.0849, loss_obj: 0.3417, loss: 1.7700 2023-02-25 01:35:39,026 - mmdet - INFO - Epoch [117][350/1111] lr: 6.753e-03, eta: 1 day, 10:57:54, time: 0.621, data_time: 0.030, memory: 27319, loss_cls: 0.3401, loss_bbox: 1.0673, loss_obj: 0.3378, loss: 1.7452 2023-02-25 01:36:12,446 - mmdet - INFO - Epoch [117][400/1111] lr: 6.750e-03, eta: 1 day, 10:57:27, time: 0.668, data_time: 0.030, memory: 27319, loss_cls: 0.3426, loss_bbox: 1.0800, loss_obj: 0.3400, loss: 1.7626 2023-02-25 01:36:42,041 - mmdet - INFO - Epoch [117][450/1111] lr: 6.748e-03, eta: 1 day, 10:56:54, time: 0.592, data_time: 0.031, memory: 27319, loss_cls: 0.3466, loss_bbox: 1.0992, loss_obj: 0.3343, loss: 1.7802 2023-02-25 01:37:12,223 - mmdet - INFO - Epoch [117][500/1111] lr: 6.746e-03, eta: 1 day, 10:56:22, time: 0.604, data_time: 0.029, memory: 27319, loss_cls: 0.3466, loss_bbox: 1.0957, loss_obj: 0.3435, loss: 1.7858 2023-02-25 01:37:40,135 - mmdet - INFO - Epoch [117][550/1111] lr: 6.743e-03, eta: 1 day, 10:55:47, time: 0.558, data_time: 0.032, memory: 27319, loss_cls: 0.3470, loss_bbox: 1.0961, loss_obj: 0.3337, loss: 1.7768 2023-02-25 01:38:10,557 - mmdet - INFO - Epoch [117][600/1111] lr: 6.741e-03, eta: 1 day, 10:55:15, time: 0.608, data_time: 0.033, memory: 27319, loss_cls: 0.3393, loss_bbox: 1.0640, loss_obj: 0.3154, loss: 1.7187 2023-02-25 01:38:40,601 - mmdet - INFO - Epoch [117][650/1111] lr: 6.739e-03, eta: 1 day, 10:54:43, time: 0.601, data_time: 0.029, memory: 27319, loss_cls: 0.3439, loss_bbox: 1.0882, loss_obj: 0.3362, loss: 1.7683 2023-02-25 01:39:11,910 - mmdet - INFO - Epoch [117][700/1111] lr: 6.737e-03, eta: 1 day, 10:54:13, time: 0.626, data_time: 0.027, memory: 27319, loss_cls: 0.3355, loss_bbox: 1.0474, loss_obj: 0.3288, loss: 1.7116 2023-02-25 01:39:40,782 - mmdet - INFO - Epoch [117][750/1111] lr: 6.734e-03, eta: 1 day, 10:53:39, time: 0.578, data_time: 0.032, memory: 27319, loss_cls: 0.3352, loss_bbox: 1.0468, loss_obj: 0.3080, loss: 1.6899 2023-02-25 01:40:10,302 - mmdet - INFO - Epoch [117][800/1111] lr: 6.732e-03, eta: 1 day, 10:53:06, time: 0.590, data_time: 0.028, memory: 27319, loss_cls: 0.3434, loss_bbox: 1.0807, loss_obj: 0.3284, loss: 1.7526 2023-02-25 01:40:43,205 - mmdet - INFO - Epoch [117][850/1111] lr: 6.730e-03, eta: 1 day, 10:52:39, time: 0.658, data_time: 0.034, memory: 27319, loss_cls: 0.3445, loss_bbox: 1.0875, loss_obj: 0.3438, loss: 1.7759 2023-02-25 01:41:16,270 - mmdet - INFO - Epoch [117][900/1111] lr: 6.727e-03, eta: 1 day, 10:52:11, time: 0.661, data_time: 0.026, memory: 27319, loss_cls: 0.3373, loss_bbox: 1.0521, loss_obj: 0.3290, loss: 1.7184 2023-02-25 01:41:49,263 - mmdet - INFO - Epoch [117][950/1111] lr: 6.725e-03, eta: 1 day, 10:51:44, time: 0.660, data_time: 0.029, memory: 27319, loss_cls: 0.3438, loss_bbox: 1.0810, loss_obj: 0.3351, loss: 1.7599 2023-02-25 01:42:16,919 - mmdet - INFO - Epoch [117][1000/1111] lr: 6.723e-03, eta: 1 day, 10:51:08, time: 0.553, data_time: 0.032, memory: 27319, loss_cls: 0.3476, loss_bbox: 1.1001, loss_obj: 0.3280, loss: 1.7757 2023-02-25 01:42:46,565 - mmdet - INFO - Epoch [117][1050/1111] lr: 6.721e-03, eta: 1 day, 10:50:35, time: 0.593, data_time: 0.030, memory: 27319, loss_cls: 0.3452, loss_bbox: 1.0915, loss_obj: 0.3360, loss: 1.7726 2023-02-25 01:43:14,064 - mmdet - INFO - Epoch [117][1100/1111] lr: 6.718e-03, eta: 1 day, 10:49:59, time: 0.550, data_time: 0.029, memory: 27319, loss_cls: 0.3399, loss_bbox: 1.0723, loss_obj: 0.3342, loss: 1.7465 2023-02-25 01:44:11,108 - mmdet - INFO - Epoch [118][50/1111] lr: 6.716e-03, eta: 1 day, 10:49:42, time: 1.014, data_time: 0.261, memory: 27319, loss_cls: 0.3370, loss_bbox: 1.0436, loss_obj: 0.3147, loss: 1.6953 2023-02-25 01:44:39,805 - mmdet - INFO - Epoch [118][100/1111] lr: 6.713e-03, eta: 1 day, 10:49:08, time: 0.574, data_time: 0.028, memory: 27319, loss_cls: 0.3432, loss_bbox: 1.0779, loss_obj: 0.3298, loss: 1.7508 2023-02-25 01:45:13,061 - mmdet - INFO - Epoch [118][150/1111] lr: 6.711e-03, eta: 1 day, 10:48:41, time: 0.665, data_time: 0.033, memory: 27319, loss_cls: 0.3437, loss_bbox: 1.0803, loss_obj: 0.3270, loss: 1.7510 2023-02-25 01:45:43,263 - mmdet - INFO - Epoch [118][200/1111] lr: 6.709e-03, eta: 1 day, 10:48:09, time: 0.604, data_time: 0.029, memory: 27319, loss_cls: 0.3408, loss_bbox: 1.0717, loss_obj: 0.3272, loss: 1.7398 2023-02-25 01:46:14,332 - mmdet - INFO - Epoch [118][250/1111] lr: 6.706e-03, eta: 1 day, 10:47:38, time: 0.621, data_time: 0.025, memory: 27319, loss_cls: 0.3397, loss_bbox: 1.0632, loss_obj: 0.3194, loss: 1.7224 2023-02-25 01:46:40,891 - mmdet - INFO - Epoch [118][300/1111] lr: 6.704e-03, eta: 1 day, 10:47:01, time: 0.531, data_time: 0.033, memory: 27319, loss_cls: 0.3459, loss_bbox: 1.0960, loss_obj: 0.3262, loss: 1.7681 2023-02-25 01:47:10,475 - mmdet - INFO - Epoch [118][350/1111] lr: 6.702e-03, eta: 1 day, 10:46:28, time: 0.592, data_time: 0.034, memory: 27319, loss_cls: 0.3449, loss_bbox: 1.0839, loss_obj: 0.3124, loss: 1.7413 2023-02-25 01:47:39,063 - mmdet - INFO - Epoch [118][400/1111] lr: 6.700e-03, eta: 1 day, 10:45:54, time: 0.572, data_time: 0.032, memory: 27319, loss_cls: 0.3459, loss_bbox: 1.0979, loss_obj: 0.3373, loss: 1.7811 2023-02-25 01:48:06,938 - mmdet - INFO - Epoch [118][450/1111] lr: 6.697e-03, eta: 1 day, 10:45:18, time: 0.557, data_time: 0.029, memory: 27319, loss_cls: 0.3454, loss_bbox: 1.0921, loss_obj: 0.3337, loss: 1.7712 2023-02-25 01:48:36,811 - mmdet - INFO - Epoch [118][500/1111] lr: 6.695e-03, eta: 1 day, 10:44:46, time: 0.598, data_time: 0.035, memory: 27319, loss_cls: 0.3424, loss_bbox: 1.0768, loss_obj: 0.3279, loss: 1.7471 2023-02-25 01:49:05,628 - mmdet - INFO - Epoch [118][550/1111] lr: 6.693e-03, eta: 1 day, 10:44:12, time: 0.576, data_time: 0.032, memory: 27319, loss_cls: 0.3468, loss_bbox: 1.1030, loss_obj: 0.3393, loss: 1.7890 2023-02-25 01:49:38,008 - mmdet - INFO - Epoch [118][600/1111] lr: 6.690e-03, eta: 1 day, 10:43:43, time: 0.647, data_time: 0.031, memory: 27319, loss_cls: 0.3399, loss_bbox: 1.0669, loss_obj: 0.3400, loss: 1.7468 2023-02-25 01:50:07,637 - mmdet - INFO - Epoch [118][650/1111] lr: 6.688e-03, eta: 1 day, 10:43:11, time: 0.593, data_time: 0.027, memory: 27319, loss_cls: 0.3450, loss_bbox: 1.0907, loss_obj: 0.3302, loss: 1.7659 2023-02-25 01:50:39,235 - mmdet - INFO - Epoch [118][700/1111] lr: 6.686e-03, eta: 1 day, 10:42:41, time: 0.632, data_time: 0.038, memory: 27319, loss_cls: 0.3435, loss_bbox: 1.0806, loss_obj: 0.3300, loss: 1.7541 2023-02-25 01:51:11,727 - mmdet - INFO - Epoch [118][750/1111] lr: 6.684e-03, eta: 1 day, 10:42:13, time: 0.650, data_time: 0.024, memory: 27319, loss_cls: 0.3375, loss_bbox: 1.0591, loss_obj: 0.3393, loss: 1.7359 2023-02-25 01:51:44,717 - mmdet - INFO - Epoch [118][800/1111] lr: 6.681e-03, eta: 1 day, 10:41:45, time: 0.660, data_time: 0.028, memory: 27319, loss_cls: 0.3387, loss_bbox: 1.0617, loss_obj: 0.3314, loss: 1.7318 2023-02-25 01:52:16,506 - mmdet - INFO - Epoch [118][850/1111] lr: 6.679e-03, eta: 1 day, 10:41:16, time: 0.636, data_time: 0.026, memory: 27319, loss_cls: 0.3399, loss_bbox: 1.0641, loss_obj: 0.3207, loss: 1.7247 2023-02-25 01:52:46,552 - mmdet - INFO - Epoch [118][900/1111] lr: 6.677e-03, eta: 1 day, 10:40:44, time: 0.601, data_time: 0.029, memory: 27319, loss_cls: 0.3470, loss_bbox: 1.1018, loss_obj: 0.3424, loss: 1.7912 2023-02-25 01:53:20,704 - mmdet - INFO - Epoch [118][950/1111] lr: 6.674e-03, eta: 1 day, 10:40:18, time: 0.683, data_time: 0.028, memory: 27319, loss_cls: 0.3406, loss_bbox: 1.0664, loss_obj: 0.3326, loss: 1.7396 2023-02-25 01:53:51,852 - mmdet - INFO - Epoch [118][1000/1111] lr: 6.672e-03, eta: 1 day, 10:39:48, time: 0.623, data_time: 0.032, memory: 27319, loss_cls: 0.3415, loss_bbox: 1.0737, loss_obj: 0.3192, loss: 1.7344 2023-02-25 01:54:20,395 - mmdet - INFO - Epoch [118][1050/1111] lr: 6.670e-03, eta: 1 day, 10:39:13, time: 0.571, data_time: 0.038, memory: 27319, loss_cls: 0.3432, loss_bbox: 1.0867, loss_obj: 0.3300, loss: 1.7599 2023-02-25 01:54:49,770 - mmdet - INFO - Epoch [118][1100/1111] lr: 6.668e-03, eta: 1 day, 10:38:40, time: 0.587, data_time: 0.020, memory: 27319, loss_cls: 0.3379, loss_bbox: 1.0591, loss_obj: 0.3292, loss: 1.7263 2023-02-25 01:55:42,832 - mmdet - INFO - Epoch [119][50/1111] lr: 6.665e-03, eta: 1 day, 10:38:19, time: 0.963, data_time: 0.269, memory: 27319, loss_cls: 0.3430, loss_bbox: 1.0769, loss_obj: 0.3330, loss: 1.7529 2023-02-25 01:56:09,620 - mmdet - INFO - Epoch [119][100/1111] lr: 6.662e-03, eta: 1 day, 10:37:42, time: 0.536, data_time: 0.035, memory: 27319, loss_cls: 0.3448, loss_bbox: 1.0902, loss_obj: 0.3197, loss: 1.7548 2023-02-25 01:56:38,694 - mmdet - INFO - Epoch [119][150/1111] lr: 6.660e-03, eta: 1 day, 10:37:08, time: 0.582, data_time: 0.030, memory: 27319, loss_cls: 0.3436, loss_bbox: 1.0840, loss_obj: 0.3304, loss: 1.7580 2023-02-25 01:57:08,880 - mmdet - INFO - Epoch [119][200/1111] lr: 6.658e-03, eta: 1 day, 10:36:36, time: 0.604, data_time: 0.026, memory: 27319, loss_cls: 0.3381, loss_bbox: 1.0591, loss_obj: 0.3270, loss: 1.7242 2023-02-25 01:57:44,449 - mmdet - INFO - Epoch [119][250/1111] lr: 6.656e-03, eta: 1 day, 10:36:13, time: 0.711, data_time: 0.026, memory: 27319, loss_cls: 0.3411, loss_bbox: 1.0646, loss_obj: 0.3325, loss: 1.7381 2023-02-25 01:58:14,845 - mmdet - INFO - Epoch [119][300/1111] lr: 6.653e-03, eta: 1 day, 10:35:41, time: 0.608, data_time: 0.030, memory: 27319, loss_cls: 0.3411, loss_bbox: 1.0684, loss_obj: 0.3154, loss: 1.7249 2023-02-25 01:58:42,218 - mmdet - INFO - Epoch [119][350/1111] lr: 6.651e-03, eta: 1 day, 10:35:05, time: 0.548, data_time: 0.034, memory: 27319, loss_cls: 0.3454, loss_bbox: 1.0994, loss_obj: 0.3373, loss: 1.7821 2023-02-25 01:59:14,230 - mmdet - INFO - Epoch [119][400/1111] lr: 6.649e-03, eta: 1 day, 10:34:36, time: 0.640, data_time: 0.028, memory: 27319, loss_cls: 0.3394, loss_bbox: 1.0606, loss_obj: 0.3219, loss: 1.7218 2023-02-25 01:59:43,333 - mmdet - INFO - Epoch [119][450/1111] lr: 6.646e-03, eta: 1 day, 10:34:03, time: 0.582, data_time: 0.029, memory: 27319, loss_cls: 0.3427, loss_bbox: 1.0749, loss_obj: 0.3285, loss: 1.7460 2023-02-25 02:00:12,442 - mmdet - INFO - Epoch [119][500/1111] lr: 6.644e-03, eta: 1 day, 10:33:29, time: 0.582, data_time: 0.030, memory: 27319, loss_cls: 0.3452, loss_bbox: 1.0876, loss_obj: 0.3298, loss: 1.7626 2023-02-25 02:00:41,070 - mmdet - INFO - Epoch [119][550/1111] lr: 6.642e-03, eta: 1 day, 10:32:55, time: 0.572, data_time: 0.027, memory: 27319, loss_cls: 0.3471, loss_bbox: 1.1007, loss_obj: 0.3416, loss: 1.7895 2023-02-25 02:01:14,203 - mmdet - INFO - Epoch [119][600/1111] lr: 6.640e-03, eta: 1 day, 10:32:27, time: 0.663, data_time: 0.031, memory: 27319, loss_cls: 0.3432, loss_bbox: 1.0787, loss_obj: 0.3313, loss: 1.7531 2023-02-25 02:01:48,039 - mmdet - INFO - Epoch [119][650/1111] lr: 6.637e-03, eta: 1 day, 10:32:01, time: 0.677, data_time: 0.027, memory: 27319, loss_cls: 0.3358, loss_bbox: 1.0410, loss_obj: 0.3304, loss: 1.7072 2023-02-25 02:02:14,932 - mmdet - INFO - Epoch [119][700/1111] lr: 6.635e-03, eta: 1 day, 10:31:24, time: 0.537, data_time: 0.034, memory: 27319, loss_cls: 0.3501, loss_bbox: 1.1170, loss_obj: 0.3317, loss: 1.7988 2023-02-25 02:02:43,092 - mmdet - INFO - Epoch [119][750/1111] lr: 6.633e-03, eta: 1 day, 10:30:49, time: 0.564, data_time: 0.034, memory: 27319, loss_cls: 0.3457, loss_bbox: 1.0995, loss_obj: 0.3255, loss: 1.7708 2023-02-25 02:03:09,740 - mmdet - INFO - Epoch [119][800/1111] lr: 6.630e-03, eta: 1 day, 10:30:12, time: 0.533, data_time: 0.036, memory: 27319, loss_cls: 0.3508, loss_bbox: 1.1181, loss_obj: 0.3399, loss: 1.8088 2023-02-25 02:03:38,193 - mmdet - INFO - Epoch [119][850/1111] lr: 6.628e-03, eta: 1 day, 10:29:38, time: 0.569, data_time: 0.026, memory: 27319, loss_cls: 0.3450, loss_bbox: 1.0910, loss_obj: 0.3343, loss: 1.7703 2023-02-25 02:04:08,695 - mmdet - INFO - Epoch [119][900/1111] lr: 6.626e-03, eta: 1 day, 10:29:06, time: 0.610, data_time: 0.030, memory: 27319, loss_cls: 0.3419, loss_bbox: 1.0792, loss_obj: 0.3327, loss: 1.7538 2023-02-25 02:04:44,340 - mmdet - INFO - Epoch [119][950/1111] lr: 6.623e-03, eta: 1 day, 10:28:43, time: 0.713, data_time: 0.026, memory: 27319, loss_cls: 0.3335, loss_bbox: 1.0355, loss_obj: 0.3210, loss: 1.6900 2023-02-25 02:05:15,042 - mmdet - INFO - Epoch [119][1000/1111] lr: 6.621e-03, eta: 1 day, 10:28:12, time: 0.614, data_time: 0.027, memory: 27319, loss_cls: 0.3444, loss_bbox: 1.0869, loss_obj: 0.3426, loss: 1.7739 2023-02-25 02:05:43,356 - mmdet - INFO - Epoch [119][1050/1111] lr: 6.619e-03, eta: 1 day, 10:27:37, time: 0.567, data_time: 0.032, memory: 27319, loss_cls: 0.3437, loss_bbox: 1.0893, loss_obj: 0.3237, loss: 1.7568 2023-02-25 02:06:16,332 - mmdet - INFO - Epoch [119][1100/1111] lr: 6.617e-03, eta: 1 day, 10:27:10, time: 0.660, data_time: 0.023, memory: 27319, loss_cls: 0.3452, loss_bbox: 1.0863, loss_obj: 0.3415, loss: 1.7730 2023-02-25 02:07:13,248 - mmdet - INFO - Epoch [120][50/1111] lr: 6.614e-03, eta: 1 day, 10:26:51, time: 1.003, data_time: 0.271, memory: 27319, loss_cls: 0.3422, loss_bbox: 1.0713, loss_obj: 0.3295, loss: 1.7430 2023-02-25 02:07:47,684 - mmdet - INFO - Epoch [120][100/1111] lr: 6.612e-03, eta: 1 day, 10:26:26, time: 0.689, data_time: 0.024, memory: 27319, loss_cls: 0.3398, loss_bbox: 1.0582, loss_obj: 0.3256, loss: 1.7237 2023-02-25 02:08:15,649 - mmdet - INFO - Epoch [120][150/1111] lr: 6.609e-03, eta: 1 day, 10:25:50, time: 0.559, data_time: 0.034, memory: 27319, loss_cls: 0.3490, loss_bbox: 1.1139, loss_obj: 0.3361, loss: 1.7990 2023-02-25 02:08:43,333 - mmdet - INFO - Epoch [120][200/1111] lr: 6.607e-03, eta: 1 day, 10:25:15, time: 0.553, data_time: 0.029, memory: 27319, loss_cls: 0.3422, loss_bbox: 1.0827, loss_obj: 0.3333, loss: 1.7582 2023-02-25 02:09:19,292 - mmdet - INFO - Epoch [120][250/1111] lr: 6.605e-03, eta: 1 day, 10:24:52, time: 0.719, data_time: 0.027, memory: 27319, loss_cls: 0.3347, loss_bbox: 1.0448, loss_obj: 0.3292, loss: 1.7088 2023-02-25 02:09:49,501 - mmdet - INFO - Epoch [120][300/1111] lr: 6.602e-03, eta: 1 day, 10:24:20, time: 0.604, data_time: 0.026, memory: 27319, loss_cls: 0.3405, loss_bbox: 1.0681, loss_obj: 0.3240, loss: 1.7326 2023-02-25 02:10:19,897 - mmdet - INFO - Epoch [120][350/1111] lr: 6.600e-03, eta: 1 day, 10:23:48, time: 0.608, data_time: 0.033, memory: 27319, loss_cls: 0.3443, loss_bbox: 1.0856, loss_obj: 0.3333, loss: 1.7632 2023-02-25 02:10:52,907 - mmdet - INFO - Epoch [120][400/1111] lr: 6.598e-03, eta: 1 day, 10:23:21, time: 0.660, data_time: 0.025, memory: 27319, loss_cls: 0.3394, loss_bbox: 1.0623, loss_obj: 0.3213, loss: 1.7231 2023-02-25 02:11:23,516 - mmdet - INFO - Epoch [120][450/1111] lr: 6.595e-03, eta: 1 day, 10:22:50, time: 0.612, data_time: 0.033, memory: 27319, loss_cls: 0.3419, loss_bbox: 1.0809, loss_obj: 0.3367, loss: 1.7596 2023-02-25 02:11:56,232 - mmdet - INFO - Epoch [120][500/1111] lr: 6.593e-03, eta: 1 day, 10:22:22, time: 0.654, data_time: 0.029, memory: 27319, loss_cls: 0.3330, loss_bbox: 1.0311, loss_obj: 0.3184, loss: 1.6825 2023-02-25 02:12:30,655 - mmdet - INFO - Epoch [120][550/1111] lr: 6.591e-03, eta: 1 day, 10:21:56, time: 0.688, data_time: 0.027, memory: 27319, loss_cls: 0.3424, loss_bbox: 1.0734, loss_obj: 0.3254, loss: 1.7411 2023-02-25 02:13:01,936 - mmdet - INFO - Epoch [120][600/1111] lr: 6.589e-03, eta: 1 day, 10:21:26, time: 0.625, data_time: 0.036, memory: 27319, loss_cls: 0.3382, loss_bbox: 1.0570, loss_obj: 0.3215, loss: 1.7167 2023-02-25 02:13:32,880 - mmdet - INFO - Epoch [120][650/1111] lr: 6.586e-03, eta: 1 day, 10:20:55, time: 0.619, data_time: 0.026, memory: 27319, loss_cls: 0.3389, loss_bbox: 1.0637, loss_obj: 0.3268, loss: 1.7294 2023-02-25 02:14:02,702 - mmdet - INFO - Epoch [120][700/1111] lr: 6.584e-03, eta: 1 day, 10:20:23, time: 0.597, data_time: 0.031, memory: 27319, loss_cls: 0.3430, loss_bbox: 1.0831, loss_obj: 0.3412, loss: 1.7673 2023-02-25 02:14:28,135 - mmdet - INFO - Epoch [120][750/1111] lr: 6.582e-03, eta: 1 day, 10:19:44, time: 0.509, data_time: 0.040, memory: 27319, loss_cls: 0.3483, loss_bbox: 1.1141, loss_obj: 0.3366, loss: 1.7990 2023-02-25 02:15:05,281 - mmdet - INFO - Epoch [120][800/1111] lr: 6.579e-03, eta: 1 day, 10:19:22, time: 0.743, data_time: 0.033, memory: 27319, loss_cls: 0.3356, loss_bbox: 1.0431, loss_obj: 0.3189, loss: 1.6975 2023-02-25 02:15:36,876 - mmdet - INFO - Epoch [120][850/1111] lr: 6.577e-03, eta: 1 day, 10:18:53, time: 0.632, data_time: 0.025, memory: 27319, loss_cls: 0.3448, loss_bbox: 1.0875, loss_obj: 0.3551, loss: 1.7874 2023-02-25 02:16:06,288 - mmdet - INFO - Epoch [120][900/1111] lr: 6.575e-03, eta: 1 day, 10:18:20, time: 0.588, data_time: 0.033, memory: 27319, loss_cls: 0.3443, loss_bbox: 1.0910, loss_obj: 0.3455, loss: 1.7808 2023-02-25 02:16:36,142 - mmdet - INFO - Epoch [120][950/1111] lr: 6.572e-03, eta: 1 day, 10:17:47, time: 0.597, data_time: 0.030, memory: 27319, loss_cls: 0.3387, loss_bbox: 1.0640, loss_obj: 0.3258, loss: 1.7285 2023-02-25 02:17:06,528 - mmdet - INFO - Epoch [120][1000/1111] lr: 6.570e-03, eta: 1 day, 10:17:16, time: 0.608, data_time: 0.029, memory: 27319, loss_cls: 0.3410, loss_bbox: 1.0711, loss_obj: 0.3380, loss: 1.7501 2023-02-25 02:17:33,457 - mmdet - INFO - Epoch [120][1050/1111] lr: 6.568e-03, eta: 1 day, 10:16:39, time: 0.538, data_time: 0.033, memory: 27319, loss_cls: 0.3427, loss_bbox: 1.0826, loss_obj: 0.3342, loss: 1.7596 2023-02-25 02:18:01,570 - mmdet - INFO - Epoch [120][1100/1111] lr: 6.565e-03, eta: 1 day, 10:16:04, time: 0.563, data_time: 0.028, memory: 27319, loss_cls: 0.3397, loss_bbox: 1.0672, loss_obj: 0.3321, loss: 1.7390 2023-02-25 02:18:06,009 - mmdet - INFO - Saving checkpoint at 120 epochs 2023-02-25 02:21:07,246 - mmdet - INFO - Evaluating bbox... 2023-02-25 02:21:23,444 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.885 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.966 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.931 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.048 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.774 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.936 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.907 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.907 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.907 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.239 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.834 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.951 2023-02-25 02:21:23,675 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_110.pth was removed 2023-02-25 02:21:26,254 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_120.pth. 2023-02-25 02:21:26,254 - mmdet - INFO - Best bbox_mAP is 0.8848 at 120 epoch. 2023-02-25 02:21:26,254 - mmdet - INFO - Exp name: yolox_x.py 2023-02-25 02:21:26,254 - mmdet - INFO - Epoch(val) [120][4200] bbox_mAP: 0.8848, bbox_mAP_50: 0.9664, bbox_mAP_75: 0.9309, bbox_mAP_s: 0.0476, bbox_mAP_m: 0.7744, bbox_mAP_l: 0.9357, bbox_mAP_copypaste: 0.8848 0.9664 0.9309 0.0476 0.7744 0.9357 2023-02-25 02:22:06,083 - mmdet - INFO - Epoch [121][50/1111] lr: 6.563e-03, eta: 1 day, 10:15:30, time: 0.796, data_time: 0.184, memory: 27319, loss_cls: 0.3419, loss_bbox: 1.0737, loss_obj: 0.3365, loss: 1.7521 2023-02-25 02:22:40,137 - mmdet - INFO - Epoch [121][100/1111] lr: 6.560e-03, eta: 1 day, 10:15:04, time: 0.681, data_time: 0.025, memory: 27319, loss_cls: 0.3390, loss_bbox: 1.0551, loss_obj: 0.3266, loss: 1.7208 2023-02-25 02:23:08,783 - mmdet - INFO - Epoch [121][150/1111] lr: 6.558e-03, eta: 1 day, 10:14:30, time: 0.573, data_time: 0.037, memory: 27319, loss_cls: 0.3437, loss_bbox: 1.0874, loss_obj: 0.3405, loss: 1.7717 2023-02-25 02:23:35,831 - mmdet - INFO - Epoch [121][200/1111] lr: 6.556e-03, eta: 1 day, 10:13:53, time: 0.541, data_time: 0.038, memory: 27319, loss_cls: 0.3438, loss_bbox: 1.0951, loss_obj: 0.3481, loss: 1.7870 2023-02-25 02:24:08,174 - mmdet - INFO - Epoch [121][250/1111] lr: 6.553e-03, eta: 1 day, 10:13:24, time: 0.647, data_time: 0.026, memory: 27319, loss_cls: 0.3413, loss_bbox: 1.0745, loss_obj: 0.3433, loss: 1.7591 2023-02-25 02:24:39,580 - mmdet - INFO - Epoch [121][300/1111] lr: 6.551e-03, eta: 1 day, 10:12:54, time: 0.628, data_time: 0.029, memory: 27319, loss_cls: 0.3393, loss_bbox: 1.0677, loss_obj: 0.3337, loss: 1.7407 2023-02-25 02:25:11,159 - mmdet - INFO - Epoch [121][350/1111] lr: 6.549e-03, eta: 1 day, 10:12:25, time: 0.631, data_time: 0.029, memory: 27319, loss_cls: 0.3397, loss_bbox: 1.0662, loss_obj: 0.3224, loss: 1.7283 2023-02-25 02:25:44,446 - mmdet - INFO - Epoch [121][400/1111] lr: 6.547e-03, eta: 1 day, 10:11:58, time: 0.666, data_time: 0.028, memory: 27319, loss_cls: 0.3348, loss_bbox: 1.0398, loss_obj: 0.3281, loss: 1.7028 2023-02-25 02:26:15,677 - mmdet - INFO - Epoch [121][450/1111] lr: 6.544e-03, eta: 1 day, 10:11:27, time: 0.625, data_time: 0.030, memory: 27319, loss_cls: 0.3410, loss_bbox: 1.0698, loss_obj: 0.3270, loss: 1.7378 2023-02-25 02:26:48,664 - mmdet - INFO - Epoch [121][500/1111] lr: 6.542e-03, eta: 1 day, 10:11:00, time: 0.660, data_time: 0.029, memory: 27319, loss_cls: 0.3426, loss_bbox: 1.0802, loss_obj: 0.3336, loss: 1.7563 2023-02-25 02:27:15,509 - mmdet - INFO - Epoch [121][550/1111] lr: 6.540e-03, eta: 1 day, 10:10:23, time: 0.537, data_time: 0.033, memory: 27319, loss_cls: 0.3504, loss_bbox: 1.1204, loss_obj: 0.3488, loss: 1.8197 2023-02-25 02:27:45,791 - mmdet - INFO - Epoch [121][600/1111] lr: 6.537e-03, eta: 1 day, 10:09:51, time: 0.606, data_time: 0.029, memory: 27319, loss_cls: 0.3416, loss_bbox: 1.0783, loss_obj: 0.3220, loss: 1.7420 2023-02-25 02:28:16,382 - mmdet - INFO - Epoch [121][650/1111] lr: 6.535e-03, eta: 1 day, 10:09:20, time: 0.612, data_time: 0.026, memory: 27319, loss_cls: 0.3370, loss_bbox: 1.0533, loss_obj: 0.3267, loss: 1.7169 2023-02-25 02:28:48,560 - mmdet - INFO - Epoch [121][700/1111] lr: 6.533e-03, eta: 1 day, 10:08:51, time: 0.644, data_time: 0.028, memory: 27319, loss_cls: 0.3364, loss_bbox: 1.0512, loss_obj: 0.3180, loss: 1.7056 2023-02-25 02:29:22,948 - mmdet - INFO - Epoch [121][750/1111] lr: 6.530e-03, eta: 1 day, 10:08:25, time: 0.688, data_time: 0.027, memory: 27319, loss_cls: 0.3378, loss_bbox: 1.0544, loss_obj: 0.3371, loss: 1.7293 2023-02-25 02:29:54,581 - mmdet - INFO - Epoch [121][800/1111] lr: 6.528e-03, eta: 1 day, 10:07:56, time: 0.633, data_time: 0.029, memory: 27319, loss_cls: 0.3395, loss_bbox: 1.0661, loss_obj: 0.3291, loss: 1.7347 2023-02-25 02:30:30,374 - mmdet - INFO - Epoch [121][850/1111] lr: 6.526e-03, eta: 1 day, 10:07:32, time: 0.716, data_time: 0.026, memory: 27319, loss_cls: 0.3318, loss_bbox: 1.0277, loss_obj: 0.3155, loss: 1.6750 2023-02-25 02:31:01,372 - mmdet - INFO - Epoch [121][900/1111] lr: 6.523e-03, eta: 1 day, 10:07:02, time: 0.620, data_time: 0.031, memory: 27319, loss_cls: 0.3380, loss_bbox: 1.0588, loss_obj: 0.3260, loss: 1.7228 2023-02-25 02:31:34,566 - mmdet - INFO - Epoch [121][950/1111] lr: 6.521e-03, eta: 1 day, 10:06:34, time: 0.664, data_time: 0.025, memory: 27319, loss_cls: 0.3386, loss_bbox: 1.0547, loss_obj: 0.3274, loss: 1.7207 2023-02-25 02:32:02,238 - mmdet - INFO - Epoch [121][1000/1111] lr: 6.519e-03, eta: 1 day, 10:05:59, time: 0.553, data_time: 0.033, memory: 27319, loss_cls: 0.3411, loss_bbox: 1.0679, loss_obj: 0.3186, loss: 1.7276 2023-02-25 02:32:35,286 - mmdet - INFO - Epoch [121][1050/1111] lr: 6.516e-03, eta: 1 day, 10:05:31, time: 0.661, data_time: 0.031, memory: 27319, loss_cls: 0.3367, loss_bbox: 1.0499, loss_obj: 0.3239, loss: 1.7105 2023-02-25 02:33:07,155 - mmdet - INFO - Epoch [121][1100/1111] lr: 6.514e-03, eta: 1 day, 10:05:02, time: 0.637, data_time: 0.024, memory: 27319, loss_cls: 0.3410, loss_bbox: 1.0707, loss_obj: 0.3325, loss: 1.7442 2023-02-25 02:34:02,295 - mmdet - INFO - Epoch [122][50/1111] lr: 6.511e-03, eta: 1 day, 10:04:40, time: 0.963, data_time: 0.281, memory: 27319, loss_cls: 0.3438, loss_bbox: 1.0873, loss_obj: 0.3320, loss: 1.7631 2023-02-25 02:34:35,083 - mmdet - INFO - Epoch [122][100/1111] lr: 6.509e-03, eta: 1 day, 10:04:12, time: 0.656, data_time: 0.029, memory: 27319, loss_cls: 0.3420, loss_bbox: 1.0737, loss_obj: 0.3380, loss: 1.7537 2023-02-25 02:35:01,475 - mmdet - INFO - Epoch [122][150/1111] lr: 6.507e-03, eta: 1 day, 10:03:34, time: 0.528, data_time: 0.034, memory: 27319, loss_cls: 0.3503, loss_bbox: 1.1252, loss_obj: 0.3399, loss: 1.8153 2023-02-25 02:35:32,817 - mmdet - INFO - Epoch [122][200/1111] lr: 6.504e-03, eta: 1 day, 10:03:04, time: 0.627, data_time: 0.033, memory: 27319, loss_cls: 0.3447, loss_bbox: 1.0882, loss_obj: 0.3319, loss: 1.7648 2023-02-25 02:35:59,070 - mmdet - INFO - Epoch [122][250/1111] lr: 6.502e-03, eta: 1 day, 10:02:27, time: 0.525, data_time: 0.036, memory: 27319, loss_cls: 0.3412, loss_bbox: 1.0791, loss_obj: 0.3231, loss: 1.7434 2023-02-25 02:36:30,604 - mmdet - INFO - Epoch [122][300/1111] lr: 6.500e-03, eta: 1 day, 10:01:57, time: 0.631, data_time: 0.031, memory: 27319, loss_cls: 0.3394, loss_bbox: 1.0718, loss_obj: 0.3343, loss: 1.7455 2023-02-25 02:37:02,906 - mmdet - INFO - Epoch [122][350/1111] lr: 6.497e-03, eta: 1 day, 10:01:28, time: 0.646, data_time: 0.025, memory: 27319, loss_cls: 0.3392, loss_bbox: 1.0634, loss_obj: 0.3283, loss: 1.7308 2023-02-25 02:37:36,340 - mmdet - INFO - Epoch [122][400/1111] lr: 6.495e-03, eta: 1 day, 10:01:01, time: 0.669, data_time: 0.027, memory: 27319, loss_cls: 0.3336, loss_bbox: 1.0351, loss_obj: 0.3174, loss: 1.6861 2023-02-25 02:38:07,014 - mmdet - INFO - Epoch [122][450/1111] lr: 6.493e-03, eta: 1 day, 10:00:30, time: 0.613, data_time: 0.025, memory: 27319, loss_cls: 0.3366, loss_bbox: 1.0486, loss_obj: 0.3178, loss: 1.7030 2023-02-25 02:38:36,270 - mmdet - INFO - Epoch [122][500/1111] lr: 6.491e-03, eta: 1 day, 9:59:57, time: 0.585, data_time: 0.034, memory: 27319, loss_cls: 0.3389, loss_bbox: 1.0617, loss_obj: 0.3187, loss: 1.7194 2023-02-25 02:39:09,693 - mmdet - INFO - Epoch [122][550/1111] lr: 6.488e-03, eta: 1 day, 9:59:29, time: 0.668, data_time: 0.024, memory: 27319, loss_cls: 0.3368, loss_bbox: 1.0493, loss_obj: 0.3132, loss: 1.6994 2023-02-25 02:39:42,371 - mmdet - INFO - Epoch [122][600/1111] lr: 6.486e-03, eta: 1 day, 9:59:01, time: 0.654, data_time: 0.029, memory: 27319, loss_cls: 0.3357, loss_bbox: 1.0492, loss_obj: 0.3261, loss: 1.7111 2023-02-25 02:40:14,519 - mmdet - INFO - Epoch [122][650/1111] lr: 6.484e-03, eta: 1 day, 9:58:32, time: 0.643, data_time: 0.026, memory: 27319, loss_cls: 0.3394, loss_bbox: 1.0625, loss_obj: 0.3260, loss: 1.7279 2023-02-25 02:40:43,221 - mmdet - INFO - Epoch [122][700/1111] lr: 6.481e-03, eta: 1 day, 9:57:58, time: 0.574, data_time: 0.037, memory: 27319, loss_cls: 0.3429, loss_bbox: 1.0849, loss_obj: 0.3212, loss: 1.7490 2023-02-25 02:41:13,523 - mmdet - INFO - Epoch [122][750/1111] lr: 6.479e-03, eta: 1 day, 9:57:27, time: 0.606, data_time: 0.032, memory: 27319, loss_cls: 0.3461, loss_bbox: 1.1024, loss_obj: 0.3503, loss: 1.7988 2023-02-25 02:41:44,337 - mmdet - INFO - Epoch [122][800/1111] lr: 6.477e-03, eta: 1 day, 9:56:56, time: 0.616, data_time: 0.028, memory: 27319, loss_cls: 0.3353, loss_bbox: 1.0445, loss_obj: 0.3168, loss: 1.6967 2023-02-25 02:42:13,322 - mmdet - INFO - Epoch [122][850/1111] lr: 6.474e-03, eta: 1 day, 9:56:22, time: 0.580, data_time: 0.028, memory: 27319, loss_cls: 0.3447, loss_bbox: 1.0932, loss_obj: 0.3322, loss: 1.7700 2023-02-25 02:42:43,621 - mmdet - INFO - Epoch [122][900/1111] lr: 6.472e-03, eta: 1 day, 9:55:51, time: 0.606, data_time: 0.034, memory: 27319, loss_cls: 0.3463, loss_bbox: 1.0939, loss_obj: 0.3332, loss: 1.7733 2023-02-25 02:43:12,487 - mmdet - INFO - Epoch [122][950/1111] lr: 6.470e-03, eta: 1 day, 9:55:17, time: 0.577, data_time: 0.030, memory: 27319, loss_cls: 0.3364, loss_bbox: 1.0528, loss_obj: 0.3234, loss: 1.7126 2023-02-25 02:43:45,342 - mmdet - INFO - Epoch [122][1000/1111] lr: 6.467e-03, eta: 1 day, 9:54:49, time: 0.657, data_time: 0.026, memory: 27319, loss_cls: 0.3403, loss_bbox: 1.0649, loss_obj: 0.3400, loss: 1.7451 2023-02-25 02:44:17,366 - mmdet - INFO - Epoch [122][1050/1111] lr: 6.465e-03, eta: 1 day, 9:54:20, time: 0.641, data_time: 0.030, memory: 27319, loss_cls: 0.3365, loss_bbox: 1.0536, loss_obj: 0.3301, loss: 1.7202 2023-02-25 02:44:46,047 - mmdet - INFO - Epoch [122][1100/1111] lr: 6.463e-03, eta: 1 day, 9:53:46, time: 0.574, data_time: 0.030, memory: 27319, loss_cls: 0.3421, loss_bbox: 1.0733, loss_obj: 0.3247, loss: 1.7401 2023-02-25 02:45:41,363 - mmdet - INFO - Epoch [123][50/1111] lr: 6.460e-03, eta: 1 day, 9:53:22, time: 0.948, data_time: 0.267, memory: 27319, loss_cls: 0.3433, loss_bbox: 1.0821, loss_obj: 0.3263, loss: 1.7517 2023-02-25 02:46:09,421 - mmdet - INFO - Epoch [123][100/1111] lr: 6.458e-03, eta: 1 day, 9:52:47, time: 0.561, data_time: 0.029, memory: 27319, loss_cls: 0.3386, loss_bbox: 1.0607, loss_obj: 0.3241, loss: 1.7234 2023-02-25 02:46:37,442 - mmdet - INFO - Epoch [123][150/1111] lr: 6.455e-03, eta: 1 day, 9:52:12, time: 0.560, data_time: 0.041, memory: 27319, loss_cls: 0.3445, loss_bbox: 1.0916, loss_obj: 0.3269, loss: 1.7630 2023-02-25 02:47:07,961 - mmdet - INFO - Epoch [123][200/1111] lr: 6.453e-03, eta: 1 day, 9:51:41, time: 0.610, data_time: 0.029, memory: 27319, loss_cls: 0.3415, loss_bbox: 1.0750, loss_obj: 0.3239, loss: 1.7404 2023-02-25 02:47:38,646 - mmdet - INFO - Epoch [123][250/1111] lr: 6.451e-03, eta: 1 day, 9:51:10, time: 0.613, data_time: 0.027, memory: 27319, loss_cls: 0.3392, loss_bbox: 1.0621, loss_obj: 0.3271, loss: 1.7284 2023-02-25 02:48:08,427 - mmdet - INFO - Epoch [123][300/1111] lr: 6.448e-03, eta: 1 day, 9:50:38, time: 0.596, data_time: 0.029, memory: 27319, loss_cls: 0.3421, loss_bbox: 1.0756, loss_obj: 0.3260, loss: 1.7437 2023-02-25 02:48:34,488 - mmdet - INFO - Epoch [123][350/1111] lr: 6.446e-03, eta: 1 day, 9:50:00, time: 0.521, data_time: 0.036, memory: 27319, loss_cls: 0.3420, loss_bbox: 1.0818, loss_obj: 0.3295, loss: 1.7534 2023-02-25 02:49:01,549 - mmdet - INFO - Epoch [123][400/1111] lr: 6.444e-03, eta: 1 day, 9:49:23, time: 0.541, data_time: 0.036, memory: 27319, loss_cls: 0.3440, loss_bbox: 1.0967, loss_obj: 0.3437, loss: 1.7845 2023-02-25 02:49:34,783 - mmdet - INFO - Epoch [123][450/1111] lr: 6.441e-03, eta: 1 day, 9:48:56, time: 0.665, data_time: 0.025, memory: 27319, loss_cls: 0.3369, loss_bbox: 1.0488, loss_obj: 0.3172, loss: 1.7029 2023-02-25 02:50:09,705 - mmdet - INFO - Epoch [123][500/1111] lr: 6.439e-03, eta: 1 day, 9:48:31, time: 0.698, data_time: 0.027, memory: 27319, loss_cls: 0.3354, loss_bbox: 1.0415, loss_obj: 0.3255, loss: 1.7023 2023-02-25 02:50:39,051 - mmdet - INFO - Epoch [123][550/1111] lr: 6.437e-03, eta: 1 day, 9:47:58, time: 0.587, data_time: 0.027, memory: 27319, loss_cls: 0.3350, loss_bbox: 1.0456, loss_obj: 0.3213, loss: 1.7019 2023-02-25 02:51:07,775 - mmdet - INFO - Epoch [123][600/1111] lr: 6.434e-03, eta: 1 day, 9:47:24, time: 0.574, data_time: 0.035, memory: 27319, loss_cls: 0.3405, loss_bbox: 1.0790, loss_obj: 0.3378, loss: 1.7572 2023-02-25 02:51:36,460 - mmdet - INFO - Epoch [123][650/1111] lr: 6.432e-03, eta: 1 day, 9:46:50, time: 0.574, data_time: 0.030, memory: 27319, loss_cls: 0.3371, loss_bbox: 1.0604, loss_obj: 0.3250, loss: 1.7226 2023-02-25 02:52:12,430 - mmdet - INFO - Epoch [123][700/1111] lr: 6.430e-03, eta: 1 day, 9:46:27, time: 0.719, data_time: 0.022, memory: 27319, loss_cls: 0.3327, loss_bbox: 1.0307, loss_obj: 0.3204, loss: 1.6837 2023-02-25 02:52:45,917 - mmdet - INFO - Epoch [123][750/1111] lr: 6.427e-03, eta: 1 day, 9:46:00, time: 0.670, data_time: 0.029, memory: 27319, loss_cls: 0.3331, loss_bbox: 1.0329, loss_obj: 0.3128, loss: 1.6789 2023-02-25 02:53:24,391 - mmdet - INFO - Epoch [123][800/1111] lr: 6.425e-03, eta: 1 day, 9:45:40, time: 0.770, data_time: 0.182, memory: 27319, loss_cls: 0.3423, loss_bbox: 1.0779, loss_obj: 0.3309, loss: 1.7512 2023-02-25 02:53:56,579 - mmdet - INFO - Epoch [123][850/1111] lr: 6.423e-03, eta: 1 day, 9:45:11, time: 0.644, data_time: 0.024, memory: 27319, loss_cls: 0.3382, loss_bbox: 1.0546, loss_obj: 0.3195, loss: 1.7122 2023-02-25 02:54:26,510 - mmdet - INFO - Epoch [123][900/1111] lr: 6.420e-03, eta: 1 day, 9:44:39, time: 0.599, data_time: 0.030, memory: 27319, loss_cls: 0.3379, loss_bbox: 1.0573, loss_obj: 0.3142, loss: 1.7094 2023-02-25 02:54:55,842 - mmdet - INFO - Epoch [123][950/1111] lr: 6.418e-03, eta: 1 day, 9:44:06, time: 0.587, data_time: 0.031, memory: 27319, loss_cls: 0.3457, loss_bbox: 1.0932, loss_obj: 0.3450, loss: 1.7840 2023-02-25 02:55:30,397 - mmdet - INFO - Epoch [123][1000/1111] lr: 6.416e-03, eta: 1 day, 9:43:40, time: 0.691, data_time: 0.026, memory: 27319, loss_cls: 0.3341, loss_bbox: 1.0374, loss_obj: 0.3243, loss: 1.6958 2023-02-25 02:56:02,660 - mmdet - INFO - Epoch [123][1050/1111] lr: 6.413e-03, eta: 1 day, 9:43:11, time: 0.645, data_time: 0.029, memory: 27319, loss_cls: 0.3405, loss_bbox: 1.0652, loss_obj: 0.3443, loss: 1.7500 2023-02-25 02:56:34,276 - mmdet - INFO - Epoch [123][1100/1111] lr: 6.411e-03, eta: 1 day, 9:42:41, time: 0.632, data_time: 0.025, memory: 27319, loss_cls: 0.3371, loss_bbox: 1.0543, loss_obj: 0.3363, loss: 1.7277 2023-02-25 02:57:27,700 - mmdet - INFO - Epoch [124][50/1111] lr: 6.408e-03, eta: 1 day, 9:42:17, time: 0.933, data_time: 0.286, memory: 27319, loss_cls: 0.3406, loss_bbox: 1.0711, loss_obj: 0.3271, loss: 1.7388 2023-02-25 02:57:59,027 - mmdet - INFO - Epoch [124][100/1111] lr: 6.406e-03, eta: 1 day, 9:41:47, time: 0.626, data_time: 0.029, memory: 27319, loss_cls: 0.3416, loss_bbox: 1.0744, loss_obj: 0.3295, loss: 1.7455 2023-02-25 02:58:36,626 - mmdet - INFO - Epoch [124][150/1111] lr: 6.404e-03, eta: 1 day, 9:41:25, time: 0.752, data_time: 0.026, memory: 27319, loss_cls: 0.3328, loss_bbox: 1.0304, loss_obj: 0.3193, loss: 1.6825 2023-02-25 02:59:03,871 - mmdet - INFO - Epoch [124][200/1111] lr: 6.401e-03, eta: 1 day, 9:40:49, time: 0.545, data_time: 0.034, memory: 27319, loss_cls: 0.3406, loss_bbox: 1.0694, loss_obj: 0.3169, loss: 1.7269 2023-02-25 02:59:31,204 - mmdet - INFO - Epoch [124][250/1111] lr: 6.399e-03, eta: 1 day, 9:40:13, time: 0.547, data_time: 0.035, memory: 27319, loss_cls: 0.3456, loss_bbox: 1.0983, loss_obj: 0.3381, loss: 1.7820 2023-02-25 03:00:00,917 - mmdet - INFO - Epoch [124][300/1111] lr: 6.397e-03, eta: 1 day, 9:39:41, time: 0.594, data_time: 0.027, memory: 27319, loss_cls: 0.3368, loss_bbox: 1.0555, loss_obj: 0.3126, loss: 1.7049 2023-02-25 03:00:32,366 - mmdet - INFO - Epoch [124][350/1111] lr: 6.394e-03, eta: 1 day, 9:39:11, time: 0.629, data_time: 0.030, memory: 27319, loss_cls: 0.3392, loss_bbox: 1.0639, loss_obj: 0.3062, loss: 1.7093 2023-02-25 03:01:01,125 - mmdet - INFO - Epoch [124][400/1111] lr: 6.392e-03, eta: 1 day, 9:38:37, time: 0.575, data_time: 0.033, memory: 27319, loss_cls: 0.3373, loss_bbox: 1.0621, loss_obj: 0.3249, loss: 1.7243 2023-02-25 03:01:33,459 - mmdet - INFO - Epoch [124][450/1111] lr: 6.390e-03, eta: 1 day, 9:38:08, time: 0.647, data_time: 0.028, memory: 27319, loss_cls: 0.3393, loss_bbox: 1.0577, loss_obj: 0.3330, loss: 1.7301 2023-02-25 03:02:01,709 - mmdet - INFO - Epoch [124][500/1111] lr: 6.387e-03, eta: 1 day, 9:37:34, time: 0.565, data_time: 0.034, memory: 27319, loss_cls: 0.3454, loss_bbox: 1.0952, loss_obj: 0.3229, loss: 1.7635 2023-02-25 03:02:32,983 - mmdet - INFO - Epoch [124][550/1111] lr: 6.385e-03, eta: 1 day, 9:37:03, time: 0.626, data_time: 0.027, memory: 27319, loss_cls: 0.3381, loss_bbox: 1.0587, loss_obj: 0.3197, loss: 1.7166 2023-02-25 03:02:59,864 - mmdet - INFO - Epoch [124][600/1111] lr: 6.383e-03, eta: 1 day, 9:36:27, time: 0.538, data_time: 0.033, memory: 27319, loss_cls: 0.3397, loss_bbox: 1.0755, loss_obj: 0.3207, loss: 1.7359 2023-02-25 03:03:33,260 - mmdet - INFO - Epoch [124][650/1111] lr: 6.380e-03, eta: 1 day, 9:36:00, time: 0.668, data_time: 0.029, memory: 27319, loss_cls: 0.3376, loss_bbox: 1.0561, loss_obj: 0.3186, loss: 1.7123 2023-02-25 03:04:01,943 - mmdet - INFO - Epoch [124][700/1111] lr: 6.378e-03, eta: 1 day, 9:35:26, time: 0.574, data_time: 0.033, memory: 27319, loss_cls: 0.3482, loss_bbox: 1.1095, loss_obj: 0.3286, loss: 1.7864 2023-02-25 03:04:30,497 - mmdet - INFO - Epoch [124][750/1111] lr: 6.376e-03, eta: 1 day, 9:34:52, time: 0.571, data_time: 0.031, memory: 27319, loss_cls: 0.3441, loss_bbox: 1.0916, loss_obj: 0.3311, loss: 1.7668 2023-02-25 03:04:59,632 - mmdet - INFO - Epoch [124][800/1111] lr: 6.373e-03, eta: 1 day, 9:34:18, time: 0.583, data_time: 0.031, memory: 27319, loss_cls: 0.3365, loss_bbox: 1.0519, loss_obj: 0.3094, loss: 1.6978 2023-02-25 03:05:27,066 - mmdet - INFO - Epoch [124][850/1111] lr: 6.371e-03, eta: 1 day, 9:33:42, time: 0.548, data_time: 0.028, memory: 27319, loss_cls: 0.3367, loss_bbox: 1.0516, loss_obj: 0.3167, loss: 1.7050 2023-02-25 03:05:56,221 - mmdet - INFO - Epoch [124][900/1111] lr: 6.369e-03, eta: 1 day, 9:33:09, time: 0.584, data_time: 0.036, memory: 27319, loss_cls: 0.3427, loss_bbox: 1.0844, loss_obj: 0.3309, loss: 1.7579 2023-02-25 03:06:25,549 - mmdet - INFO - Epoch [124][950/1111] lr: 6.366e-03, eta: 1 day, 9:32:36, time: 0.587, data_time: 0.030, memory: 27319, loss_cls: 0.3481, loss_bbox: 1.1102, loss_obj: 0.3468, loss: 1.8051 2023-02-25 03:06:55,092 - mmdet - INFO - Epoch [124][1000/1111] lr: 6.364e-03, eta: 1 day, 9:32:03, time: 0.591, data_time: 0.030, memory: 27319, loss_cls: 0.3337, loss_bbox: 1.0375, loss_obj: 0.3223, loss: 1.6935 2023-02-25 03:07:24,452 - mmdet - INFO - Epoch [124][1050/1111] lr: 6.362e-03, eta: 1 day, 9:31:31, time: 0.587, data_time: 0.025, memory: 27319, loss_cls: 0.3427, loss_bbox: 1.0803, loss_obj: 0.3219, loss: 1.7448 2023-02-25 03:07:54,925 - mmdet - INFO - Epoch [124][1100/1111] lr: 6.359e-03, eta: 1 day, 9:30:59, time: 0.609, data_time: 0.027, memory: 27319, loss_cls: 0.3370, loss_bbox: 1.0611, loss_obj: 0.3341, loss: 1.7322 2023-02-25 03:08:49,470 - mmdet - INFO - Epoch [125][50/1111] lr: 6.357e-03, eta: 1 day, 9:30:34, time: 0.926, data_time: 0.272, memory: 27319, loss_cls: 0.3408, loss_bbox: 1.0819, loss_obj: 0.3399, loss: 1.7626 2023-02-25 03:09:21,105 - mmdet - INFO - Epoch [125][100/1111] lr: 6.354e-03, eta: 1 day, 9:30:04, time: 0.633, data_time: 0.028, memory: 27319, loss_cls: 0.3374, loss_bbox: 1.0575, loss_obj: 0.3191, loss: 1.7140 2023-02-25 03:09:52,034 - mmdet - INFO - Epoch [125][150/1111] lr: 6.352e-03, eta: 1 day, 9:29:33, time: 0.618, data_time: 0.030, memory: 27319, loss_cls: 0.3327, loss_bbox: 1.0365, loss_obj: 0.3130, loss: 1.6822 2023-02-25 03:10:21,337 - mmdet - INFO - Epoch [125][200/1111] lr: 6.350e-03, eta: 1 day, 9:29:00, time: 0.586, data_time: 0.030, memory: 27319, loss_cls: 0.3394, loss_bbox: 1.0679, loss_obj: 0.3130, loss: 1.7203 2023-02-25 03:10:51,660 - mmdet - INFO - Epoch [125][250/1111] lr: 6.347e-03, eta: 1 day, 9:28:29, time: 0.606, data_time: 0.028, memory: 27319, loss_cls: 0.3380, loss_bbox: 1.0603, loss_obj: 0.3105, loss: 1.7087 2023-02-25 03:11:19,049 - mmdet - INFO - Epoch [125][300/1111] lr: 6.345e-03, eta: 1 day, 9:27:53, time: 0.548, data_time: 0.033, memory: 27319, loss_cls: 0.3393, loss_bbox: 1.0697, loss_obj: 0.3283, loss: 1.7372 2023-02-25 03:11:48,484 - mmdet - INFO - Epoch [125][350/1111] lr: 6.343e-03, eta: 1 day, 9:27:20, time: 0.588, data_time: 0.027, memory: 27319, loss_cls: 0.3421, loss_bbox: 1.0808, loss_obj: 0.3384, loss: 1.7613 2023-02-25 03:12:16,032 - mmdet - INFO - Epoch [125][400/1111] lr: 6.340e-03, eta: 1 day, 9:26:44, time: 0.551, data_time: 0.034, memory: 27319, loss_cls: 0.3403, loss_bbox: 1.0731, loss_obj: 0.3219, loss: 1.7354 2023-02-25 03:12:49,550 - mmdet - INFO - Epoch [125][450/1111] lr: 6.338e-03, eta: 1 day, 9:26:17, time: 0.670, data_time: 0.025, memory: 27319, loss_cls: 0.3393, loss_bbox: 1.0621, loss_obj: 0.3277, loss: 1.7291 2023-02-25 03:13:19,166 - mmdet - INFO - Epoch [125][500/1111] lr: 6.336e-03, eta: 1 day, 9:25:45, time: 0.592, data_time: 0.026, memory: 27319, loss_cls: 0.3403, loss_bbox: 1.0676, loss_obj: 0.3158, loss: 1.7237 2023-02-25 03:13:49,733 - mmdet - INFO - Epoch [125][550/1111] lr: 6.333e-03, eta: 1 day, 9:25:13, time: 0.611, data_time: 0.030, memory: 27319, loss_cls: 0.3374, loss_bbox: 1.0645, loss_obj: 0.3291, loss: 1.7309 2023-02-25 03:14:21,861 - mmdet - INFO - Epoch [125][600/1111] lr: 6.331e-03, eta: 1 day, 9:24:44, time: 0.643, data_time: 0.028, memory: 27319, loss_cls: 0.3352, loss_bbox: 1.0483, loss_obj: 0.3267, loss: 1.7102 2023-02-25 03:14:48,620 - mmdet - INFO - Epoch [125][650/1111] lr: 6.329e-03, eta: 1 day, 9:24:08, time: 0.535, data_time: 0.041, memory: 27319, loss_cls: 0.3410, loss_bbox: 1.0820, loss_obj: 0.3308, loss: 1.7539 2023-02-25 03:15:17,035 - mmdet - INFO - Epoch [125][700/1111] lr: 6.326e-03, eta: 1 day, 9:23:34, time: 0.568, data_time: 0.048, memory: 27319, loss_cls: 0.3380, loss_bbox: 1.0634, loss_obj: 0.3175, loss: 1.7189 2023-02-25 03:15:51,034 - mmdet - INFO - Epoch [125][750/1111] lr: 6.324e-03, eta: 1 day, 9:23:07, time: 0.680, data_time: 0.030, memory: 27319, loss_cls: 0.3380, loss_bbox: 1.0609, loss_obj: 0.3472, loss: 1.7462 2023-02-25 03:16:24,245 - mmdet - INFO - Epoch [125][800/1111] lr: 6.322e-03, eta: 1 day, 9:22:40, time: 0.664, data_time: 0.025, memory: 27319, loss_cls: 0.3325, loss_bbox: 1.0284, loss_obj: 0.3140, loss: 1.6748 2023-02-25 03:16:54,084 - mmdet - INFO - Epoch [125][850/1111] lr: 6.319e-03, eta: 1 day, 9:22:07, time: 0.597, data_time: 0.032, memory: 27319, loss_cls: 0.3412, loss_bbox: 1.0752, loss_obj: 0.3286, loss: 1.7449 2023-02-25 03:17:22,839 - mmdet - INFO - Epoch [125][900/1111] lr: 6.317e-03, eta: 1 day, 9:21:33, time: 0.575, data_time: 0.033, memory: 27319, loss_cls: 0.3340, loss_bbox: 1.0452, loss_obj: 0.3138, loss: 1.6930 2023-02-25 03:17:49,557 - mmdet - INFO - Epoch [125][950/1111] lr: 6.315e-03, eta: 1 day, 9:20:57, time: 0.534, data_time: 0.035, memory: 27319, loss_cls: 0.3441, loss_bbox: 1.0921, loss_obj: 0.3305, loss: 1.7668 2023-02-25 03:18:22,897 - mmdet - INFO - Epoch [125][1000/1111] lr: 6.312e-03, eta: 1 day, 9:20:29, time: 0.667, data_time: 0.027, memory: 27319, loss_cls: 0.3355, loss_bbox: 1.0434, loss_obj: 0.3232, loss: 1.7021 2023-02-25 03:18:57,200 - mmdet - INFO - Epoch [125][1050/1111] lr: 6.310e-03, eta: 1 day, 9:20:03, time: 0.686, data_time: 0.026, memory: 27319, loss_cls: 0.3354, loss_bbox: 1.0413, loss_obj: 0.3128, loss: 1.6894 2023-02-25 03:19:26,012 - mmdet - INFO - Epoch [125][1100/1111] lr: 6.307e-03, eta: 1 day, 9:19:30, time: 0.576, data_time: 0.023, memory: 27319, loss_cls: 0.3448, loss_bbox: 1.0936, loss_obj: 0.3439, loss: 1.7824 2023-02-25 03:20:19,802 - mmdet - INFO - Epoch [126][50/1111] lr: 6.305e-03, eta: 1 day, 9:19:06, time: 0.947, data_time: 0.272, memory: 27319, loss_cls: 0.3408, loss_bbox: 1.0745, loss_obj: 0.3354, loss: 1.7506 2023-02-25 03:20:52,494 - mmdet - INFO - Epoch [126][100/1111] lr: 6.302e-03, eta: 1 day, 9:18:37, time: 0.654, data_time: 0.030, memory: 27319, loss_cls: 0.3373, loss_bbox: 1.0496, loss_obj: 0.3328, loss: 1.7197 2023-02-25 03:21:19,916 - mmdet - INFO - Epoch [126][150/1111] lr: 6.300e-03, eta: 1 day, 9:18:02, time: 0.548, data_time: 0.028, memory: 27319, loss_cls: 0.3356, loss_bbox: 1.0537, loss_obj: 0.3254, loss: 1.7147 2023-02-25 03:21:52,732 - mmdet - INFO - Epoch [126][200/1111] lr: 6.298e-03, eta: 1 day, 9:17:34, time: 0.656, data_time: 0.029, memory: 27319, loss_cls: 0.3374, loss_bbox: 1.0534, loss_obj: 0.3259, loss: 1.7167 2023-02-25 03:22:20,388 - mmdet - INFO - Epoch [126][250/1111] lr: 6.295e-03, eta: 1 day, 9:16:58, time: 0.553, data_time: 0.031, memory: 27319, loss_cls: 0.3412, loss_bbox: 1.0800, loss_obj: 0.3324, loss: 1.7537 2023-02-25 03:22:48,745 - mmdet - INFO - Epoch [126][300/1111] lr: 6.293e-03, eta: 1 day, 9:16:24, time: 0.567, data_time: 0.031, memory: 27319, loss_cls: 0.3424, loss_bbox: 1.0844, loss_obj: 0.3315, loss: 1.7583 2023-02-25 03:23:21,019 - mmdet - INFO - Epoch [126][350/1111] lr: 6.291e-03, eta: 1 day, 9:15:55, time: 0.645, data_time: 0.028, memory: 27319, loss_cls: 0.3357, loss_bbox: 1.0432, loss_obj: 0.3153, loss: 1.6942 2023-02-25 03:23:47,967 - mmdet - INFO - Epoch [126][400/1111] lr: 6.288e-03, eta: 1 day, 9:15:19, time: 0.539, data_time: 0.031, memory: 27319, loss_cls: 0.3439, loss_bbox: 1.0897, loss_obj: 0.3374, loss: 1.7709 2023-02-25 03:24:19,380 - mmdet - INFO - Epoch [126][450/1111] lr: 6.286e-03, eta: 1 day, 9:14:49, time: 0.628, data_time: 0.026, memory: 27319, loss_cls: 0.3375, loss_bbox: 1.0561, loss_obj: 0.3287, loss: 1.7223 2023-02-25 03:24:47,067 - mmdet - INFO - Epoch [126][500/1111] lr: 6.284e-03, eta: 1 day, 9:14:14, time: 0.554, data_time: 0.032, memory: 27319, loss_cls: 0.3423, loss_bbox: 1.0849, loss_obj: 0.3299, loss: 1.7571 2023-02-25 03:25:17,239 - mmdet - INFO - Epoch [126][550/1111] lr: 6.281e-03, eta: 1 day, 9:13:42, time: 0.603, data_time: 0.031, memory: 27319, loss_cls: 0.3338, loss_bbox: 1.0383, loss_obj: 0.3206, loss: 1.6927 2023-02-25 03:25:43,056 - mmdet - INFO - Epoch [126][600/1111] lr: 6.279e-03, eta: 1 day, 9:13:04, time: 0.516, data_time: 0.030, memory: 27319, loss_cls: 0.3445, loss_bbox: 1.0920, loss_obj: 0.3251, loss: 1.7617 2023-02-25 03:26:10,244 - mmdet - INFO - Epoch [126][650/1111] lr: 6.277e-03, eta: 1 day, 9:12:28, time: 0.544, data_time: 0.034, memory: 27319, loss_cls: 0.3407, loss_bbox: 1.0755, loss_obj: 0.3311, loss: 1.7473 2023-02-25 03:26:38,158 - mmdet - INFO - Epoch [126][700/1111] lr: 6.274e-03, eta: 1 day, 9:11:53, time: 0.558, data_time: 0.028, memory: 27319, loss_cls: 0.3422, loss_bbox: 1.0828, loss_obj: 0.3335, loss: 1.7585 2023-02-25 03:27:05,680 - mmdet - INFO - Epoch [126][750/1111] lr: 6.272e-03, eta: 1 day, 9:11:18, time: 0.550, data_time: 0.033, memory: 27319, loss_cls: 0.3469, loss_bbox: 1.1045, loss_obj: 0.3262, loss: 1.7776 2023-02-25 03:27:38,941 - mmdet - INFO - Epoch [126][800/1111] lr: 6.270e-03, eta: 1 day, 9:10:50, time: 0.665, data_time: 0.028, memory: 27319, loss_cls: 0.3318, loss_bbox: 1.0285, loss_obj: 0.3188, loss: 1.6792 2023-02-25 03:28:10,389 - mmdet - INFO - Epoch [126][850/1111] lr: 6.267e-03, eta: 1 day, 9:10:20, time: 0.629, data_time: 0.027, memory: 27319, loss_cls: 0.3344, loss_bbox: 1.0408, loss_obj: 0.3236, loss: 1.6988 2023-02-25 03:28:39,857 - mmdet - INFO - Epoch [126][900/1111] lr: 6.265e-03, eta: 1 day, 9:09:47, time: 0.589, data_time: 0.026, memory: 27319, loss_cls: 0.3359, loss_bbox: 1.0535, loss_obj: 0.3132, loss: 1.7025 2023-02-25 03:29:12,175 - mmdet - INFO - Epoch [126][950/1111] lr: 6.262e-03, eta: 1 day, 9:09:18, time: 0.646, data_time: 0.027, memory: 27319, loss_cls: 0.3357, loss_bbox: 1.0511, loss_obj: 0.3302, loss: 1.7170 2023-02-25 03:29:40,155 - mmdet - INFO - Epoch [126][1000/1111] lr: 6.260e-03, eta: 1 day, 9:08:44, time: 0.559, data_time: 0.031, memory: 27319, loss_cls: 0.3361, loss_bbox: 1.0538, loss_obj: 0.3178, loss: 1.7077 2023-02-25 03:30:13,850 - mmdet - INFO - Epoch [126][1050/1111] lr: 6.258e-03, eta: 1 day, 9:08:17, time: 0.674, data_time: 0.027, memory: 27319, loss_cls: 0.3277, loss_bbox: 1.0107, loss_obj: 0.3082, loss: 1.6465 2023-02-25 03:30:45,791 - mmdet - INFO - Epoch [126][1100/1111] lr: 6.255e-03, eta: 1 day, 9:07:47, time: 0.639, data_time: 0.027, memory: 27319, loss_cls: 0.3337, loss_bbox: 1.0333, loss_obj: 0.3179, loss: 1.6848 2023-02-25 03:31:39,187 - mmdet - INFO - Epoch [127][50/1111] lr: 6.253e-03, eta: 1 day, 9:07:22, time: 0.934, data_time: 0.286, memory: 27319, loss_cls: 0.3385, loss_bbox: 1.0627, loss_obj: 0.3143, loss: 1.7154 2023-02-25 03:32:08,436 - mmdet - INFO - Epoch [127][100/1111] lr: 6.250e-03, eta: 1 day, 9:06:49, time: 0.585, data_time: 0.029, memory: 27319, loss_cls: 0.3380, loss_bbox: 1.0645, loss_obj: 0.3186, loss: 1.7211 2023-02-25 03:32:37,019 - mmdet - INFO - Epoch [127][150/1111] lr: 6.248e-03, eta: 1 day, 9:06:15, time: 0.572, data_time: 0.032, memory: 27319, loss_cls: 0.3405, loss_bbox: 1.0777, loss_obj: 0.3267, loss: 1.7450 2023-02-25 03:33:09,795 - mmdet - INFO - Epoch [127][200/1111] lr: 6.246e-03, eta: 1 day, 9:05:47, time: 0.655, data_time: 0.028, memory: 27319, loss_cls: 0.3345, loss_bbox: 1.0464, loss_obj: 0.3137, loss: 1.6945 2023-02-25 03:33:42,266 - mmdet - INFO - Epoch [127][250/1111] lr: 6.243e-03, eta: 1 day, 9:05:18, time: 0.650, data_time: 0.032, memory: 27319, loss_cls: 0.3365, loss_bbox: 1.0520, loss_obj: 0.3147, loss: 1.7032 2023-02-25 03:34:14,439 - mmdet - INFO - Epoch [127][300/1111] lr: 6.241e-03, eta: 1 day, 9:04:49, time: 0.643, data_time: 0.026, memory: 27319, loss_cls: 0.3288, loss_bbox: 1.0152, loss_obj: 0.3134, loss: 1.6573 2023-02-25 03:34:45,396 - mmdet - INFO - Epoch [127][350/1111] lr: 6.239e-03, eta: 1 day, 9:04:19, time: 0.619, data_time: 0.029, memory: 27319, loss_cls: 0.3344, loss_bbox: 1.0452, loss_obj: 0.3139, loss: 1.6935 2023-02-25 03:35:12,291 - mmdet - INFO - Epoch [127][400/1111] lr: 6.236e-03, eta: 1 day, 9:03:42, time: 0.538, data_time: 0.029, memory: 27319, loss_cls: 0.3445, loss_bbox: 1.0958, loss_obj: 0.3239, loss: 1.7643 2023-02-25 03:35:43,425 - mmdet - INFO - Epoch [127][450/1111] lr: 6.234e-03, eta: 1 day, 9:03:12, time: 0.623, data_time: 0.036, memory: 27319, loss_cls: 0.3418, loss_bbox: 1.0804, loss_obj: 0.3280, loss: 1.7501 2023-02-25 03:36:11,943 - mmdet - INFO - Epoch [127][500/1111] lr: 6.231e-03, eta: 1 day, 9:02:38, time: 0.570, data_time: 0.032, memory: 27319, loss_cls: 0.3444, loss_bbox: 1.0922, loss_obj: 0.3293, loss: 1.7659 2023-02-25 03:36:43,486 - mmdet - INFO - Epoch [127][550/1111] lr: 6.229e-03, eta: 1 day, 9:02:08, time: 0.631, data_time: 0.035, memory: 27319, loss_cls: 0.3321, loss_bbox: 1.0340, loss_obj: 0.3221, loss: 1.6881 2023-02-25 03:37:14,399 - mmdet - INFO - Epoch [127][600/1111] lr: 6.227e-03, eta: 1 day, 9:01:37, time: 0.618, data_time: 0.026, memory: 27319, loss_cls: 0.3293, loss_bbox: 1.0183, loss_obj: 0.3062, loss: 1.6539 2023-02-25 03:37:49,056 - mmdet - INFO - Epoch [127][650/1111] lr: 6.224e-03, eta: 1 day, 9:01:12, time: 0.693, data_time: 0.031, memory: 27319, loss_cls: 0.3338, loss_bbox: 1.0368, loss_obj: 0.3281, loss: 1.6987 2023-02-25 03:38:17,775 - mmdet - INFO - Epoch [127][700/1111] lr: 6.222e-03, eta: 1 day, 9:00:38, time: 0.574, data_time: 0.030, memory: 27319, loss_cls: 0.3413, loss_bbox: 1.0828, loss_obj: 0.3422, loss: 1.7663 2023-02-25 03:38:46,317 - mmdet - INFO - Epoch [127][750/1111] lr: 6.220e-03, eta: 1 day, 9:00:04, time: 0.571, data_time: 0.032, memory: 27319, loss_cls: 0.3383, loss_bbox: 1.0658, loss_obj: 0.3267, loss: 1.7308 2023-02-25 03:39:14,894 - mmdet - INFO - Epoch [127][800/1111] lr: 6.217e-03, eta: 1 day, 8:59:30, time: 0.572, data_time: 0.037, memory: 27319, loss_cls: 0.3403, loss_bbox: 1.0698, loss_obj: 0.3213, loss: 1.7315 2023-02-25 03:39:44,429 - mmdet - INFO - Epoch [127][850/1111] lr: 6.215e-03, eta: 1 day, 8:58:57, time: 0.591, data_time: 0.032, memory: 27319, loss_cls: 0.3418, loss_bbox: 1.0785, loss_obj: 0.3310, loss: 1.7513 2023-02-25 03:40:11,965 - mmdet - INFO - Epoch [127][900/1111] lr: 6.213e-03, eta: 1 day, 8:58:22, time: 0.550, data_time: 0.033, memory: 27319, loss_cls: 0.3387, loss_bbox: 1.0684, loss_obj: 0.3123, loss: 1.7195 2023-02-25 03:40:41,952 - mmdet - INFO - Epoch [127][950/1111] lr: 6.210e-03, eta: 1 day, 8:57:50, time: 0.600, data_time: 0.034, memory: 27319, loss_cls: 0.3390, loss_bbox: 1.0744, loss_obj: 0.3345, loss: 1.7479 2023-02-25 03:41:11,715 - mmdet - INFO - Epoch [127][1000/1111] lr: 6.208e-03, eta: 1 day, 8:57:18, time: 0.595, data_time: 0.032, memory: 27319, loss_cls: 0.3365, loss_bbox: 1.0448, loss_obj: 0.3012, loss: 1.6825 2023-02-25 03:41:43,020 - mmdet - INFO - Epoch [127][1050/1111] lr: 6.206e-03, eta: 1 day, 8:56:47, time: 0.626, data_time: 0.034, memory: 27319, loss_cls: 0.3377, loss_bbox: 1.0569, loss_obj: 0.3215, loss: 1.7161 2023-02-25 03:42:14,268 - mmdet - INFO - Epoch [127][1100/1111] lr: 6.203e-03, eta: 1 day, 8:56:17, time: 0.625, data_time: 0.026, memory: 27319, loss_cls: 0.3344, loss_bbox: 1.0413, loss_obj: 0.3224, loss: 1.6981 2023-02-25 03:43:09,771 - mmdet - INFO - Epoch [128][50/1111] lr: 6.200e-03, eta: 1 day, 8:55:54, time: 0.966, data_time: 0.273, memory: 27319, loss_cls: 0.3386, loss_bbox: 1.0646, loss_obj: 0.3269, loss: 1.7302 2023-02-25 03:43:39,960 - mmdet - INFO - Epoch [128][100/1111] lr: 6.198e-03, eta: 1 day, 8:55:22, time: 0.603, data_time: 0.030, memory: 27319, loss_cls: 0.3356, loss_bbox: 1.0528, loss_obj: 0.3231, loss: 1.7115 2023-02-25 03:44:14,240 - mmdet - INFO - Epoch [128][150/1111] lr: 6.196e-03, eta: 1 day, 8:54:56, time: 0.686, data_time: 0.031, memory: 27319, loss_cls: 0.3328, loss_bbox: 1.0325, loss_obj: 0.3202, loss: 1.6855 2023-02-25 03:44:43,037 - mmdet - INFO - Epoch [128][200/1111] lr: 6.193e-03, eta: 1 day, 8:54:22, time: 0.576, data_time: 0.030, memory: 27319, loss_cls: 0.3359, loss_bbox: 1.0529, loss_obj: 0.3119, loss: 1.7006 2023-02-25 03:45:18,711 - mmdet - INFO - Epoch [128][250/1111] lr: 6.191e-03, eta: 1 day, 8:53:58, time: 0.713, data_time: 0.027, memory: 27319, loss_cls: 0.3332, loss_bbox: 1.0333, loss_obj: 0.3250, loss: 1.6914 2023-02-25 03:45:47,064 - mmdet - INFO - Epoch [128][300/1111] lr: 6.189e-03, eta: 1 day, 8:53:24, time: 0.567, data_time: 0.030, memory: 27319, loss_cls: 0.3355, loss_bbox: 1.0516, loss_obj: 0.3118, loss: 1.6988 2023-02-25 03:46:17,236 - mmdet - INFO - Epoch [128][350/1111] lr: 6.186e-03, eta: 1 day, 8:52:52, time: 0.603, data_time: 0.028, memory: 27319, loss_cls: 0.3393, loss_bbox: 1.0685, loss_obj: 0.3257, loss: 1.7335 2023-02-25 03:46:50,045 - mmdet - INFO - Epoch [128][400/1111] lr: 6.184e-03, eta: 1 day, 8:52:24, time: 0.656, data_time: 0.030, memory: 27319, loss_cls: 0.3310, loss_bbox: 1.0272, loss_obj: 0.3205, loss: 1.6788 2023-02-25 03:47:24,649 - mmdet - INFO - Epoch [128][450/1111] lr: 6.182e-03, eta: 1 day, 8:51:58, time: 0.692, data_time: 0.029, memory: 27319, loss_cls: 0.3329, loss_bbox: 1.0324, loss_obj: 0.3088, loss: 1.6740 2023-02-25 03:47:56,393 - mmdet - INFO - Epoch [128][500/1111] lr: 6.179e-03, eta: 1 day, 8:51:28, time: 0.635, data_time: 0.026, memory: 27319, loss_cls: 0.3369, loss_bbox: 1.0536, loss_obj: 0.3248, loss: 1.7152 2023-02-25 03:48:32,007 - mmdet - INFO - Epoch [128][550/1111] lr: 6.177e-03, eta: 1 day, 8:51:04, time: 0.712, data_time: 0.028, memory: 27319, loss_cls: 0.3317, loss_bbox: 1.0323, loss_obj: 0.3249, loss: 1.6890 2023-02-25 03:49:03,820 - mmdet - INFO - Epoch [128][600/1111] lr: 6.175e-03, eta: 1 day, 8:50:34, time: 0.636, data_time: 0.026, memory: 27319, loss_cls: 0.3347, loss_bbox: 1.0470, loss_obj: 0.3176, loss: 1.6993 2023-02-25 03:49:34,537 - mmdet - INFO - Epoch [128][650/1111] lr: 6.172e-03, eta: 1 day, 8:50:03, time: 0.614, data_time: 0.032, memory: 27319, loss_cls: 0.3406, loss_bbox: 1.0734, loss_obj: 0.3303, loss: 1.7444 2023-02-25 03:50:07,380 - mmdet - INFO - Epoch [128][700/1111] lr: 6.170e-03, eta: 1 day, 8:49:35, time: 0.657, data_time: 0.026, memory: 27319, loss_cls: 0.3333, loss_bbox: 1.0351, loss_obj: 0.3105, loss: 1.6790 2023-02-25 03:50:33,645 - mmdet - INFO - Epoch [128][750/1111] lr: 6.168e-03, eta: 1 day, 8:48:58, time: 0.525, data_time: 0.035, memory: 27319, loss_cls: 0.3446, loss_bbox: 1.0939, loss_obj: 0.3230, loss: 1.7616 2023-02-25 03:51:04,092 - mmdet - INFO - Epoch [128][800/1111] lr: 6.165e-03, eta: 1 day, 8:48:27, time: 0.609, data_time: 0.026, memory: 27319, loss_cls: 0.3309, loss_bbox: 1.0316, loss_obj: 0.3152, loss: 1.6777 2023-02-25 03:51:35,548 - mmdet - INFO - Epoch [128][850/1111] lr: 6.163e-03, eta: 1 day, 8:47:57, time: 0.629, data_time: 0.029, memory: 27319, loss_cls: 0.3332, loss_bbox: 1.0364, loss_obj: 0.3146, loss: 1.6842 2023-02-25 03:52:06,845 - mmdet - INFO - Epoch [128][900/1111] lr: 6.160e-03, eta: 1 day, 8:47:27, time: 0.626, data_time: 0.032, memory: 27319, loss_cls: 0.3340, loss_bbox: 1.0433, loss_obj: 0.3103, loss: 1.6876 2023-02-25 03:52:39,610 - mmdet - INFO - Epoch [128][950/1111] lr: 6.158e-03, eta: 1 day, 8:46:58, time: 0.655, data_time: 0.033, memory: 27319, loss_cls: 0.3324, loss_bbox: 1.0327, loss_obj: 0.3038, loss: 1.6688 2023-02-25 03:53:14,844 - mmdet - INFO - Epoch [128][1000/1111] lr: 6.156e-03, eta: 1 day, 8:46:33, time: 0.705, data_time: 0.025, memory: 27319, loss_cls: 0.3316, loss_bbox: 1.0278, loss_obj: 0.3326, loss: 1.6920 2023-02-25 03:53:44,592 - mmdet - INFO - Epoch [128][1050/1111] lr: 6.153e-03, eta: 1 day, 8:46:01, time: 0.595, data_time: 0.031, memory: 27319, loss_cls: 0.3323, loss_bbox: 1.0367, loss_obj: 0.3150, loss: 1.6840 2023-02-25 03:54:16,241 - mmdet - INFO - Epoch [128][1100/1111] lr: 6.151e-03, eta: 1 day, 8:45:31, time: 0.633, data_time: 0.024, memory: 27319, loss_cls: 0.3308, loss_bbox: 1.0243, loss_obj: 0.3149, loss: 1.6700 2023-02-25 03:55:11,302 - mmdet - INFO - Epoch [129][50/1111] lr: 6.148e-03, eta: 1 day, 8:45:09, time: 0.989, data_time: 0.255, memory: 27319, loss_cls: 0.3323, loss_bbox: 1.0324, loss_obj: 0.3089, loss: 1.6736 2023-02-25 03:55:43,179 - mmdet - INFO - Epoch [129][100/1111] lr: 6.146e-03, eta: 1 day, 8:44:40, time: 0.637, data_time: 0.027, memory: 27319, loss_cls: 0.3353, loss_bbox: 1.0517, loss_obj: 0.3183, loss: 1.7053 2023-02-25 03:56:12,914 - mmdet - INFO - Epoch [129][150/1111] lr: 6.143e-03, eta: 1 day, 8:44:07, time: 0.595, data_time: 0.029, memory: 27319, loss_cls: 0.3333, loss_bbox: 1.0414, loss_obj: 0.3252, loss: 1.6999 2023-02-25 03:56:44,198 - mmdet - INFO - Epoch [129][200/1111] lr: 6.141e-03, eta: 1 day, 8:43:37, time: 0.626, data_time: 0.032, memory: 27319, loss_cls: 0.3353, loss_bbox: 1.0515, loss_obj: 0.3191, loss: 1.7059 2023-02-25 03:57:12,266 - mmdet - INFO - Epoch [129][250/1111] lr: 6.139e-03, eta: 1 day, 8:43:03, time: 0.561, data_time: 0.028, memory: 27319, loss_cls: 0.3358, loss_bbox: 1.0557, loss_obj: 0.3223, loss: 1.7138 2023-02-25 03:57:44,573 - mmdet - INFO - Epoch [129][300/1111] lr: 6.136e-03, eta: 1 day, 8:42:34, time: 0.646, data_time: 0.028, memory: 27319, loss_cls: 0.3302, loss_bbox: 1.0221, loss_obj: 0.3130, loss: 1.6653 2023-02-25 03:58:17,424 - mmdet - INFO - Epoch [129][350/1111] lr: 6.134e-03, eta: 1 day, 8:42:05, time: 0.657, data_time: 0.031, memory: 27319, loss_cls: 0.3304, loss_bbox: 1.0259, loss_obj: 0.3171, loss: 1.6734 2023-02-25 03:58:50,223 - mmdet - INFO - Epoch [129][400/1111] lr: 6.132e-03, eta: 1 day, 8:41:37, time: 0.656, data_time: 0.028, memory: 27319, loss_cls: 0.3317, loss_bbox: 1.0293, loss_obj: 0.3155, loss: 1.6766 2023-02-25 03:59:22,094 - mmdet - INFO - Epoch [129][450/1111] lr: 6.129e-03, eta: 1 day, 8:41:08, time: 0.637, data_time: 0.024, memory: 27319, loss_cls: 0.3313, loss_bbox: 1.0295, loss_obj: 0.3165, loss: 1.6773 2023-02-25 03:59:57,175 - mmdet - INFO - Epoch [129][500/1111] lr: 6.127e-03, eta: 1 day, 8:40:42, time: 0.702, data_time: 0.026, memory: 27319, loss_cls: 0.3352, loss_bbox: 1.0455, loss_obj: 0.3246, loss: 1.7053 2023-02-25 04:00:30,394 - mmdet - INFO - Epoch [129][550/1111] lr: 6.125e-03, eta: 1 day, 8:40:15, time: 0.664, data_time: 0.029, memory: 27319, loss_cls: 0.3307, loss_bbox: 1.0300, loss_obj: 0.3266, loss: 1.6873 2023-02-25 04:00:59,063 - mmdet - INFO - Epoch [129][600/1111] lr: 6.122e-03, eta: 1 day, 8:39:41, time: 0.573, data_time: 0.029, memory: 27319, loss_cls: 0.3373, loss_bbox: 1.0582, loss_obj: 0.3323, loss: 1.7278 2023-02-25 04:01:26,660 - mmdet - INFO - Epoch [129][650/1111] lr: 6.120e-03, eta: 1 day, 8:39:06, time: 0.552, data_time: 0.032, memory: 27319, loss_cls: 0.3392, loss_bbox: 1.0681, loss_obj: 0.3322, loss: 1.7395 2023-02-25 04:01:59,821 - mmdet - INFO - Epoch [129][700/1111] lr: 6.118e-03, eta: 1 day, 8:38:38, time: 0.663, data_time: 0.027, memory: 27319, loss_cls: 0.3276, loss_bbox: 1.0122, loss_obj: 0.3091, loss: 1.6488 2023-02-25 04:02:29,626 - mmdet - INFO - Epoch [129][750/1111] lr: 6.115e-03, eta: 1 day, 8:38:06, time: 0.596, data_time: 0.026, memory: 27319, loss_cls: 0.3313, loss_bbox: 1.0326, loss_obj: 0.3178, loss: 1.6817 2023-02-25 04:03:00,143 - mmdet - INFO - Epoch [129][800/1111] lr: 6.113e-03, eta: 1 day, 8:37:34, time: 0.610, data_time: 0.029, memory: 27319, loss_cls: 0.3394, loss_bbox: 1.0682, loss_obj: 0.3355, loss: 1.7432 2023-02-25 04:03:28,075 - mmdet - INFO - Epoch [129][850/1111] lr: 6.110e-03, eta: 1 day, 8:37:00, time: 0.559, data_time: 0.032, memory: 27319, loss_cls: 0.3375, loss_bbox: 1.0629, loss_obj: 0.3169, loss: 1.7174 2023-02-25 04:03:57,823 - mmdet - INFO - Epoch [129][900/1111] lr: 6.108e-03, eta: 1 day, 8:36:27, time: 0.595, data_time: 0.031, memory: 27319, loss_cls: 0.3392, loss_bbox: 1.0713, loss_obj: 0.3309, loss: 1.7414 2023-02-25 04:04:28,272 - mmdet - INFO - Epoch [129][950/1111] lr: 6.106e-03, eta: 1 day, 8:35:56, time: 0.609, data_time: 0.029, memory: 27319, loss_cls: 0.3361, loss_bbox: 1.0561, loss_obj: 0.3135, loss: 1.7056 2023-02-25 04:04:58,088 - mmdet - INFO - Epoch [129][1000/1111] lr: 6.103e-03, eta: 1 day, 8:35:24, time: 0.596, data_time: 0.028, memory: 27319, loss_cls: 0.3349, loss_bbox: 1.0498, loss_obj: 0.3169, loss: 1.7016 2023-02-25 04:05:29,390 - mmdet - INFO - Epoch [129][1050/1111] lr: 6.101e-03, eta: 1 day, 8:34:53, time: 0.626, data_time: 0.034, memory: 27319, loss_cls: 0.3363, loss_bbox: 1.0530, loss_obj: 0.3121, loss: 1.7014 2023-02-25 04:05:57,833 - mmdet - INFO - Epoch [129][1100/1111] lr: 6.099e-03, eta: 1 day, 8:34:19, time: 0.569, data_time: 0.029, memory: 27319, loss_cls: 0.3296, loss_bbox: 1.0244, loss_obj: 0.3127, loss: 1.6667 2023-02-25 04:06:52,014 - mmdet - INFO - Epoch [130][50/1111] lr: 6.096e-03, eta: 1 day, 8:33:56, time: 0.968, data_time: 0.272, memory: 27319, loss_cls: 0.3390, loss_bbox: 1.0687, loss_obj: 0.3346, loss: 1.7423 2023-02-25 04:07:23,465 - mmdet - INFO - Epoch [130][100/1111] lr: 6.093e-03, eta: 1 day, 8:33:26, time: 0.629, data_time: 0.027, memory: 27319, loss_cls: 0.3313, loss_bbox: 1.0268, loss_obj: 0.3049, loss: 1.6629 2023-02-25 04:07:51,633 - mmdet - INFO - Epoch [130][150/1111] lr: 6.091e-03, eta: 1 day, 8:32:51, time: 0.563, data_time: 0.029, memory: 27319, loss_cls: 0.3312, loss_bbox: 1.0262, loss_obj: 0.3028, loss: 1.6602 2023-02-25 04:08:24,784 - mmdet - INFO - Epoch [130][200/1111] lr: 6.089e-03, eta: 1 day, 8:32:23, time: 0.663, data_time: 0.029, memory: 27319, loss_cls: 0.3294, loss_bbox: 1.0218, loss_obj: 0.3054, loss: 1.6566 2023-02-25 04:08:54,404 - mmdet - INFO - Epoch [130][250/1111] lr: 6.086e-03, eta: 1 day, 8:31:51, time: 0.592, data_time: 0.036, memory: 27319, loss_cls: 0.3363, loss_bbox: 1.0578, loss_obj: 0.3179, loss: 1.7121 2023-02-25 04:09:23,102 - mmdet - INFO - Epoch [130][300/1111] lr: 6.084e-03, eta: 1 day, 8:31:17, time: 0.574, data_time: 0.035, memory: 27319, loss_cls: 0.3376, loss_bbox: 1.0619, loss_obj: 0.3235, loss: 1.7230 2023-02-25 04:09:50,736 - mmdet - INFO - Epoch [130][350/1111] lr: 6.082e-03, eta: 1 day, 8:30:42, time: 0.553, data_time: 0.032, memory: 27319, loss_cls: 0.3333, loss_bbox: 1.0387, loss_obj: 0.3086, loss: 1.6806 2023-02-25 04:10:17,959 - mmdet - INFO - Epoch [130][400/1111] lr: 6.079e-03, eta: 1 day, 8:30:06, time: 0.544, data_time: 0.035, memory: 27319, loss_cls: 0.3456, loss_bbox: 1.0991, loss_obj: 0.3310, loss: 1.7757 2023-02-25 04:10:49,349 - mmdet - INFO - Epoch [130][450/1111] lr: 6.077e-03, eta: 1 day, 8:29:36, time: 0.628, data_time: 0.030, memory: 27319, loss_cls: 0.3360, loss_bbox: 1.0497, loss_obj: 0.3138, loss: 1.6996 2023-02-25 04:11:20,311 - mmdet - INFO - Epoch [130][500/1111] lr: 6.075e-03, eta: 1 day, 8:29:06, time: 0.619, data_time: 0.029, memory: 27319, loss_cls: 0.3300, loss_bbox: 1.0262, loss_obj: 0.3200, loss: 1.6762 2023-02-25 04:11:49,629 - mmdet - INFO - Epoch [130][550/1111] lr: 6.072e-03, eta: 1 day, 8:28:33, time: 0.586, data_time: 0.033, memory: 27319, loss_cls: 0.3406, loss_bbox: 1.0783, loss_obj: 0.3364, loss: 1.7553 2023-02-25 04:12:26,681 - mmdet - INFO - Epoch [130][600/1111] lr: 6.070e-03, eta: 1 day, 8:28:10, time: 0.741, data_time: 0.022, memory: 27319, loss_cls: 0.3255, loss_bbox: 0.9989, loss_obj: 0.3049, loss: 1.6293 2023-02-25 04:13:02,488 - mmdet - INFO - Epoch [130][650/1111] lr: 6.067e-03, eta: 1 day, 8:27:46, time: 0.716, data_time: 0.027, memory: 27319, loss_cls: 0.3272, loss_bbox: 1.0081, loss_obj: 0.3102, loss: 1.6454 2023-02-25 04:13:31,021 - mmdet - INFO - Epoch [130][700/1111] lr: 6.065e-03, eta: 1 day, 8:27:12, time: 0.571, data_time: 0.029, memory: 27319, loss_cls: 0.3357, loss_bbox: 1.0542, loss_obj: 0.3287, loss: 1.7186 2023-02-25 04:13:58,276 - mmdet - INFO - Epoch [130][750/1111] lr: 6.063e-03, eta: 1 day, 8:26:36, time: 0.545, data_time: 0.037, memory: 27319, loss_cls: 0.3377, loss_bbox: 1.0673, loss_obj: 0.3234, loss: 1.7284 2023-02-25 04:14:27,110 - mmdet - INFO - Epoch [130][800/1111] lr: 6.060e-03, eta: 1 day, 8:26:02, time: 0.577, data_time: 0.028, memory: 27319, loss_cls: 0.3338, loss_bbox: 1.0463, loss_obj: 0.3189, loss: 1.6990 2023-02-25 04:14:54,115 - mmdet - INFO - Epoch [130][850/1111] lr: 6.058e-03, eta: 1 day, 8:25:27, time: 0.540, data_time: 0.031, memory: 27319, loss_cls: 0.3352, loss_bbox: 1.0530, loss_obj: 0.3212, loss: 1.7093 2023-02-25 04:15:25,501 - mmdet - INFO - Epoch [130][900/1111] lr: 6.056e-03, eta: 1 day, 8:24:56, time: 0.628, data_time: 0.030, memory: 27319, loss_cls: 0.3359, loss_bbox: 1.0516, loss_obj: 0.3153, loss: 1.7028 2023-02-25 04:15:56,059 - mmdet - INFO - Epoch [130][950/1111] lr: 6.053e-03, eta: 1 day, 8:24:25, time: 0.611, data_time: 0.035, memory: 27319, loss_cls: 0.3342, loss_bbox: 1.0451, loss_obj: 0.3108, loss: 1.6900 2023-02-25 04:16:24,308 - mmdet - INFO - Epoch [130][1000/1111] lr: 6.051e-03, eta: 1 day, 8:23:51, time: 0.565, data_time: 0.032, memory: 27319, loss_cls: 0.3379, loss_bbox: 1.0618, loss_obj: 0.3135, loss: 1.7133 2023-02-25 04:16:56,800 - mmdet - INFO - Epoch [130][1050/1111] lr: 6.049e-03, eta: 1 day, 8:23:22, time: 0.650, data_time: 0.028, memory: 27319, loss_cls: 0.3315, loss_bbox: 1.0330, loss_obj: 0.3205, loss: 1.6849 2023-02-25 04:17:26,595 - mmdet - INFO - Epoch [130][1100/1111] lr: 6.046e-03, eta: 1 day, 8:22:50, time: 0.596, data_time: 0.030, memory: 27319, loss_cls: 0.3322, loss_bbox: 1.0408, loss_obj: 0.3239, loss: 1.6969 2023-02-25 04:17:31,730 - mmdet - INFO - Saving checkpoint at 130 epochs 2023-02-25 04:20:29,154 - mmdet - INFO - Evaluating bbox... 2023-02-25 04:20:45,653 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.881 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.967 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.931 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.051 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.775 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.931 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.905 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.905 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.905 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.232 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.836 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.947 2023-02-25 04:20:45,760 - mmdet - INFO - Exp name: yolox_x.py 2023-02-25 04:20:45,760 - mmdet - INFO - Epoch(val) [130][4200] bbox_mAP: 0.8807, bbox_mAP_50: 0.9667, bbox_mAP_75: 0.9308, bbox_mAP_s: 0.0506, bbox_mAP_m: 0.7746, bbox_mAP_l: 0.9310, bbox_mAP_copypaste: 0.8807 0.9667 0.9308 0.0506 0.7746 0.9310 2023-02-25 04:21:24,678 - mmdet - INFO - Epoch [131][50/1111] lr: 6.043e-03, eta: 1 day, 8:22:14, time: 0.777, data_time: 0.170, memory: 27319, loss_cls: 0.3353, loss_bbox: 1.0506, loss_obj: 0.3154, loss: 1.7013 2023-02-25 04:21:53,717 - mmdet - INFO - Epoch [131][100/1111] lr: 6.041e-03, eta: 1 day, 8:21:41, time: 0.581, data_time: 0.031, memory: 27319, loss_cls: 0.3364, loss_bbox: 1.0531, loss_obj: 0.3220, loss: 1.7115 2023-02-25 04:22:23,330 - mmdet - INFO - Epoch [131][150/1111] lr: 6.039e-03, eta: 1 day, 8:21:08, time: 0.592, data_time: 0.029, memory: 27319, loss_cls: 0.3332, loss_bbox: 1.0423, loss_obj: 0.3193, loss: 1.6948 2023-02-25 04:22:55,283 - mmdet - INFO - Epoch [131][200/1111] lr: 6.036e-03, eta: 1 day, 8:20:39, time: 0.639, data_time: 0.029, memory: 27319, loss_cls: 0.3320, loss_bbox: 1.0325, loss_obj: 0.3104, loss: 1.6750 2023-02-25 04:23:23,312 - mmdet - INFO - Epoch [131][250/1111] lr: 6.034e-03, eta: 1 day, 8:20:04, time: 0.561, data_time: 0.028, memory: 27319, loss_cls: 0.3344, loss_bbox: 1.0483, loss_obj: 0.3130, loss: 1.6957 2023-02-25 04:23:56,611 - mmdet - INFO - Epoch [131][300/1111] lr: 6.031e-03, eta: 1 day, 8:19:36, time: 0.666, data_time: 0.030, memory: 27319, loss_cls: 0.3302, loss_bbox: 1.0230, loss_obj: 0.3148, loss: 1.6679 2023-02-25 04:24:26,206 - mmdet - INFO - Epoch [131][350/1111] lr: 6.029e-03, eta: 1 day, 8:19:04, time: 0.592, data_time: 0.028, memory: 27319, loss_cls: 0.3365, loss_bbox: 1.0546, loss_obj: 0.3245, loss: 1.7156 2023-02-25 04:24:57,312 - mmdet - INFO - Epoch [131][400/1111] lr: 6.027e-03, eta: 1 day, 8:18:33, time: 0.622, data_time: 0.027, memory: 27319, loss_cls: 0.3336, loss_bbox: 1.0399, loss_obj: 0.3148, loss: 1.6883 2023-02-25 04:25:26,978 - mmdet - INFO - Epoch [131][450/1111] lr: 6.024e-03, eta: 1 day, 8:18:01, time: 0.593, data_time: 0.033, memory: 27319, loss_cls: 0.3334, loss_bbox: 1.0401, loss_obj: 0.3068, loss: 1.6803 2023-02-25 04:26:01,325 - mmdet - INFO - Epoch [131][500/1111] lr: 6.022e-03, eta: 1 day, 8:17:35, time: 0.687, data_time: 0.024, memory: 27319, loss_cls: 0.3323, loss_bbox: 1.0284, loss_obj: 0.3159, loss: 1.6766 2023-02-25 04:26:33,319 - mmdet - INFO - Epoch [131][550/1111] lr: 6.020e-03, eta: 1 day, 8:17:05, time: 0.640, data_time: 0.033, memory: 27319, loss_cls: 0.3322, loss_bbox: 1.0358, loss_obj: 0.3214, loss: 1.6894 2023-02-25 04:27:03,529 - mmdet - INFO - Epoch [131][600/1111] lr: 6.017e-03, eta: 1 day, 8:16:34, time: 0.604, data_time: 0.029, memory: 27319, loss_cls: 0.3341, loss_bbox: 1.0444, loss_obj: 0.3120, loss: 1.6905 2023-02-25 04:27:30,024 - mmdet - INFO - Epoch [131][650/1111] lr: 6.015e-03, eta: 1 day, 8:15:57, time: 0.530, data_time: 0.036, memory: 27319, loss_cls: 0.3400, loss_bbox: 1.0743, loss_obj: 0.3231, loss: 1.7375 2023-02-25 04:27:57,777 - mmdet - INFO - Epoch [131][700/1111] lr: 6.013e-03, eta: 1 day, 8:15:22, time: 0.555, data_time: 0.034, memory: 27319, loss_cls: 0.3344, loss_bbox: 1.0447, loss_obj: 0.3099, loss: 1.6891 2023-02-25 04:28:27,351 - mmdet - INFO - Epoch [131][750/1111] lr: 6.010e-03, eta: 1 day, 8:14:50, time: 0.591, data_time: 0.032, memory: 27319, loss_cls: 0.3360, loss_bbox: 1.0536, loss_obj: 0.3204, loss: 1.7099 2023-02-25 04:28:59,999 - mmdet - INFO - Epoch [131][800/1111] lr: 6.008e-03, eta: 1 day, 8:14:21, time: 0.653, data_time: 0.031, memory: 27319, loss_cls: 0.3303, loss_bbox: 1.0286, loss_obj: 0.3149, loss: 1.6738 2023-02-25 04:29:27,208 - mmdet - INFO - Epoch [131][850/1111] lr: 6.005e-03, eta: 1 day, 8:13:46, time: 0.544, data_time: 0.032, memory: 27319, loss_cls: 0.3352, loss_bbox: 1.0520, loss_obj: 0.3239, loss: 1.7111 2023-02-25 04:29:59,692 - mmdet - INFO - Epoch [131][900/1111] lr: 6.003e-03, eta: 1 day, 8:13:17, time: 0.650, data_time: 0.026, memory: 27319, loss_cls: 0.3355, loss_bbox: 1.0494, loss_obj: 0.3134, loss: 1.6983 2023-02-25 04:30:30,746 - mmdet - INFO - Epoch [131][950/1111] lr: 6.001e-03, eta: 1 day, 8:12:46, time: 0.621, data_time: 0.031, memory: 27319, loss_cls: 0.3346, loss_bbox: 1.0425, loss_obj: 0.3039, loss: 1.6810 2023-02-25 04:31:02,061 - mmdet - INFO - Epoch [131][1000/1111] lr: 5.998e-03, eta: 1 day, 8:12:16, time: 0.627, data_time: 0.033, memory: 27319, loss_cls: 0.3382, loss_bbox: 1.0596, loss_obj: 0.3297, loss: 1.7275 2023-02-25 04:31:31,597 - mmdet - INFO - Epoch [131][1050/1111] lr: 5.996e-03, eta: 1 day, 8:11:43, time: 0.591, data_time: 0.030, memory: 27319, loss_cls: 0.3414, loss_bbox: 1.0765, loss_obj: 0.3343, loss: 1.7522 2023-02-25 04:32:03,201 - mmdet - INFO - Epoch [131][1100/1111] lr: 5.994e-03, eta: 1 day, 8:11:14, time: 0.632, data_time: 0.024, memory: 27319, loss_cls: 0.3283, loss_bbox: 1.0140, loss_obj: 0.3021, loss: 1.6444 2023-02-25 04:32:58,120 - mmdet - INFO - Epoch [132][50/1111] lr: 5.991e-03, eta: 1 day, 8:10:52, time: 1.004, data_time: 0.257, memory: 27319, loss_cls: 0.3294, loss_bbox: 1.0185, loss_obj: 0.3090, loss: 1.6569 2023-02-25 04:33:25,489 - mmdet - INFO - Epoch [132][100/1111] lr: 5.988e-03, eta: 1 day, 8:10:17, time: 0.547, data_time: 0.032, memory: 27319, loss_cls: 0.3378, loss_bbox: 1.0648, loss_obj: 0.3150, loss: 1.7176 2023-02-25 04:33:54,919 - mmdet - INFO - Epoch [132][150/1111] lr: 5.986e-03, eta: 1 day, 8:09:44, time: 0.588, data_time: 0.033, memory: 27319, loss_cls: 0.3346, loss_bbox: 1.0493, loss_obj: 0.3254, loss: 1.7093 2023-02-25 04:34:26,892 - mmdet - INFO - Epoch [132][200/1111] lr: 5.984e-03, eta: 1 day, 8:09:15, time: 0.640, data_time: 0.026, memory: 27319, loss_cls: 0.3310, loss_bbox: 1.0300, loss_obj: 0.3166, loss: 1.6776 2023-02-25 04:34:57,226 - mmdet - INFO - Epoch [132][250/1111] lr: 5.981e-03, eta: 1 day, 8:08:43, time: 0.606, data_time: 0.031, memory: 27319, loss_cls: 0.3346, loss_bbox: 1.0501, loss_obj: 0.3205, loss: 1.7051 2023-02-25 04:35:25,012 - mmdet - INFO - Epoch [132][300/1111] lr: 5.979e-03, eta: 1 day, 8:08:08, time: 0.556, data_time: 0.031, memory: 27319, loss_cls: 0.3355, loss_bbox: 1.0560, loss_obj: 0.3169, loss: 1.7084 2023-02-25 04:35:53,450 - mmdet - INFO - Epoch [132][350/1111] lr: 5.976e-03, eta: 1 day, 8:07:34, time: 0.569, data_time: 0.035, memory: 27319, loss_cls: 0.3326, loss_bbox: 1.0353, loss_obj: 0.3015, loss: 1.6694 2023-02-25 04:36:25,528 - mmdet - INFO - Epoch [132][400/1111] lr: 5.974e-03, eta: 1 day, 8:07:05, time: 0.641, data_time: 0.029, memory: 27319, loss_cls: 0.3373, loss_bbox: 1.0535, loss_obj: 0.3056, loss: 1.6964 2023-02-25 04:36:54,360 - mmdet - INFO - Epoch [132][450/1111] lr: 5.972e-03, eta: 1 day, 8:06:32, time: 0.577, data_time: 0.034, memory: 27319, loss_cls: 0.3376, loss_bbox: 1.0601, loss_obj: 0.3281, loss: 1.7258 2023-02-25 04:37:25,283 - mmdet - INFO - Epoch [132][500/1111] lr: 5.969e-03, eta: 1 day, 8:06:01, time: 0.618, data_time: 0.027, memory: 27319, loss_cls: 0.3306, loss_bbox: 1.0243, loss_obj: 0.3039, loss: 1.6588 2023-02-25 04:38:00,971 - mmdet - INFO - Epoch [132][550/1111] lr: 5.967e-03, eta: 1 day, 8:05:36, time: 0.713, data_time: 0.025, memory: 27319, loss_cls: 0.3323, loss_bbox: 1.0325, loss_obj: 0.3289, loss: 1.6937 2023-02-25 04:38:31,687 - mmdet - INFO - Epoch [132][600/1111] lr: 5.965e-03, eta: 1 day, 8:05:05, time: 0.615, data_time: 0.031, memory: 27319, loss_cls: 0.3339, loss_bbox: 1.0461, loss_obj: 0.3174, loss: 1.6974 2023-02-25 04:39:01,999 - mmdet - INFO - Epoch [132][650/1111] lr: 5.962e-03, eta: 1 day, 8:04:33, time: 0.606, data_time: 0.033, memory: 27319, loss_cls: 0.3292, loss_bbox: 1.0250, loss_obj: 0.3052, loss: 1.6594 2023-02-25 04:39:34,869 - mmdet - INFO - Epoch [132][700/1111] lr: 5.960e-03, eta: 1 day, 8:04:05, time: 0.657, data_time: 0.023, memory: 27319, loss_cls: 0.3293, loss_bbox: 1.0210, loss_obj: 0.3169, loss: 1.6672 2023-02-25 04:40:05,822 - mmdet - INFO - Epoch [132][750/1111] lr: 5.958e-03, eta: 1 day, 8:03:34, time: 0.619, data_time: 0.038, memory: 27319, loss_cls: 0.3376, loss_bbox: 1.0594, loss_obj: 0.3283, loss: 1.7254 2023-02-25 04:40:34,866 - mmdet - INFO - Epoch [132][800/1111] lr: 5.955e-03, eta: 1 day, 8:03:01, time: 0.581, data_time: 0.032, memory: 27319, loss_cls: 0.3309, loss_bbox: 1.0337, loss_obj: 0.3182, loss: 1.6828 2023-02-25 04:41:06,294 - mmdet - INFO - Epoch [132][850/1111] lr: 5.953e-03, eta: 1 day, 8:02:31, time: 0.629, data_time: 0.032, memory: 27319, loss_cls: 0.3251, loss_bbox: 1.0050, loss_obj: 0.3045, loss: 1.6346 2023-02-25 04:41:35,777 - mmdet - INFO - Epoch [132][900/1111] lr: 5.950e-03, eta: 1 day, 8:01:59, time: 0.590, data_time: 0.031, memory: 27319, loss_cls: 0.3415, loss_bbox: 1.0796, loss_obj: 0.3311, loss: 1.7523 2023-02-25 04:42:07,758 - mmdet - INFO - Epoch [132][950/1111] lr: 5.948e-03, eta: 1 day, 8:01:29, time: 0.640, data_time: 0.032, memory: 27319, loss_cls: 0.3247, loss_bbox: 1.0050, loss_obj: 0.3056, loss: 1.6353 2023-02-25 04:42:37,659 - mmdet - INFO - Epoch [132][1000/1111] lr: 5.946e-03, eta: 1 day, 8:00:57, time: 0.598, data_time: 0.032, memory: 27319, loss_cls: 0.3312, loss_bbox: 1.0296, loss_obj: 0.3044, loss: 1.6652 2023-02-25 04:43:04,127 - mmdet - INFO - Epoch [132][1050/1111] lr: 5.943e-03, eta: 1 day, 8:00:21, time: 0.529, data_time: 0.033, memory: 27319, loss_cls: 0.3422, loss_bbox: 1.0870, loss_obj: 0.3344, loss: 1.7636 2023-02-25 04:43:31,965 - mmdet - INFO - Epoch [132][1100/1111] lr: 5.941e-03, eta: 1 day, 7:59:46, time: 0.557, data_time: 0.026, memory: 27319, loss_cls: 0.3358, loss_bbox: 1.0530, loss_obj: 0.3223, loss: 1.7111 2023-02-25 04:44:27,024 - mmdet - INFO - Epoch [133][50/1111] lr: 5.938e-03, eta: 1 day, 7:59:21, time: 0.949, data_time: 0.293, memory: 27319, loss_cls: 0.3287, loss_bbox: 1.0224, loss_obj: 0.3136, loss: 1.6647 2023-02-25 04:44:55,720 - mmdet - INFO - Epoch [133][100/1111] lr: 5.936e-03, eta: 1 day, 7:58:47, time: 0.574, data_time: 0.031, memory: 27319, loss_cls: 0.3346, loss_bbox: 1.0487, loss_obj: 0.3250, loss: 1.7083 2023-02-25 04:45:25,933 - mmdet - INFO - Epoch [133][150/1111] lr: 5.933e-03, eta: 1 day, 7:58:15, time: 0.604, data_time: 0.029, memory: 27319, loss_cls: 0.3319, loss_bbox: 1.0329, loss_obj: 0.3225, loss: 1.6874 2023-02-25 04:45:54,115 - mmdet - INFO - Epoch [133][200/1111] lr: 5.931e-03, eta: 1 day, 7:57:41, time: 0.564, data_time: 0.032, memory: 27319, loss_cls: 0.3386, loss_bbox: 1.0648, loss_obj: 0.3215, loss: 1.7250 2023-02-25 04:46:27,666 - mmdet - INFO - Epoch [133][250/1111] lr: 5.929e-03, eta: 1 day, 7:57:14, time: 0.671, data_time: 0.033, memory: 27319, loss_cls: 0.3262, loss_bbox: 1.0133, loss_obj: 0.3118, loss: 1.6513 2023-02-25 04:46:56,093 - mmdet - INFO - Epoch [133][300/1111] lr: 5.926e-03, eta: 1 day, 7:56:40, time: 0.569, data_time: 0.030, memory: 27319, loss_cls: 0.3383, loss_bbox: 1.0636, loss_obj: 0.3310, loss: 1.7329 2023-02-25 04:47:25,519 - mmdet - INFO - Epoch [133][350/1111] lr: 5.924e-03, eta: 1 day, 7:56:07, time: 0.589, data_time: 0.034, memory: 27319, loss_cls: 0.3374, loss_bbox: 1.0613, loss_obj: 0.3237, loss: 1.7224 2023-02-25 04:47:58,556 - mmdet - INFO - Epoch [133][400/1111] lr: 5.921e-03, eta: 1 day, 7:55:39, time: 0.661, data_time: 0.025, memory: 27319, loss_cls: 0.3307, loss_bbox: 1.0238, loss_obj: 0.3113, loss: 1.6657 2023-02-25 04:48:31,753 - mmdet - INFO - Epoch [133][450/1111] lr: 5.919e-03, eta: 1 day, 7:55:11, time: 0.664, data_time: 0.027, memory: 27319, loss_cls: 0.3363, loss_bbox: 1.0527, loss_obj: 0.3308, loss: 1.7198 2023-02-25 04:49:03,703 - mmdet - INFO - Epoch [133][500/1111] lr: 5.917e-03, eta: 1 day, 7:54:42, time: 0.639, data_time: 0.029, memory: 27319, loss_cls: 0.3294, loss_bbox: 1.0196, loss_obj: 0.3117, loss: 1.6606 2023-02-25 04:49:36,616 - mmdet - INFO - Epoch [133][550/1111] lr: 5.914e-03, eta: 1 day, 7:54:13, time: 0.658, data_time: 0.030, memory: 27319, loss_cls: 0.3331, loss_bbox: 1.0386, loss_obj: 0.3280, loss: 1.6997 2023-02-25 04:50:05,921 - mmdet - INFO - Epoch [133][600/1111] lr: 5.912e-03, eta: 1 day, 7:53:41, time: 0.586, data_time: 0.036, memory: 27319, loss_cls: 0.3377, loss_bbox: 1.0717, loss_obj: 0.3320, loss: 1.7414 2023-02-25 04:50:36,650 - mmdet - INFO - Epoch [133][650/1111] lr: 5.910e-03, eta: 1 day, 7:53:10, time: 0.615, data_time: 0.030, memory: 27319, loss_cls: 0.3387, loss_bbox: 1.0680, loss_obj: 0.3215, loss: 1.7282 2023-02-25 04:51:06,933 - mmdet - INFO - Epoch [133][700/1111] lr: 5.907e-03, eta: 1 day, 7:52:38, time: 0.606, data_time: 0.029, memory: 27319, loss_cls: 0.3332, loss_bbox: 1.0334, loss_obj: 0.3120, loss: 1.6786 2023-02-25 04:51:35,003 - mmdet - INFO - Epoch [133][750/1111] lr: 5.905e-03, eta: 1 day, 7:52:04, time: 0.561, data_time: 0.034, memory: 27319, loss_cls: 0.3363, loss_bbox: 1.0570, loss_obj: 0.3157, loss: 1.7090 2023-02-25 04:52:05,668 - mmdet - INFO - Epoch [133][800/1111] lr: 5.902e-03, eta: 1 day, 7:51:32, time: 0.613, data_time: 0.031, memory: 27319, loss_cls: 0.3296, loss_bbox: 1.0246, loss_obj: 0.3095, loss: 1.6637 2023-02-25 04:52:36,522 - mmdet - INFO - Epoch [133][850/1111] lr: 5.900e-03, eta: 1 day, 7:51:02, time: 0.617, data_time: 0.024, memory: 27319, loss_cls: 0.3283, loss_bbox: 1.0212, loss_obj: 0.3118, loss: 1.6614 2023-02-25 04:53:05,678 - mmdet - INFO - Epoch [133][900/1111] lr: 5.898e-03, eta: 1 day, 7:50:29, time: 0.583, data_time: 0.035, memory: 27319, loss_cls: 0.3359, loss_bbox: 1.0567, loss_obj: 0.3283, loss: 1.7209 2023-02-25 04:53:37,241 - mmdet - INFO - Epoch [133][950/1111] lr: 5.895e-03, eta: 1 day, 7:49:59, time: 0.631, data_time: 0.026, memory: 27319, loss_cls: 0.3292, loss_bbox: 1.0186, loss_obj: 0.3000, loss: 1.6477 2023-02-25 04:54:07,218 - mmdet - INFO - Epoch [133][1000/1111] lr: 5.893e-03, eta: 1 day, 7:49:27, time: 0.599, data_time: 0.030, memory: 27319, loss_cls: 0.3295, loss_bbox: 1.0242, loss_obj: 0.3081, loss: 1.6617 2023-02-25 04:54:37,883 - mmdet - INFO - Epoch [133][1050/1111] lr: 5.891e-03, eta: 1 day, 7:48:56, time: 0.613, data_time: 0.025, memory: 27319, loss_cls: 0.3347, loss_bbox: 1.0480, loss_obj: 0.3064, loss: 1.6891 2023-02-25 04:55:06,039 - mmdet - INFO - Epoch [133][1100/1111] lr: 5.888e-03, eta: 1 day, 7:48:21, time: 0.563, data_time: 0.027, memory: 27319, loss_cls: 0.3363, loss_bbox: 1.0575, loss_obj: 0.3201, loss: 1.7139 2023-02-25 04:55:56,030 - mmdet - INFO - Epoch [134][50/1111] lr: 5.885e-03, eta: 1 day, 7:47:53, time: 0.894, data_time: 0.269, memory: 27319, loss_cls: 0.3408, loss_bbox: 1.0811, loss_obj: 0.3178, loss: 1.7397 2023-02-25 04:56:26,124 - mmdet - INFO - Epoch [134][100/1111] lr: 5.883e-03, eta: 1 day, 7:47:21, time: 0.602, data_time: 0.028, memory: 27319, loss_cls: 0.3310, loss_bbox: 1.0299, loss_obj: 0.3251, loss: 1.6860 2023-02-25 04:56:55,734 - mmdet - INFO - Epoch [134][150/1111] lr: 5.880e-03, eta: 1 day, 7:46:48, time: 0.592, data_time: 0.032, memory: 27319, loss_cls: 0.3365, loss_bbox: 1.0603, loss_obj: 0.3256, loss: 1.7224 2023-02-25 04:57:30,018 - mmdet - INFO - Epoch [134][200/1111] lr: 5.878e-03, eta: 1 day, 7:46:22, time: 0.686, data_time: 0.027, memory: 27319, loss_cls: 0.3305, loss_bbox: 1.0214, loss_obj: 0.3242, loss: 1.6761 2023-02-25 04:58:04,011 - mmdet - INFO - Epoch [134][250/1111] lr: 5.876e-03, eta: 1 day, 7:45:55, time: 0.680, data_time: 0.027, memory: 27319, loss_cls: 0.3219, loss_bbox: 0.9872, loss_obj: 0.3031, loss: 1.6121 2023-02-25 04:58:41,035 - mmdet - INFO - Epoch [134][300/1111] lr: 5.873e-03, eta: 1 day, 7:45:32, time: 0.740, data_time: 0.024, memory: 27319, loss_cls: 0.3226, loss_bbox: 0.9887, loss_obj: 0.2993, loss: 1.6107 2023-02-25 04:59:11,167 - mmdet - INFO - Epoch [134][350/1111] lr: 5.871e-03, eta: 1 day, 7:45:00, time: 0.603, data_time: 0.033, memory: 27319, loss_cls: 0.3310, loss_bbox: 1.0308, loss_obj: 0.3181, loss: 1.6799 2023-02-25 04:59:43,924 - mmdet - INFO - Epoch [134][400/1111] lr: 5.869e-03, eta: 1 day, 7:44:31, time: 0.655, data_time: 0.026, memory: 27319, loss_cls: 0.3261, loss_bbox: 1.0046, loss_obj: 0.3013, loss: 1.6320 2023-02-25 05:00:14,997 - mmdet - INFO - Epoch [134][450/1111] lr: 5.866e-03, eta: 1 day, 7:44:01, time: 0.621, data_time: 0.030, memory: 27319, loss_cls: 0.3322, loss_bbox: 1.0325, loss_obj: 0.3205, loss: 1.6852 2023-02-25 05:00:44,012 - mmdet - INFO - Epoch [134][500/1111] lr: 5.864e-03, eta: 1 day, 7:43:28, time: 0.580, data_time: 0.031, memory: 27319, loss_cls: 0.3334, loss_bbox: 1.0418, loss_obj: 0.3221, loss: 1.6973 2023-02-25 05:01:13,836 - mmdet - INFO - Epoch [134][550/1111] lr: 5.861e-03, eta: 1 day, 7:42:55, time: 0.596, data_time: 0.031, memory: 27319, loss_cls: 0.3363, loss_bbox: 1.0506, loss_obj: 0.3141, loss: 1.7009 2023-02-25 05:01:42,224 - mmdet - INFO - Epoch [134][600/1111] lr: 5.859e-03, eta: 1 day, 7:42:22, time: 0.568, data_time: 0.043, memory: 27319, loss_cls: 0.3360, loss_bbox: 1.0518, loss_obj: 0.3129, loss: 1.7008 2023-02-25 05:02:10,516 - mmdet - INFO - Epoch [134][650/1111] lr: 5.857e-03, eta: 1 day, 7:41:47, time: 0.566, data_time: 0.032, memory: 27319, loss_cls: 0.3356, loss_bbox: 1.0510, loss_obj: 0.3159, loss: 1.7025 2023-02-25 05:02:49,291 - mmdet - INFO - Epoch [134][700/1111] lr: 5.854e-03, eta: 1 day, 7:41:26, time: 0.775, data_time: 0.022, memory: 27319, loss_cls: 0.3249, loss_bbox: 0.9967, loss_obj: 0.3107, loss: 1.6322 2023-02-25 05:03:19,292 - mmdet - INFO - Epoch [134][750/1111] lr: 5.852e-03, eta: 1 day, 7:40:55, time: 0.600, data_time: 0.030, memory: 27319, loss_cls: 0.3368, loss_bbox: 1.0587, loss_obj: 0.3326, loss: 1.7282 2023-02-25 05:03:48,453 - mmdet - INFO - Epoch [134][800/1111] lr: 5.850e-03, eta: 1 day, 7:40:22, time: 0.583, data_time: 0.030, memory: 27319, loss_cls: 0.3321, loss_bbox: 1.0362, loss_obj: 0.3051, loss: 1.6734 2023-02-25 05:04:14,968 - mmdet - INFO - Epoch [134][850/1111] lr: 5.847e-03, eta: 1 day, 7:39:45, time: 0.530, data_time: 0.032, memory: 27319, loss_cls: 0.3392, loss_bbox: 1.0698, loss_obj: 0.3198, loss: 1.7288 2023-02-25 05:04:47,716 - mmdet - INFO - Epoch [134][900/1111] lr: 5.845e-03, eta: 1 day, 7:39:17, time: 0.655, data_time: 0.027, memory: 27319, loss_cls: 0.3295, loss_bbox: 1.0221, loss_obj: 0.3018, loss: 1.6535 2023-02-25 05:05:18,357 - mmdet - INFO - Epoch [134][950/1111] lr: 5.842e-03, eta: 1 day, 7:38:46, time: 0.613, data_time: 0.029, memory: 27319, loss_cls: 0.3285, loss_bbox: 1.0162, loss_obj: 0.3074, loss: 1.6521 2023-02-25 05:05:50,870 - mmdet - INFO - Epoch [134][1000/1111] lr: 5.840e-03, eta: 1 day, 7:38:17, time: 0.650, data_time: 0.027, memory: 27319, loss_cls: 0.3293, loss_bbox: 1.0189, loss_obj: 0.3024, loss: 1.6505 2023-02-25 05:06:22,170 - mmdet - INFO - Epoch [134][1050/1111] lr: 5.838e-03, eta: 1 day, 7:37:47, time: 0.626, data_time: 0.030, memory: 27319, loss_cls: 0.3290, loss_bbox: 1.0235, loss_obj: 0.3101, loss: 1.6626 2023-02-25 05:06:47,080 - mmdet - INFO - Epoch [134][1100/1111] lr: 5.835e-03, eta: 1 day, 7:37:08, time: 0.498, data_time: 0.026, memory: 27319, loss_cls: 0.3314, loss_bbox: 1.0374, loss_obj: 0.3197, loss: 1.6884 2023-02-25 05:07:47,686 - mmdet - INFO - Epoch [135][50/1111] lr: 5.832e-03, eta: 1 day, 7:36:47, time: 1.018, data_time: 0.265, memory: 27319, loss_cls: 0.3256, loss_bbox: 1.0045, loss_obj: 0.3094, loss: 1.6394 2023-02-25 05:08:18,474 - mmdet - INFO - Epoch [135][100/1111] lr: 5.830e-03, eta: 1 day, 7:36:16, time: 0.616, data_time: 0.029, memory: 27319, loss_cls: 0.3313, loss_bbox: 1.0359, loss_obj: 0.3390, loss: 1.7062 2023-02-25 05:08:52,503 - mmdet - INFO - Epoch [135][150/1111] lr: 5.828e-03, eta: 1 day, 7:35:49, time: 0.681, data_time: 0.026, memory: 27319, loss_cls: 0.3275, loss_bbox: 1.0131, loss_obj: 0.3201, loss: 1.6607 2023-02-25 05:09:24,538 - mmdet - INFO - Epoch [135][200/1111] lr: 5.825e-03, eta: 1 day, 7:35:20, time: 0.641, data_time: 0.027, memory: 27319, loss_cls: 0.3323, loss_bbox: 1.0342, loss_obj: 0.3075, loss: 1.6739 2023-02-25 05:09:54,846 - mmdet - INFO - Epoch [135][250/1111] lr: 5.823e-03, eta: 1 day, 7:34:48, time: 0.606, data_time: 0.029, memory: 27319, loss_cls: 0.3312, loss_bbox: 1.0295, loss_obj: 0.3113, loss: 1.6720 2023-02-25 05:10:28,755 - mmdet - INFO - Epoch [135][300/1111] lr: 5.820e-03, eta: 1 day, 7:34:21, time: 0.678, data_time: 0.030, memory: 27319, loss_cls: 0.3313, loss_bbox: 1.0323, loss_obj: 0.3109, loss: 1.6745 2023-02-25 05:11:00,242 - mmdet - INFO - Epoch [135][350/1111] lr: 5.818e-03, eta: 1 day, 7:33:51, time: 0.630, data_time: 0.029, memory: 27319, loss_cls: 0.3295, loss_bbox: 1.0233, loss_obj: 0.3074, loss: 1.6602 2023-02-25 05:11:30,248 - mmdet - INFO - Epoch [135][400/1111] lr: 5.816e-03, eta: 1 day, 7:33:19, time: 0.600, data_time: 0.025, memory: 27319, loss_cls: 0.3264, loss_bbox: 1.0184, loss_obj: 0.3165, loss: 1.6613 2023-02-25 05:11:59,095 - mmdet - INFO - Epoch [135][450/1111] lr: 5.813e-03, eta: 1 day, 7:32:46, time: 0.577, data_time: 0.033, memory: 27319, loss_cls: 0.3302, loss_bbox: 1.0371, loss_obj: 0.3210, loss: 1.6883 2023-02-25 05:12:26,595 - mmdet - INFO - Epoch [135][500/1111] lr: 5.811e-03, eta: 1 day, 7:32:11, time: 0.550, data_time: 0.033, memory: 27319, loss_cls: 0.3376, loss_bbox: 1.0656, loss_obj: 0.3263, loss: 1.7295 2023-02-25 05:12:57,705 - mmdet - INFO - Epoch [135][550/1111] lr: 5.809e-03, eta: 1 day, 7:31:40, time: 0.622, data_time: 0.032, memory: 27319, loss_cls: 0.3304, loss_bbox: 1.0252, loss_obj: 0.3090, loss: 1.6646 2023-02-25 05:13:27,257 - mmdet - INFO - Epoch [135][600/1111] lr: 5.806e-03, eta: 1 day, 7:31:08, time: 0.591, data_time: 0.028, memory: 27319, loss_cls: 0.3288, loss_bbox: 1.0203, loss_obj: 0.3020, loss: 1.6510 2023-02-25 05:13:54,912 - mmdet - INFO - Epoch [135][650/1111] lr: 5.804e-03, eta: 1 day, 7:30:33, time: 0.553, data_time: 0.034, memory: 27319, loss_cls: 0.3311, loss_bbox: 1.0264, loss_obj: 0.3014, loss: 1.6589 2023-02-25 05:14:26,713 - mmdet - INFO - Epoch [135][700/1111] lr: 5.801e-03, eta: 1 day, 7:30:03, time: 0.636, data_time: 0.028, memory: 27319, loss_cls: 0.3278, loss_bbox: 1.0113, loss_obj: 0.3086, loss: 1.6477 2023-02-25 05:14:59,483 - mmdet - INFO - Epoch [135][750/1111] lr: 5.799e-03, eta: 1 day, 7:29:35, time: 0.655, data_time: 0.030, memory: 27319, loss_cls: 0.3344, loss_bbox: 1.0440, loss_obj: 0.3298, loss: 1.7082 2023-02-25 05:15:29,517 - mmdet - INFO - Epoch [135][800/1111] lr: 5.797e-03, eta: 1 day, 7:29:03, time: 0.601, data_time: 0.033, memory: 27319, loss_cls: 0.3359, loss_bbox: 1.0536, loss_obj: 0.3337, loss: 1.7231 2023-02-25 05:16:02,622 - mmdet - INFO - Epoch [135][850/1111] lr: 5.794e-03, eta: 1 day, 7:28:35, time: 0.662, data_time: 0.023, memory: 27319, loss_cls: 0.3291, loss_bbox: 1.0207, loss_obj: 0.3154, loss: 1.6652 2023-02-25 05:16:32,499 - mmdet - INFO - Epoch [135][900/1111] lr: 5.792e-03, eta: 1 day, 7:28:03, time: 0.597, data_time: 0.032, memory: 27319, loss_cls: 0.3342, loss_bbox: 1.0452, loss_obj: 0.3143, loss: 1.6937 2023-02-25 05:17:01,186 - mmdet - INFO - Epoch [135][950/1111] lr: 5.790e-03, eta: 1 day, 7:27:29, time: 0.574, data_time: 0.028, memory: 27319, loss_cls: 0.3293, loss_bbox: 1.0209, loss_obj: 0.2928, loss: 1.6430 2023-02-25 05:17:33,228 - mmdet - INFO - Epoch [135][1000/1111] lr: 5.787e-03, eta: 1 day, 7:27:00, time: 0.641, data_time: 0.027, memory: 27319, loss_cls: 0.3311, loss_bbox: 1.0292, loss_obj: 0.3140, loss: 1.6744 2023-02-25 05:18:06,023 - mmdet - INFO - Epoch [135][1050/1111] lr: 5.785e-03, eta: 1 day, 7:26:31, time: 0.656, data_time: 0.028, memory: 27319, loss_cls: 0.3335, loss_bbox: 1.0467, loss_obj: 0.3268, loss: 1.7071 2023-02-25 05:18:33,037 - mmdet - INFO - Epoch [135][1100/1111] lr: 5.782e-03, eta: 1 day, 7:25:56, time: 0.540, data_time: 0.025, memory: 27319, loss_cls: 0.3342, loss_bbox: 1.0462, loss_obj: 0.3041, loss: 1.6845 2023-02-25 05:19:25,990 - mmdet - INFO - Epoch [136][50/1111] lr: 5.779e-03, eta: 1 day, 7:25:30, time: 0.946, data_time: 0.276, memory: 27319, loss_cls: 0.3342, loss_bbox: 1.0497, loss_obj: 0.3251, loss: 1.7090 2023-02-25 05:19:59,732 - mmdet - INFO - Epoch [136][100/1111] lr: 5.777e-03, eta: 1 day, 7:25:02, time: 0.675, data_time: 0.026, memory: 27319, loss_cls: 0.3323, loss_bbox: 1.0289, loss_obj: 0.3193, loss: 1.6805 2023-02-25 05:20:30,413 - mmdet - INFO - Epoch [136][150/1111] lr: 5.775e-03, eta: 1 day, 7:24:31, time: 0.614, data_time: 0.028, memory: 27319, loss_cls: 0.3330, loss_bbox: 1.0395, loss_obj: 0.3228, loss: 1.6953 2023-02-25 05:20:58,706 - mmdet - INFO - Epoch [136][200/1111] lr: 5.772e-03, eta: 1 day, 7:23:57, time: 0.566, data_time: 0.027, memory: 27319, loss_cls: 0.3328, loss_bbox: 1.0424, loss_obj: 0.3109, loss: 1.6861 2023-02-25 05:21:27,579 - mmdet - INFO - Epoch [136][250/1111] lr: 5.770e-03, eta: 1 day, 7:23:24, time: 0.577, data_time: 0.030, memory: 27319, loss_cls: 0.3349, loss_bbox: 1.0456, loss_obj: 0.3101, loss: 1.6906 2023-02-25 05:21:58,404 - mmdet - INFO - Epoch [136][300/1111] lr: 5.768e-03, eta: 1 day, 7:22:53, time: 0.616, data_time: 0.028, memory: 27319, loss_cls: 0.3354, loss_bbox: 1.0532, loss_obj: 0.3150, loss: 1.7036 2023-02-25 05:22:30,144 - mmdet - INFO - Epoch [136][350/1111] lr: 5.765e-03, eta: 1 day, 7:22:23, time: 0.635, data_time: 0.028, memory: 27319, loss_cls: 0.3326, loss_bbox: 1.0372, loss_obj: 0.3091, loss: 1.6789 2023-02-25 05:23:03,172 - mmdet - INFO - Epoch [136][400/1111] lr: 5.763e-03, eta: 1 day, 7:21:55, time: 0.661, data_time: 0.028, memory: 27319, loss_cls: 0.3273, loss_bbox: 1.0125, loss_obj: 0.3106, loss: 1.6504 2023-02-25 05:23:32,317 - mmdet - INFO - Epoch [136][450/1111] lr: 5.760e-03, eta: 1 day, 7:21:22, time: 0.583, data_time: 0.029, memory: 27319, loss_cls: 0.3362, loss_bbox: 1.0562, loss_obj: 0.3208, loss: 1.7132 2023-02-25 05:24:02,021 - mmdet - INFO - Epoch [136][500/1111] lr: 5.758e-03, eta: 1 day, 7:20:50, time: 0.594, data_time: 0.034, memory: 27319, loss_cls: 0.3392, loss_bbox: 1.0702, loss_obj: 0.3376, loss: 1.7470 2023-02-25 05:24:36,700 - mmdet - INFO - Epoch [136][550/1111] lr: 5.756e-03, eta: 1 day, 7:20:23, time: 0.694, data_time: 0.027, memory: 27319, loss_cls: 0.3244, loss_bbox: 0.9976, loss_obj: 0.3069, loss: 1.6288 2023-02-25 05:25:06,263 - mmdet - INFO - Epoch [136][600/1111] lr: 5.753e-03, eta: 1 day, 7:19:51, time: 0.591, data_time: 0.031, memory: 27319, loss_cls: 0.3346, loss_bbox: 1.0491, loss_obj: 0.3091, loss: 1.6928 2023-02-25 05:25:36,470 - mmdet - INFO - Epoch [136][650/1111] lr: 5.751e-03, eta: 1 day, 7:19:19, time: 0.604, data_time: 0.030, memory: 27319, loss_cls: 0.3275, loss_bbox: 1.0158, loss_obj: 0.3098, loss: 1.6531 2023-02-25 05:26:08,344 - mmdet - INFO - Epoch [136][700/1111] lr: 5.748e-03, eta: 1 day, 7:18:50, time: 0.637, data_time: 0.033, memory: 27319, loss_cls: 0.3281, loss_bbox: 1.0155, loss_obj: 0.3022, loss: 1.6457 2023-02-25 05:26:37,019 - mmdet - INFO - Epoch [136][750/1111] lr: 5.746e-03, eta: 1 day, 7:18:16, time: 0.573, data_time: 0.028, memory: 27319, loss_cls: 0.3354, loss_bbox: 1.0519, loss_obj: 0.3275, loss: 1.7148 2023-02-25 05:27:03,665 - mmdet - INFO - Epoch [136][800/1111] lr: 5.744e-03, eta: 1 day, 7:17:40, time: 0.533, data_time: 0.037, memory: 27319, loss_cls: 0.3348, loss_bbox: 1.0513, loss_obj: 0.3226, loss: 1.7087 2023-02-25 05:27:35,505 - mmdet - INFO - Epoch [136][850/1111] lr: 5.741e-03, eta: 1 day, 7:17:10, time: 0.637, data_time: 0.032, memory: 27319, loss_cls: 0.3268, loss_bbox: 1.0113, loss_obj: 0.3121, loss: 1.6502 2023-02-25 05:28:06,351 - mmdet - INFO - Epoch [136][900/1111] lr: 5.739e-03, eta: 1 day, 7:16:40, time: 0.617, data_time: 0.029, memory: 27319, loss_cls: 0.3254, loss_bbox: 1.0043, loss_obj: 0.3056, loss: 1.6353 2023-02-25 05:28:37,796 - mmdet - INFO - Epoch [136][950/1111] lr: 5.737e-03, eta: 1 day, 7:16:09, time: 0.629, data_time: 0.032, memory: 27319, loss_cls: 0.3269, loss_bbox: 1.0101, loss_obj: 0.3153, loss: 1.6524 2023-02-25 05:29:07,009 - mmdet - INFO - Epoch [136][1000/1111] lr: 5.734e-03, eta: 1 day, 7:15:37, time: 0.584, data_time: 0.029, memory: 27319, loss_cls: 0.3340, loss_bbox: 1.0442, loss_obj: 0.3358, loss: 1.7140 2023-02-25 05:29:40,144 - mmdet - INFO - Epoch [136][1050/1111] lr: 5.732e-03, eta: 1 day, 7:15:08, time: 0.663, data_time: 0.026, memory: 27319, loss_cls: 0.3247, loss_bbox: 1.0057, loss_obj: 0.3000, loss: 1.6304 2023-02-25 05:30:07,773 - mmdet - INFO - Epoch [136][1100/1111] lr: 5.729e-03, eta: 1 day, 7:14:34, time: 0.553, data_time: 0.032, memory: 27319, loss_cls: 0.3349, loss_bbox: 1.0491, loss_obj: 0.3183, loss: 1.7023 2023-02-25 05:31:02,819 - mmdet - INFO - Epoch [137][50/1111] lr: 5.726e-03, eta: 1 day, 7:14:08, time: 0.948, data_time: 0.278, memory: 27319, loss_cls: 0.3336, loss_bbox: 1.0461, loss_obj: 0.3216, loss: 1.7013 2023-02-25 05:31:31,437 - mmdet - INFO - Epoch [137][100/1111] lr: 5.724e-03, eta: 1 day, 7:13:34, time: 0.572, data_time: 0.031, memory: 27319, loss_cls: 0.3288, loss_bbox: 1.0234, loss_obj: 0.3080, loss: 1.6602 2023-02-25 05:32:02,297 - mmdet - INFO - Epoch [137][150/1111] lr: 5.722e-03, eta: 1 day, 7:13:03, time: 0.617, data_time: 0.034, memory: 27319, loss_cls: 0.3346, loss_bbox: 1.0469, loss_obj: 0.3155, loss: 1.6970 2023-02-25 05:32:28,789 - mmdet - INFO - Epoch [137][200/1111] lr: 5.719e-03, eta: 1 day, 7:12:27, time: 0.530, data_time: 0.034, memory: 27319, loss_cls: 0.3381, loss_bbox: 1.0696, loss_obj: 0.3244, loss: 1.7321 2023-02-25 05:32:56,481 - mmdet - INFO - Epoch [137][250/1111] lr: 5.717e-03, eta: 1 day, 7:11:53, time: 0.554, data_time: 0.037, memory: 27319, loss_cls: 0.3358, loss_bbox: 1.0522, loss_obj: 0.3048, loss: 1.6928 2023-02-25 05:33:29,062 - mmdet - INFO - Epoch [137][300/1111] lr: 5.715e-03, eta: 1 day, 7:11:24, time: 0.652, data_time: 0.025, memory: 27319, loss_cls: 0.3310, loss_bbox: 1.0302, loss_obj: 0.3095, loss: 1.6707 2023-02-25 05:34:01,035 - mmdet - INFO - Epoch [137][350/1111] lr: 5.712e-03, eta: 1 day, 7:10:54, time: 0.639, data_time: 0.027, memory: 27319, loss_cls: 0.3315, loss_bbox: 1.0371, loss_obj: 0.3216, loss: 1.6902 2023-02-25 05:34:32,564 - mmdet - INFO - Epoch [137][400/1111] lr: 5.710e-03, eta: 1 day, 7:10:24, time: 0.630, data_time: 0.029, memory: 27319, loss_cls: 0.3357, loss_bbox: 1.0514, loss_obj: 0.3137, loss: 1.7007 2023-02-25 05:35:01,086 - mmdet - INFO - Epoch [137][450/1111] lr: 5.707e-03, eta: 1 day, 7:09:50, time: 0.571, data_time: 0.030, memory: 27319, loss_cls: 0.3337, loss_bbox: 1.0456, loss_obj: 0.3118, loss: 1.6911 2023-02-25 05:35:29,729 - mmdet - INFO - Epoch [137][500/1111] lr: 5.705e-03, eta: 1 day, 7:09:17, time: 0.573, data_time: 0.031, memory: 27319, loss_cls: 0.3287, loss_bbox: 1.0243, loss_obj: 0.3192, loss: 1.6723 2023-02-25 05:35:58,309 - mmdet - INFO - Epoch [137][550/1111] lr: 5.703e-03, eta: 1 day, 7:08:43, time: 0.571, data_time: 0.032, memory: 27319, loss_cls: 0.3324, loss_bbox: 1.0412, loss_obj: 0.3124, loss: 1.6861 2023-02-25 05:36:26,996 - mmdet - INFO - Epoch [137][600/1111] lr: 5.700e-03, eta: 1 day, 7:08:10, time: 0.574, data_time: 0.030, memory: 27319, loss_cls: 0.3322, loss_bbox: 1.0414, loss_obj: 0.3167, loss: 1.6903 2023-02-25 05:36:54,428 - mmdet - INFO - Epoch [137][650/1111] lr: 5.698e-03, eta: 1 day, 7:07:35, time: 0.549, data_time: 0.033, memory: 27319, loss_cls: 0.3348, loss_bbox: 1.0502, loss_obj: 0.3204, loss: 1.7054 2023-02-25 05:37:25,352 - mmdet - INFO - Epoch [137][700/1111] lr: 5.695e-03, eta: 1 day, 7:07:04, time: 0.618, data_time: 0.033, memory: 27319, loss_cls: 0.3333, loss_bbox: 1.0417, loss_obj: 0.3291, loss: 1.7041 2023-02-25 05:37:55,302 - mmdet - INFO - Epoch [137][750/1111] lr: 5.693e-03, eta: 1 day, 7:06:32, time: 0.599, data_time: 0.035, memory: 27319, loss_cls: 0.3313, loss_bbox: 1.0347, loss_obj: 0.3088, loss: 1.6748 2023-02-25 05:38:21,580 - mmdet - INFO - Epoch [137][800/1111] lr: 5.691e-03, eta: 1 day, 7:05:56, time: 0.526, data_time: 0.033, memory: 27319, loss_cls: 0.3326, loss_bbox: 1.0462, loss_obj: 0.3140, loss: 1.6928 2023-02-25 05:38:52,379 - mmdet - INFO - Epoch [137][850/1111] lr: 5.688e-03, eta: 1 day, 7:05:25, time: 0.616, data_time: 0.024, memory: 27319, loss_cls: 0.3309, loss_bbox: 1.0310, loss_obj: 0.3100, loss: 1.6719 2023-02-25 05:39:24,144 - mmdet - INFO - Epoch [137][900/1111] lr: 5.686e-03, eta: 1 day, 7:04:55, time: 0.635, data_time: 0.031, memory: 27319, loss_cls: 0.3341, loss_bbox: 1.0458, loss_obj: 0.3216, loss: 1.7014 2023-02-25 05:39:55,408 - mmdet - INFO - Epoch [137][950/1111] lr: 5.683e-03, eta: 1 day, 7:04:25, time: 0.625, data_time: 0.031, memory: 27319, loss_cls: 0.3254, loss_bbox: 1.0058, loss_obj: 0.3256, loss: 1.6568 2023-02-25 05:40:25,464 - mmdet - INFO - Epoch [137][1000/1111] lr: 5.681e-03, eta: 1 day, 7:03:53, time: 0.601, data_time: 0.032, memory: 27319, loss_cls: 0.3318, loss_bbox: 1.0382, loss_obj: 0.3177, loss: 1.6878 2023-02-25 05:40:53,137 - mmdet - INFO - Epoch [137][1050/1111] lr: 5.679e-03, eta: 1 day, 7:03:18, time: 0.553, data_time: 0.037, memory: 27319, loss_cls: 0.3376, loss_bbox: 1.0667, loss_obj: 0.3200, loss: 1.7243 2023-02-25 05:41:18,821 - mmdet - INFO - Epoch [137][1100/1111] lr: 5.676e-03, eta: 1 day, 7:02:41, time: 0.514, data_time: 0.023, memory: 27319, loss_cls: 0.3389, loss_bbox: 1.0716, loss_obj: 0.3189, loss: 1.7294 2023-02-25 05:42:15,838 - mmdet - INFO - Epoch [138][50/1111] lr: 5.673e-03, eta: 1 day, 7:02:19, time: 1.004, data_time: 0.274, memory: 27319, loss_cls: 0.3266, loss_bbox: 1.0116, loss_obj: 0.3135, loss: 1.6517 2023-02-25 05:42:48,929 - mmdet - INFO - Epoch [138][100/1111] lr: 5.671e-03, eta: 1 day, 7:01:50, time: 0.662, data_time: 0.024, memory: 27319, loss_cls: 0.3288, loss_bbox: 1.0190, loss_obj: 0.3174, loss: 1.6651 2023-02-25 05:43:18,082 - mmdet - INFO - Epoch [138][150/1111] lr: 5.669e-03, eta: 1 day, 7:01:17, time: 0.583, data_time: 0.035, memory: 27319, loss_cls: 0.3382, loss_bbox: 1.0703, loss_obj: 0.3269, loss: 1.7354 2023-02-25 05:43:45,509 - mmdet - INFO - Epoch [138][200/1111] lr: 5.666e-03, eta: 1 day, 7:00:43, time: 0.548, data_time: 0.028, memory: 27319, loss_cls: 0.3316, loss_bbox: 1.0337, loss_obj: 0.2964, loss: 1.6617 2023-02-25 05:44:16,664 - mmdet - INFO - Epoch [138][250/1111] lr: 5.664e-03, eta: 1 day, 7:00:12, time: 0.623, data_time: 0.028, memory: 27319, loss_cls: 0.3287, loss_bbox: 1.0286, loss_obj: 0.3193, loss: 1.6766 2023-02-25 05:44:47,770 - mmdet - INFO - Epoch [138][300/1111] lr: 5.661e-03, eta: 1 day, 6:59:41, time: 0.622, data_time: 0.028, memory: 27319, loss_cls: 0.3291, loss_bbox: 1.0238, loss_obj: 0.3217, loss: 1.6745 2023-02-25 05:45:19,592 - mmdet - INFO - Epoch [138][350/1111] lr: 5.659e-03, eta: 1 day, 6:59:12, time: 0.636, data_time: 0.027, memory: 27319, loss_cls: 0.3239, loss_bbox: 0.9966, loss_obj: 0.2949, loss: 1.6153 2023-02-25 05:45:46,903 - mmdet - INFO - Epoch [138][400/1111] lr: 5.657e-03, eta: 1 day, 6:58:37, time: 0.546, data_time: 0.034, memory: 27319, loss_cls: 0.3405, loss_bbox: 1.0772, loss_obj: 0.3213, loss: 1.7390 2023-02-25 05:46:17,396 - mmdet - INFO - Epoch [138][450/1111] lr: 5.654e-03, eta: 1 day, 6:58:05, time: 0.610, data_time: 0.032, memory: 27319, loss_cls: 0.3304, loss_bbox: 1.0305, loss_obj: 0.3031, loss: 1.6640 2023-02-25 05:46:49,268 - mmdet - INFO - Epoch [138][500/1111] lr: 5.652e-03, eta: 1 day, 6:57:36, time: 0.637, data_time: 0.034, memory: 27319, loss_cls: 0.3275, loss_bbox: 1.0172, loss_obj: 0.3075, loss: 1.6523 2023-02-25 05:47:20,954 - mmdet - INFO - Epoch [138][550/1111] lr: 5.650e-03, eta: 1 day, 6:57:06, time: 0.634, data_time: 0.029, memory: 27319, loss_cls: 0.3294, loss_bbox: 1.0245, loss_obj: 0.3174, loss: 1.6713 2023-02-25 05:47:46,462 - mmdet - INFO - Epoch [138][600/1111] lr: 5.647e-03, eta: 1 day, 6:56:29, time: 0.510, data_time: 0.036, memory: 27319, loss_cls: 0.3403, loss_bbox: 1.0785, loss_obj: 0.3242, loss: 1.7430 2023-02-25 05:48:16,959 - mmdet - INFO - Epoch [138][650/1111] lr: 5.645e-03, eta: 1 day, 6:55:57, time: 0.610, data_time: 0.031, memory: 27319, loss_cls: 0.3343, loss_bbox: 1.0482, loss_obj: 0.3179, loss: 1.7004 2023-02-25 05:48:45,660 - mmdet - INFO - Epoch [138][700/1111] lr: 5.642e-03, eta: 1 day, 6:55:24, time: 0.574, data_time: 0.029, memory: 27319, loss_cls: 0.3263, loss_bbox: 1.0107, loss_obj: 0.2989, loss: 1.6360 2023-02-25 05:49:15,251 - mmdet - INFO - Epoch [138][750/1111] lr: 5.640e-03, eta: 1 day, 6:54:52, time: 0.592, data_time: 0.027, memory: 27319, loss_cls: 0.3325, loss_bbox: 1.0379, loss_obj: 0.3124, loss: 1.6828 2023-02-25 05:49:45,798 - mmdet - INFO - Epoch [138][800/1111] lr: 5.638e-03, eta: 1 day, 6:54:20, time: 0.611, data_time: 0.029, memory: 27319, loss_cls: 0.3321, loss_bbox: 1.0426, loss_obj: 0.3155, loss: 1.6903 2023-02-25 05:50:17,553 - mmdet - INFO - Epoch [138][850/1111] lr: 5.635e-03, eta: 1 day, 6:53:51, time: 0.635, data_time: 0.034, memory: 27319, loss_cls: 0.3282, loss_bbox: 1.0197, loss_obj: 0.3164, loss: 1.6643 2023-02-25 05:50:46,790 - mmdet - INFO - Epoch [138][900/1111] lr: 5.633e-03, eta: 1 day, 6:53:18, time: 0.585, data_time: 0.028, memory: 27319, loss_cls: 0.3310, loss_bbox: 1.0318, loss_obj: 0.3158, loss: 1.6785 2023-02-25 05:51:16,688 - mmdet - INFO - Epoch [138][950/1111] lr: 5.630e-03, eta: 1 day, 6:52:46, time: 0.598, data_time: 0.030, memory: 27319, loss_cls: 0.3286, loss_bbox: 1.0174, loss_obj: 0.3091, loss: 1.6551 2023-02-25 05:51:48,737 - mmdet - INFO - Epoch [138][1000/1111] lr: 5.628e-03, eta: 1 day, 6:52:16, time: 0.641, data_time: 0.031, memory: 27319, loss_cls: 0.3263, loss_bbox: 1.0114, loss_obj: 0.3276, loss: 1.6653 2023-02-25 05:52:16,416 - mmdet - INFO - Epoch [138][1050/1111] lr: 5.626e-03, eta: 1 day, 6:51:42, time: 0.553, data_time: 0.031, memory: 27319, loss_cls: 0.3332, loss_bbox: 1.0489, loss_obj: 0.3220, loss: 1.7041 2023-02-25 05:52:44,125 - mmdet - INFO - Epoch [138][1100/1111] lr: 5.623e-03, eta: 1 day, 6:51:07, time: 0.555, data_time: 0.035, memory: 27319, loss_cls: 0.3358, loss_bbox: 1.0567, loss_obj: 0.3209, loss: 1.7134 2023-02-25 05:53:38,685 - mmdet - INFO - Epoch [139][50/1111] lr: 5.620e-03, eta: 1 day, 6:50:42, time: 0.957, data_time: 0.283, memory: 27319, loss_cls: 0.3320, loss_bbox: 1.0377, loss_obj: 0.3196, loss: 1.6893 2023-02-25 05:54:08,950 - mmdet - INFO - Epoch [139][100/1111] lr: 5.618e-03, eta: 1 day, 6:50:10, time: 0.605, data_time: 0.037, memory: 27319, loss_cls: 0.3290, loss_bbox: 1.0277, loss_obj: 0.3032, loss: 1.6598 2023-02-25 05:54:44,496 - mmdet - INFO - Epoch [139][150/1111] lr: 5.616e-03, eta: 1 day, 6:49:45, time: 0.711, data_time: 0.025, memory: 27319, loss_cls: 0.3315, loss_bbox: 1.0297, loss_obj: 0.3118, loss: 1.6730 2023-02-25 05:55:16,024 - mmdet - INFO - Epoch [139][200/1111] lr: 5.613e-03, eta: 1 day, 6:49:15, time: 0.631, data_time: 0.033, memory: 27319, loss_cls: 0.3324, loss_bbox: 1.0427, loss_obj: 0.3238, loss: 1.6989 2023-02-25 05:55:45,722 - mmdet - INFO - Epoch [139][250/1111] lr: 5.611e-03, eta: 1 day, 6:48:42, time: 0.594, data_time: 0.031, memory: 27319, loss_cls: 0.3314, loss_bbox: 1.0357, loss_obj: 0.3176, loss: 1.6847 2023-02-25 05:56:13,291 - mmdet - INFO - Epoch [139][300/1111] lr: 5.608e-03, eta: 1 day, 6:48:08, time: 0.551, data_time: 0.033, memory: 27319, loss_cls: 0.3352, loss_bbox: 1.0547, loss_obj: 0.3218, loss: 1.7117 2023-02-25 05:56:38,955 - mmdet - INFO - Epoch [139][350/1111] lr: 5.606e-03, eta: 1 day, 6:47:31, time: 0.513, data_time: 0.036, memory: 27319, loss_cls: 0.3373, loss_bbox: 1.0605, loss_obj: 0.3017, loss: 1.6995 2023-02-25 05:57:05,196 - mmdet - INFO - Epoch [139][400/1111] lr: 5.604e-03, eta: 1 day, 6:46:54, time: 0.525, data_time: 0.032, memory: 27319, loss_cls: 0.3301, loss_bbox: 1.0344, loss_obj: 0.3115, loss: 1.6760 2023-02-25 05:57:33,341 - mmdet - INFO - Epoch [139][450/1111] lr: 5.601e-03, eta: 1 day, 6:46:20, time: 0.563, data_time: 0.032, memory: 27319, loss_cls: 0.3323, loss_bbox: 1.0397, loss_obj: 0.3050, loss: 1.6771 2023-02-25 05:58:02,564 - mmdet - INFO - Epoch [139][500/1111] lr: 5.599e-03, eta: 1 day, 6:45:48, time: 0.584, data_time: 0.030, memory: 27319, loss_cls: 0.3325, loss_bbox: 1.0407, loss_obj: 0.3194, loss: 1.6926 2023-02-25 05:58:32,486 - mmdet - INFO - Epoch [139][550/1111] lr: 5.596e-03, eta: 1 day, 6:45:16, time: 0.598, data_time: 0.027, memory: 27319, loss_cls: 0.3322, loss_bbox: 1.0435, loss_obj: 0.3339, loss: 1.7096 2023-02-25 05:59:03,832 - mmdet - INFO - Epoch [139][600/1111] lr: 5.594e-03, eta: 1 day, 6:44:45, time: 0.627, data_time: 0.027, memory: 27319, loss_cls: 0.3301, loss_bbox: 1.0309, loss_obj: 0.3131, loss: 1.6741 2023-02-25 05:59:38,636 - mmdet - INFO - Epoch [139][650/1111] lr: 5.592e-03, eta: 1 day, 6:44:19, time: 0.696, data_time: 0.028, memory: 27319, loss_cls: 0.3225, loss_bbox: 0.9852, loss_obj: 0.3097, loss: 1.6174 2023-02-25 06:00:06,150 - mmdet - INFO - Epoch [139][700/1111] lr: 5.589e-03, eta: 1 day, 6:43:45, time: 0.550, data_time: 0.031, memory: 27319, loss_cls: 0.3342, loss_bbox: 1.0474, loss_obj: 0.3136, loss: 1.6952 2023-02-25 06:00:36,327 - mmdet - INFO - Epoch [139][750/1111] lr: 5.587e-03, eta: 1 day, 6:43:13, time: 0.604, data_time: 0.028, memory: 27319, loss_cls: 0.3228, loss_bbox: 0.9954, loss_obj: 0.3019, loss: 1.6202 2023-02-25 06:01:08,147 - mmdet - INFO - Epoch [139][800/1111] lr: 5.584e-03, eta: 1 day, 6:42:43, time: 0.636, data_time: 0.029, memory: 27319, loss_cls: 0.3309, loss_bbox: 1.0345, loss_obj: 0.3276, loss: 1.6930 2023-02-25 06:01:39,703 - mmdet - INFO - Epoch [139][850/1111] lr: 5.582e-03, eta: 1 day, 6:42:13, time: 0.631, data_time: 0.028, memory: 27319, loss_cls: 0.3268, loss_bbox: 1.0164, loss_obj: 0.3119, loss: 1.6550 2023-02-25 06:02:10,817 - mmdet - INFO - Epoch [139][900/1111] lr: 5.580e-03, eta: 1 day, 6:41:43, time: 0.622, data_time: 0.027, memory: 27319, loss_cls: 0.3284, loss_bbox: 1.0247, loss_obj: 0.3203, loss: 1.6735 2023-02-25 06:02:41,574 - mmdet - INFO - Epoch [139][950/1111] lr: 5.577e-03, eta: 1 day, 6:41:12, time: 0.615, data_time: 0.029, memory: 27319, loss_cls: 0.3265, loss_bbox: 1.0174, loss_obj: 0.3212, loss: 1.6651 2023-02-25 06:03:09,434 - mmdet - INFO - Epoch [139][1000/1111] lr: 5.575e-03, eta: 1 day, 6:40:37, time: 0.557, data_time: 0.038, memory: 27319, loss_cls: 0.3334, loss_bbox: 1.0426, loss_obj: 0.3012, loss: 1.6772 2023-02-25 06:03:43,456 - mmdet - INFO - Epoch [139][1050/1111] lr: 5.572e-03, eta: 1 day, 6:40:10, time: 0.681, data_time: 0.024, memory: 27319, loss_cls: 0.3255, loss_bbox: 1.0030, loss_obj: 0.3211, loss: 1.6497 2023-02-25 06:04:16,919 - mmdet - INFO - Epoch [139][1100/1111] lr: 5.570e-03, eta: 1 day, 6:39:42, time: 0.669, data_time: 0.030, memory: 27319, loss_cls: 0.3258, loss_bbox: 1.0094, loss_obj: 0.3201, loss: 1.6553 2023-02-25 06:05:12,100 - mmdet - INFO - Epoch [140][50/1111] lr: 5.567e-03, eta: 1 day, 6:39:15, time: 0.937, data_time: 0.279, memory: 27319, loss_cls: 0.3299, loss_bbox: 1.0310, loss_obj: 0.3187, loss: 1.6795 2023-02-25 06:05:38,681 - mmdet - INFO - Epoch [140][100/1111] lr: 5.565e-03, eta: 1 day, 6:38:39, time: 0.530, data_time: 0.036, memory: 27319, loss_cls: 0.3299, loss_bbox: 1.0300, loss_obj: 0.3126, loss: 1.6726 2023-02-25 06:06:11,297 - mmdet - INFO - Epoch [140][150/1111] lr: 5.562e-03, eta: 1 day, 6:38:11, time: 0.653, data_time: 0.026, memory: 27319, loss_cls: 0.3276, loss_bbox: 1.0130, loss_obj: 0.3068, loss: 1.6473 2023-02-25 06:06:42,633 - mmdet - INFO - Epoch [140][200/1111] lr: 5.560e-03, eta: 1 day, 6:37:40, time: 0.627, data_time: 0.027, memory: 27319, loss_cls: 0.3285, loss_bbox: 1.0182, loss_obj: 0.3009, loss: 1.6475 2023-02-25 06:07:12,731 - mmdet - INFO - Epoch [140][250/1111] lr: 5.558e-03, eta: 1 day, 6:37:09, time: 0.602, data_time: 0.031, memory: 27319, loss_cls: 0.3282, loss_bbox: 1.0173, loss_obj: 0.3132, loss: 1.6587 2023-02-25 06:07:46,158 - mmdet - INFO - Epoch [140][300/1111] lr: 5.555e-03, eta: 1 day, 6:36:41, time: 0.669, data_time: 0.025, memory: 27319, loss_cls: 0.3283, loss_bbox: 1.0194, loss_obj: 0.3097, loss: 1.6574 2023-02-25 06:08:17,393 - mmdet - INFO - Epoch [140][350/1111] lr: 5.553e-03, eta: 1 day, 6:36:10, time: 0.625, data_time: 0.028, memory: 27319, loss_cls: 0.3269, loss_bbox: 1.0163, loss_obj: 0.3085, loss: 1.6516 2023-02-25 06:08:49,881 - mmdet - INFO - Epoch [140][400/1111] lr: 5.550e-03, eta: 1 day, 6:35:41, time: 0.650, data_time: 0.030, memory: 27319, loss_cls: 0.3268, loss_bbox: 1.0157, loss_obj: 0.3144, loss: 1.6569 2023-02-25 06:09:21,390 - mmdet - INFO - Epoch [140][450/1111] lr: 5.548e-03, eta: 1 day, 6:35:11, time: 0.630, data_time: 0.026, memory: 27319, loss_cls: 0.3242, loss_bbox: 1.0017, loss_obj: 0.3077, loss: 1.6336 2023-02-25 06:09:50,579 - mmdet - INFO - Epoch [140][500/1111] lr: 5.546e-03, eta: 1 day, 6:34:38, time: 0.583, data_time: 0.032, memory: 27319, loss_cls: 0.3294, loss_bbox: 1.0285, loss_obj: 0.3088, loss: 1.6667 2023-02-25 06:10:22,250 - mmdet - INFO - Epoch [140][550/1111] lr: 5.543e-03, eta: 1 day, 6:34:09, time: 0.634, data_time: 0.031, memory: 27319, loss_cls: 0.3255, loss_bbox: 1.0067, loss_obj: 0.3191, loss: 1.6513 2023-02-25 06:10:53,602 - mmdet - INFO - Epoch [140][600/1111] lr: 5.541e-03, eta: 1 day, 6:33:38, time: 0.627, data_time: 0.029, memory: 27319, loss_cls: 0.3309, loss_bbox: 1.0334, loss_obj: 0.3189, loss: 1.6832 2023-02-25 06:11:21,650 - mmdet - INFO - Epoch [140][650/1111] lr: 5.538e-03, eta: 1 day, 6:33:04, time: 0.561, data_time: 0.034, memory: 27319, loss_cls: 0.3316, loss_bbox: 1.0361, loss_obj: 0.3161, loss: 1.6838 2023-02-25 06:11:54,167 - mmdet - INFO - Epoch [140][700/1111] lr: 5.536e-03, eta: 1 day, 6:32:35, time: 0.650, data_time: 0.028, memory: 27319, loss_cls: 0.3256, loss_bbox: 1.0025, loss_obj: 0.3083, loss: 1.6364 2023-02-25 06:12:23,048 - mmdet - INFO - Epoch [140][750/1111] lr: 5.534e-03, eta: 1 day, 6:32:02, time: 0.578, data_time: 0.030, memory: 27319, loss_cls: 0.3319, loss_bbox: 1.0407, loss_obj: 0.3104, loss: 1.6830 2023-02-25 06:12:53,922 - mmdet - INFO - Epoch [140][800/1111] lr: 5.531e-03, eta: 1 day, 6:31:31, time: 0.617, data_time: 0.031, memory: 27319, loss_cls: 0.3244, loss_bbox: 1.0025, loss_obj: 0.2978, loss: 1.6248 2023-02-25 06:13:28,210 - mmdet - INFO - Epoch [140][850/1111] lr: 5.529e-03, eta: 1 day, 6:31:04, time: 0.686, data_time: 0.023, memory: 27319, loss_cls: 0.3269, loss_bbox: 1.0153, loss_obj: 0.3170, loss: 1.6592 2023-02-25 06:14:00,962 - mmdet - INFO - Epoch [140][900/1111] lr: 5.526e-03, eta: 1 day, 6:30:36, time: 0.655, data_time: 0.027, memory: 27319, loss_cls: 0.3253, loss_bbox: 0.9990, loss_obj: 0.3020, loss: 1.6263 2023-02-25 06:14:31,504 - mmdet - INFO - Epoch [140][950/1111] lr: 5.524e-03, eta: 1 day, 6:30:04, time: 0.611, data_time: 0.028, memory: 27319, loss_cls: 0.3290, loss_bbox: 1.0196, loss_obj: 0.3166, loss: 1.6652 2023-02-25 06:15:04,192 - mmdet - INFO - Epoch [140][1000/1111] lr: 5.522e-03, eta: 1 day, 6:29:36, time: 0.654, data_time: 0.027, memory: 27319, loss_cls: 0.3268, loss_bbox: 1.0097, loss_obj: 0.3063, loss: 1.6428 2023-02-25 06:15:36,444 - mmdet - INFO - Epoch [140][1050/1111] lr: 5.519e-03, eta: 1 day, 6:29:06, time: 0.645, data_time: 0.029, memory: 27319, loss_cls: 0.3245, loss_bbox: 1.0030, loss_obj: 0.3006, loss: 1.6280 2023-02-25 06:16:04,407 - mmdet - INFO - Epoch [140][1100/1111] lr: 5.517e-03, eta: 1 day, 6:28:32, time: 0.559, data_time: 0.024, memory: 27319, loss_cls: 0.3311, loss_bbox: 1.0353, loss_obj: 0.3163, loss: 1.6827 2023-02-25 06:16:09,820 - mmdet - INFO - Saving checkpoint at 140 epochs 2023-02-25 06:18:53,768 - mmdet - INFO - Evaluating bbox... 2023-02-25 06:19:09,760 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.887 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.967 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.931 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.056 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.777 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.938 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.909 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.909 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.909 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.228 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.838 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.952 2023-02-25 06:19:09,990 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_120.pth was removed 2023-02-25 06:19:12,647 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_140.pth. 2023-02-25 06:19:12,648 - mmdet - INFO - Best bbox_mAP is 0.8871 at 140 epoch. 2023-02-25 06:19:12,648 - mmdet - INFO - Exp name: yolox_x.py 2023-02-25 06:19:12,648 - mmdet - INFO - Epoch(val) [140][4200] bbox_mAP: 0.8871, bbox_mAP_50: 0.9672, bbox_mAP_75: 0.9309, bbox_mAP_s: 0.0560, bbox_mAP_m: 0.7765, bbox_mAP_l: 0.9383, bbox_mAP_copypaste: 0.8871 0.9672 0.9309 0.0560 0.7765 0.9383 2023-02-25 06:19:51,198 - mmdet - INFO - Epoch [141][50/1111] lr: 5.514e-03, eta: 1 day, 6:27:56, time: 0.770, data_time: 0.160, memory: 27319, loss_cls: 0.3276, loss_bbox: 1.0132, loss_obj: 0.3198, loss: 1.6606 2023-02-25 06:20:24,432 - mmdet - INFO - Epoch [141][100/1111] lr: 5.512e-03, eta: 1 day, 6:27:27, time: 0.665, data_time: 0.027, memory: 27319, loss_cls: 0.3198, loss_bbox: 0.9823, loss_obj: 0.2985, loss: 1.6006 2023-02-25 06:20:55,672 - mmdet - INFO - Epoch [141][150/1111] lr: 5.509e-03, eta: 1 day, 6:26:57, time: 0.625, data_time: 0.026, memory: 27319, loss_cls: 0.3275, loss_bbox: 1.0153, loss_obj: 0.3181, loss: 1.6610 2023-02-25 06:21:27,721 - mmdet - INFO - Epoch [141][200/1111] lr: 5.507e-03, eta: 1 day, 6:26:27, time: 0.641, data_time: 0.027, memory: 27319, loss_cls: 0.3272, loss_bbox: 1.0181, loss_obj: 0.3125, loss: 1.6578 2023-02-25 06:21:59,247 - mmdet - INFO - Epoch [141][250/1111] lr: 5.504e-03, eta: 1 day, 6:25:57, time: 0.630, data_time: 0.033, memory: 27319, loss_cls: 0.3228, loss_bbox: 0.9983, loss_obj: 0.3039, loss: 1.6250 2023-02-25 06:22:28,901 - mmdet - INFO - Epoch [141][300/1111] lr: 5.502e-03, eta: 1 day, 6:25:25, time: 0.593, data_time: 0.030, memory: 27319, loss_cls: 0.3286, loss_bbox: 1.0197, loss_obj: 0.3172, loss: 1.6655 2023-02-25 06:22:59,766 - mmdet - INFO - Epoch [141][350/1111] lr: 5.500e-03, eta: 1 day, 6:24:54, time: 0.617, data_time: 0.028, memory: 27319, loss_cls: 0.3289, loss_bbox: 1.0216, loss_obj: 0.3176, loss: 1.6681 2023-02-25 06:23:33,666 - mmdet - INFO - Epoch [141][400/1111] lr: 5.497e-03, eta: 1 day, 6:24:27, time: 0.678, data_time: 0.025, memory: 27319, loss_cls: 0.3245, loss_bbox: 1.0019, loss_obj: 0.3030, loss: 1.6293 2023-02-25 06:24:04,827 - mmdet - INFO - Epoch [141][450/1111] lr: 5.495e-03, eta: 1 day, 6:23:56, time: 0.623, data_time: 0.031, memory: 27319, loss_cls: 0.3274, loss_bbox: 1.0181, loss_obj: 0.3061, loss: 1.6516 2023-02-25 06:24:36,524 - mmdet - INFO - Epoch [141][500/1111] lr: 5.492e-03, eta: 1 day, 6:23:26, time: 0.634, data_time: 0.029, memory: 27319, loss_cls: 0.3276, loss_bbox: 1.0151, loss_obj: 0.3088, loss: 1.6516 2023-02-25 06:25:05,569 - mmdet - INFO - Epoch [141][550/1111] lr: 5.490e-03, eta: 1 day, 6:22:54, time: 0.580, data_time: 0.029, memory: 27319, loss_cls: 0.3207, loss_bbox: 0.9871, loss_obj: 0.2983, loss: 1.6062 2023-02-25 06:25:36,708 - mmdet - INFO - Epoch [141][600/1111] lr: 5.488e-03, eta: 1 day, 6:22:23, time: 0.623, data_time: 0.030, memory: 27319, loss_cls: 0.3228, loss_bbox: 0.9961, loss_obj: 0.3059, loss: 1.6247 2023-02-25 06:26:12,798 - mmdet - INFO - Epoch [141][650/1111] lr: 5.485e-03, eta: 1 day, 6:21:58, time: 0.722, data_time: 0.028, memory: 27319, loss_cls: 0.3220, loss_bbox: 0.9865, loss_obj: 0.3027, loss: 1.6113 2023-02-25 06:26:45,949 - mmdet - INFO - Epoch [141][700/1111] lr: 5.483e-03, eta: 1 day, 6:21:30, time: 0.663, data_time: 0.029, memory: 27319, loss_cls: 0.3241, loss_bbox: 1.0029, loss_obj: 0.3056, loss: 1.6327 2023-02-25 06:27:14,471 - mmdet - INFO - Epoch [141][750/1111] lr: 5.480e-03, eta: 1 day, 6:20:56, time: 0.571, data_time: 0.030, memory: 27319, loss_cls: 0.3279, loss_bbox: 1.0214, loss_obj: 0.3072, loss: 1.6565 2023-02-25 06:27:45,191 - mmdet - INFO - Epoch [141][800/1111] lr: 5.478e-03, eta: 1 day, 6:20:25, time: 0.614, data_time: 0.031, memory: 27319, loss_cls: 0.3263, loss_bbox: 1.0144, loss_obj: 0.3106, loss: 1.6513 2023-02-25 06:28:18,642 - mmdet - INFO - Epoch [141][850/1111] lr: 5.476e-03, eta: 1 day, 6:19:57, time: 0.669, data_time: 0.025, memory: 27319, loss_cls: 0.3262, loss_bbox: 1.0097, loss_obj: 0.3052, loss: 1.6412 2023-02-25 06:28:48,496 - mmdet - INFO - Epoch [141][900/1111] lr: 5.473e-03, eta: 1 day, 6:19:25, time: 0.597, data_time: 0.027, memory: 27319, loss_cls: 0.3265, loss_bbox: 1.0116, loss_obj: 0.3048, loss: 1.6429 2023-02-25 06:29:16,268 - mmdet - INFO - Epoch [141][950/1111] lr: 5.471e-03, eta: 1 day, 6:18:51, time: 0.555, data_time: 0.034, memory: 27319, loss_cls: 0.3368, loss_bbox: 1.0628, loss_obj: 0.3224, loss: 1.7220 2023-02-25 06:29:44,913 - mmdet - INFO - Epoch [141][1000/1111] lr: 5.468e-03, eta: 1 day, 6:18:18, time: 0.573, data_time: 0.029, memory: 27319, loss_cls: 0.3234, loss_bbox: 1.0034, loss_obj: 0.3094, loss: 1.6361 2023-02-25 06:30:18,193 - mmdet - INFO - Epoch [141][1050/1111] lr: 5.466e-03, eta: 1 day, 6:17:49, time: 0.666, data_time: 0.032, memory: 27319, loss_cls: 0.3281, loss_bbox: 1.0193, loss_obj: 0.3215, loss: 1.6689 2023-02-25 06:30:48,254 - mmdet - INFO - Epoch [141][1100/1111] lr: 5.464e-03, eta: 1 day, 6:17:18, time: 0.601, data_time: 0.022, memory: 27319, loss_cls: 0.3254, loss_bbox: 1.0068, loss_obj: 0.3026, loss: 1.6348 2023-02-25 06:31:42,033 - mmdet - INFO - Epoch [142][50/1111] lr: 5.461e-03, eta: 1 day, 6:16:53, time: 0.990, data_time: 0.295, memory: 27319, loss_cls: 0.3258, loss_bbox: 1.0059, loss_obj: 0.3094, loss: 1.6411 2023-02-25 06:32:09,377 - mmdet - INFO - Epoch [142][100/1111] lr: 5.458e-03, eta: 1 day, 6:16:19, time: 0.547, data_time: 0.037, memory: 27319, loss_cls: 0.3275, loss_bbox: 1.0201, loss_obj: 0.3107, loss: 1.6582 2023-02-25 06:32:40,528 - mmdet - INFO - Epoch [142][150/1111] lr: 5.456e-03, eta: 1 day, 6:15:48, time: 0.623, data_time: 0.028, memory: 27319, loss_cls: 0.3301, loss_bbox: 1.0362, loss_obj: 0.3147, loss: 1.6811 2023-02-25 06:33:14,648 - mmdet - INFO - Epoch [142][200/1111] lr: 5.454e-03, eta: 1 day, 6:15:21, time: 0.683, data_time: 0.027, memory: 27319, loss_cls: 0.3242, loss_bbox: 1.0009, loss_obj: 0.3117, loss: 1.6368 2023-02-25 06:33:43,307 - mmdet - INFO - Epoch [142][250/1111] lr: 5.451e-03, eta: 1 day, 6:14:47, time: 0.573, data_time: 0.029, memory: 27319, loss_cls: 0.3310, loss_bbox: 1.0398, loss_obj: 0.3161, loss: 1.6869 2023-02-25 06:34:21,529 - mmdet - INFO - Epoch [142][300/1111] lr: 5.449e-03, eta: 1 day, 6:14:25, time: 0.764, data_time: 0.026, memory: 27319, loss_cls: 0.3220, loss_bbox: 0.9908, loss_obj: 0.2982, loss: 1.6110 2023-02-25 06:34:53,217 - mmdet - INFO - Epoch [142][350/1111] lr: 5.446e-03, eta: 1 day, 6:13:55, time: 0.634, data_time: 0.032, memory: 27319, loss_cls: 0.3267, loss_bbox: 1.0211, loss_obj: 0.3045, loss: 1.6523 2023-02-25 06:35:21,269 - mmdet - INFO - Epoch [142][400/1111] lr: 5.444e-03, eta: 1 day, 6:13:21, time: 0.561, data_time: 0.026, memory: 27319, loss_cls: 0.3286, loss_bbox: 1.0268, loss_obj: 0.3164, loss: 1.6717 2023-02-25 06:35:51,144 - mmdet - INFO - Epoch [142][450/1111] lr: 5.442e-03, eta: 1 day, 6:12:49, time: 0.597, data_time: 0.037, memory: 27319, loss_cls: 0.3338, loss_bbox: 1.0471, loss_obj: 0.3147, loss: 1.6956 2023-02-25 06:36:19,823 - mmdet - INFO - Epoch [142][500/1111] lr: 5.439e-03, eta: 1 day, 6:12:16, time: 0.574, data_time: 0.028, memory: 27319, loss_cls: 0.3342, loss_bbox: 1.0532, loss_obj: 0.3169, loss: 1.7043 2023-02-25 06:36:50,775 - mmdet - INFO - Epoch [142][550/1111] lr: 5.437e-03, eta: 1 day, 6:11:45, time: 0.619, data_time: 0.030, memory: 27319, loss_cls: 0.3252, loss_bbox: 1.0083, loss_obj: 0.3089, loss: 1.6424 2023-02-25 06:37:17,774 - mmdet - INFO - Epoch [142][600/1111] lr: 5.434e-03, eta: 1 day, 6:11:10, time: 0.540, data_time: 0.030, memory: 27319, loss_cls: 0.3313, loss_bbox: 1.0340, loss_obj: 0.3126, loss: 1.6780 2023-02-25 06:37:49,910 - mmdet - INFO - Epoch [142][650/1111] lr: 5.432e-03, eta: 1 day, 6:10:40, time: 0.642, data_time: 0.047, memory: 27319, loss_cls: 0.3257, loss_bbox: 1.0087, loss_obj: 0.3127, loss: 1.6472 2023-02-25 06:38:19,833 - mmdet - INFO - Epoch [142][700/1111] lr: 5.430e-03, eta: 1 day, 6:10:08, time: 0.599, data_time: 0.028, memory: 27319, loss_cls: 0.3297, loss_bbox: 1.0238, loss_obj: 0.3170, loss: 1.6706 2023-02-25 06:38:48,024 - mmdet - INFO - Epoch [142][750/1111] lr: 5.427e-03, eta: 1 day, 6:09:34, time: 0.564, data_time: 0.031, memory: 27319, loss_cls: 0.3318, loss_bbox: 1.0396, loss_obj: 0.3144, loss: 1.6858 2023-02-25 06:39:19,454 - mmdet - INFO - Epoch [142][800/1111] lr: 5.425e-03, eta: 1 day, 6:09:04, time: 0.629, data_time: 0.029, memory: 27319, loss_cls: 0.3290, loss_bbox: 1.0237, loss_obj: 0.3141, loss: 1.6668 2023-02-25 06:39:48,711 - mmdet - INFO - Epoch [142][850/1111] lr: 5.422e-03, eta: 1 day, 6:08:32, time: 0.585, data_time: 0.037, memory: 27319, loss_cls: 0.3348, loss_bbox: 1.0484, loss_obj: 0.3135, loss: 1.6967 2023-02-25 06:40:18,860 - mmdet - INFO - Epoch [142][900/1111] lr: 5.420e-03, eta: 1 day, 6:08:00, time: 0.603, data_time: 0.026, memory: 27319, loss_cls: 0.3246, loss_bbox: 1.0110, loss_obj: 0.3084, loss: 1.6440 2023-02-25 06:40:48,033 - mmdet - INFO - Epoch [142][950/1111] lr: 5.418e-03, eta: 1 day, 6:07:27, time: 0.584, data_time: 0.032, memory: 27319, loss_cls: 0.3220, loss_bbox: 0.9935, loss_obj: 0.2980, loss: 1.6134 2023-02-25 06:41:21,495 - mmdet - INFO - Epoch [142][1000/1111] lr: 5.415e-03, eta: 1 day, 6:06:59, time: 0.669, data_time: 0.028, memory: 27319, loss_cls: 0.3207, loss_bbox: 0.9880, loss_obj: 0.3059, loss: 1.6145 2023-02-25 06:41:49,930 - mmdet - INFO - Epoch [142][1050/1111] lr: 5.413e-03, eta: 1 day, 6:06:26, time: 0.569, data_time: 0.028, memory: 27319, loss_cls: 0.3269, loss_bbox: 1.0132, loss_obj: 0.3027, loss: 1.6428 2023-02-25 06:42:19,241 - mmdet - INFO - Epoch [142][1100/1111] lr: 5.410e-03, eta: 1 day, 6:05:53, time: 0.586, data_time: 0.028, memory: 27319, loss_cls: 0.3218, loss_bbox: 0.9965, loss_obj: 0.3105, loss: 1.6288 2023-02-25 06:43:12,139 - mmdet - INFO - Epoch [143][50/1111] lr: 5.407e-03, eta: 1 day, 6:05:26, time: 0.940, data_time: 0.295, memory: 27319, loss_cls: 0.3315, loss_bbox: 1.0419, loss_obj: 0.3149, loss: 1.6882 2023-02-25 06:43:43,934 - mmdet - INFO - Epoch [143][100/1111] lr: 5.405e-03, eta: 1 day, 6:04:56, time: 0.636, data_time: 0.027, memory: 27319, loss_cls: 0.3243, loss_bbox: 1.0007, loss_obj: 0.2972, loss: 1.6222 2023-02-25 06:44:17,068 - mmdet - INFO - Epoch [143][150/1111] lr: 5.403e-03, eta: 1 day, 6:04:28, time: 0.662, data_time: 0.028, memory: 27319, loss_cls: 0.3170, loss_bbox: 0.9699, loss_obj: 0.2857, loss: 1.5726 2023-02-25 06:44:49,861 - mmdet - INFO - Epoch [143][200/1111] lr: 5.400e-03, eta: 1 day, 6:03:59, time: 0.656, data_time: 0.025, memory: 27319, loss_cls: 0.3240, loss_bbox: 0.9938, loss_obj: 0.2927, loss: 1.6104 2023-02-25 06:45:19,322 - mmdet - INFO - Epoch [143][250/1111] lr: 5.398e-03, eta: 1 day, 6:03:26, time: 0.589, data_time: 0.032, memory: 27319, loss_cls: 0.3282, loss_bbox: 1.0232, loss_obj: 0.3097, loss: 1.6610 2023-02-25 06:45:46,704 - mmdet - INFO - Epoch [143][300/1111] lr: 5.395e-03, eta: 1 day, 6:02:52, time: 0.548, data_time: 0.032, memory: 27319, loss_cls: 0.3342, loss_bbox: 1.0593, loss_obj: 0.3206, loss: 1.7141 2023-02-25 06:46:20,471 - mmdet - INFO - Epoch [143][350/1111] lr: 5.393e-03, eta: 1 day, 6:02:24, time: 0.675, data_time: 0.031, memory: 27319, loss_cls: 0.3200, loss_bbox: 0.9814, loss_obj: 0.2980, loss: 1.5994 2023-02-25 06:46:52,524 - mmdet - INFO - Epoch [143][400/1111] lr: 5.391e-03, eta: 1 day, 6:01:54, time: 0.641, data_time: 0.035, memory: 27319, loss_cls: 0.3254, loss_bbox: 1.0094, loss_obj: 0.2978, loss: 1.6327 2023-02-25 06:47:22,485 - mmdet - INFO - Epoch [143][450/1111] lr: 5.388e-03, eta: 1 day, 6:01:23, time: 0.599, data_time: 0.026, memory: 27319, loss_cls: 0.3302, loss_bbox: 1.0366, loss_obj: 0.3159, loss: 1.6826 2023-02-25 06:47:56,267 - mmdet - INFO - Epoch [143][500/1111] lr: 5.386e-03, eta: 1 day, 6:00:55, time: 0.676, data_time: 0.027, memory: 27319, loss_cls: 0.3237, loss_bbox: 0.9999, loss_obj: 0.3117, loss: 1.6353 2023-02-25 06:48:26,466 - mmdet - INFO - Epoch [143][550/1111] lr: 5.383e-03, eta: 1 day, 6:00:23, time: 0.604, data_time: 0.028, memory: 27319, loss_cls: 0.3248, loss_bbox: 1.0073, loss_obj: 0.3047, loss: 1.6368 2023-02-25 06:48:59,395 - mmdet - INFO - Epoch [143][600/1111] lr: 5.381e-03, eta: 1 day, 5:59:55, time: 0.658, data_time: 0.033, memory: 27319, loss_cls: 0.3224, loss_bbox: 0.9917, loss_obj: 0.3042, loss: 1.6184 2023-02-25 06:49:34,145 - mmdet - INFO - Epoch [143][650/1111] lr: 5.379e-03, eta: 1 day, 5:59:28, time: 0.695, data_time: 0.025, memory: 27319, loss_cls: 0.3249, loss_bbox: 0.9994, loss_obj: 0.3158, loss: 1.6401 2023-02-25 06:50:01,393 - mmdet - INFO - Epoch [143][700/1111] lr: 5.376e-03, eta: 1 day, 5:58:53, time: 0.545, data_time: 0.042, memory: 27319, loss_cls: 0.3346, loss_bbox: 1.0569, loss_obj: 0.3332, loss: 1.7246 2023-02-25 06:50:35,181 - mmdet - INFO - Epoch [143][750/1111] lr: 5.374e-03, eta: 1 day, 5:58:26, time: 0.676, data_time: 0.026, memory: 27319, loss_cls: 0.3214, loss_bbox: 0.9892, loss_obj: 0.3095, loss: 1.6201 2023-02-25 06:51:06,446 - mmdet - INFO - Epoch [143][800/1111] lr: 5.371e-03, eta: 1 day, 5:57:55, time: 0.625, data_time: 0.030, memory: 27319, loss_cls: 0.3281, loss_bbox: 1.0189, loss_obj: 0.3051, loss: 1.6521 2023-02-25 06:51:34,601 - mmdet - INFO - Epoch [143][850/1111] lr: 5.369e-03, eta: 1 day, 5:57:21, time: 0.563, data_time: 0.034, memory: 27319, loss_cls: 0.3317, loss_bbox: 1.0392, loss_obj: 0.3177, loss: 1.6886 2023-02-25 06:52:01,040 - mmdet - INFO - Epoch [143][900/1111] lr: 5.367e-03, eta: 1 day, 5:56:46, time: 0.529, data_time: 0.033, memory: 27319, loss_cls: 0.3317, loss_bbox: 1.0441, loss_obj: 0.3168, loss: 1.6926 2023-02-25 06:52:30,068 - mmdet - INFO - Epoch [143][950/1111] lr: 5.364e-03, eta: 1 day, 5:56:13, time: 0.581, data_time: 0.036, memory: 27319, loss_cls: 0.3282, loss_bbox: 1.0255, loss_obj: 0.3120, loss: 1.6657 2023-02-25 06:53:00,569 - mmdet - INFO - Epoch [143][1000/1111] lr: 5.362e-03, eta: 1 day, 5:55:42, time: 0.610, data_time: 0.028, memory: 27319, loss_cls: 0.3312, loss_bbox: 1.0402, loss_obj: 0.3181, loss: 1.6895 2023-02-25 06:53:35,449 - mmdet - INFO - Epoch [143][1050/1111] lr: 5.360e-03, eta: 1 day, 5:55:15, time: 0.698, data_time: 0.025, memory: 27319, loss_cls: 0.3223, loss_bbox: 0.9887, loss_obj: 0.3072, loss: 1.6181 2023-02-25 06:54:08,449 - mmdet - INFO - Epoch [143][1100/1111] lr: 5.357e-03, eta: 1 day, 5:54:47, time: 0.660, data_time: 0.023, memory: 27319, loss_cls: 0.3173, loss_bbox: 0.9666, loss_obj: 0.2986, loss: 1.5825 2023-02-25 06:55:02,842 - mmdet - INFO - Epoch [144][50/1111] lr: 5.354e-03, eta: 1 day, 5:54:19, time: 0.945, data_time: 0.284, memory: 27319, loss_cls: 0.3245, loss_bbox: 1.0078, loss_obj: 0.2983, loss: 1.6306 2023-02-25 06:55:31,259 - mmdet - INFO - Epoch [144][100/1111] lr: 5.352e-03, eta: 1 day, 5:53:46, time: 0.568, data_time: 0.034, memory: 27319, loss_cls: 0.3293, loss_bbox: 1.0296, loss_obj: 0.3122, loss: 1.6711 2023-02-25 06:56:04,183 - mmdet - INFO - Epoch [144][150/1111] lr: 5.349e-03, eta: 1 day, 5:53:17, time: 0.658, data_time: 0.028, memory: 27319, loss_cls: 0.3203, loss_bbox: 0.9812, loss_obj: 0.3005, loss: 1.6019 2023-02-25 06:56:32,670 - mmdet - INFO - Epoch [144][200/1111] lr: 5.347e-03, eta: 1 day, 5:52:44, time: 0.570, data_time: 0.028, memory: 27319, loss_cls: 0.3316, loss_bbox: 1.0371, loss_obj: 0.3199, loss: 1.6886 2023-02-25 06:57:02,758 - mmdet - INFO - Epoch [144][250/1111] lr: 5.345e-03, eta: 1 day, 5:52:12, time: 0.602, data_time: 0.033, memory: 27319, loss_cls: 0.3253, loss_bbox: 1.0082, loss_obj: 0.3028, loss: 1.6363 2023-02-25 06:57:34,974 - mmdet - INFO - Epoch [144][300/1111] lr: 5.342e-03, eta: 1 day, 5:51:43, time: 0.644, data_time: 0.030, memory: 27319, loss_cls: 0.3291, loss_bbox: 1.0233, loss_obj: 0.3117, loss: 1.6641 2023-02-25 06:58:09,240 - mmdet - INFO - Epoch [144][350/1111] lr: 5.340e-03, eta: 1 day, 5:51:15, time: 0.685, data_time: 0.027, memory: 27319, loss_cls: 0.3225, loss_bbox: 0.9922, loss_obj: 0.3101, loss: 1.6249 2023-02-25 06:58:38,328 - mmdet - INFO - Epoch [144][400/1111] lr: 5.337e-03, eta: 1 day, 5:50:43, time: 0.582, data_time: 0.030, memory: 27319, loss_cls: 0.3264, loss_bbox: 1.0098, loss_obj: 0.3029, loss: 1.6392 2023-02-25 06:59:12,384 - mmdet - INFO - Epoch [144][450/1111] lr: 5.335e-03, eta: 1 day, 5:50:15, time: 0.681, data_time: 0.026, memory: 27319, loss_cls: 0.3221, loss_bbox: 0.9892, loss_obj: 0.3038, loss: 1.6151 2023-02-25 06:59:42,871 - mmdet - INFO - Epoch [144][500/1111] lr: 5.333e-03, eta: 1 day, 5:49:44, time: 0.610, data_time: 0.033, memory: 27319, loss_cls: 0.3283, loss_bbox: 1.0205, loss_obj: 0.2994, loss: 1.6482 2023-02-25 07:00:12,910 - mmdet - INFO - Epoch [144][550/1111] lr: 5.330e-03, eta: 1 day, 5:49:12, time: 0.601, data_time: 0.027, memory: 27319, loss_cls: 0.3265, loss_bbox: 1.0137, loss_obj: 0.3137, loss: 1.6540 2023-02-25 07:00:44,897 - mmdet - INFO - Epoch [144][600/1111] lr: 5.328e-03, eta: 1 day, 5:48:43, time: 0.640, data_time: 0.030, memory: 27319, loss_cls: 0.3239, loss_bbox: 1.0001, loss_obj: 0.3070, loss: 1.6310 2023-02-25 07:01:13,448 - mmdet - INFO - Epoch [144][650/1111] lr: 5.325e-03, eta: 1 day, 5:48:09, time: 0.571, data_time: 0.032, memory: 27319, loss_cls: 0.3302, loss_bbox: 1.0283, loss_obj: 0.3037, loss: 1.6622 2023-02-25 07:01:43,048 - mmdet - INFO - Epoch [144][700/1111] lr: 5.323e-03, eta: 1 day, 5:47:37, time: 0.592, data_time: 0.030, memory: 27319, loss_cls: 0.3229, loss_bbox: 0.9984, loss_obj: 0.3013, loss: 1.6226 2023-02-25 07:02:10,570 - mmdet - INFO - Epoch [144][750/1111] lr: 5.321e-03, eta: 1 day, 5:47:02, time: 0.550, data_time: 0.031, memory: 27319, loss_cls: 0.3320, loss_bbox: 1.0367, loss_obj: 0.3122, loss: 1.6809 2023-02-25 07:02:38,123 - mmdet - INFO - Epoch [144][800/1111] lr: 5.318e-03, eta: 1 day, 5:46:28, time: 0.551, data_time: 0.041, memory: 27319, loss_cls: 0.3334, loss_bbox: 1.0499, loss_obj: 0.3160, loss: 1.6992 2023-02-25 07:03:10,255 - mmdet - INFO - Epoch [144][850/1111] lr: 5.316e-03, eta: 1 day, 5:45:58, time: 0.643, data_time: 0.027, memory: 27319, loss_cls: 0.3176, loss_bbox: 0.9771, loss_obj: 0.2976, loss: 1.5923 2023-02-25 07:03:40,721 - mmdet - INFO - Epoch [144][900/1111] lr: 5.313e-03, eta: 1 day, 5:45:27, time: 0.609, data_time: 0.033, memory: 27319, loss_cls: 0.3222, loss_bbox: 0.9977, loss_obj: 0.2946, loss: 1.6144 2023-02-25 07:04:15,971 - mmdet - INFO - Epoch [144][950/1111] lr: 5.311e-03, eta: 1 day, 5:45:01, time: 0.705, data_time: 0.024, memory: 27319, loss_cls: 0.3230, loss_bbox: 0.9967, loss_obj: 0.3077, loss: 1.6273 2023-02-25 07:04:48,092 - mmdet - INFO - Epoch [144][1000/1111] lr: 5.309e-03, eta: 1 day, 5:44:31, time: 0.642, data_time: 0.031, memory: 27319, loss_cls: 0.3219, loss_bbox: 0.9918, loss_obj: 0.2890, loss: 1.6027 2023-02-25 07:05:16,716 - mmdet - INFO - Epoch [144][1050/1111] lr: 5.306e-03, eta: 1 day, 5:43:58, time: 0.572, data_time: 0.029, memory: 27319, loss_cls: 0.3250, loss_bbox: 1.0097, loss_obj: 0.2979, loss: 1.6326 2023-02-25 07:05:50,736 - mmdet - INFO - Epoch [144][1100/1111] lr: 5.304e-03, eta: 1 day, 5:43:31, time: 0.680, data_time: 0.027, memory: 27319, loss_cls: 0.3166, loss_bbox: 0.9681, loss_obj: 0.2797, loss: 1.5643 2023-02-25 07:06:44,440 - mmdet - INFO - Epoch [145][50/1111] lr: 5.301e-03, eta: 1 day, 5:43:03, time: 0.932, data_time: 0.266, memory: 27319, loss_cls: 0.3249, loss_bbox: 1.0061, loss_obj: 0.2970, loss: 1.6281 2023-02-25 07:07:16,253 - mmdet - INFO - Epoch [145][100/1111] lr: 5.298e-03, eta: 1 day, 5:42:33, time: 0.636, data_time: 0.025, memory: 27319, loss_cls: 0.3236, loss_bbox: 1.0003, loss_obj: 0.3102, loss: 1.6342 2023-02-25 07:07:45,350 - mmdet - INFO - Epoch [145][150/1111] lr: 5.296e-03, eta: 1 day, 5:42:00, time: 0.582, data_time: 0.033, memory: 27319, loss_cls: 0.3383, loss_bbox: 1.0671, loss_obj: 0.3272, loss: 1.7325 2023-02-25 07:08:14,264 - mmdet - INFO - Epoch [145][200/1111] lr: 5.294e-03, eta: 1 day, 5:41:27, time: 0.578, data_time: 0.031, memory: 27319, loss_cls: 0.3284, loss_bbox: 1.0286, loss_obj: 0.3263, loss: 1.6833 2023-02-25 07:08:45,382 - mmdet - INFO - Epoch [145][250/1111] lr: 5.291e-03, eta: 1 day, 5:40:56, time: 0.622, data_time: 0.028, memory: 27319, loss_cls: 0.3263, loss_bbox: 1.0127, loss_obj: 0.3040, loss: 1.6430 2023-02-25 07:09:17,291 - mmdet - INFO - Epoch [145][300/1111] lr: 5.289e-03, eta: 1 day, 5:40:27, time: 0.638, data_time: 0.028, memory: 27319, loss_cls: 0.3218, loss_bbox: 0.9911, loss_obj: 0.2905, loss: 1.6034 2023-02-25 07:09:44,162 - mmdet - INFO - Epoch [145][350/1111] lr: 5.287e-03, eta: 1 day, 5:39:52, time: 0.537, data_time: 0.033, memory: 27319, loss_cls: 0.3285, loss_bbox: 1.0233, loss_obj: 0.3103, loss: 1.6622 2023-02-25 07:10:17,414 - mmdet - INFO - Epoch [145][400/1111] lr: 5.284e-03, eta: 1 day, 5:39:23, time: 0.665, data_time: 0.026, memory: 27319, loss_cls: 0.3186, loss_bbox: 0.9744, loss_obj: 0.2985, loss: 1.5915 2023-02-25 07:10:46,914 - mmdet - INFO - Epoch [145][450/1111] lr: 5.282e-03, eta: 1 day, 5:38:51, time: 0.590, data_time: 0.030, memory: 27319, loss_cls: 0.3242, loss_bbox: 1.0017, loss_obj: 0.3015, loss: 1.6274 2023-02-25 07:11:19,798 - mmdet - INFO - Epoch [145][500/1111] lr: 5.279e-03, eta: 1 day, 5:38:22, time: 0.658, data_time: 0.026, memory: 27319, loss_cls: 0.3235, loss_bbox: 0.9996, loss_obj: 0.3109, loss: 1.6340 2023-02-25 07:11:51,570 - mmdet - INFO - Epoch [145][550/1111] lr: 5.277e-03, eta: 1 day, 5:37:52, time: 0.635, data_time: 0.027, memory: 27319, loss_cls: 0.3251, loss_bbox: 1.0021, loss_obj: 0.3048, loss: 1.6320 2023-02-25 07:12:23,262 - mmdet - INFO - Epoch [145][600/1111] lr: 5.275e-03, eta: 1 day, 5:37:22, time: 0.634, data_time: 0.027, memory: 27319, loss_cls: 0.3224, loss_bbox: 0.9915, loss_obj: 0.3044, loss: 1.6183 2023-02-25 07:12:54,071 - mmdet - INFO - Epoch [145][650/1111] lr: 5.272e-03, eta: 1 day, 5:36:51, time: 0.616, data_time: 0.027, memory: 27319, loss_cls: 0.3229, loss_bbox: 0.9968, loss_obj: 0.3015, loss: 1.6212 2023-02-25 07:13:26,763 - mmdet - INFO - Epoch [145][700/1111] lr: 5.270e-03, eta: 1 day, 5:36:22, time: 0.654, data_time: 0.027, memory: 27319, loss_cls: 0.3242, loss_bbox: 0.9988, loss_obj: 0.3121, loss: 1.6352 2023-02-25 07:13:54,770 - mmdet - INFO - Epoch [145][750/1111] lr: 5.267e-03, eta: 1 day, 5:35:48, time: 0.560, data_time: 0.030, memory: 27319, loss_cls: 0.3274, loss_bbox: 1.0234, loss_obj: 0.3213, loss: 1.6721 2023-02-25 07:14:26,651 - mmdet - INFO - Epoch [145][800/1111] lr: 5.265e-03, eta: 1 day, 5:35:19, time: 0.638, data_time: 0.027, memory: 27319, loss_cls: 0.3178, loss_bbox: 0.9759, loss_obj: 0.3034, loss: 1.5972 2023-02-25 07:14:58,535 - mmdet - INFO - Epoch [145][850/1111] lr: 5.263e-03, eta: 1 day, 5:34:49, time: 0.638, data_time: 0.028, memory: 27319, loss_cls: 0.3242, loss_bbox: 1.0058, loss_obj: 0.3074, loss: 1.6375 2023-02-25 07:15:31,880 - mmdet - INFO - Epoch [145][900/1111] lr: 5.260e-03, eta: 1 day, 5:34:21, time: 0.667, data_time: 0.027, memory: 27319, loss_cls: 0.3230, loss_bbox: 1.0009, loss_obj: 0.3084, loss: 1.6323 2023-02-25 07:16:02,266 - mmdet - INFO - Epoch [145][950/1111] lr: 5.258e-03, eta: 1 day, 5:33:49, time: 0.607, data_time: 0.030, memory: 27319, loss_cls: 0.3243, loss_bbox: 1.0029, loss_obj: 0.3036, loss: 1.6309 2023-02-25 07:16:36,287 - mmdet - INFO - Epoch [145][1000/1111] lr: 5.255e-03, eta: 1 day, 5:33:22, time: 0.681, data_time: 0.028, memory: 27319, loss_cls: 0.3182, loss_bbox: 0.9740, loss_obj: 0.3036, loss: 1.5958 2023-02-25 07:17:07,083 - mmdet - INFO - Epoch [145][1050/1111] lr: 5.253e-03, eta: 1 day, 5:32:51, time: 0.616, data_time: 0.033, memory: 27319, loss_cls: 0.3256, loss_bbox: 1.0131, loss_obj: 0.3175, loss: 1.6563 2023-02-25 07:17:37,461 - mmdet - INFO - Epoch [145][1100/1111] lr: 5.251e-03, eta: 1 day, 5:32:19, time: 0.608, data_time: 0.028, memory: 27319, loss_cls: 0.3220, loss_bbox: 0.9920, loss_obj: 0.2946, loss: 1.6086 2023-02-25 07:18:35,941 - mmdet - INFO - Epoch [146][50/1111] lr: 5.248e-03, eta: 1 day, 5:31:57, time: 1.033, data_time: 0.268, memory: 27319, loss_cls: 0.3167, loss_bbox: 0.9671, loss_obj: 0.2963, loss: 1.5801 2023-02-25 07:19:07,396 - mmdet - INFO - Epoch [146][100/1111] lr: 5.245e-03, eta: 1 day, 5:31:26, time: 0.629, data_time: 0.030, memory: 27319, loss_cls: 0.3254, loss_bbox: 1.0120, loss_obj: 0.3129, loss: 1.6503 2023-02-25 07:19:41,149 - mmdet - INFO - Epoch [146][150/1111] lr: 5.243e-03, eta: 1 day, 5:30:59, time: 0.675, data_time: 0.028, memory: 27319, loss_cls: 0.3188, loss_bbox: 0.9706, loss_obj: 0.2921, loss: 1.5815 2023-02-25 07:20:10,663 - mmdet - INFO - Epoch [146][200/1111] lr: 5.240e-03, eta: 1 day, 5:30:26, time: 0.590, data_time: 0.032, memory: 27319, loss_cls: 0.3253, loss_bbox: 1.0092, loss_obj: 0.3104, loss: 1.6449 2023-02-25 07:20:42,404 - mmdet - INFO - Epoch [146][250/1111] lr: 5.238e-03, eta: 1 day, 5:29:56, time: 0.635, data_time: 0.028, memory: 27319, loss_cls: 0.3242, loss_bbox: 1.0049, loss_obj: 0.2995, loss: 1.6285 2023-02-25 07:21:12,134 - mmdet - INFO - Epoch [146][300/1111] lr: 5.236e-03, eta: 1 day, 5:29:24, time: 0.595, data_time: 0.031, memory: 27319, loss_cls: 0.3236, loss_bbox: 1.0057, loss_obj: 0.2938, loss: 1.6232 2023-02-25 07:21:41,923 - mmdet - INFO - Epoch [146][350/1111] lr: 5.233e-03, eta: 1 day, 5:28:52, time: 0.596, data_time: 0.028, memory: 27319, loss_cls: 0.3216, loss_bbox: 0.9922, loss_obj: 0.3025, loss: 1.6162 2023-02-25 07:22:09,953 - mmdet - INFO - Epoch [146][400/1111] lr: 5.231e-03, eta: 1 day, 5:28:18, time: 0.561, data_time: 0.028, memory: 27319, loss_cls: 0.3236, loss_bbox: 1.0064, loss_obj: 0.3028, loss: 1.6328 2023-02-25 07:22:40,511 - mmdet - INFO - Epoch [146][450/1111] lr: 5.228e-03, eta: 1 day, 5:27:47, time: 0.611, data_time: 0.029, memory: 27319, loss_cls: 0.3214, loss_bbox: 0.9955, loss_obj: 0.2955, loss: 1.6123 2023-02-25 07:23:10,608 - mmdet - INFO - Epoch [146][500/1111] lr: 5.226e-03, eta: 1 day, 5:27:15, time: 0.602, data_time: 0.034, memory: 27319, loss_cls: 0.3279, loss_bbox: 1.0262, loss_obj: 0.3195, loss: 1.6737 2023-02-25 07:23:40,323 - mmdet - INFO - Epoch [146][550/1111] lr: 5.224e-03, eta: 1 day, 5:26:43, time: 0.594, data_time: 0.029, memory: 27319, loss_cls: 0.3205, loss_bbox: 0.9912, loss_obj: 0.2917, loss: 1.6034 2023-02-25 07:24:12,817 - mmdet - INFO - Epoch [146][600/1111] lr: 5.221e-03, eta: 1 day, 5:26:14, time: 0.650, data_time: 0.029, memory: 27319, loss_cls: 0.3155, loss_bbox: 0.9655, loss_obj: 0.2798, loss: 1.5608 2023-02-25 07:24:42,885 - mmdet - INFO - Epoch [146][650/1111] lr: 5.219e-03, eta: 1 day, 5:25:42, time: 0.601, data_time: 0.032, memory: 27319, loss_cls: 0.3240, loss_bbox: 1.0096, loss_obj: 0.3009, loss: 1.6345 2023-02-25 07:25:14,829 - mmdet - INFO - Epoch [146][700/1111] lr: 5.216e-03, eta: 1 day, 5:25:13, time: 0.638, data_time: 0.030, memory: 27319, loss_cls: 0.3213, loss_bbox: 0.9922, loss_obj: 0.3046, loss: 1.6182 2023-02-25 07:25:47,028 - mmdet - INFO - Epoch [146][750/1111] lr: 5.214e-03, eta: 1 day, 5:24:43, time: 0.644, data_time: 0.027, memory: 27319, loss_cls: 0.3133, loss_bbox: 0.9557, loss_obj: 0.2970, loss: 1.5660 2023-02-25 07:26:19,508 - mmdet - INFO - Epoch [146][800/1111] lr: 5.212e-03, eta: 1 day, 5:24:14, time: 0.650, data_time: 0.029, memory: 27319, loss_cls: 0.3210, loss_bbox: 0.9866, loss_obj: 0.3043, loss: 1.6119 2023-02-25 07:26:48,645 - mmdet - INFO - Epoch [146][850/1111] lr: 5.209e-03, eta: 1 day, 5:23:41, time: 0.583, data_time: 0.026, memory: 27319, loss_cls: 0.3219, loss_bbox: 0.9906, loss_obj: 0.2916, loss: 1.6041 2023-02-25 07:27:17,732 - mmdet - INFO - Epoch [146][900/1111] lr: 5.207e-03, eta: 1 day, 5:23:08, time: 0.582, data_time: 0.036, memory: 27319, loss_cls: 0.3271, loss_bbox: 1.0183, loss_obj: 0.3070, loss: 1.6523 2023-02-25 07:27:47,585 - mmdet - INFO - Epoch [146][950/1111] lr: 5.204e-03, eta: 1 day, 5:22:36, time: 0.597, data_time: 0.029, memory: 27319, loss_cls: 0.3231, loss_bbox: 0.9998, loss_obj: 0.3021, loss: 1.6250 2023-02-25 07:28:21,344 - mmdet - INFO - Epoch [146][1000/1111] lr: 5.202e-03, eta: 1 day, 5:22:09, time: 0.675, data_time: 0.026, memory: 27319, loss_cls: 0.3172, loss_bbox: 0.9712, loss_obj: 0.2976, loss: 1.5860 2023-02-25 07:28:54,252 - mmdet - INFO - Epoch [146][1050/1111] lr: 5.200e-03, eta: 1 day, 5:21:40, time: 0.658, data_time: 0.027, memory: 27319, loss_cls: 0.3197, loss_bbox: 0.9878, loss_obj: 0.3090, loss: 1.6165 2023-02-25 07:29:24,863 - mmdet - INFO - Epoch [146][1100/1111] lr: 5.197e-03, eta: 1 day, 5:21:09, time: 0.612, data_time: 0.026, memory: 27319, loss_cls: 0.3198, loss_bbox: 0.9854, loss_obj: 0.2939, loss: 1.5991 2023-02-25 07:30:19,266 - mmdet - INFO - Epoch [147][50/1111] lr: 5.194e-03, eta: 1 day, 5:20:41, time: 0.936, data_time: 0.264, memory: 27319, loss_cls: 0.3225, loss_bbox: 0.9940, loss_obj: 0.2955, loss: 1.6120 2023-02-25 07:30:48,600 - mmdet - INFO - Epoch [147][100/1111] lr: 5.192e-03, eta: 1 day, 5:20:08, time: 0.586, data_time: 0.029, memory: 27319, loss_cls: 0.3235, loss_bbox: 1.0063, loss_obj: 0.3062, loss: 1.6360 2023-02-25 07:31:16,617 - mmdet - INFO - Epoch [147][150/1111] lr: 5.190e-03, eta: 1 day, 5:19:34, time: 0.560, data_time: 0.036, memory: 27319, loss_cls: 0.3276, loss_bbox: 1.0236, loss_obj: 0.3078, loss: 1.6590 2023-02-25 07:31:47,555 - mmdet - INFO - Epoch [147][200/1111] lr: 5.187e-03, eta: 1 day, 5:19:03, time: 0.619, data_time: 0.028, memory: 27319, loss_cls: 0.3171, loss_bbox: 0.9739, loss_obj: 0.2871, loss: 1.5781 2023-02-25 07:32:15,303 - mmdet - INFO - Epoch [147][250/1111] lr: 5.185e-03, eta: 1 day, 5:18:29, time: 0.555, data_time: 0.028, memory: 27319, loss_cls: 0.3252, loss_bbox: 1.0107, loss_obj: 0.3021, loss: 1.6380 2023-02-25 07:32:47,980 - mmdet - INFO - Epoch [147][300/1111] lr: 5.182e-03, eta: 1 day, 5:18:00, time: 0.653, data_time: 0.030, memory: 27319, loss_cls: 0.3200, loss_bbox: 0.9863, loss_obj: 0.2989, loss: 1.6052 2023-02-25 07:33:14,168 - mmdet - INFO - Epoch [147][350/1111] lr: 5.180e-03, eta: 1 day, 5:17:24, time: 0.524, data_time: 0.034, memory: 27319, loss_cls: 0.3287, loss_bbox: 1.0316, loss_obj: 0.3028, loss: 1.6631 2023-02-25 07:33:46,123 - mmdet - INFO - Epoch [147][400/1111] lr: 5.178e-03, eta: 1 day, 5:16:55, time: 0.639, data_time: 0.024, memory: 27319, loss_cls: 0.3173, loss_bbox: 0.9765, loss_obj: 0.3001, loss: 1.5939 2023-02-25 07:34:17,793 - mmdet - INFO - Epoch [147][450/1111] lr: 5.175e-03, eta: 1 day, 5:16:25, time: 0.633, data_time: 0.028, memory: 27319, loss_cls: 0.3169, loss_bbox: 0.9688, loss_obj: 0.2863, loss: 1.5719 2023-02-25 07:34:47,437 - mmdet - INFO - Epoch [147][500/1111] lr: 5.173e-03, eta: 1 day, 5:15:52, time: 0.593, data_time: 0.031, memory: 27319, loss_cls: 0.3224, loss_bbox: 0.9975, loss_obj: 0.3000, loss: 1.6198 2023-02-25 07:35:19,536 - mmdet - INFO - Epoch [147][550/1111] lr: 5.170e-03, eta: 1 day, 5:15:23, time: 0.642, data_time: 0.026, memory: 27319, loss_cls: 0.3256, loss_bbox: 1.0038, loss_obj: 0.3068, loss: 1.6362 2023-02-25 07:35:53,342 - mmdet - INFO - Epoch [147][600/1111] lr: 5.168e-03, eta: 1 day, 5:14:55, time: 0.676, data_time: 0.028, memory: 27319, loss_cls: 0.3342, loss_bbox: 1.0428, loss_obj: 0.3294, loss: 1.7064 2023-02-25 07:36:25,797 - mmdet - INFO - Epoch [147][650/1111] lr: 5.166e-03, eta: 1 day, 5:14:26, time: 0.649, data_time: 0.026, memory: 27319, loss_cls: 0.3297, loss_bbox: 1.0248, loss_obj: 0.3092, loss: 1.6638 2023-02-25 07:36:57,094 - mmdet - INFO - Epoch [147][700/1111] lr: 5.163e-03, eta: 1 day, 5:13:55, time: 0.626, data_time: 0.034, memory: 27319, loss_cls: 0.3299, loss_bbox: 1.0243, loss_obj: 0.3045, loss: 1.6587 2023-02-25 07:37:25,656 - mmdet - INFO - Epoch [147][750/1111] lr: 5.161e-03, eta: 1 day, 5:13:22, time: 0.571, data_time: 0.033, memory: 27319, loss_cls: 0.3377, loss_bbox: 1.0662, loss_obj: 0.3321, loss: 1.7361 2023-02-25 07:37:55,284 - mmdet - INFO - Epoch [147][800/1111] lr: 5.158e-03, eta: 1 day, 5:12:50, time: 0.593, data_time: 0.030, memory: 27319, loss_cls: 0.3254, loss_bbox: 1.0122, loss_obj: 0.3035, loss: 1.6411 2023-02-25 07:38:23,699 - mmdet - INFO - Epoch [147][850/1111] lr: 5.156e-03, eta: 1 day, 5:12:16, time: 0.568, data_time: 0.030, memory: 27319, loss_cls: 0.3258, loss_bbox: 1.0103, loss_obj: 0.2879, loss: 1.6240 2023-02-25 07:38:56,874 - mmdet - INFO - Epoch [147][900/1111] lr: 5.154e-03, eta: 1 day, 5:11:48, time: 0.663, data_time: 0.025, memory: 27319, loss_cls: 0.3196, loss_bbox: 0.9809, loss_obj: 0.3005, loss: 1.6011 2023-02-25 07:39:29,985 - mmdet - INFO - Epoch [147][950/1111] lr: 5.151e-03, eta: 1 day, 5:11:19, time: 0.662, data_time: 0.029, memory: 27319, loss_cls: 0.3214, loss_bbox: 0.9889, loss_obj: 0.3069, loss: 1.6172 2023-02-25 07:39:57,431 - mmdet - INFO - Epoch [147][1000/1111] lr: 5.149e-03, eta: 1 day, 5:10:45, time: 0.549, data_time: 0.034, memory: 27319, loss_cls: 0.3336, loss_bbox: 1.0485, loss_obj: 0.3126, loss: 1.6947 2023-02-25 07:40:29,567 - mmdet - INFO - Epoch [147][1050/1111] lr: 5.146e-03, eta: 1 day, 5:10:15, time: 0.643, data_time: 0.036, memory: 27319, loss_cls: 0.3242, loss_bbox: 1.0036, loss_obj: 0.3037, loss: 1.6315 2023-02-25 07:40:57,150 - mmdet - INFO - Epoch [147][1100/1111] lr: 5.144e-03, eta: 1 day, 5:09:41, time: 0.552, data_time: 0.027, memory: 27319, loss_cls: 0.3307, loss_bbox: 1.0354, loss_obj: 0.3159, loss: 1.6821 2023-02-25 07:41:47,470 - mmdet - INFO - Epoch [148][50/1111] lr: 5.141e-03, eta: 1 day, 5:09:11, time: 0.901, data_time: 0.266, memory: 27319, loss_cls: 0.3280, loss_bbox: 1.0227, loss_obj: 0.3057, loss: 1.6564 2023-02-25 07:42:20,264 - mmdet - INFO - Epoch [148][100/1111] lr: 5.139e-03, eta: 1 day, 5:08:42, time: 0.656, data_time: 0.029, memory: 27319, loss_cls: 0.3237, loss_bbox: 1.0021, loss_obj: 0.3164, loss: 1.6422 2023-02-25 07:42:50,053 - mmdet - INFO - Epoch [148][150/1111] lr: 5.136e-03, eta: 1 day, 5:08:10, time: 0.596, data_time: 0.025, memory: 27319, loss_cls: 0.3231, loss_bbox: 0.9997, loss_obj: 0.3048, loss: 1.6275 2023-02-25 07:43:17,670 - mmdet - INFO - Epoch [148][200/1111] lr: 5.134e-03, eta: 1 day, 5:07:36, time: 0.553, data_time: 0.033, memory: 27319, loss_cls: 0.3276, loss_bbox: 1.0243, loss_obj: 0.3184, loss: 1.6702 2023-02-25 07:43:45,240 - mmdet - INFO - Epoch [148][250/1111] lr: 5.131e-03, eta: 1 day, 5:07:02, time: 0.551, data_time: 0.032, memory: 27319, loss_cls: 0.3286, loss_bbox: 1.0254, loss_obj: 0.3076, loss: 1.6616 2023-02-25 07:44:14,106 - mmdet - INFO - Epoch [148][300/1111] lr: 5.129e-03, eta: 1 day, 5:06:29, time: 0.577, data_time: 0.036, memory: 27319, loss_cls: 0.3257, loss_bbox: 1.0101, loss_obj: 0.3068, loss: 1.6426 2023-02-25 07:44:45,435 - mmdet - INFO - Epoch [148][350/1111] lr: 5.127e-03, eta: 1 day, 5:05:58, time: 0.627, data_time: 0.026, memory: 27319, loss_cls: 0.3219, loss_bbox: 0.9980, loss_obj: 0.3068, loss: 1.6268 2023-02-25 07:45:17,254 - mmdet - INFO - Epoch [148][400/1111] lr: 5.124e-03, eta: 1 day, 5:05:28, time: 0.636, data_time: 0.029, memory: 27319, loss_cls: 0.3223, loss_bbox: 0.9953, loss_obj: 0.3132, loss: 1.6308 2023-02-25 07:45:47,381 - mmdet - INFO - Epoch [148][450/1111] lr: 5.122e-03, eta: 1 day, 5:04:57, time: 0.603, data_time: 0.024, memory: 27319, loss_cls: 0.3239, loss_bbox: 1.0038, loss_obj: 0.3080, loss: 1.6357 2023-02-25 07:46:16,816 - mmdet - INFO - Epoch [148][500/1111] lr: 5.119e-03, eta: 1 day, 5:04:24, time: 0.589, data_time: 0.030, memory: 27319, loss_cls: 0.3192, loss_bbox: 0.9820, loss_obj: 0.3038, loss: 1.6050 2023-02-25 07:46:46,291 - mmdet - INFO - Epoch [148][550/1111] lr: 5.117e-03, eta: 1 day, 5:03:52, time: 0.589, data_time: 0.029, memory: 27319, loss_cls: 0.3154, loss_bbox: 0.9652, loss_obj: 0.2842, loss: 1.5647 2023-02-25 07:47:19,495 - mmdet - INFO - Epoch [148][600/1111] lr: 5.115e-03, eta: 1 day, 5:03:23, time: 0.664, data_time: 0.029, memory: 27319, loss_cls: 0.3180, loss_bbox: 0.9736, loss_obj: 0.2886, loss: 1.5801 2023-02-25 07:47:48,874 - mmdet - INFO - Epoch [148][650/1111] lr: 5.112e-03, eta: 1 day, 5:02:51, time: 0.588, data_time: 0.027, memory: 27319, loss_cls: 0.3328, loss_bbox: 1.0421, loss_obj: 0.3275, loss: 1.7024 2023-02-25 07:48:19,766 - mmdet - INFO - Epoch [148][700/1111] lr: 5.110e-03, eta: 1 day, 5:02:20, time: 0.618, data_time: 0.027, memory: 27319, loss_cls: 0.3199, loss_bbox: 0.9867, loss_obj: 0.3096, loss: 1.6161 2023-02-25 07:48:49,706 - mmdet - INFO - Epoch [148][750/1111] lr: 5.107e-03, eta: 1 day, 5:01:48, time: 0.599, data_time: 0.031, memory: 27319, loss_cls: 0.3258, loss_bbox: 1.0160, loss_obj: 0.3214, loss: 1.6632 2023-02-25 07:49:20,398 - mmdet - INFO - Epoch [148][800/1111] lr: 5.105e-03, eta: 1 day, 5:01:17, time: 0.614, data_time: 0.028, memory: 27319, loss_cls: 0.3211, loss_bbox: 0.9902, loss_obj: 0.3046, loss: 1.6158 2023-02-25 07:49:50,258 - mmdet - INFO - Epoch [148][850/1111] lr: 5.103e-03, eta: 1 day, 5:00:45, time: 0.597, data_time: 0.029, memory: 27319, loss_cls: 0.3264, loss_bbox: 1.0135, loss_obj: 0.3087, loss: 1.6486 2023-02-25 07:50:20,878 - mmdet - INFO - Epoch [148][900/1111] lr: 5.100e-03, eta: 1 day, 5:00:14, time: 0.613, data_time: 0.028, memory: 27319, loss_cls: 0.3277, loss_bbox: 1.0207, loss_obj: 0.3132, loss: 1.6616 2023-02-25 07:50:50,378 - mmdet - INFO - Epoch [148][950/1111] lr: 5.098e-03, eta: 1 day, 4:59:42, time: 0.590, data_time: 0.032, memory: 27319, loss_cls: 0.3277, loss_bbox: 1.0181, loss_obj: 0.3152, loss: 1.6610 2023-02-25 07:51:17,116 - mmdet - INFO - Epoch [148][1000/1111] lr: 5.095e-03, eta: 1 day, 4:59:07, time: 0.535, data_time: 0.033, memory: 27319, loss_cls: 0.3319, loss_bbox: 1.0393, loss_obj: 0.3131, loss: 1.6843 2023-02-25 07:51:42,583 - mmdet - INFO - Epoch [148][1050/1111] lr: 5.093e-03, eta: 1 day, 4:58:30, time: 0.509, data_time: 0.039, memory: 27319, loss_cls: 0.3325, loss_bbox: 1.0453, loss_obj: 0.3033, loss: 1.6811 2023-02-25 07:52:11,498 - mmdet - INFO - Epoch [148][1100/1111] lr: 5.091e-03, eta: 1 day, 4:57:57, time: 0.578, data_time: 0.024, memory: 27319, loss_cls: 0.3226, loss_bbox: 0.9964, loss_obj: 0.2895, loss: 1.6085 2023-02-25 07:53:06,293 - mmdet - INFO - Epoch [149][50/1111] lr: 5.088e-03, eta: 1 day, 4:57:32, time: 0.993, data_time: 0.272, memory: 27319, loss_cls: 0.3222, loss_bbox: 0.9925, loss_obj: 0.2987, loss: 1.6134 2023-02-25 07:53:38,678 - mmdet - INFO - Epoch [149][100/1111] lr: 5.085e-03, eta: 1 day, 4:57:03, time: 0.648, data_time: 0.025, memory: 27319, loss_cls: 0.3187, loss_bbox: 0.9811, loss_obj: 0.3078, loss: 1.6077 2023-02-25 07:54:10,085 - mmdet - INFO - Epoch [149][150/1111] lr: 5.083e-03, eta: 1 day, 4:56:32, time: 0.628, data_time: 0.032, memory: 27319, loss_cls: 0.3265, loss_bbox: 1.0210, loss_obj: 0.3207, loss: 1.6682 2023-02-25 07:54:41,360 - mmdet - INFO - Epoch [149][200/1111] lr: 5.081e-03, eta: 1 day, 4:56:02, time: 0.626, data_time: 0.029, memory: 27319, loss_cls: 0.3190, loss_bbox: 0.9788, loss_obj: 0.3011, loss: 1.5989 2023-02-25 07:55:09,108 - mmdet - INFO - Epoch [149][250/1111] lr: 5.078e-03, eta: 1 day, 4:55:28, time: 0.555, data_time: 0.038, memory: 27319, loss_cls: 0.3314, loss_bbox: 1.0436, loss_obj: 0.3194, loss: 1.6943 2023-02-25 07:55:38,540 - mmdet - INFO - Epoch [149][300/1111] lr: 5.076e-03, eta: 1 day, 4:54:55, time: 0.589, data_time: 0.029, memory: 27319, loss_cls: 0.3247, loss_bbox: 1.0068, loss_obj: 0.3048, loss: 1.6363 2023-02-25 07:56:12,866 - mmdet - INFO - Epoch [149][350/1111] lr: 5.073e-03, eta: 1 day, 4:54:28, time: 0.686, data_time: 0.026, memory: 27319, loss_cls: 0.3152, loss_bbox: 0.9667, loss_obj: 0.2906, loss: 1.5725 2023-02-25 07:56:37,983 - mmdet - INFO - Epoch [149][400/1111] lr: 5.071e-03, eta: 1 day, 4:53:51, time: 0.503, data_time: 0.034, memory: 27319, loss_cls: 0.3311, loss_bbox: 1.0446, loss_obj: 0.3173, loss: 1.6930 2023-02-25 07:57:10,763 - mmdet - INFO - Epoch [149][450/1111] lr: 5.069e-03, eta: 1 day, 4:53:22, time: 0.656, data_time: 0.077, memory: 27319, loss_cls: 0.3232, loss_bbox: 0.9998, loss_obj: 0.2900, loss: 1.6130 2023-02-25 07:57:44,520 - mmdet - INFO - Epoch [149][500/1111] lr: 5.066e-03, eta: 1 day, 4:52:54, time: 0.675, data_time: 0.026, memory: 27319, loss_cls: 0.3183, loss_bbox: 0.9790, loss_obj: 0.3030, loss: 1.6002 2023-02-25 07:58:17,979 - mmdet - INFO - Epoch [149][550/1111] lr: 5.064e-03, eta: 1 day, 4:52:26, time: 0.669, data_time: 0.026, memory: 27319, loss_cls: 0.3190, loss_bbox: 0.9799, loss_obj: 0.3100, loss: 1.6089 2023-02-25 07:58:48,981 - mmdet - INFO - Epoch [149][600/1111] lr: 5.061e-03, eta: 1 day, 4:51:55, time: 0.620, data_time: 0.026, memory: 27319, loss_cls: 0.3215, loss_bbox: 0.9895, loss_obj: 0.3005, loss: 1.6115 2023-02-25 07:59:18,415 - mmdet - INFO - Epoch [149][650/1111] lr: 5.059e-03, eta: 1 day, 4:51:23, time: 0.589, data_time: 0.032, memory: 27319, loss_cls: 0.3273, loss_bbox: 1.0157, loss_obj: 0.3018, loss: 1.6447 2023-02-25 07:59:46,219 - mmdet - INFO - Epoch [149][700/1111] lr: 5.057e-03, eta: 1 day, 4:50:49, time: 0.556, data_time: 0.032, memory: 27319, loss_cls: 0.3258, loss_bbox: 1.0164, loss_obj: 0.3046, loss: 1.6468 2023-02-25 08:00:17,785 - mmdet - INFO - Epoch [149][750/1111] lr: 5.054e-03, eta: 1 day, 4:50:19, time: 0.631, data_time: 0.027, memory: 27319, loss_cls: 0.3217, loss_bbox: 0.9925, loss_obj: 0.3122, loss: 1.6264 2023-02-25 08:00:50,195 - mmdet - INFO - Epoch [149][800/1111] lr: 5.052e-03, eta: 1 day, 4:49:50, time: 0.648, data_time: 0.026, memory: 27319, loss_cls: 0.3247, loss_bbox: 1.0096, loss_obj: 0.3151, loss: 1.6494 2023-02-25 08:01:19,565 - mmdet - INFO - Epoch [149][850/1111] lr: 5.049e-03, eta: 1 day, 4:49:17, time: 0.587, data_time: 0.030, memory: 27319, loss_cls: 0.3182, loss_bbox: 0.9816, loss_obj: 0.2898, loss: 1.5896 2023-02-25 08:01:50,029 - mmdet - INFO - Epoch [149][900/1111] lr: 5.047e-03, eta: 1 day, 4:48:46, time: 0.609, data_time: 0.029, memory: 27319, loss_cls: 0.3248, loss_bbox: 1.0123, loss_obj: 0.3074, loss: 1.6445 2023-02-25 08:02:20,500 - mmdet - INFO - Epoch [149][950/1111] lr: 5.045e-03, eta: 1 day, 4:48:15, time: 0.609, data_time: 0.029, memory: 27319, loss_cls: 0.3216, loss_bbox: 0.9913, loss_obj: 0.2962, loss: 1.6091 2023-02-25 08:02:49,016 - mmdet - INFO - Epoch [149][1000/1111] lr: 5.042e-03, eta: 1 day, 4:47:41, time: 0.570, data_time: 0.031, memory: 27319, loss_cls: 0.3312, loss_bbox: 1.0442, loss_obj: 0.3300, loss: 1.7055 2023-02-25 08:03:19,882 - mmdet - INFO - Epoch [149][1050/1111] lr: 5.040e-03, eta: 1 day, 4:47:10, time: 0.617, data_time: 0.030, memory: 27319, loss_cls: 0.3278, loss_bbox: 1.0176, loss_obj: 0.3070, loss: 1.6524 2023-02-25 08:03:50,399 - mmdet - INFO - Epoch [149][1100/1111] lr: 5.037e-03, eta: 1 day, 4:46:39, time: 0.611, data_time: 0.022, memory: 27319, loss_cls: 0.3211, loss_bbox: 0.9951, loss_obj: 0.2984, loss: 1.6145 2023-02-25 08:04:41,685 - mmdet - INFO - Epoch [150][50/1111] lr: 5.034e-03, eta: 1 day, 4:46:10, time: 0.912, data_time: 0.284, memory: 27319, loss_cls: 0.3295, loss_bbox: 1.0338, loss_obj: 0.3081, loss: 1.6714 2023-02-25 08:05:09,891 - mmdet - INFO - Epoch [150][100/1111] lr: 5.032e-03, eta: 1 day, 4:45:36, time: 0.564, data_time: 0.034, memory: 27319, loss_cls: 0.3337, loss_bbox: 1.0547, loss_obj: 0.3180, loss: 1.7064 2023-02-25 08:05:44,749 - mmdet - INFO - Epoch [150][150/1111] lr: 5.030e-03, eta: 1 day, 4:45:09, time: 0.697, data_time: 0.024, memory: 27319, loss_cls: 0.3169, loss_bbox: 0.9708, loss_obj: 0.2891, loss: 1.5768 2023-02-25 08:06:14,705 - mmdet - INFO - Epoch [150][200/1111] lr: 5.027e-03, eta: 1 day, 4:44:37, time: 0.599, data_time: 0.029, memory: 27319, loss_cls: 0.3231, loss_bbox: 1.0032, loss_obj: 0.3157, loss: 1.6421 2023-02-25 08:06:45,009 - mmdet - INFO - Epoch [150][250/1111] lr: 5.025e-03, eta: 1 day, 4:44:06, time: 0.606, data_time: 0.036, memory: 27319, loss_cls: 0.3239, loss_bbox: 1.0028, loss_obj: 0.3010, loss: 1.6277 2023-02-25 08:07:15,537 - mmdet - INFO - Epoch [150][300/1111] lr: 5.023e-03, eta: 1 day, 4:43:35, time: 0.611, data_time: 0.028, memory: 27319, loss_cls: 0.3281, loss_bbox: 1.0238, loss_obj: 0.3266, loss: 1.6785 2023-02-25 08:07:42,599 - mmdet - INFO - Epoch [150][350/1111] lr: 5.020e-03, eta: 1 day, 4:43:00, time: 0.541, data_time: 0.030, memory: 27319, loss_cls: 0.3240, loss_bbox: 1.0058, loss_obj: 0.3042, loss: 1.6340 2023-02-25 08:08:12,319 - mmdet - INFO - Epoch [150][400/1111] lr: 5.018e-03, eta: 1 day, 4:42:28, time: 0.594, data_time: 0.029, memory: 27319, loss_cls: 0.3208, loss_bbox: 0.9889, loss_obj: 0.3041, loss: 1.6138 2023-02-25 08:08:41,438 - mmdet - INFO - Epoch [150][450/1111] lr: 5.015e-03, eta: 1 day, 4:41:55, time: 0.582, data_time: 0.034, memory: 27319, loss_cls: 0.3306, loss_bbox: 1.0321, loss_obj: 0.3168, loss: 1.6795 2023-02-25 08:09:12,339 - mmdet - INFO - Epoch [150][500/1111] lr: 5.013e-03, eta: 1 day, 4:41:24, time: 0.618, data_time: 0.029, memory: 27319, loss_cls: 0.3246, loss_bbox: 1.0005, loss_obj: 0.3170, loss: 1.6421 2023-02-25 08:09:41,082 - mmdet - INFO - Epoch [150][550/1111] lr: 5.011e-03, eta: 1 day, 4:40:51, time: 0.575, data_time: 0.028, memory: 27319, loss_cls: 0.3233, loss_bbox: 1.0032, loss_obj: 0.3039, loss: 1.6304 2023-02-25 08:10:06,263 - mmdet - INFO - Epoch [150][600/1111] lr: 5.008e-03, eta: 1 day, 4:40:15, time: 0.504, data_time: 0.042, memory: 27319, loss_cls: 0.3295, loss_bbox: 1.0344, loss_obj: 0.3178, loss: 1.6817 2023-02-25 08:10:34,212 - mmdet - INFO - Epoch [150][650/1111] lr: 5.006e-03, eta: 1 day, 4:39:41, time: 0.559, data_time: 0.032, memory: 27319, loss_cls: 0.3252, loss_bbox: 1.0146, loss_obj: 0.3123, loss: 1.6521 2023-02-25 08:11:06,761 - mmdet - INFO - Epoch [150][700/1111] lr: 5.003e-03, eta: 1 day, 4:39:12, time: 0.651, data_time: 0.026, memory: 27319, loss_cls: 0.3194, loss_bbox: 0.9813, loss_obj: 0.3005, loss: 1.6013 2023-02-25 08:11:41,355 - mmdet - INFO - Epoch [150][750/1111] lr: 5.001e-03, eta: 1 day, 4:38:45, time: 0.692, data_time: 0.026, memory: 27319, loss_cls: 0.3164, loss_bbox: 0.9683, loss_obj: 0.2957, loss: 1.5803 2023-02-25 08:12:12,311 - mmdet - INFO - Epoch [150][800/1111] lr: 4.999e-03, eta: 1 day, 4:38:14, time: 0.619, data_time: 0.029, memory: 27319, loss_cls: 0.3220, loss_bbox: 0.9956, loss_obj: 0.3006, loss: 1.6182 2023-02-25 08:12:43,802 - mmdet - INFO - Epoch [150][850/1111] lr: 4.996e-03, eta: 1 day, 4:37:44, time: 0.630, data_time: 0.033, memory: 27319, loss_cls: 0.3280, loss_bbox: 1.0189, loss_obj: 0.3016, loss: 1.6485 2023-02-25 08:13:14,629 - mmdet - INFO - Epoch [150][900/1111] lr: 4.994e-03, eta: 1 day, 4:37:13, time: 0.616, data_time: 0.026, memory: 27319, loss_cls: 0.3253, loss_bbox: 1.0109, loss_obj: 0.3128, loss: 1.6490 2023-02-25 08:13:52,088 - mmdet - INFO - Epoch [150][950/1111] lr: 4.991e-03, eta: 1 day, 4:36:48, time: 0.749, data_time: 0.026, memory: 27319, loss_cls: 0.3116, loss_bbox: 0.9451, loss_obj: 0.2990, loss: 1.5558 2023-02-25 08:14:21,919 - mmdet - INFO - Epoch [150][1000/1111] lr: 4.989e-03, eta: 1 day, 4:36:16, time: 0.596, data_time: 0.027, memory: 27319, loss_cls: 0.3164, loss_bbox: 0.9677, loss_obj: 0.2816, loss: 1.5657 2023-02-25 08:14:52,569 - mmdet - INFO - Epoch [150][1050/1111] lr: 4.987e-03, eta: 1 day, 4:35:45, time: 0.613, data_time: 0.030, memory: 27319, loss_cls: 0.3245, loss_bbox: 1.0067, loss_obj: 0.3106, loss: 1.6418 2023-02-25 08:15:20,729 - mmdet - INFO - Epoch [150][1100/1111] lr: 4.984e-03, eta: 1 day, 4:35:12, time: 0.563, data_time: 0.029, memory: 27319, loss_cls: 0.3234, loss_bbox: 1.0051, loss_obj: 0.3106, loss: 1.6391 2023-02-25 08:15:28,338 - mmdet - INFO - Saving checkpoint at 150 epochs 2023-02-25 08:18:17,216 - mmdet - INFO - Evaluating bbox... 2023-02-25 08:18:36,101 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.894 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.969 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.939 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.088 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.784 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.943 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.914 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.914 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.914 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.246 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.844 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.957 2023-02-25 08:18:36,321 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_140.pth was removed 2023-02-25 08:18:38,909 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_150.pth. 2023-02-25 08:18:38,910 - mmdet - INFO - Best bbox_mAP is 0.8943 at 150 epoch. 2023-02-25 08:18:38,910 - mmdet - INFO - Exp name: yolox_x.py 2023-02-25 08:18:38,910 - mmdet - INFO - Epoch(val) [150][4200] bbox_mAP: 0.8943, bbox_mAP_50: 0.9689, bbox_mAP_75: 0.9395, bbox_mAP_s: 0.0885, bbox_mAP_m: 0.7836, bbox_mAP_l: 0.9430, bbox_mAP_copypaste: 0.8943 0.9689 0.9395 0.0885 0.7836 0.9430 2023-02-25 08:19:14,393 - mmdet - INFO - Epoch [151][50/1111] lr: 4.981e-03, eta: 1 day, 4:34:32, time: 0.709, data_time: 0.172, memory: 27319, loss_cls: 0.3299, loss_bbox: 1.0391, loss_obj: 0.3048, loss: 1.6739 2023-02-25 08:19:45,577 - mmdet - INFO - Epoch [151][100/1111] lr: 4.979e-03, eta: 1 day, 4:34:01, time: 0.624, data_time: 0.032, memory: 27319, loss_cls: 0.3228, loss_bbox: 0.9977, loss_obj: 0.2986, loss: 1.6191 2023-02-25 08:20:18,699 - mmdet - INFO - Epoch [151][150/1111] lr: 4.976e-03, eta: 1 day, 4:33:33, time: 0.662, data_time: 0.027, memory: 27319, loss_cls: 0.3169, loss_bbox: 0.9712, loss_obj: 0.2890, loss: 1.5771 2023-02-25 08:20:50,027 - mmdet - INFO - Epoch [151][200/1111] lr: 4.974e-03, eta: 1 day, 4:33:02, time: 0.626, data_time: 0.033, memory: 27319, loss_cls: 0.3265, loss_bbox: 1.0154, loss_obj: 0.3083, loss: 1.6503 2023-02-25 08:21:23,126 - mmdet - INFO - Epoch [151][250/1111] lr: 4.972e-03, eta: 1 day, 4:32:34, time: 0.662, data_time: 0.026, memory: 27319, loss_cls: 0.3172, loss_bbox: 0.9723, loss_obj: 0.3128, loss: 1.6023 2023-02-25 08:21:54,186 - mmdet - INFO - Epoch [151][300/1111] lr: 4.969e-03, eta: 1 day, 4:32:03, time: 0.621, data_time: 0.028, memory: 27319, loss_cls: 0.3194, loss_bbox: 0.9793, loss_obj: 0.2887, loss: 1.5874 2023-02-25 08:22:24,172 - mmdet - INFO - Exp name: yolox_x.py 2023-02-25 08:22:24,173 - mmdet - INFO - Epoch [151][350/1111] lr: 4.967e-03, eta: 1 day, 4:31:31, time: 0.600, data_time: 0.029, memory: 27319, loss_cls: 0.3267, loss_bbox: 1.0178, loss_obj: 0.3095, loss: 1.6540 2023-02-25 08:22:53,979 - mmdet - INFO - Epoch [151][400/1111] lr: 4.965e-03, eta: 1 day, 4:30:59, time: 0.596, data_time: 0.029, memory: 27319, loss_cls: 0.3219, loss_bbox: 1.0003, loss_obj: 0.3119, loss: 1.6341 2023-02-25 08:23:26,202 - mmdet - INFO - Epoch [151][450/1111] lr: 4.962e-03, eta: 1 day, 4:30:30, time: 0.645, data_time: 0.029, memory: 27319, loss_cls: 0.3183, loss_bbox: 0.9799, loss_obj: 0.3058, loss: 1.6041 2023-02-25 08:23:53,816 - mmdet - INFO - Epoch [151][500/1111] lr: 4.960e-03, eta: 1 day, 4:29:56, time: 0.552, data_time: 0.036, memory: 27319, loss_cls: 0.3244, loss_bbox: 1.0118, loss_obj: 0.3004, loss: 1.6365 2023-02-25 08:24:24,729 - mmdet - INFO - Epoch [151][550/1111] lr: 4.957e-03, eta: 1 day, 4:29:25, time: 0.618, data_time: 0.027, memory: 27319, loss_cls: 0.3104, loss_bbox: 0.9417, loss_obj: 0.2846, loss: 1.5366 2023-02-25 08:24:51,458 - mmdet - INFO - Epoch [151][600/1111] lr: 4.955e-03, eta: 1 day, 4:28:50, time: 0.535, data_time: 0.028, memory: 27319, loss_cls: 0.3253, loss_bbox: 1.0213, loss_obj: 0.3101, loss: 1.6567 2023-02-25 08:25:22,928 - mmdet - INFO - Epoch [151][650/1111] lr: 4.953e-03, eta: 1 day, 4:28:19, time: 0.629, data_time: 0.029, memory: 27319, loss_cls: 0.3194, loss_bbox: 0.9883, loss_obj: 0.2993, loss: 1.6070 2023-02-25 08:25:52,588 - mmdet - INFO - Epoch [151][700/1111] lr: 4.950e-03, eta: 1 day, 4:27:47, time: 0.593, data_time: 0.029, memory: 27319, loss_cls: 0.3144, loss_bbox: 0.9637, loss_obj: 0.2991, loss: 1.5772 2023-02-25 08:26:19,935 - mmdet - INFO - Epoch [151][750/1111] lr: 4.948e-03, eta: 1 day, 4:27:13, time: 0.547, data_time: 0.034, memory: 27319, loss_cls: 0.3232, loss_bbox: 1.0030, loss_obj: 0.2990, loss: 1.6251 2023-02-25 08:26:51,979 - mmdet - INFO - Epoch [151][800/1111] lr: 4.945e-03, eta: 1 day, 4:26:43, time: 0.641, data_time: 0.029, memory: 27319, loss_cls: 0.3145, loss_bbox: 0.9595, loss_obj: 0.2882, loss: 1.5622 2023-02-25 08:27:21,752 - mmdet - INFO - Epoch [151][850/1111] lr: 4.943e-03, eta: 1 day, 4:26:11, time: 0.595, data_time: 0.031, memory: 27319, loss_cls: 0.3207, loss_bbox: 0.9936, loss_obj: 0.3076, loss: 1.6219 2023-02-25 08:27:51,079 - mmdet - INFO - Epoch [151][900/1111] lr: 4.941e-03, eta: 1 day, 4:25:39, time: 0.587, data_time: 0.027, memory: 27319, loss_cls: 0.3188, loss_bbox: 0.9850, loss_obj: 0.2965, loss: 1.6002 2023-02-25 08:28:23,271 - mmdet - INFO - Epoch [151][950/1111] lr: 4.938e-03, eta: 1 day, 4:25:09, time: 0.644, data_time: 0.027, memory: 27319, loss_cls: 0.3239, loss_bbox: 1.0027, loss_obj: 0.3059, loss: 1.6324 2023-02-25 08:28:53,914 - mmdet - INFO - Epoch [151][1000/1111] lr: 4.936e-03, eta: 1 day, 4:24:38, time: 0.613, data_time: 0.026, memory: 27319, loss_cls: 0.3242, loss_bbox: 1.0031, loss_obj: 0.2988, loss: 1.6261 2023-02-25 08:29:20,990 - mmdet - INFO - Epoch [151][1050/1111] lr: 4.933e-03, eta: 1 day, 4:24:04, time: 0.542, data_time: 0.035, memory: 27319, loss_cls: 0.3266, loss_bbox: 1.0187, loss_obj: 0.3078, loss: 1.6530 2023-02-25 08:29:51,641 - mmdet - INFO - Epoch [151][1100/1111] lr: 4.931e-03, eta: 1 day, 4:23:33, time: 0.613, data_time: 0.052, memory: 27319, loss_cls: 0.3171, loss_bbox: 0.9716, loss_obj: 0.2907, loss: 1.5794 2023-02-25 08:30:45,529 - mmdet - INFO - Epoch [152][50/1111] lr: 4.928e-03, eta: 1 day, 4:23:06, time: 0.973, data_time: 0.274, memory: 27319, loss_cls: 0.3191, loss_bbox: 0.9844, loss_obj: 0.2946, loss: 1.5981 2023-02-25 08:31:16,286 - mmdet - INFO - Epoch [152][100/1111] lr: 4.926e-03, eta: 1 day, 4:22:35, time: 0.615, data_time: 0.026, memory: 27319, loss_cls: 0.3227, loss_bbox: 1.0024, loss_obj: 0.3044, loss: 1.6295 2023-02-25 08:31:48,505 - mmdet - INFO - Epoch [152][150/1111] lr: 4.923e-03, eta: 1 day, 4:22:05, time: 0.644, data_time: 0.026, memory: 27319, loss_cls: 0.3237, loss_bbox: 1.0029, loss_obj: 0.3094, loss: 1.6360 2023-02-25 08:32:18,107 - mmdet - INFO - Epoch [152][200/1111] lr: 4.921e-03, eta: 1 day, 4:21:33, time: 0.592, data_time: 0.030, memory: 27319, loss_cls: 0.3254, loss_bbox: 1.0121, loss_obj: 0.3047, loss: 1.6423 2023-02-25 08:32:48,997 - mmdet - INFO - Epoch [152][250/1111] lr: 4.919e-03, eta: 1 day, 4:21:02, time: 0.618, data_time: 0.026, memory: 27319, loss_cls: 0.3172, loss_bbox: 0.9710, loss_obj: 0.2936, loss: 1.5818 2023-02-25 08:33:18,576 - mmdet - INFO - Epoch [152][300/1111] lr: 4.916e-03, eta: 1 day, 4:20:30, time: 0.591, data_time: 0.030, memory: 27319, loss_cls: 0.3149, loss_bbox: 0.9671, loss_obj: 0.2844, loss: 1.5664 2023-02-25 08:33:44,767 - mmdet - INFO - Epoch [152][350/1111] lr: 4.914e-03, eta: 1 day, 4:19:55, time: 0.524, data_time: 0.032, memory: 27319, loss_cls: 0.3215, loss_bbox: 0.9985, loss_obj: 0.2914, loss: 1.6113 2023-02-25 08:34:13,219 - mmdet - INFO - Epoch [152][400/1111] lr: 4.911e-03, eta: 1 day, 4:19:21, time: 0.569, data_time: 0.030, memory: 27319, loss_cls: 0.3241, loss_bbox: 1.0088, loss_obj: 0.3117, loss: 1.6445 2023-02-25 08:34:44,047 - mmdet - INFO - Epoch [152][450/1111] lr: 4.909e-03, eta: 1 day, 4:18:50, time: 0.616, data_time: 0.026, memory: 27319, loss_cls: 0.3254, loss_bbox: 1.0156, loss_obj: 0.3112, loss: 1.6522 2023-02-25 08:35:15,679 - mmdet - INFO - Epoch [152][500/1111] lr: 4.907e-03, eta: 1 day, 4:18:20, time: 0.633, data_time: 0.029, memory: 27319, loss_cls: 0.3219, loss_bbox: 0.9916, loss_obj: 0.3015, loss: 1.6151 2023-02-25 08:35:45,600 - mmdet - INFO - Epoch [152][550/1111] lr: 4.904e-03, eta: 1 day, 4:17:48, time: 0.598, data_time: 0.029, memory: 27319, loss_cls: 0.3188, loss_bbox: 0.9805, loss_obj: 0.2814, loss: 1.5807 2023-02-25 08:36:15,878 - mmdet - INFO - Epoch [152][600/1111] lr: 4.902e-03, eta: 1 day, 4:17:17, time: 0.606, data_time: 0.031, memory: 27319, loss_cls: 0.3199, loss_bbox: 0.9860, loss_obj: 0.2868, loss: 1.5926 2023-02-25 08:36:45,141 - mmdet - INFO - Epoch [152][650/1111] lr: 4.899e-03, eta: 1 day, 4:16:45, time: 0.585, data_time: 0.028, memory: 27319, loss_cls: 0.3173, loss_bbox: 0.9773, loss_obj: 0.2844, loss: 1.5791 2023-02-25 08:37:17,935 - mmdet - INFO - Epoch [152][700/1111] lr: 4.897e-03, eta: 1 day, 4:16:16, time: 0.656, data_time: 0.029, memory: 27319, loss_cls: 0.3202, loss_bbox: 0.9859, loss_obj: 0.3000, loss: 1.6061 2023-02-25 08:37:47,621 - mmdet - INFO - Epoch [152][750/1111] lr: 4.895e-03, eta: 1 day, 4:15:44, time: 0.594, data_time: 0.033, memory: 27319, loss_cls: 0.3205, loss_bbox: 0.9943, loss_obj: 0.3035, loss: 1.6183 2023-02-25 08:38:21,647 - mmdet - INFO - Epoch [152][800/1111] lr: 4.892e-03, eta: 1 day, 4:15:16, time: 0.681, data_time: 0.028, memory: 27319, loss_cls: 0.3145, loss_bbox: 0.9593, loss_obj: 0.2937, loss: 1.5675 2023-02-25 08:38:54,043 - mmdet - INFO - Epoch [152][850/1111] lr: 4.890e-03, eta: 1 day, 4:14:46, time: 0.648, data_time: 0.031, memory: 27319, loss_cls: 0.3184, loss_bbox: 0.9825, loss_obj: 0.2964, loss: 1.5974 2023-02-25 08:39:27,647 - mmdet - INFO - Epoch [152][900/1111] lr: 4.887e-03, eta: 1 day, 4:14:18, time: 0.672, data_time: 0.026, memory: 27319, loss_cls: 0.3140, loss_bbox: 0.9592, loss_obj: 0.2989, loss: 1.5721 2023-02-25 08:39:57,731 - mmdet - INFO - Epoch [152][950/1111] lr: 4.885e-03, eta: 1 day, 4:13:47, time: 0.602, data_time: 0.032, memory: 27319, loss_cls: 0.3162, loss_bbox: 0.9724, loss_obj: 0.2926, loss: 1.5812 2023-02-25 08:40:27,218 - mmdet - INFO - Epoch [152][1000/1111] lr: 4.883e-03, eta: 1 day, 4:13:14, time: 0.590, data_time: 0.028, memory: 27319, loss_cls: 0.3217, loss_bbox: 0.9977, loss_obj: 0.2997, loss: 1.6190 2023-02-25 08:40:56,439 - mmdet - INFO - Epoch [152][1050/1111] lr: 4.880e-03, eta: 1 day, 4:12:42, time: 0.585, data_time: 0.036, memory: 27319, loss_cls: 0.3269, loss_bbox: 1.0189, loss_obj: 0.3106, loss: 1.6564 2023-02-25 08:41:30,178 - mmdet - INFO - Epoch [152][1100/1111] lr: 4.878e-03, eta: 1 day, 4:12:14, time: 0.675, data_time: 0.025, memory: 27319, loss_cls: 0.3150, loss_bbox: 0.9600, loss_obj: 0.3033, loss: 1.5784 2023-02-25 08:42:23,691 - mmdet - INFO - Epoch [153][50/1111] lr: 4.875e-03, eta: 1 day, 4:11:44, time: 0.923, data_time: 0.259, memory: 27319, loss_cls: 0.3226, loss_bbox: 1.0005, loss_obj: 0.3050, loss: 1.6280 2023-02-25 08:42:54,808 - mmdet - INFO - Epoch [153][100/1111] lr: 4.873e-03, eta: 1 day, 4:11:14, time: 0.622, data_time: 0.028, memory: 27319, loss_cls: 0.3164, loss_bbox: 0.9738, loss_obj: 0.3063, loss: 1.5965 2023-02-25 08:43:24,060 - mmdet - INFO - Epoch [153][150/1111] lr: 4.870e-03, eta: 1 day, 4:10:41, time: 0.585, data_time: 0.033, memory: 27319, loss_cls: 0.3233, loss_bbox: 1.0025, loss_obj: 0.3114, loss: 1.6372 2023-02-25 08:43:52,835 - mmdet - INFO - Epoch [153][200/1111] lr: 4.868e-03, eta: 1 day, 4:10:08, time: 0.576, data_time: 0.032, memory: 27319, loss_cls: 0.3184, loss_bbox: 0.9782, loss_obj: 0.2857, loss: 1.5824 2023-02-25 08:44:27,947 - mmdet - INFO - Epoch [153][250/1111] lr: 4.865e-03, eta: 1 day, 4:09:42, time: 0.702, data_time: 0.025, memory: 27319, loss_cls: 0.3152, loss_bbox: 0.9628, loss_obj: 0.2880, loss: 1.5660 2023-02-25 08:44:56,390 - mmdet - INFO - Epoch [153][300/1111] lr: 4.863e-03, eta: 1 day, 4:09:08, time: 0.569, data_time: 0.037, memory: 27319, loss_cls: 0.3244, loss_bbox: 1.0063, loss_obj: 0.2944, loss: 1.6251 2023-02-25 08:45:22,905 - mmdet - INFO - Epoch [153][350/1111] lr: 4.861e-03, eta: 1 day, 4:08:33, time: 0.530, data_time: 0.033, memory: 27319, loss_cls: 0.3247, loss_bbox: 1.0097, loss_obj: 0.3021, loss: 1.6366 2023-02-25 08:45:53,181 - mmdet - INFO - Epoch [153][400/1111] lr: 4.858e-03, eta: 1 day, 4:08:02, time: 0.606, data_time: 0.054, memory: 27319, loss_cls: 0.3295, loss_bbox: 1.0282, loss_obj: 0.3083, loss: 1.6660 2023-02-25 08:46:22,030 - mmdet - INFO - Epoch [153][450/1111] lr: 4.856e-03, eta: 1 day, 4:07:29, time: 0.577, data_time: 0.035, memory: 27319, loss_cls: 0.3237, loss_bbox: 1.0018, loss_obj: 0.3029, loss: 1.6284 2023-02-25 08:46:53,985 - mmdet - INFO - Epoch [153][500/1111] lr: 4.853e-03, eta: 1 day, 4:06:59, time: 0.639, data_time: 0.028, memory: 27319, loss_cls: 0.3191, loss_bbox: 0.9825, loss_obj: 0.2915, loss: 1.5931 2023-02-25 08:47:21,424 - mmdet - INFO - Epoch [153][550/1111] lr: 4.851e-03, eta: 1 day, 4:06:25, time: 0.549, data_time: 0.035, memory: 27319, loss_cls: 0.3239, loss_bbox: 1.0100, loss_obj: 0.3131, loss: 1.6470 2023-02-25 08:47:52,494 - mmdet - INFO - Epoch [153][600/1111] lr: 4.849e-03, eta: 1 day, 4:05:54, time: 0.621, data_time: 0.024, memory: 27319, loss_cls: 0.3133, loss_bbox: 0.9553, loss_obj: 0.2982, loss: 1.5668 2023-02-25 08:48:19,276 - mmdet - INFO - Epoch [153][650/1111] lr: 4.846e-03, eta: 1 day, 4:05:19, time: 0.536, data_time: 0.037, memory: 27319, loss_cls: 0.3261, loss_bbox: 1.0172, loss_obj: 0.2988, loss: 1.6421 2023-02-25 08:48:50,465 - mmdet - INFO - Epoch [153][700/1111] lr: 4.844e-03, eta: 1 day, 4:04:49, time: 0.624, data_time: 0.033, memory: 27319, loss_cls: 0.3237, loss_bbox: 1.0027, loss_obj: 0.3028, loss: 1.6291 2023-02-25 08:49:15,945 - mmdet - INFO - Epoch [153][750/1111] lr: 4.841e-03, eta: 1 day, 4:04:13, time: 0.510, data_time: 0.032, memory: 27319, loss_cls: 0.3267, loss_bbox: 1.0236, loss_obj: 0.3047, loss: 1.6549 2023-02-25 08:49:45,138 - mmdet - INFO - Epoch [153][800/1111] lr: 4.839e-03, eta: 1 day, 4:03:40, time: 0.584, data_time: 0.036, memory: 27319, loss_cls: 0.3232, loss_bbox: 1.0058, loss_obj: 0.3028, loss: 1.6319 2023-02-25 08:50:19,654 - mmdet - INFO - Epoch [153][850/1111] lr: 4.837e-03, eta: 1 day, 4:03:13, time: 0.690, data_time: 0.023, memory: 27319, loss_cls: 0.3143, loss_bbox: 0.9605, loss_obj: 0.2937, loss: 1.5685 2023-02-25 08:50:54,068 - mmdet - INFO - Epoch [153][900/1111] lr: 4.834e-03, eta: 1 day, 4:02:45, time: 0.688, data_time: 0.027, memory: 27319, loss_cls: 0.3177, loss_bbox: 0.9756, loss_obj: 0.2980, loss: 1.5913 2023-02-25 08:51:24,545 - mmdet - INFO - Epoch [153][950/1111] lr: 4.832e-03, eta: 1 day, 4:02:14, time: 0.609, data_time: 0.027, memory: 27319, loss_cls: 0.3164, loss_bbox: 0.9712, loss_obj: 0.2894, loss: 1.5770 2023-02-25 08:51:53,144 - mmdet - INFO - Epoch [153][1000/1111] lr: 4.830e-03, eta: 1 day, 4:01:41, time: 0.572, data_time: 0.032, memory: 27319, loss_cls: 0.3245, loss_bbox: 1.0149, loss_obj: 0.3017, loss: 1.6411 2023-02-25 08:52:20,147 - mmdet - INFO - Epoch [153][1050/1111] lr: 4.827e-03, eta: 1 day, 4:01:07, time: 0.540, data_time: 0.036, memory: 27319, loss_cls: 0.3217, loss_bbox: 1.0000, loss_obj: 0.2914, loss: 1.6132 2023-02-25 08:52:49,814 - mmdet - INFO - Epoch [153][1100/1111] lr: 4.825e-03, eta: 1 day, 4:00:35, time: 0.594, data_time: 0.026, memory: 27319, loss_cls: 0.3183, loss_bbox: 0.9878, loss_obj: 0.2926, loss: 1.5987 2023-02-25 08:53:46,030 - mmdet - INFO - Epoch [154][50/1111] lr: 4.822e-03, eta: 1 day, 4:00:08, time: 0.976, data_time: 0.268, memory: 27319, loss_cls: 0.3197, loss_bbox: 0.9872, loss_obj: 0.2958, loss: 1.6027 2023-02-25 08:54:18,370 - mmdet - INFO - Epoch [154][100/1111] lr: 4.819e-03, eta: 1 day, 3:59:38, time: 0.647, data_time: 0.030, memory: 27319, loss_cls: 0.3166, loss_bbox: 0.9759, loss_obj: 0.3020, loss: 1.5945 2023-02-25 08:54:50,673 - mmdet - INFO - Epoch [154][150/1111] lr: 4.817e-03, eta: 1 day, 3:59:09, time: 0.646, data_time: 0.023, memory: 27319, loss_cls: 0.3132, loss_bbox: 0.9555, loss_obj: 0.2864, loss: 1.5551 2023-02-25 08:55:20,362 - mmdet - INFO - Epoch [154][200/1111] lr: 4.815e-03, eta: 1 day, 3:58:37, time: 0.594, data_time: 0.032, memory: 27319, loss_cls: 0.3223, loss_bbox: 0.9976, loss_obj: 0.2969, loss: 1.6168 2023-02-25 08:55:48,421 - mmdet - INFO - Epoch [154][250/1111] lr: 4.812e-03, eta: 1 day, 3:58:03, time: 0.561, data_time: 0.032, memory: 27319, loss_cls: 0.3132, loss_bbox: 0.9589, loss_obj: 0.2898, loss: 1.5619 2023-02-25 08:56:17,484 - mmdet - INFO - Epoch [154][300/1111] lr: 4.810e-03, eta: 1 day, 3:57:30, time: 0.581, data_time: 0.030, memory: 27319, loss_cls: 0.3257, loss_bbox: 1.0178, loss_obj: 0.3209, loss: 1.6643 2023-02-25 08:56:50,062 - mmdet - INFO - Epoch [154][350/1111] lr: 4.807e-03, eta: 1 day, 3:57:01, time: 0.652, data_time: 0.028, memory: 27319, loss_cls: 0.3163, loss_bbox: 0.9680, loss_obj: 0.2924, loss: 1.5768 2023-02-25 08:57:19,159 - mmdet - INFO - Epoch [154][400/1111] lr: 4.805e-03, eta: 1 day, 3:56:29, time: 0.582, data_time: 0.033, memory: 27319, loss_cls: 0.3157, loss_bbox: 0.9675, loss_obj: 0.2740, loss: 1.5572 2023-02-25 08:57:53,642 - mmdet - INFO - Epoch [154][450/1111] lr: 4.803e-03, eta: 1 day, 3:56:01, time: 0.690, data_time: 0.026, memory: 27319, loss_cls: 0.3138, loss_bbox: 0.9564, loss_obj: 0.2913, loss: 1.5615 2023-02-25 08:58:27,045 - mmdet - INFO - Epoch [154][500/1111] lr: 4.800e-03, eta: 1 day, 3:55:33, time: 0.668, data_time: 0.024, memory: 27319, loss_cls: 0.3144, loss_bbox: 0.9587, loss_obj: 0.2940, loss: 1.5670 2023-02-25 08:58:57,327 - mmdet - INFO - Epoch [154][550/1111] lr: 4.798e-03, eta: 1 day, 3:55:01, time: 0.606, data_time: 0.034, memory: 27319, loss_cls: 0.3163, loss_bbox: 0.9738, loss_obj: 0.2878, loss: 1.5778 2023-02-25 08:59:28,392 - mmdet - INFO - Epoch [154][600/1111] lr: 4.796e-03, eta: 1 day, 3:54:31, time: 0.621, data_time: 0.029, memory: 27319, loss_cls: 0.3163, loss_bbox: 0.9774, loss_obj: 0.2874, loss: 1.5810 2023-02-25 09:00:01,630 - mmdet - INFO - Epoch [154][650/1111] lr: 4.793e-03, eta: 1 day, 3:54:02, time: 0.665, data_time: 0.027, memory: 27319, loss_cls: 0.3146, loss_bbox: 0.9652, loss_obj: 0.2951, loss: 1.5749 2023-02-25 09:00:28,640 - mmdet - INFO - Epoch [154][700/1111] lr: 4.791e-03, eta: 1 day, 3:53:27, time: 0.540, data_time: 0.034, memory: 27319, loss_cls: 0.3233, loss_bbox: 1.0064, loss_obj: 0.3005, loss: 1.6301 2023-02-25 09:01:01,295 - mmdet - INFO - Epoch [154][750/1111] lr: 4.788e-03, eta: 1 day, 3:52:58, time: 0.653, data_time: 0.028, memory: 27319, loss_cls: 0.3162, loss_bbox: 0.9728, loss_obj: 0.3042, loss: 1.5932 2023-02-25 09:01:34,878 - mmdet - INFO - Epoch [154][800/1111] lr: 4.786e-03, eta: 1 day, 3:52:30, time: 0.672, data_time: 0.025, memory: 27319, loss_cls: 0.3152, loss_bbox: 0.9616, loss_obj: 0.2873, loss: 1.5641 2023-02-25 09:02:04,256 - mmdet - INFO - Epoch [154][850/1111] lr: 4.784e-03, eta: 1 day, 3:51:58, time: 0.587, data_time: 0.027, memory: 27319, loss_cls: 0.3163, loss_bbox: 0.9726, loss_obj: 0.2864, loss: 1.5754 2023-02-25 09:02:33,776 - mmdet - INFO - Epoch [154][900/1111] lr: 4.781e-03, eta: 1 day, 3:51:25, time: 0.590, data_time: 0.033, memory: 27319, loss_cls: 0.3163, loss_bbox: 0.9709, loss_obj: 0.2942, loss: 1.5814 2023-02-25 09:03:02,379 - mmdet - INFO - Epoch [154][950/1111] lr: 4.779e-03, eta: 1 day, 3:50:52, time: 0.572, data_time: 0.025, memory: 27319, loss_cls: 0.3159, loss_bbox: 0.9710, loss_obj: 0.2965, loss: 1.5834 2023-02-25 09:03:30,196 - mmdet - INFO - Epoch [154][1000/1111] lr: 4.776e-03, eta: 1 day, 3:50:19, time: 0.556, data_time: 0.031, memory: 27319, loss_cls: 0.3205, loss_bbox: 0.9892, loss_obj: 0.2878, loss: 1.5975 2023-02-25 09:04:01,883 - mmdet - INFO - Epoch [154][1050/1111] lr: 4.774e-03, eta: 1 day, 3:49:49, time: 0.634, data_time: 0.027, memory: 27319, loss_cls: 0.3126, loss_bbox: 0.9554, loss_obj: 0.2998, loss: 1.5678 2023-02-25 09:04:28,578 - mmdet - INFO - Epoch [154][1100/1111] lr: 4.772e-03, eta: 1 day, 3:49:14, time: 0.534, data_time: 0.025, memory: 27319, loss_cls: 0.3195, loss_bbox: 0.9884, loss_obj: 0.2994, loss: 1.6073 2023-02-25 09:05:21,044 - mmdet - INFO - Epoch [155][50/1111] lr: 4.769e-03, eta: 1 day, 3:48:45, time: 0.932, data_time: 0.284, memory: 27319, loss_cls: 0.3251, loss_bbox: 1.0113, loss_obj: 0.3169, loss: 1.6532 2023-02-25 09:05:51,999 - mmdet - INFO - Epoch [155][100/1111] lr: 4.766e-03, eta: 1 day, 3:48:14, time: 0.619, data_time: 0.027, memory: 27319, loss_cls: 0.3107, loss_bbox: 0.9486, loss_obj: 0.2789, loss: 1.5382 2023-02-25 09:06:25,565 - mmdet - INFO - Epoch [155][150/1111] lr: 4.764e-03, eta: 1 day, 3:47:45, time: 0.671, data_time: 0.026, memory: 27319, loss_cls: 0.3112, loss_bbox: 0.9453, loss_obj: 0.2839, loss: 1.5404 2023-02-25 09:06:57,136 - mmdet - INFO - Epoch [155][200/1111] lr: 4.762e-03, eta: 1 day, 3:47:15, time: 0.631, data_time: 0.027, memory: 27319, loss_cls: 0.3163, loss_bbox: 0.9702, loss_obj: 0.2887, loss: 1.5752 2023-02-25 09:07:25,803 - mmdet - INFO - Epoch [155][250/1111] lr: 4.759e-03, eta: 1 day, 3:46:42, time: 0.573, data_time: 0.031, memory: 27319, loss_cls: 0.3162, loss_bbox: 0.9736, loss_obj: 0.2819, loss: 1.5717 2023-02-25 09:07:57,648 - mmdet - INFO - Epoch [155][300/1111] lr: 4.757e-03, eta: 1 day, 3:46:12, time: 0.637, data_time: 0.025, memory: 27319, loss_cls: 0.3179, loss_bbox: 0.9734, loss_obj: 0.2907, loss: 1.5820 2023-02-25 09:08:30,599 - mmdet - INFO - Epoch [155][350/1111] lr: 4.754e-03, eta: 1 day, 3:45:43, time: 0.659, data_time: 0.029, memory: 27319, loss_cls: 0.3145, loss_bbox: 0.9620, loss_obj: 0.2814, loss: 1.5579 2023-02-25 09:08:59,658 - mmdet - INFO - Epoch [155][400/1111] lr: 4.752e-03, eta: 1 day, 3:45:11, time: 0.581, data_time: 0.034, memory: 27319, loss_cls: 0.3185, loss_bbox: 0.9877, loss_obj: 0.2978, loss: 1.6041 2023-02-25 09:09:30,323 - mmdet - INFO - Epoch [155][450/1111] lr: 4.750e-03, eta: 1 day, 3:44:40, time: 0.613, data_time: 0.029, memory: 27319, loss_cls: 0.3191, loss_bbox: 0.9881, loss_obj: 0.3031, loss: 1.6103 2023-02-25 09:10:01,385 - mmdet - INFO - Epoch [155][500/1111] lr: 4.747e-03, eta: 1 day, 3:44:09, time: 0.621, data_time: 0.031, memory: 27319, loss_cls: 0.3225, loss_bbox: 0.9974, loss_obj: 0.2956, loss: 1.6155 2023-02-25 09:10:31,411 - mmdet - INFO - Epoch [155][550/1111] lr: 4.745e-03, eta: 1 day, 3:43:37, time: 0.600, data_time: 0.028, memory: 27319, loss_cls: 0.3174, loss_bbox: 0.9815, loss_obj: 0.2917, loss: 1.5906 2023-02-25 09:10:57,602 - mmdet - INFO - Epoch [155][600/1111] lr: 4.743e-03, eta: 1 day, 3:43:02, time: 0.524, data_time: 0.036, memory: 27319, loss_cls: 0.3234, loss_bbox: 1.0042, loss_obj: 0.2883, loss: 1.6159 2023-02-25 09:11:26,403 - mmdet - INFO - Epoch [155][650/1111] lr: 4.740e-03, eta: 1 day, 3:42:29, time: 0.576, data_time: 0.030, memory: 27319, loss_cls: 0.3225, loss_bbox: 1.0004, loss_obj: 0.3011, loss: 1.6240 2023-02-25 09:11:53,193 - mmdet - INFO - Epoch [155][700/1111] lr: 4.738e-03, eta: 1 day, 3:41:54, time: 0.536, data_time: 0.033, memory: 27319, loss_cls: 0.3254, loss_bbox: 1.0162, loss_obj: 0.3129, loss: 1.6545 2023-02-25 09:12:20,755 - mmdet - INFO - Epoch [155][750/1111] lr: 4.735e-03, eta: 1 day, 3:41:21, time: 0.551, data_time: 0.032, memory: 27319, loss_cls: 0.3267, loss_bbox: 1.0189, loss_obj: 0.3057, loss: 1.6514 2023-02-25 09:12:51,163 - mmdet - INFO - Epoch [155][800/1111] lr: 4.733e-03, eta: 1 day, 3:40:49, time: 0.608, data_time: 0.027, memory: 27319, loss_cls: 0.3188, loss_bbox: 0.9805, loss_obj: 0.3044, loss: 1.6037 2023-02-25 09:13:23,465 - mmdet - INFO - Epoch [155][850/1111] lr: 4.731e-03, eta: 1 day, 3:40:20, time: 0.646, data_time: 0.027, memory: 27319, loss_cls: 0.3130, loss_bbox: 0.9576, loss_obj: 0.2925, loss: 1.5631 2023-02-25 09:13:54,688 - mmdet - INFO - Epoch [155][900/1111] lr: 4.728e-03, eta: 1 day, 3:39:49, time: 0.624, data_time: 0.029, memory: 27319, loss_cls: 0.3176, loss_bbox: 0.9782, loss_obj: 0.3014, loss: 1.5972 2023-02-25 09:14:24,420 - mmdet - INFO - Epoch [155][950/1111] lr: 4.726e-03, eta: 1 day, 3:39:17, time: 0.595, data_time: 0.032, memory: 27319, loss_cls: 0.3160, loss_bbox: 0.9722, loss_obj: 0.2940, loss: 1.5821 2023-02-25 09:14:51,662 - mmdet - INFO - Epoch [155][1000/1111] lr: 4.723e-03, eta: 1 day, 3:38:43, time: 0.545, data_time: 0.032, memory: 27319, loss_cls: 0.3199, loss_bbox: 0.9941, loss_obj: 0.2961, loss: 1.6101 2023-02-25 09:15:22,319 - mmdet - INFO - Epoch [155][1050/1111] lr: 4.721e-03, eta: 1 day, 3:38:12, time: 0.613, data_time: 0.030, memory: 27319, loss_cls: 0.3135, loss_bbox: 0.9539, loss_obj: 0.2792, loss: 1.5465 2023-02-25 09:15:47,315 - mmdet - INFO - Epoch [155][1100/1111] lr: 4.719e-03, eta: 1 day, 3:37:36, time: 0.500, data_time: 0.030, memory: 27319, loss_cls: 0.3267, loss_bbox: 1.0243, loss_obj: 0.3199, loss: 1.6710 2023-02-25 09:16:39,435 - mmdet - INFO - Epoch [156][50/1111] lr: 4.716e-03, eta: 1 day, 3:37:07, time: 0.950, data_time: 0.260, memory: 27319, loss_cls: 0.3166, loss_bbox: 0.9700, loss_obj: 0.2863, loss: 1.5729 2023-02-25 09:17:08,557 - mmdet - INFO - Epoch [156][100/1111] lr: 4.713e-03, eta: 1 day, 3:36:35, time: 0.582, data_time: 0.028, memory: 27319, loss_cls: 0.3206, loss_bbox: 0.9914, loss_obj: 0.3052, loss: 1.6172 2023-02-25 09:17:38,808 - mmdet - INFO - Epoch [156][150/1111] lr: 4.711e-03, eta: 1 day, 3:36:03, time: 0.605, data_time: 0.029, memory: 27319, loss_cls: 0.3171, loss_bbox: 0.9760, loss_obj: 0.2970, loss: 1.5902 2023-02-25 09:18:08,683 - mmdet - INFO - Epoch [156][200/1111] lr: 4.709e-03, eta: 1 day, 3:35:31, time: 0.597, data_time: 0.032, memory: 27319, loss_cls: 0.3156, loss_bbox: 0.9650, loss_obj: 0.2880, loss: 1.5686 2023-02-25 09:18:41,329 - mmdet - INFO - Epoch [156][250/1111] lr: 4.706e-03, eta: 1 day, 3:35:02, time: 0.653, data_time: 0.026, memory: 27319, loss_cls: 0.3171, loss_bbox: 0.9755, loss_obj: 0.3018, loss: 1.5944 2023-02-25 09:19:10,105 - mmdet - INFO - Epoch [156][300/1111] lr: 4.704e-03, eta: 1 day, 3:34:29, time: 0.575, data_time: 0.030, memory: 27319, loss_cls: 0.3233, loss_bbox: 1.0055, loss_obj: 0.3088, loss: 1.6377 2023-02-25 09:19:43,494 - mmdet - INFO - Epoch [156][350/1111] lr: 4.701e-03, eta: 1 day, 3:34:01, time: 0.668, data_time: 0.027, memory: 27319, loss_cls: 0.3152, loss_bbox: 0.9651, loss_obj: 0.2931, loss: 1.5735 2023-02-25 09:20:13,141 - mmdet - INFO - Epoch [156][400/1111] lr: 4.699e-03, eta: 1 day, 3:33:29, time: 0.593, data_time: 0.031, memory: 27319, loss_cls: 0.3171, loss_bbox: 0.9756, loss_obj: 0.2967, loss: 1.5894 2023-02-25 09:20:41,454 - mmdet - INFO - Epoch [156][450/1111] lr: 4.697e-03, eta: 1 day, 3:32:55, time: 0.566, data_time: 0.031, memory: 27319, loss_cls: 0.3195, loss_bbox: 0.9872, loss_obj: 0.2981, loss: 1.6048 2023-02-25 09:21:15,537 - mmdet - INFO - Epoch [156][500/1111] lr: 4.694e-03, eta: 1 day, 3:32:28, time: 0.682, data_time: 0.025, memory: 27319, loss_cls: 0.3158, loss_bbox: 0.9679, loss_obj: 0.3067, loss: 1.5904 2023-02-25 09:21:50,435 - mmdet - INFO - Epoch [156][550/1111] lr: 4.692e-03, eta: 1 day, 3:32:00, time: 0.698, data_time: 0.026, memory: 27319, loss_cls: 0.3137, loss_bbox: 0.9581, loss_obj: 0.2896, loss: 1.5614 2023-02-25 09:22:21,266 - mmdet - INFO - Epoch [156][600/1111] lr: 4.690e-03, eta: 1 day, 3:31:30, time: 0.616, data_time: 0.027, memory: 27319, loss_cls: 0.3160, loss_bbox: 0.9696, loss_obj: 0.2899, loss: 1.5755 2023-02-25 09:22:50,341 - mmdet - INFO - Epoch [156][650/1111] lr: 4.687e-03, eta: 1 day, 3:30:57, time: 0.582, data_time: 0.032, memory: 27319, loss_cls: 0.3142, loss_bbox: 0.9638, loss_obj: 0.2910, loss: 1.5690 2023-02-25 09:23:20,098 - mmdet - INFO - Epoch [156][700/1111] lr: 4.685e-03, eta: 1 day, 3:30:25, time: 0.595, data_time: 0.029, memory: 27319, loss_cls: 0.3175, loss_bbox: 0.9758, loss_obj: 0.2893, loss: 1.5826 2023-02-25 09:23:54,091 - mmdet - INFO - Epoch [156][750/1111] lr: 4.682e-03, eta: 1 day, 3:29:57, time: 0.680, data_time: 0.026, memory: 27319, loss_cls: 0.3137, loss_bbox: 0.9590, loss_obj: 0.2909, loss: 1.5636 2023-02-25 09:24:27,747 - mmdet - INFO - Epoch [156][800/1111] lr: 4.680e-03, eta: 1 day, 3:29:29, time: 0.673, data_time: 0.025, memory: 27319, loss_cls: 0.3160, loss_bbox: 0.9693, loss_obj: 0.2884, loss: 1.5737 2023-02-25 09:25:00,524 - mmdet - INFO - Epoch [156][850/1111] lr: 4.678e-03, eta: 1 day, 3:29:00, time: 0.655, data_time: 0.027, memory: 27319, loss_cls: 0.3121, loss_bbox: 0.9535, loss_obj: 0.2912, loss: 1.5568 2023-02-25 09:25:34,718 - mmdet - INFO - Epoch [156][900/1111] lr: 4.675e-03, eta: 1 day, 3:28:32, time: 0.684, data_time: 0.027, memory: 27319, loss_cls: 0.3123, loss_bbox: 0.9517, loss_obj: 0.2745, loss: 1.5385 2023-02-25 09:26:02,665 - mmdet - INFO - Epoch [156][950/1111] lr: 4.673e-03, eta: 1 day, 3:27:58, time: 0.559, data_time: 0.037, memory: 27319, loss_cls: 0.3226, loss_bbox: 1.0034, loss_obj: 0.2979, loss: 1.6239 2023-02-25 09:26:33,180 - mmdet - INFO - Epoch [156][1000/1111] lr: 4.671e-03, eta: 1 day, 3:27:27, time: 0.610, data_time: 0.031, memory: 27319, loss_cls: 0.3167, loss_bbox: 0.9785, loss_obj: 0.2918, loss: 1.5870 2023-02-25 09:27:05,340 - mmdet - INFO - Epoch [156][1050/1111] lr: 4.668e-03, eta: 1 day, 3:26:57, time: 0.643, data_time: 0.028, memory: 27319, loss_cls: 0.3150, loss_bbox: 0.9644, loss_obj: 0.2981, loss: 1.5775 2023-02-25 09:27:33,599 - mmdet - INFO - Epoch [156][1100/1111] lr: 4.666e-03, eta: 1 day, 3:26:24, time: 0.565, data_time: 0.029, memory: 27319, loss_cls: 0.3195, loss_bbox: 0.9934, loss_obj: 0.3003, loss: 1.6133 2023-02-25 09:28:23,730 - mmdet - INFO - Epoch [157][50/1111] lr: 4.663e-03, eta: 1 day, 3:25:52, time: 0.882, data_time: 0.279, memory: 27319, loss_cls: 0.3242, loss_bbox: 1.0138, loss_obj: 0.3034, loss: 1.6414 2023-02-25 09:28:52,417 - mmdet - INFO - Epoch [157][100/1111] lr: 4.660e-03, eta: 1 day, 3:25:20, time: 0.574, data_time: 0.033, memory: 27319, loss_cls: 0.3279, loss_bbox: 1.0296, loss_obj: 0.3047, loss: 1.6622 2023-02-25 09:29:23,877 - mmdet - INFO - Epoch [157][150/1111] lr: 4.658e-03, eta: 1 day, 3:24:49, time: 0.629, data_time: 0.035, memory: 27319, loss_cls: 0.3171, loss_bbox: 0.9756, loss_obj: 0.2973, loss: 1.5901 2023-02-25 09:29:52,544 - mmdet - INFO - Epoch [157][200/1111] lr: 4.656e-03, eta: 1 day, 3:24:16, time: 0.573, data_time: 0.030, memory: 27319, loss_cls: 0.3233, loss_bbox: 1.0081, loss_obj: 0.3129, loss: 1.6443 2023-02-25 09:30:24,273 - mmdet - INFO - Epoch [157][250/1111] lr: 4.653e-03, eta: 1 day, 3:23:46, time: 0.635, data_time: 0.026, memory: 27319, loss_cls: 0.3186, loss_bbox: 0.9789, loss_obj: 0.3091, loss: 1.6066 2023-02-25 09:30:51,261 - mmdet - INFO - Epoch [157][300/1111] lr: 4.651e-03, eta: 1 day, 3:23:12, time: 0.540, data_time: 0.032, memory: 27319, loss_cls: 0.3275, loss_bbox: 1.0247, loss_obj: 0.3129, loss: 1.6651 2023-02-25 09:31:21,024 - mmdet - INFO - Epoch [157][350/1111] lr: 4.649e-03, eta: 1 day, 3:22:40, time: 0.595, data_time: 0.034, memory: 27319, loss_cls: 0.3198, loss_bbox: 0.9844, loss_obj: 0.2937, loss: 1.5979 2023-02-25 09:31:53,537 - mmdet - INFO - Epoch [157][400/1111] lr: 4.646e-03, eta: 1 day, 3:22:11, time: 0.650, data_time: 0.024, memory: 27319, loss_cls: 0.3130, loss_bbox: 0.9565, loss_obj: 0.2968, loss: 1.5663 2023-02-25 09:32:23,595 - mmdet - INFO - Epoch [157][450/1111] lr: 4.644e-03, eta: 1 day, 3:21:39, time: 0.601, data_time: 0.029, memory: 27319, loss_cls: 0.3199, loss_bbox: 0.9916, loss_obj: 0.3022, loss: 1.6138 2023-02-25 09:32:55,402 - mmdet - INFO - Epoch [157][500/1111] lr: 4.641e-03, eta: 1 day, 3:21:09, time: 0.636, data_time: 0.028, memory: 27319, loss_cls: 0.3148, loss_bbox: 0.9671, loss_obj: 0.3018, loss: 1.5836 2023-02-25 09:33:26,478 - mmdet - INFO - Epoch [157][550/1111] lr: 4.639e-03, eta: 1 day, 3:20:38, time: 0.622, data_time: 0.029, memory: 27319, loss_cls: 0.3157, loss_bbox: 0.9735, loss_obj: 0.2903, loss: 1.5796 2023-02-25 09:33:54,058 - mmdet - INFO - Epoch [157][600/1111] lr: 4.637e-03, eta: 1 day, 3:20:04, time: 0.552, data_time: 0.028, memory: 27319, loss_cls: 0.3204, loss_bbox: 0.9934, loss_obj: 0.2972, loss: 1.6111 2023-02-25 09:34:21,499 - mmdet - INFO - Epoch [157][650/1111] lr: 4.634e-03, eta: 1 day, 3:19:30, time: 0.549, data_time: 0.032, memory: 27319, loss_cls: 0.3206, loss_bbox: 1.0006, loss_obj: 0.3036, loss: 1.6248 2023-02-25 09:34:54,579 - mmdet - INFO - Epoch [157][700/1111] lr: 4.632e-03, eta: 1 day, 3:19:01, time: 0.662, data_time: 0.025, memory: 27319, loss_cls: 0.3146, loss_bbox: 0.9629, loss_obj: 0.2928, loss: 1.5703 2023-02-25 09:35:27,163 - mmdet - INFO - Epoch [157][750/1111] lr: 4.630e-03, eta: 1 day, 3:18:32, time: 0.652, data_time: 0.026, memory: 27319, loss_cls: 0.3120, loss_bbox: 0.9505, loss_obj: 0.2881, loss: 1.5506 2023-02-25 09:35:55,694 - mmdet - INFO - Epoch [157][800/1111] lr: 4.627e-03, eta: 1 day, 3:17:59, time: 0.571, data_time: 0.029, memory: 27319, loss_cls: 0.3174, loss_bbox: 0.9796, loss_obj: 0.2812, loss: 1.5782 2023-02-25 09:36:27,571 - mmdet - INFO - Epoch [157][850/1111] lr: 4.625e-03, eta: 1 day, 3:17:29, time: 0.638, data_time: 0.025, memory: 27319, loss_cls: 0.3106, loss_bbox: 0.9457, loss_obj: 0.2856, loss: 1.5420 2023-02-25 09:36:57,800 - mmdet - INFO - Epoch [157][900/1111] lr: 4.622e-03, eta: 1 day, 3:16:58, time: 0.605, data_time: 0.027, memory: 27319, loss_cls: 0.3164, loss_bbox: 0.9710, loss_obj: 0.2862, loss: 1.5737 2023-02-25 09:37:31,443 - mmdet - INFO - Epoch [157][950/1111] lr: 4.620e-03, eta: 1 day, 3:16:29, time: 0.673, data_time: 0.028, memory: 27319, loss_cls: 0.3193, loss_bbox: 0.9829, loss_obj: 0.3072, loss: 1.6094 2023-02-25 09:38:03,937 - mmdet - INFO - Epoch [157][1000/1111] lr: 4.618e-03, eta: 1 day, 3:16:00, time: 0.650, data_time: 0.025, memory: 27319, loss_cls: 0.3114, loss_bbox: 0.9451, loss_obj: 0.2784, loss: 1.5349 2023-02-25 09:38:34,175 - mmdet - INFO - Epoch [157][1050/1111] lr: 4.615e-03, eta: 1 day, 3:15:29, time: 0.605, data_time: 0.028, memory: 27319, loss_cls: 0.3149, loss_bbox: 0.9718, loss_obj: 0.2909, loss: 1.5776 2023-02-25 09:39:05,223 - mmdet - INFO - Epoch [157][1100/1111] lr: 4.613e-03, eta: 1 day, 3:14:58, time: 0.621, data_time: 0.025, memory: 27319, loss_cls: 0.3080, loss_bbox: 0.9317, loss_obj: 0.2759, loss: 1.5156 2023-02-25 09:40:00,708 - mmdet - INFO - Epoch [158][50/1111] lr: 4.610e-03, eta: 1 day, 3:14:30, time: 0.966, data_time: 0.291, memory: 27319, loss_cls: 0.3141, loss_bbox: 0.9666, loss_obj: 0.2848, loss: 1.5655 2023-02-25 09:40:29,139 - mmdet - INFO - Epoch [158][100/1111] lr: 4.608e-03, eta: 1 day, 3:13:57, time: 0.569, data_time: 0.032, memory: 27319, loss_cls: 0.3230, loss_bbox: 1.0055, loss_obj: 0.2917, loss: 1.6203 2023-02-25 09:40:59,402 - mmdet - INFO - Epoch [158][150/1111] lr: 4.605e-03, eta: 1 day, 3:13:25, time: 0.605, data_time: 0.027, memory: 27319, loss_cls: 0.3157, loss_bbox: 0.9736, loss_obj: 0.2891, loss: 1.5784 2023-02-25 09:41:33,539 - mmdet - INFO - Epoch [158][200/1111] lr: 4.603e-03, eta: 1 day, 3:12:57, time: 0.683, data_time: 0.024, memory: 27319, loss_cls: 0.3114, loss_bbox: 0.9478, loss_obj: 0.2850, loss: 1.5442 2023-02-25 09:42:06,949 - mmdet - INFO - Epoch [158][250/1111] lr: 4.601e-03, eta: 1 day, 3:12:29, time: 0.668, data_time: 0.028, memory: 27319, loss_cls: 0.3192, loss_bbox: 0.9878, loss_obj: 0.2950, loss: 1.6020 2023-02-25 09:42:35,039 - mmdet - INFO - Epoch [158][300/1111] lr: 4.598e-03, eta: 1 day, 3:11:55, time: 0.562, data_time: 0.030, memory: 27319, loss_cls: 0.3213, loss_bbox: 0.9983, loss_obj: 0.3029, loss: 1.6225 2023-02-25 09:43:05,546 - mmdet - INFO - Epoch [158][350/1111] lr: 4.596e-03, eta: 1 day, 3:11:24, time: 0.610, data_time: 0.030, memory: 27319, loss_cls: 0.3186, loss_bbox: 0.9840, loss_obj: 0.3033, loss: 1.6058 2023-02-25 09:43:37,835 - mmdet - INFO - Epoch [158][400/1111] lr: 4.593e-03, eta: 1 day, 3:10:55, time: 0.646, data_time: 0.025, memory: 27319, loss_cls: 0.3184, loss_bbox: 0.9818, loss_obj: 0.3077, loss: 1.6078 2023-02-25 09:44:06,673 - mmdet - INFO - Epoch [158][450/1111] lr: 4.591e-03, eta: 1 day, 3:10:22, time: 0.577, data_time: 0.031, memory: 27319, loss_cls: 0.3235, loss_bbox: 1.0079, loss_obj: 0.3018, loss: 1.6333 2023-02-25 09:44:37,860 - mmdet - INFO - Epoch [158][500/1111] lr: 4.589e-03, eta: 1 day, 3:09:51, time: 0.624, data_time: 0.026, memory: 27319, loss_cls: 0.3154, loss_bbox: 0.9642, loss_obj: 0.2918, loss: 1.5714 2023-02-25 09:45:07,370 - mmdet - INFO - Epoch [158][550/1111] lr: 4.586e-03, eta: 1 day, 3:09:19, time: 0.590, data_time: 0.031, memory: 27319, loss_cls: 0.3160, loss_bbox: 0.9762, loss_obj: 0.2943, loss: 1.5865 2023-02-25 09:45:37,858 - mmdet - INFO - Epoch [158][600/1111] lr: 4.584e-03, eta: 1 day, 3:08:48, time: 0.610, data_time: 0.024, memory: 27319, loss_cls: 0.3187, loss_bbox: 0.9883, loss_obj: 0.3024, loss: 1.6093 2023-02-25 09:46:10,831 - mmdet - INFO - Epoch [158][650/1111] lr: 4.582e-03, eta: 1 day, 3:08:19, time: 0.659, data_time: 0.028, memory: 27319, loss_cls: 0.3160, loss_bbox: 0.9669, loss_obj: 0.2996, loss: 1.5825 2023-02-25 09:46:46,432 - mmdet - INFO - Epoch [158][700/1111] lr: 4.579e-03, eta: 1 day, 3:07:52, time: 0.712, data_time: 0.022, memory: 27319, loss_cls: 0.3076, loss_bbox: 0.9324, loss_obj: 0.2765, loss: 1.5164 2023-02-25 09:47:15,596 - mmdet - INFO - Epoch [158][750/1111] lr: 4.577e-03, eta: 1 day, 3:07:20, time: 0.583, data_time: 0.030, memory: 27319, loss_cls: 0.3175, loss_bbox: 0.9810, loss_obj: 0.2912, loss: 1.5898 2023-02-25 09:47:45,287 - mmdet - INFO - Epoch [158][800/1111] lr: 4.574e-03, eta: 1 day, 3:06:48, time: 0.594, data_time: 0.027, memory: 27319, loss_cls: 0.3182, loss_bbox: 0.9816, loss_obj: 0.2897, loss: 1.5895 2023-02-25 09:48:14,305 - mmdet - INFO - Epoch [158][850/1111] lr: 4.572e-03, eta: 1 day, 3:06:16, time: 0.580, data_time: 0.039, memory: 27319, loss_cls: 0.3244, loss_bbox: 1.0137, loss_obj: 0.3043, loss: 1.6424 2023-02-25 09:48:45,030 - mmdet - INFO - Epoch [158][900/1111] lr: 4.570e-03, eta: 1 day, 3:05:45, time: 0.615, data_time: 0.026, memory: 27319, loss_cls: 0.3155, loss_bbox: 0.9707, loss_obj: 0.2948, loss: 1.5809 2023-02-25 09:49:13,900 - mmdet - INFO - Epoch [158][950/1111] lr: 4.567e-03, eta: 1 day, 3:05:12, time: 0.577, data_time: 0.033, memory: 27319, loss_cls: 0.3173, loss_bbox: 0.9789, loss_obj: 0.2836, loss: 1.5798 2023-02-25 09:49:45,561 - mmdet - INFO - Epoch [158][1000/1111] lr: 4.565e-03, eta: 1 day, 3:04:42, time: 0.633, data_time: 0.032, memory: 27319, loss_cls: 0.3211, loss_bbox: 0.9929, loss_obj: 0.3035, loss: 1.6175 2023-02-25 09:50:19,392 - mmdet - INFO - Epoch [158][1050/1111] lr: 4.563e-03, eta: 1 day, 3:04:13, time: 0.677, data_time: 0.028, memory: 27319, loss_cls: 0.3182, loss_bbox: 0.9820, loss_obj: 0.3081, loss: 1.6084 2023-02-25 09:50:46,531 - mmdet - INFO - Epoch [158][1100/1111] lr: 4.560e-03, eta: 1 day, 3:03:39, time: 0.543, data_time: 0.031, memory: 27319, loss_cls: 0.3114, loss_bbox: 0.9555, loss_obj: 0.2959, loss: 1.5627 2023-02-25 09:51:42,458 - mmdet - INFO - Epoch [159][50/1111] lr: 4.557e-03, eta: 1 day, 3:03:12, time: 0.984, data_time: 0.273, memory: 27319, loss_cls: 0.3178, loss_bbox: 0.9811, loss_obj: 0.3003, loss: 1.5992 2023-02-25 09:52:13,233 - mmdet - INFO - Epoch [159][100/1111] lr: 4.555e-03, eta: 1 day, 3:02:41, time: 0.615, data_time: 0.029, memory: 27319, loss_cls: 0.3131, loss_bbox: 0.9630, loss_obj: 0.2948, loss: 1.5710 2023-02-25 09:52:42,955 - mmdet - INFO - Epoch [159][150/1111] lr: 4.553e-03, eta: 1 day, 3:02:09, time: 0.594, data_time: 0.030, memory: 27319, loss_cls: 0.3134, loss_bbox: 0.9575, loss_obj: 0.2846, loss: 1.5555 2023-02-25 09:53:12,125 - mmdet - INFO - Epoch [159][200/1111] lr: 4.550e-03, eta: 1 day, 3:01:37, time: 0.583, data_time: 0.031, memory: 27319, loss_cls: 0.3166, loss_bbox: 0.9792, loss_obj: 0.2906, loss: 1.5865 2023-02-25 09:53:45,184 - mmdet - INFO - Epoch [159][250/1111] lr: 4.548e-03, eta: 1 day, 3:01:08, time: 0.661, data_time: 0.025, memory: 27319, loss_cls: 0.3084, loss_bbox: 0.9358, loss_obj: 0.2801, loss: 1.5243 2023-02-25 09:54:20,352 - mmdet - INFO - Epoch [159][300/1111] lr: 4.545e-03, eta: 1 day, 3:00:41, time: 0.703, data_time: 0.027, memory: 27319, loss_cls: 0.3113, loss_bbox: 0.9491, loss_obj: 0.2919, loss: 1.5523 2023-02-25 09:54:52,208 - mmdet - INFO - Epoch [159][350/1111] lr: 4.543e-03, eta: 1 day, 3:00:11, time: 0.637, data_time: 0.026, memory: 27319, loss_cls: 0.3168, loss_bbox: 0.9723, loss_obj: 0.2879, loss: 1.5770 2023-02-25 09:55:20,880 - mmdet - INFO - Epoch [159][400/1111] lr: 4.541e-03, eta: 1 day, 2:59:38, time: 0.573, data_time: 0.034, memory: 27319, loss_cls: 0.3252, loss_bbox: 1.0163, loss_obj: 0.3001, loss: 1.6416 2023-02-25 09:55:52,374 - mmdet - INFO - Epoch [159][450/1111] lr: 4.538e-03, eta: 1 day, 2:59:07, time: 0.630, data_time: 0.032, memory: 27319, loss_cls: 0.3148, loss_bbox: 0.9676, loss_obj: 0.2887, loss: 1.5711 2023-02-25 09:56:21,431 - mmdet - INFO - Epoch [159][500/1111] lr: 4.536e-03, eta: 1 day, 2:58:35, time: 0.581, data_time: 0.027, memory: 27319, loss_cls: 0.3228, loss_bbox: 1.0044, loss_obj: 0.3086, loss: 1.6358 2023-02-25 09:56:53,124 - mmdet - INFO - Epoch [159][550/1111] lr: 4.534e-03, eta: 1 day, 2:58:05, time: 0.634, data_time: 0.030, memory: 27319, loss_cls: 0.3182, loss_bbox: 0.9794, loss_obj: 0.2958, loss: 1.5933 2023-02-25 09:57:23,597 - mmdet - INFO - Epoch [159][600/1111] lr: 4.531e-03, eta: 1 day, 2:57:34, time: 0.609, data_time: 0.030, memory: 27319, loss_cls: 0.3121, loss_bbox: 0.9543, loss_obj: 0.2844, loss: 1.5509 2023-02-25 09:57:52,503 - mmdet - INFO - Epoch [159][650/1111] lr: 4.529e-03, eta: 1 day, 2:57:01, time: 0.578, data_time: 0.028, memory: 27319, loss_cls: 0.3186, loss_bbox: 0.9909, loss_obj: 0.3101, loss: 1.6197 2023-02-25 09:58:19,825 - mmdet - INFO - Epoch [159][700/1111] lr: 4.526e-03, eta: 1 day, 2:56:27, time: 0.546, data_time: 0.032, memory: 27319, loss_cls: 0.3204, loss_bbox: 0.9956, loss_obj: 0.3039, loss: 1.6200 2023-02-25 09:58:54,895 - mmdet - INFO - Epoch [159][750/1111] lr: 4.524e-03, eta: 1 day, 2:56:00, time: 0.701, data_time: 0.028, memory: 27319, loss_cls: 0.3133, loss_bbox: 0.9548, loss_obj: 0.2850, loss: 1.5531 2023-02-25 09:59:28,442 - mmdet - INFO - Epoch [159][800/1111] lr: 4.522e-03, eta: 1 day, 2:55:31, time: 0.671, data_time: 0.029, memory: 27319, loss_cls: 0.3134, loss_bbox: 0.9600, loss_obj: 0.2849, loss: 1.5582 2023-02-25 10:00:00,372 - mmdet - INFO - Epoch [159][850/1111] lr: 4.519e-03, eta: 1 day, 2:55:01, time: 0.639, data_time: 0.025, memory: 27319, loss_cls: 0.3110, loss_bbox: 0.9517, loss_obj: 0.2878, loss: 1.5506 2023-02-25 10:00:27,848 - mmdet - INFO - Epoch [159][900/1111] lr: 4.517e-03, eta: 1 day, 2:54:27, time: 0.549, data_time: 0.032, memory: 27319, loss_cls: 0.3162, loss_bbox: 0.9734, loss_obj: 0.2891, loss: 1.5787 2023-02-25 10:01:01,867 - mmdet - INFO - Epoch [159][950/1111] lr: 4.515e-03, eta: 1 day, 2:53:59, time: 0.680, data_time: 0.031, memory: 27319, loss_cls: 0.3124, loss_bbox: 0.9515, loss_obj: 0.3004, loss: 1.5642 2023-02-25 10:01:30,136 - mmdet - INFO - Epoch [159][1000/1111] lr: 4.512e-03, eta: 1 day, 2:53:26, time: 0.565, data_time: 0.026, memory: 27319, loss_cls: 0.3132, loss_bbox: 0.9567, loss_obj: 0.2710, loss: 1.5410 2023-02-25 10:02:04,802 - mmdet - INFO - Epoch [159][1050/1111] lr: 4.510e-03, eta: 1 day, 2:52:59, time: 0.693, data_time: 0.029, memory: 27319, loss_cls: 0.3116, loss_bbox: 0.9540, loss_obj: 0.2832, loss: 1.5488 2023-02-25 10:02:33,652 - mmdet - INFO - Epoch [159][1100/1111] lr: 4.507e-03, eta: 1 day, 2:52:26, time: 0.577, data_time: 0.029, memory: 27319, loss_cls: 0.3119, loss_bbox: 0.9586, loss_obj: 0.2895, loss: 1.5600 2023-02-25 10:03:26,105 - mmdet - INFO - Epoch [160][50/1111] lr: 4.505e-03, eta: 1 day, 2:51:57, time: 0.955, data_time: 0.259, memory: 27319, loss_cls: 0.3153, loss_bbox: 0.9671, loss_obj: 0.2828, loss: 1.5652 2023-02-25 10:03:57,837 - mmdet - INFO - Epoch [160][100/1111] lr: 4.502e-03, eta: 1 day, 2:51:27, time: 0.635, data_time: 0.033, memory: 27319, loss_cls: 0.3167, loss_bbox: 0.9744, loss_obj: 0.2854, loss: 1.5765 2023-02-25 10:04:30,197 - mmdet - INFO - Epoch [160][150/1111] lr: 4.500e-03, eta: 1 day, 2:50:58, time: 0.647, data_time: 0.027, memory: 27319, loss_cls: 0.3110, loss_bbox: 0.9476, loss_obj: 0.2855, loss: 1.5441 2023-02-25 10:04:56,120 - mmdet - INFO - Epoch [160][200/1111] lr: 4.497e-03, eta: 1 day, 2:50:22, time: 0.518, data_time: 0.032, memory: 27319, loss_cls: 0.3257, loss_bbox: 1.0177, loss_obj: 0.3006, loss: 1.6440 2023-02-25 10:05:29,867 - mmdet - INFO - Epoch [160][250/1111] lr: 4.495e-03, eta: 1 day, 2:49:54, time: 0.675, data_time: 0.035, memory: 27319, loss_cls: 0.3129, loss_bbox: 0.9561, loss_obj: 0.2880, loss: 1.5571 2023-02-25 10:06:04,535 - mmdet - INFO - Epoch [160][300/1111] lr: 4.493e-03, eta: 1 day, 2:49:26, time: 0.693, data_time: 0.026, memory: 27319, loss_cls: 0.3038, loss_bbox: 0.9119, loss_obj: 0.2673, loss: 1.4830 2023-02-25 10:06:38,482 - mmdet - INFO - Epoch [160][350/1111] lr: 4.490e-03, eta: 1 day, 2:48:58, time: 0.679, data_time: 0.025, memory: 27319, loss_cls: 0.3104, loss_bbox: 0.9415, loss_obj: 0.2878, loss: 1.5397 2023-02-25 10:07:14,031 - mmdet - INFO - Epoch [160][400/1111] lr: 4.488e-03, eta: 1 day, 2:48:31, time: 0.711, data_time: 0.027, memory: 27319, loss_cls: 0.3106, loss_bbox: 0.9473, loss_obj: 0.2782, loss: 1.5361 2023-02-25 10:07:46,220 - mmdet - INFO - Epoch [160][450/1111] lr: 4.486e-03, eta: 1 day, 2:48:02, time: 0.644, data_time: 0.027, memory: 27319, loss_cls: 0.3147, loss_bbox: 0.9682, loss_obj: 0.3046, loss: 1.5875 2023-02-25 10:08:14,386 - mmdet - INFO - Epoch [160][500/1111] lr: 4.483e-03, eta: 1 day, 2:47:28, time: 0.563, data_time: 0.031, memory: 27319, loss_cls: 0.3172, loss_bbox: 0.9788, loss_obj: 0.2884, loss: 1.5844 2023-02-25 10:08:43,400 - mmdet - INFO - Epoch [160][550/1111] lr: 4.481e-03, eta: 1 day, 2:46:56, time: 0.580, data_time: 0.030, memory: 27319, loss_cls: 0.3139, loss_bbox: 0.9655, loss_obj: 0.2884, loss: 1.5678 2023-02-25 10:09:16,736 - mmdet - INFO - Epoch [160][600/1111] lr: 4.479e-03, eta: 1 day, 2:46:27, time: 0.667, data_time: 0.026, memory: 27319, loss_cls: 0.3169, loss_bbox: 0.9710, loss_obj: 0.2915, loss: 1.5795 2023-02-25 10:09:49,424 - mmdet - INFO - Epoch [160][650/1111] lr: 4.476e-03, eta: 1 day, 2:45:58, time: 0.654, data_time: 0.032, memory: 27319, loss_cls: 0.3120, loss_bbox: 0.9562, loss_obj: 0.2865, loss: 1.5547 2023-02-25 10:10:16,861 - mmdet - INFO - Epoch [160][700/1111] lr: 4.474e-03, eta: 1 day, 2:45:24, time: 0.549, data_time: 0.026, memory: 27319, loss_cls: 0.3177, loss_bbox: 0.9823, loss_obj: 0.2908, loss: 1.5908 2023-02-25 10:10:43,298 - mmdet - INFO - Epoch [160][750/1111] lr: 4.471e-03, eta: 1 day, 2:44:49, time: 0.529, data_time: 0.037, memory: 27319, loss_cls: 0.3213, loss_bbox: 1.0032, loss_obj: 0.3027, loss: 1.6272 2023-02-25 10:11:15,821 - mmdet - INFO - Epoch [160][800/1111] lr: 4.469e-03, eta: 1 day, 2:44:20, time: 0.650, data_time: 0.027, memory: 27319, loss_cls: 0.3117, loss_bbox: 0.9542, loss_obj: 0.2992, loss: 1.5651 2023-02-25 10:11:45,841 - mmdet - INFO - Epoch [160][850/1111] lr: 4.467e-03, eta: 1 day, 2:43:48, time: 0.600, data_time: 0.031, memory: 27319, loss_cls: 0.3176, loss_bbox: 0.9757, loss_obj: 0.2896, loss: 1.5829 2023-02-25 10:12:14,273 - mmdet - INFO - Epoch [160][900/1111] lr: 4.464e-03, eta: 1 day, 2:43:15, time: 0.568, data_time: 0.034, memory: 27319, loss_cls: 0.3185, loss_bbox: 0.9833, loss_obj: 0.3034, loss: 1.6052 2023-02-25 10:12:45,126 - mmdet - INFO - Epoch [160][950/1111] lr: 4.462e-03, eta: 1 day, 2:42:44, time: 0.617, data_time: 0.033, memory: 27319, loss_cls: 0.3180, loss_bbox: 0.9785, loss_obj: 0.2983, loss: 1.5949 2023-02-25 10:13:14,275 - mmdet - INFO - Epoch [160][1000/1111] lr: 4.460e-03, eta: 1 day, 2:42:12, time: 0.583, data_time: 0.031, memory: 27319, loss_cls: 0.3156, loss_bbox: 0.9719, loss_obj: 0.2891, loss: 1.5766 2023-02-25 10:13:42,624 - mmdet - INFO - Epoch [160][1050/1111] lr: 4.457e-03, eta: 1 day, 2:41:39, time: 0.567, data_time: 0.038, memory: 27319, loss_cls: 0.3146, loss_bbox: 0.9673, loss_obj: 0.2814, loss: 1.5633 2023-02-25 10:14:11,820 - mmdet - INFO - Epoch [160][1100/1111] lr: 4.455e-03, eta: 1 day, 2:41:06, time: 0.584, data_time: 0.028, memory: 27319, loss_cls: 0.3192, loss_bbox: 0.9871, loss_obj: 0.2914, loss: 1.5977 2023-02-25 10:14:19,097 - mmdet - INFO - Saving checkpoint at 160 epochs 2023-02-25 10:17:20,243 - mmdet - INFO - Evaluating bbox... 2023-02-25 10:17:35,260 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.895 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.969 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.939 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.086 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.783 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.945 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.914 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.914 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.914 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.235 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.842 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.958 2023-02-25 10:17:35,480 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_150.pth was removed 2023-02-25 10:17:37,922 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_160.pth. 2023-02-25 10:17:37,922 - mmdet - INFO - Best bbox_mAP is 0.8954 at 160 epoch. 2023-02-25 10:17:37,922 - mmdet - INFO - Exp name: yolox_x.py 2023-02-25 10:17:37,922 - mmdet - INFO - Epoch(val) [160][4200] bbox_mAP: 0.8954, bbox_mAP_50: 0.9691, bbox_mAP_75: 0.9386, bbox_mAP_s: 0.0865, bbox_mAP_m: 0.7828, bbox_mAP_l: 0.9451, bbox_mAP_copypaste: 0.8954 0.9691 0.9386 0.0865 0.7828 0.9451 2023-02-25 10:18:13,767 - mmdet - INFO - Epoch [161][50/1111] lr: 4.452e-03, eta: 1 day, 2:40:27, time: 0.716, data_time: 0.175, memory: 27319, loss_cls: 0.3189, loss_bbox: 0.9874, loss_obj: 0.2916, loss: 1.5979 2023-02-25 10:18:46,061 - mmdet - INFO - Epoch [161][100/1111] lr: 4.450e-03, eta: 1 day, 2:39:57, time: 0.646, data_time: 0.026, memory: 27319, loss_cls: 0.3142, loss_bbox: 0.9643, loss_obj: 0.2867, loss: 1.5652 2023-02-25 10:19:17,962 - mmdet - INFO - Epoch [161][150/1111] lr: 4.447e-03, eta: 1 day, 2:39:27, time: 0.638, data_time: 0.031, memory: 27319, loss_cls: 0.3158, loss_bbox: 0.9709, loss_obj: 0.2858, loss: 1.5725 2023-02-25 10:19:51,334 - mmdet - INFO - Epoch [161][200/1111] lr: 4.445e-03, eta: 1 day, 2:38:59, time: 0.667, data_time: 0.030, memory: 27319, loss_cls: 0.3134, loss_bbox: 0.9601, loss_obj: 0.2940, loss: 1.5675 2023-02-25 10:20:20,871 - mmdet - INFO - Epoch [161][250/1111] lr: 4.443e-03, eta: 1 day, 2:38:27, time: 0.591, data_time: 0.028, memory: 27319, loss_cls: 0.3118, loss_bbox: 0.9559, loss_obj: 0.2930, loss: 1.5607 2023-02-25 10:20:53,663 - mmdet - INFO - Epoch [161][300/1111] lr: 4.440e-03, eta: 1 day, 2:37:57, time: 0.656, data_time: 0.025, memory: 27319, loss_cls: 0.3160, loss_bbox: 0.9710, loss_obj: 0.2950, loss: 1.5819 2023-02-25 10:21:23,928 - mmdet - INFO - Epoch [161][350/1111] lr: 4.438e-03, eta: 1 day, 2:37:26, time: 0.605, data_time: 0.032, memory: 27319, loss_cls: 0.3158, loss_bbox: 0.9673, loss_obj: 0.2899, loss: 1.5731 2023-02-25 10:22:00,244 - mmdet - INFO - Epoch [161][400/1111] lr: 4.435e-03, eta: 1 day, 2:37:00, time: 0.726, data_time: 0.026, memory: 27319, loss_cls: 0.3074, loss_bbox: 0.9282, loss_obj: 0.2807, loss: 1.5163 2023-02-25 10:22:33,054 - mmdet - INFO - Epoch [161][450/1111] lr: 4.433e-03, eta: 1 day, 2:36:31, time: 0.656, data_time: 0.024, memory: 27319, loss_cls: 0.3110, loss_bbox: 0.9476, loss_obj: 0.2836, loss: 1.5423 2023-02-25 10:23:07,924 - mmdet - INFO - Epoch [161][500/1111] lr: 4.431e-03, eta: 1 day, 2:36:03, time: 0.697, data_time: 0.029, memory: 27319, loss_cls: 0.3136, loss_bbox: 0.9579, loss_obj: 0.2926, loss: 1.5641 2023-02-25 10:23:38,371 - mmdet - INFO - Epoch [161][550/1111] lr: 4.428e-03, eta: 1 day, 2:35:32, time: 0.609, data_time: 0.026, memory: 27319, loss_cls: 0.3157, loss_bbox: 0.9724, loss_obj: 0.3006, loss: 1.5888 2023-02-25 10:24:06,854 - mmdet - INFO - Epoch [161][600/1111] lr: 4.426e-03, eta: 1 day, 2:34:59, time: 0.569, data_time: 0.033, memory: 27319, loss_cls: 0.3169, loss_bbox: 0.9759, loss_obj: 0.2868, loss: 1.5796 2023-02-25 10:24:39,733 - mmdet - INFO - Epoch [161][650/1111] lr: 4.424e-03, eta: 1 day, 2:34:30, time: 0.658, data_time: 0.029, memory: 27319, loss_cls: 0.3165, loss_bbox: 0.9691, loss_obj: 0.2943, loss: 1.5799 2023-02-25 10:25:07,985 - mmdet - INFO - Epoch [161][700/1111] lr: 4.421e-03, eta: 1 day, 2:33:57, time: 0.565, data_time: 0.034, memory: 27319, loss_cls: 0.3194, loss_bbox: 0.9905, loss_obj: 0.2963, loss: 1.6062 2023-02-25 10:25:41,870 - mmdet - INFO - Epoch [161][750/1111] lr: 4.419e-03, eta: 1 day, 2:33:28, time: 0.678, data_time: 0.025, memory: 27319, loss_cls: 0.3051, loss_bbox: 0.9199, loss_obj: 0.2671, loss: 1.4921 2023-02-25 10:26:13,635 - mmdet - INFO - Epoch [161][800/1111] lr: 4.417e-03, eta: 1 day, 2:32:58, time: 0.635, data_time: 0.029, memory: 27319, loss_cls: 0.3196, loss_bbox: 0.9878, loss_obj: 0.3093, loss: 1.6167 2023-02-25 10:26:43,424 - mmdet - INFO - Epoch [161][850/1111] lr: 4.414e-03, eta: 1 day, 2:32:26, time: 0.596, data_time: 0.032, memory: 27319, loss_cls: 0.3184, loss_bbox: 0.9793, loss_obj: 0.2975, loss: 1.5952 2023-02-25 10:27:13,161 - mmdet - INFO - Epoch [161][900/1111] lr: 4.412e-03, eta: 1 day, 2:31:55, time: 0.595, data_time: 0.030, memory: 27319, loss_cls: 0.3183, loss_bbox: 0.9802, loss_obj: 0.2913, loss: 1.5898 2023-02-25 10:27:41,403 - mmdet - INFO - Epoch [161][950/1111] lr: 4.409e-03, eta: 1 day, 2:31:21, time: 0.565, data_time: 0.038, memory: 27319, loss_cls: 0.3181, loss_bbox: 0.9830, loss_obj: 0.2816, loss: 1.5826 2023-02-25 10:28:12,072 - mmdet - INFO - Epoch [161][1000/1111] lr: 4.407e-03, eta: 1 day, 2:30:50, time: 0.613, data_time: 0.030, memory: 27319, loss_cls: 0.3121, loss_bbox: 0.9552, loss_obj: 0.2842, loss: 1.5515 2023-02-25 10:28:43,527 - mmdet - INFO - Epoch [161][1050/1111] lr: 4.405e-03, eta: 1 day, 2:30:20, time: 0.629, data_time: 0.030, memory: 27319, loss_cls: 0.3151, loss_bbox: 0.9673, loss_obj: 0.2887, loss: 1.5710 2023-02-25 10:29:18,083 - mmdet - INFO - Epoch [161][1100/1111] lr: 4.402e-03, eta: 1 day, 2:29:52, time: 0.691, data_time: 0.025, memory: 27319, loss_cls: 0.3104, loss_bbox: 0.9436, loss_obj: 0.2900, loss: 1.5440 2023-02-25 10:30:11,830 - mmdet - INFO - Epoch [162][50/1111] lr: 4.399e-03, eta: 1 day, 2:29:22, time: 0.924, data_time: 0.286, memory: 27319, loss_cls: 0.3175, loss_bbox: 0.9816, loss_obj: 0.2934, loss: 1.5925 2023-02-25 10:30:41,642 - mmdet - INFO - Epoch [162][100/1111] lr: 4.397e-03, eta: 1 day, 2:28:50, time: 0.596, data_time: 0.030, memory: 27319, loss_cls: 0.3102, loss_bbox: 0.9504, loss_obj: 0.2803, loss: 1.5409 2023-02-25 10:31:14,034 - mmdet - INFO - Epoch [162][150/1111] lr: 4.395e-03, eta: 1 day, 2:28:20, time: 0.648, data_time: 0.026, memory: 27319, loss_cls: 0.3046, loss_bbox: 0.9245, loss_obj: 0.2772, loss: 1.5063 2023-02-25 10:31:43,845 - mmdet - INFO - Epoch [162][200/1111] lr: 4.392e-03, eta: 1 day, 2:27:49, time: 0.596, data_time: 0.029, memory: 27319, loss_cls: 0.3118, loss_bbox: 0.9541, loss_obj: 0.2877, loss: 1.5537 2023-02-25 10:32:16,421 - mmdet - INFO - Epoch [162][250/1111] lr: 4.390e-03, eta: 1 day, 2:27:19, time: 0.652, data_time: 0.029, memory: 27319, loss_cls: 0.3094, loss_bbox: 0.9437, loss_obj: 0.2792, loss: 1.5323 2023-02-25 10:32:44,959 - mmdet - INFO - Epoch [162][300/1111] lr: 4.388e-03, eta: 1 day, 2:26:46, time: 0.571, data_time: 0.032, memory: 27319, loss_cls: 0.3115, loss_bbox: 0.9550, loss_obj: 0.2923, loss: 1.5588 2023-02-25 10:33:13,646 - mmdet - INFO - Epoch [162][350/1111] lr: 4.385e-03, eta: 1 day, 2:26:14, time: 0.574, data_time: 0.032, memory: 27319, loss_cls: 0.3185, loss_bbox: 0.9876, loss_obj: 0.2914, loss: 1.5974 2023-02-25 10:33:41,890 - mmdet - INFO - Epoch [162][400/1111] lr: 4.383e-03, eta: 1 day, 2:25:40, time: 0.565, data_time: 0.037, memory: 27319, loss_cls: 0.3143, loss_bbox: 0.9695, loss_obj: 0.2913, loss: 1.5752 2023-02-25 10:34:13,895 - mmdet - INFO - Epoch [162][450/1111] lr: 4.381e-03, eta: 1 day, 2:25:10, time: 0.640, data_time: 0.028, memory: 27319, loss_cls: 0.3104, loss_bbox: 0.9468, loss_obj: 0.2779, loss: 1.5351 2023-02-25 10:34:46,170 - mmdet - INFO - Epoch [162][500/1111] lr: 4.378e-03, eta: 1 day, 2:24:41, time: 0.646, data_time: 0.025, memory: 27319, loss_cls: 0.3065, loss_bbox: 0.9268, loss_obj: 0.2665, loss: 1.4998 2023-02-25 10:35:16,485 - mmdet - INFO - Epoch [162][550/1111] lr: 4.376e-03, eta: 1 day, 2:24:09, time: 0.606, data_time: 0.032, memory: 27319, loss_cls: 0.3081, loss_bbox: 0.9376, loss_obj: 0.2765, loss: 1.5223 2023-02-25 10:35:48,053 - mmdet - INFO - Epoch [162][600/1111] lr: 4.374e-03, eta: 1 day, 2:23:39, time: 0.632, data_time: 0.025, memory: 27319, loss_cls: 0.3108, loss_bbox: 0.9502, loss_obj: 0.2805, loss: 1.5415 2023-02-25 10:36:14,514 - mmdet - INFO - Epoch [162][650/1111] lr: 4.371e-03, eta: 1 day, 2:23:04, time: 0.529, data_time: 0.035, memory: 27319, loss_cls: 0.3200, loss_bbox: 0.9956, loss_obj: 0.2848, loss: 1.6004 2023-02-25 10:36:42,320 - mmdet - INFO - Epoch [162][700/1111] lr: 4.369e-03, eta: 1 day, 2:22:31, time: 0.555, data_time: 0.035, memory: 27319, loss_cls: 0.3173, loss_bbox: 0.9791, loss_obj: 0.2890, loss: 1.5854 2023-02-25 10:37:11,513 - mmdet - INFO - Epoch [162][750/1111] lr: 4.366e-03, eta: 1 day, 2:21:59, time: 0.584, data_time: 0.031, memory: 27319, loss_cls: 0.3163, loss_bbox: 0.9697, loss_obj: 0.2785, loss: 1.5646 2023-02-25 10:37:43,103 - mmdet - INFO - Epoch [162][800/1111] lr: 4.364e-03, eta: 1 day, 2:21:28, time: 0.632, data_time: 0.029, memory: 27319, loss_cls: 0.3121, loss_bbox: 0.9523, loss_obj: 0.2870, loss: 1.5514 2023-02-25 10:38:13,215 - mmdet - INFO - Epoch [162][850/1111] lr: 4.362e-03, eta: 1 day, 2:20:57, time: 0.602, data_time: 0.028, memory: 27319, loss_cls: 0.3072, loss_bbox: 0.9360, loss_obj: 0.2780, loss: 1.5212 2023-02-25 10:38:44,613 - mmdet - INFO - Epoch [162][900/1111] lr: 4.359e-03, eta: 1 day, 2:20:26, time: 0.628, data_time: 0.028, memory: 27319, loss_cls: 0.3133, loss_bbox: 0.9627, loss_obj: 0.2932, loss: 1.5693 2023-02-25 10:39:13,674 - mmdet - INFO - Epoch [162][950/1111] lr: 4.357e-03, eta: 1 day, 2:19:54, time: 0.581, data_time: 0.028, memory: 27319, loss_cls: 0.3162, loss_bbox: 0.9737, loss_obj: 0.2916, loss: 1.5815 2023-02-25 10:39:48,150 - mmdet - INFO - Epoch [162][1000/1111] lr: 4.355e-03, eta: 1 day, 2:19:26, time: 0.689, data_time: 0.029, memory: 27319, loss_cls: 0.3049, loss_bbox: 0.9223, loss_obj: 0.2766, loss: 1.5038 2023-02-25 10:40:20,051 - mmdet - INFO - Epoch [162][1050/1111] lr: 4.352e-03, eta: 1 day, 2:18:56, time: 0.638, data_time: 0.029, memory: 27319, loss_cls: 0.3113, loss_bbox: 0.9511, loss_obj: 0.2979, loss: 1.5603 2023-02-25 10:40:46,711 - mmdet - INFO - Epoch [162][1100/1111] lr: 4.350e-03, eta: 1 day, 2:18:22, time: 0.533, data_time: 0.027, memory: 27319, loss_cls: 0.3186, loss_bbox: 0.9866, loss_obj: 0.2991, loss: 1.6044 2023-02-25 10:41:38,478 - mmdet - INFO - Epoch [163][50/1111] lr: 4.347e-03, eta: 1 day, 2:17:51, time: 0.932, data_time: 0.265, memory: 27319, loss_cls: 0.3202, loss_bbox: 0.9893, loss_obj: 0.2967, loss: 1.6063 2023-02-25 10:42:10,175 - mmdet - INFO - Epoch [163][100/1111] lr: 4.345e-03, eta: 1 day, 2:17:21, time: 0.634, data_time: 0.027, memory: 27319, loss_cls: 0.3108, loss_bbox: 0.9488, loss_obj: 0.2812, loss: 1.5409 2023-02-25 10:42:36,091 - mmdet - INFO - Epoch [163][150/1111] lr: 4.342e-03, eta: 1 day, 2:16:46, time: 0.518, data_time: 0.035, memory: 27319, loss_cls: 0.3210, loss_bbox: 1.0019, loss_obj: 0.2939, loss: 1.6168 2023-02-25 10:43:05,183 - mmdet - INFO - Epoch [163][200/1111] lr: 4.340e-03, eta: 1 day, 2:16:14, time: 0.582, data_time: 0.032, memory: 27319, loss_cls: 0.3103, loss_bbox: 0.9468, loss_obj: 0.2742, loss: 1.5313 2023-02-25 10:43:34,719 - mmdet - INFO - Epoch [163][250/1111] lr: 4.338e-03, eta: 1 day, 2:15:42, time: 0.591, data_time: 0.028, memory: 27319, loss_cls: 0.3152, loss_bbox: 0.9689, loss_obj: 0.2951, loss: 1.5791 2023-02-25 10:44:00,598 - mmdet - INFO - Epoch [163][300/1111] lr: 4.335e-03, eta: 1 day, 2:15:07, time: 0.517, data_time: 0.031, memory: 27319, loss_cls: 0.3194, loss_bbox: 0.9950, loss_obj: 0.2994, loss: 1.6138 2023-02-25 10:44:30,927 - mmdet - INFO - Epoch [163][350/1111] lr: 4.333e-03, eta: 1 day, 2:14:35, time: 0.607, data_time: 0.063, memory: 27319, loss_cls: 0.3131, loss_bbox: 0.9652, loss_obj: 0.2974, loss: 1.5757 2023-02-25 10:45:01,196 - mmdet - INFO - Epoch [163][400/1111] lr: 4.331e-03, eta: 1 day, 2:14:04, time: 0.605, data_time: 0.026, memory: 27319, loss_cls: 0.3105, loss_bbox: 0.9478, loss_obj: 0.2806, loss: 1.5389 2023-02-25 10:45:32,058 - mmdet - INFO - Epoch [163][450/1111] lr: 4.328e-03, eta: 1 day, 2:13:33, time: 0.617, data_time: 0.032, memory: 27319, loss_cls: 0.3167, loss_bbox: 0.9757, loss_obj: 0.2825, loss: 1.5749 2023-02-25 10:46:02,410 - mmdet - INFO - Epoch [163][500/1111] lr: 4.326e-03, eta: 1 day, 2:13:02, time: 0.607, data_time: 0.029, memory: 27319, loss_cls: 0.3156, loss_bbox: 0.9736, loss_obj: 0.2812, loss: 1.5703 2023-02-25 10:46:34,471 - mmdet - INFO - Epoch [163][550/1111] lr: 4.324e-03, eta: 1 day, 2:12:32, time: 0.641, data_time: 0.030, memory: 27319, loss_cls: 0.3057, loss_bbox: 0.9255, loss_obj: 0.2736, loss: 1.5049 2023-02-25 10:47:09,587 - mmdet - INFO - Epoch [163][600/1111] lr: 4.321e-03, eta: 1 day, 2:12:04, time: 0.702, data_time: 0.025, memory: 27319, loss_cls: 0.3101, loss_bbox: 0.9416, loss_obj: 0.2762, loss: 1.5278 2023-02-25 10:47:39,009 - mmdet - INFO - Epoch [163][650/1111] lr: 4.319e-03, eta: 1 day, 2:11:32, time: 0.589, data_time: 0.029, memory: 27319, loss_cls: 0.3106, loss_bbox: 0.9494, loss_obj: 0.2820, loss: 1.5420 2023-02-25 10:48:08,861 - mmdet - INFO - Epoch [163][700/1111] lr: 4.317e-03, eta: 1 day, 2:11:01, time: 0.597, data_time: 0.030, memory: 27319, loss_cls: 0.3157, loss_bbox: 0.9724, loss_obj: 0.2887, loss: 1.5768 2023-02-25 10:48:36,755 - mmdet - INFO - Epoch [163][750/1111] lr: 4.314e-03, eta: 1 day, 2:10:27, time: 0.558, data_time: 0.032, memory: 27319, loss_cls: 0.3192, loss_bbox: 0.9891, loss_obj: 0.2949, loss: 1.6032 2023-02-25 10:49:06,619 - mmdet - INFO - Epoch [163][800/1111] lr: 4.312e-03, eta: 1 day, 2:09:55, time: 0.597, data_time: 0.029, memory: 27319, loss_cls: 0.3101, loss_bbox: 0.9448, loss_obj: 0.2805, loss: 1.5354 2023-02-25 10:49:33,482 - mmdet - INFO - Epoch [163][850/1111] lr: 4.309e-03, eta: 1 day, 2:09:21, time: 0.537, data_time: 0.035, memory: 27319, loss_cls: 0.3125, loss_bbox: 0.9629, loss_obj: 0.2867, loss: 1.5621 2023-02-25 10:50:06,689 - mmdet - INFO - Epoch [163][900/1111] lr: 4.307e-03, eta: 1 day, 2:08:52, time: 0.664, data_time: 0.024, memory: 27319, loss_cls: 0.3113, loss_bbox: 0.9517, loss_obj: 0.2888, loss: 1.5518 2023-02-25 10:50:35,616 - mmdet - INFO - Epoch [163][950/1111] lr: 4.305e-03, eta: 1 day, 2:08:20, time: 0.579, data_time: 0.034, memory: 27319, loss_cls: 0.3201, loss_bbox: 0.9979, loss_obj: 0.3022, loss: 1.6202 2023-02-25 10:51:08,670 - mmdet - INFO - Epoch [163][1000/1111] lr: 4.302e-03, eta: 1 day, 2:07:51, time: 0.661, data_time: 0.027, memory: 27319, loss_cls: 0.3111, loss_bbox: 0.9505, loss_obj: 0.2901, loss: 1.5516 2023-02-25 10:51:39,095 - mmdet - INFO - Epoch [163][1050/1111] lr: 4.300e-03, eta: 1 day, 2:07:19, time: 0.608, data_time: 0.031, memory: 27319, loss_cls: 0.3131, loss_bbox: 0.9594, loss_obj: 0.2754, loss: 1.5479 2023-02-25 10:52:10,523 - mmdet - INFO - Epoch [163][1100/1111] lr: 4.298e-03, eta: 1 day, 2:06:49, time: 0.629, data_time: 0.022, memory: 27319, loss_cls: 0.3165, loss_bbox: 0.9749, loss_obj: 0.2964, loss: 1.5878 2023-02-25 10:53:01,643 - mmdet - INFO - Epoch [164][50/1111] lr: 4.295e-03, eta: 1 day, 2:06:18, time: 0.915, data_time: 0.270, memory: 27319, loss_cls: 0.3075, loss_bbox: 0.9424, loss_obj: 0.2901, loss: 1.5400 2023-02-25 10:53:32,951 - mmdet - INFO - Epoch [164][100/1111] lr: 4.293e-03, eta: 1 day, 2:05:48, time: 0.626, data_time: 0.036, memory: 27319, loss_cls: 0.3118, loss_bbox: 0.9563, loss_obj: 0.2921, loss: 1.5601 2023-02-25 10:54:05,334 - mmdet - INFO - Epoch [164][150/1111] lr: 4.290e-03, eta: 1 day, 2:05:18, time: 0.647, data_time: 0.024, memory: 27319, loss_cls: 0.3099, loss_bbox: 0.9468, loss_obj: 0.2862, loss: 1.5430 2023-02-25 10:54:33,681 - mmdet - INFO - Epoch [164][200/1111] lr: 4.288e-03, eta: 1 day, 2:04:45, time: 0.567, data_time: 0.030, memory: 27319, loss_cls: 0.3213, loss_bbox: 0.9977, loss_obj: 0.2924, loss: 1.6114 2023-02-25 10:55:11,127 - mmdet - INFO - Epoch [164][250/1111] lr: 4.285e-03, eta: 1 day, 2:04:20, time: 0.749, data_time: 0.021, memory: 27319, loss_cls: 0.3077, loss_bbox: 0.9346, loss_obj: 0.2871, loss: 1.5295 2023-02-25 10:55:39,202 - mmdet - INFO - Epoch [164][300/1111] lr: 4.283e-03, eta: 1 day, 2:03:46, time: 0.561, data_time: 0.028, memory: 27319, loss_cls: 0.3163, loss_bbox: 0.9803, loss_obj: 0.2982, loss: 1.5948 2023-02-25 10:56:10,198 - mmdet - INFO - Epoch [164][350/1111] lr: 4.281e-03, eta: 1 day, 2:03:15, time: 0.620, data_time: 0.029, memory: 27319, loss_cls: 0.3110, loss_bbox: 0.9547, loss_obj: 0.2938, loss: 1.5595 2023-02-25 10:56:41,582 - mmdet - INFO - Epoch [164][400/1111] lr: 4.278e-03, eta: 1 day, 2:02:45, time: 0.628, data_time: 0.029, memory: 27319, loss_cls: 0.3109, loss_bbox: 0.9555, loss_obj: 0.2887, loss: 1.5552 2023-02-25 10:57:07,960 - mmdet - INFO - Epoch [164][450/1111] lr: 4.276e-03, eta: 1 day, 2:02:10, time: 0.528, data_time: 0.030, memory: 27319, loss_cls: 0.3136, loss_bbox: 0.9674, loss_obj: 0.2756, loss: 1.5566 2023-02-25 10:57:34,329 - mmdet - INFO - Epoch [164][500/1111] lr: 4.274e-03, eta: 1 day, 2:01:36, time: 0.527, data_time: 0.031, memory: 27319, loss_cls: 0.3175, loss_bbox: 0.9825, loss_obj: 0.2837, loss: 1.5837 2023-02-25 10:58:06,654 - mmdet - INFO - Epoch [164][550/1111] lr: 4.271e-03, eta: 1 day, 2:01:06, time: 0.646, data_time: 0.030, memory: 27319, loss_cls: 0.3085, loss_bbox: 0.9387, loss_obj: 0.2847, loss: 1.5318 2023-02-25 10:58:35,761 - mmdet - INFO - Epoch [164][600/1111] lr: 4.269e-03, eta: 1 day, 2:00:34, time: 0.582, data_time: 0.028, memory: 27319, loss_cls: 0.3156, loss_bbox: 0.9725, loss_obj: 0.2864, loss: 1.5745 2023-02-25 10:59:09,392 - mmdet - INFO - Epoch [164][650/1111] lr: 4.267e-03, eta: 1 day, 2:00:05, time: 0.673, data_time: 0.030, memory: 27319, loss_cls: 0.3097, loss_bbox: 0.9444, loss_obj: 0.2935, loss: 1.5475 2023-02-25 10:59:37,138 - mmdet - INFO - Epoch [164][700/1111] lr: 4.264e-03, eta: 1 day, 1:59:32, time: 0.555, data_time: 0.034, memory: 27319, loss_cls: 0.3180, loss_bbox: 0.9849, loss_obj: 0.2953, loss: 1.5982 2023-02-25 11:00:05,381 - mmdet - INFO - Epoch [164][750/1111] lr: 4.262e-03, eta: 1 day, 1:58:59, time: 0.565, data_time: 0.029, memory: 27319, loss_cls: 0.3152, loss_bbox: 0.9682, loss_obj: 0.2946, loss: 1.5780 2023-02-25 11:00:36,360 - mmdet - INFO - Epoch [164][800/1111] lr: 4.260e-03, eta: 1 day, 1:58:28, time: 0.620, data_time: 0.030, memory: 27319, loss_cls: 0.3190, loss_bbox: 0.9878, loss_obj: 0.3044, loss: 1.6112 2023-02-25 11:01:05,797 - mmdet - INFO - Epoch [164][850/1111] lr: 4.257e-03, eta: 1 day, 1:57:56, time: 0.589, data_time: 0.028, memory: 27319, loss_cls: 0.3126, loss_bbox: 0.9572, loss_obj: 0.2845, loss: 1.5543 2023-02-25 11:01:35,146 - mmdet - INFO - Epoch [164][900/1111] lr: 4.255e-03, eta: 1 day, 1:57:23, time: 0.587, data_time: 0.035, memory: 27319, loss_cls: 0.3150, loss_bbox: 0.9698, loss_obj: 0.2882, loss: 1.5730 2023-02-25 11:02:06,858 - mmdet - INFO - Epoch [164][950/1111] lr: 4.253e-03, eta: 1 day, 1:56:53, time: 0.634, data_time: 0.027, memory: 27319, loss_cls: 0.3059, loss_bbox: 0.9258, loss_obj: 0.2774, loss: 1.5090 2023-02-25 11:02:36,092 - mmdet - INFO - Epoch [164][1000/1111] lr: 4.250e-03, eta: 1 day, 1:56:21, time: 0.585, data_time: 0.029, memory: 27319, loss_cls: 0.3128, loss_bbox: 0.9606, loss_obj: 0.2866, loss: 1.5600 2023-02-25 11:03:06,646 - mmdet - INFO - Epoch [164][1050/1111] lr: 4.248e-03, eta: 1 day, 1:55:50, time: 0.611, data_time: 0.032, memory: 27319, loss_cls: 0.3185, loss_bbox: 0.9843, loss_obj: 0.2974, loss: 1.6002 2023-02-25 11:03:37,571 - mmdet - INFO - Epoch [164][1100/1111] lr: 4.246e-03, eta: 1 day, 1:55:19, time: 0.619, data_time: 0.025, memory: 27319, loss_cls: 0.3099, loss_bbox: 0.9470, loss_obj: 0.2881, loss: 1.5450 2023-02-25 11:04:29,059 - mmdet - INFO - Epoch [165][50/1111] lr: 4.243e-03, eta: 1 day, 1:54:48, time: 0.907, data_time: 0.266, memory: 27319, loss_cls: 0.3159, loss_bbox: 0.9738, loss_obj: 0.2839, loss: 1.5736 2023-02-25 11:05:00,029 - mmdet - INFO - Epoch [165][100/1111] lr: 4.240e-03, eta: 1 day, 1:54:17, time: 0.619, data_time: 0.028, memory: 27319, loss_cls: 0.3120, loss_bbox: 0.9573, loss_obj: 0.2818, loss: 1.5511 2023-02-25 11:05:28,164 - mmdet - INFO - Epoch [165][150/1111] lr: 4.238e-03, eta: 1 day, 1:53:44, time: 0.563, data_time: 0.030, memory: 27319, loss_cls: 0.3103, loss_bbox: 0.9504, loss_obj: 0.2765, loss: 1.5371 2023-02-25 11:05:59,409 - mmdet - INFO - Epoch [165][200/1111] lr: 4.236e-03, eta: 1 day, 1:53:13, time: 0.625, data_time: 0.029, memory: 27319, loss_cls: 0.3117, loss_bbox: 0.9544, loss_obj: 0.2847, loss: 1.5508 2023-02-25 11:06:27,351 - mmdet - INFO - Epoch [165][250/1111] lr: 4.233e-03, eta: 1 day, 1:52:40, time: 0.558, data_time: 0.036, memory: 27319, loss_cls: 0.3189, loss_bbox: 0.9930, loss_obj: 0.2989, loss: 1.6108 2023-02-25 11:06:59,706 - mmdet - INFO - Epoch [165][300/1111] lr: 4.231e-03, eta: 1 day, 1:52:10, time: 0.647, data_time: 0.028, memory: 27319, loss_cls: 0.3105, loss_bbox: 0.9451, loss_obj: 0.2825, loss: 1.5381 2023-02-25 11:07:32,751 - mmdet - INFO - Epoch [165][350/1111] lr: 4.229e-03, eta: 1 day, 1:51:41, time: 0.661, data_time: 0.028, memory: 27319, loss_cls: 0.3087, loss_bbox: 0.9391, loss_obj: 0.2798, loss: 1.5276 2023-02-25 11:08:03,477 - mmdet - INFO - Epoch [165][400/1111] lr: 4.226e-03, eta: 1 day, 1:51:10, time: 0.614, data_time: 0.030, memory: 27319, loss_cls: 0.3162, loss_bbox: 0.9802, loss_obj: 0.2958, loss: 1.5922 2023-02-25 11:08:35,303 - mmdet - INFO - Epoch [165][450/1111] lr: 4.224e-03, eta: 1 day, 1:50:40, time: 0.636, data_time: 0.028, memory: 27319, loss_cls: 0.3135, loss_bbox: 0.9617, loss_obj: 0.2835, loss: 1.5587 2023-02-25 11:09:05,810 - mmdet - INFO - Epoch [165][500/1111] lr: 4.222e-03, eta: 1 day, 1:50:09, time: 0.610, data_time: 0.026, memory: 27319, loss_cls: 0.3050, loss_bbox: 0.9233, loss_obj: 0.2631, loss: 1.4913 2023-02-25 11:09:36,969 - mmdet - INFO - Epoch [165][550/1111] lr: 4.219e-03, eta: 1 day, 1:49:38, time: 0.623, data_time: 0.028, memory: 27319, loss_cls: 0.3101, loss_bbox: 0.9465, loss_obj: 0.2683, loss: 1.5249 2023-02-25 11:10:07,199 - mmdet - INFO - Epoch [165][600/1111] lr: 4.217e-03, eta: 1 day, 1:49:07, time: 0.605, data_time: 0.031, memory: 27319, loss_cls: 0.3126, loss_bbox: 0.9568, loss_obj: 0.2796, loss: 1.5490 2023-02-25 11:10:38,683 - mmdet - INFO - Epoch [165][650/1111] lr: 4.215e-03, eta: 1 day, 1:48:36, time: 0.630, data_time: 0.035, memory: 27319, loss_cls: 0.3147, loss_bbox: 0.9645, loss_obj: 0.2919, loss: 1.5710 2023-02-25 11:11:09,503 - mmdet - INFO - Epoch [165][700/1111] lr: 4.212e-03, eta: 1 day, 1:48:05, time: 0.616, data_time: 0.027, memory: 27319, loss_cls: 0.3167, loss_bbox: 0.9801, loss_obj: 0.2924, loss: 1.5892 2023-02-25 11:11:39,303 - mmdet - INFO - Epoch [165][750/1111] lr: 4.210e-03, eta: 1 day, 1:47:34, time: 0.596, data_time: 0.029, memory: 27319, loss_cls: 0.3126, loss_bbox: 0.9557, loss_obj: 0.2809, loss: 1.5492 2023-02-25 11:12:10,678 - mmdet - INFO - Epoch [165][800/1111] lr: 4.208e-03, eta: 1 day, 1:47:03, time: 0.627, data_time: 0.026, memory: 27319, loss_cls: 0.3100, loss_bbox: 0.9447, loss_obj: 0.2772, loss: 1.5318 2023-02-25 11:12:38,424 - mmdet - INFO - Epoch [165][850/1111] lr: 4.205e-03, eta: 1 day, 1:46:30, time: 0.555, data_time: 0.035, memory: 27319, loss_cls: 0.3258, loss_bbox: 1.0201, loss_obj: 0.3104, loss: 1.6563 2023-02-25 11:13:08,073 - mmdet - INFO - Epoch [165][900/1111] lr: 4.203e-03, eta: 1 day, 1:45:58, time: 0.593, data_time: 0.033, memory: 27319, loss_cls: 0.3132, loss_bbox: 0.9577, loss_obj: 0.2776, loss: 1.5485 2023-02-25 11:13:39,609 - mmdet - INFO - Epoch [165][950/1111] lr: 4.201e-03, eta: 1 day, 1:45:28, time: 0.631, data_time: 0.027, memory: 27319, loss_cls: 0.3047, loss_bbox: 0.9183, loss_obj: 0.2734, loss: 1.4963 2023-02-25 11:14:05,043 - mmdet - INFO - Epoch [165][1000/1111] lr: 4.198e-03, eta: 1 day, 1:44:52, time: 0.509, data_time: 0.041, memory: 27319, loss_cls: 0.3185, loss_bbox: 0.9884, loss_obj: 0.2755, loss: 1.5824 2023-02-25 11:14:35,942 - mmdet - INFO - Epoch [165][1050/1111] lr: 4.196e-03, eta: 1 day, 1:44:21, time: 0.618, data_time: 0.034, memory: 27319, loss_cls: 0.3212, loss_bbox: 0.9991, loss_obj: 0.2982, loss: 1.6185 2023-02-25 11:15:02,220 - mmdet - INFO - Epoch [165][1100/1111] lr: 4.194e-03, eta: 1 day, 1:43:47, time: 0.526, data_time: 0.023, memory: 27319, loss_cls: 0.3171, loss_bbox: 0.9887, loss_obj: 0.3037, loss: 1.6094 2023-02-25 11:15:57,228 - mmdet - INFO - Epoch [166][50/1111] lr: 4.191e-03, eta: 1 day, 1:43:19, time: 0.999, data_time: 0.270, memory: 27319, loss_cls: 0.3113, loss_bbox: 0.9511, loss_obj: 0.2931, loss: 1.5556 2023-02-25 11:16:30,056 - mmdet - INFO - Epoch [166][100/1111] lr: 4.188e-03, eta: 1 day, 1:42:50, time: 0.656, data_time: 0.026, memory: 27319, loss_cls: 0.3128, loss_bbox: 0.9563, loss_obj: 0.2890, loss: 1.5581 2023-02-25 11:17:03,005 - mmdet - INFO - Epoch [166][150/1111] lr: 4.186e-03, eta: 1 day, 1:42:21, time: 0.659, data_time: 0.029, memory: 27319, loss_cls: 0.3086, loss_bbox: 0.9359, loss_obj: 0.2761, loss: 1.5205 2023-02-25 11:17:37,747 - mmdet - INFO - Epoch [166][200/1111] lr: 4.184e-03, eta: 1 day, 1:41:53, time: 0.695, data_time: 0.025, memory: 27319, loss_cls: 0.3040, loss_bbox: 0.9167, loss_obj: 0.2670, loss: 1.4877 2023-02-25 11:18:09,049 - mmdet - INFO - Epoch [166][250/1111] lr: 4.181e-03, eta: 1 day, 1:41:22, time: 0.626, data_time: 0.029, memory: 27319, loss_cls: 0.3128, loss_bbox: 0.9624, loss_obj: 0.2985, loss: 1.5737 2023-02-25 11:18:35,700 - mmdet - INFO - Epoch [166][300/1111] lr: 4.179e-03, eta: 1 day, 1:40:48, time: 0.533, data_time: 0.028, memory: 27319, loss_cls: 0.3166, loss_bbox: 0.9834, loss_obj: 0.2988, loss: 1.5988 2023-02-25 11:19:06,317 - mmdet - INFO - Epoch [166][350/1111] lr: 4.177e-03, eta: 1 day, 1:40:17, time: 0.612, data_time: 0.032, memory: 27319, loss_cls: 0.3116, loss_bbox: 0.9535, loss_obj: 0.2865, loss: 1.5516 2023-02-25 11:19:35,863 - mmdet - INFO - Epoch [166][400/1111] lr: 4.174e-03, eta: 1 day, 1:39:45, time: 0.591, data_time: 0.033, memory: 27319, loss_cls: 0.3135, loss_bbox: 0.9576, loss_obj: 0.2930, loss: 1.5641 2023-02-25 11:20:06,024 - mmdet - INFO - Epoch [166][450/1111] lr: 4.172e-03, eta: 1 day, 1:39:13, time: 0.603, data_time: 0.028, memory: 27319, loss_cls: 0.3169, loss_bbox: 0.9771, loss_obj: 0.2893, loss: 1.5834 2023-02-25 11:20:39,044 - mmdet - INFO - Epoch [166][500/1111] lr: 4.170e-03, eta: 1 day, 1:38:44, time: 0.660, data_time: 0.032, memory: 27319, loss_cls: 0.3063, loss_bbox: 0.9280, loss_obj: 0.2768, loss: 1.5111 2023-02-25 11:21:06,410 - mmdet - INFO - Epoch [166][550/1111] lr: 4.167e-03, eta: 1 day, 1:38:11, time: 0.547, data_time: 0.034, memory: 27319, loss_cls: 0.3155, loss_bbox: 0.9744, loss_obj: 0.2918, loss: 1.5816 2023-02-25 11:21:36,925 - mmdet - INFO - Epoch [166][600/1111] lr: 4.165e-03, eta: 1 day, 1:37:39, time: 0.610, data_time: 0.028, memory: 27319, loss_cls: 0.3110, loss_bbox: 0.9497, loss_obj: 0.2846, loss: 1.5454 2023-02-25 11:22:05,598 - mmdet - INFO - Epoch [166][650/1111] lr: 4.163e-03, eta: 1 day, 1:37:07, time: 0.573, data_time: 0.033, memory: 27319, loss_cls: 0.3131, loss_bbox: 0.9690, loss_obj: 0.2906, loss: 1.5727 2023-02-25 11:22:36,277 - mmdet - INFO - Epoch [166][700/1111] lr: 4.160e-03, eta: 1 day, 1:36:36, time: 0.613, data_time: 0.028, memory: 27319, loss_cls: 0.3165, loss_bbox: 0.9740, loss_obj: 0.2969, loss: 1.5874 2023-02-25 11:23:07,772 - mmdet - INFO - Epoch [166][750/1111] lr: 4.158e-03, eta: 1 day, 1:36:05, time: 0.630, data_time: 0.029, memory: 27319, loss_cls: 0.3128, loss_bbox: 0.9574, loss_obj: 0.2935, loss: 1.5637 2023-02-25 11:23:38,053 - mmdet - INFO - Epoch [166][800/1111] lr: 4.156e-03, eta: 1 day, 1:35:34, time: 0.605, data_time: 0.030, memory: 27319, loss_cls: 0.3143, loss_bbox: 0.9683, loss_obj: 0.2911, loss: 1.5737 2023-02-25 11:24:07,440 - mmdet - INFO - Epoch [166][850/1111] lr: 4.153e-03, eta: 1 day, 1:35:02, time: 0.588, data_time: 0.030, memory: 27319, loss_cls: 0.3166, loss_bbox: 0.9790, loss_obj: 0.2943, loss: 1.5899 2023-02-25 11:24:41,908 - mmdet - INFO - Epoch [166][900/1111] lr: 4.151e-03, eta: 1 day, 1:34:34, time: 0.689, data_time: 0.030, memory: 27319, loss_cls: 0.3133, loss_bbox: 0.9604, loss_obj: 0.2926, loss: 1.5663 2023-02-25 11:25:14,817 - mmdet - INFO - Epoch [166][950/1111] lr: 4.149e-03, eta: 1 day, 1:34:05, time: 0.658, data_time: 0.026, memory: 27319, loss_cls: 0.3093, loss_bbox: 0.9417, loss_obj: 0.2752, loss: 1.5262 2023-02-25 11:25:47,933 - mmdet - INFO - Epoch [166][1000/1111] lr: 4.146e-03, eta: 1 day, 1:33:36, time: 0.662, data_time: 0.029, memory: 27319, loss_cls: 0.3082, loss_bbox: 0.9390, loss_obj: 0.2781, loss: 1.5252 2023-02-25 11:26:22,461 - mmdet - INFO - Epoch [166][1050/1111] lr: 4.144e-03, eta: 1 day, 1:33:08, time: 0.691, data_time: 0.027, memory: 27319, loss_cls: 0.3051, loss_bbox: 0.9279, loss_obj: 0.2676, loss: 1.5007 2023-02-25 11:26:56,117 - mmdet - INFO - Epoch [166][1100/1111] lr: 4.142e-03, eta: 1 day, 1:32:39, time: 0.673, data_time: 0.022, memory: 27319, loss_cls: 0.3011, loss_bbox: 0.9062, loss_obj: 0.2663, loss: 1.4736 2023-02-25 11:27:52,788 - mmdet - INFO - Epoch [167][50/1111] lr: 4.139e-03, eta: 1 day, 1:32:10, time: 0.981, data_time: 0.264, memory: 27319, loss_cls: 0.3104, loss_bbox: 0.9477, loss_obj: 0.2808, loss: 1.5389 2023-02-25 11:28:24,481 - mmdet - INFO - Epoch [167][100/1111] lr: 4.136e-03, eta: 1 day, 1:31:40, time: 0.634, data_time: 0.026, memory: 27319, loss_cls: 0.3089, loss_bbox: 0.9403, loss_obj: 0.2777, loss: 1.5270 2023-02-25 11:28:52,631 - mmdet - INFO - Epoch [167][150/1111] lr: 4.134e-03, eta: 1 day, 1:31:07, time: 0.563, data_time: 0.029, memory: 27319, loss_cls: 0.3167, loss_bbox: 0.9781, loss_obj: 0.2933, loss: 1.5881 2023-02-25 11:29:21,536 - mmdet - INFO - Epoch [167][200/1111] lr: 4.132e-03, eta: 1 day, 1:30:35, time: 0.578, data_time: 0.028, memory: 27319, loss_cls: 0.3133, loss_bbox: 0.9642, loss_obj: 0.2850, loss: 1.5626 2023-02-25 11:29:52,394 - mmdet - INFO - Epoch [167][250/1111] lr: 4.129e-03, eta: 1 day, 1:30:04, time: 0.617, data_time: 0.028, memory: 27319, loss_cls: 0.3080, loss_bbox: 0.9362, loss_obj: 0.2863, loss: 1.5304 2023-02-25 11:30:22,278 - mmdet - INFO - Epoch [167][300/1111] lr: 4.127e-03, eta: 1 day, 1:29:32, time: 0.597, data_time: 0.026, memory: 27319, loss_cls: 0.3083, loss_bbox: 0.9420, loss_obj: 0.2653, loss: 1.5155 2023-02-25 11:30:50,864 - mmdet - INFO - Epoch [167][350/1111] lr: 4.125e-03, eta: 1 day, 1:28:59, time: 0.572, data_time: 0.032, memory: 27319, loss_cls: 0.3114, loss_bbox: 0.9596, loss_obj: 0.2776, loss: 1.5485 2023-02-25 11:31:23,280 - mmdet - INFO - Epoch [167][400/1111] lr: 4.122e-03, eta: 1 day, 1:28:30, time: 0.648, data_time: 0.023, memory: 27319, loss_cls: 0.3112, loss_bbox: 0.9483, loss_obj: 0.2900, loss: 1.5494 2023-02-25 11:31:54,092 - mmdet - INFO - Epoch [167][450/1111] lr: 4.120e-03, eta: 1 day, 1:27:59, time: 0.616, data_time: 0.029, memory: 27319, loss_cls: 0.3073, loss_bbox: 0.9306, loss_obj: 0.2752, loss: 1.5131 2023-02-25 11:32:24,256 - mmdet - INFO - Epoch [167][500/1111] lr: 4.118e-03, eta: 1 day, 1:27:27, time: 0.603, data_time: 0.029, memory: 27319, loss_cls: 0.3143, loss_bbox: 0.9665, loss_obj: 0.2915, loss: 1.5723 2023-02-25 11:32:51,658 - mmdet - INFO - Epoch [167][550/1111] lr: 4.115e-03, eta: 1 day, 1:26:54, time: 0.548, data_time: 0.034, memory: 27319, loss_cls: 0.3179, loss_bbox: 0.9813, loss_obj: 0.2989, loss: 1.5981 2023-02-25 11:33:20,615 - mmdet - INFO - Epoch [167][600/1111] lr: 4.113e-03, eta: 1 day, 1:26:21, time: 0.579, data_time: 0.029, memory: 27319, loss_cls: 0.3151, loss_bbox: 0.9734, loss_obj: 0.2873, loss: 1.5758 2023-02-25 11:33:50,693 - mmdet - INFO - Epoch [167][650/1111] lr: 4.111e-03, eta: 1 day, 1:25:50, time: 0.602, data_time: 0.027, memory: 27319, loss_cls: 0.3112, loss_bbox: 0.9529, loss_obj: 0.2774, loss: 1.5415 2023-02-25 11:34:20,576 - mmdet - INFO - Epoch [167][700/1111] lr: 4.109e-03, eta: 1 day, 1:25:18, time: 0.598, data_time: 0.033, memory: 27319, loss_cls: 0.3129, loss_bbox: 0.9600, loss_obj: 0.2886, loss: 1.5615 2023-02-25 11:34:50,075 - mmdet - INFO - Epoch [167][750/1111] lr: 4.106e-03, eta: 1 day, 1:24:46, time: 0.590, data_time: 0.032, memory: 27319, loss_cls: 0.3122, loss_bbox: 0.9582, loss_obj: 0.2799, loss: 1.5503 2023-02-25 11:35:20,988 - mmdet - INFO - Epoch [167][800/1111] lr: 4.104e-03, eta: 1 day, 1:24:15, time: 0.618, data_time: 0.031, memory: 27319, loss_cls: 0.3163, loss_bbox: 0.9725, loss_obj: 0.2987, loss: 1.5875 2023-02-25 11:35:57,162 - mmdet - INFO - Epoch [167][850/1111] lr: 4.102e-03, eta: 1 day, 1:23:48, time: 0.724, data_time: 0.022, memory: 27319, loss_cls: 0.3072, loss_bbox: 0.9305, loss_obj: 0.2802, loss: 1.5179 2023-02-25 11:36:30,054 - mmdet - INFO - Epoch [167][900/1111] lr: 4.099e-03, eta: 1 day, 1:23:19, time: 0.658, data_time: 0.030, memory: 27319, loss_cls: 0.3080, loss_bbox: 0.9354, loss_obj: 0.2841, loss: 1.5275 2023-02-25 11:37:01,646 - mmdet - INFO - Epoch [167][950/1111] lr: 4.097e-03, eta: 1 day, 1:22:49, time: 0.632, data_time: 0.028, memory: 27319, loss_cls: 0.3128, loss_bbox: 0.9597, loss_obj: 0.2916, loss: 1.5641 2023-02-25 11:37:30,200 - mmdet - INFO - Epoch [167][1000/1111] lr: 4.095e-03, eta: 1 day, 1:22:16, time: 0.571, data_time: 0.034, memory: 27319, loss_cls: 0.3160, loss_bbox: 0.9760, loss_obj: 0.2770, loss: 1.5690 2023-02-25 11:37:58,934 - mmdet - INFO - Epoch [167][1050/1111] lr: 4.092e-03, eta: 1 day, 1:21:43, time: 0.575, data_time: 0.029, memory: 27319, loss_cls: 0.3097, loss_bbox: 0.9459, loss_obj: 0.2778, loss: 1.5333 2023-02-25 11:38:30,271 - mmdet - INFO - Epoch [167][1100/1111] lr: 4.090e-03, eta: 1 day, 1:21:13, time: 0.627, data_time: 0.028, memory: 27319, loss_cls: 0.3045, loss_bbox: 0.9256, loss_obj: 0.2809, loss: 1.5110 2023-02-25 11:39:23,856 - mmdet - INFO - Epoch [168][50/1111] lr: 4.087e-03, eta: 1 day, 1:20:44, time: 0.961, data_time: 0.265, memory: 27319, loss_cls: 0.3123, loss_bbox: 0.9539, loss_obj: 0.2782, loss: 1.5443 2023-02-25 11:39:56,276 - mmdet - INFO - Epoch [168][100/1111] lr: 4.085e-03, eta: 1 day, 1:20:14, time: 0.648, data_time: 0.028, memory: 27319, loss_cls: 0.3057, loss_bbox: 0.9295, loss_obj: 0.2790, loss: 1.5142 2023-02-25 11:40:27,485 - mmdet - INFO - Epoch [168][150/1111] lr: 4.082e-03, eta: 1 day, 1:19:43, time: 0.624, data_time: 0.032, memory: 27319, loss_cls: 0.3119, loss_bbox: 0.9525, loss_obj: 0.2887, loss: 1.5531 2023-02-25 11:41:00,467 - mmdet - INFO - Epoch [168][200/1111] lr: 4.080e-03, eta: 1 day, 1:19:14, time: 0.660, data_time: 0.027, memory: 27319, loss_cls: 0.3061, loss_bbox: 0.9266, loss_obj: 0.2746, loss: 1.5072 2023-02-25 11:41:31,316 - mmdet - INFO - Epoch [168][250/1111] lr: 4.078e-03, eta: 1 day, 1:18:43, time: 0.617, data_time: 0.029, memory: 27319, loss_cls: 0.3104, loss_bbox: 0.9488, loss_obj: 0.2813, loss: 1.5405 2023-02-25 11:41:58,410 - mmdet - INFO - Epoch [168][300/1111] lr: 4.075e-03, eta: 1 day, 1:18:09, time: 0.542, data_time: 0.030, memory: 27319, loss_cls: 0.3124, loss_bbox: 0.9605, loss_obj: 0.2802, loss: 1.5531 2023-02-25 11:42:32,783 - mmdet - INFO - Epoch [168][350/1111] lr: 4.073e-03, eta: 1 day, 1:17:41, time: 0.687, data_time: 0.028, memory: 27319, loss_cls: 0.3081, loss_bbox: 0.9345, loss_obj: 0.2872, loss: 1.5298 2023-02-25 11:43:03,533 - mmdet - INFO - Epoch [168][400/1111] lr: 4.071e-03, eta: 1 day, 1:17:10, time: 0.615, data_time: 0.025, memory: 27319, loss_cls: 0.3152, loss_bbox: 0.9648, loss_obj: 0.2876, loss: 1.5675 2023-02-25 11:43:30,178 - mmdet - INFO - Epoch [168][450/1111] lr: 4.068e-03, eta: 1 day, 1:16:36, time: 0.533, data_time: 0.032, memory: 27319, loss_cls: 0.3165, loss_bbox: 0.9833, loss_obj: 0.2966, loss: 1.5965 2023-02-25 11:43:57,306 - mmdet - INFO - Epoch [168][500/1111] lr: 4.066e-03, eta: 1 day, 1:16:02, time: 0.542, data_time: 0.032, memory: 27319, loss_cls: 0.3120, loss_bbox: 0.9572, loss_obj: 0.2849, loss: 1.5541 2023-02-25 11:44:28,169 - mmdet - INFO - Epoch [168][550/1111] lr: 4.064e-03, eta: 1 day, 1:15:31, time: 0.617, data_time: 0.027, memory: 27319, loss_cls: 0.3118, loss_bbox: 0.9545, loss_obj: 0.2932, loss: 1.5596 2023-02-25 11:44:58,284 - mmdet - INFO - Epoch [168][600/1111] lr: 4.061e-03, eta: 1 day, 1:15:00, time: 0.602, data_time: 0.028, memory: 27319, loss_cls: 0.3067, loss_bbox: 0.9358, loss_obj: 0.2795, loss: 1.5220 2023-02-25 11:45:26,669 - mmdet - INFO - Epoch [168][650/1111] lr: 4.059e-03, eta: 1 day, 1:14:27, time: 0.568, data_time: 0.033, memory: 27319, loss_cls: 0.3117, loss_bbox: 0.9546, loss_obj: 0.2894, loss: 1.5558 2023-02-25 11:45:59,636 - mmdet - INFO - Epoch [168][700/1111] lr: 4.057e-03, eta: 1 day, 1:13:58, time: 0.659, data_time: 0.026, memory: 27319, loss_cls: 0.3077, loss_bbox: 0.9394, loss_obj: 0.2828, loss: 1.5299 2023-02-25 11:46:29,828 - mmdet - INFO - Epoch [168][750/1111] lr: 4.055e-03, eta: 1 day, 1:13:26, time: 0.604, data_time: 0.030, memory: 27319, loss_cls: 0.3136, loss_bbox: 0.9646, loss_obj: 0.2825, loss: 1.5607 2023-02-25 11:47:05,302 - mmdet - INFO - Epoch [168][800/1111] lr: 4.052e-03, eta: 1 day, 1:12:59, time: 0.709, data_time: 0.024, memory: 27319, loss_cls: 0.3031, loss_bbox: 0.9146, loss_obj: 0.2728, loss: 1.4906 2023-02-25 11:47:38,530 - mmdet - INFO - Epoch [168][850/1111] lr: 4.050e-03, eta: 1 day, 1:12:30, time: 0.665, data_time: 0.028, memory: 27319, loss_cls: 0.3099, loss_bbox: 0.9466, loss_obj: 0.2866, loss: 1.5431 2023-02-25 11:48:09,934 - mmdet - INFO - Epoch [168][900/1111] lr: 4.048e-03, eta: 1 day, 1:11:59, time: 0.628, data_time: 0.030, memory: 27319, loss_cls: 0.3158, loss_bbox: 0.9747, loss_obj: 0.2903, loss: 1.5808 2023-02-25 11:48:37,562 - mmdet - INFO - Epoch [168][950/1111] lr: 4.045e-03, eta: 1 day, 1:11:26, time: 0.553, data_time: 0.033, memory: 27319, loss_cls: 0.3186, loss_bbox: 0.9883, loss_obj: 0.2929, loss: 1.5998 2023-02-25 11:49:08,777 - mmdet - INFO - Epoch [168][1000/1111] lr: 4.043e-03, eta: 1 day, 1:10:55, time: 0.624, data_time: 0.031, memory: 27319, loss_cls: 0.3141, loss_bbox: 0.9652, loss_obj: 0.2919, loss: 1.5712 2023-02-25 11:49:38,728 - mmdet - INFO - Epoch [168][1050/1111] lr: 4.041e-03, eta: 1 day, 1:10:24, time: 0.599, data_time: 0.031, memory: 27319, loss_cls: 0.3210, loss_bbox: 0.9978, loss_obj: 0.3088, loss: 1.6276 2023-02-25 11:50:08,858 - mmdet - INFO - Epoch [168][1100/1111] lr: 4.038e-03, eta: 1 day, 1:09:52, time: 0.603, data_time: 0.023, memory: 27319, loss_cls: 0.3083, loss_bbox: 0.9404, loss_obj: 0.2844, loss: 1.5331 2023-02-25 11:51:01,336 - mmdet - INFO - Epoch [169][50/1111] lr: 4.035e-03, eta: 1 day, 1:09:22, time: 0.944, data_time: 0.276, memory: 27319, loss_cls: 0.3113, loss_bbox: 0.9571, loss_obj: 0.2790, loss: 1.5474 2023-02-25 11:51:31,042 - mmdet - INFO - Epoch [169][100/1111] lr: 4.033e-03, eta: 1 day, 1:08:50, time: 0.594, data_time: 0.034, memory: 27319, loss_cls: 0.3190, loss_bbox: 0.9880, loss_obj: 0.3008, loss: 1.6078 2023-02-25 11:52:00,895 - mmdet - INFO - Epoch [169][150/1111] lr: 4.031e-03, eta: 1 day, 1:08:18, time: 0.597, data_time: 0.026, memory: 27319, loss_cls: 0.3058, loss_bbox: 0.9363, loss_obj: 0.2755, loss: 1.5175 2023-02-25 11:52:34,342 - mmdet - INFO - Epoch [169][200/1111] lr: 4.029e-03, eta: 1 day, 1:07:50, time: 0.669, data_time: 0.028, memory: 27319, loss_cls: 0.3092, loss_bbox: 0.9472, loss_obj: 0.2877, loss: 1.5441 2023-02-25 11:53:06,740 - mmdet - INFO - Epoch [169][250/1111] lr: 4.026e-03, eta: 1 day, 1:07:20, time: 0.648, data_time: 0.025, memory: 27319, loss_cls: 0.3070, loss_bbox: 0.9386, loss_obj: 0.2854, loss: 1.5311 2023-02-25 11:53:35,183 - mmdet - INFO - Epoch [169][300/1111] lr: 4.024e-03, eta: 1 day, 1:06:47, time: 0.569, data_time: 0.030, memory: 27319, loss_cls: 0.3129, loss_bbox: 0.9631, loss_obj: 0.2948, loss: 1.5708 2023-02-25 11:54:05,133 - mmdet - INFO - Epoch [169][350/1111] lr: 4.022e-03, eta: 1 day, 1:06:15, time: 0.599, data_time: 0.034, memory: 27319, loss_cls: 0.3143, loss_bbox: 0.9710, loss_obj: 0.2931, loss: 1.5784 2023-02-25 11:54:35,572 - mmdet - INFO - Epoch [169][400/1111] lr: 4.019e-03, eta: 1 day, 1:05:44, time: 0.609, data_time: 0.029, memory: 27319, loss_cls: 0.3041, loss_bbox: 0.9288, loss_obj: 0.2678, loss: 1.5006 2023-02-25 11:55:08,246 - mmdet - INFO - Epoch [169][450/1111] lr: 4.017e-03, eta: 1 day, 1:05:15, time: 0.652, data_time: 0.027, memory: 27319, loss_cls: 0.3121, loss_bbox: 0.9576, loss_obj: 0.2935, loss: 1.5632 2023-02-25 11:55:43,195 - mmdet - INFO - Epoch [169][500/1111] lr: 4.015e-03, eta: 1 day, 1:04:47, time: 0.700, data_time: 0.029, memory: 27319, loss_cls: 0.3055, loss_bbox: 0.9226, loss_obj: 0.2732, loss: 1.5013 2023-02-25 11:56:16,177 - mmdet - INFO - Epoch [169][550/1111] lr: 4.012e-03, eta: 1 day, 1:04:18, time: 0.660, data_time: 0.025, memory: 27319, loss_cls: 0.3048, loss_bbox: 0.9250, loss_obj: 0.2825, loss: 1.5123 2023-02-25 11:56:48,229 - mmdet - INFO - Epoch [169][600/1111] lr: 4.010e-03, eta: 1 day, 1:03:48, time: 0.641, data_time: 0.028, memory: 27319, loss_cls: 0.3065, loss_bbox: 0.9328, loss_obj: 0.2784, loss: 1.5177 2023-02-25 11:57:19,226 - mmdet - INFO - Epoch [169][650/1111] lr: 4.008e-03, eta: 1 day, 1:03:17, time: 0.620, data_time: 0.032, memory: 27319, loss_cls: 0.3133, loss_bbox: 0.9685, loss_obj: 0.3026, loss: 1.5844 2023-02-25 11:57:51,454 - mmdet - INFO - Epoch [169][700/1111] lr: 4.005e-03, eta: 1 day, 1:02:47, time: 0.645, data_time: 0.025, memory: 27319, loss_cls: 0.3122, loss_bbox: 0.9578, loss_obj: 0.2858, loss: 1.5558 2023-02-25 11:58:22,329 - mmdet - INFO - Epoch [169][750/1111] lr: 4.003e-03, eta: 1 day, 1:02:16, time: 0.618, data_time: 0.033, memory: 27319, loss_cls: 0.3105, loss_bbox: 0.9502, loss_obj: 0.2927, loss: 1.5534 2023-02-25 11:58:52,321 - mmdet - INFO - Epoch [169][800/1111] lr: 4.001e-03, eta: 1 day, 1:01:45, time: 0.600, data_time: 0.031, memory: 27319, loss_cls: 0.3058, loss_bbox: 0.9333, loss_obj: 0.2799, loss: 1.5191 2023-02-25 11:59:23,114 - mmdet - INFO - Epoch [169][850/1111] lr: 3.998e-03, eta: 1 day, 1:01:14, time: 0.616, data_time: 0.032, memory: 27319, loss_cls: 0.3069, loss_bbox: 0.9384, loss_obj: 0.2850, loss: 1.5303 2023-02-25 11:59:49,950 - mmdet - INFO - Epoch [169][900/1111] lr: 3.996e-03, eta: 1 day, 1:00:40, time: 0.537, data_time: 0.030, memory: 27319, loss_cls: 0.3079, loss_bbox: 0.9372, loss_obj: 0.2725, loss: 1.5176 2023-02-25 12:00:17,656 - mmdet - INFO - Epoch [169][950/1111] lr: 3.994e-03, eta: 1 day, 1:00:06, time: 0.554, data_time: 0.031, memory: 27319, loss_cls: 0.3142, loss_bbox: 0.9717, loss_obj: 0.2940, loss: 1.5799 2023-02-25 12:00:49,789 - mmdet - INFO - Epoch [169][1000/1111] lr: 3.991e-03, eta: 1 day, 0:59:36, time: 0.643, data_time: 0.029, memory: 27319, loss_cls: 0.3092, loss_bbox: 0.9422, loss_obj: 0.2714, loss: 1.5228 2023-02-25 12:01:21,002 - mmdet - INFO - Epoch [169][1050/1111] lr: 3.989e-03, eta: 1 day, 0:59:06, time: 0.624, data_time: 0.028, memory: 27319, loss_cls: 0.3049, loss_bbox: 0.9240, loss_obj: 0.2691, loss: 1.4979 2023-02-25 12:01:52,508 - mmdet - INFO - Epoch [169][1100/1111] lr: 3.987e-03, eta: 1 day, 0:58:35, time: 0.630, data_time: 0.021, memory: 27319, loss_cls: 0.3074, loss_bbox: 0.9365, loss_obj: 0.2852, loss: 1.5292 2023-02-25 12:02:46,476 - mmdet - INFO - Epoch [170][50/1111] lr: 3.984e-03, eta: 1 day, 0:58:04, time: 0.920, data_time: 0.285, memory: 27319, loss_cls: 0.3099, loss_bbox: 0.9525, loss_obj: 0.2790, loss: 1.5413 2023-02-25 12:03:15,087 - mmdet - INFO - Epoch [170][100/1111] lr: 3.982e-03, eta: 1 day, 0:57:31, time: 0.572, data_time: 0.030, memory: 27319, loss_cls: 0.3049, loss_bbox: 0.9218, loss_obj: 0.2636, loss: 1.4903 2023-02-25 12:03:48,755 - mmdet - INFO - Epoch [170][150/1111] lr: 3.979e-03, eta: 1 day, 0:57:03, time: 0.673, data_time: 0.029, memory: 27319, loss_cls: 0.3085, loss_bbox: 0.9393, loss_obj: 0.2921, loss: 1.5400 2023-02-25 12:04:17,230 - mmdet - INFO - Epoch [170][200/1111] lr: 3.977e-03, eta: 1 day, 0:56:30, time: 0.569, data_time: 0.033, memory: 27319, loss_cls: 0.3150, loss_bbox: 0.9750, loss_obj: 0.2881, loss: 1.5781 2023-02-25 12:04:48,383 - mmdet - INFO - Epoch [170][250/1111] lr: 3.975e-03, eta: 1 day, 0:55:59, time: 0.622, data_time: 0.028, memory: 27319, loss_cls: 0.3054, loss_bbox: 0.9213, loss_obj: 0.2678, loss: 1.4945 2023-02-25 12:05:19,420 - mmdet - INFO - Epoch [170][300/1111] lr: 3.972e-03, eta: 1 day, 0:55:28, time: 0.621, data_time: 0.035, memory: 27319, loss_cls: 0.3100, loss_bbox: 0.9494, loss_obj: 0.2754, loss: 1.5348 2023-02-25 12:05:48,605 - mmdet - INFO - Epoch [170][350/1111] lr: 3.970e-03, eta: 1 day, 0:54:56, time: 0.583, data_time: 0.030, memory: 27319, loss_cls: 0.3079, loss_bbox: 0.9426, loss_obj: 0.2854, loss: 1.5359 2023-02-25 12:06:20,354 - mmdet - INFO - Epoch [170][400/1111] lr: 3.968e-03, eta: 1 day, 0:54:26, time: 0.635, data_time: 0.027, memory: 27319, loss_cls: 0.3138, loss_bbox: 0.9625, loss_obj: 0.2834, loss: 1.5597 2023-02-25 12:06:51,544 - mmdet - INFO - Epoch [170][450/1111] lr: 3.966e-03, eta: 1 day, 0:53:55, time: 0.624, data_time: 0.031, memory: 27319, loss_cls: 0.3081, loss_bbox: 0.9397, loss_obj: 0.2849, loss: 1.5326 2023-02-25 12:07:21,800 - mmdet - INFO - Epoch [170][500/1111] lr: 3.963e-03, eta: 1 day, 0:53:24, time: 0.605, data_time: 0.030, memory: 27319, loss_cls: 0.3047, loss_bbox: 0.9239, loss_obj: 0.2742, loss: 1.5028 2023-02-25 12:07:54,788 - mmdet - INFO - Epoch [170][550/1111] lr: 3.961e-03, eta: 1 day, 0:52:55, time: 0.660, data_time: 0.029, memory: 27319, loss_cls: 0.3173, loss_bbox: 0.9797, loss_obj: 0.2967, loss: 1.5937 2023-02-25 12:08:26,794 - mmdet - INFO - Epoch [170][600/1111] lr: 3.959e-03, eta: 1 day, 0:52:25, time: 0.640, data_time: 0.028, memory: 27319, loss_cls: 0.3021, loss_bbox: 0.9133, loss_obj: 0.2576, loss: 1.4731 2023-02-25 12:08:57,657 - mmdet - INFO - Epoch [170][650/1111] lr: 3.956e-03, eta: 1 day, 0:51:54, time: 0.617, data_time: 0.028, memory: 27319, loss_cls: 0.3082, loss_bbox: 0.9443, loss_obj: 0.2847, loss: 1.5373 2023-02-25 12:09:31,486 - mmdet - INFO - Epoch [170][700/1111] lr: 3.954e-03, eta: 1 day, 0:51:25, time: 0.677, data_time: 0.027, memory: 27319, loss_cls: 0.2999, loss_bbox: 0.9034, loss_obj: 0.2721, loss: 1.4754 2023-02-25 12:10:05,060 - mmdet - INFO - Epoch [170][750/1111] lr: 3.952e-03, eta: 1 day, 0:50:56, time: 0.671, data_time: 0.025, memory: 27319, loss_cls: 0.2999, loss_bbox: 0.9030, loss_obj: 0.2702, loss: 1.4731 2023-02-25 12:10:38,267 - mmdet - INFO - Epoch [170][800/1111] lr: 3.949e-03, eta: 1 day, 0:50:27, time: 0.664, data_time: 0.026, memory: 27319, loss_cls: 0.3055, loss_bbox: 0.9304, loss_obj: 0.2745, loss: 1.5103 2023-02-25 12:11:13,238 - mmdet - INFO - Epoch [170][850/1111] lr: 3.947e-03, eta: 1 day, 0:49:59, time: 0.699, data_time: 0.024, memory: 27319, loss_cls: 0.3005, loss_bbox: 0.9080, loss_obj: 0.2741, loss: 1.4826 2023-02-25 12:11:42,214 - mmdet - INFO - Epoch [170][900/1111] lr: 3.945e-03, eta: 1 day, 0:49:27, time: 0.580, data_time: 0.038, memory: 27319, loss_cls: 0.3106, loss_bbox: 0.9567, loss_obj: 0.2859, loss: 1.5532 2023-02-25 12:12:08,843 - mmdet - INFO - Epoch [170][950/1111] lr: 3.942e-03, eta: 1 day, 0:48:53, time: 0.533, data_time: 0.035, memory: 27319, loss_cls: 0.3155, loss_bbox: 0.9786, loss_obj: 0.2915, loss: 1.5856 2023-02-25 12:12:43,981 - mmdet - INFO - Epoch [170][1000/1111] lr: 3.940e-03, eta: 1 day, 0:48:25, time: 0.703, data_time: 0.051, memory: 27319, loss_cls: 0.3036, loss_bbox: 0.9186, loss_obj: 0.2691, loss: 1.4913 2023-02-25 12:13:16,090 - mmdet - INFO - Epoch [170][1050/1111] lr: 3.938e-03, eta: 1 day, 0:47:55, time: 0.642, data_time: 0.029, memory: 27319, loss_cls: 0.3054, loss_bbox: 0.9308, loss_obj: 0.2782, loss: 1.5143 2023-02-25 12:13:40,305 - mmdet - INFO - Epoch [170][1100/1111] lr: 3.936e-03, eta: 1 day, 0:47:19, time: 0.484, data_time: 0.028, memory: 27319, loss_cls: 0.3163, loss_bbox: 0.9848, loss_obj: 0.2886, loss: 1.5897 2023-02-25 12:13:48,160 - mmdet - INFO - Saving checkpoint at 170 epochs 2023-02-25 12:16:48,393 - mmdet - INFO - Evaluating bbox... 2023-02-25 12:16:58,080 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.896 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.969 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.939 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.080 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.783 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.945 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.914 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.914 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.914 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.237 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.843 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.957 2023-02-25 12:16:58,298 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_160.pth was removed 2023-02-25 12:17:00,743 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_170.pth. 2023-02-25 12:17:00,744 - mmdet - INFO - Best bbox_mAP is 0.8961 at 170 epoch. 2023-02-25 12:17:00,744 - mmdet - INFO - Exp name: yolox_x.py 2023-02-25 12:17:00,744 - mmdet - INFO - Epoch(val) [170][4200] bbox_mAP: 0.8961, bbox_mAP_50: 0.9692, bbox_mAP_75: 0.9387, bbox_mAP_s: 0.0796, bbox_mAP_m: 0.7833, bbox_mAP_l: 0.9455, bbox_mAP_copypaste: 0.8961 0.9692 0.9387 0.0796 0.7833 0.9455 2023-02-25 12:17:39,988 - mmdet - INFO - Epoch [171][50/1111] lr: 3.933e-03, eta: 1 day, 0:46:43, time: 0.784, data_time: 0.161, memory: 27319, loss_cls: 0.3065, loss_bbox: 0.9328, loss_obj: 0.2747, loss: 1.5139 2023-02-25 12:18:07,139 - mmdet - INFO - Epoch [171][100/1111] lr: 3.930e-03, eta: 1 day, 0:46:09, time: 0.543, data_time: 0.032, memory: 27319, loss_cls: 0.3144, loss_bbox: 0.9691, loss_obj: 0.2770, loss: 1.5605 2023-02-25 12:18:39,153 - mmdet - INFO - Epoch [171][150/1111] lr: 3.928e-03, eta: 1 day, 0:45:39, time: 0.640, data_time: 0.034, memory: 27319, loss_cls: 0.3145, loss_bbox: 0.9711, loss_obj: 0.2920, loss: 1.5775 2023-02-25 12:19:07,240 - mmdet - INFO - Epoch [171][200/1111] lr: 3.926e-03, eta: 1 day, 0:45:06, time: 0.562, data_time: 0.028, memory: 27319, loss_cls: 0.3099, loss_bbox: 0.9519, loss_obj: 0.2830, loss: 1.5447 2023-02-25 12:19:36,303 - mmdet - INFO - Epoch [171][250/1111] lr: 3.924e-03, eta: 1 day, 0:44:34, time: 0.581, data_time: 0.029, memory: 27319, loss_cls: 0.3096, loss_bbox: 0.9483, loss_obj: 0.2781, loss: 1.5360 2023-02-25 12:20:08,218 - mmdet - INFO - Epoch [171][300/1111] lr: 3.921e-03, eta: 1 day, 0:44:03, time: 0.638, data_time: 0.030, memory: 27319, loss_cls: 0.3031, loss_bbox: 0.9151, loss_obj: 0.2626, loss: 1.4807 2023-02-25 12:20:39,163 - mmdet - INFO - Epoch [171][350/1111] lr: 3.919e-03, eta: 1 day, 0:43:33, time: 0.619, data_time: 0.033, memory: 27319, loss_cls: 0.3058, loss_bbox: 0.9296, loss_obj: 0.2851, loss: 1.5205 2023-02-25 12:21:07,390 - mmdet - INFO - Epoch [171][400/1111] lr: 3.917e-03, eta: 1 day, 0:43:00, time: 0.565, data_time: 0.034, memory: 27319, loss_cls: 0.3131, loss_bbox: 0.9650, loss_obj: 0.2873, loss: 1.5655 2023-02-25 12:21:38,016 - mmdet - INFO - Epoch [171][450/1111] lr: 3.914e-03, eta: 1 day, 0:42:29, time: 0.612, data_time: 0.031, memory: 27319, loss_cls: 0.3112, loss_bbox: 0.9539, loss_obj: 0.2821, loss: 1.5472 2023-02-25 12:22:06,829 - mmdet - INFO - Epoch [171][500/1111] lr: 3.912e-03, eta: 1 day, 0:41:56, time: 0.576, data_time: 0.026, memory: 27319, loss_cls: 0.3100, loss_bbox: 0.9510, loss_obj: 0.2822, loss: 1.5433 2023-02-25 12:22:34,508 - mmdet - INFO - Epoch [171][550/1111] lr: 3.910e-03, eta: 1 day, 0:41:23, time: 0.554, data_time: 0.034, memory: 27319, loss_cls: 0.3112, loss_bbox: 0.9561, loss_obj: 0.2922, loss: 1.5595 2023-02-25 12:23:04,162 - mmdet - INFO - Epoch [171][600/1111] lr: 3.907e-03, eta: 1 day, 0:40:51, time: 0.593, data_time: 0.029, memory: 27319, loss_cls: 0.3074, loss_bbox: 0.9386, loss_obj: 0.2806, loss: 1.5265 2023-02-25 12:23:35,124 - mmdet - INFO - Epoch [171][650/1111] lr: 3.905e-03, eta: 1 day, 0:40:20, time: 0.620, data_time: 0.035, memory: 27319, loss_cls: 0.3115, loss_bbox: 0.9510, loss_obj: 0.2771, loss: 1.5396 2023-02-25 12:24:05,604 - mmdet - INFO - Epoch [171][700/1111] lr: 3.903e-03, eta: 1 day, 0:39:49, time: 0.609, data_time: 0.027, memory: 27319, loss_cls: 0.3068, loss_bbox: 0.9337, loss_obj: 0.2832, loss: 1.5237 2023-02-25 12:24:32,535 - mmdet - INFO - Epoch [171][750/1111] lr: 3.900e-03, eta: 1 day, 0:39:15, time: 0.539, data_time: 0.038, memory: 27319, loss_cls: 0.3114, loss_bbox: 0.9570, loss_obj: 0.2751, loss: 1.5435 2023-02-25 12:25:01,754 - mmdet - INFO - Epoch [171][800/1111] lr: 3.898e-03, eta: 1 day, 0:38:43, time: 0.584, data_time: 0.028, memory: 27319, loss_cls: 0.3074, loss_bbox: 0.9397, loss_obj: 0.2969, loss: 1.5440 2023-02-25 12:25:31,049 - mmdet - INFO - Epoch [171][850/1111] lr: 3.896e-03, eta: 1 day, 0:38:11, time: 0.586, data_time: 0.028, memory: 27319, loss_cls: 0.3041, loss_bbox: 0.9229, loss_obj: 0.2774, loss: 1.5044 2023-02-25 12:26:04,954 - mmdet - INFO - Epoch [171][900/1111] lr: 3.894e-03, eta: 1 day, 0:37:42, time: 0.678, data_time: 0.026, memory: 27319, loss_cls: 0.3017, loss_bbox: 0.9103, loss_obj: 0.2715, loss: 1.4836 2023-02-25 12:26:34,947 - mmdet - INFO - Epoch [171][950/1111] lr: 3.891e-03, eta: 1 day, 0:37:11, time: 0.600, data_time: 0.028, memory: 27319, loss_cls: 0.3059, loss_bbox: 0.9306, loss_obj: 0.2721, loss: 1.5086 2023-02-25 12:27:02,969 - mmdet - INFO - Epoch [171][1000/1111] lr: 3.889e-03, eta: 1 day, 0:36:38, time: 0.560, data_time: 0.034, memory: 27319, loss_cls: 0.3179, loss_bbox: 0.9882, loss_obj: 0.2871, loss: 1.5932 2023-02-25 12:27:35,633 - mmdet - INFO - Epoch [171][1050/1111] lr: 3.887e-03, eta: 1 day, 0:36:08, time: 0.653, data_time: 0.027, memory: 27319, loss_cls: 0.3023, loss_bbox: 0.9135, loss_obj: 0.2781, loss: 1.4938 2023-02-25 12:28:03,854 - mmdet - INFO - Epoch [171][1100/1111] lr: 3.884e-03, eta: 1 day, 0:35:35, time: 0.565, data_time: 0.027, memory: 27319, loss_cls: 0.3119, loss_bbox: 0.9611, loss_obj: 0.2833, loss: 1.5564 2023-02-25 12:28:53,145 - mmdet - INFO - Epoch [172][50/1111] lr: 3.882e-03, eta: 1 day, 0:35:03, time: 0.895, data_time: 0.270, memory: 27319, loss_cls: 0.3128, loss_bbox: 0.9683, loss_obj: 0.2806, loss: 1.5616 2023-02-25 12:29:25,170 - mmdet - INFO - Epoch [172][100/1111] lr: 3.879e-03, eta: 1 day, 0:34:33, time: 0.640, data_time: 0.026, memory: 27319, loss_cls: 0.3058, loss_bbox: 0.9319, loss_obj: 0.2896, loss: 1.5273 2023-02-25 12:29:55,087 - mmdet - INFO - Epoch [172][150/1111] lr: 3.877e-03, eta: 1 day, 0:34:01, time: 0.598, data_time: 0.029, memory: 27319, loss_cls: 0.3098, loss_bbox: 0.9482, loss_obj: 0.2786, loss: 1.5366 2023-02-25 12:30:25,859 - mmdet - INFO - Epoch [172][200/1111] lr: 3.875e-03, eta: 1 day, 0:33:30, time: 0.615, data_time: 0.031, memory: 27319, loss_cls: 0.3062, loss_bbox: 0.9299, loss_obj: 0.2766, loss: 1.5128 2023-02-25 12:30:58,140 - mmdet - INFO - Epoch [172][250/1111] lr: 3.872e-03, eta: 1 day, 0:33:00, time: 0.645, data_time: 0.025, memory: 27319, loss_cls: 0.3092, loss_bbox: 0.9444, loss_obj: 0.2903, loss: 1.5439 2023-02-25 12:31:26,540 - mmdet - INFO - Epoch [172][300/1111] lr: 3.870e-03, eta: 1 day, 0:32:28, time: 0.568, data_time: 0.033, memory: 27319, loss_cls: 0.3073, loss_bbox: 0.9376, loss_obj: 0.2748, loss: 1.5197 2023-02-25 12:31:54,264 - mmdet - INFO - Epoch [172][350/1111] lr: 3.868e-03, eta: 1 day, 0:31:54, time: 0.554, data_time: 0.033, memory: 27319, loss_cls: 0.3133, loss_bbox: 0.9640, loss_obj: 0.2808, loss: 1.5581 2023-02-25 12:32:23,650 - mmdet - INFO - Epoch [172][400/1111] lr: 3.866e-03, eta: 1 day, 0:31:22, time: 0.588, data_time: 0.034, memory: 27319, loss_cls: 0.3102, loss_bbox: 0.9524, loss_obj: 0.2882, loss: 1.5508 2023-02-25 12:32:54,843 - mmdet - INFO - Epoch [172][450/1111] lr: 3.863e-03, eta: 1 day, 0:30:52, time: 0.624, data_time: 0.030, memory: 27319, loss_cls: 0.3115, loss_bbox: 0.9545, loss_obj: 0.2852, loss: 1.5511 2023-02-25 12:33:21,117 - mmdet - INFO - Epoch [172][500/1111] lr: 3.861e-03, eta: 1 day, 0:30:17, time: 0.525, data_time: 0.038, memory: 27319, loss_cls: 0.3155, loss_bbox: 0.9809, loss_obj: 0.2888, loss: 1.5852 2023-02-25 12:33:51,133 - mmdet - INFO - Epoch [172][550/1111] lr: 3.859e-03, eta: 1 day, 0:29:46, time: 0.600, data_time: 0.031, memory: 27319, loss_cls: 0.3108, loss_bbox: 0.9497, loss_obj: 0.2834, loss: 1.5438 2023-02-25 12:34:19,713 - mmdet - INFO - Epoch [172][600/1111] lr: 3.856e-03, eta: 1 day, 0:29:13, time: 0.572, data_time: 0.030, memory: 27319, loss_cls: 0.3116, loss_bbox: 0.9586, loss_obj: 0.2853, loss: 1.5555 2023-02-25 12:34:48,925 - mmdet - INFO - Epoch [172][650/1111] lr: 3.854e-03, eta: 1 day, 0:28:41, time: 0.584, data_time: 0.031, memory: 27319, loss_cls: 0.3107, loss_bbox: 0.9518, loss_obj: 0.2849, loss: 1.5475 2023-02-25 12:35:15,792 - mmdet - INFO - Epoch [172][700/1111] lr: 3.852e-03, eta: 1 day, 0:28:07, time: 0.537, data_time: 0.034, memory: 27319, loss_cls: 0.3130, loss_bbox: 0.9631, loss_obj: 0.2909, loss: 1.5670 2023-02-25 12:35:43,870 - mmdet - INFO - Epoch [172][750/1111] lr: 3.849e-03, eta: 1 day, 0:27:34, time: 0.562, data_time: 0.031, memory: 27319, loss_cls: 0.3067, loss_bbox: 0.9376, loss_obj: 0.2771, loss: 1.5214 2023-02-25 12:36:13,169 - mmdet - INFO - Epoch [172][800/1111] lr: 3.847e-03, eta: 1 day, 0:27:02, time: 0.586, data_time: 0.034, memory: 27319, loss_cls: 0.3093, loss_bbox: 0.9520, loss_obj: 0.2913, loss: 1.5527 2023-02-25 12:36:44,413 - mmdet - INFO - Epoch [172][850/1111] lr: 3.845e-03, eta: 1 day, 0:26:31, time: 0.625, data_time: 0.027, memory: 27319, loss_cls: 0.3083, loss_bbox: 0.9429, loss_obj: 0.2926, loss: 1.5438 2023-02-25 12:37:17,142 - mmdet - INFO - Epoch [172][900/1111] lr: 3.843e-03, eta: 1 day, 0:26:02, time: 0.655, data_time: 0.027, memory: 27319, loss_cls: 0.3024, loss_bbox: 0.9177, loss_obj: 0.2748, loss: 1.4949 2023-02-25 12:37:47,952 - mmdet - INFO - Epoch [172][950/1111] lr: 3.840e-03, eta: 1 day, 0:25:31, time: 0.616, data_time: 0.026, memory: 27319, loss_cls: 0.3105, loss_bbox: 0.9527, loss_obj: 0.2807, loss: 1.5438 2023-02-25 12:38:13,087 - mmdet - INFO - Epoch [172][1000/1111] lr: 3.838e-03, eta: 1 day, 0:24:56, time: 0.503, data_time: 0.039, memory: 27319, loss_cls: 0.3180, loss_bbox: 0.9911, loss_obj: 0.3055, loss: 1.6145 2023-02-25 12:38:42,483 - mmdet - INFO - Epoch [172][1050/1111] lr: 3.836e-03, eta: 1 day, 0:24:24, time: 0.588, data_time: 0.033, memory: 27319, loss_cls: 0.3157, loss_bbox: 0.9787, loss_obj: 0.3033, loss: 1.5977 2023-02-25 12:39:10,217 - mmdet - INFO - Epoch [172][1100/1111] lr: 3.833e-03, eta: 1 day, 0:23:51, time: 0.555, data_time: 0.029, memory: 27319, loss_cls: 0.3133, loss_bbox: 0.9617, loss_obj: 0.2923, loss: 1.5673 2023-02-25 12:40:06,370 - mmdet - INFO - Epoch [173][50/1111] lr: 3.831e-03, eta: 1 day, 0:23:21, time: 0.979, data_time: 0.272, memory: 27319, loss_cls: 0.3052, loss_bbox: 0.9245, loss_obj: 0.2705, loss: 1.5002 2023-02-25 12:40:35,449 - mmdet - INFO - Epoch [173][100/1111] lr: 3.828e-03, eta: 1 day, 0:22:49, time: 0.582, data_time: 0.028, memory: 27319, loss_cls: 0.3078, loss_bbox: 0.9374, loss_obj: 0.2786, loss: 1.5237 2023-02-25 12:41:02,975 - mmdet - INFO - Epoch [173][150/1111] lr: 3.826e-03, eta: 1 day, 0:22:16, time: 0.550, data_time: 0.035, memory: 27319, loss_cls: 0.3085, loss_bbox: 0.9466, loss_obj: 0.2853, loss: 1.5405 2023-02-25 12:41:33,772 - mmdet - INFO - Epoch [173][200/1111] lr: 3.824e-03, eta: 1 day, 0:21:45, time: 0.616, data_time: 0.026, memory: 27319, loss_cls: 0.3041, loss_bbox: 0.9246, loss_obj: 0.2569, loss: 1.4857 2023-02-25 12:42:07,857 - mmdet - INFO - Epoch [173][250/1111] lr: 3.822e-03, eta: 1 day, 0:21:16, time: 0.682, data_time: 0.027, memory: 27319, loss_cls: 0.3040, loss_bbox: 0.9242, loss_obj: 0.2795, loss: 1.5077 2023-02-25 12:42:38,992 - mmdet - INFO - Epoch [173][300/1111] lr: 3.819e-03, eta: 1 day, 0:20:46, time: 0.623, data_time: 0.026, memory: 27319, loss_cls: 0.3077, loss_bbox: 0.9407, loss_obj: 0.2692, loss: 1.5176 2023-02-25 12:43:09,068 - mmdet - INFO - Epoch [173][350/1111] lr: 3.817e-03, eta: 1 day, 0:20:14, time: 0.601, data_time: 0.026, memory: 27319, loss_cls: 0.3049, loss_bbox: 0.9252, loss_obj: 0.2674, loss: 1.4976 2023-02-25 12:43:40,457 - mmdet - INFO - Epoch [173][400/1111] lr: 3.815e-03, eta: 1 day, 0:19:44, time: 0.628, data_time: 0.028, memory: 27319, loss_cls: 0.3039, loss_bbox: 0.9193, loss_obj: 0.2728, loss: 1.4961 2023-02-25 12:44:10,560 - mmdet - INFO - Epoch [173][450/1111] lr: 3.812e-03, eta: 1 day, 0:19:12, time: 0.602, data_time: 0.027, memory: 27319, loss_cls: 0.3063, loss_bbox: 0.9351, loss_obj: 0.2694, loss: 1.5108 2023-02-25 12:44:41,931 - mmdet - INFO - Epoch [173][500/1111] lr: 3.810e-03, eta: 1 day, 0:18:42, time: 0.627, data_time: 0.027, memory: 27319, loss_cls: 0.2993, loss_bbox: 0.9027, loss_obj: 0.2631, loss: 1.4651 2023-02-25 12:45:11,886 - mmdet - INFO - Epoch [173][550/1111] lr: 3.808e-03, eta: 1 day, 0:18:10, time: 0.599, data_time: 0.028, memory: 27319, loss_cls: 0.2995, loss_bbox: 0.9057, loss_obj: 0.2610, loss: 1.4662 2023-02-25 12:45:40,183 - mmdet - INFO - Epoch [173][600/1111] lr: 3.806e-03, eta: 1 day, 0:17:37, time: 0.566, data_time: 0.033, memory: 27319, loss_cls: 0.3132, loss_bbox: 0.9689, loss_obj: 0.2977, loss: 1.5798 2023-02-25 12:46:13,057 - mmdet - INFO - Epoch [173][650/1111] lr: 3.803e-03, eta: 1 day, 0:17:08, time: 0.657, data_time: 0.030, memory: 27319, loss_cls: 0.3094, loss_bbox: 0.9459, loss_obj: 0.2867, loss: 1.5420 2023-02-25 12:46:42,984 - mmdet - INFO - Epoch [173][700/1111] lr: 3.801e-03, eta: 1 day, 0:16:36, time: 0.599, data_time: 0.029, memory: 27319, loss_cls: 0.3082, loss_bbox: 0.9436, loss_obj: 0.2744, loss: 1.5262 2023-02-25 12:47:17,544 - mmdet - INFO - Epoch [173][750/1111] lr: 3.799e-03, eta: 1 day, 0:16:08, time: 0.691, data_time: 0.028, memory: 27319, loss_cls: 0.3020, loss_bbox: 0.9149, loss_obj: 0.2721, loss: 1.4890 2023-02-25 12:47:47,102 - mmdet - INFO - Epoch [173][800/1111] lr: 3.796e-03, eta: 1 day, 0:15:36, time: 0.591, data_time: 0.029, memory: 27319, loss_cls: 0.3101, loss_bbox: 0.9571, loss_obj: 0.2907, loss: 1.5580 2023-02-25 12:48:14,799 - mmdet - INFO - Epoch [173][850/1111] lr: 3.794e-03, eta: 1 day, 0:15:03, time: 0.554, data_time: 0.032, memory: 27319, loss_cls: 0.3170, loss_bbox: 0.9849, loss_obj: 0.2857, loss: 1.5876 2023-02-25 12:48:42,824 - mmdet - INFO - Epoch [173][900/1111] lr: 3.792e-03, eta: 1 day, 0:14:30, time: 0.560, data_time: 0.035, memory: 27319, loss_cls: 0.3151, loss_bbox: 0.9797, loss_obj: 0.2925, loss: 1.5874 2023-02-25 12:49:12,904 - mmdet - INFO - Epoch [173][950/1111] lr: 3.790e-03, eta: 1 day, 0:13:59, time: 0.602, data_time: 0.032, memory: 27319, loss_cls: 0.3096, loss_bbox: 0.9521, loss_obj: 0.2938, loss: 1.5555 2023-02-25 12:49:42,129 - mmdet - INFO - Epoch [173][1000/1111] lr: 3.787e-03, eta: 1 day, 0:13:27, time: 0.584, data_time: 0.031, memory: 27319, loss_cls: 0.3084, loss_bbox: 0.9432, loss_obj: 0.2757, loss: 1.5273 2023-02-25 12:50:11,390 - mmdet - INFO - Epoch [173][1050/1111] lr: 3.785e-03, eta: 1 day, 0:12:54, time: 0.585, data_time: 0.026, memory: 27319, loss_cls: 0.3052, loss_bbox: 0.9289, loss_obj: 0.2712, loss: 1.5053 2023-02-25 12:50:41,220 - mmdet - INFO - Epoch [173][1100/1111] lr: 3.783e-03, eta: 1 day, 0:12:23, time: 0.597, data_time: 0.026, memory: 27319, loss_cls: 0.3075, loss_bbox: 0.9362, loss_obj: 0.2782, loss: 1.5220 2023-02-25 12:51:31,482 - mmdet - INFO - Epoch [174][50/1111] lr: 3.780e-03, eta: 1 day, 0:11:50, time: 0.895, data_time: 0.275, memory: 27319, loss_cls: 0.3101, loss_bbox: 0.9517, loss_obj: 0.2874, loss: 1.5492 2023-02-25 12:52:01,524 - mmdet - INFO - Epoch [174][100/1111] lr: 3.778e-03, eta: 1 day, 0:11:19, time: 0.600, data_time: 0.032, memory: 27319, loss_cls: 0.3016, loss_bbox: 0.9121, loss_obj: 0.2662, loss: 1.4798 2023-02-25 12:52:30,828 - mmdet - INFO - Epoch [174][150/1111] lr: 3.775e-03, eta: 1 day, 0:10:47, time: 0.586, data_time: 0.030, memory: 27319, loss_cls: 0.3095, loss_bbox: 0.9476, loss_obj: 0.2765, loss: 1.5335 2023-02-25 12:52:59,520 - mmdet - INFO - Epoch [174][200/1111] lr: 3.773e-03, eta: 1 day, 0:10:14, time: 0.574, data_time: 0.028, memory: 27319, loss_cls: 0.3037, loss_bbox: 0.9261, loss_obj: 0.2683, loss: 1.4981 2023-02-25 12:53:31,892 - mmdet - INFO - Epoch [174][250/1111] lr: 3.771e-03, eta: 1 day, 0:09:45, time: 0.647, data_time: 0.026, memory: 27319, loss_cls: 0.3033, loss_bbox: 0.9205, loss_obj: 0.2773, loss: 1.5012 2023-02-25 12:54:03,969 - mmdet - INFO - Epoch [174][300/1111] lr: 3.768e-03, eta: 1 day, 0:09:15, time: 0.641, data_time: 0.030, memory: 27319, loss_cls: 0.3092, loss_bbox: 0.9440, loss_obj: 0.2865, loss: 1.5396 2023-02-25 12:54:34,855 - mmdet - INFO - Epoch [174][350/1111] lr: 3.766e-03, eta: 1 day, 0:08:44, time: 0.618, data_time: 0.025, memory: 27319, loss_cls: 0.2984, loss_bbox: 0.8979, loss_obj: 0.2626, loss: 1.4590 2023-02-25 12:55:04,117 - mmdet - INFO - Epoch [174][400/1111] lr: 3.764e-03, eta: 1 day, 0:08:12, time: 0.585, data_time: 0.029, memory: 27319, loss_cls: 0.3071, loss_bbox: 0.9369, loss_obj: 0.2821, loss: 1.5261 2023-02-25 12:55:33,667 - mmdet - INFO - Epoch [174][450/1111] lr: 3.762e-03, eta: 1 day, 0:07:40, time: 0.591, data_time: 0.030, memory: 27319, loss_cls: 0.3121, loss_bbox: 0.9587, loss_obj: 0.2928, loss: 1.5636 2023-02-25 12:56:00,908 - mmdet - INFO - Epoch [174][500/1111] lr: 3.759e-03, eta: 1 day, 0:07:06, time: 0.545, data_time: 0.034, memory: 27319, loss_cls: 0.3166, loss_bbox: 0.9817, loss_obj: 0.2916, loss: 1.5899 2023-02-25 12:56:31,780 - mmdet - INFO - Epoch [174][550/1111] lr: 3.757e-03, eta: 1 day, 0:06:35, time: 0.617, data_time: 0.032, memory: 27319, loss_cls: 0.3037, loss_bbox: 0.9205, loss_obj: 0.2845, loss: 1.5087 2023-02-25 12:56:59,361 - mmdet - INFO - Epoch [174][600/1111] lr: 3.755e-03, eta: 1 day, 0:06:02, time: 0.551, data_time: 0.033, memory: 27319, loss_cls: 0.3059, loss_bbox: 0.9380, loss_obj: 0.2750, loss: 1.5190 2023-02-25 12:57:29,682 - mmdet - INFO - Epoch [174][650/1111] lr: 3.753e-03, eta: 1 day, 0:05:31, time: 0.606, data_time: 0.033, memory: 27319, loss_cls: 0.3053, loss_bbox: 0.9305, loss_obj: 0.2902, loss: 1.5260 2023-02-25 12:57:58,348 - mmdet - INFO - Epoch [174][700/1111] lr: 3.750e-03, eta: 1 day, 0:04:58, time: 0.573, data_time: 0.033, memory: 27319, loss_cls: 0.3084, loss_bbox: 0.9469, loss_obj: 0.2760, loss: 1.5313 2023-02-25 12:58:25,135 - mmdet - INFO - Epoch [174][750/1111] lr: 3.748e-03, eta: 1 day, 0:04:24, time: 0.536, data_time: 0.029, memory: 27319, loss_cls: 0.3038, loss_bbox: 0.9245, loss_obj: 0.2709, loss: 1.4992 2023-02-25 12:58:54,370 - mmdet - INFO - Epoch [174][800/1111] lr: 3.746e-03, eta: 1 day, 0:03:52, time: 0.585, data_time: 0.030, memory: 27319, loss_cls: 0.3062, loss_bbox: 0.9333, loss_obj: 0.2788, loss: 1.5183 2023-02-25 12:59:25,757 - mmdet - INFO - Epoch [174][850/1111] lr: 3.743e-03, eta: 1 day, 0:03:22, time: 0.628, data_time: 0.030, memory: 27319, loss_cls: 0.3057, loss_bbox: 0.9324, loss_obj: 0.2855, loss: 1.5236 2023-02-25 12:59:55,374 - mmdet - INFO - Epoch [174][900/1111] lr: 3.741e-03, eta: 1 day, 0:02:50, time: 0.592, data_time: 0.031, memory: 27319, loss_cls: 0.3018, loss_bbox: 0.9171, loss_obj: 0.2764, loss: 1.4954 2023-02-25 13:00:25,758 - mmdet - INFO - Epoch [174][950/1111] lr: 3.739e-03, eta: 1 day, 0:02:19, time: 0.608, data_time: 0.029, memory: 27319, loss_cls: 0.3034, loss_bbox: 0.9190, loss_obj: 0.2780, loss: 1.5003 2023-02-25 13:00:50,910 - mmdet - INFO - Epoch [174][1000/1111] lr: 3.737e-03, eta: 1 day, 0:01:44, time: 0.503, data_time: 0.036, memory: 27319, loss_cls: 0.3176, loss_bbox: 0.9870, loss_obj: 0.3003, loss: 1.6050 2023-02-25 13:01:16,733 - mmdet - INFO - Epoch [174][1050/1111] lr: 3.734e-03, eta: 1 day, 0:01:09, time: 0.516, data_time: 0.037, memory: 27319, loss_cls: 0.3108, loss_bbox: 0.9555, loss_obj: 0.2778, loss: 1.5441 2023-02-25 13:01:41,084 - mmdet - INFO - Epoch [174][1100/1111] lr: 3.732e-03, eta: 1 day, 0:00:34, time: 0.487, data_time: 0.026, memory: 27319, loss_cls: 0.3158, loss_bbox: 0.9763, loss_obj: 0.2817, loss: 1.5738 2023-02-25 13:02:36,014 - mmdet - INFO - Epoch [175][50/1111] lr: 3.729e-03, eta: 1 day, 0:00:05, time: 0.994, data_time: 0.277, memory: 27319, loss_cls: 0.3001, loss_bbox: 0.9065, loss_obj: 0.2673, loss: 1.4739 2023-02-25 13:03:10,010 - mmdet - INFO - Epoch [175][100/1111] lr: 3.727e-03, eta: 23:59:36, time: 0.680, data_time: 0.025, memory: 27319, loss_cls: 0.3043, loss_bbox: 0.9241, loss_obj: 0.2870, loss: 1.5155 2023-02-25 13:03:42,316 - mmdet - INFO - Epoch [175][150/1111] lr: 3.725e-03, eta: 23:59:06, time: 0.646, data_time: 0.021, memory: 27319, loss_cls: 0.3053, loss_bbox: 0.9292, loss_obj: 0.2777, loss: 1.5122 2023-02-25 13:04:16,052 - mmdet - INFO - Epoch [175][200/1111] lr: 3.722e-03, eta: 23:58:37, time: 0.675, data_time: 0.028, memory: 27319, loss_cls: 0.2998, loss_bbox: 0.9075, loss_obj: 0.2644, loss: 1.4717 2023-02-25 13:04:47,472 - mmdet - INFO - Epoch [175][250/1111] lr: 3.720e-03, eta: 23:58:07, time: 0.628, data_time: 0.027, memory: 27319, loss_cls: 0.3085, loss_bbox: 0.9485, loss_obj: 0.2766, loss: 1.5336 2023-02-25 13:05:14,557 - mmdet - INFO - Epoch [175][300/1111] lr: 3.718e-03, eta: 23:57:33, time: 0.542, data_time: 0.029, memory: 27319, loss_cls: 0.3098, loss_bbox: 0.9571, loss_obj: 0.2844, loss: 1.5513 2023-02-25 13:05:46,606 - mmdet - INFO - Epoch [175][350/1111] lr: 3.716e-03, eta: 23:57:03, time: 0.641, data_time: 0.029, memory: 27319, loss_cls: 0.3097, loss_bbox: 0.9447, loss_obj: 0.2903, loss: 1.5447 2023-02-25 13:06:13,813 - mmdet - INFO - Epoch [175][400/1111] lr: 3.713e-03, eta: 23:56:30, time: 0.544, data_time: 0.034, memory: 27319, loss_cls: 0.3159, loss_bbox: 0.9817, loss_obj: 0.2886, loss: 1.5862 2023-02-25 13:06:46,580 - mmdet - INFO - Epoch [175][450/1111] lr: 3.711e-03, eta: 23:56:00, time: 0.655, data_time: 0.023, memory: 27319, loss_cls: 0.3023, loss_bbox: 0.9132, loss_obj: 0.2704, loss: 1.4859 2023-02-25 13:07:16,571 - mmdet - INFO - Epoch [175][500/1111] lr: 3.709e-03, eta: 23:55:29, time: 0.600, data_time: 0.028, memory: 27319, loss_cls: 0.3055, loss_bbox: 0.9322, loss_obj: 0.2687, loss: 1.5064 2023-02-25 13:07:48,030 - mmdet - INFO - Epoch [175][550/1111] lr: 3.707e-03, eta: 23:54:58, time: 0.629, data_time: 0.026, memory: 27319, loss_cls: 0.2986, loss_bbox: 0.9000, loss_obj: 0.2628, loss: 1.4614 2023-02-25 13:08:19,227 - mmdet - INFO - Epoch [175][600/1111] lr: 3.704e-03, eta: 23:54:28, time: 0.624, data_time: 0.029, memory: 27319, loss_cls: 0.3039, loss_bbox: 0.9213, loss_obj: 0.2781, loss: 1.5034 2023-02-25 13:08:48,566 - mmdet - INFO - Epoch [175][650/1111] lr: 3.702e-03, eta: 23:53:56, time: 0.587, data_time: 0.027, memory: 27319, loss_cls: 0.3031, loss_bbox: 0.9193, loss_obj: 0.2748, loss: 1.4973 2023-02-25 13:09:21,845 - mmdet - INFO - Epoch [175][700/1111] lr: 3.700e-03, eta: 23:53:27, time: 0.665, data_time: 0.027, memory: 27319, loss_cls: 0.3001, loss_bbox: 0.9064, loss_obj: 0.2734, loss: 1.4799 2023-02-25 13:09:52,943 - mmdet - INFO - Epoch [175][750/1111] lr: 3.698e-03, eta: 23:52:56, time: 0.622, data_time: 0.027, memory: 27319, loss_cls: 0.2961, loss_bbox: 0.8891, loss_obj: 0.2612, loss: 1.4464 2023-02-25 13:10:24,552 - mmdet - INFO - Epoch [175][800/1111] lr: 3.695e-03, eta: 23:52:25, time: 0.632, data_time: 0.028, memory: 27319, loss_cls: 0.3023, loss_bbox: 0.9136, loss_obj: 0.2821, loss: 1.4980 2023-02-25 13:10:54,016 - mmdet - INFO - Epoch [175][850/1111] lr: 3.693e-03, eta: 23:51:54, time: 0.589, data_time: 0.027, memory: 27319, loss_cls: 0.3014, loss_bbox: 0.9142, loss_obj: 0.2686, loss: 1.4842 2023-02-25 13:11:26,838 - mmdet - INFO - Epoch [175][900/1111] lr: 3.691e-03, eta: 23:51:24, time: 0.656, data_time: 0.026, memory: 27319, loss_cls: 0.3010, loss_bbox: 0.9126, loss_obj: 0.2777, loss: 1.4912 2023-02-25 13:11:53,865 - mmdet - INFO - Epoch [175][950/1111] lr: 3.688e-03, eta: 23:50:50, time: 0.541, data_time: 0.040, memory: 27319, loss_cls: 0.3078, loss_bbox: 0.9440, loss_obj: 0.2717, loss: 1.5234 2023-02-25 13:12:21,879 - mmdet - INFO - Epoch [175][1000/1111] lr: 3.686e-03, eta: 23:50:18, time: 0.560, data_time: 0.038, memory: 27319, loss_cls: 0.3063, loss_bbox: 0.9360, loss_obj: 0.2677, loss: 1.5099 2023-02-25 13:12:53,462 - mmdet - INFO - Epoch [175][1050/1111] lr: 3.684e-03, eta: 23:49:47, time: 0.632, data_time: 0.025, memory: 27319, loss_cls: 0.3036, loss_bbox: 0.9217, loss_obj: 0.2741, loss: 1.4994 2023-02-25 13:13:25,750 - mmdet - INFO - Epoch [175][1100/1111] lr: 3.682e-03, eta: 23:49:17, time: 0.646, data_time: 0.029, memory: 27319, loss_cls: 0.3026, loss_bbox: 0.9136, loss_obj: 0.2767, loss: 1.4928 2023-02-25 13:14:16,258 - mmdet - INFO - Epoch [176][50/1111] lr: 3.679e-03, eta: 23:48:45, time: 0.910, data_time: 0.268, memory: 27319, loss_cls: 0.3155, loss_bbox: 0.9787, loss_obj: 0.2895, loss: 1.5837 2023-02-25 13:14:42,713 - mmdet - INFO - Epoch [176][100/1111] lr: 3.677e-03, eta: 23:48:11, time: 0.529, data_time: 0.033, memory: 27319, loss_cls: 0.3117, loss_bbox: 0.9598, loss_obj: 0.2919, loss: 1.5634 2023-02-25 13:15:17,221 - mmdet - INFO - Epoch [176][150/1111] lr: 3.674e-03, eta: 23:47:43, time: 0.690, data_time: 0.029, memory: 27319, loss_cls: 0.3042, loss_bbox: 0.9213, loss_obj: 0.2774, loss: 1.5029 2023-02-25 13:15:46,905 - mmdet - INFO - Epoch [176][200/1111] lr: 3.672e-03, eta: 23:47:11, time: 0.594, data_time: 0.028, memory: 27319, loss_cls: 0.3020, loss_bbox: 0.9159, loss_obj: 0.2621, loss: 1.4800 2023-02-25 13:16:18,923 - mmdet - INFO - Epoch [176][250/1111] lr: 3.670e-03, eta: 23:46:41, time: 0.640, data_time: 0.029, memory: 27319, loss_cls: 0.3004, loss_bbox: 0.9057, loss_obj: 0.2674, loss: 1.4736 2023-02-25 13:16:49,429 - mmdet - INFO - Epoch [176][300/1111] lr: 3.668e-03, eta: 23:46:10, time: 0.610, data_time: 0.030, memory: 27319, loss_cls: 0.3109, loss_bbox: 0.9604, loss_obj: 0.2929, loss: 1.5642 2023-02-25 13:17:16,607 - mmdet - INFO - Epoch [176][350/1111] lr: 3.665e-03, eta: 23:45:36, time: 0.544, data_time: 0.032, memory: 27319, loss_cls: 0.3152, loss_bbox: 0.9720, loss_obj: 0.2902, loss: 1.5773 2023-02-25 13:17:49,688 - mmdet - INFO - Epoch [176][400/1111] lr: 3.663e-03, eta: 23:45:07, time: 0.661, data_time: 0.027, memory: 27319, loss_cls: 0.3052, loss_bbox: 0.9266, loss_obj: 0.2774, loss: 1.5093 2023-02-25 13:18:20,723 - mmdet - INFO - Epoch [176][450/1111] lr: 3.661e-03, eta: 23:44:36, time: 0.621, data_time: 0.027, memory: 27319, loss_cls: 0.3044, loss_bbox: 0.9232, loss_obj: 0.2788, loss: 1.5064 2023-02-25 13:18:51,985 - mmdet - INFO - Epoch [176][500/1111] lr: 3.659e-03, eta: 23:44:06, time: 0.625, data_time: 0.030, memory: 27319, loss_cls: 0.3123, loss_bbox: 0.9603, loss_obj: 0.2929, loss: 1.5655 2023-02-25 13:19:23,069 - mmdet - INFO - Epoch [176][550/1111] lr: 3.656e-03, eta: 23:43:35, time: 0.622, data_time: 0.029, memory: 27319, loss_cls: 0.3150, loss_bbox: 0.9731, loss_obj: 0.2942, loss: 1.5823 2023-02-25 13:19:51,550 - mmdet - INFO - Epoch [176][600/1111] lr: 3.654e-03, eta: 23:43:03, time: 0.570, data_time: 0.026, memory: 27319, loss_cls: 0.3067, loss_bbox: 0.9380, loss_obj: 0.2809, loss: 1.5255 2023-02-25 13:20:23,882 - mmdet - INFO - Epoch [176][650/1111] lr: 3.652e-03, eta: 23:42:33, time: 0.647, data_time: 0.032, memory: 27319, loss_cls: 0.3036, loss_bbox: 0.9221, loss_obj: 0.2832, loss: 1.5090 2023-02-25 13:20:55,361 - mmdet - INFO - Epoch [176][700/1111] lr: 3.650e-03, eta: 23:42:02, time: 0.629, data_time: 0.031, memory: 27319, loss_cls: 0.3046, loss_bbox: 0.9259, loss_obj: 0.2776, loss: 1.5081 2023-02-25 13:21:27,213 - mmdet - INFO - Epoch [176][750/1111] lr: 3.647e-03, eta: 23:41:32, time: 0.637, data_time: 0.025, memory: 27319, loss_cls: 0.3002, loss_bbox: 0.9130, loss_obj: 0.2679, loss: 1.4811 2023-02-25 13:21:58,146 - mmdet - INFO - Epoch [176][800/1111] lr: 3.645e-03, eta: 23:41:01, time: 0.618, data_time: 0.031, memory: 27319, loss_cls: 0.3084, loss_bbox: 0.9506, loss_obj: 0.2893, loss: 1.5483 2023-02-25 13:22:30,641 - mmdet - INFO - Epoch [176][850/1111] lr: 3.643e-03, eta: 23:40:31, time: 0.650, data_time: 0.029, memory: 27319, loss_cls: 0.2995, loss_bbox: 0.9064, loss_obj: 0.2711, loss: 1.4770 2023-02-25 13:23:02,767 - mmdet - INFO - Epoch [176][900/1111] lr: 3.640e-03, eta: 23:40:01, time: 0.643, data_time: 0.025, memory: 27319, loss_cls: 0.2985, loss_bbox: 0.9005, loss_obj: 0.2735, loss: 1.4725 2023-02-25 13:23:34,616 - mmdet - INFO - Epoch [176][950/1111] lr: 3.638e-03, eta: 23:39:31, time: 0.637, data_time: 0.032, memory: 27319, loss_cls: 0.3030, loss_bbox: 0.9204, loss_obj: 0.2714, loss: 1.4949 2023-02-25 13:24:02,986 - mmdet - INFO - Epoch [176][1000/1111] lr: 3.636e-03, eta: 23:38:59, time: 0.568, data_time: 0.033, memory: 27319, loss_cls: 0.3081, loss_bbox: 0.9490, loss_obj: 0.2825, loss: 1.5395 2023-02-25 13:24:32,589 - mmdet - INFO - Epoch [176][1050/1111] lr: 3.634e-03, eta: 23:38:27, time: 0.592, data_time: 0.035, memory: 27319, loss_cls: 0.3115, loss_bbox: 0.9621, loss_obj: 0.2889, loss: 1.5625 2023-02-25 13:24:57,506 - mmdet - INFO - Epoch [176][1100/1111] lr: 3.631e-03, eta: 23:37:52, time: 0.499, data_time: 0.027, memory: 27319, loss_cls: 0.3178, loss_bbox: 0.9862, loss_obj: 0.2920, loss: 1.5960 2023-02-25 13:25:48,050 - mmdet - INFO - Epoch [177][50/1111] lr: 3.629e-03, eta: 23:37:20, time: 0.907, data_time: 0.280, memory: 27319, loss_cls: 0.3027, loss_bbox: 0.9224, loss_obj: 0.2726, loss: 1.4977 2023-02-25 13:26:18,302 - mmdet - INFO - Epoch [177][100/1111] lr: 3.626e-03, eta: 23:36:48, time: 0.604, data_time: 0.026, memory: 27319, loss_cls: 0.3013, loss_bbox: 0.9192, loss_obj: 0.2761, loss: 1.4966 2023-02-25 13:26:48,763 - mmdet - INFO - Epoch [177][150/1111] lr: 3.624e-03, eta: 23:36:17, time: 0.610, data_time: 0.028, memory: 27319, loss_cls: 0.3000, loss_bbox: 0.9063, loss_obj: 0.2676, loss: 1.4738 2023-02-25 13:27:22,853 - mmdet - INFO - Epoch [177][200/1111] lr: 3.622e-03, eta: 23:35:48, time: 0.682, data_time: 0.031, memory: 27319, loss_cls: 0.3009, loss_bbox: 0.9085, loss_obj: 0.2798, loss: 1.4892 2023-02-25 13:27:50,653 - mmdet - INFO - Epoch [177][250/1111] lr: 3.620e-03, eta: 23:35:15, time: 0.556, data_time: 0.034, memory: 27319, loss_cls: 0.3119, loss_bbox: 0.9642, loss_obj: 0.2926, loss: 1.5686 2023-02-25 13:28:21,103 - mmdet - INFO - Epoch [177][300/1111] lr: 3.617e-03, eta: 23:34:44, time: 0.609, data_time: 0.026, memory: 27319, loss_cls: 0.3010, loss_bbox: 0.9124, loss_obj: 0.2721, loss: 1.4854 2023-02-25 13:28:53,502 - mmdet - INFO - Epoch [177][350/1111] lr: 3.615e-03, eta: 23:34:14, time: 0.648, data_time: 0.030, memory: 27319, loss_cls: 0.2985, loss_bbox: 0.8979, loss_obj: 0.2693, loss: 1.4658 2023-02-25 13:29:23,394 - mmdet - INFO - Epoch [177][400/1111] lr: 3.613e-03, eta: 23:33:43, time: 0.598, data_time: 0.029, memory: 27319, loss_cls: 0.3110, loss_bbox: 0.9569, loss_obj: 0.2910, loss: 1.5590 2023-02-25 13:29:53,133 - mmdet - INFO - Epoch [177][450/1111] lr: 3.611e-03, eta: 23:33:11, time: 0.595, data_time: 0.032, memory: 27319, loss_cls: 0.3110, loss_bbox: 0.9540, loss_obj: 0.2848, loss: 1.5498 2023-02-25 13:30:24,932 - mmdet - INFO - Epoch [177][500/1111] lr: 3.608e-03, eta: 23:32:41, time: 0.636, data_time: 0.026, memory: 27319, loss_cls: 0.3026, loss_bbox: 0.9173, loss_obj: 0.2792, loss: 1.4991 2023-02-25 13:30:55,914 - mmdet - INFO - Epoch [177][550/1111] lr: 3.606e-03, eta: 23:32:10, time: 0.620, data_time: 0.032, memory: 27319, loss_cls: 0.3029, loss_bbox: 0.9175, loss_obj: 0.2833, loss: 1.5036 2023-02-25 13:31:25,380 - mmdet - INFO - Epoch [177][600/1111] lr: 3.604e-03, eta: 23:31:38, time: 0.589, data_time: 0.031, memory: 27319, loss_cls: 0.3062, loss_bbox: 0.9296, loss_obj: 0.2836, loss: 1.5194 2023-02-25 13:31:52,962 - mmdet - INFO - Epoch [177][650/1111] lr: 3.602e-03, eta: 23:31:05, time: 0.551, data_time: 0.039, memory: 27319, loss_cls: 0.3103, loss_bbox: 0.9579, loss_obj: 0.2967, loss: 1.5649 2023-02-25 13:32:24,459 - mmdet - INFO - Epoch [177][700/1111] lr: 3.599e-03, eta: 23:30:35, time: 0.630, data_time: 0.029, memory: 27319, loss_cls: 0.3057, loss_bbox: 0.9311, loss_obj: 0.2818, loss: 1.5186 2023-02-25 13:32:51,475 - mmdet - INFO - Epoch [177][750/1111] lr: 3.597e-03, eta: 23:30:01, time: 0.541, data_time: 0.029, memory: 27319, loss_cls: 0.3102, loss_bbox: 0.9569, loss_obj: 0.2902, loss: 1.5573 2023-02-25 13:33:22,615 - mmdet - INFO - Epoch [177][800/1111] lr: 3.595e-03, eta: 23:29:30, time: 0.623, data_time: 0.030, memory: 27319, loss_cls: 0.3043, loss_bbox: 0.9219, loss_obj: 0.2743, loss: 1.5005 2023-02-25 13:33:54,960 - mmdet - INFO - Epoch [177][850/1111] lr: 3.593e-03, eta: 23:29:01, time: 0.647, data_time: 0.031, memory: 27319, loss_cls: 0.3021, loss_bbox: 0.9127, loss_obj: 0.2729, loss: 1.4877 2023-02-25 13:34:26,624 - mmdet - INFO - Epoch [177][900/1111] lr: 3.590e-03, eta: 23:28:30, time: 0.633, data_time: 0.028, memory: 27319, loss_cls: 0.3004, loss_bbox: 0.9073, loss_obj: 0.2697, loss: 1.4773 2023-02-25 13:34:53,384 - mmdet - INFO - Epoch [177][950/1111] lr: 3.588e-03, eta: 23:27:57, time: 0.535, data_time: 0.039, memory: 27319, loss_cls: 0.3192, loss_bbox: 0.9989, loss_obj: 0.2934, loss: 1.6114 2023-02-25 13:35:22,366 - mmdet - INFO - Epoch [177][1000/1111] lr: 3.586e-03, eta: 23:27:24, time: 0.580, data_time: 0.027, memory: 27319, loss_cls: 0.3035, loss_bbox: 0.9204, loss_obj: 0.2672, loss: 1.4911 2023-02-25 13:35:53,178 - mmdet - INFO - Epoch [177][1050/1111] lr: 3.584e-03, eta: 23:26:53, time: 0.616, data_time: 0.027, memory: 27319, loss_cls: 0.2990, loss_bbox: 0.9002, loss_obj: 0.2553, loss: 1.4546 2023-02-25 13:36:18,199 - mmdet - INFO - Epoch [177][1100/1111] lr: 3.581e-03, eta: 23:26:18, time: 0.500, data_time: 0.028, memory: 27319, loss_cls: 0.3147, loss_bbox: 0.9728, loss_obj: 0.2752, loss: 1.5627 2023-02-25 13:37:18,053 - mmdet - INFO - Epoch [178][50/1111] lr: 3.579e-03, eta: 23:25:49, time: 0.986, data_time: 0.283, memory: 27319, loss_cls: 0.3012, loss_bbox: 0.9111, loss_obj: 0.2643, loss: 1.4766 2023-02-25 13:37:49,360 - mmdet - INFO - Epoch [178][100/1111] lr: 3.576e-03, eta: 23:25:18, time: 0.626, data_time: 0.028, memory: 27319, loss_cls: 0.3017, loss_bbox: 0.9138, loss_obj: 0.2690, loss: 1.4846 2023-02-25 13:38:20,184 - mmdet - INFO - Epoch [178][150/1111] lr: 3.574e-03, eta: 23:24:47, time: 0.616, data_time: 0.031, memory: 27319, loss_cls: 0.3084, loss_bbox: 0.9503, loss_obj: 0.2748, loss: 1.5335 2023-02-25 13:38:52,119 - mmdet - INFO - Epoch [178][200/1111] lr: 3.572e-03, eta: 23:24:17, time: 0.639, data_time: 0.030, memory: 27319, loss_cls: 0.3046, loss_bbox: 0.9322, loss_obj: 0.2751, loss: 1.5120 2023-02-25 13:39:24,047 - mmdet - INFO - Epoch [178][250/1111] lr: 3.570e-03, eta: 23:23:47, time: 0.638, data_time: 0.030, memory: 27319, loss_cls: 0.2980, loss_bbox: 0.8979, loss_obj: 0.2671, loss: 1.4630 2023-02-25 13:40:01,243 - mmdet - INFO - Epoch [178][300/1111] lr: 3.568e-03, eta: 23:23:21, time: 0.744, data_time: 0.024, memory: 27319, loss_cls: 0.2955, loss_bbox: 0.8867, loss_obj: 0.2624, loss: 1.4447 2023-02-25 13:40:33,212 - mmdet - INFO - Epoch [178][350/1111] lr: 3.565e-03, eta: 23:22:51, time: 0.640, data_time: 0.029, memory: 27319, loss_cls: 0.2989, loss_bbox: 0.9001, loss_obj: 0.2746, loss: 1.4736 2023-02-25 13:41:04,877 - mmdet - INFO - Epoch [178][400/1111] lr: 3.563e-03, eta: 23:22:20, time: 0.633, data_time: 0.026, memory: 27319, loss_cls: 0.3057, loss_bbox: 0.9321, loss_obj: 0.2809, loss: 1.5188 2023-02-25 13:41:37,346 - mmdet - INFO - Epoch [178][450/1111] lr: 3.561e-03, eta: 23:21:50, time: 0.649, data_time: 0.030, memory: 27319, loss_cls: 0.2970, loss_bbox: 0.8919, loss_obj: 0.2612, loss: 1.4502 2023-02-25 13:42:10,659 - mmdet - INFO - Epoch [178][500/1111] lr: 3.559e-03, eta: 23:21:21, time: 0.666, data_time: 0.027, memory: 27319, loss_cls: 0.3100, loss_bbox: 0.9452, loss_obj: 0.2793, loss: 1.5345 2023-02-25 13:42:42,537 - mmdet - INFO - Epoch [178][550/1111] lr: 3.556e-03, eta: 23:20:51, time: 0.638, data_time: 0.025, memory: 27319, loss_cls: 0.2995, loss_bbox: 0.9057, loss_obj: 0.2652, loss: 1.4704 2023-02-25 13:43:12,410 - mmdet - INFO - Epoch [178][600/1111] lr: 3.554e-03, eta: 23:20:19, time: 0.597, data_time: 0.030, memory: 27319, loss_cls: 0.3014, loss_bbox: 0.9160, loss_obj: 0.2686, loss: 1.4861 2023-02-25 13:43:46,335 - mmdet - INFO - Epoch [178][650/1111] lr: 3.552e-03, eta: 23:19:51, time: 0.678, data_time: 0.028, memory: 27319, loss_cls: 0.2986, loss_bbox: 0.8999, loss_obj: 0.2694, loss: 1.4679 2023-02-25 13:44:18,459 - mmdet - INFO - Epoch [178][700/1111] lr: 3.550e-03, eta: 23:19:21, time: 0.642, data_time: 0.030, memory: 27319, loss_cls: 0.3018, loss_bbox: 0.9127, loss_obj: 0.2857, loss: 1.5002 2023-02-25 13:44:51,364 - mmdet - INFO - Epoch [178][750/1111] lr: 3.547e-03, eta: 23:18:51, time: 0.658, data_time: 0.029, memory: 27319, loss_cls: 0.3044, loss_bbox: 0.9261, loss_obj: 0.2752, loss: 1.5057 2023-02-25 13:45:19,174 - mmdet - INFO - Epoch [178][800/1111] lr: 3.545e-03, eta: 23:18:18, time: 0.556, data_time: 0.032, memory: 27319, loss_cls: 0.3029, loss_bbox: 0.9222, loss_obj: 0.2686, loss: 1.4936 2023-02-25 13:45:49,536 - mmdet - INFO - Epoch [178][850/1111] lr: 3.543e-03, eta: 23:17:47, time: 0.607, data_time: 0.029, memory: 27319, loss_cls: 0.3044, loss_bbox: 0.9272, loss_obj: 0.2780, loss: 1.5096 2023-02-25 13:46:18,334 - mmdet - INFO - Epoch [178][900/1111] lr: 3.541e-03, eta: 23:17:15, time: 0.576, data_time: 0.027, memory: 27319, loss_cls: 0.3023, loss_bbox: 0.9227, loss_obj: 0.2700, loss: 1.4951 2023-02-25 13:46:45,535 - mmdet - INFO - Epoch [178][950/1111] lr: 3.538e-03, eta: 23:16:41, time: 0.544, data_time: 0.043, memory: 27319, loss_cls: 0.3071, loss_bbox: 0.9439, loss_obj: 0.2755, loss: 1.5265 2023-02-25 13:47:13,724 - mmdet - INFO - Epoch [178][1000/1111] lr: 3.536e-03, eta: 23:16:08, time: 0.564, data_time: 0.049, memory: 27319, loss_cls: 0.3096, loss_bbox: 0.9544, loss_obj: 0.2831, loss: 1.5470 2023-02-25 13:47:48,173 - mmdet - INFO - Epoch [178][1050/1111] lr: 3.534e-03, eta: 23:15:40, time: 0.689, data_time: 0.034, memory: 27319, loss_cls: 0.3012, loss_bbox: 0.9131, loss_obj: 0.2785, loss: 1.4928 2023-02-25 13:48:19,775 - mmdet - INFO - Epoch [178][1100/1111] lr: 3.532e-03, eta: 23:15:10, time: 0.632, data_time: 0.025, memory: 27319, loss_cls: 0.3023, loss_bbox: 0.9136, loss_obj: 0.2689, loss: 1.4848 2023-02-25 13:49:12,637 - mmdet - INFO - Epoch [179][50/1111] lr: 3.529e-03, eta: 23:14:38, time: 0.942, data_time: 0.273, memory: 27319, loss_cls: 0.3094, loss_bbox: 0.9561, loss_obj: 0.2822, loss: 1.5477 2023-02-25 13:49:40,621 - mmdet - INFO - Epoch [179][100/1111] lr: 3.527e-03, eta: 23:14:06, time: 0.560, data_time: 0.031, memory: 27319, loss_cls: 0.3027, loss_bbox: 0.9272, loss_obj: 0.2817, loss: 1.5115 2023-02-25 13:50:11,507 - mmdet - INFO - Epoch [179][150/1111] lr: 3.524e-03, eta: 23:13:35, time: 0.617, data_time: 0.028, memory: 27319, loss_cls: 0.3005, loss_bbox: 0.9084, loss_obj: 0.2662, loss: 1.4751 2023-02-25 13:50:44,085 - mmdet - INFO - Epoch [179][200/1111] lr: 3.522e-03, eta: 23:13:05, time: 0.652, data_time: 0.029, memory: 27319, loss_cls: 0.3040, loss_bbox: 0.9241, loss_obj: 0.2737, loss: 1.5018 2023-02-25 13:51:12,177 - mmdet - INFO - Epoch [179][250/1111] lr: 3.520e-03, eta: 23:12:32, time: 0.561, data_time: 0.031, memory: 27319, loss_cls: 0.3005, loss_bbox: 0.9176, loss_obj: 0.2758, loss: 1.4939 2023-02-25 13:51:42,083 - mmdet - INFO - Epoch [179][300/1111] lr: 3.518e-03, eta: 23:12:01, time: 0.598, data_time: 0.029, memory: 27319, loss_cls: 0.3019, loss_bbox: 0.9172, loss_obj: 0.2698, loss: 1.4888 2023-02-25 13:52:14,275 - mmdet - INFO - Epoch [179][350/1111] lr: 3.516e-03, eta: 23:11:31, time: 0.644, data_time: 0.032, memory: 27319, loss_cls: 0.3049, loss_bbox: 0.9305, loss_obj: 0.2918, loss: 1.5272 2023-02-25 13:52:44,536 - mmdet - INFO - Epoch [179][400/1111] lr: 3.513e-03, eta: 23:10:59, time: 0.605, data_time: 0.029, memory: 27319, loss_cls: 0.2992, loss_bbox: 0.9062, loss_obj: 0.2714, loss: 1.4768 2023-02-25 13:53:12,468 - mmdet - INFO - Epoch [179][450/1111] lr: 3.511e-03, eta: 23:10:27, time: 0.559, data_time: 0.035, memory: 27319, loss_cls: 0.3057, loss_bbox: 0.9375, loss_obj: 0.2748, loss: 1.5180 2023-02-25 13:53:40,638 - mmdet - INFO - Epoch [179][500/1111] lr: 3.509e-03, eta: 23:09:54, time: 0.562, data_time: 0.027, memory: 27319, loss_cls: 0.3043, loss_bbox: 0.9262, loss_obj: 0.2652, loss: 1.4957 2023-02-25 13:54:11,370 - mmdet - INFO - Epoch [179][550/1111] lr: 3.507e-03, eta: 23:09:23, time: 0.615, data_time: 0.033, memory: 27319, loss_cls: 0.3029, loss_bbox: 0.9249, loss_obj: 0.2818, loss: 1.5096 2023-02-25 13:54:47,904 - mmdet - INFO - Epoch [179][600/1111] lr: 3.504e-03, eta: 23:08:56, time: 0.731, data_time: 0.022, memory: 27319, loss_cls: 0.2989, loss_bbox: 0.9007, loss_obj: 0.2800, loss: 1.4796 2023-02-25 13:55:20,480 - mmdet - INFO - Epoch [179][650/1111] lr: 3.502e-03, eta: 23:08:26, time: 0.651, data_time: 0.028, memory: 27319, loss_cls: 0.2985, loss_bbox: 0.9014, loss_obj: 0.2702, loss: 1.4701 2023-02-25 13:55:50,064 - mmdet - INFO - Epoch [179][700/1111] lr: 3.500e-03, eta: 23:07:54, time: 0.592, data_time: 0.028, memory: 27319, loss_cls: 0.3050, loss_bbox: 0.9332, loss_obj: 0.2876, loss: 1.5257 2023-02-25 13:56:20,523 - mmdet - INFO - Epoch [179][750/1111] lr: 3.498e-03, eta: 23:07:23, time: 0.609, data_time: 0.036, memory: 27319, loss_cls: 0.2983, loss_bbox: 0.9043, loss_obj: 0.2691, loss: 1.4717 2023-02-25 13:56:51,500 - mmdet - INFO - Epoch [179][800/1111] lr: 3.495e-03, eta: 23:06:52, time: 0.619, data_time: 0.028, memory: 27319, loss_cls: 0.3027, loss_bbox: 0.9194, loss_obj: 0.2894, loss: 1.5115 2023-02-25 13:57:22,332 - mmdet - INFO - Epoch [179][850/1111] lr: 3.493e-03, eta: 23:06:21, time: 0.617, data_time: 0.030, memory: 27319, loss_cls: 0.3002, loss_bbox: 0.9049, loss_obj: 0.2602, loss: 1.4653 2023-02-25 13:57:49,603 - mmdet - INFO - Epoch [179][900/1111] lr: 3.491e-03, eta: 23:05:48, time: 0.545, data_time: 0.030, memory: 27319, loss_cls: 0.3026, loss_bbox: 0.9221, loss_obj: 0.2672, loss: 1.4920 2023-02-25 13:58:19,090 - mmdet - INFO - Epoch [179][950/1111] lr: 3.489e-03, eta: 23:05:16, time: 0.590, data_time: 0.031, memory: 27319, loss_cls: 0.3061, loss_bbox: 0.9375, loss_obj: 0.2819, loss: 1.5254 2023-02-25 13:58:53,396 - mmdet - INFO - Epoch [179][1000/1111] lr: 3.487e-03, eta: 23:04:48, time: 0.686, data_time: 0.025, memory: 27319, loss_cls: 0.2943, loss_bbox: 0.8840, loss_obj: 0.2716, loss: 1.4500 2023-02-25 13:59:23,363 - mmdet - INFO - Epoch [179][1050/1111] lr: 3.484e-03, eta: 23:04:16, time: 0.600, data_time: 0.030, memory: 27319, loss_cls: 0.3011, loss_bbox: 0.9139, loss_obj: 0.2762, loss: 1.4912 2023-02-25 13:59:53,896 - mmdet - INFO - Epoch [179][1100/1111] lr: 3.482e-03, eta: 23:03:45, time: 0.611, data_time: 0.028, memory: 27319, loss_cls: 0.2972, loss_bbox: 0.8978, loss_obj: 0.2586, loss: 1.4536 2023-02-25 14:00:43,394 - mmdet - INFO - Epoch [180][50/1111] lr: 3.479e-03, eta: 23:03:12, time: 0.891, data_time: 0.290, memory: 27319, loss_cls: 0.3057, loss_bbox: 0.9348, loss_obj: 0.2718, loss: 1.5123 2023-02-25 14:01:13,381 - mmdet - INFO - Epoch [180][100/1111] lr: 3.477e-03, eta: 23:02:41, time: 0.600, data_time: 0.033, memory: 27319, loss_cls: 0.3029, loss_bbox: 0.9217, loss_obj: 0.2678, loss: 1.4925 2023-02-25 14:01:39,552 - mmdet - INFO - Epoch [180][150/1111] lr: 3.475e-03, eta: 23:02:07, time: 0.523, data_time: 0.037, memory: 27319, loss_cls: 0.3109, loss_bbox: 0.9625, loss_obj: 0.2802, loss: 1.5536 2023-02-25 14:02:08,340 - mmdet - INFO - Epoch [180][200/1111] lr: 3.473e-03, eta: 23:01:34, time: 0.576, data_time: 0.032, memory: 27319, loss_cls: 0.3005, loss_bbox: 0.9127, loss_obj: 0.2635, loss: 1.4766 2023-02-25 14:02:43,020 - mmdet - INFO - Epoch [180][250/1111] lr: 3.470e-03, eta: 23:01:06, time: 0.694, data_time: 0.027, memory: 27319, loss_cls: 0.2970, loss_bbox: 0.8908, loss_obj: 0.2612, loss: 1.4490 2023-02-25 14:03:13,568 - mmdet - INFO - Epoch [180][300/1111] lr: 3.468e-03, eta: 23:00:35, time: 0.611, data_time: 0.031, memory: 27319, loss_cls: 0.3047, loss_bbox: 0.9270, loss_obj: 0.2868, loss: 1.5184 2023-02-25 14:03:46,698 - mmdet - INFO - Epoch [180][350/1111] lr: 3.466e-03, eta: 23:00:05, time: 0.663, data_time: 0.027, memory: 27319, loss_cls: 0.2977, loss_bbox: 0.8946, loss_obj: 0.2673, loss: 1.4597 2023-02-25 14:04:15,524 - mmdet - INFO - Epoch [180][400/1111] lr: 3.464e-03, eta: 22:59:33, time: 0.576, data_time: 0.027, memory: 27319, loss_cls: 0.2987, loss_bbox: 0.9046, loss_obj: 0.2733, loss: 1.4766 2023-02-25 14:04:45,849 - mmdet - INFO - Epoch [180][450/1111] lr: 3.462e-03, eta: 22:59:02, time: 0.606, data_time: 0.030, memory: 27319, loss_cls: 0.2989, loss_bbox: 0.9020, loss_obj: 0.2682, loss: 1.4690 2023-02-25 14:05:15,801 - mmdet - INFO - Epoch [180][500/1111] lr: 3.459e-03, eta: 22:58:30, time: 0.599, data_time: 0.028, memory: 27319, loss_cls: 0.3046, loss_bbox: 0.9315, loss_obj: 0.2784, loss: 1.5146 2023-02-25 14:05:44,424 - mmdet - INFO - Epoch [180][550/1111] lr: 3.457e-03, eta: 22:57:58, time: 0.572, data_time: 0.034, memory: 27319, loss_cls: 0.3081, loss_bbox: 0.9470, loss_obj: 0.2819, loss: 1.5369 2023-02-25 14:06:15,758 - mmdet - INFO - Epoch [180][600/1111] lr: 3.455e-03, eta: 22:57:27, time: 0.625, data_time: 0.029, memory: 27319, loss_cls: 0.3016, loss_bbox: 0.9167, loss_obj: 0.2713, loss: 1.4896 2023-02-25 14:06:42,997 - mmdet - INFO - Epoch [180][650/1111] lr: 3.453e-03, eta: 22:56:54, time: 0.546, data_time: 0.040, memory: 27319, loss_cls: 0.3083, loss_bbox: 0.9484, loss_obj: 0.2658, loss: 1.5225 2023-02-25 14:07:14,943 - mmdet - INFO - Epoch [180][700/1111] lr: 3.450e-03, eta: 22:56:24, time: 0.639, data_time: 0.028, memory: 27319, loss_cls: 0.3015, loss_bbox: 0.9153, loss_obj: 0.2675, loss: 1.4844 2023-02-25 14:07:47,647 - mmdet - INFO - Epoch [180][750/1111] lr: 3.448e-03, eta: 22:55:54, time: 0.654, data_time: 0.028, memory: 27319, loss_cls: 0.3015, loss_bbox: 0.9098, loss_obj: 0.2639, loss: 1.4752 2023-02-25 14:08:17,351 - mmdet - INFO - Epoch [180][800/1111] lr: 3.446e-03, eta: 22:55:23, time: 0.594, data_time: 0.029, memory: 27319, loss_cls: 0.2976, loss_bbox: 0.8972, loss_obj: 0.2651, loss: 1.4599 2023-02-25 14:08:47,916 - mmdet - INFO - Epoch [180][850/1111] lr: 3.444e-03, eta: 22:54:52, time: 0.611, data_time: 0.034, memory: 27319, loss_cls: 0.3060, loss_bbox: 0.9395, loss_obj: 0.2862, loss: 1.5317 2023-02-25 14:09:17,304 - mmdet - INFO - Epoch [180][900/1111] lr: 3.442e-03, eta: 22:54:20, time: 0.588, data_time: 0.032, memory: 27319, loss_cls: 0.3055, loss_bbox: 0.9336, loss_obj: 0.2707, loss: 1.5098 2023-02-25 14:09:49,479 - mmdet - INFO - Epoch [180][950/1111] lr: 3.439e-03, eta: 22:53:50, time: 0.643, data_time: 0.029, memory: 27319, loss_cls: 0.2970, loss_bbox: 0.8955, loss_obj: 0.2471, loss: 1.4396 2023-02-25 14:10:18,785 - mmdet - INFO - Epoch [180][1000/1111] lr: 3.437e-03, eta: 22:53:18, time: 0.586, data_time: 0.034, memory: 27319, loss_cls: 0.3014, loss_bbox: 0.9176, loss_obj: 0.2755, loss: 1.4945 2023-02-25 14:10:48,845 - mmdet - INFO - Epoch [180][1050/1111] lr: 3.435e-03, eta: 22:52:46, time: 0.601, data_time: 0.029, memory: 27319, loss_cls: 0.2990, loss_bbox: 0.9026, loss_obj: 0.2711, loss: 1.4726 2023-02-25 14:11:19,867 - mmdet - INFO - Epoch [180][1100/1111] lr: 3.433e-03, eta: 22:52:16, time: 0.620, data_time: 0.031, memory: 27319, loss_cls: 0.2984, loss_bbox: 0.9010, loss_obj: 0.2604, loss: 1.4598 2023-02-25 14:11:25,028 - mmdet - INFO - Saving checkpoint at 180 epochs 2023-02-25 14:14:23,220 - mmdet - INFO - Evaluating bbox... 2023-02-25 14:14:39,321 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.893 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.969 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.932 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.070 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.785 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.944 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.912 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.912 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.912 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.216 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.841 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.956 2023-02-25 14:14:39,426 - mmdet - INFO - Exp name: yolox_x.py 2023-02-25 14:14:39,426 - mmdet - INFO - Epoch(val) [180][4200] bbox_mAP: 0.8929, bbox_mAP_50: 0.9693, bbox_mAP_75: 0.9318, bbox_mAP_s: 0.0704, bbox_mAP_m: 0.7847, bbox_mAP_l: 0.9437, bbox_mAP_copypaste: 0.8929 0.9693 0.9318 0.0704 0.7847 0.9437 2023-02-25 14:15:17,759 - mmdet - INFO - Epoch [181][50/1111] lr: 3.430e-03, eta: 22:51:38, time: 0.764, data_time: 0.169, memory: 27319, loss_cls: 0.3020, loss_bbox: 0.9213, loss_obj: 0.2781, loss: 1.5014 2023-02-25 14:15:45,435 - mmdet - INFO - Epoch [181][100/1111] lr: 3.428e-03, eta: 22:51:05, time: 0.553, data_time: 0.029, memory: 27319, loss_cls: 0.3063, loss_bbox: 0.9395, loss_obj: 0.2764, loss: 1.5222 2023-02-25 14:16:19,843 - mmdet - INFO - Epoch [181][150/1111] lr: 3.426e-03, eta: 22:50:37, time: 0.688, data_time: 0.026, memory: 27319, loss_cls: 0.2945, loss_bbox: 0.8818, loss_obj: 0.2563, loss: 1.4326 2023-02-25 14:16:48,357 - mmdet - INFO - Epoch [181][200/1111] lr: 3.423e-03, eta: 22:50:04, time: 0.570, data_time: 0.031, memory: 27319, loss_cls: 0.3012, loss_bbox: 0.9136, loss_obj: 0.2578, loss: 1.4726 2023-02-25 14:17:19,444 - mmdet - INFO - Epoch [181][250/1111] lr: 3.421e-03, eta: 22:49:34, time: 0.621, data_time: 0.030, memory: 27319, loss_cls: 0.3035, loss_bbox: 0.9232, loss_obj: 0.2779, loss: 1.5046 2023-02-25 14:17:51,250 - mmdet - INFO - Epoch [181][300/1111] lr: 3.419e-03, eta: 22:49:03, time: 0.636, data_time: 0.028, memory: 27319, loss_cls: 0.2991, loss_bbox: 0.9006, loss_obj: 0.2738, loss: 1.4735 2023-02-25 14:18:23,812 - mmdet - INFO - Epoch [181][350/1111] lr: 3.417e-03, eta: 22:48:34, time: 0.651, data_time: 0.029, memory: 27319, loss_cls: 0.3042, loss_bbox: 0.9292, loss_obj: 0.2825, loss: 1.5158 2023-02-25 14:18:54,377 - mmdet - INFO - Epoch [181][400/1111] lr: 3.415e-03, eta: 22:48:02, time: 0.611, data_time: 0.029, memory: 27319, loss_cls: 0.3001, loss_bbox: 0.9066, loss_obj: 0.2705, loss: 1.4772 2023-02-25 14:19:26,392 - mmdet - INFO - Epoch [181][450/1111] lr: 3.412e-03, eta: 22:47:32, time: 0.640, data_time: 0.028, memory: 27319, loss_cls: 0.3009, loss_bbox: 0.9110, loss_obj: 0.2627, loss: 1.4746 2023-02-25 14:20:00,943 - mmdet - INFO - Epoch [181][500/1111] lr: 3.410e-03, eta: 22:47:04, time: 0.691, data_time: 0.024, memory: 27319, loss_cls: 0.2940, loss_bbox: 0.8800, loss_obj: 0.2575, loss: 1.4315 2023-02-25 14:20:30,049 - mmdet - INFO - Epoch [181][550/1111] lr: 3.408e-03, eta: 22:46:32, time: 0.582, data_time: 0.030, memory: 27319, loss_cls: 0.3055, loss_bbox: 0.9361, loss_obj: 0.2891, loss: 1.5306 2023-02-25 14:21:01,161 - mmdet - INFO - Epoch [181][600/1111] lr: 3.406e-03, eta: 22:46:01, time: 0.622, data_time: 0.029, memory: 27319, loss_cls: 0.3032, loss_bbox: 0.9224, loss_obj: 0.2656, loss: 1.4912 2023-02-25 14:21:31,248 - mmdet - INFO - Epoch [181][650/1111] lr: 3.403e-03, eta: 22:45:30, time: 0.601, data_time: 0.032, memory: 27319, loss_cls: 0.3048, loss_bbox: 0.9260, loss_obj: 0.2840, loss: 1.5148 2023-02-25 14:22:05,446 - mmdet - INFO - Epoch [181][700/1111] lr: 3.401e-03, eta: 22:45:01, time: 0.684, data_time: 0.026, memory: 27319, loss_cls: 0.2957, loss_bbox: 0.8901, loss_obj: 0.2729, loss: 1.4588 2023-02-25 14:22:36,246 - mmdet - INFO - Epoch [181][750/1111] lr: 3.399e-03, eta: 22:44:30, time: 0.616, data_time: 0.033, memory: 27319, loss_cls: 0.3049, loss_bbox: 0.9297, loss_obj: 0.2728, loss: 1.5074 2023-02-25 14:23:06,784 - mmdet - INFO - Epoch [181][800/1111] lr: 3.397e-03, eta: 22:43:59, time: 0.611, data_time: 0.031, memory: 27319, loss_cls: 0.2951, loss_bbox: 0.8911, loss_obj: 0.2617, loss: 1.4479 2023-02-25 14:23:38,378 - mmdet - INFO - Epoch [181][850/1111] lr: 3.395e-03, eta: 22:43:29, time: 0.632, data_time: 0.027, memory: 27319, loss_cls: 0.2967, loss_bbox: 0.8906, loss_obj: 0.2668, loss: 1.4540 2023-02-25 14:24:06,361 - mmdet - INFO - Epoch [181][900/1111] lr: 3.392e-03, eta: 22:42:56, time: 0.560, data_time: 0.034, memory: 27319, loss_cls: 0.3075, loss_bbox: 0.9444, loss_obj: 0.2792, loss: 1.5311 2023-02-25 14:24:36,052 - mmdet - INFO - Epoch [181][950/1111] lr: 3.390e-03, eta: 22:42:24, time: 0.594, data_time: 0.036, memory: 27319, loss_cls: 0.3036, loss_bbox: 0.9245, loss_obj: 0.2752, loss: 1.5033 2023-02-25 14:25:06,079 - mmdet - INFO - Epoch [181][1000/1111] lr: 3.388e-03, eta: 22:41:53, time: 0.600, data_time: 0.027, memory: 27319, loss_cls: 0.2982, loss_bbox: 0.9033, loss_obj: 0.2664, loss: 1.4680 2023-02-25 14:25:41,189 - mmdet - INFO - Epoch [181][1050/1111] lr: 3.386e-03, eta: 22:41:25, time: 0.702, data_time: 0.027, memory: 27319, loss_cls: 0.2975, loss_bbox: 0.8925, loss_obj: 0.2633, loss: 1.4533 2023-02-25 14:26:14,176 - mmdet - INFO - Epoch [181][1100/1111] lr: 3.384e-03, eta: 22:40:55, time: 0.660, data_time: 0.025, memory: 27319, loss_cls: 0.3011, loss_bbox: 0.9162, loss_obj: 0.2810, loss: 1.4983 2023-02-25 14:27:07,688 - mmdet - INFO - Epoch [182][50/1111] lr: 3.381e-03, eta: 22:40:24, time: 0.965, data_time: 0.283, memory: 27319, loss_cls: 0.2975, loss_bbox: 0.8970, loss_obj: 0.2633, loss: 1.4578 2023-02-25 14:27:36,142 - mmdet - INFO - Epoch [182][100/1111] lr: 3.379e-03, eta: 22:39:52, time: 0.569, data_time: 0.028, memory: 27319, loss_cls: 0.3025, loss_bbox: 0.9271, loss_obj: 0.2797, loss: 1.5093 2023-02-25 14:28:04,153 - mmdet - INFO - Epoch [182][150/1111] lr: 3.377e-03, eta: 22:39:19, time: 0.560, data_time: 0.031, memory: 27319, loss_cls: 0.3087, loss_bbox: 0.9504, loss_obj: 0.2857, loss: 1.5448 2023-02-25 14:28:34,045 - mmdet - INFO - Epoch [182][200/1111] lr: 3.374e-03, eta: 22:38:48, time: 0.598, data_time: 0.034, memory: 27319, loss_cls: 0.3010, loss_bbox: 0.9132, loss_obj: 0.2625, loss: 1.4767 2023-02-25 14:29:04,005 - mmdet - INFO - Epoch [182][250/1111] lr: 3.372e-03, eta: 22:38:16, time: 0.599, data_time: 0.033, memory: 27319, loss_cls: 0.2975, loss_bbox: 0.9039, loss_obj: 0.2734, loss: 1.4748 2023-02-25 14:29:33,910 - mmdet - INFO - Epoch [182][300/1111] lr: 3.370e-03, eta: 22:37:45, time: 0.598, data_time: 0.024, memory: 27319, loss_cls: 0.2993, loss_bbox: 0.9090, loss_obj: 0.2650, loss: 1.4732 2023-02-25 14:30:04,020 - mmdet - INFO - Epoch [182][350/1111] lr: 3.368e-03, eta: 22:37:13, time: 0.602, data_time: 0.031, memory: 27319, loss_cls: 0.2981, loss_bbox: 0.9027, loss_obj: 0.2538, loss: 1.4546 2023-02-25 14:30:36,746 - mmdet - INFO - Epoch [182][400/1111] lr: 3.366e-03, eta: 22:36:44, time: 0.654, data_time: 0.024, memory: 27319, loss_cls: 0.2977, loss_bbox: 0.9014, loss_obj: 0.2682, loss: 1.4673 2023-02-25 14:31:04,675 - mmdet - INFO - Epoch [182][450/1111] lr: 3.363e-03, eta: 22:36:11, time: 0.558, data_time: 0.033, memory: 27319, loss_cls: 0.2984, loss_bbox: 0.9040, loss_obj: 0.2741, loss: 1.4765 2023-02-25 14:31:37,192 - mmdet - INFO - Epoch [182][500/1111] lr: 3.361e-03, eta: 22:35:41, time: 0.650, data_time: 0.027, memory: 27319, loss_cls: 0.2930, loss_bbox: 0.8772, loss_obj: 0.2572, loss: 1.4274 2023-02-25 14:32:05,217 - mmdet - INFO - Epoch [182][550/1111] lr: 3.359e-03, eta: 22:35:08, time: 0.560, data_time: 0.030, memory: 27319, loss_cls: 0.3002, loss_bbox: 0.9089, loss_obj: 0.2654, loss: 1.4746 2023-02-25 14:32:32,576 - mmdet - INFO - Epoch [182][600/1111] lr: 3.357e-03, eta: 22:34:35, time: 0.547, data_time: 0.035, memory: 27319, loss_cls: 0.2989, loss_bbox: 0.9091, loss_obj: 0.2636, loss: 1.4716 2023-02-25 14:33:04,793 - mmdet - INFO - Epoch [182][650/1111] lr: 3.355e-03, eta: 22:34:05, time: 0.644, data_time: 0.025, memory: 27319, loss_cls: 0.2911, loss_bbox: 0.8716, loss_obj: 0.2574, loss: 1.4201 2023-02-25 14:33:33,545 - mmdet - INFO - Epoch [182][700/1111] lr: 3.352e-03, eta: 22:33:33, time: 0.576, data_time: 0.035, memory: 27319, loss_cls: 0.2959, loss_bbox: 0.8922, loss_obj: 0.2654, loss: 1.4536 2023-02-25 14:33:59,627 - mmdet - INFO - Epoch [182][750/1111] lr: 3.350e-03, eta: 22:32:59, time: 0.522, data_time: 0.036, memory: 27319, loss_cls: 0.3100, loss_bbox: 0.9594, loss_obj: 0.3007, loss: 1.5701 2023-02-25 14:34:30,769 - mmdet - INFO - Epoch [182][800/1111] lr: 3.348e-03, eta: 22:32:28, time: 0.623, data_time: 0.028, memory: 27319, loss_cls: 0.2978, loss_bbox: 0.9022, loss_obj: 0.2619, loss: 1.4619 2023-02-25 14:35:02,256 - mmdet - INFO - Epoch [182][850/1111] lr: 3.346e-03, eta: 22:31:58, time: 0.630, data_time: 0.030, memory: 27319, loss_cls: 0.2913, loss_bbox: 0.8715, loss_obj: 0.2566, loss: 1.4194 2023-02-25 14:35:34,640 - mmdet - INFO - Epoch [182][900/1111] lr: 3.344e-03, eta: 22:31:28, time: 0.647, data_time: 0.028, memory: 27319, loss_cls: 0.2975, loss_bbox: 0.8997, loss_obj: 0.2735, loss: 1.4708 2023-02-25 14:36:03,413 - mmdet - INFO - Epoch [182][950/1111] lr: 3.341e-03, eta: 22:30:55, time: 0.576, data_time: 0.028, memory: 27319, loss_cls: 0.2962, loss_bbox: 0.8965, loss_obj: 0.2635, loss: 1.4562 2023-02-25 14:36:33,619 - mmdet - INFO - Epoch [182][1000/1111] lr: 3.339e-03, eta: 22:30:24, time: 0.604, data_time: 0.029, memory: 27319, loss_cls: 0.2995, loss_bbox: 0.9067, loss_obj: 0.2755, loss: 1.4817 2023-02-25 14:37:10,209 - mmdet - INFO - Epoch [182][1050/1111] lr: 3.337e-03, eta: 22:29:57, time: 0.732, data_time: 0.029, memory: 27319, loss_cls: 0.2919, loss_bbox: 0.8727, loss_obj: 0.2648, loss: 1.4294 2023-02-25 14:37:33,750 - mmdet - INFO - Epoch [182][1100/1111] lr: 3.335e-03, eta: 22:29:21, time: 0.471, data_time: 0.028, memory: 27319, loss_cls: 0.3094, loss_bbox: 0.9524, loss_obj: 0.2747, loss: 1.5365 2023-02-25 14:38:27,564 - mmdet - INFO - Epoch [183][50/1111] lr: 3.332e-03, eta: 22:28:51, time: 0.975, data_time: 0.274, memory: 27319, loss_cls: 0.2995, loss_bbox: 0.9060, loss_obj: 0.2733, loss: 1.4788 2023-02-25 14:38:57,257 - mmdet - INFO - Epoch [183][100/1111] lr: 3.330e-03, eta: 22:28:19, time: 0.594, data_time: 0.031, memory: 27319, loss_cls: 0.3063, loss_bbox: 0.9381, loss_obj: 0.2751, loss: 1.5195 2023-02-25 14:39:27,483 - mmdet - INFO - Epoch [183][150/1111] lr: 3.328e-03, eta: 22:27:48, time: 0.604, data_time: 0.028, memory: 27319, loss_cls: 0.2960, loss_bbox: 0.8929, loss_obj: 0.2546, loss: 1.4435 2023-02-25 14:39:54,122 - mmdet - INFO - Epoch [183][200/1111] lr: 3.325e-03, eta: 22:27:14, time: 0.533, data_time: 0.029, memory: 27319, loss_cls: 0.3017, loss_bbox: 0.9237, loss_obj: 0.2689, loss: 1.4943 2023-02-25 14:40:25,974 - mmdet - INFO - Epoch [183][250/1111] lr: 3.323e-03, eta: 22:26:44, time: 0.637, data_time: 0.031, memory: 27319, loss_cls: 0.2978, loss_bbox: 0.8975, loss_obj: 0.2697, loss: 1.4650 2023-02-25 14:40:57,888 - mmdet - INFO - Epoch [183][300/1111] lr: 3.321e-03, eta: 22:26:14, time: 0.638, data_time: 0.029, memory: 27319, loss_cls: 0.2968, loss_bbox: 0.8941, loss_obj: 0.2695, loss: 1.4604 2023-02-25 14:41:27,863 - mmdet - INFO - Epoch [183][350/1111] lr: 3.319e-03, eta: 22:25:42, time: 0.599, data_time: 0.025, memory: 27319, loss_cls: 0.2941, loss_bbox: 0.8863, loss_obj: 0.2617, loss: 1.4421 2023-02-25 14:41:57,095 - mmdet - INFO - Epoch [183][400/1111] lr: 3.317e-03, eta: 22:25:10, time: 0.584, data_time: 0.031, memory: 27319, loss_cls: 0.3022, loss_bbox: 0.9259, loss_obj: 0.2775, loss: 1.5056 2023-02-25 14:42:27,252 - mmdet - INFO - Epoch [183][450/1111] lr: 3.315e-03, eta: 22:24:39, time: 0.603, data_time: 0.029, memory: 27319, loss_cls: 0.2933, loss_bbox: 0.8803, loss_obj: 0.2579, loss: 1.4315 2023-02-25 14:43:03,183 - mmdet - INFO - Epoch [183][500/1111] lr: 3.312e-03, eta: 22:24:11, time: 0.718, data_time: 0.024, memory: 27319, loss_cls: 0.2936, loss_bbox: 0.8766, loss_obj: 0.2631, loss: 1.4332 2023-02-25 14:43:31,307 - mmdet - INFO - Epoch [183][550/1111] lr: 3.310e-03, eta: 22:23:39, time: 0.563, data_time: 0.031, memory: 27319, loss_cls: 0.3007, loss_bbox: 0.9158, loss_obj: 0.2705, loss: 1.4870 2023-02-25 14:44:04,945 - mmdet - INFO - Epoch [183][600/1111] lr: 3.308e-03, eta: 22:23:10, time: 0.673, data_time: 0.029, memory: 27319, loss_cls: 0.2986, loss_bbox: 0.9017, loss_obj: 0.2697, loss: 1.4700 2023-02-25 14:44:33,661 - mmdet - INFO - Epoch [183][650/1111] lr: 3.306e-03, eta: 22:22:37, time: 0.574, data_time: 0.034, memory: 27319, loss_cls: 0.3075, loss_bbox: 0.9436, loss_obj: 0.2868, loss: 1.5379 2023-02-25 14:45:02,905 - mmdet - INFO - Epoch [183][700/1111] lr: 3.304e-03, eta: 22:22:05, time: 0.585, data_time: 0.033, memory: 27319, loss_cls: 0.2974, loss_bbox: 0.8992, loss_obj: 0.2631, loss: 1.4597 2023-02-25 14:45:31,204 - mmdet - INFO - Epoch [183][750/1111] lr: 3.301e-03, eta: 22:21:33, time: 0.566, data_time: 0.027, memory: 27319, loss_cls: 0.2973, loss_bbox: 0.9010, loss_obj: 0.2656, loss: 1.4639 2023-02-25 14:45:59,715 - mmdet - INFO - Epoch [183][800/1111] lr: 3.299e-03, eta: 22:21:01, time: 0.570, data_time: 0.031, memory: 27319, loss_cls: 0.2954, loss_bbox: 0.8941, loss_obj: 0.2598, loss: 1.4492 2023-02-25 14:46:28,055 - mmdet - INFO - Epoch [183][850/1111] lr: 3.297e-03, eta: 22:20:28, time: 0.567, data_time: 0.034, memory: 27319, loss_cls: 0.2989, loss_bbox: 0.9088, loss_obj: 0.2710, loss: 1.4787 2023-02-25 14:47:00,226 - mmdet - INFO - Epoch [183][900/1111] lr: 3.295e-03, eta: 22:19:58, time: 0.644, data_time: 0.026, memory: 27319, loss_cls: 0.2948, loss_bbox: 0.8872, loss_obj: 0.2647, loss: 1.4466 2023-02-25 14:47:29,054 - mmdet - INFO - Epoch [183][950/1111] lr: 3.293e-03, eta: 22:19:26, time: 0.577, data_time: 0.030, memory: 27319, loss_cls: 0.2954, loss_bbox: 0.8904, loss_obj: 0.2673, loss: 1.4531 2023-02-25 14:48:00,113 - mmdet - INFO - Epoch [183][1000/1111] lr: 3.290e-03, eta: 22:18:55, time: 0.621, data_time: 0.030, memory: 27319, loss_cls: 0.2952, loss_bbox: 0.8891, loss_obj: 0.2764, loss: 1.4607 2023-02-25 14:48:31,965 - mmdet - INFO - Epoch [183][1050/1111] lr: 3.288e-03, eta: 22:18:25, time: 0.637, data_time: 0.024, memory: 27319, loss_cls: 0.3008, loss_bbox: 0.9109, loss_obj: 0.2795, loss: 1.4912 2023-02-25 14:49:03,661 - mmdet - INFO - Epoch [183][1100/1111] lr: 3.286e-03, eta: 22:17:54, time: 0.634, data_time: 0.028, memory: 27319, loss_cls: 0.2975, loss_bbox: 0.8956, loss_obj: 0.2625, loss: 1.4556 2023-02-25 14:49:57,225 - mmdet - INFO - Epoch [184][50/1111] lr: 3.283e-03, eta: 22:17:24, time: 0.977, data_time: 0.253, memory: 27319, loss_cls: 0.2925, loss_bbox: 0.8745, loss_obj: 0.2613, loss: 1.4283 2023-02-25 14:50:24,648 - mmdet - INFO - Epoch [184][100/1111] lr: 3.281e-03, eta: 22:16:51, time: 0.548, data_time: 0.030, memory: 27319, loss_cls: 0.3046, loss_bbox: 0.9304, loss_obj: 0.2726, loss: 1.5076 2023-02-25 14:50:53,820 - mmdet - INFO - Epoch [184][150/1111] lr: 3.279e-03, eta: 22:16:19, time: 0.583, data_time: 0.033, memory: 27319, loss_cls: 0.3034, loss_bbox: 0.9247, loss_obj: 0.2735, loss: 1.5017 2023-02-25 14:51:26,351 - mmdet - INFO - Epoch [184][200/1111] lr: 3.277e-03, eta: 22:15:49, time: 0.651, data_time: 0.023, memory: 27319, loss_cls: 0.2976, loss_bbox: 0.9033, loss_obj: 0.2687, loss: 1.4696 2023-02-25 14:51:54,914 - mmdet - INFO - Epoch [184][250/1111] lr: 3.275e-03, eta: 22:15:17, time: 0.571, data_time: 0.034, memory: 27319, loss_cls: 0.3026, loss_bbox: 0.9264, loss_obj: 0.2688, loss: 1.4978 2023-02-25 14:52:22,340 - mmdet - INFO - Epoch [184][300/1111] lr: 3.273e-03, eta: 22:14:44, time: 0.548, data_time: 0.036, memory: 27319, loss_cls: 0.3058, loss_bbox: 0.9334, loss_obj: 0.2776, loss: 1.5168 2023-02-25 14:52:57,105 - mmdet - INFO - Epoch [184][350/1111] lr: 3.270e-03, eta: 22:14:15, time: 0.695, data_time: 0.022, memory: 27319, loss_cls: 0.2949, loss_bbox: 0.8874, loss_obj: 0.2670, loss: 1.4493 2023-02-25 14:53:28,451 - mmdet - INFO - Epoch [184][400/1111] lr: 3.268e-03, eta: 22:13:45, time: 0.627, data_time: 0.026, memory: 27319, loss_cls: 0.2965, loss_bbox: 0.8951, loss_obj: 0.2723, loss: 1.4638 2023-02-25 14:53:59,535 - mmdet - INFO - Epoch [184][450/1111] lr: 3.266e-03, eta: 22:13:14, time: 0.622, data_time: 0.030, memory: 27319, loss_cls: 0.2965, loss_bbox: 0.8937, loss_obj: 0.2585, loss: 1.4488 2023-02-25 14:54:31,668 - mmdet - INFO - Epoch [184][500/1111] lr: 3.264e-03, eta: 22:12:44, time: 0.643, data_time: 0.025, memory: 27319, loss_cls: 0.2966, loss_bbox: 0.8922, loss_obj: 0.2623, loss: 1.4511 2023-02-25 14:55:03,123 - mmdet - INFO - Epoch [184][550/1111] lr: 3.262e-03, eta: 22:12:13, time: 0.629, data_time: 0.032, memory: 27319, loss_cls: 0.3017, loss_bbox: 0.9185, loss_obj: 0.2771, loss: 1.4973 2023-02-25 14:55:35,885 - mmdet - INFO - Epoch [184][600/1111] lr: 3.259e-03, eta: 22:11:44, time: 0.655, data_time: 0.024, memory: 27319, loss_cls: 0.2956, loss_bbox: 0.8857, loss_obj: 0.2663, loss: 1.4477 2023-02-25 14:56:06,282 - mmdet - INFO - Epoch [184][650/1111] lr: 3.257e-03, eta: 22:11:12, time: 0.608, data_time: 0.028, memory: 27319, loss_cls: 0.2948, loss_bbox: 0.8868, loss_obj: 0.2593, loss: 1.4410 2023-02-25 14:56:38,276 - mmdet - INFO - Epoch [184][700/1111] lr: 3.255e-03, eta: 22:10:42, time: 0.640, data_time: 0.029, memory: 27319, loss_cls: 0.2960, loss_bbox: 0.8921, loss_obj: 0.2596, loss: 1.4477 2023-02-25 14:57:05,974 - mmdet - INFO - Epoch [184][750/1111] lr: 3.253e-03, eta: 22:10:09, time: 0.554, data_time: 0.033, memory: 27319, loss_cls: 0.3003, loss_bbox: 0.9131, loss_obj: 0.2813, loss: 1.4947 2023-02-25 14:57:39,779 - mmdet - INFO - Epoch [184][800/1111] lr: 3.251e-03, eta: 22:09:40, time: 0.676, data_time: 0.025, memory: 27319, loss_cls: 0.2931, loss_bbox: 0.8752, loss_obj: 0.2610, loss: 1.4293 2023-02-25 14:58:10,545 - mmdet - INFO - Epoch [184][850/1111] lr: 3.249e-03, eta: 22:09:09, time: 0.615, data_time: 0.031, memory: 27319, loss_cls: 0.3071, loss_bbox: 0.9384, loss_obj: 0.2864, loss: 1.5320 2023-02-25 14:58:38,657 - mmdet - INFO - Epoch [184][900/1111] lr: 3.246e-03, eta: 22:08:37, time: 0.562, data_time: 0.032, memory: 27319, loss_cls: 0.3013, loss_bbox: 0.9147, loss_obj: 0.2698, loss: 1.4857 2023-02-25 14:59:11,729 - mmdet - INFO - Epoch [184][950/1111] lr: 3.244e-03, eta: 22:08:07, time: 0.661, data_time: 0.028, memory: 27319, loss_cls: 0.2938, loss_bbox: 0.8809, loss_obj: 0.2615, loss: 1.4362 2023-02-25 14:59:38,451 - mmdet - INFO - Epoch [184][1000/1111] lr: 3.242e-03, eta: 22:07:34, time: 0.535, data_time: 0.037, memory: 27319, loss_cls: 0.3034, loss_bbox: 0.9260, loss_obj: 0.2677, loss: 1.4971 2023-02-25 15:00:06,540 - mmdet - INFO - Epoch [184][1050/1111] lr: 3.240e-03, eta: 22:07:01, time: 0.562, data_time: 0.031, memory: 27319, loss_cls: 0.3028, loss_bbox: 0.9218, loss_obj: 0.2718, loss: 1.4965 2023-02-25 15:00:31,475 - mmdet - INFO - Epoch [184][1100/1111] lr: 3.238e-03, eta: 22:06:27, time: 0.499, data_time: 0.031, memory: 27319, loss_cls: 0.3019, loss_bbox: 0.9201, loss_obj: 0.2740, loss: 1.4961 2023-02-25 15:01:23,766 - mmdet - INFO - Epoch [185][50/1111] lr: 3.235e-03, eta: 22:05:54, time: 0.907, data_time: 0.278, memory: 27319, loss_cls: 0.3068, loss_bbox: 0.9460, loss_obj: 0.2751, loss: 1.5280 2023-02-25 15:01:54,125 - mmdet - INFO - Epoch [185][100/1111] lr: 3.233e-03, eta: 22:05:22, time: 0.607, data_time: 0.037, memory: 27319, loss_cls: 0.3002, loss_bbox: 0.9069, loss_obj: 0.2635, loss: 1.4705 2023-02-25 15:02:24,047 - mmdet - INFO - Epoch [185][150/1111] lr: 3.231e-03, eta: 22:04:51, time: 0.598, data_time: 0.027, memory: 27319, loss_cls: 0.3023, loss_bbox: 0.9205, loss_obj: 0.2606, loss: 1.4835 2023-02-25 15:02:53,396 - mmdet - INFO - Epoch [185][200/1111] lr: 3.229e-03, eta: 22:04:19, time: 0.587, data_time: 0.034, memory: 27319, loss_cls: 0.2973, loss_bbox: 0.9000, loss_obj: 0.2626, loss: 1.4598 2023-02-25 15:03:24,161 - mmdet - INFO - Epoch [185][250/1111] lr: 3.226e-03, eta: 22:03:48, time: 0.615, data_time: 0.024, memory: 27319, loss_cls: 0.2953, loss_bbox: 0.8895, loss_obj: 0.2617, loss: 1.4465 2023-02-25 15:03:53,872 - mmdet - INFO - Epoch [185][300/1111] lr: 3.224e-03, eta: 22:03:17, time: 0.594, data_time: 0.035, memory: 27319, loss_cls: 0.2962, loss_bbox: 0.8960, loss_obj: 0.2647, loss: 1.4570 2023-02-25 15:04:23,757 - mmdet - INFO - Epoch [185][350/1111] lr: 3.222e-03, eta: 22:02:45, time: 0.598, data_time: 0.034, memory: 27319, loss_cls: 0.2946, loss_bbox: 0.8879, loss_obj: 0.2658, loss: 1.4482 2023-02-25 15:04:53,649 - mmdet - INFO - Epoch [185][400/1111] lr: 3.220e-03, eta: 22:02:14, time: 0.598, data_time: 0.033, memory: 27319, loss_cls: 0.3009, loss_bbox: 0.9166, loss_obj: 0.2776, loss: 1.4951 2023-02-25 15:05:22,244 - mmdet - INFO - Epoch [185][450/1111] lr: 3.218e-03, eta: 22:01:41, time: 0.572, data_time: 0.036, memory: 27319, loss_cls: 0.3066, loss_bbox: 0.9388, loss_obj: 0.2804, loss: 1.5258 2023-02-25 15:05:54,980 - mmdet - INFO - Epoch [185][500/1111] lr: 3.215e-03, eta: 22:01:12, time: 0.655, data_time: 0.025, memory: 27319, loss_cls: 0.2937, loss_bbox: 0.8849, loss_obj: 0.2647, loss: 1.4432 2023-02-25 15:06:23,019 - mmdet - INFO - Epoch [185][550/1111] lr: 3.213e-03, eta: 22:00:39, time: 0.561, data_time: 0.033, memory: 27319, loss_cls: 0.3021, loss_bbox: 0.9243, loss_obj: 0.2613, loss: 1.4877 2023-02-25 15:06:52,738 - mmdet - INFO - Epoch [185][600/1111] lr: 3.211e-03, eta: 22:00:07, time: 0.594, data_time: 0.036, memory: 27319, loss_cls: 0.2990, loss_bbox: 0.9063, loss_obj: 0.2676, loss: 1.4729 2023-02-25 15:07:23,444 - mmdet - INFO - Epoch [185][650/1111] lr: 3.209e-03, eta: 21:59:36, time: 0.614, data_time: 0.026, memory: 27319, loss_cls: 0.3003, loss_bbox: 0.9091, loss_obj: 0.2669, loss: 1.4763 2023-02-25 15:07:51,672 - mmdet - INFO - Epoch [185][700/1111] lr: 3.207e-03, eta: 21:59:04, time: 0.565, data_time: 0.029, memory: 27319, loss_cls: 0.3009, loss_bbox: 0.9153, loss_obj: 0.2667, loss: 1.4829 2023-02-25 15:08:23,890 - mmdet - INFO - Epoch [185][750/1111] lr: 3.205e-03, eta: 21:58:34, time: 0.644, data_time: 0.028, memory: 27319, loss_cls: 0.2958, loss_bbox: 0.8894, loss_obj: 0.2670, loss: 1.4522 2023-02-25 15:08:55,031 - mmdet - INFO - Epoch [185][800/1111] lr: 3.203e-03, eta: 21:58:03, time: 0.623, data_time: 0.033, memory: 27319, loss_cls: 0.2991, loss_bbox: 0.9058, loss_obj: 0.2695, loss: 1.4744 2023-02-25 15:09:26,561 - mmdet - INFO - Epoch [185][850/1111] lr: 3.200e-03, eta: 21:57:33, time: 0.631, data_time: 0.030, memory: 27319, loss_cls: 0.3036, loss_bbox: 0.9253, loss_obj: 0.2882, loss: 1.5172 2023-02-25 15:09:57,761 - mmdet - INFO - Epoch [185][900/1111] lr: 3.198e-03, eta: 21:57:02, time: 0.624, data_time: 0.029, memory: 27319, loss_cls: 0.3023, loss_bbox: 0.9183, loss_obj: 0.2699, loss: 1.4905 2023-02-25 15:10:27,993 - mmdet - INFO - Epoch [185][950/1111] lr: 3.196e-03, eta: 21:56:31, time: 0.605, data_time: 0.027, memory: 27319, loss_cls: 0.2973, loss_bbox: 0.8973, loss_obj: 0.2687, loss: 1.4633 2023-02-25 15:10:59,517 - mmdet - INFO - Epoch [185][1000/1111] lr: 3.194e-03, eta: 21:56:00, time: 0.630, data_time: 0.028, memory: 27319, loss_cls: 0.2957, loss_bbox: 0.8913, loss_obj: 0.2691, loss: 1.4562 2023-02-25 15:11:28,077 - mmdet - INFO - Epoch [185][1050/1111] lr: 3.192e-03, eta: 21:55:28, time: 0.571, data_time: 0.037, memory: 27319, loss_cls: 0.2999, loss_bbox: 0.9153, loss_obj: 0.2682, loss: 1.4834 2023-02-25 15:11:59,666 - mmdet - INFO - Epoch [185][1100/1111] lr: 3.190e-03, eta: 21:54:57, time: 0.632, data_time: 0.026, memory: 27319, loss_cls: 0.3014, loss_bbox: 0.9120, loss_obj: 0.2645, loss: 1.4780 2023-02-25 15:12:53,033 - mmdet - INFO - Epoch [186][50/1111] lr: 3.187e-03, eta: 21:54:26, time: 0.947, data_time: 0.260, memory: 27319, loss_cls: 0.3036, loss_bbox: 0.9280, loss_obj: 0.2760, loss: 1.5076 2023-02-25 15:13:23,578 - mmdet - INFO - Epoch [186][100/1111] lr: 3.185e-03, eta: 21:53:55, time: 0.611, data_time: 0.030, memory: 27319, loss_cls: 0.2990, loss_bbox: 0.9090, loss_obj: 0.2703, loss: 1.4783 2023-02-25 15:13:53,746 - mmdet - INFO - Epoch [186][150/1111] lr: 3.183e-03, eta: 21:53:23, time: 0.603, data_time: 0.028, memory: 27319, loss_cls: 0.2998, loss_bbox: 0.9094, loss_obj: 0.2702, loss: 1.4793 2023-02-25 15:14:20,704 - mmdet - INFO - Epoch [186][200/1111] lr: 3.180e-03, eta: 21:52:50, time: 0.539, data_time: 0.035, memory: 27319, loss_cls: 0.3035, loss_bbox: 0.9289, loss_obj: 0.2685, loss: 1.5008 2023-02-25 15:14:52,232 - mmdet - INFO - Epoch [186][250/1111] lr: 3.178e-03, eta: 21:52:20, time: 0.630, data_time: 0.032, memory: 27319, loss_cls: 0.3046, loss_bbox: 0.9294, loss_obj: 0.2789, loss: 1.5129 2023-02-25 15:15:23,485 - mmdet - INFO - Epoch [186][300/1111] lr: 3.176e-03, eta: 21:51:49, time: 0.625, data_time: 0.026, memory: 27319, loss_cls: 0.2977, loss_bbox: 0.9002, loss_obj: 0.2654, loss: 1.4632 2023-02-25 15:15:51,036 - mmdet - INFO - Epoch [186][350/1111] lr: 3.174e-03, eta: 21:51:16, time: 0.551, data_time: 0.038, memory: 27319, loss_cls: 0.3063, loss_bbox: 0.9413, loss_obj: 0.2725, loss: 1.5201 2023-02-25 15:16:20,635 - mmdet - INFO - Epoch [186][400/1111] lr: 3.172e-03, eta: 21:50:44, time: 0.592, data_time: 0.031, memory: 27319, loss_cls: 0.3002, loss_bbox: 0.9167, loss_obj: 0.2738, loss: 1.4908 2023-02-25 15:16:49,192 - mmdet - INFO - Epoch [186][450/1111] lr: 3.170e-03, eta: 21:50:12, time: 0.571, data_time: 0.036, memory: 27319, loss_cls: 0.3059, loss_bbox: 0.9364, loss_obj: 0.2685, loss: 1.5108 2023-02-25 15:17:22,251 - mmdet - INFO - Epoch [186][500/1111] lr: 3.167e-03, eta: 21:49:43, time: 0.661, data_time: 0.027, memory: 27319, loss_cls: 0.2948, loss_bbox: 0.8838, loss_obj: 0.2594, loss: 1.4380 2023-02-25 15:17:53,879 - mmdet - INFO - Epoch [186][550/1111] lr: 3.165e-03, eta: 21:49:12, time: 0.632, data_time: 0.030, memory: 27319, loss_cls: 0.3006, loss_bbox: 0.9133, loss_obj: 0.2662, loss: 1.4800 2023-02-25 15:18:22,837 - mmdet - INFO - Epoch [186][600/1111] lr: 3.163e-03, eta: 21:48:40, time: 0.579, data_time: 0.030, memory: 27319, loss_cls: 0.2972, loss_bbox: 0.9019, loss_obj: 0.2617, loss: 1.4609 2023-02-25 15:18:51,314 - mmdet - INFO - Epoch [186][650/1111] lr: 3.161e-03, eta: 21:48:08, time: 0.569, data_time: 0.032, memory: 27319, loss_cls: 0.2986, loss_bbox: 0.9053, loss_obj: 0.2618, loss: 1.4658 2023-02-25 15:19:25,824 - mmdet - INFO - Epoch [186][700/1111] lr: 3.159e-03, eta: 21:47:39, time: 0.690, data_time: 0.024, memory: 27319, loss_cls: 0.2922, loss_bbox: 0.8761, loss_obj: 0.2685, loss: 1.4368 2023-02-25 15:19:59,777 - mmdet - INFO - Epoch [186][750/1111] lr: 3.157e-03, eta: 21:47:10, time: 0.679, data_time: 0.032, memory: 27319, loss_cls: 0.2945, loss_bbox: 0.8891, loss_obj: 0.2709, loss: 1.4545 2023-02-25 15:20:30,787 - mmdet - INFO - Epoch [186][800/1111] lr: 3.155e-03, eta: 21:46:39, time: 0.620, data_time: 0.035, memory: 27319, loss_cls: 0.2985, loss_bbox: 0.9050, loss_obj: 0.2683, loss: 1.4718 2023-02-25 15:20:58,397 - mmdet - INFO - Epoch [186][850/1111] lr: 3.152e-03, eta: 21:46:06, time: 0.552, data_time: 0.029, memory: 27319, loss_cls: 0.2999, loss_bbox: 0.9158, loss_obj: 0.2636, loss: 1.4793 2023-02-25 15:21:33,251 - mmdet - INFO - Epoch [186][900/1111] lr: 3.150e-03, eta: 21:45:38, time: 0.697, data_time: 0.027, memory: 27319, loss_cls: 0.2886, loss_bbox: 0.8576, loss_obj: 0.2523, loss: 1.3986 2023-02-25 15:22:06,358 - mmdet - INFO - Epoch [186][950/1111] lr: 3.148e-03, eta: 21:45:09, time: 0.662, data_time: 0.028, memory: 27319, loss_cls: 0.2964, loss_bbox: 0.8955, loss_obj: 0.2617, loss: 1.4536 2023-02-25 15:22:35,149 - mmdet - INFO - Epoch [186][1000/1111] lr: 3.146e-03, eta: 21:44:36, time: 0.576, data_time: 0.034, memory: 27319, loss_cls: 0.2951, loss_bbox: 0.8913, loss_obj: 0.2568, loss: 1.4433 2023-02-25 15:23:06,270 - mmdet - INFO - Epoch [186][1050/1111] lr: 3.144e-03, eta: 21:44:06, time: 0.622, data_time: 0.031, memory: 27319, loss_cls: 0.2969, loss_bbox: 0.8973, loss_obj: 0.2635, loss: 1.4577 2023-02-25 15:23:32,880 - mmdet - INFO - Epoch [186][1100/1111] lr: 3.142e-03, eta: 21:43:32, time: 0.532, data_time: 0.023, memory: 27319, loss_cls: 0.2980, loss_bbox: 0.9022, loss_obj: 0.2620, loss: 1.4622 2023-02-25 15:24:26,874 - mmdet - INFO - Epoch [187][50/1111] lr: 3.139e-03, eta: 21:43:00, time: 0.941, data_time: 0.269, memory: 27319, loss_cls: 0.3025, loss_bbox: 0.9235, loss_obj: 0.2747, loss: 1.5007 2023-02-25 15:24:56,941 - mmdet - INFO - Epoch [187][100/1111] lr: 3.137e-03, eta: 21:42:29, time: 0.601, data_time: 0.028, memory: 27319, loss_cls: 0.2964, loss_bbox: 0.8991, loss_obj: 0.2616, loss: 1.4571 2023-02-25 15:25:28,827 - mmdet - INFO - Epoch [187][150/1111] lr: 3.135e-03, eta: 21:41:59, time: 0.638, data_time: 0.032, memory: 27319, loss_cls: 0.2954, loss_bbox: 0.8902, loss_obj: 0.2530, loss: 1.4386 2023-02-25 15:25:57,679 - mmdet - INFO - Epoch [187][200/1111] lr: 3.133e-03, eta: 21:41:27, time: 0.577, data_time: 0.033, memory: 27319, loss_cls: 0.3004, loss_bbox: 0.9110, loss_obj: 0.2683, loss: 1.4797 2023-02-25 15:26:26,261 - mmdet - INFO - Epoch [187][250/1111] lr: 3.130e-03, eta: 21:40:54, time: 0.572, data_time: 0.030, memory: 27319, loss_cls: 0.2986, loss_bbox: 0.9100, loss_obj: 0.2670, loss: 1.4755 2023-02-25 15:27:00,056 - mmdet - INFO - Epoch [187][300/1111] lr: 3.128e-03, eta: 21:40:25, time: 0.676, data_time: 0.028, memory: 27319, loss_cls: 0.2974, loss_bbox: 0.8950, loss_obj: 0.2638, loss: 1.4563 2023-02-25 15:27:28,895 - mmdet - INFO - Epoch [187][350/1111] lr: 3.126e-03, eta: 21:39:53, time: 0.577, data_time: 0.033, memory: 27319, loss_cls: 0.2978, loss_bbox: 0.9013, loss_obj: 0.2579, loss: 1.4571 2023-02-25 15:28:00,214 - mmdet - INFO - Epoch [187][400/1111] lr: 3.124e-03, eta: 21:39:22, time: 0.626, data_time: 0.027, memory: 27319, loss_cls: 0.2946, loss_bbox: 0.8866, loss_obj: 0.2564, loss: 1.4376 2023-02-25 15:28:29,464 - mmdet - INFO - Epoch [187][450/1111] lr: 3.122e-03, eta: 21:38:51, time: 0.585, data_time: 0.033, memory: 27319, loss_cls: 0.3036, loss_bbox: 0.9264, loss_obj: 0.2658, loss: 1.4958 2023-02-25 15:29:01,982 - mmdet - INFO - Epoch [187][500/1111] lr: 3.120e-03, eta: 21:38:21, time: 0.650, data_time: 0.026, memory: 27319, loss_cls: 0.2964, loss_bbox: 0.8927, loss_obj: 0.2524, loss: 1.4415 2023-02-25 15:29:30,333 - mmdet - INFO - Epoch [187][550/1111] lr: 3.118e-03, eta: 21:37:48, time: 0.567, data_time: 0.029, memory: 27319, loss_cls: 0.3065, loss_bbox: 0.9424, loss_obj: 0.2756, loss: 1.5245 2023-02-25 15:29:56,842 - mmdet - INFO - Epoch [187][600/1111] lr: 3.115e-03, eta: 21:37:15, time: 0.530, data_time: 0.031, memory: 27319, loss_cls: 0.3029, loss_bbox: 0.9280, loss_obj: 0.2700, loss: 1.5009 2023-02-25 15:30:26,648 - mmdet - INFO - Epoch [187][650/1111] lr: 3.113e-03, eta: 21:36:43, time: 0.596, data_time: 0.060, memory: 27319, loss_cls: 0.3018, loss_bbox: 0.9157, loss_obj: 0.2720, loss: 1.4895 2023-02-25 15:30:56,833 - mmdet - INFO - Epoch [187][700/1111] lr: 3.111e-03, eta: 21:36:12, time: 0.604, data_time: 0.029, memory: 27319, loss_cls: 0.2958, loss_bbox: 0.8956, loss_obj: 0.2620, loss: 1.4534 2023-02-25 15:31:24,427 - mmdet - INFO - Epoch [187][750/1111] lr: 3.109e-03, eta: 21:35:39, time: 0.552, data_time: 0.032, memory: 27319, loss_cls: 0.2944, loss_bbox: 0.8819, loss_obj: 0.2480, loss: 1.4242 2023-02-25 15:31:55,569 - mmdet - INFO - Epoch [187][800/1111] lr: 3.107e-03, eta: 21:35:08, time: 0.623, data_time: 0.028, memory: 27319, loss_cls: 0.2970, loss_bbox: 0.8962, loss_obj: 0.2649, loss: 1.4581 2023-02-25 15:32:27,657 - mmdet - INFO - Epoch [187][850/1111] lr: 3.105e-03, eta: 21:34:38, time: 0.642, data_time: 0.027, memory: 27319, loss_cls: 0.2969, loss_bbox: 0.8957, loss_obj: 0.2641, loss: 1.4566 2023-02-25 15:32:59,624 - mmdet - INFO - Epoch [187][900/1111] lr: 3.103e-03, eta: 21:34:08, time: 0.639, data_time: 0.030, memory: 27319, loss_cls: 0.2965, loss_bbox: 0.8986, loss_obj: 0.2665, loss: 1.4616 2023-02-25 15:33:29,603 - mmdet - INFO - Epoch [187][950/1111] lr: 3.100e-03, eta: 21:33:37, time: 0.600, data_time: 0.031, memory: 27319, loss_cls: 0.2998, loss_bbox: 0.9107, loss_obj: 0.2600, loss: 1.4705 2023-02-25 15:33:58,014 - mmdet - INFO - Epoch [187][1000/1111] lr: 3.098e-03, eta: 21:33:04, time: 0.568, data_time: 0.027, memory: 27319, loss_cls: 0.2936, loss_bbox: 0.8882, loss_obj: 0.2607, loss: 1.4426 2023-02-25 15:34:31,554 - mmdet - INFO - Epoch [187][1050/1111] lr: 3.096e-03, eta: 21:32:35, time: 0.671, data_time: 0.026, memory: 27319, loss_cls: 0.2901, loss_bbox: 0.8661, loss_obj: 0.2559, loss: 1.4121 2023-02-25 15:34:55,577 - mmdet - INFO - Epoch [187][1100/1111] lr: 3.094e-03, eta: 21:32:00, time: 0.480, data_time: 0.029, memory: 27319, loss_cls: 0.2984, loss_bbox: 0.9033, loss_obj: 0.2673, loss: 1.4690 2023-02-25 15:35:47,256 - mmdet - INFO - Epoch [188][50/1111] lr: 3.091e-03, eta: 21:31:28, time: 0.939, data_time: 0.241, memory: 27319, loss_cls: 0.3086, loss_bbox: 0.9508, loss_obj: 0.2811, loss: 1.5404 2023-02-25 15:36:17,566 - mmdet - INFO - Epoch [188][100/1111] lr: 3.089e-03, eta: 21:30:57, time: 0.606, data_time: 0.027, memory: 27319, loss_cls: 0.2960, loss_bbox: 0.8876, loss_obj: 0.2571, loss: 1.4407 2023-02-25 15:36:46,737 - mmdet - INFO - Epoch [188][150/1111] lr: 3.087e-03, eta: 21:30:25, time: 0.583, data_time: 0.035, memory: 27319, loss_cls: 0.3021, loss_bbox: 0.9207, loss_obj: 0.2775, loss: 1.5004 2023-02-25 15:37:15,615 - mmdet - INFO - Epoch [188][200/1111] lr: 3.085e-03, eta: 21:29:53, time: 0.577, data_time: 0.030, memory: 27319, loss_cls: 0.2957, loss_bbox: 0.8925, loss_obj: 0.2619, loss: 1.4501 2023-02-25 15:37:43,619 - mmdet - INFO - Epoch [188][250/1111] lr: 3.083e-03, eta: 21:29:20, time: 0.560, data_time: 0.036, memory: 27319, loss_cls: 0.3068, loss_bbox: 0.9441, loss_obj: 0.2769, loss: 1.5279 2023-02-25 15:38:19,785 - mmdet - INFO - Epoch [188][300/1111] lr: 3.081e-03, eta: 21:28:52, time: 0.723, data_time: 0.024, memory: 27319, loss_cls: 0.2925, loss_bbox: 0.8759, loss_obj: 0.2598, loss: 1.4282 2023-02-25 15:38:48,245 - mmdet - INFO - Epoch [188][350/1111] lr: 3.079e-03, eta: 21:28:20, time: 0.569, data_time: 0.028, memory: 27319, loss_cls: 0.3037, loss_bbox: 0.9291, loss_obj: 0.2779, loss: 1.5107 2023-02-25 15:39:20,067 - mmdet - INFO - Epoch [188][400/1111] lr: 3.076e-03, eta: 21:27:50, time: 0.636, data_time: 0.031, memory: 27319, loss_cls: 0.2944, loss_bbox: 0.8911, loss_obj: 0.2658, loss: 1.4512 2023-02-25 15:39:52,369 - mmdet - INFO - Epoch [188][450/1111] lr: 3.074e-03, eta: 21:27:20, time: 0.646, data_time: 0.030, memory: 27319, loss_cls: 0.2955, loss_bbox: 0.8933, loss_obj: 0.2687, loss: 1.4575 2023-02-25 15:40:26,044 - mmdet - INFO - Epoch [188][500/1111] lr: 3.072e-03, eta: 21:26:51, time: 0.673, data_time: 0.025, memory: 27319, loss_cls: 0.2955, loss_bbox: 0.8935, loss_obj: 0.2657, loss: 1.4547 2023-02-25 15:40:56,670 - mmdet - INFO - Epoch [188][550/1111] lr: 3.070e-03, eta: 21:26:20, time: 0.612, data_time: 0.029, memory: 27319, loss_cls: 0.2936, loss_bbox: 0.8862, loss_obj: 0.2697, loss: 1.4496 2023-02-25 15:41:25,013 - mmdet - INFO - Epoch [188][600/1111] lr: 3.068e-03, eta: 21:25:47, time: 0.567, data_time: 0.030, memory: 27319, loss_cls: 0.2974, loss_bbox: 0.9009, loss_obj: 0.2568, loss: 1.4551 2023-02-25 15:41:55,350 - mmdet - INFO - Epoch [188][650/1111] lr: 3.066e-03, eta: 21:25:16, time: 0.606, data_time: 0.029, memory: 27319, loss_cls: 0.2927, loss_bbox: 0.8811, loss_obj: 0.2577, loss: 1.4316 2023-02-25 15:42:31,789 - mmdet - INFO - Epoch [188][700/1111] lr: 3.064e-03, eta: 21:24:48, time: 0.730, data_time: 0.028, memory: 27319, loss_cls: 0.2888, loss_bbox: 0.8551, loss_obj: 0.2502, loss: 1.3941 2023-02-25 15:42:59,910 - mmdet - INFO - Epoch [188][750/1111] lr: 3.062e-03, eta: 21:24:16, time: 0.562, data_time: 0.033, memory: 27319, loss_cls: 0.2997, loss_bbox: 0.9113, loss_obj: 0.2737, loss: 1.4847 2023-02-25 15:43:28,925 - mmdet - INFO - Epoch [188][800/1111] lr: 3.059e-03, eta: 21:23:44, time: 0.581, data_time: 0.031, memory: 27319, loss_cls: 0.3004, loss_bbox: 0.9163, loss_obj: 0.2642, loss: 1.4808 2023-02-25 15:43:55,912 - mmdet - INFO - Epoch [188][850/1111] lr: 3.057e-03, eta: 21:23:11, time: 0.540, data_time: 0.034, memory: 27319, loss_cls: 0.3019, loss_bbox: 0.9260, loss_obj: 0.2751, loss: 1.5030 2023-02-25 15:44:28,872 - mmdet - INFO - Epoch [188][900/1111] lr: 3.055e-03, eta: 21:22:41, time: 0.659, data_time: 0.036, memory: 27319, loss_cls: 0.2996, loss_bbox: 0.9086, loss_obj: 0.2808, loss: 1.4890 2023-02-25 15:44:59,224 - mmdet - INFO - Epoch [188][950/1111] lr: 3.053e-03, eta: 21:22:10, time: 0.607, data_time: 0.031, memory: 27319, loss_cls: 0.2946, loss_bbox: 0.8892, loss_obj: 0.2544, loss: 1.4382 2023-02-25 15:45:26,010 - mmdet - INFO - Epoch [188][1000/1111] lr: 3.051e-03, eta: 21:21:37, time: 0.536, data_time: 0.030, memory: 27319, loss_cls: 0.2989, loss_bbox: 0.9090, loss_obj: 0.2635, loss: 1.4714 2023-02-25 15:45:55,782 - mmdet - INFO - Epoch [188][1050/1111] lr: 3.049e-03, eta: 21:21:05, time: 0.596, data_time: 0.031, memory: 27319, loss_cls: 0.2952, loss_bbox: 0.8929, loss_obj: 0.2665, loss: 1.4546 2023-02-25 15:46:25,332 - mmdet - INFO - Epoch [188][1100/1111] lr: 3.047e-03, eta: 21:20:33, time: 0.591, data_time: 0.023, memory: 27319, loss_cls: 0.2955, loss_bbox: 0.8899, loss_obj: 0.2751, loss: 1.4605 2023-02-25 15:47:18,823 - mmdet - INFO - Epoch [189][50/1111] lr: 3.044e-03, eta: 21:20:02, time: 0.958, data_time: 0.274, memory: 27319, loss_cls: 0.2971, loss_bbox: 0.8992, loss_obj: 0.2817, loss: 1.4780 2023-02-25 15:47:49,069 - mmdet - INFO - Epoch [189][100/1111] lr: 3.042e-03, eta: 21:19:31, time: 0.605, data_time: 0.027, memory: 27319, loss_cls: 0.2970, loss_bbox: 0.8967, loss_obj: 0.2585, loss: 1.4522 2023-02-25 15:48:24,279 - mmdet - INFO - Epoch [189][150/1111] lr: 3.040e-03, eta: 21:19:02, time: 0.704, data_time: 0.025, memory: 27319, loss_cls: 0.2899, loss_bbox: 0.8626, loss_obj: 0.2588, loss: 1.4112 2023-02-25 15:48:56,034 - mmdet - INFO - Epoch [189][200/1111] lr: 3.038e-03, eta: 21:18:32, time: 0.635, data_time: 0.035, memory: 27319, loss_cls: 0.2996, loss_bbox: 0.9076, loss_obj: 0.2613, loss: 1.4686 2023-02-25 15:49:26,122 - mmdet - INFO - Epoch [189][250/1111] lr: 3.036e-03, eta: 21:18:01, time: 0.601, data_time: 0.029, memory: 27319, loss_cls: 0.3013, loss_bbox: 0.9210, loss_obj: 0.2645, loss: 1.4868 2023-02-25 15:49:59,172 - mmdet - INFO - Epoch [189][300/1111] lr: 3.033e-03, eta: 21:17:31, time: 0.661, data_time: 0.025, memory: 27319, loss_cls: 0.2967, loss_bbox: 0.8960, loss_obj: 0.2624, loss: 1.4550 2023-02-25 15:50:32,640 - mmdet - INFO - Epoch [189][350/1111] lr: 3.031e-03, eta: 21:17:02, time: 0.669, data_time: 0.027, memory: 27319, loss_cls: 0.2901, loss_bbox: 0.8677, loss_obj: 0.2571, loss: 1.4148 2023-02-25 15:51:03,359 - mmdet - INFO - Epoch [189][400/1111] lr: 3.029e-03, eta: 21:16:31, time: 0.614, data_time: 0.028, memory: 27319, loss_cls: 0.2950, loss_bbox: 0.8866, loss_obj: 0.2572, loss: 1.4387 2023-02-25 15:51:35,782 - mmdet - INFO - Epoch [189][450/1111] lr: 3.027e-03, eta: 21:16:01, time: 0.648, data_time: 0.028, memory: 27319, loss_cls: 0.2970, loss_bbox: 0.8988, loss_obj: 0.2716, loss: 1.4673 2023-02-25 15:52:06,739 - mmdet - INFO - Epoch [189][500/1111] lr: 3.025e-03, eta: 21:15:30, time: 0.619, data_time: 0.026, memory: 27319, loss_cls: 0.2916, loss_bbox: 0.8707, loss_obj: 0.2436, loss: 1.4059 2023-02-25 15:52:34,528 - mmdet - INFO - Epoch [189][550/1111] lr: 3.023e-03, eta: 21:14:57, time: 0.556, data_time: 0.032, memory: 27319, loss_cls: 0.3047, loss_bbox: 0.9356, loss_obj: 0.2780, loss: 1.5183 2023-02-25 15:53:05,011 - mmdet - INFO - Epoch [189][600/1111] lr: 3.021e-03, eta: 21:14:26, time: 0.610, data_time: 0.034, memory: 27319, loss_cls: 0.2946, loss_bbox: 0.8866, loss_obj: 0.2698, loss: 1.4511 2023-02-25 15:53:36,218 - mmdet - INFO - Epoch [189][650/1111] lr: 3.019e-03, eta: 21:13:55, time: 0.624, data_time: 0.028, memory: 27319, loss_cls: 0.3023, loss_bbox: 0.9238, loss_obj: 0.2719, loss: 1.4980 2023-02-25 15:54:06,858 - mmdet - INFO - Epoch [189][700/1111] lr: 3.017e-03, eta: 21:13:24, time: 0.613, data_time: 0.032, memory: 27319, loss_cls: 0.2971, loss_bbox: 0.8972, loss_obj: 0.2546, loss: 1.4489 2023-02-25 15:54:40,462 - mmdet - INFO - Epoch [189][750/1111] lr: 3.014e-03, eta: 21:12:55, time: 0.672, data_time: 0.028, memory: 27319, loss_cls: 0.3007, loss_bbox: 0.9132, loss_obj: 0.2722, loss: 1.4861 2023-02-25 15:55:08,297 - mmdet - INFO - Epoch [189][800/1111] lr: 3.012e-03, eta: 21:12:22, time: 0.557, data_time: 0.035, memory: 27319, loss_cls: 0.3009, loss_bbox: 0.9160, loss_obj: 0.2716, loss: 1.4884 2023-02-25 15:55:36,076 - mmdet - INFO - Epoch [189][850/1111] lr: 3.010e-03, eta: 21:11:50, time: 0.555, data_time: 0.029, memory: 27319, loss_cls: 0.3045, loss_bbox: 0.9335, loss_obj: 0.2694, loss: 1.5075 2023-02-25 15:56:05,026 - mmdet - INFO - Epoch [189][900/1111] lr: 3.008e-03, eta: 21:11:18, time: 0.579, data_time: 0.031, memory: 27319, loss_cls: 0.2954, loss_bbox: 0.8910, loss_obj: 0.2641, loss: 1.4505 2023-02-25 15:56:34,876 - mmdet - INFO - Epoch [189][950/1111] lr: 3.006e-03, eta: 21:10:46, time: 0.597, data_time: 0.027, memory: 27319, loss_cls: 0.2958, loss_bbox: 0.8946, loss_obj: 0.2675, loss: 1.4579 2023-02-25 15:57:05,232 - mmdet - INFO - Epoch [189][1000/1111] lr: 3.004e-03, eta: 21:10:15, time: 0.607, data_time: 0.034, memory: 27319, loss_cls: 0.3020, loss_bbox: 0.9166, loss_obj: 0.2658, loss: 1.4843 2023-02-25 15:57:34,745 - mmdet - INFO - Epoch [189][1050/1111] lr: 3.002e-03, eta: 21:09:43, time: 0.590, data_time: 0.031, memory: 27319, loss_cls: 0.2999, loss_bbox: 0.9069, loss_obj: 0.2668, loss: 1.4736 2023-02-25 15:57:59,649 - mmdet - INFO - Epoch [189][1100/1111] lr: 3.000e-03, eta: 21:09:09, time: 0.498, data_time: 0.026, memory: 27319, loss_cls: 0.3033, loss_bbox: 0.9315, loss_obj: 0.2699, loss: 1.5047 2023-02-25 15:58:52,973 - mmdet - INFO - Epoch [190][50/1111] lr: 2.997e-03, eta: 21:08:36, time: 0.916, data_time: 0.275, memory: 27319, loss_cls: 0.2983, loss_bbox: 0.9053, loss_obj: 0.2617, loss: 1.4653 2023-02-25 15:59:24,858 - mmdet - INFO - Epoch [190][100/1111] lr: 2.995e-03, eta: 21:08:06, time: 0.638, data_time: 0.029, memory: 27319, loss_cls: 0.2957, loss_bbox: 0.8930, loss_obj: 0.2654, loss: 1.4542 2023-02-25 15:59:55,542 - mmdet - INFO - Epoch [190][150/1111] lr: 2.993e-03, eta: 21:07:35, time: 0.614, data_time: 0.030, memory: 27319, loss_cls: 0.2984, loss_bbox: 0.9071, loss_obj: 0.2680, loss: 1.4735 2023-02-25 16:00:25,399 - mmdet - INFO - Epoch [190][200/1111] lr: 2.991e-03, eta: 21:07:03, time: 0.597, data_time: 0.027, memory: 27319, loss_cls: 0.2978, loss_bbox: 0.9040, loss_obj: 0.2613, loss: 1.4631 2023-02-25 16:00:56,471 - mmdet - INFO - Epoch [190][250/1111] lr: 2.989e-03, eta: 21:06:33, time: 0.622, data_time: 0.030, memory: 27319, loss_cls: 0.2937, loss_bbox: 0.8816, loss_obj: 0.2445, loss: 1.4198 2023-02-25 16:01:25,167 - mmdet - INFO - Epoch [190][300/1111] lr: 2.986e-03, eta: 21:06:00, time: 0.574, data_time: 0.030, memory: 27319, loss_cls: 0.2985, loss_bbox: 0.9049, loss_obj: 0.2654, loss: 1.4688 2023-02-25 16:01:56,622 - mmdet - INFO - Epoch [190][350/1111] lr: 2.984e-03, eta: 21:05:30, time: 0.629, data_time: 0.028, memory: 27319, loss_cls: 0.2946, loss_bbox: 0.8814, loss_obj: 0.2595, loss: 1.4356 2023-02-25 16:02:25,824 - mmdet - INFO - Epoch [190][400/1111] lr: 2.982e-03, eta: 21:04:58, time: 0.584, data_time: 0.029, memory: 27319, loss_cls: 0.2983, loss_bbox: 0.9032, loss_obj: 0.2651, loss: 1.4665 2023-02-25 16:02:58,352 - mmdet - INFO - Epoch [190][450/1111] lr: 2.980e-03, eta: 21:04:28, time: 0.650, data_time: 0.031, memory: 27319, loss_cls: 0.2992, loss_bbox: 0.9020, loss_obj: 0.2601, loss: 1.4613 2023-02-25 16:03:26,913 - mmdet - INFO - Epoch [190][500/1111] lr: 2.978e-03, eta: 21:03:56, time: 0.571, data_time: 0.034, memory: 27319, loss_cls: 0.3010, loss_bbox: 0.9200, loss_obj: 0.2762, loss: 1.4972 2023-02-25 16:04:01,632 - mmdet - INFO - Epoch [190][550/1111] lr: 2.976e-03, eta: 21:03:27, time: 0.694, data_time: 0.027, memory: 27319, loss_cls: 0.2912, loss_bbox: 0.8726, loss_obj: 0.2514, loss: 1.4152 2023-02-25 16:04:32,045 - mmdet - INFO - Epoch [190][600/1111] lr: 2.974e-03, eta: 21:02:56, time: 0.608, data_time: 0.031, memory: 27319, loss_cls: 0.2993, loss_bbox: 0.9097, loss_obj: 0.2748, loss: 1.4838 2023-02-25 16:05:07,009 - mmdet - INFO - Epoch [190][650/1111] lr: 2.972e-03, eta: 21:02:28, time: 0.699, data_time: 0.026, memory: 27319, loss_cls: 0.2989, loss_bbox: 0.9067, loss_obj: 0.2785, loss: 1.4841 2023-02-25 16:05:35,811 - mmdet - INFO - Epoch [190][700/1111] lr: 2.970e-03, eta: 21:01:56, time: 0.576, data_time: 0.034, memory: 27319, loss_cls: 0.3069, loss_bbox: 0.9460, loss_obj: 0.2771, loss: 1.5300 2023-02-25 16:06:07,468 - mmdet - INFO - Epoch [190][750/1111] lr: 2.968e-03, eta: 21:01:25, time: 0.633, data_time: 0.030, memory: 27319, loss_cls: 0.2961, loss_bbox: 0.8911, loss_obj: 0.2590, loss: 1.4462 2023-02-25 16:06:39,482 - mmdet - INFO - Epoch [190][800/1111] lr: 2.965e-03, eta: 21:00:55, time: 0.640, data_time: 0.032, memory: 27319, loss_cls: 0.2984, loss_bbox: 0.9024, loss_obj: 0.2743, loss: 1.4751 2023-02-25 16:07:08,933 - mmdet - INFO - Epoch [190][850/1111] lr: 2.963e-03, eta: 21:00:23, time: 0.589, data_time: 0.028, memory: 27319, loss_cls: 0.2968, loss_bbox: 0.8997, loss_obj: 0.2659, loss: 1.4624 2023-02-25 16:07:41,039 - mmdet - INFO - Epoch [190][900/1111] lr: 2.961e-03, eta: 20:59:53, time: 0.642, data_time: 0.027, memory: 27319, loss_cls: 0.2949, loss_bbox: 0.8897, loss_obj: 0.2640, loss: 1.4487 2023-02-25 16:08:10,009 - mmdet - INFO - Epoch [190][950/1111] lr: 2.959e-03, eta: 20:59:21, time: 0.579, data_time: 0.030, memory: 27319, loss_cls: 0.2986, loss_bbox: 0.9067, loss_obj: 0.2653, loss: 1.4706 2023-02-25 16:08:43,243 - mmdet - INFO - Epoch [190][1000/1111] lr: 2.957e-03, eta: 20:58:52, time: 0.665, data_time: 0.026, memory: 27319, loss_cls: 0.2902, loss_bbox: 0.8658, loss_obj: 0.2502, loss: 1.4062 2023-02-25 16:09:11,687 - mmdet - INFO - Epoch [190][1050/1111] lr: 2.955e-03, eta: 20:58:19, time: 0.569, data_time: 0.033, memory: 27319, loss_cls: 0.2961, loss_bbox: 0.8936, loss_obj: 0.2541, loss: 1.4439 2023-02-25 16:09:37,365 - mmdet - INFO - Epoch [190][1100/1111] lr: 2.953e-03, eta: 20:57:45, time: 0.514, data_time: 0.029, memory: 27319, loss_cls: 0.2994, loss_bbox: 0.9127, loss_obj: 0.2572, loss: 1.4692 2023-02-25 16:09:42,036 - mmdet - INFO - Saving checkpoint at 190 epochs 2023-02-25 16:12:34,060 - mmdet - INFO - Evaluating bbox... 2023-02-25 16:12:50,162 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.892 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.969 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.932 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.067 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.782 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.944 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.912 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.912 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.912 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.216 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.840 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.956 2023-02-25 16:12:50,269 - mmdet - INFO - Exp name: yolox_x.py 2023-02-25 16:12:50,269 - mmdet - INFO - Epoch(val) [190][4200] bbox_mAP: 0.8923, bbox_mAP_50: 0.9690, bbox_mAP_75: 0.9318, bbox_mAP_s: 0.0672, bbox_mAP_m: 0.7821, bbox_mAP_l: 0.9440, bbox_mAP_copypaste: 0.8923 0.9690 0.9318 0.0672 0.7821 0.9440 2023-02-25 16:13:29,366 - mmdet - INFO - Epoch [191][50/1111] lr: 2.950e-03, eta: 20:57:09, time: 0.781, data_time: 0.194, memory: 27319, loss_cls: 0.2902, loss_bbox: 0.8713, loss_obj: 0.2492, loss: 1.4106 2023-02-25 16:14:00,458 - mmdet - INFO - Epoch [191][100/1111] lr: 2.948e-03, eta: 20:56:38, time: 0.622, data_time: 0.025, memory: 27319, loss_cls: 0.2964, loss_bbox: 0.8931, loss_obj: 0.2631, loss: 1.4526 2023-02-25 16:14:29,688 - mmdet - INFO - Epoch [191][150/1111] lr: 2.946e-03, eta: 20:56:06, time: 0.585, data_time: 0.037, memory: 27319, loss_cls: 0.2938, loss_bbox: 0.8887, loss_obj: 0.2540, loss: 1.4365 2023-02-25 16:15:02,596 - mmdet - INFO - Epoch [191][200/1111] lr: 2.944e-03, eta: 20:55:36, time: 0.658, data_time: 0.027, memory: 27319, loss_cls: 0.2958, loss_bbox: 0.8907, loss_obj: 0.2625, loss: 1.4491 2023-02-25 16:15:32,288 - mmdet - INFO - Epoch [191][250/1111] lr: 2.942e-03, eta: 20:55:05, time: 0.594, data_time: 0.036, memory: 27319, loss_cls: 0.3062, loss_bbox: 0.9378, loss_obj: 0.2775, loss: 1.5215 2023-02-25 16:16:03,088 - mmdet - INFO - Epoch [191][300/1111] lr: 2.940e-03, eta: 20:54:34, time: 0.616, data_time: 0.027, memory: 27319, loss_cls: 0.2952, loss_bbox: 0.8932, loss_obj: 0.2722, loss: 1.4606 2023-02-25 16:16:31,288 - mmdet - INFO - Epoch [191][350/1111] lr: 2.938e-03, eta: 20:54:01, time: 0.564, data_time: 0.038, memory: 27319, loss_cls: 0.3007, loss_bbox: 0.9181, loss_obj: 0.2722, loss: 1.4910 2023-02-25 16:17:02,013 - mmdet - INFO - Epoch [191][400/1111] lr: 2.936e-03, eta: 20:53:31, time: 0.615, data_time: 0.026, memory: 27319, loss_cls: 0.2958, loss_bbox: 0.8922, loss_obj: 0.2552, loss: 1.4432 2023-02-25 16:17:28,012 - mmdet - INFO - Epoch [191][450/1111] lr: 2.933e-03, eta: 20:52:57, time: 0.520, data_time: 0.034, memory: 27319, loss_cls: 0.3047, loss_bbox: 0.9366, loss_obj: 0.2689, loss: 1.5101 2023-02-25 16:17:59,522 - mmdet - INFO - Epoch [191][500/1111] lr: 2.931e-03, eta: 20:52:26, time: 0.630, data_time: 0.029, memory: 27319, loss_cls: 0.2918, loss_bbox: 0.8787, loss_obj: 0.2591, loss: 1.4296 2023-02-25 16:18:26,441 - mmdet - INFO - Epoch [191][550/1111] lr: 2.929e-03, eta: 20:51:53, time: 0.539, data_time: 0.031, memory: 27319, loss_cls: 0.3006, loss_bbox: 0.9227, loss_obj: 0.2650, loss: 1.4883 2023-02-25 16:18:57,752 - mmdet - INFO - Epoch [191][600/1111] lr: 2.927e-03, eta: 20:51:23, time: 0.626, data_time: 0.032, memory: 27319, loss_cls: 0.2965, loss_bbox: 0.8989, loss_obj: 0.2673, loss: 1.4627 2023-02-25 16:19:29,513 - mmdet - INFO - Epoch [191][650/1111] lr: 2.925e-03, eta: 20:50:52, time: 0.635, data_time: 0.029, memory: 27319, loss_cls: 0.2941, loss_bbox: 0.8859, loss_obj: 0.2612, loss: 1.4412 2023-02-25 16:19:59,079 - mmdet - INFO - Epoch [191][700/1111] lr: 2.923e-03, eta: 20:50:21, time: 0.591, data_time: 0.029, memory: 27319, loss_cls: 0.2961, loss_bbox: 0.8988, loss_obj: 0.2568, loss: 1.4517 2023-02-25 16:20:27,542 - mmdet - INFO - Epoch [191][750/1111] lr: 2.921e-03, eta: 20:49:48, time: 0.569, data_time: 0.034, memory: 27319, loss_cls: 0.3010, loss_bbox: 0.9177, loss_obj: 0.2675, loss: 1.4862 2023-02-25 16:20:59,674 - mmdet - INFO - Epoch [191][800/1111] lr: 2.919e-03, eta: 20:49:18, time: 0.643, data_time: 0.034, memory: 27319, loss_cls: 0.2915, loss_bbox: 0.8764, loss_obj: 0.2644, loss: 1.4323 2023-02-25 16:21:27,974 - mmdet - INFO - Epoch [191][850/1111] lr: 2.917e-03, eta: 20:48:46, time: 0.565, data_time: 0.032, memory: 27319, loss_cls: 0.3006, loss_bbox: 0.9150, loss_obj: 0.2617, loss: 1.4773 2023-02-25 16:22:02,607 - mmdet - INFO - Epoch [191][900/1111] lr: 2.915e-03, eta: 20:48:17, time: 0.693, data_time: 0.027, memory: 27319, loss_cls: 0.2911, loss_bbox: 0.8682, loss_obj: 0.2565, loss: 1.4158 2023-02-25 16:22:33,461 - mmdet - INFO - Epoch [191][950/1111] lr: 2.913e-03, eta: 20:47:46, time: 0.617, data_time: 0.032, memory: 27319, loss_cls: 0.2969, loss_bbox: 0.8965, loss_obj: 0.2598, loss: 1.4532 2023-02-25 16:23:01,583 - mmdet - INFO - Epoch [191][1000/1111] lr: 2.910e-03, eta: 20:47:14, time: 0.562, data_time: 0.032, memory: 27319, loss_cls: 0.2997, loss_bbox: 0.9173, loss_obj: 0.2736, loss: 1.4906 2023-02-25 16:23:31,654 - mmdet - INFO - Epoch [191][1050/1111] lr: 2.908e-03, eta: 20:46:42, time: 0.601, data_time: 0.032, memory: 27319, loss_cls: 0.3039, loss_bbox: 0.9310, loss_obj: 0.2781, loss: 1.5129 2023-02-25 16:24:02,526 - mmdet - INFO - Epoch [191][1100/1111] lr: 2.906e-03, eta: 20:46:12, time: 0.618, data_time: 0.027, memory: 27319, loss_cls: 0.2916, loss_bbox: 0.8737, loss_obj: 0.2571, loss: 1.4223 2023-02-25 16:24:54,276 - mmdet - INFO - Epoch [192][50/1111] lr: 2.904e-03, eta: 20:45:39, time: 0.923, data_time: 0.263, memory: 27319, loss_cls: 0.2930, loss_bbox: 0.8833, loss_obj: 0.2549, loss: 1.4313 2023-02-25 16:25:22,928 - mmdet - INFO - Epoch [192][100/1111] lr: 2.902e-03, eta: 20:45:07, time: 0.573, data_time: 0.033, memory: 27319, loss_cls: 0.2977, loss_bbox: 0.8990, loss_obj: 0.2537, loss: 1.4504 2023-02-25 16:25:53,008 - mmdet - INFO - Epoch [192][150/1111] lr: 2.900e-03, eta: 20:44:35, time: 0.602, data_time: 0.027, memory: 27319, loss_cls: 0.2933, loss_bbox: 0.8813, loss_obj: 0.2542, loss: 1.4288 2023-02-25 16:26:24,638 - mmdet - INFO - Epoch [192][200/1111] lr: 2.897e-03, eta: 20:44:05, time: 0.633, data_time: 0.029, memory: 27319, loss_cls: 0.2904, loss_bbox: 0.8690, loss_obj: 0.2509, loss: 1.4104 2023-02-25 16:27:00,705 - mmdet - INFO - Epoch [192][250/1111] lr: 2.895e-03, eta: 20:43:37, time: 0.721, data_time: 0.025, memory: 27319, loss_cls: 0.2863, loss_bbox: 0.8537, loss_obj: 0.2426, loss: 1.3826 2023-02-25 16:27:30,861 - mmdet - INFO - Epoch [192][300/1111] lr: 2.893e-03, eta: 20:43:06, time: 0.603, data_time: 0.030, memory: 27319, loss_cls: 0.2926, loss_bbox: 0.8836, loss_obj: 0.2529, loss: 1.4292 2023-02-25 16:28:01,039 - mmdet - INFO - Epoch [192][350/1111] lr: 2.891e-03, eta: 20:42:34, time: 0.604, data_time: 0.026, memory: 27319, loss_cls: 0.2910, loss_bbox: 0.8741, loss_obj: 0.2531, loss: 1.4181 2023-02-25 16:28:34,444 - mmdet - INFO - Epoch [192][400/1111] lr: 2.889e-03, eta: 20:42:05, time: 0.668, data_time: 0.028, memory: 27319, loss_cls: 0.2864, loss_bbox: 0.8541, loss_obj: 0.2541, loss: 1.3946 2023-02-25 16:29:11,653 - mmdet - INFO - Epoch [192][450/1111] lr: 2.887e-03, eta: 20:41:38, time: 0.744, data_time: 0.026, memory: 27319, loss_cls: 0.2792, loss_bbox: 0.8191, loss_obj: 0.2418, loss: 1.3401 2023-02-25 16:29:40,021 - mmdet - INFO - Epoch [192][500/1111] lr: 2.885e-03, eta: 20:41:05, time: 0.567, data_time: 0.032, memory: 27319, loss_cls: 0.2961, loss_bbox: 0.8983, loss_obj: 0.2635, loss: 1.4579 2023-02-25 16:30:09,650 - mmdet - INFO - Epoch [192][550/1111] lr: 2.883e-03, eta: 20:40:34, time: 0.593, data_time: 0.033, memory: 27319, loss_cls: 0.2908, loss_bbox: 0.8707, loss_obj: 0.2504, loss: 1.4118 2023-02-25 16:30:41,049 - mmdet - INFO - Epoch [192][600/1111] lr: 2.881e-03, eta: 20:40:03, time: 0.628, data_time: 0.030, memory: 27319, loss_cls: 0.2906, loss_bbox: 0.8714, loss_obj: 0.2540, loss: 1.4161 2023-02-25 16:31:10,335 - mmdet - INFO - Epoch [192][650/1111] lr: 2.879e-03, eta: 20:39:31, time: 0.586, data_time: 0.031, memory: 27319, loss_cls: 0.2951, loss_bbox: 0.8934, loss_obj: 0.2591, loss: 1.4476 2023-02-25 16:31:42,191 - mmdet - INFO - Epoch [192][700/1111] lr: 2.877e-03, eta: 20:39:01, time: 0.637, data_time: 0.028, memory: 27319, loss_cls: 0.2954, loss_bbox: 0.8930, loss_obj: 0.2562, loss: 1.4447 2023-02-25 16:32:16,237 - mmdet - INFO - Epoch [192][750/1111] lr: 2.875e-03, eta: 20:38:32, time: 0.681, data_time: 0.028, memory: 27319, loss_cls: 0.2873, loss_bbox: 0.8572, loss_obj: 0.2570, loss: 1.4015 2023-02-25 16:32:47,484 - mmdet - INFO - Epoch [192][800/1111] lr: 2.873e-03, eta: 20:38:01, time: 0.625, data_time: 0.029, memory: 27319, loss_cls: 0.2974, loss_bbox: 0.9004, loss_obj: 0.2792, loss: 1.4770 2023-02-25 16:33:18,902 - mmdet - INFO - Epoch [192][850/1111] lr: 2.870e-03, eta: 20:37:31, time: 0.628, data_time: 0.033, memory: 27319, loss_cls: 0.2959, loss_bbox: 0.8959, loss_obj: 0.2602, loss: 1.4520 2023-02-25 16:33:54,600 - mmdet - INFO - Epoch [192][900/1111] lr: 2.868e-03, eta: 20:37:03, time: 0.714, data_time: 0.025, memory: 27319, loss_cls: 0.2890, loss_bbox: 0.8617, loss_obj: 0.2633, loss: 1.4141 2023-02-25 16:34:30,157 - mmdet - INFO - Epoch [192][950/1111] lr: 2.866e-03, eta: 20:36:34, time: 0.711, data_time: 0.144, memory: 27319, loss_cls: 0.2936, loss_bbox: 0.8871, loss_obj: 0.2653, loss: 1.4460 2023-02-25 16:35:01,139 - mmdet - INFO - Epoch [192][1000/1111] lr: 2.864e-03, eta: 20:36:04, time: 0.619, data_time: 0.028, memory: 27319, loss_cls: 0.2913, loss_bbox: 0.8743, loss_obj: 0.2581, loss: 1.4237 2023-02-25 16:35:27,648 - mmdet - INFO - Epoch [192][1050/1111] lr: 2.862e-03, eta: 20:35:30, time: 0.530, data_time: 0.040, memory: 27319, loss_cls: 0.2962, loss_bbox: 0.8998, loss_obj: 0.2638, loss: 1.4598 2023-02-25 16:35:56,570 - mmdet - INFO - Epoch [192][1100/1111] lr: 2.860e-03, eta: 20:34:58, time: 0.578, data_time: 0.021, memory: 27319, loss_cls: 0.2950, loss_bbox: 0.8925, loss_obj: 0.2578, loss: 1.4453 2023-02-25 16:36:51,951 - mmdet - INFO - Epoch [193][50/1111] lr: 2.858e-03, eta: 20:34:28, time: 0.999, data_time: 0.264, memory: 27319, loss_cls: 0.2889, loss_bbox: 0.8627, loss_obj: 0.2476, loss: 1.3991 2023-02-25 16:37:23,284 - mmdet - INFO - Epoch [193][100/1111] lr: 2.855e-03, eta: 20:33:57, time: 0.627, data_time: 0.025, memory: 27319, loss_cls: 0.2980, loss_bbox: 0.9034, loss_obj: 0.2653, loss: 1.4667 2023-02-25 16:37:54,367 - mmdet - INFO - Epoch [193][150/1111] lr: 2.853e-03, eta: 20:33:26, time: 0.622, data_time: 0.037, memory: 27319, loss_cls: 0.2930, loss_bbox: 0.8801, loss_obj: 0.2566, loss: 1.4298 2023-02-25 16:38:21,602 - mmdet - INFO - Epoch [193][200/1111] lr: 2.851e-03, eta: 20:32:53, time: 0.545, data_time: 0.040, memory: 27319, loss_cls: 0.2989, loss_bbox: 0.9123, loss_obj: 0.2608, loss: 1.4719 2023-02-25 16:38:57,826 - mmdet - INFO - Epoch [193][250/1111] lr: 2.849e-03, eta: 20:32:25, time: 0.724, data_time: 0.023, memory: 27319, loss_cls: 0.2894, loss_bbox: 0.8652, loss_obj: 0.2569, loss: 1.4115 2023-02-25 16:39:28,871 - mmdet - INFO - Epoch [193][300/1111] lr: 2.847e-03, eta: 20:31:55, time: 0.621, data_time: 0.029, memory: 27319, loss_cls: 0.2913, loss_bbox: 0.8715, loss_obj: 0.2609, loss: 1.4236 2023-02-25 16:39:58,049 - mmdet - INFO - Epoch [193][350/1111] lr: 2.845e-03, eta: 20:31:23, time: 0.583, data_time: 0.033, memory: 27319, loss_cls: 0.2951, loss_bbox: 0.8954, loss_obj: 0.2619, loss: 1.4523 2023-02-25 16:40:27,522 - mmdet - INFO - Epoch [193][400/1111] lr: 2.843e-03, eta: 20:30:51, time: 0.590, data_time: 0.032, memory: 27319, loss_cls: 0.2917, loss_bbox: 0.8768, loss_obj: 0.2577, loss: 1.4262 2023-02-25 16:41:00,586 - mmdet - INFO - Epoch [193][450/1111] lr: 2.841e-03, eta: 20:30:21, time: 0.661, data_time: 0.025, memory: 27319, loss_cls: 0.2889, loss_bbox: 0.8637, loss_obj: 0.2454, loss: 1.3980 2023-02-25 16:41:32,487 - mmdet - INFO - Epoch [193][500/1111] lr: 2.839e-03, eta: 20:29:51, time: 0.638, data_time: 0.027, memory: 27319, loss_cls: 0.2910, loss_bbox: 0.8763, loss_obj: 0.2540, loss: 1.4212 2023-02-25 16:42:04,108 - mmdet - INFO - Epoch [193][550/1111] lr: 2.837e-03, eta: 20:29:21, time: 0.632, data_time: 0.029, memory: 27319, loss_cls: 0.2940, loss_bbox: 0.8854, loss_obj: 0.2555, loss: 1.4349 2023-02-25 16:42:35,800 - mmdet - INFO - Epoch [193][600/1111] lr: 2.835e-03, eta: 20:28:50, time: 0.634, data_time: 0.032, memory: 27319, loss_cls: 0.2881, loss_bbox: 0.8644, loss_obj: 0.2452, loss: 1.3978 2023-02-25 16:43:05,187 - mmdet - INFO - Epoch [193][650/1111] lr: 2.833e-03, eta: 20:28:19, time: 0.588, data_time: 0.029, memory: 27319, loss_cls: 0.2923, loss_bbox: 0.8768, loss_obj: 0.2430, loss: 1.4121 2023-02-25 16:43:33,941 - mmdet - INFO - Epoch [193][700/1111] lr: 2.831e-03, eta: 20:27:46, time: 0.575, data_time: 0.030, memory: 27319, loss_cls: 0.2933, loss_bbox: 0.8853, loss_obj: 0.2503, loss: 1.4288 2023-02-25 16:44:07,128 - mmdet - INFO - Epoch [193][750/1111] lr: 2.829e-03, eta: 20:27:17, time: 0.664, data_time: 0.033, memory: 27319, loss_cls: 0.3015, loss_bbox: 0.9158, loss_obj: 0.2825, loss: 1.4998 2023-02-25 16:44:37,526 - mmdet - INFO - Epoch [193][800/1111] lr: 2.827e-03, eta: 20:26:46, time: 0.608, data_time: 0.024, memory: 27319, loss_cls: 0.3025, loss_bbox: 0.9202, loss_obj: 0.2748, loss: 1.4975 2023-02-25 16:45:04,742 - mmdet - INFO - Epoch [193][850/1111] lr: 2.824e-03, eta: 20:26:13, time: 0.544, data_time: 0.036, memory: 27319, loss_cls: 0.3020, loss_bbox: 0.9226, loss_obj: 0.2604, loss: 1.4849 2023-02-25 16:45:34,046 - mmdet - INFO - Epoch [193][900/1111] lr: 2.822e-03, eta: 20:25:41, time: 0.586, data_time: 0.029, memory: 27319, loss_cls: 0.3015, loss_bbox: 0.9148, loss_obj: 0.2669, loss: 1.4833 2023-02-25 16:46:01,731 - mmdet - INFO - Epoch [193][950/1111] lr: 2.820e-03, eta: 20:25:08, time: 0.554, data_time: 0.032, memory: 27319, loss_cls: 0.2950, loss_bbox: 0.8877, loss_obj: 0.2574, loss: 1.4401 2023-02-25 16:46:30,860 - mmdet - INFO - Epoch [193][1000/1111] lr: 2.818e-03, eta: 20:24:37, time: 0.583, data_time: 0.032, memory: 27319, loss_cls: 0.2995, loss_bbox: 0.9128, loss_obj: 0.2721, loss: 1.4844 2023-02-25 16:47:04,639 - mmdet - INFO - Epoch [193][1050/1111] lr: 2.816e-03, eta: 20:24:07, time: 0.675, data_time: 0.027, memory: 27319, loss_cls: 0.2925, loss_bbox: 0.8762, loss_obj: 0.2601, loss: 1.4288 2023-02-25 16:47:36,412 - mmdet - INFO - Epoch [193][1100/1111] lr: 2.814e-03, eta: 20:23:37, time: 0.636, data_time: 0.026, memory: 27319, loss_cls: 0.2926, loss_bbox: 0.8782, loss_obj: 0.2605, loss: 1.4312 2023-02-25 16:48:29,250 - mmdet - INFO - Epoch [194][50/1111] lr: 2.812e-03, eta: 20:23:05, time: 0.955, data_time: 0.269, memory: 27319, loss_cls: 0.2921, loss_bbox: 0.8821, loss_obj: 0.2536, loss: 1.4278 2023-02-25 16:49:00,101 - mmdet - INFO - Epoch [194][100/1111] lr: 2.810e-03, eta: 20:22:34, time: 0.617, data_time: 0.033, memory: 27319, loss_cls: 0.2965, loss_bbox: 0.9004, loss_obj: 0.2655, loss: 1.4623 2023-02-25 16:49:33,007 - mmdet - INFO - Epoch [194][150/1111] lr: 2.808e-03, eta: 20:22:04, time: 0.658, data_time: 0.027, memory: 27319, loss_cls: 0.2965, loss_bbox: 0.8898, loss_obj: 0.2670, loss: 1.4533 2023-02-25 16:50:00,708 - mmdet - INFO - Epoch [194][200/1111] lr: 2.805e-03, eta: 20:21:32, time: 0.554, data_time: 0.032, memory: 27319, loss_cls: 0.2928, loss_bbox: 0.8810, loss_obj: 0.2539, loss: 1.4277 2023-02-25 16:50:27,798 - mmdet - INFO - Epoch [194][250/1111] lr: 2.803e-03, eta: 20:20:59, time: 0.542, data_time: 0.038, memory: 27319, loss_cls: 0.2999, loss_bbox: 0.9158, loss_obj: 0.2628, loss: 1.4785 2023-02-25 16:50:55,259 - mmdet - INFO - Epoch [194][300/1111] lr: 2.801e-03, eta: 20:20:26, time: 0.549, data_time: 0.036, memory: 27319, loss_cls: 0.3005, loss_bbox: 0.9157, loss_obj: 0.2633, loss: 1.4796 2023-02-25 16:51:23,430 - mmdet - INFO - Epoch [194][350/1111] lr: 2.799e-03, eta: 20:19:53, time: 0.563, data_time: 0.026, memory: 27319, loss_cls: 0.2958, loss_bbox: 0.8960, loss_obj: 0.2631, loss: 1.4549 2023-02-25 16:51:50,744 - mmdet - INFO - Epoch [194][400/1111] lr: 2.797e-03, eta: 20:19:21, time: 0.546, data_time: 0.033, memory: 27319, loss_cls: 0.2950, loss_bbox: 0.8932, loss_obj: 0.2596, loss: 1.4478 2023-02-25 16:52:22,254 - mmdet - INFO - Epoch [194][450/1111] lr: 2.795e-03, eta: 20:18:50, time: 0.630, data_time: 0.030, memory: 27319, loss_cls: 0.2999, loss_bbox: 0.9132, loss_obj: 0.2710, loss: 1.4841 2023-02-25 16:52:55,529 - mmdet - INFO - Epoch [194][500/1111] lr: 2.793e-03, eta: 20:18:20, time: 0.665, data_time: 0.026, memory: 27319, loss_cls: 0.2901, loss_bbox: 0.8677, loss_obj: 0.2487, loss: 1.4064 2023-02-25 16:53:26,691 - mmdet - INFO - Epoch [194][550/1111] lr: 2.791e-03, eta: 20:17:50, time: 0.623, data_time: 0.028, memory: 27319, loss_cls: 0.2867, loss_bbox: 0.8557, loss_obj: 0.2485, loss: 1.3909 2023-02-25 16:53:57,428 - mmdet - INFO - Epoch [194][600/1111] lr: 2.789e-03, eta: 20:17:19, time: 0.615, data_time: 0.031, memory: 27319, loss_cls: 0.2859, loss_bbox: 0.8524, loss_obj: 0.2509, loss: 1.3892 2023-02-25 16:54:31,756 - mmdet - INFO - Epoch [194][650/1111] lr: 2.787e-03, eta: 20:16:50, time: 0.687, data_time: 0.024, memory: 27319, loss_cls: 0.2848, loss_bbox: 0.8422, loss_obj: 0.2506, loss: 1.3776 2023-02-25 16:55:02,160 - mmdet - INFO - Epoch [194][700/1111] lr: 2.785e-03, eta: 20:16:19, time: 0.608, data_time: 0.029, memory: 27319, loss_cls: 0.2927, loss_bbox: 0.8801, loss_obj: 0.2610, loss: 1.4338 2023-02-25 16:55:33,315 - mmdet - INFO - Epoch [194][750/1111] lr: 2.783e-03, eta: 20:15:48, time: 0.623, data_time: 0.029, memory: 27319, loss_cls: 0.2905, loss_bbox: 0.8734, loss_obj: 0.2627, loss: 1.4266 2023-02-25 16:56:06,393 - mmdet - INFO - Epoch [194][800/1111] lr: 2.781e-03, eta: 20:15:18, time: 0.662, data_time: 0.026, memory: 27319, loss_cls: 0.2936, loss_bbox: 0.8828, loss_obj: 0.2704, loss: 1.4468 2023-02-25 16:56:34,115 - mmdet - INFO - Epoch [194][850/1111] lr: 2.779e-03, eta: 20:14:46, time: 0.554, data_time: 0.035, memory: 27319, loss_cls: 0.2999, loss_bbox: 0.9107, loss_obj: 0.2785, loss: 1.4891 2023-02-25 16:57:03,470 - mmdet - INFO - Epoch [194][900/1111] lr: 2.777e-03, eta: 20:14:14, time: 0.587, data_time: 0.027, memory: 27319, loss_cls: 0.2985, loss_bbox: 0.9099, loss_obj: 0.2755, loss: 1.4838 2023-02-25 16:57:38,018 - mmdet - INFO - Epoch [194][950/1111] lr: 2.775e-03, eta: 20:13:45, time: 0.691, data_time: 0.027, memory: 27319, loss_cls: 0.2906, loss_bbox: 0.8655, loss_obj: 0.2546, loss: 1.4107 2023-02-25 16:58:08,391 - mmdet - INFO - Epoch [194][1000/1111] lr: 2.773e-03, eta: 20:13:14, time: 0.608, data_time: 0.031, memory: 27319, loss_cls: 0.2893, loss_bbox: 0.8703, loss_obj: 0.2536, loss: 1.4133 2023-02-25 16:58:38,437 - mmdet - INFO - Epoch [194][1050/1111] lr: 2.771e-03, eta: 20:12:43, time: 0.601, data_time: 0.030, memory: 27319, loss_cls: 0.2924, loss_bbox: 0.8801, loss_obj: 0.2614, loss: 1.4339 2023-02-25 16:59:10,165 - mmdet - INFO - Epoch [194][1100/1111] lr: 2.769e-03, eta: 20:12:12, time: 0.635, data_time: 0.026, memory: 27319, loss_cls: 0.2913, loss_bbox: 0.8758, loss_obj: 0.2672, loss: 1.4343 2023-02-25 17:00:02,159 - mmdet - INFO - Epoch [195][50/1111] lr: 2.766e-03, eta: 20:11:39, time: 0.904, data_time: 0.237, memory: 27319, loss_cls: 0.3017, loss_bbox: 0.9260, loss_obj: 0.2723, loss: 1.4999 2023-02-25 17:00:33,254 - mmdet - INFO - Epoch [195][100/1111] lr: 2.764e-03, eta: 20:11:08, time: 0.622, data_time: 0.026, memory: 27319, loss_cls: 0.2929, loss_bbox: 0.8845, loss_obj: 0.2566, loss: 1.4341 2023-02-25 17:01:06,036 - mmdet - INFO - Epoch [195][150/1111] lr: 2.762e-03, eta: 20:10:38, time: 0.656, data_time: 0.029, memory: 27319, loss_cls: 0.2868, loss_bbox: 0.8573, loss_obj: 0.2570, loss: 1.4011 2023-02-25 17:01:35,779 - mmdet - INFO - Epoch [195][200/1111] lr: 2.760e-03, eta: 20:10:07, time: 0.595, data_time: 0.028, memory: 27319, loss_cls: 0.2944, loss_bbox: 0.8862, loss_obj: 0.2653, loss: 1.4459 2023-02-25 17:02:07,450 - mmdet - INFO - Epoch [195][250/1111] lr: 2.758e-03, eta: 20:09:36, time: 0.634, data_time: 0.028, memory: 27319, loss_cls: 0.2930, loss_bbox: 0.8817, loss_obj: 0.2523, loss: 1.4270 2023-02-25 17:02:33,370 - mmdet - INFO - Epoch [195][300/1111] lr: 2.756e-03, eta: 20:09:03, time: 0.518, data_time: 0.035, memory: 27319, loss_cls: 0.2994, loss_bbox: 0.9142, loss_obj: 0.2637, loss: 1.4773 2023-02-25 17:03:05,001 - mmdet - INFO - Epoch [195][350/1111] lr: 2.754e-03, eta: 20:08:32, time: 0.633, data_time: 0.033, memory: 27319, loss_cls: 0.2892, loss_bbox: 0.8657, loss_obj: 0.2559, loss: 1.4107 2023-02-25 17:03:37,280 - mmdet - INFO - Epoch [195][400/1111] lr: 2.752e-03, eta: 20:08:02, time: 0.646, data_time: 0.026, memory: 27319, loss_cls: 0.2928, loss_bbox: 0.8815, loss_obj: 0.2614, loss: 1.4358 2023-02-25 17:04:07,993 - mmdet - INFO - Epoch [195][450/1111] lr: 2.750e-03, eta: 20:07:31, time: 0.614, data_time: 0.028, memory: 27319, loss_cls: 0.2965, loss_bbox: 0.9019, loss_obj: 0.2723, loss: 1.4706 2023-02-25 17:04:36,105 - mmdet - INFO - Epoch [195][500/1111] lr: 2.748e-03, eta: 20:06:59, time: 0.562, data_time: 0.029, memory: 27319, loss_cls: 0.2953, loss_bbox: 0.8972, loss_obj: 0.2649, loss: 1.4574 2023-02-25 17:05:02,939 - mmdet - INFO - Epoch [195][550/1111] lr: 2.746e-03, eta: 20:06:26, time: 0.537, data_time: 0.041, memory: 27319, loss_cls: 0.3051, loss_bbox: 0.9394, loss_obj: 0.2797, loss: 1.5242 2023-02-25 17:05:32,825 - mmdet - INFO - Epoch [195][600/1111] lr: 2.744e-03, eta: 20:05:54, time: 0.598, data_time: 0.031, memory: 27319, loss_cls: 0.2936, loss_bbox: 0.8895, loss_obj: 0.2606, loss: 1.4437 2023-02-25 17:06:03,965 - mmdet - INFO - Epoch [195][650/1111] lr: 2.742e-03, eta: 20:05:23, time: 0.623, data_time: 0.028, memory: 27319, loss_cls: 0.2919, loss_bbox: 0.8766, loss_obj: 0.2532, loss: 1.4217 2023-02-25 17:06:31,876 - mmdet - INFO - Epoch [195][700/1111] lr: 2.740e-03, eta: 20:04:51, time: 0.558, data_time: 0.030, memory: 27319, loss_cls: 0.2963, loss_bbox: 0.9009, loss_obj: 0.2664, loss: 1.4637 2023-02-25 17:07:04,176 - mmdet - INFO - Epoch [195][750/1111] lr: 2.738e-03, eta: 20:04:21, time: 0.646, data_time: 0.028, memory: 27319, loss_cls: 0.2874, loss_bbox: 0.8612, loss_obj: 0.2485, loss: 1.3971 2023-02-25 17:07:33,302 - mmdet - INFO - Epoch [195][800/1111] lr: 2.735e-03, eta: 20:03:49, time: 0.582, data_time: 0.029, memory: 27319, loss_cls: 0.2941, loss_bbox: 0.8907, loss_obj: 0.2626, loss: 1.4474 2023-02-25 17:08:06,206 - mmdet - INFO - Epoch [195][850/1111] lr: 2.733e-03, eta: 20:03:19, time: 0.658, data_time: 0.026, memory: 27319, loss_cls: 0.2903, loss_bbox: 0.8702, loss_obj: 0.2631, loss: 1.4236 2023-02-25 17:08:37,578 - mmdet - INFO - Epoch [195][900/1111] lr: 2.731e-03, eta: 20:02:49, time: 0.627, data_time: 0.028, memory: 27319, loss_cls: 0.2927, loss_bbox: 0.8801, loss_obj: 0.2588, loss: 1.4316 2023-02-25 17:09:12,870 - mmdet - INFO - Epoch [195][950/1111] lr: 2.729e-03, eta: 20:02:20, time: 0.706, data_time: 0.025, memory: 27319, loss_cls: 0.2879, loss_bbox: 0.8608, loss_obj: 0.2501, loss: 1.3988 2023-02-25 17:09:42,116 - mmdet - INFO - Epoch [195][1000/1111] lr: 2.727e-03, eta: 20:01:48, time: 0.585, data_time: 0.034, memory: 27319, loss_cls: 0.2964, loss_bbox: 0.8973, loss_obj: 0.2632, loss: 1.4569 2023-02-25 17:10:12,356 - mmdet - INFO - Epoch [195][1050/1111] lr: 2.725e-03, eta: 20:01:17, time: 0.604, data_time: 0.028, memory: 27319, loss_cls: 0.2927, loss_bbox: 0.8844, loss_obj: 0.2620, loss: 1.4391 2023-02-25 17:10:41,131 - mmdet - INFO - Epoch [195][1100/1111] lr: 2.723e-03, eta: 20:00:45, time: 0.576, data_time: 0.026, memory: 27319, loss_cls: 0.2950, loss_bbox: 0.8923, loss_obj: 0.2535, loss: 1.4407 2023-02-25 17:11:31,532 - mmdet - INFO - Epoch [196][50/1111] lr: 2.721e-03, eta: 20:00:12, time: 0.909, data_time: 0.263, memory: 27319, loss_cls: 0.2875, loss_bbox: 0.8579, loss_obj: 0.2442, loss: 1.3896 2023-02-25 17:12:03,873 - mmdet - INFO - Epoch [196][100/1111] lr: 2.719e-03, eta: 19:59:41, time: 0.647, data_time: 0.029, memory: 27319, loss_cls: 0.2921, loss_bbox: 0.8785, loss_obj: 0.2506, loss: 1.4212 2023-02-25 17:12:32,378 - mmdet - INFO - Epoch [196][150/1111] lr: 2.717e-03, eta: 19:59:09, time: 0.570, data_time: 0.034, memory: 27319, loss_cls: 0.2990, loss_bbox: 0.9087, loss_obj: 0.2611, loss: 1.4688 2023-02-25 17:13:03,036 - mmdet - INFO - Epoch [196][200/1111] lr: 2.715e-03, eta: 19:58:38, time: 0.613, data_time: 0.026, memory: 27319, loss_cls: 0.2966, loss_bbox: 0.8954, loss_obj: 0.2516, loss: 1.4436 2023-02-25 17:13:31,031 - mmdet - INFO - Epoch [196][250/1111] lr: 2.713e-03, eta: 19:58:06, time: 0.560, data_time: 0.034, memory: 27319, loss_cls: 0.3008, loss_bbox: 0.9170, loss_obj: 0.2742, loss: 1.4919 2023-02-25 17:13:57,834 - mmdet - INFO - Epoch [196][300/1111] lr: 2.711e-03, eta: 19:57:33, time: 0.536, data_time: 0.046, memory: 27319, loss_cls: 0.3041, loss_bbox: 0.9324, loss_obj: 0.2717, loss: 1.5082 2023-02-25 17:14:28,458 - mmdet - INFO - Epoch [196][350/1111] lr: 2.709e-03, eta: 19:57:02, time: 0.612, data_time: 0.025, memory: 27319, loss_cls: 0.2938, loss_bbox: 0.8858, loss_obj: 0.2567, loss: 1.4363 2023-02-25 17:14:58,693 - mmdet - INFO - Epoch [196][400/1111] lr: 2.707e-03, eta: 19:56:31, time: 0.604, data_time: 0.029, memory: 27319, loss_cls: 0.2988, loss_bbox: 0.9055, loss_obj: 0.2588, loss: 1.4631 2023-02-25 17:15:27,547 - mmdet - INFO - Epoch [196][450/1111] lr: 2.705e-03, eta: 19:55:59, time: 0.577, data_time: 0.027, memory: 27319, loss_cls: 0.2915, loss_bbox: 0.8777, loss_obj: 0.2448, loss: 1.4139 2023-02-25 17:15:59,842 - mmdet - INFO - Epoch [196][500/1111] lr: 2.703e-03, eta: 19:55:29, time: 0.646, data_time: 0.029, memory: 27319, loss_cls: 0.2934, loss_bbox: 0.8882, loss_obj: 0.2740, loss: 1.4556 2023-02-25 17:16:33,222 - mmdet - INFO - Epoch [196][550/1111] lr: 2.701e-03, eta: 19:54:59, time: 0.668, data_time: 0.027, memory: 27319, loss_cls: 0.2889, loss_bbox: 0.8672, loss_obj: 0.2576, loss: 1.4138 2023-02-25 17:17:01,513 - mmdet - INFO - Epoch [196][600/1111] lr: 2.699e-03, eta: 19:54:27, time: 0.566, data_time: 0.034, memory: 27319, loss_cls: 0.2873, loss_bbox: 0.8620, loss_obj: 0.2494, loss: 1.3987 2023-02-25 17:17:32,344 - mmdet - INFO - Epoch [196][650/1111] lr: 2.697e-03, eta: 19:53:56, time: 0.617, data_time: 0.028, memory: 27319, loss_cls: 0.2946, loss_bbox: 0.8895, loss_obj: 0.2558, loss: 1.4399 2023-02-25 17:18:00,285 - mmdet - INFO - Epoch [196][700/1111] lr: 2.694e-03, eta: 19:53:23, time: 0.559, data_time: 0.030, memory: 27319, loss_cls: 0.2962, loss_bbox: 0.8971, loss_obj: 0.2567, loss: 1.4501 2023-02-25 17:18:31,072 - mmdet - INFO - Epoch [196][750/1111] lr: 2.692e-03, eta: 19:52:52, time: 0.616, data_time: 0.029, memory: 27319, loss_cls: 0.2931, loss_bbox: 0.8831, loss_obj: 0.2577, loss: 1.4338 2023-02-25 17:19:02,205 - mmdet - INFO - Epoch [196][800/1111] lr: 2.690e-03, eta: 19:52:22, time: 0.623, data_time: 0.031, memory: 27319, loss_cls: 0.2938, loss_bbox: 0.8826, loss_obj: 0.2497, loss: 1.4262 2023-02-25 17:19:31,605 - mmdet - INFO - Epoch [196][850/1111] lr: 2.688e-03, eta: 19:51:50, time: 0.588, data_time: 0.032, memory: 27319, loss_cls: 0.2909, loss_bbox: 0.8721, loss_obj: 0.2497, loss: 1.4127 2023-02-25 17:19:59,081 - mmdet - INFO - Epoch [196][900/1111] lr: 2.686e-03, eta: 19:51:17, time: 0.550, data_time: 0.037, memory: 27319, loss_cls: 0.2982, loss_bbox: 0.9076, loss_obj: 0.2589, loss: 1.4647 2023-02-25 17:20:27,396 - mmdet - INFO - Epoch [196][950/1111] lr: 2.684e-03, eta: 19:50:45, time: 0.566, data_time: 0.032, memory: 27319, loss_cls: 0.2920, loss_bbox: 0.8818, loss_obj: 0.2509, loss: 1.4247 2023-02-25 17:20:58,672 - mmdet - INFO - Epoch [196][1000/1111] lr: 2.682e-03, eta: 19:50:14, time: 0.626, data_time: 0.028, memory: 27319, loss_cls: 0.2875, loss_bbox: 0.8576, loss_obj: 0.2494, loss: 1.3945 2023-02-25 17:21:30,005 - mmdet - INFO - Epoch [196][1050/1111] lr: 2.680e-03, eta: 19:49:44, time: 0.626, data_time: 0.030, memory: 27319, loss_cls: 0.2916, loss_bbox: 0.8760, loss_obj: 0.2542, loss: 1.4217 2023-02-25 17:21:59,678 - mmdet - INFO - Epoch [196][1100/1111] lr: 2.678e-03, eta: 19:49:12, time: 0.594, data_time: 0.026, memory: 27319, loss_cls: 0.2988, loss_bbox: 0.9113, loss_obj: 0.2717, loss: 1.4818 2023-02-25 17:22:52,916 - mmdet - INFO - Epoch [197][50/1111] lr: 2.676e-03, eta: 19:48:39, time: 0.920, data_time: 0.277, memory: 27319, loss_cls: 0.2982, loss_bbox: 0.9083, loss_obj: 0.2612, loss: 1.4677 2023-02-25 17:23:22,487 - mmdet - INFO - Epoch [197][100/1111] lr: 2.674e-03, eta: 19:48:08, time: 0.591, data_time: 0.036, memory: 27319, loss_cls: 0.2983, loss_bbox: 0.9073, loss_obj: 0.2737, loss: 1.4794 2023-02-25 17:23:52,263 - mmdet - INFO - Epoch [197][150/1111] lr: 2.672e-03, eta: 19:47:36, time: 0.596, data_time: 0.032, memory: 27319, loss_cls: 0.2939, loss_bbox: 0.8880, loss_obj: 0.2571, loss: 1.4391 2023-02-25 17:24:22,890 - mmdet - INFO - Epoch [197][200/1111] lr: 2.670e-03, eta: 19:47:05, time: 0.612, data_time: 0.025, memory: 27319, loss_cls: 0.2910, loss_bbox: 0.8763, loss_obj: 0.2645, loss: 1.4318 2023-02-25 17:24:55,911 - mmdet - INFO - Epoch [197][250/1111] lr: 2.668e-03, eta: 19:46:35, time: 0.660, data_time: 0.027, memory: 27319, loss_cls: 0.2867, loss_bbox: 0.8579, loss_obj: 0.2615, loss: 1.4062 2023-02-25 17:25:27,553 - mmdet - INFO - Epoch [197][300/1111] lr: 2.666e-03, eta: 19:46:05, time: 0.633, data_time: 0.028, memory: 27319, loss_cls: 0.2963, loss_bbox: 0.9001, loss_obj: 0.2749, loss: 1.4713 2023-02-25 17:25:58,375 - mmdet - INFO - Epoch [197][350/1111] lr: 2.664e-03, eta: 19:45:34, time: 0.617, data_time: 0.026, memory: 27319, loss_cls: 0.2906, loss_bbox: 0.8754, loss_obj: 0.2554, loss: 1.4214 2023-02-25 17:26:25,995 - mmdet - INFO - Epoch [197][400/1111] lr: 2.662e-03, eta: 19:45:01, time: 0.552, data_time: 0.039, memory: 27319, loss_cls: 0.3008, loss_bbox: 0.9196, loss_obj: 0.2688, loss: 1.4892 2023-02-25 17:26:57,599 - mmdet - INFO - Epoch [197][450/1111] lr: 2.660e-03, eta: 19:44:31, time: 0.632, data_time: 0.025, memory: 27319, loss_cls: 0.2881, loss_bbox: 0.8629, loss_obj: 0.2504, loss: 1.4014 2023-02-25 17:27:24,888 - mmdet - INFO - Epoch [197][500/1111] lr: 2.658e-03, eta: 19:43:58, time: 0.546, data_time: 0.034, memory: 27319, loss_cls: 0.2912, loss_bbox: 0.8787, loss_obj: 0.2631, loss: 1.4330 2023-02-25 17:27:52,861 - mmdet - INFO - Epoch [197][550/1111] lr: 2.656e-03, eta: 19:43:26, time: 0.559, data_time: 0.028, memory: 27319, loss_cls: 0.2948, loss_bbox: 0.8927, loss_obj: 0.2595, loss: 1.4470 2023-02-25 17:28:20,318 - mmdet - INFO - Epoch [197][600/1111] lr: 2.654e-03, eta: 19:42:53, time: 0.549, data_time: 0.035, memory: 27319, loss_cls: 0.2975, loss_bbox: 0.9091, loss_obj: 0.2642, loss: 1.4708 2023-02-25 17:28:48,334 - mmdet - INFO - Epoch [197][650/1111] lr: 2.652e-03, eta: 19:42:21, time: 0.560, data_time: 0.030, memory: 27319, loss_cls: 0.2959, loss_bbox: 0.8945, loss_obj: 0.2626, loss: 1.4530 2023-02-25 17:29:15,900 - mmdet - INFO - Epoch [197][700/1111] lr: 2.650e-03, eta: 19:41:48, time: 0.551, data_time: 0.038, memory: 27319, loss_cls: 0.2966, loss_bbox: 0.9028, loss_obj: 0.2623, loss: 1.4616 2023-02-25 17:29:48,984 - mmdet - INFO - Epoch [197][750/1111] lr: 2.648e-03, eta: 19:41:18, time: 0.662, data_time: 0.026, memory: 27319, loss_cls: 0.2877, loss_bbox: 0.8649, loss_obj: 0.2575, loss: 1.4101 2023-02-25 17:30:20,226 - mmdet - INFO - Epoch [197][800/1111] lr: 2.646e-03, eta: 19:40:48, time: 0.625, data_time: 0.028, memory: 27319, loss_cls: 0.2854, loss_bbox: 0.8516, loss_obj: 0.2428, loss: 1.3797 2023-02-25 17:30:50,336 - mmdet - INFO - Epoch [197][850/1111] lr: 2.644e-03, eta: 19:40:16, time: 0.602, data_time: 0.032, memory: 27319, loss_cls: 0.2987, loss_bbox: 0.9072, loss_obj: 0.2796, loss: 1.4854 2023-02-25 17:31:18,798 - mmdet - INFO - Epoch [197][900/1111] lr: 2.642e-03, eta: 19:39:44, time: 0.569, data_time: 0.031, memory: 27319, loss_cls: 0.2949, loss_bbox: 0.8919, loss_obj: 0.2641, loss: 1.4509 2023-02-25 17:31:49,894 - mmdet - INFO - Epoch [197][950/1111] lr: 2.640e-03, eta: 19:39:13, time: 0.622, data_time: 0.029, memory: 27319, loss_cls: 0.2894, loss_bbox: 0.8677, loss_obj: 0.2543, loss: 1.4114 2023-02-25 17:32:21,146 - mmdet - INFO - Epoch [197][1000/1111] lr: 2.638e-03, eta: 19:38:43, time: 0.625, data_time: 0.029, memory: 27319, loss_cls: 0.2884, loss_bbox: 0.8618, loss_obj: 0.2450, loss: 1.3952 2023-02-25 17:32:50,519 - mmdet - INFO - Epoch [197][1050/1111] lr: 2.636e-03, eta: 19:38:11, time: 0.587, data_time: 0.033, memory: 27319, loss_cls: 0.2952, loss_bbox: 0.8953, loss_obj: 0.2571, loss: 1.4476 2023-02-25 17:33:23,636 - mmdet - INFO - Epoch [197][1100/1111] lr: 2.634e-03, eta: 19:37:41, time: 0.663, data_time: 0.023, memory: 27319, loss_cls: 0.2914, loss_bbox: 0.8700, loss_obj: 0.2528, loss: 1.4142 2023-02-25 17:34:18,786 - mmdet - INFO - Epoch [198][50/1111] lr: 2.631e-03, eta: 19:37:09, time: 0.962, data_time: 0.263, memory: 27319, loss_cls: 0.2854, loss_bbox: 0.8457, loss_obj: 0.2438, loss: 1.3749 2023-02-25 17:34:48,178 - mmdet - INFO - Epoch [198][100/1111] lr: 2.629e-03, eta: 19:36:38, time: 0.588, data_time: 0.032, memory: 27319, loss_cls: 0.2888, loss_bbox: 0.8661, loss_obj: 0.2414, loss: 1.3963 2023-02-25 17:35:16,117 - mmdet - INFO - Epoch [198][150/1111] lr: 2.627e-03, eta: 19:36:05, time: 0.559, data_time: 0.035, memory: 27319, loss_cls: 0.2949, loss_bbox: 0.8933, loss_obj: 0.2577, loss: 1.4460 2023-02-25 17:35:47,223 - mmdet - INFO - Epoch [198][200/1111] lr: 2.625e-03, eta: 19:35:34, time: 0.622, data_time: 0.030, memory: 27319, loss_cls: 0.2940, loss_bbox: 0.8852, loss_obj: 0.2603, loss: 1.4395 2023-02-25 17:36:18,541 - mmdet - INFO - Epoch [198][250/1111] lr: 2.623e-03, eta: 19:35:04, time: 0.626, data_time: 0.024, memory: 27319, loss_cls: 0.2899, loss_bbox: 0.8746, loss_obj: 0.2549, loss: 1.4194 2023-02-25 17:36:48,686 - mmdet - INFO - Epoch [198][300/1111] lr: 2.621e-03, eta: 19:34:33, time: 0.603, data_time: 0.034, memory: 27319, loss_cls: 0.2921, loss_bbox: 0.8833, loss_obj: 0.2515, loss: 1.4268 2023-02-25 17:37:17,610 - mmdet - INFO - Epoch [198][350/1111] lr: 2.619e-03, eta: 19:34:01, time: 0.578, data_time: 0.029, memory: 27319, loss_cls: 0.2868, loss_bbox: 0.8580, loss_obj: 0.2414, loss: 1.3862 2023-02-25 17:37:48,969 - mmdet - INFO - Epoch [198][400/1111] lr: 2.617e-03, eta: 19:33:30, time: 0.627, data_time: 0.028, memory: 27319, loss_cls: 0.2886, loss_bbox: 0.8624, loss_obj: 0.2600, loss: 1.4109 2023-02-25 17:38:19,269 - mmdet - INFO - Epoch [198][450/1111] lr: 2.615e-03, eta: 19:32:59, time: 0.606, data_time: 0.026, memory: 27319, loss_cls: 0.2816, loss_bbox: 0.8348, loss_obj: 0.2376, loss: 1.3540 2023-02-25 17:38:49,572 - mmdet - INFO - Epoch [198][500/1111] lr: 2.613e-03, eta: 19:32:28, time: 0.606, data_time: 0.028, memory: 27319, loss_cls: 0.2906, loss_bbox: 0.8716, loss_obj: 0.2497, loss: 1.4119 2023-02-25 17:39:18,799 - mmdet - INFO - Epoch [198][550/1111] lr: 2.611e-03, eta: 19:31:56, time: 0.584, data_time: 0.034, memory: 27319, loss_cls: 0.2984, loss_bbox: 0.9080, loss_obj: 0.2675, loss: 1.4739 2023-02-25 17:39:49,470 - mmdet - INFO - Epoch [198][600/1111] lr: 2.609e-03, eta: 19:31:25, time: 0.613, data_time: 0.037, memory: 27319, loss_cls: 0.2968, loss_bbox: 0.9003, loss_obj: 0.2606, loss: 1.4577 2023-02-25 17:40:21,508 - mmdet - INFO - Epoch [198][650/1111] lr: 2.607e-03, eta: 19:30:55, time: 0.641, data_time: 0.026, memory: 27319, loss_cls: 0.2886, loss_bbox: 0.8648, loss_obj: 0.2499, loss: 1.4034 2023-02-25 17:40:53,221 - mmdet - INFO - Epoch [198][700/1111] lr: 2.605e-03, eta: 19:30:24, time: 0.634, data_time: 0.029, memory: 27319, loss_cls: 0.2850, loss_bbox: 0.8488, loss_obj: 0.2351, loss: 1.3689 2023-02-25 17:41:25,607 - mmdet - INFO - Epoch [198][750/1111] lr: 2.603e-03, eta: 19:29:54, time: 0.648, data_time: 0.029, memory: 27319, loss_cls: 0.2938, loss_bbox: 0.8906, loss_obj: 0.2664, loss: 1.4508 2023-02-25 17:41:53,546 - mmdet - INFO - Epoch [198][800/1111] lr: 2.601e-03, eta: 19:29:22, time: 0.559, data_time: 0.033, memory: 27319, loss_cls: 0.2944, loss_bbox: 0.8964, loss_obj: 0.2585, loss: 1.4493 2023-02-25 17:42:25,621 - mmdet - INFO - Epoch [198][850/1111] lr: 2.599e-03, eta: 19:28:52, time: 0.642, data_time: 0.024, memory: 27319, loss_cls: 0.2929, loss_bbox: 0.8775, loss_obj: 0.2583, loss: 1.4287 2023-02-25 17:42:55,617 - mmdet - INFO - Epoch [198][900/1111] lr: 2.597e-03, eta: 19:28:20, time: 0.600, data_time: 0.036, memory: 27319, loss_cls: 0.2916, loss_bbox: 0.8766, loss_obj: 0.2534, loss: 1.4217 2023-02-25 17:43:26,692 - mmdet - INFO - Epoch [198][950/1111] lr: 2.595e-03, eta: 19:27:49, time: 0.621, data_time: 0.024, memory: 27319, loss_cls: 0.2896, loss_bbox: 0.8689, loss_obj: 0.2561, loss: 1.4147 2023-02-25 17:43:57,742 - mmdet - INFO - Epoch [198][1000/1111] lr: 2.593e-03, eta: 19:27:19, time: 0.621, data_time: 0.030, memory: 27319, loss_cls: 0.2937, loss_bbox: 0.8883, loss_obj: 0.2629, loss: 1.4450 2023-02-25 17:44:29,090 - mmdet - INFO - Epoch [198][1050/1111] lr: 2.591e-03, eta: 19:26:48, time: 0.627, data_time: 0.028, memory: 27319, loss_cls: 0.2918, loss_bbox: 0.8762, loss_obj: 0.2529, loss: 1.4208 2023-02-25 17:45:00,312 - mmdet - INFO - Epoch [198][1100/1111] lr: 2.589e-03, eta: 19:26:17, time: 0.624, data_time: 0.025, memory: 27319, loss_cls: 0.2910, loss_bbox: 0.8734, loss_obj: 0.2623, loss: 1.4266 2023-02-25 17:45:53,015 - mmdet - INFO - Epoch [199][50/1111] lr: 2.587e-03, eta: 19:25:45, time: 0.955, data_time: 0.270, memory: 27319, loss_cls: 0.2933, loss_bbox: 0.8827, loss_obj: 0.2507, loss: 1.4267 2023-02-25 17:46:24,350 - mmdet - INFO - Epoch [199][100/1111] lr: 2.585e-03, eta: 19:25:14, time: 0.627, data_time: 0.030, memory: 27319, loss_cls: 0.2869, loss_bbox: 0.8602, loss_obj: 0.2592, loss: 1.4062 2023-02-25 17:46:57,496 - mmdet - INFO - Epoch [199][150/1111] lr: 2.583e-03, eta: 19:24:45, time: 0.663, data_time: 0.026, memory: 27319, loss_cls: 0.2880, loss_bbox: 0.8583, loss_obj: 0.2541, loss: 1.4003 2023-02-25 17:47:26,719 - mmdet - INFO - Epoch [199][200/1111] lr: 2.581e-03, eta: 19:24:13, time: 0.584, data_time: 0.030, memory: 27319, loss_cls: 0.2901, loss_bbox: 0.8694, loss_obj: 0.2555, loss: 1.4150 2023-02-25 17:47:56,715 - mmdet - INFO - Epoch [199][250/1111] lr: 2.579e-03, eta: 19:23:41, time: 0.600, data_time: 0.030, memory: 27319, loss_cls: 0.2974, loss_bbox: 0.9082, loss_obj: 0.2794, loss: 1.4850 2023-02-25 17:48:26,959 - mmdet - INFO - Epoch [199][300/1111] lr: 2.577e-03, eta: 19:23:10, time: 0.605, data_time: 0.040, memory: 27319, loss_cls: 0.2975, loss_bbox: 0.9090, loss_obj: 0.2636, loss: 1.4701 2023-02-25 17:48:53,828 - mmdet - INFO - Epoch [199][350/1111] lr: 2.575e-03, eta: 19:22:37, time: 0.537, data_time: 0.032, memory: 27319, loss_cls: 0.3015, loss_bbox: 0.9221, loss_obj: 0.2721, loss: 1.4957 2023-02-25 17:49:30,996 - mmdet - INFO - Epoch [199][400/1111] lr: 2.573e-03, eta: 19:22:10, time: 0.744, data_time: 0.136, memory: 27319, loss_cls: 0.3016, loss_bbox: 0.9258, loss_obj: 0.2797, loss: 1.5071 2023-02-25 17:50:01,103 - mmdet - INFO - Epoch [199][450/1111] lr: 2.571e-03, eta: 19:21:38, time: 0.601, data_time: 0.031, memory: 27319, loss_cls: 0.2886, loss_bbox: 0.8621, loss_obj: 0.2407, loss: 1.3914 2023-02-25 17:50:31,849 - mmdet - INFO - Epoch [199][500/1111] lr: 2.569e-03, eta: 19:21:07, time: 0.616, data_time: 0.039, memory: 27319, loss_cls: 0.2932, loss_bbox: 0.8860, loss_obj: 0.2577, loss: 1.4369 2023-02-25 17:51:03,381 - mmdet - INFO - Epoch [199][550/1111] lr: 2.567e-03, eta: 19:20:37, time: 0.631, data_time: 0.032, memory: 27319, loss_cls: 0.2880, loss_bbox: 0.8637, loss_obj: 0.2462, loss: 1.3979 2023-02-25 17:51:39,128 - mmdet - INFO - Epoch [199][600/1111] lr: 2.565e-03, eta: 19:20:09, time: 0.715, data_time: 0.030, memory: 27319, loss_cls: 0.2912, loss_bbox: 0.8712, loss_obj: 0.2588, loss: 1.4211 2023-02-25 17:52:12,180 - mmdet - INFO - Epoch [199][650/1111] lr: 2.563e-03, eta: 19:19:39, time: 0.661, data_time: 0.030, memory: 27319, loss_cls: 0.2865, loss_bbox: 0.8543, loss_obj: 0.2505, loss: 1.3913 2023-02-25 17:52:40,585 - mmdet - INFO - Epoch [199][700/1111] lr: 2.561e-03, eta: 19:19:07, time: 0.568, data_time: 0.035, memory: 27319, loss_cls: 0.2899, loss_bbox: 0.8687, loss_obj: 0.2446, loss: 1.4033 2023-02-25 17:53:10,372 - mmdet - INFO - Epoch [199][750/1111] lr: 2.559e-03, eta: 19:18:35, time: 0.596, data_time: 0.038, memory: 27319, loss_cls: 0.2951, loss_bbox: 0.8944, loss_obj: 0.2504, loss: 1.4399 2023-02-25 17:53:41,368 - mmdet - INFO - Epoch [199][800/1111] lr: 2.557e-03, eta: 19:18:04, time: 0.620, data_time: 0.036, memory: 27319, loss_cls: 0.2963, loss_bbox: 0.8985, loss_obj: 0.2556, loss: 1.4504 2023-02-25 17:54:13,207 - mmdet - INFO - Epoch [199][850/1111] lr: 2.555e-03, eta: 19:17:34, time: 0.637, data_time: 0.029, memory: 27319, loss_cls: 0.2937, loss_bbox: 0.8862, loss_obj: 0.2577, loss: 1.4376 2023-02-25 17:54:43,257 - mmdet - INFO - Epoch [199][900/1111] lr: 2.553e-03, eta: 19:17:03, time: 0.601, data_time: 0.032, memory: 27319, loss_cls: 0.2939, loss_bbox: 0.8903, loss_obj: 0.2650, loss: 1.4492 2023-02-25 17:55:11,722 - mmdet - INFO - Epoch [199][950/1111] lr: 2.551e-03, eta: 19:16:31, time: 0.569, data_time: 0.036, memory: 27319, loss_cls: 0.2978, loss_bbox: 0.9080, loss_obj: 0.2656, loss: 1.4714 2023-02-25 17:55:42,871 - mmdet - INFO - Epoch [199][1000/1111] lr: 2.549e-03, eta: 19:16:00, time: 0.623, data_time: 0.028, memory: 27319, loss_cls: 0.2887, loss_bbox: 0.8658, loss_obj: 0.2528, loss: 1.4073 2023-02-25 17:56:11,784 - mmdet - INFO - Epoch [199][1050/1111] lr: 2.547e-03, eta: 19:15:28, time: 0.578, data_time: 0.037, memory: 27319, loss_cls: 0.2961, loss_bbox: 0.9020, loss_obj: 0.2813, loss: 1.4794 2023-02-25 17:56:41,720 - mmdet - INFO - Epoch [199][1100/1111] lr: 2.545e-03, eta: 19:14:57, time: 0.599, data_time: 0.030, memory: 27319, loss_cls: 0.2924, loss_bbox: 0.8850, loss_obj: 0.2595, loss: 1.4368 2023-02-25 17:57:38,148 - mmdet - INFO - Epoch [200][50/1111] lr: 2.543e-03, eta: 19:14:25, time: 1.008, data_time: 0.272, memory: 27319, loss_cls: 0.2894, loss_bbox: 0.8710, loss_obj: 0.2561, loss: 1.4165 2023-02-25 17:58:10,942 - mmdet - INFO - Epoch [200][100/1111] lr: 2.541e-03, eta: 19:13:56, time: 0.656, data_time: 0.023, memory: 27319, loss_cls: 0.2874, loss_bbox: 0.8562, loss_obj: 0.2497, loss: 1.3932 2023-02-25 17:58:38,582 - mmdet - INFO - Epoch [200][150/1111] lr: 2.539e-03, eta: 19:13:23, time: 0.553, data_time: 0.037, memory: 27319, loss_cls: 0.2975, loss_bbox: 0.9055, loss_obj: 0.2638, loss: 1.4667 2023-02-25 17:59:12,335 - mmdet - INFO - Epoch [200][200/1111] lr: 2.537e-03, eta: 19:12:54, time: 0.674, data_time: 0.030, memory: 27319, loss_cls: 0.2869, loss_bbox: 0.8562, loss_obj: 0.2510, loss: 1.3942 2023-02-25 17:59:42,862 - mmdet - INFO - Epoch [200][250/1111] lr: 2.535e-03, eta: 19:12:23, time: 0.611, data_time: 0.034, memory: 27319, loss_cls: 0.2875, loss_bbox: 0.8567, loss_obj: 0.2532, loss: 1.3974 2023-02-25 18:00:17,488 - mmdet - INFO - Epoch [200][300/1111] lr: 2.533e-03, eta: 19:11:54, time: 0.692, data_time: 0.024, memory: 27319, loss_cls: 0.2819, loss_bbox: 0.8348, loss_obj: 0.2415, loss: 1.3581 2023-02-25 18:00:48,518 - mmdet - INFO - Epoch [200][350/1111] lr: 2.531e-03, eta: 19:11:23, time: 0.621, data_time: 0.036, memory: 27319, loss_cls: 0.2934, loss_bbox: 0.8850, loss_obj: 0.2665, loss: 1.4449 2023-02-25 18:01:17,101 - mmdet - INFO - Epoch [200][400/1111] lr: 2.529e-03, eta: 19:10:51, time: 0.572, data_time: 0.031, memory: 27319, loss_cls: 0.2909, loss_bbox: 0.8768, loss_obj: 0.2574, loss: 1.4250 2023-02-25 18:01:45,765 - mmdet - INFO - Epoch [200][450/1111] lr: 2.527e-03, eta: 19:10:19, time: 0.573, data_time: 0.032, memory: 27319, loss_cls: 0.3025, loss_bbox: 0.9303, loss_obj: 0.2613, loss: 1.4942 2023-02-25 18:02:14,110 - mmdet - INFO - Epoch [200][500/1111] lr: 2.525e-03, eta: 19:09:47, time: 0.566, data_time: 0.038, memory: 27319, loss_cls: 0.3002, loss_bbox: 0.9125, loss_obj: 0.2738, loss: 1.4865 2023-02-25 18:02:46,595 - mmdet - INFO - Epoch [200][550/1111] lr: 2.523e-03, eta: 19:09:16, time: 0.650, data_time: 0.030, memory: 27319, loss_cls: 0.2902, loss_bbox: 0.8689, loss_obj: 0.2456, loss: 1.4047 2023-02-25 18:03:16,152 - mmdet - INFO - Epoch [200][600/1111] lr: 2.521e-03, eta: 19:08:45, time: 0.591, data_time: 0.030, memory: 27319, loss_cls: 0.2893, loss_bbox: 0.8679, loss_obj: 0.2519, loss: 1.4091 2023-02-25 18:03:45,163 - mmdet - INFO - Epoch [200][650/1111] lr: 2.519e-03, eta: 19:08:13, time: 0.580, data_time: 0.037, memory: 27319, loss_cls: 0.2915, loss_bbox: 0.8831, loss_obj: 0.2552, loss: 1.4298 2023-02-25 18:04:16,209 - mmdet - INFO - Epoch [200][700/1111] lr: 2.517e-03, eta: 19:07:42, time: 0.621, data_time: 0.026, memory: 27319, loss_cls: 0.2892, loss_bbox: 0.8673, loss_obj: 0.2434, loss: 1.3999 2023-02-25 18:04:50,421 - mmdet - INFO - Epoch [200][750/1111] lr: 2.515e-03, eta: 19:07:13, time: 0.684, data_time: 0.032, memory: 27319, loss_cls: 0.2867, loss_bbox: 0.8534, loss_obj: 0.2492, loss: 1.3893 2023-02-25 18:05:22,743 - mmdet - INFO - Epoch [200][800/1111] lr: 2.513e-03, eta: 19:06:43, time: 0.646, data_time: 0.028, memory: 27319, loss_cls: 0.2868, loss_bbox: 0.8604, loss_obj: 0.2524, loss: 1.3995 2023-02-25 18:06:00,116 - mmdet - INFO - Epoch [200][850/1111] lr: 2.512e-03, eta: 19:06:15, time: 0.747, data_time: 0.022, memory: 27319, loss_cls: 0.2827, loss_bbox: 0.8383, loss_obj: 0.2492, loss: 1.3702 2023-02-25 18:06:30,382 - mmdet - INFO - Epoch [200][900/1111] lr: 2.510e-03, eta: 19:05:44, time: 0.605, data_time: 0.031, memory: 27319, loss_cls: 0.2945, loss_bbox: 0.8942, loss_obj: 0.2640, loss: 1.4527 2023-02-25 18:06:57,542 - mmdet - INFO - Epoch [200][950/1111] lr: 2.508e-03, eta: 19:05:11, time: 0.542, data_time: 0.039, memory: 27319, loss_cls: 0.2977, loss_bbox: 0.9046, loss_obj: 0.2719, loss: 1.4743 2023-02-25 18:07:26,127 - mmdet - INFO - Epoch [200][1000/1111] lr: 2.506e-03, eta: 19:04:39, time: 0.573, data_time: 0.034, memory: 27319, loss_cls: 0.2956, loss_bbox: 0.9011, loss_obj: 0.2536, loss: 1.4503 2023-02-25 18:07:59,874 - mmdet - INFO - Epoch [200][1050/1111] lr: 2.504e-03, eta: 19:04:10, time: 0.675, data_time: 0.028, memory: 27319, loss_cls: 0.2829, loss_bbox: 0.8386, loss_obj: 0.2427, loss: 1.3642 2023-02-25 18:08:32,061 - mmdet - INFO - Epoch [200][1100/1111] lr: 2.502e-03, eta: 19:03:40, time: 0.644, data_time: 0.024, memory: 27319, loss_cls: 0.2917, loss_bbox: 0.8804, loss_obj: 0.2602, loss: 1.4323 2023-02-25 18:08:36,470 - mmdet - INFO - Saving checkpoint at 200 epochs 2023-02-25 18:11:20,295 - mmdet - INFO - Evaluating bbox... 2023-02-25 18:11:37,262 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.895 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.970 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.938 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.078 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.783 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.946 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.913 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.913 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.913 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.240 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.840 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.957 2023-02-25 18:11:37,364 - mmdet - INFO - Exp name: yolox_x.py 2023-02-25 18:11:37,365 - mmdet - INFO - Epoch(val) [200][4200] bbox_mAP: 0.8954, bbox_mAP_50: 0.9698, bbox_mAP_75: 0.9380, bbox_mAP_s: 0.0784, bbox_mAP_m: 0.7832, bbox_mAP_l: 0.9461, bbox_mAP_copypaste: 0.8954 0.9698 0.9380 0.0784 0.7832 0.9461 2023-02-25 18:12:16,106 - mmdet - INFO - Epoch [201][50/1111] lr: 2.499e-03, eta: 19:03:03, time: 0.774, data_time: 0.178, memory: 27319, loss_cls: 0.2904, loss_bbox: 0.8737, loss_obj: 0.2528, loss: 1.4169 2023-02-25 18:12:52,837 - mmdet - INFO - Epoch [201][100/1111] lr: 2.497e-03, eta: 19:02:35, time: 0.735, data_time: 0.025, memory: 27319, loss_cls: 0.2779, loss_bbox: 0.8133, loss_obj: 0.2412, loss: 1.3324 2023-02-25 18:13:24,110 - mmdet - INFO - Epoch [201][150/1111] lr: 2.495e-03, eta: 19:02:04, time: 0.625, data_time: 0.025, memory: 27319, loss_cls: 0.2909, loss_bbox: 0.8734, loss_obj: 0.2527, loss: 1.4170 2023-02-25 18:13:55,176 - mmdet - INFO - Epoch [201][200/1111] lr: 2.493e-03, eta: 19:01:33, time: 0.621, data_time: 0.034, memory: 27319, loss_cls: 0.2879, loss_bbox: 0.8599, loss_obj: 0.2388, loss: 1.3867 2023-02-25 18:14:26,495 - mmdet - INFO - Epoch [201][250/1111] lr: 2.492e-03, eta: 19:01:02, time: 0.626, data_time: 0.030, memory: 27319, loss_cls: 0.2873, loss_bbox: 0.8603, loss_obj: 0.2451, loss: 1.3927 2023-02-25 18:14:57,447 - mmdet - INFO - Epoch [201][300/1111] lr: 2.490e-03, eta: 19:00:32, time: 0.619, data_time: 0.025, memory: 27319, loss_cls: 0.2848, loss_bbox: 0.8484, loss_obj: 0.2513, loss: 1.3845 2023-02-25 18:15:31,240 - mmdet - INFO - Epoch [201][350/1111] lr: 2.488e-03, eta: 19:00:02, time: 0.676, data_time: 0.028, memory: 27319, loss_cls: 0.2891, loss_bbox: 0.8651, loss_obj: 0.2555, loss: 1.4096 2023-02-25 18:16:02,856 - mmdet - INFO - Epoch [201][400/1111] lr: 2.486e-03, eta: 18:59:32, time: 0.632, data_time: 0.026, memory: 27319, loss_cls: 0.2862, loss_bbox: 0.8527, loss_obj: 0.2470, loss: 1.3859 2023-02-25 18:16:32,795 - mmdet - INFO - Epoch [201][450/1111] lr: 2.484e-03, eta: 18:59:00, time: 0.599, data_time: 0.037, memory: 27319, loss_cls: 0.2911, loss_bbox: 0.8755, loss_obj: 0.2526, loss: 1.4191 2023-02-25 18:17:04,623 - mmdet - INFO - Epoch [201][500/1111] lr: 2.482e-03, eta: 18:58:30, time: 0.636, data_time: 0.030, memory: 27319, loss_cls: 0.2917, loss_bbox: 0.8761, loss_obj: 0.2624, loss: 1.4302 2023-02-25 18:17:33,863 - mmdet - INFO - Epoch [201][550/1111] lr: 2.480e-03, eta: 18:57:58, time: 0.584, data_time: 0.033, memory: 27319, loss_cls: 0.2928, loss_bbox: 0.8851, loss_obj: 0.2594, loss: 1.4373 2023-02-25 18:18:02,148 - mmdet - INFO - Epoch [201][600/1111] lr: 2.478e-03, eta: 18:57:26, time: 0.566, data_time: 0.035, memory: 27319, loss_cls: 0.2848, loss_bbox: 0.8517, loss_obj: 0.2463, loss: 1.3828 2023-02-25 18:18:35,683 - mmdet - INFO - Epoch [201][650/1111] lr: 2.476e-03, eta: 18:56:56, time: 0.671, data_time: 0.032, memory: 27319, loss_cls: 0.2858, loss_bbox: 0.8537, loss_obj: 0.2584, loss: 1.3979 2023-02-25 18:19:03,510 - mmdet - INFO - Epoch [201][700/1111] lr: 2.474e-03, eta: 18:56:24, time: 0.556, data_time: 0.030, memory: 27319, loss_cls: 0.2842, loss_bbox: 0.8474, loss_obj: 0.2365, loss: 1.3681 2023-02-25 18:19:38,550 - mmdet - INFO - Epoch [201][750/1111] lr: 2.472e-03, eta: 18:55:55, time: 0.701, data_time: 0.026, memory: 27319, loss_cls: 0.2846, loss_bbox: 0.8480, loss_obj: 0.2424, loss: 1.3751 2023-02-25 18:20:09,138 - mmdet - INFO - Exp name: yolox_x.py 2023-02-25 18:20:09,138 - mmdet - INFO - Epoch [201][800/1111] lr: 2.470e-03, eta: 18:55:24, time: 0.612, data_time: 0.028, memory: 27319, loss_cls: 0.2912, loss_bbox: 0.8774, loss_obj: 0.2607, loss: 1.4292 2023-02-25 18:20:43,070 - mmdet - INFO - Epoch [201][850/1111] lr: 2.468e-03, eta: 18:54:55, time: 0.679, data_time: 0.025, memory: 27319, loss_cls: 0.2814, loss_bbox: 0.8340, loss_obj: 0.2437, loss: 1.3592 2023-02-25 18:21:17,262 - mmdet - INFO - Epoch [201][900/1111] lr: 2.466e-03, eta: 18:54:26, time: 0.684, data_time: 0.028, memory: 27319, loss_cls: 0.2898, loss_bbox: 0.8743, loss_obj: 0.2640, loss: 1.4282 2023-02-25 18:21:46,345 - mmdet - INFO - Epoch [201][950/1111] lr: 2.464e-03, eta: 18:53:54, time: 0.582, data_time: 0.030, memory: 27319, loss_cls: 0.2877, loss_bbox: 0.8618, loss_obj: 0.2396, loss: 1.3892 2023-02-25 18:22:14,798 - mmdet - INFO - Epoch [201][1000/1111] lr: 2.462e-03, eta: 18:53:22, time: 0.569, data_time: 0.037, memory: 27319, loss_cls: 0.2914, loss_bbox: 0.8780, loss_obj: 0.2439, loss: 1.4133 2023-02-25 18:22:45,161 - mmdet - INFO - Epoch [201][1050/1111] lr: 2.460e-03, eta: 18:52:51, time: 0.607, data_time: 0.026, memory: 27319, loss_cls: 0.2859, loss_bbox: 0.8562, loss_obj: 0.2485, loss: 1.3906 2023-02-25 18:23:15,402 - mmdet - INFO - Epoch [201][1100/1111] lr: 2.458e-03, eta: 18:52:19, time: 0.605, data_time: 0.025, memory: 27319, loss_cls: 0.2863, loss_bbox: 0.8541, loss_obj: 0.2497, loss: 1.3901 2023-02-25 18:24:13,529 - mmdet - INFO - Epoch [202][50/1111] lr: 2.456e-03, eta: 18:51:49, time: 1.050, data_time: 0.249, memory: 27319, loss_cls: 0.2794, loss_bbox: 0.8203, loss_obj: 0.2475, loss: 1.3472 2023-02-25 18:24:41,479 - mmdet - INFO - Epoch [202][100/1111] lr: 2.454e-03, eta: 18:51:17, time: 0.559, data_time: 0.029, memory: 27319, loss_cls: 0.2919, loss_bbox: 0.8821, loss_obj: 0.2557, loss: 1.4296 2023-02-25 18:25:10,520 - mmdet - INFO - Epoch [202][150/1111] lr: 2.452e-03, eta: 18:50:45, time: 0.581, data_time: 0.032, memory: 27319, loss_cls: 0.2869, loss_bbox: 0.8583, loss_obj: 0.2528, loss: 1.3980 2023-02-25 18:25:41,881 - mmdet - INFO - Epoch [202][200/1111] lr: 2.450e-03, eta: 18:50:14, time: 0.627, data_time: 0.028, memory: 27319, loss_cls: 0.2858, loss_bbox: 0.8553, loss_obj: 0.2475, loss: 1.3885 2023-02-25 18:26:16,109 - mmdet - INFO - Epoch [202][250/1111] lr: 2.448e-03, eta: 18:49:45, time: 0.685, data_time: 0.023, memory: 27319, loss_cls: 0.2800, loss_bbox: 0.8276, loss_obj: 0.2427, loss: 1.3503 2023-02-25 18:26:46,512 - mmdet - INFO - Epoch [202][300/1111] lr: 2.446e-03, eta: 18:49:14, time: 0.608, data_time: 0.031, memory: 27319, loss_cls: 0.2891, loss_bbox: 0.8722, loss_obj: 0.2466, loss: 1.4079 2023-02-25 18:27:14,548 - mmdet - INFO - Epoch [202][350/1111] lr: 2.444e-03, eta: 18:48:42, time: 0.561, data_time: 0.031, memory: 27319, loss_cls: 0.2898, loss_bbox: 0.8755, loss_obj: 0.2563, loss: 1.4216 2023-02-25 18:27:42,124 - mmdet - INFO - Epoch [202][400/1111] lr: 2.443e-03, eta: 18:48:09, time: 0.551, data_time: 0.032, memory: 27319, loss_cls: 0.2930, loss_bbox: 0.8856, loss_obj: 0.2581, loss: 1.4367 2023-02-25 18:28:11,061 - mmdet - INFO - Epoch [202][450/1111] lr: 2.441e-03, eta: 18:47:37, time: 0.579, data_time: 0.035, memory: 27319, loss_cls: 0.2901, loss_bbox: 0.8743, loss_obj: 0.2524, loss: 1.4167 2023-02-25 18:28:40,772 - mmdet - INFO - Epoch [202][500/1111] lr: 2.439e-03, eta: 18:47:06, time: 0.594, data_time: 0.032, memory: 27319, loss_cls: 0.2890, loss_bbox: 0.8691, loss_obj: 0.2509, loss: 1.4090 2023-02-25 18:29:10,509 - mmdet - INFO - Epoch [202][550/1111] lr: 2.437e-03, eta: 18:46:34, time: 0.595, data_time: 0.026, memory: 27319, loss_cls: 0.2866, loss_bbox: 0.8551, loss_obj: 0.2452, loss: 1.3869 2023-02-25 18:29:41,968 - mmdet - INFO - Epoch [202][600/1111] lr: 2.435e-03, eta: 18:46:04, time: 0.629, data_time: 0.029, memory: 27319, loss_cls: 0.2834, loss_bbox: 0.8402, loss_obj: 0.2398, loss: 1.3634 2023-02-25 18:30:12,725 - mmdet - INFO - Epoch [202][650/1111] lr: 2.433e-03, eta: 18:45:33, time: 0.615, data_time: 0.031, memory: 27319, loss_cls: 0.2777, loss_bbox: 0.8221, loss_obj: 0.2340, loss: 1.3338 2023-02-25 18:30:40,411 - mmdet - INFO - Epoch [202][700/1111] lr: 2.431e-03, eta: 18:45:00, time: 0.554, data_time: 0.032, memory: 27319, loss_cls: 0.2892, loss_bbox: 0.8718, loss_obj: 0.2508, loss: 1.4118 2023-02-25 18:31:08,776 - mmdet - INFO - Epoch [202][750/1111] lr: 2.429e-03, eta: 18:44:28, time: 0.567, data_time: 0.029, memory: 27319, loss_cls: 0.2825, loss_bbox: 0.8414, loss_obj: 0.2350, loss: 1.3589 2023-02-25 18:31:38,446 - mmdet - INFO - Epoch [202][800/1111] lr: 2.427e-03, eta: 18:43:57, time: 0.593, data_time: 0.030, memory: 27319, loss_cls: 0.2863, loss_bbox: 0.8572, loss_obj: 0.2460, loss: 1.3894 2023-02-25 18:32:13,035 - mmdet - INFO - Epoch [202][850/1111] lr: 2.425e-03, eta: 18:43:28, time: 0.692, data_time: 0.026, memory: 27319, loss_cls: 0.2838, loss_bbox: 0.8411, loss_obj: 0.2380, loss: 1.3628 2023-02-25 18:32:41,793 - mmdet - INFO - Epoch [202][900/1111] lr: 2.423e-03, eta: 18:42:56, time: 0.575, data_time: 0.029, memory: 27319, loss_cls: 0.2897, loss_bbox: 0.8703, loss_obj: 0.2463, loss: 1.4063 2023-02-25 18:33:13,859 - mmdet - INFO - Epoch [202][950/1111] lr: 2.421e-03, eta: 18:42:25, time: 0.641, data_time: 0.026, memory: 27319, loss_cls: 0.2860, loss_bbox: 0.8520, loss_obj: 0.2444, loss: 1.3825 2023-02-25 18:33:43,937 - mmdet - INFO - Epoch [202][1000/1111] lr: 2.419e-03, eta: 18:41:54, time: 0.601, data_time: 0.033, memory: 27319, loss_cls: 0.2866, loss_bbox: 0.8561, loss_obj: 0.2523, loss: 1.3950 2023-02-25 18:34:11,362 - mmdet - INFO - Epoch [202][1050/1111] lr: 2.417e-03, eta: 18:41:22, time: 0.549, data_time: 0.031, memory: 27319, loss_cls: 0.2910, loss_bbox: 0.8765, loss_obj: 0.2472, loss: 1.4147 2023-02-25 18:34:41,004 - mmdet - INFO - Epoch [202][1100/1111] lr: 2.416e-03, eta: 18:40:50, time: 0.593, data_time: 0.031, memory: 27319, loss_cls: 0.2945, loss_bbox: 0.8932, loss_obj: 0.2549, loss: 1.4426 2023-02-25 18:35:37,534 - mmdet - INFO - Epoch [203][50/1111] lr: 2.413e-03, eta: 18:40:19, time: 1.009, data_time: 0.276, memory: 27319, loss_cls: 0.2802, loss_bbox: 0.8291, loss_obj: 0.2443, loss: 1.3536 2023-02-25 18:36:07,957 - mmdet - INFO - Epoch [203][100/1111] lr: 2.411e-03, eta: 18:39:48, time: 0.609, data_time: 0.031, memory: 27319, loss_cls: 0.2866, loss_bbox: 0.8549, loss_obj: 0.2416, loss: 1.3831 2023-02-25 18:36:38,959 - mmdet - INFO - Epoch [203][150/1111] lr: 2.409e-03, eta: 18:39:17, time: 0.620, data_time: 0.026, memory: 27319, loss_cls: 0.2815, loss_bbox: 0.8327, loss_obj: 0.2375, loss: 1.3516 2023-02-25 18:37:08,189 - mmdet - INFO - Epoch [203][200/1111] lr: 2.407e-03, eta: 18:38:45, time: 0.585, data_time: 0.028, memory: 27319, loss_cls: 0.2919, loss_bbox: 0.8826, loss_obj: 0.2514, loss: 1.4259 2023-02-25 18:37:36,948 - mmdet - INFO - Epoch [203][250/1111] lr: 2.405e-03, eta: 18:38:13, time: 0.575, data_time: 0.032, memory: 27319, loss_cls: 0.2940, loss_bbox: 0.8944, loss_obj: 0.2567, loss: 1.4451 2023-02-25 18:38:09,652 - mmdet - INFO - Epoch [203][300/1111] lr: 2.404e-03, eta: 18:37:43, time: 0.654, data_time: 0.026, memory: 27319, loss_cls: 0.2788, loss_bbox: 0.8244, loss_obj: 0.2356, loss: 1.3388 2023-02-25 18:38:35,841 - mmdet - INFO - Epoch [203][350/1111] lr: 2.402e-03, eta: 18:37:10, time: 0.524, data_time: 0.034, memory: 27319, loss_cls: 0.2907, loss_bbox: 0.8825, loss_obj: 0.2480, loss: 1.4212 2023-02-25 18:39:05,127 - mmdet - INFO - Epoch [203][400/1111] lr: 2.400e-03, eta: 18:36:38, time: 0.586, data_time: 0.035, memory: 27319, loss_cls: 0.2917, loss_bbox: 0.8854, loss_obj: 0.2596, loss: 1.4366 2023-02-25 18:39:36,069 - mmdet - INFO - Epoch [203][450/1111] lr: 2.398e-03, eta: 18:36:07, time: 0.619, data_time: 0.028, memory: 27319, loss_cls: 0.2879, loss_bbox: 0.8634, loss_obj: 0.2558, loss: 1.4072 2023-02-25 18:40:01,539 - mmdet - INFO - Epoch [203][500/1111] lr: 2.396e-03, eta: 18:35:34, time: 0.509, data_time: 0.040, memory: 27319, loss_cls: 0.2973, loss_bbox: 0.9052, loss_obj: 0.2595, loss: 1.4620 2023-02-25 18:40:31,828 - mmdet - INFO - Epoch [203][550/1111] lr: 2.394e-03, eta: 18:35:03, time: 0.606, data_time: 0.030, memory: 27319, loss_cls: 0.2843, loss_bbox: 0.8484, loss_obj: 0.2443, loss: 1.3770 2023-02-25 18:41:02,149 - mmdet - INFO - Epoch [203][600/1111] lr: 2.392e-03, eta: 18:34:32, time: 0.606, data_time: 0.024, memory: 27319, loss_cls: 0.2835, loss_bbox: 0.8475, loss_obj: 0.2408, loss: 1.3718 2023-02-25 18:41:34,185 - mmdet - INFO - Epoch [203][650/1111] lr: 2.390e-03, eta: 18:34:01, time: 0.641, data_time: 0.028, memory: 27319, loss_cls: 0.2834, loss_bbox: 0.8422, loss_obj: 0.2407, loss: 1.3663 2023-02-25 18:42:06,253 - mmdet - INFO - Epoch [203][700/1111] lr: 2.388e-03, eta: 18:33:31, time: 0.641, data_time: 0.029, memory: 27319, loss_cls: 0.2857, loss_bbox: 0.8538, loss_obj: 0.2475, loss: 1.3870 2023-02-25 18:42:33,738 - mmdet - INFO - Epoch [203][750/1111] lr: 2.386e-03, eta: 18:32:59, time: 0.550, data_time: 0.026, memory: 27319, loss_cls: 0.2912, loss_bbox: 0.8790, loss_obj: 0.2514, loss: 1.4216 2023-02-25 18:43:01,664 - mmdet - INFO - Epoch [203][800/1111] lr: 2.384e-03, eta: 18:32:26, time: 0.559, data_time: 0.031, memory: 27319, loss_cls: 0.2867, loss_bbox: 0.8632, loss_obj: 0.2516, loss: 1.4015 2023-02-25 18:43:30,369 - mmdet - INFO - Epoch [203][850/1111] lr: 2.382e-03, eta: 18:31:54, time: 0.574, data_time: 0.032, memory: 27319, loss_cls: 0.2901, loss_bbox: 0.8727, loss_obj: 0.2503, loss: 1.4131 2023-02-25 18:44:04,595 - mmdet - INFO - Epoch [203][900/1111] lr: 2.381e-03, eta: 18:31:25, time: 0.685, data_time: 0.023, memory: 27319, loss_cls: 0.2843, loss_bbox: 0.8517, loss_obj: 0.2526, loss: 1.3886 2023-02-25 18:44:35,722 - mmdet - INFO - Epoch [203][950/1111] lr: 2.379e-03, eta: 18:30:54, time: 0.622, data_time: 0.029, memory: 27319, loss_cls: 0.2826, loss_bbox: 0.8384, loss_obj: 0.2396, loss: 1.3605 2023-02-25 18:45:08,532 - mmdet - INFO - Epoch [203][1000/1111] lr: 2.377e-03, eta: 18:30:24, time: 0.656, data_time: 0.028, memory: 27319, loss_cls: 0.2807, loss_bbox: 0.8311, loss_obj: 0.2421, loss: 1.3539 2023-02-25 18:45:38,205 - mmdet - INFO - Epoch [203][1050/1111] lr: 2.375e-03, eta: 18:29:53, time: 0.593, data_time: 0.025, memory: 27319, loss_cls: 0.2827, loss_bbox: 0.8425, loss_obj: 0.2389, loss: 1.3641 2023-02-25 18:46:11,129 - mmdet - INFO - Epoch [203][1100/1111] lr: 2.373e-03, eta: 18:29:23, time: 0.659, data_time: 0.029, memory: 27319, loss_cls: 0.2862, loss_bbox: 0.8539, loss_obj: 0.2456, loss: 1.3857 2023-02-25 18:47:02,341 - mmdet - INFO - Epoch [204][50/1111] lr: 2.371e-03, eta: 18:28:49, time: 0.913, data_time: 0.268, memory: 27319, loss_cls: 0.2939, loss_bbox: 0.8921, loss_obj: 0.2545, loss: 1.4405 2023-02-25 18:47:34,489 - mmdet - INFO - Epoch [204][100/1111] lr: 2.369e-03, eta: 18:28:19, time: 0.643, data_time: 0.024, memory: 27319, loss_cls: 0.2848, loss_bbox: 0.8516, loss_obj: 0.2501, loss: 1.3866 2023-02-25 18:48:06,863 - mmdet - INFO - Epoch [204][150/1111] lr: 2.367e-03, eta: 18:27:49, time: 0.647, data_time: 0.026, memory: 27319, loss_cls: 0.2825, loss_bbox: 0.8367, loss_obj: 0.2423, loss: 1.3615 2023-02-25 18:48:35,806 - mmdet - INFO - Epoch [204][200/1111] lr: 2.365e-03, eta: 18:27:17, time: 0.579, data_time: 0.031, memory: 27319, loss_cls: 0.2914, loss_bbox: 0.8814, loss_obj: 0.2670, loss: 1.4397 2023-02-25 18:49:09,162 - mmdet - INFO - Epoch [204][250/1111] lr: 2.363e-03, eta: 18:26:47, time: 0.667, data_time: 0.024, memory: 27319, loss_cls: 0.2893, loss_bbox: 0.8664, loss_obj: 0.2584, loss: 1.4142 2023-02-25 18:49:41,208 - mmdet - INFO - Epoch [204][300/1111] lr: 2.361e-03, eta: 18:26:17, time: 0.641, data_time: 0.027, memory: 27319, loss_cls: 0.2867, loss_bbox: 0.8564, loss_obj: 0.2461, loss: 1.3892 2023-02-25 18:50:13,015 - mmdet - INFO - Epoch [204][350/1111] lr: 2.359e-03, eta: 18:25:46, time: 0.636, data_time: 0.028, memory: 27319, loss_cls: 0.2852, loss_bbox: 0.8510, loss_obj: 0.2455, loss: 1.3817 2023-02-25 18:50:43,958 - mmdet - INFO - Epoch [204][400/1111] lr: 2.357e-03, eta: 18:25:16, time: 0.619, data_time: 0.024, memory: 27319, loss_cls: 0.2848, loss_bbox: 0.8451, loss_obj: 0.2438, loss: 1.3737 2023-02-25 18:51:14,737 - mmdet - INFO - Epoch [204][450/1111] lr: 2.355e-03, eta: 18:24:45, time: 0.615, data_time: 0.032, memory: 27319, loss_cls: 0.2898, loss_bbox: 0.8722, loss_obj: 0.2531, loss: 1.4151 2023-02-25 18:51:44,755 - mmdet - INFO - Epoch [204][500/1111] lr: 2.353e-03, eta: 18:24:13, time: 0.600, data_time: 0.030, memory: 27319, loss_cls: 0.2908, loss_bbox: 0.8779, loss_obj: 0.2508, loss: 1.4195 2023-02-25 18:52:14,545 - mmdet - INFO - Epoch [204][550/1111] lr: 2.352e-03, eta: 18:23:42, time: 0.596, data_time: 0.027, memory: 27319, loss_cls: 0.2894, loss_bbox: 0.8781, loss_obj: 0.2642, loss: 1.4317 2023-02-25 18:52:41,941 - mmdet - INFO - Epoch [204][600/1111] lr: 2.350e-03, eta: 18:23:09, time: 0.548, data_time: 0.034, memory: 27319, loss_cls: 0.2909, loss_bbox: 0.8820, loss_obj: 0.2558, loss: 1.4287 2023-02-25 18:53:07,110 - mmdet - INFO - Epoch [204][650/1111] lr: 2.348e-03, eta: 18:22:36, time: 0.503, data_time: 0.033, memory: 27319, loss_cls: 0.2910, loss_bbox: 0.8800, loss_obj: 0.2502, loss: 1.4211 2023-02-25 18:53:35,538 - mmdet - INFO - Epoch [204][700/1111] lr: 2.346e-03, eta: 18:22:04, time: 0.569, data_time: 0.028, memory: 27319, loss_cls: 0.2871, loss_bbox: 0.8634, loss_obj: 0.2437, loss: 1.3941 2023-02-25 18:54:10,375 - mmdet - INFO - Epoch [204][750/1111] lr: 2.344e-03, eta: 18:21:35, time: 0.697, data_time: 0.025, memory: 27319, loss_cls: 0.2793, loss_bbox: 0.8242, loss_obj: 0.2371, loss: 1.3406 2023-02-25 18:54:40,086 - mmdet - INFO - Epoch [204][800/1111] lr: 2.342e-03, eta: 18:21:03, time: 0.594, data_time: 0.032, memory: 27319, loss_cls: 0.2861, loss_bbox: 0.8585, loss_obj: 0.2495, loss: 1.3941 2023-02-25 18:55:13,483 - mmdet - INFO - Epoch [204][850/1111] lr: 2.340e-03, eta: 18:20:34, time: 0.668, data_time: 0.026, memory: 27319, loss_cls: 0.2857, loss_bbox: 0.8526, loss_obj: 0.2520, loss: 1.3903 2023-02-25 18:55:47,721 - mmdet - INFO - Epoch [204][900/1111] lr: 2.338e-03, eta: 18:20:04, time: 0.685, data_time: 0.026, memory: 27319, loss_cls: 0.2860, loss_bbox: 0.8531, loss_obj: 0.2494, loss: 1.3886 2023-02-25 18:56:19,376 - mmdet - INFO - Epoch [204][950/1111] lr: 2.336e-03, eta: 18:19:34, time: 0.633, data_time: 0.029, memory: 27319, loss_cls: 0.2845, loss_bbox: 0.8503, loss_obj: 0.2367, loss: 1.3715 2023-02-25 18:56:49,719 - mmdet - INFO - Epoch [204][1000/1111] lr: 2.334e-03, eta: 18:19:03, time: 0.607, data_time: 0.029, memory: 27319, loss_cls: 0.2890, loss_bbox: 0.8705, loss_obj: 0.2560, loss: 1.4156 2023-02-25 18:57:17,575 - mmdet - INFO - Epoch [204][1050/1111] lr: 2.333e-03, eta: 18:18:30, time: 0.557, data_time: 0.030, memory: 27319, loss_cls: 0.2925, loss_bbox: 0.8831, loss_obj: 0.2599, loss: 1.4355 2023-02-25 18:57:47,720 - mmdet - INFO - Epoch [204][1100/1111] lr: 2.331e-03, eta: 18:17:59, time: 0.603, data_time: 0.031, memory: 27319, loss_cls: 0.2815, loss_bbox: 0.8329, loss_obj: 0.2306, loss: 1.3450 2023-02-25 18:58:37,872 - mmdet - INFO - Epoch [205][50/1111] lr: 2.328e-03, eta: 18:17:25, time: 0.904, data_time: 0.255, memory: 27319, loss_cls: 0.2955, loss_bbox: 0.9004, loss_obj: 0.2686, loss: 1.4645 2023-02-25 18:59:11,537 - mmdet - INFO - Epoch [205][100/1111] lr: 2.326e-03, eta: 18:16:55, time: 0.673, data_time: 0.026, memory: 27319, loss_cls: 0.2834, loss_bbox: 0.8437, loss_obj: 0.2594, loss: 1.3865 2023-02-25 18:59:43,518 - mmdet - INFO - Epoch [205][150/1111] lr: 2.325e-03, eta: 18:16:25, time: 0.640, data_time: 0.029, memory: 27319, loss_cls: 0.2815, loss_bbox: 0.8372, loss_obj: 0.2438, loss: 1.3626 2023-02-25 19:00:14,736 - mmdet - INFO - Epoch [205][200/1111] lr: 2.323e-03, eta: 18:15:54, time: 0.624, data_time: 0.026, memory: 27319, loss_cls: 0.2885, loss_bbox: 0.8634, loss_obj: 0.2500, loss: 1.4019 2023-02-25 19:00:44,197 - mmdet - INFO - Epoch [205][250/1111] lr: 2.321e-03, eta: 18:15:23, time: 0.589, data_time: 0.031, memory: 27319, loss_cls: 0.2903, loss_bbox: 0.8755, loss_obj: 0.2472, loss: 1.4130 2023-02-25 19:01:12,196 - mmdet - INFO - Epoch [205][300/1111] lr: 2.319e-03, eta: 18:14:51, time: 0.560, data_time: 0.028, memory: 27319, loss_cls: 0.2904, loss_bbox: 0.8746, loss_obj: 0.2465, loss: 1.4115 2023-02-25 19:01:43,826 - mmdet - INFO - Epoch [205][350/1111] lr: 2.317e-03, eta: 18:14:20, time: 0.633, data_time: 0.026, memory: 27319, loss_cls: 0.2842, loss_bbox: 0.8425, loss_obj: 0.2431, loss: 1.3698 2023-02-25 19:02:12,869 - mmdet - INFO - Epoch [205][400/1111] lr: 2.315e-03, eta: 18:13:48, time: 0.581, data_time: 0.031, memory: 27319, loss_cls: 0.2881, loss_bbox: 0.8653, loss_obj: 0.2459, loss: 1.3993 2023-02-25 19:02:46,627 - mmdet - INFO - Epoch [205][450/1111] lr: 2.313e-03, eta: 18:13:19, time: 0.675, data_time: 0.030, memory: 27319, loss_cls: 0.2791, loss_bbox: 0.8247, loss_obj: 0.2349, loss: 1.3387 2023-02-25 19:03:19,251 - mmdet - INFO - Epoch [205][500/1111] lr: 2.311e-03, eta: 18:12:49, time: 0.652, data_time: 0.026, memory: 27319, loss_cls: 0.2812, loss_bbox: 0.8327, loss_obj: 0.2424, loss: 1.3564 2023-02-25 19:03:51,829 - mmdet - INFO - Epoch [205][550/1111] lr: 2.310e-03, eta: 18:12:19, time: 0.652, data_time: 0.025, memory: 27319, loss_cls: 0.2829, loss_bbox: 0.8396, loss_obj: 0.2479, loss: 1.3704 2023-02-25 19:04:23,834 - mmdet - INFO - Epoch [205][600/1111] lr: 2.308e-03, eta: 18:11:48, time: 0.640, data_time: 0.034, memory: 27319, loss_cls: 0.2874, loss_bbox: 0.8616, loss_obj: 0.2405, loss: 1.3895 2023-02-25 19:04:54,921 - mmdet - INFO - Epoch [205][650/1111] lr: 2.306e-03, eta: 18:11:17, time: 0.622, data_time: 0.027, memory: 27319, loss_cls: 0.2897, loss_bbox: 0.8692, loss_obj: 0.2495, loss: 1.4083 2023-02-25 19:05:23,344 - mmdet - INFO - Epoch [205][700/1111] lr: 2.304e-03, eta: 18:10:45, time: 0.568, data_time: 0.037, memory: 27319, loss_cls: 0.2897, loss_bbox: 0.8723, loss_obj: 0.2447, loss: 1.4067 2023-02-25 19:05:54,110 - mmdet - INFO - Epoch [205][750/1111] lr: 2.302e-03, eta: 18:10:14, time: 0.616, data_time: 0.028, memory: 27319, loss_cls: 0.2899, loss_bbox: 0.8730, loss_obj: 0.2450, loss: 1.4079 2023-02-25 19:06:24,189 - mmdet - INFO - Epoch [205][800/1111] lr: 2.300e-03, eta: 18:09:43, time: 0.601, data_time: 0.031, memory: 27319, loss_cls: 0.2890, loss_bbox: 0.8667, loss_obj: 0.2479, loss: 1.4036 2023-02-25 19:06:56,704 - mmdet - INFO - Epoch [205][850/1111] lr: 2.298e-03, eta: 18:09:13, time: 0.650, data_time: 0.029, memory: 27319, loss_cls: 0.2837, loss_bbox: 0.8419, loss_obj: 0.2462, loss: 1.3718 2023-02-25 19:07:27,813 - mmdet - INFO - Epoch [205][900/1111] lr: 2.296e-03, eta: 18:08:42, time: 0.622, data_time: 0.025, memory: 27319, loss_cls: 0.2821, loss_bbox: 0.8400, loss_obj: 0.2382, loss: 1.3602 2023-02-25 19:07:58,915 - mmdet - INFO - Epoch [205][950/1111] lr: 2.294e-03, eta: 18:08:11, time: 0.622, data_time: 0.027, memory: 27319, loss_cls: 0.2854, loss_bbox: 0.8525, loss_obj: 0.2476, loss: 1.3855 2023-02-25 19:08:29,877 - mmdet - INFO - Epoch [205][1000/1111] lr: 2.293e-03, eta: 18:07:41, time: 0.619, data_time: 0.028, memory: 27319, loss_cls: 0.2858, loss_bbox: 0.8532, loss_obj: 0.2480, loss: 1.3870 2023-02-25 19:08:59,814 - mmdet - INFO - Epoch [205][1050/1111] lr: 2.291e-03, eta: 18:07:09, time: 0.599, data_time: 0.036, memory: 27319, loss_cls: 0.2880, loss_bbox: 0.8670, loss_obj: 0.2561, loss: 1.4112 2023-02-25 19:09:26,487 - mmdet - INFO - Epoch [205][1100/1111] lr: 2.289e-03, eta: 18:06:36, time: 0.533, data_time: 0.029, memory: 27319, loss_cls: 0.2948, loss_bbox: 0.8934, loss_obj: 0.2623, loss: 1.4505 2023-02-25 19:10:16,840 - mmdet - INFO - Epoch [206][50/1111] lr: 2.287e-03, eta: 18:06:02, time: 0.899, data_time: 0.262, memory: 27319, loss_cls: 0.2910, loss_bbox: 0.8782, loss_obj: 0.2577, loss: 1.4269 2023-02-25 19:10:48,198 - mmdet - INFO - Epoch [206][100/1111] lr: 2.285e-03, eta: 18:05:31, time: 0.627, data_time: 0.030, memory: 27319, loss_cls: 0.2883, loss_bbox: 0.8657, loss_obj: 0.2575, loss: 1.4114 2023-02-25 19:11:16,056 - mmdet - INFO - Epoch [206][150/1111] lr: 2.283e-03, eta: 18:04:59, time: 0.557, data_time: 0.032, memory: 27319, loss_cls: 0.2886, loss_bbox: 0.8668, loss_obj: 0.2492, loss: 1.4046 2023-02-25 19:11:46,095 - mmdet - INFO - Epoch [206][200/1111] lr: 2.281e-03, eta: 18:04:28, time: 0.601, data_time: 0.033, memory: 27319, loss_cls: 0.2890, loss_bbox: 0.8696, loss_obj: 0.2496, loss: 1.4082 2023-02-25 19:12:17,599 - mmdet - INFO - Epoch [206][250/1111] lr: 2.279e-03, eta: 18:03:57, time: 0.630, data_time: 0.026, memory: 27319, loss_cls: 0.2864, loss_bbox: 0.8542, loss_obj: 0.2424, loss: 1.3829 2023-02-25 19:12:52,151 - mmdet - INFO - Epoch [206][300/1111] lr: 2.277e-03, eta: 18:03:28, time: 0.691, data_time: 0.026, memory: 27319, loss_cls: 0.2838, loss_bbox: 0.8474, loss_obj: 0.2532, loss: 1.3844 2023-02-25 19:13:22,370 - mmdet - INFO - Epoch [206][350/1111] lr: 2.275e-03, eta: 18:02:57, time: 0.604, data_time: 0.030, memory: 27319, loss_cls: 0.2825, loss_bbox: 0.8403, loss_obj: 0.2408, loss: 1.3636 2023-02-25 19:13:52,955 - mmdet - INFO - Epoch [206][400/1111] lr: 2.273e-03, eta: 18:02:26, time: 0.612, data_time: 0.029, memory: 27319, loss_cls: 0.2873, loss_bbox: 0.8645, loss_obj: 0.2529, loss: 1.4047 2023-02-25 19:14:20,924 - mmdet - INFO - Epoch [206][450/1111] lr: 2.272e-03, eta: 18:01:54, time: 0.559, data_time: 0.032, memory: 27319, loss_cls: 0.2916, loss_bbox: 0.8796, loss_obj: 0.2477, loss: 1.4190 2023-02-25 19:14:51,417 - mmdet - INFO - Epoch [206][500/1111] lr: 2.270e-03, eta: 18:01:23, time: 0.610, data_time: 0.031, memory: 27319, loss_cls: 0.2822, loss_bbox: 0.8395, loss_obj: 0.2367, loss: 1.3584 2023-02-25 19:15:17,134 - mmdet - INFO - Epoch [206][550/1111] lr: 2.268e-03, eta: 18:00:49, time: 0.514, data_time: 0.034, memory: 27319, loss_cls: 0.2917, loss_bbox: 0.8846, loss_obj: 0.2476, loss: 1.4240 2023-02-25 19:15:49,629 - mmdet - INFO - Epoch [206][600/1111] lr: 2.266e-03, eta: 18:00:19, time: 0.650, data_time: 0.025, memory: 27319, loss_cls: 0.2840, loss_bbox: 0.8465, loss_obj: 0.2473, loss: 1.3778 2023-02-25 19:16:22,782 - mmdet - INFO - Epoch [206][650/1111] lr: 2.264e-03, eta: 17:59:49, time: 0.663, data_time: 0.025, memory: 27319, loss_cls: 0.2833, loss_bbox: 0.8415, loss_obj: 0.2464, loss: 1.3712 2023-02-25 19:16:56,652 - mmdet - INFO - Epoch [206][700/1111] lr: 2.262e-03, eta: 17:59:20, time: 0.677, data_time: 0.026, memory: 27319, loss_cls: 0.2809, loss_bbox: 0.8362, loss_obj: 0.2431, loss: 1.3602 2023-02-25 19:17:23,952 - mmdet - INFO - Epoch [206][750/1111] lr: 2.260e-03, eta: 17:58:47, time: 0.546, data_time: 0.035, memory: 27319, loss_cls: 0.2930, loss_bbox: 0.8860, loss_obj: 0.2558, loss: 1.4348 2023-02-25 19:17:52,083 - mmdet - INFO - Epoch [206][800/1111] lr: 2.259e-03, eta: 17:58:15, time: 0.563, data_time: 0.032, memory: 27319, loss_cls: 0.2923, loss_bbox: 0.8828, loss_obj: 0.2655, loss: 1.4406 2023-02-25 19:18:22,948 - mmdet - INFO - Epoch [206][850/1111] lr: 2.257e-03, eta: 17:57:44, time: 0.617, data_time: 0.031, memory: 27319, loss_cls: 0.2900, loss_bbox: 0.8695, loss_obj: 0.2482, loss: 1.4076 2023-02-25 19:18:49,627 - mmdet - INFO - Epoch [206][900/1111] lr: 2.255e-03, eta: 17:57:11, time: 0.533, data_time: 0.037, memory: 27319, loss_cls: 0.2929, loss_bbox: 0.8894, loss_obj: 0.2608, loss: 1.4431 2023-02-25 19:19:18,918 - mmdet - INFO - Epoch [206][950/1111] lr: 2.253e-03, eta: 17:56:40, time: 0.586, data_time: 0.030, memory: 27319, loss_cls: 0.2895, loss_bbox: 0.8711, loss_obj: 0.2486, loss: 1.4092 2023-02-25 19:19:51,760 - mmdet - INFO - Epoch [206][1000/1111] lr: 2.251e-03, eta: 17:56:10, time: 0.657, data_time: 0.027, memory: 27319, loss_cls: 0.2838, loss_bbox: 0.8452, loss_obj: 0.2468, loss: 1.3757 2023-02-25 19:20:21,664 - mmdet - INFO - Epoch [206][1050/1111] lr: 2.249e-03, eta: 17:55:39, time: 0.598, data_time: 0.030, memory: 27319, loss_cls: 0.2883, loss_bbox: 0.8676, loss_obj: 0.2382, loss: 1.3942 2023-02-25 19:20:52,021 - mmdet - INFO - Epoch [206][1100/1111] lr: 2.247e-03, eta: 17:55:07, time: 0.607, data_time: 0.026, memory: 27319, loss_cls: 0.2823, loss_bbox: 0.8399, loss_obj: 0.2459, loss: 1.3681 2023-02-25 19:21:43,642 - mmdet - INFO - Epoch [207][50/1111] lr: 2.245e-03, eta: 17:54:34, time: 0.918, data_time: 0.276, memory: 27319, loss_cls: 0.2881, loss_bbox: 0.8656, loss_obj: 0.2461, loss: 1.3998 2023-02-25 19:22:10,170 - mmdet - INFO - Epoch [207][100/1111] lr: 2.243e-03, eta: 17:54:01, time: 0.530, data_time: 0.028, memory: 27319, loss_cls: 0.2930, loss_bbox: 0.8919, loss_obj: 0.2528, loss: 1.4377 2023-02-25 19:22:37,505 - mmdet - INFO - Epoch [207][150/1111] lr: 2.241e-03, eta: 17:53:28, time: 0.547, data_time: 0.037, memory: 27319, loss_cls: 0.2952, loss_bbox: 0.8954, loss_obj: 0.2598, loss: 1.4504 2023-02-25 19:23:06,578 - mmdet - INFO - Epoch [207][200/1111] lr: 2.240e-03, eta: 17:52:56, time: 0.582, data_time: 0.027, memory: 27319, loss_cls: 0.2876, loss_bbox: 0.8671, loss_obj: 0.2470, loss: 1.4017 2023-02-25 19:23:36,525 - mmdet - INFO - Epoch [207][250/1111] lr: 2.238e-03, eta: 17:52:25, time: 0.599, data_time: 0.030, memory: 27319, loss_cls: 0.2779, loss_bbox: 0.8219, loss_obj: 0.2305, loss: 1.3303 2023-02-25 19:24:06,153 - mmdet - INFO - Epoch [207][300/1111] lr: 2.236e-03, eta: 17:51:54, time: 0.593, data_time: 0.031, memory: 27319, loss_cls: 0.2816, loss_bbox: 0.8386, loss_obj: 0.2404, loss: 1.3607 2023-02-25 19:24:36,840 - mmdet - INFO - Epoch [207][350/1111] lr: 2.234e-03, eta: 17:51:23, time: 0.614, data_time: 0.025, memory: 27319, loss_cls: 0.2837, loss_bbox: 0.8490, loss_obj: 0.2461, loss: 1.3788 2023-02-25 19:25:05,741 - mmdet - INFO - Epoch [207][400/1111] lr: 2.232e-03, eta: 17:50:51, time: 0.578, data_time: 0.031, memory: 27319, loss_cls: 0.2918, loss_bbox: 0.8833, loss_obj: 0.2556, loss: 1.4307 2023-02-25 19:25:34,848 - mmdet - INFO - Epoch [207][450/1111] lr: 2.230e-03, eta: 17:50:19, time: 0.582, data_time: 0.031, memory: 27319, loss_cls: 0.2899, loss_bbox: 0.8712, loss_obj: 0.2468, loss: 1.4080 2023-02-25 19:26:01,282 - mmdet - INFO - Epoch [207][500/1111] lr: 2.228e-03, eta: 17:49:46, time: 0.529, data_time: 0.037, memory: 27319, loss_cls: 0.3013, loss_bbox: 0.9274, loss_obj: 0.2716, loss: 1.5003 2023-02-25 19:26:36,605 - mmdet - INFO - Epoch [207][550/1111] lr: 2.227e-03, eta: 17:49:17, time: 0.706, data_time: 0.028, memory: 27319, loss_cls: 0.2805, loss_bbox: 0.8319, loss_obj: 0.2513, loss: 1.3637 2023-02-25 19:27:03,342 - mmdet - INFO - Epoch [207][600/1111] lr: 2.225e-03, eta: 17:48:45, time: 0.535, data_time: 0.031, memory: 27319, loss_cls: 0.2900, loss_bbox: 0.8756, loss_obj: 0.2508, loss: 1.4164 2023-02-25 19:27:33,818 - mmdet - INFO - Epoch [207][650/1111] lr: 2.223e-03, eta: 17:48:14, time: 0.610, data_time: 0.025, memory: 27319, loss_cls: 0.2842, loss_bbox: 0.8496, loss_obj: 0.2454, loss: 1.3792 2023-02-25 19:28:02,680 - mmdet - INFO - Epoch [207][700/1111] lr: 2.221e-03, eta: 17:47:42, time: 0.577, data_time: 0.039, memory: 27319, loss_cls: 0.2915, loss_bbox: 0.8833, loss_obj: 0.2538, loss: 1.4286 2023-02-25 19:28:31,466 - mmdet - INFO - Epoch [207][750/1111] lr: 2.219e-03, eta: 17:47:10, time: 0.576, data_time: 0.033, memory: 27319, loss_cls: 0.2859, loss_bbox: 0.8574, loss_obj: 0.2369, loss: 1.3801 2023-02-25 19:29:01,392 - mmdet - INFO - Epoch [207][800/1111] lr: 2.217e-03, eta: 17:46:39, time: 0.598, data_time: 0.027, memory: 27319, loss_cls: 0.2864, loss_bbox: 0.8625, loss_obj: 0.2443, loss: 1.3933 2023-02-25 19:29:30,380 - mmdet - INFO - Epoch [207][850/1111] lr: 2.215e-03, eta: 17:46:07, time: 0.580, data_time: 0.031, memory: 27319, loss_cls: 0.2832, loss_bbox: 0.8465, loss_obj: 0.2414, loss: 1.3711 2023-02-25 19:30:02,250 - mmdet - INFO - Epoch [207][900/1111] lr: 2.214e-03, eta: 17:45:37, time: 0.637, data_time: 0.029, memory: 27319, loss_cls: 0.2854, loss_bbox: 0.8560, loss_obj: 0.2496, loss: 1.3910 2023-02-25 19:30:33,108 - mmdet - INFO - Epoch [207][950/1111] lr: 2.212e-03, eta: 17:45:06, time: 0.617, data_time: 0.025, memory: 27319, loss_cls: 0.2836, loss_bbox: 0.8452, loss_obj: 0.2462, loss: 1.3750 2023-02-25 19:30:59,948 - mmdet - INFO - Epoch [207][1000/1111] lr: 2.210e-03, eta: 17:44:33, time: 0.537, data_time: 0.034, memory: 27319, loss_cls: 0.2870, loss_bbox: 0.8661, loss_obj: 0.2489, loss: 1.4020 2023-02-25 19:31:33,132 - mmdet - INFO - Epoch [207][1050/1111] lr: 2.208e-03, eta: 17:44:03, time: 0.664, data_time: 0.030, memory: 27319, loss_cls: 0.2860, loss_bbox: 0.8568, loss_obj: 0.2511, loss: 1.3939 2023-02-25 19:32:05,854 - mmdet - INFO - Epoch [207][1100/1111] lr: 2.206e-03, eta: 17:43:33, time: 0.654, data_time: 0.025, memory: 27319, loss_cls: 0.2815, loss_bbox: 0.8375, loss_obj: 0.2379, loss: 1.3569 2023-02-25 19:33:00,609 - mmdet - INFO - Epoch [208][50/1111] lr: 2.204e-03, eta: 17:43:00, time: 0.968, data_time: 0.276, memory: 27319, loss_cls: 0.2876, loss_bbox: 0.8671, loss_obj: 0.2481, loss: 1.4028 2023-02-25 19:33:33,516 - mmdet - INFO - Epoch [208][100/1111] lr: 2.202e-03, eta: 17:42:30, time: 0.658, data_time: 0.031, memory: 27319, loss_cls: 0.2805, loss_bbox: 0.8326, loss_obj: 0.2469, loss: 1.3600 2023-02-25 19:34:01,497 - mmdet - INFO - Epoch [208][150/1111] lr: 2.200e-03, eta: 17:41:58, time: 0.560, data_time: 0.032, memory: 27319, loss_cls: 0.2893, loss_bbox: 0.8703, loss_obj: 0.2527, loss: 1.4123 2023-02-25 19:34:34,901 - mmdet - INFO - Epoch [208][200/1111] lr: 2.198e-03, eta: 17:41:28, time: 0.668, data_time: 0.026, memory: 27319, loss_cls: 0.2823, loss_bbox: 0.8394, loss_obj: 0.2458, loss: 1.3675 2023-02-25 19:35:02,417 - mmdet - INFO - Epoch [208][250/1111] lr: 2.197e-03, eta: 17:40:56, time: 0.550, data_time: 0.036, memory: 27319, loss_cls: 0.2902, loss_bbox: 0.8813, loss_obj: 0.2513, loss: 1.4228 2023-02-25 19:35:30,973 - mmdet - INFO - Epoch [208][300/1111] lr: 2.195e-03, eta: 17:40:24, time: 0.571, data_time: 0.028, memory: 27319, loss_cls: 0.2930, loss_bbox: 0.8832, loss_obj: 0.2524, loss: 1.4286 2023-02-25 19:36:05,551 - mmdet - INFO - Epoch [208][350/1111] lr: 2.193e-03, eta: 17:39:55, time: 0.691, data_time: 0.028, memory: 27319, loss_cls: 0.2851, loss_bbox: 0.8542, loss_obj: 0.2505, loss: 1.3898 2023-02-25 19:36:32,668 - mmdet - INFO - Epoch [208][400/1111] lr: 2.191e-03, eta: 17:39:22, time: 0.542, data_time: 0.037, memory: 27319, loss_cls: 0.2909, loss_bbox: 0.8796, loss_obj: 0.2557, loss: 1.4262 2023-02-25 19:36:59,795 - mmdet - INFO - Epoch [208][450/1111] lr: 2.189e-03, eta: 17:38:50, time: 0.542, data_time: 0.038, memory: 27319, loss_cls: 0.2898, loss_bbox: 0.8739, loss_obj: 0.2426, loss: 1.4063 2023-02-25 19:37:34,325 - mmdet - INFO - Epoch [208][500/1111] lr: 2.187e-03, eta: 17:38:20, time: 0.690, data_time: 0.024, memory: 27319, loss_cls: 0.2787, loss_bbox: 0.8236, loss_obj: 0.2345, loss: 1.3367 2023-02-25 19:38:06,767 - mmdet - INFO - Epoch [208][550/1111] lr: 2.186e-03, eta: 17:37:50, time: 0.649, data_time: 0.028, memory: 27319, loss_cls: 0.2822, loss_bbox: 0.8399, loss_obj: 0.2412, loss: 1.3633 2023-02-25 19:38:38,233 - mmdet - INFO - Epoch [208][600/1111] lr: 2.184e-03, eta: 17:37:20, time: 0.629, data_time: 0.027, memory: 27319, loss_cls: 0.2921, loss_bbox: 0.8804, loss_obj: 0.2602, loss: 1.4327 2023-02-25 19:39:05,453 - mmdet - INFO - Epoch [208][650/1111] lr: 2.182e-03, eta: 17:36:47, time: 0.544, data_time: 0.033, memory: 27319, loss_cls: 0.2869, loss_bbox: 0.8661, loss_obj: 0.2564, loss: 1.4094 2023-02-25 19:39:34,729 - mmdet - INFO - Epoch [208][700/1111] lr: 2.180e-03, eta: 17:36:16, time: 0.585, data_time: 0.031, memory: 27319, loss_cls: 0.2852, loss_bbox: 0.8540, loss_obj: 0.2431, loss: 1.3822 2023-02-25 19:40:02,578 - mmdet - INFO - Epoch [208][750/1111] lr: 2.178e-03, eta: 17:35:43, time: 0.557, data_time: 0.033, memory: 27319, loss_cls: 0.2892, loss_bbox: 0.8737, loss_obj: 0.2459, loss: 1.4088 2023-02-25 19:40:32,531 - mmdet - INFO - Epoch [208][800/1111] lr: 2.176e-03, eta: 17:35:12, time: 0.599, data_time: 0.030, memory: 27319, loss_cls: 0.2862, loss_bbox: 0.8590, loss_obj: 0.2504, loss: 1.3956 2023-02-25 19:41:00,681 - mmdet - INFO - Epoch [208][850/1111] lr: 2.175e-03, eta: 17:34:40, time: 0.563, data_time: 0.031, memory: 27319, loss_cls: 0.2939, loss_bbox: 0.8953, loss_obj: 0.2591, loss: 1.4483 2023-02-25 19:41:31,230 - mmdet - INFO - Epoch [208][900/1111] lr: 2.173e-03, eta: 17:34:09, time: 0.611, data_time: 0.036, memory: 27319, loss_cls: 0.2934, loss_bbox: 0.8899, loss_obj: 0.2651, loss: 1.4484 2023-02-25 19:42:04,412 - mmdet - INFO - Epoch [208][950/1111] lr: 2.171e-03, eta: 17:33:39, time: 0.664, data_time: 0.027, memory: 27319, loss_cls: 0.2796, loss_bbox: 0.8285, loss_obj: 0.2481, loss: 1.3562 2023-02-25 19:42:33,907 - mmdet - INFO - Epoch [208][1000/1111] lr: 2.169e-03, eta: 17:33:08, time: 0.590, data_time: 0.029, memory: 27319, loss_cls: 0.2880, loss_bbox: 0.8652, loss_obj: 0.2437, loss: 1.3969 2023-02-25 19:43:05,486 - mmdet - INFO - Epoch [208][1050/1111] lr: 2.167e-03, eta: 17:32:37, time: 0.632, data_time: 0.027, memory: 27319, loss_cls: 0.2855, loss_bbox: 0.8544, loss_obj: 0.2526, loss: 1.3925 2023-02-25 19:43:34,085 - mmdet - INFO - Epoch [208][1100/1111] lr: 2.166e-03, eta: 17:32:05, time: 0.572, data_time: 0.027, memory: 27319, loss_cls: 0.2857, loss_bbox: 0.8576, loss_obj: 0.2408, loss: 1.3841 2023-02-25 19:44:32,260 - mmdet - INFO - Epoch [209][50/1111] lr: 2.163e-03, eta: 17:31:33, time: 1.020, data_time: 0.276, memory: 27319, loss_cls: 0.2743, loss_bbox: 0.8057, loss_obj: 0.2375, loss: 1.3174 2023-02-25 19:45:02,287 - mmdet - INFO - Epoch [209][100/1111] lr: 2.161e-03, eta: 17:31:02, time: 0.601, data_time: 0.027, memory: 27319, loss_cls: 0.2833, loss_bbox: 0.8446, loss_obj: 0.2439, loss: 1.3718 2023-02-25 19:45:34,767 - mmdet - INFO - Epoch [209][150/1111] lr: 2.160e-03, eta: 17:30:32, time: 0.649, data_time: 0.025, memory: 27319, loss_cls: 0.2861, loss_bbox: 0.8572, loss_obj: 0.2569, loss: 1.4002 2023-02-25 19:46:02,993 - mmdet - INFO - Epoch [209][200/1111] lr: 2.158e-03, eta: 17:30:00, time: 0.565, data_time: 0.032, memory: 27319, loss_cls: 0.2825, loss_bbox: 0.8444, loss_obj: 0.2425, loss: 1.3694 2023-02-25 19:46:31,454 - mmdet - INFO - Epoch [209][250/1111] lr: 2.156e-03, eta: 17:29:28, time: 0.569, data_time: 0.032, memory: 27319, loss_cls: 0.2899, loss_bbox: 0.8769, loss_obj: 0.2603, loss: 1.4270 2023-02-25 19:47:02,206 - mmdet - INFO - Epoch [209][300/1111] lr: 2.154e-03, eta: 17:28:57, time: 0.615, data_time: 0.025, memory: 27319, loss_cls: 0.2839, loss_bbox: 0.8477, loss_obj: 0.2422, loss: 1.3738 2023-02-25 19:47:32,787 - mmdet - INFO - Epoch [209][350/1111] lr: 2.152e-03, eta: 17:28:26, time: 0.612, data_time: 0.032, memory: 27319, loss_cls: 0.2823, loss_bbox: 0.8436, loss_obj: 0.2551, loss: 1.3810 2023-02-25 19:48:02,930 - mmdet - INFO - Epoch [209][400/1111] lr: 2.151e-03, eta: 17:27:55, time: 0.603, data_time: 0.031, memory: 27319, loss_cls: 0.2868, loss_bbox: 0.8587, loss_obj: 0.2470, loss: 1.3924 2023-02-25 19:48:34,147 - mmdet - INFO - Epoch [209][450/1111] lr: 2.149e-03, eta: 17:27:24, time: 0.624, data_time: 0.029, memory: 27319, loss_cls: 0.2809, loss_bbox: 0.8354, loss_obj: 0.2371, loss: 1.3535 2023-02-25 19:49:00,969 - mmdet - INFO - Epoch [209][500/1111] lr: 2.147e-03, eta: 17:26:51, time: 0.536, data_time: 0.033, memory: 27319, loss_cls: 0.2939, loss_bbox: 0.8929, loss_obj: 0.2607, loss: 1.4475 2023-02-25 19:49:29,190 - mmdet - INFO - Epoch [209][550/1111] lr: 2.145e-03, eta: 17:26:19, time: 0.564, data_time: 0.034, memory: 27319, loss_cls: 0.2861, loss_bbox: 0.8560, loss_obj: 0.2461, loss: 1.3883 2023-02-25 19:49:58,309 - mmdet - INFO - Epoch [209][600/1111] lr: 2.143e-03, eta: 17:25:48, time: 0.582, data_time: 0.030, memory: 27319, loss_cls: 0.2841, loss_bbox: 0.8467, loss_obj: 0.2380, loss: 1.3688 2023-02-25 19:50:28,856 - mmdet - INFO - Epoch [209][650/1111] lr: 2.141e-03, eta: 17:25:17, time: 0.611, data_time: 0.031, memory: 27319, loss_cls: 0.2841, loss_bbox: 0.8444, loss_obj: 0.2389, loss: 1.3674 2023-02-25 19:51:00,409 - mmdet - INFO - Epoch [209][700/1111] lr: 2.140e-03, eta: 17:24:46, time: 0.630, data_time: 0.025, memory: 27319, loss_cls: 0.2835, loss_bbox: 0.8468, loss_obj: 0.2422, loss: 1.3725 2023-02-25 19:51:29,371 - mmdet - INFO - Epoch [209][750/1111] lr: 2.138e-03, eta: 17:24:14, time: 0.580, data_time: 0.031, memory: 27319, loss_cls: 0.2938, loss_bbox: 0.8904, loss_obj: 0.2566, loss: 1.4408 2023-02-25 19:52:00,873 - mmdet - INFO - Epoch [209][800/1111] lr: 2.136e-03, eta: 17:23:44, time: 0.630, data_time: 0.033, memory: 27319, loss_cls: 0.2863, loss_bbox: 0.8551, loss_obj: 0.2345, loss: 1.3759 2023-02-25 19:52:32,931 - mmdet - INFO - Epoch [209][850/1111] lr: 2.134e-03, eta: 17:23:13, time: 0.641, data_time: 0.025, memory: 27319, loss_cls: 0.2813, loss_bbox: 0.8365, loss_obj: 0.2429, loss: 1.3607 2023-02-25 19:52:58,804 - mmdet - INFO - Epoch [209][900/1111] lr: 2.132e-03, eta: 17:22:40, time: 0.517, data_time: 0.035, memory: 27319, loss_cls: 0.2934, loss_bbox: 0.8945, loss_obj: 0.2670, loss: 1.4548 2023-02-25 19:53:26,524 - mmdet - INFO - Epoch [209][950/1111] lr: 2.131e-03, eta: 17:22:08, time: 0.554, data_time: 0.039, memory: 27319, loss_cls: 0.2911, loss_bbox: 0.8819, loss_obj: 0.2595, loss: 1.4325 2023-02-25 19:53:56,961 - mmdet - INFO - Epoch [209][1000/1111] lr: 2.129e-03, eta: 17:21:37, time: 0.609, data_time: 0.030, memory: 27319, loss_cls: 0.2822, loss_bbox: 0.8387, loss_obj: 0.2424, loss: 1.3634 2023-02-25 19:54:25,900 - mmdet - INFO - Epoch [209][1050/1111] lr: 2.127e-03, eta: 17:21:05, time: 0.578, data_time: 0.031, memory: 27319, loss_cls: 0.2954, loss_bbox: 0.8994, loss_obj: 0.2595, loss: 1.4543 2023-02-25 19:55:00,548 - mmdet - INFO - Epoch [209][1100/1111] lr: 2.125e-03, eta: 17:20:36, time: 0.693, data_time: 0.026, memory: 27319, loss_cls: 0.2796, loss_bbox: 0.8262, loss_obj: 0.2357, loss: 1.3415 2023-02-25 19:55:52,189 - mmdet - INFO - Epoch [210][50/1111] lr: 2.123e-03, eta: 17:20:02, time: 0.932, data_time: 0.265, memory: 27319, loss_cls: 0.2866, loss_bbox: 0.8586, loss_obj: 0.2482, loss: 1.3934 2023-02-25 19:56:20,778 - mmdet - INFO - Epoch [210][100/1111] lr: 2.121e-03, eta: 17:19:30, time: 0.572, data_time: 0.029, memory: 27319, loss_cls: 0.2827, loss_bbox: 0.8463, loss_obj: 0.2425, loss: 1.3715 2023-02-25 19:56:54,503 - mmdet - INFO - Epoch [210][150/1111] lr: 2.119e-03, eta: 17:19:01, time: 0.674, data_time: 0.032, memory: 27319, loss_cls: 0.2793, loss_bbox: 0.8256, loss_obj: 0.2413, loss: 1.3462 2023-02-25 19:57:23,330 - mmdet - INFO - Epoch [210][200/1111] lr: 2.118e-03, eta: 17:18:29, time: 0.576, data_time: 0.030, memory: 27319, loss_cls: 0.2861, loss_bbox: 0.8584, loss_obj: 0.2473, loss: 1.3918 2023-02-25 19:57:55,108 - mmdet - INFO - Epoch [210][250/1111] lr: 2.116e-03, eta: 17:17:59, time: 0.635, data_time: 0.029, memory: 27319, loss_cls: 0.2835, loss_bbox: 0.8460, loss_obj: 0.2444, loss: 1.3738 2023-02-25 19:58:27,782 - mmdet - INFO - Epoch [210][300/1111] lr: 2.114e-03, eta: 17:17:28, time: 0.654, data_time: 0.028, memory: 27319, loss_cls: 0.2813, loss_bbox: 0.8368, loss_obj: 0.2503, loss: 1.3684 2023-02-25 19:58:54,500 - mmdet - INFO - Epoch [210][350/1111] lr: 2.112e-03, eta: 17:16:56, time: 0.534, data_time: 0.032, memory: 27319, loss_cls: 0.2889, loss_bbox: 0.8695, loss_obj: 0.2470, loss: 1.4054 2023-02-25 19:59:26,938 - mmdet - INFO - Epoch [210][400/1111] lr: 2.110e-03, eta: 17:16:26, time: 0.649, data_time: 0.028, memory: 27319, loss_cls: 0.2858, loss_bbox: 0.8565, loss_obj: 0.2538, loss: 1.3961 2023-02-25 19:59:54,153 - mmdet - INFO - Epoch [210][450/1111] lr: 2.109e-03, eta: 17:15:53, time: 0.544, data_time: 0.033, memory: 27319, loss_cls: 0.2810, loss_bbox: 0.8366, loss_obj: 0.2296, loss: 1.3473 2023-02-25 20:00:23,804 - mmdet - INFO - Epoch [210][500/1111] lr: 2.107e-03, eta: 17:15:22, time: 0.593, data_time: 0.032, memory: 27319, loss_cls: 0.2823, loss_bbox: 0.8456, loss_obj: 0.2448, loss: 1.3727 2023-02-25 20:00:56,995 - mmdet - INFO - Epoch [210][550/1111] lr: 2.105e-03, eta: 17:14:52, time: 0.664, data_time: 0.031, memory: 27319, loss_cls: 0.2805, loss_bbox: 0.8323, loss_obj: 0.2236, loss: 1.3364 2023-02-25 20:01:26,577 - mmdet - INFO - Epoch [210][600/1111] lr: 2.103e-03, eta: 17:14:20, time: 0.592, data_time: 0.031, memory: 27319, loss_cls: 0.2842, loss_bbox: 0.8514, loss_obj: 0.2427, loss: 1.3782 2023-02-25 20:01:56,144 - mmdet - INFO - Epoch [210][650/1111] lr: 2.101e-03, eta: 17:13:49, time: 0.591, data_time: 0.030, memory: 27319, loss_cls: 0.2818, loss_bbox: 0.8399, loss_obj: 0.2343, loss: 1.3561 2023-02-25 20:02:28,001 - mmdet - INFO - Epoch [210][700/1111] lr: 2.100e-03, eta: 17:13:19, time: 0.637, data_time: 0.027, memory: 27319, loss_cls: 0.2830, loss_bbox: 0.8444, loss_obj: 0.2437, loss: 1.3711 2023-02-25 20:02:57,301 - mmdet - INFO - Epoch [210][750/1111] lr: 2.098e-03, eta: 17:12:47, time: 0.586, data_time: 0.028, memory: 27319, loss_cls: 0.2828, loss_bbox: 0.8423, loss_obj: 0.2359, loss: 1.3610 2023-02-25 20:03:28,502 - mmdet - INFO - Epoch [210][800/1111] lr: 2.096e-03, eta: 17:12:16, time: 0.624, data_time: 0.031, memory: 27319, loss_cls: 0.2831, loss_bbox: 0.8440, loss_obj: 0.2411, loss: 1.3682 2023-02-25 20:04:02,904 - mmdet - INFO - Epoch [210][850/1111] lr: 2.094e-03, eta: 17:11:47, time: 0.688, data_time: 0.024, memory: 27319, loss_cls: 0.2790, loss_bbox: 0.8264, loss_obj: 0.2397, loss: 1.3451 2023-02-25 20:04:33,334 - mmdet - INFO - Epoch [210][900/1111] lr: 2.092e-03, eta: 17:11:16, time: 0.609, data_time: 0.028, memory: 27319, loss_cls: 0.2789, loss_bbox: 0.8291, loss_obj: 0.2383, loss: 1.3464 2023-02-25 20:05:02,094 - mmdet - INFO - Epoch [210][950/1111] lr: 2.091e-03, eta: 17:10:44, time: 0.575, data_time: 0.033, memory: 27319, loss_cls: 0.2868, loss_bbox: 0.8653, loss_obj: 0.2488, loss: 1.4009 2023-02-25 20:05:29,633 - mmdet - INFO - Epoch [210][1000/1111] lr: 2.089e-03, eta: 17:10:12, time: 0.551, data_time: 0.032, memory: 27319, loss_cls: 0.2878, loss_bbox: 0.8699, loss_obj: 0.2564, loss: 1.4140 2023-02-25 20:05:59,170 - mmdet - INFO - Epoch [210][1050/1111] lr: 2.087e-03, eta: 17:09:40, time: 0.591, data_time: 0.034, memory: 27319, loss_cls: 0.2869, loss_bbox: 0.8650, loss_obj: 0.2481, loss: 1.4000 2023-02-25 20:06:24,922 - mmdet - INFO - Epoch [210][1100/1111] lr: 2.085e-03, eta: 17:09:07, time: 0.515, data_time: 0.029, memory: 27319, loss_cls: 0.2923, loss_bbox: 0.8858, loss_obj: 0.2552, loss: 1.4333 2023-02-25 20:06:30,029 - mmdet - INFO - Saving checkpoint at 210 epochs 2023-02-25 20:09:22,889 - mmdet - INFO - Evaluating bbox... 2023-02-25 20:09:42,409 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.895 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.969 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.938 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.075 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.783 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.945 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.913 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.913 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.913 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.254 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.841 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.956 2023-02-25 20:09:42,515 - mmdet - INFO - Exp name: yolox_x.py 2023-02-25 20:09:42,515 - mmdet - INFO - Epoch(val) [210][4200] bbox_mAP: 0.8948, bbox_mAP_50: 0.9691, bbox_mAP_75: 0.9380, bbox_mAP_s: 0.0750, bbox_mAP_m: 0.7830, bbox_mAP_l: 0.9449, bbox_mAP_copypaste: 0.8948 0.9691 0.9380 0.0750 0.7830 0.9449 2023-02-25 20:10:18,397 - mmdet - INFO - Epoch [211][50/1111] lr: 2.083e-03, eta: 17:08:29, time: 0.717, data_time: 0.169, memory: 27319, loss_cls: 0.2823, loss_bbox: 0.8418, loss_obj: 0.2410, loss: 1.3651 2023-02-25 20:10:50,243 - mmdet - INFO - Epoch [211][100/1111] lr: 2.081e-03, eta: 17:07:58, time: 0.637, data_time: 0.030, memory: 27319, loss_cls: 0.2792, loss_bbox: 0.8236, loss_obj: 0.2310, loss: 1.3338 2023-02-25 20:11:18,338 - mmdet - INFO - Epoch [211][150/1111] lr: 2.079e-03, eta: 17:07:26, time: 0.561, data_time: 0.035, memory: 27319, loss_cls: 0.2929, loss_bbox: 0.8885, loss_obj: 0.2499, loss: 1.4313 2023-02-25 20:11:48,653 - mmdet - INFO - Epoch [211][200/1111] lr: 2.078e-03, eta: 17:06:55, time: 0.607, data_time: 0.030, memory: 27319, loss_cls: 0.2910, loss_bbox: 0.8810, loss_obj: 0.2506, loss: 1.4225 2023-02-25 20:12:19,451 - mmdet - INFO - Epoch [211][250/1111] lr: 2.076e-03, eta: 17:06:24, time: 0.616, data_time: 0.026, memory: 27319, loss_cls: 0.2819, loss_bbox: 0.8383, loss_obj: 0.2444, loss: 1.3646 2023-02-25 20:12:50,287 - mmdet - INFO - Epoch [211][300/1111] lr: 2.074e-03, eta: 17:05:53, time: 0.617, data_time: 0.030, memory: 27319, loss_cls: 0.2847, loss_bbox: 0.8517, loss_obj: 0.2462, loss: 1.3826 2023-02-25 20:13:22,069 - mmdet - INFO - Epoch [211][350/1111] lr: 2.072e-03, eta: 17:05:23, time: 0.636, data_time: 0.026, memory: 27319, loss_cls: 0.2815, loss_bbox: 0.8344, loss_obj: 0.2463, loss: 1.3623 2023-02-25 20:13:51,932 - mmdet - INFO - Epoch [211][400/1111] lr: 2.071e-03, eta: 17:04:52, time: 0.597, data_time: 0.032, memory: 27319, loss_cls: 0.2861, loss_bbox: 0.8591, loss_obj: 0.2408, loss: 1.3861 2023-02-25 20:14:21,296 - mmdet - INFO - Epoch [211][450/1111] lr: 2.069e-03, eta: 17:04:20, time: 0.587, data_time: 0.033, memory: 27319, loss_cls: 0.2888, loss_bbox: 0.8670, loss_obj: 0.2388, loss: 1.3946 2023-02-25 20:14:53,284 - mmdet - INFO - Epoch [211][500/1111] lr: 2.067e-03, eta: 17:03:50, time: 0.640, data_time: 0.026, memory: 27319, loss_cls: 0.2835, loss_bbox: 0.8480, loss_obj: 0.2454, loss: 1.3769 2023-02-25 20:15:29,039 - mmdet - INFO - Epoch [211][550/1111] lr: 2.065e-03, eta: 17:03:21, time: 0.715, data_time: 0.026, memory: 27319, loss_cls: 0.2781, loss_bbox: 0.8215, loss_obj: 0.2304, loss: 1.3300 2023-02-25 20:16:01,329 - mmdet - INFO - Epoch [211][600/1111] lr: 2.063e-03, eta: 17:02:51, time: 0.646, data_time: 0.029, memory: 27319, loss_cls: 0.2816, loss_bbox: 0.8343, loss_obj: 0.2353, loss: 1.3512 2023-02-25 20:16:33,056 - mmdet - INFO - Epoch [211][650/1111] lr: 2.062e-03, eta: 17:02:20, time: 0.635, data_time: 0.032, memory: 27319, loss_cls: 0.2812, loss_bbox: 0.8374, loss_obj: 0.2466, loss: 1.3652 2023-02-25 20:17:06,956 - mmdet - INFO - Epoch [211][700/1111] lr: 2.060e-03, eta: 17:01:50, time: 0.678, data_time: 0.024, memory: 27319, loss_cls: 0.2801, loss_bbox: 0.8286, loss_obj: 0.2376, loss: 1.3463 2023-02-25 20:17:35,471 - mmdet - INFO - Epoch [211][750/1111] lr: 2.058e-03, eta: 17:01:19, time: 0.570, data_time: 0.033, memory: 27319, loss_cls: 0.2855, loss_bbox: 0.8564, loss_obj: 0.2495, loss: 1.3913 2023-02-25 20:18:07,343 - mmdet - INFO - Epoch [211][800/1111] lr: 2.056e-03, eta: 17:00:48, time: 0.637, data_time: 0.028, memory: 27319, loss_cls: 0.2809, loss_bbox: 0.8346, loss_obj: 0.2466, loss: 1.3621 2023-02-25 20:18:35,517 - mmdet - INFO - Epoch [211][850/1111] lr: 2.055e-03, eta: 17:00:16, time: 0.563, data_time: 0.032, memory: 27319, loss_cls: 0.2882, loss_bbox: 0.8712, loss_obj: 0.2506, loss: 1.4100 2023-02-25 20:19:10,707 - mmdet - INFO - Epoch [211][900/1111] lr: 2.053e-03, eta: 16:59:47, time: 0.704, data_time: 0.026, memory: 27319, loss_cls: 0.2785, loss_bbox: 0.8228, loss_obj: 0.2413, loss: 1.3426 2023-02-25 20:19:37,797 - mmdet - INFO - Epoch [211][950/1111] lr: 2.051e-03, eta: 16:59:15, time: 0.542, data_time: 0.034, memory: 27319, loss_cls: 0.2812, loss_bbox: 0.8362, loss_obj: 0.2308, loss: 1.3482 2023-02-25 20:20:09,865 - mmdet - INFO - Epoch [211][1000/1111] lr: 2.049e-03, eta: 16:58:44, time: 0.641, data_time: 0.028, memory: 27319, loss_cls: 0.2814, loss_bbox: 0.8361, loss_obj: 0.2382, loss: 1.3557 2023-02-25 20:20:38,227 - mmdet - INFO - Epoch [211][1050/1111] lr: 2.047e-03, eta: 16:58:12, time: 0.567, data_time: 0.038, memory: 27319, loss_cls: 0.2878, loss_bbox: 0.8674, loss_obj: 0.2456, loss: 1.4008 2023-02-25 20:21:06,963 - mmdet - INFO - Epoch [211][1100/1111] lr: 2.046e-03, eta: 16:57:40, time: 0.575, data_time: 0.034, memory: 27319, loss_cls: 0.2869, loss_bbox: 0.8624, loss_obj: 0.2494, loss: 1.3987 2023-02-25 20:22:02,279 - mmdet - INFO - Epoch [212][50/1111] lr: 2.044e-03, eta: 16:57:07, time: 0.952, data_time: 0.288, memory: 27319, loss_cls: 0.2851, loss_bbox: 0.8549, loss_obj: 0.2438, loss: 1.3838 2023-02-25 20:22:31,778 - mmdet - INFO - Epoch [212][100/1111] lr: 2.042e-03, eta: 16:56:36, time: 0.590, data_time: 0.026, memory: 27319, loss_cls: 0.2830, loss_bbox: 0.8480, loss_obj: 0.2403, loss: 1.3712 2023-02-25 20:23:02,567 - mmdet - INFO - Epoch [212][150/1111] lr: 2.040e-03, eta: 16:56:05, time: 0.616, data_time: 0.029, memory: 27319, loss_cls: 0.2809, loss_bbox: 0.8355, loss_obj: 0.2386, loss: 1.3550 2023-02-25 20:23:37,713 - mmdet - INFO - Epoch [212][200/1111] lr: 2.038e-03, eta: 16:55:36, time: 0.703, data_time: 0.027, memory: 27319, loss_cls: 0.2767, loss_bbox: 0.8154, loss_obj: 0.2318, loss: 1.3239 2023-02-25 20:24:05,941 - mmdet - INFO - Epoch [212][250/1111] lr: 2.036e-03, eta: 16:55:04, time: 0.564, data_time: 0.031, memory: 27319, loss_cls: 0.2839, loss_bbox: 0.8482, loss_obj: 0.2365, loss: 1.3686 2023-02-25 20:24:38,999 - mmdet - INFO - Epoch [212][300/1111] lr: 2.035e-03, eta: 16:54:34, time: 0.661, data_time: 0.023, memory: 27319, loss_cls: 0.2804, loss_bbox: 0.8324, loss_obj: 0.2458, loss: 1.3586 2023-02-25 20:25:08,838 - mmdet - INFO - Epoch [212][350/1111] lr: 2.033e-03, eta: 16:54:02, time: 0.597, data_time: 0.028, memory: 27319, loss_cls: 0.2842, loss_bbox: 0.8529, loss_obj: 0.2577, loss: 1.3947 2023-02-25 20:25:35,939 - mmdet - INFO - Epoch [212][400/1111] lr: 2.031e-03, eta: 16:53:30, time: 0.542, data_time: 0.031, memory: 27319, loss_cls: 0.2872, loss_bbox: 0.8685, loss_obj: 0.2421, loss: 1.3978 2023-02-25 20:26:05,230 - mmdet - INFO - Epoch [212][450/1111] lr: 2.029e-03, eta: 16:52:58, time: 0.586, data_time: 0.033, memory: 27319, loss_cls: 0.2848, loss_bbox: 0.8547, loss_obj: 0.2434, loss: 1.3829 2023-02-25 20:26:42,372 - mmdet - INFO - Epoch [212][500/1111] lr: 2.028e-03, eta: 16:52:30, time: 0.743, data_time: 0.025, memory: 27319, loss_cls: 0.2735, loss_bbox: 0.8006, loss_obj: 0.2269, loss: 1.3009 2023-02-25 20:27:13,162 - mmdet - INFO - Epoch [212][550/1111] lr: 2.026e-03, eta: 16:51:59, time: 0.616, data_time: 0.029, memory: 27319, loss_cls: 0.2766, loss_bbox: 0.8177, loss_obj: 0.2397, loss: 1.3340 2023-02-25 20:27:41,283 - mmdet - INFO - Epoch [212][600/1111] lr: 2.024e-03, eta: 16:51:27, time: 0.562, data_time: 0.030, memory: 27319, loss_cls: 0.2852, loss_bbox: 0.8582, loss_obj: 0.2404, loss: 1.3838 2023-02-25 20:28:15,091 - mmdet - INFO - Epoch [212][650/1111] lr: 2.022e-03, eta: 16:50:57, time: 0.676, data_time: 0.028, memory: 27319, loss_cls: 0.2753, loss_bbox: 0.8119, loss_obj: 0.2349, loss: 1.3221 2023-02-25 20:28:42,448 - mmdet - INFO - Epoch [212][700/1111] lr: 2.021e-03, eta: 16:50:25, time: 0.547, data_time: 0.032, memory: 27319, loss_cls: 0.2883, loss_bbox: 0.8685, loss_obj: 0.2480, loss: 1.4048 2023-02-25 20:29:13,013 - mmdet - INFO - Epoch [212][750/1111] lr: 2.019e-03, eta: 16:49:54, time: 0.611, data_time: 0.025, memory: 27319, loss_cls: 0.2800, loss_bbox: 0.8331, loss_obj: 0.2367, loss: 1.3497 2023-02-25 20:29:43,879 - mmdet - INFO - Epoch [212][800/1111] lr: 2.017e-03, eta: 16:49:23, time: 0.617, data_time: 0.028, memory: 27319, loss_cls: 0.2798, loss_bbox: 0.8282, loss_obj: 0.2371, loss: 1.3451 2023-02-25 20:30:10,840 - mmdet - INFO - Epoch [212][850/1111] lr: 2.015e-03, eta: 16:48:51, time: 0.539, data_time: 0.030, memory: 27319, loss_cls: 0.2860, loss_bbox: 0.8589, loss_obj: 0.2573, loss: 1.4021 2023-02-25 20:30:42,829 - mmdet - INFO - Epoch [212][900/1111] lr: 2.014e-03, eta: 16:48:20, time: 0.640, data_time: 0.033, memory: 27319, loss_cls: 0.2855, loss_bbox: 0.8519, loss_obj: 0.2528, loss: 1.3902 2023-02-25 20:31:11,354 - mmdet - INFO - Epoch [212][950/1111] lr: 2.012e-03, eta: 16:47:48, time: 0.570, data_time: 0.030, memory: 27319, loss_cls: 0.2898, loss_bbox: 0.8744, loss_obj: 0.2416, loss: 1.4058 2023-02-25 20:31:44,592 - mmdet - INFO - Epoch [212][1000/1111] lr: 2.010e-03, eta: 16:47:19, time: 0.665, data_time: 0.028, memory: 27319, loss_cls: 0.2786, loss_bbox: 0.8263, loss_obj: 0.2313, loss: 1.3362 2023-02-25 20:32:16,138 - mmdet - INFO - Epoch [212][1050/1111] lr: 2.008e-03, eta: 16:46:48, time: 0.631, data_time: 0.028, memory: 27319, loss_cls: 0.2777, loss_bbox: 0.8222, loss_obj: 0.2306, loss: 1.3305 2023-02-25 20:32:43,637 - mmdet - INFO - Epoch [212][1100/1111] lr: 2.007e-03, eta: 16:46:16, time: 0.550, data_time: 0.029, memory: 27319, loss_cls: 0.2778, loss_bbox: 0.8226, loss_obj: 0.2360, loss: 1.3364 2023-02-25 20:33:33,880 - mmdet - INFO - Epoch [213][50/1111] lr: 2.004e-03, eta: 16:45:41, time: 0.907, data_time: 0.259, memory: 27319, loss_cls: 0.2810, loss_bbox: 0.8403, loss_obj: 0.2369, loss: 1.3583 2023-02-25 20:34:07,273 - mmdet - INFO - Epoch [213][100/1111] lr: 2.003e-03, eta: 16:45:11, time: 0.668, data_time: 0.025, memory: 27319, loss_cls: 0.2805, loss_bbox: 0.8293, loss_obj: 0.2316, loss: 1.3413 2023-02-25 20:34:37,231 - mmdet - INFO - Epoch [213][150/1111] lr: 2.001e-03, eta: 16:44:40, time: 0.599, data_time: 0.025, memory: 27319, loss_cls: 0.2870, loss_bbox: 0.8636, loss_obj: 0.2556, loss: 1.4062 2023-02-25 20:35:04,025 - mmdet - INFO - Epoch [213][200/1111] lr: 1.999e-03, eta: 16:44:08, time: 0.536, data_time: 0.029, memory: 27319, loss_cls: 0.2872, loss_bbox: 0.8655, loss_obj: 0.2538, loss: 1.4065 2023-02-25 20:35:29,640 - mmdet - INFO - Epoch [213][250/1111] lr: 1.997e-03, eta: 16:43:35, time: 0.512, data_time: 0.032, memory: 27319, loss_cls: 0.2899, loss_bbox: 0.8750, loss_obj: 0.2495, loss: 1.4144 2023-02-25 20:35:59,270 - mmdet - INFO - Epoch [213][300/1111] lr: 1.996e-03, eta: 16:43:03, time: 0.592, data_time: 0.070, memory: 27319, loss_cls: 0.2855, loss_bbox: 0.8607, loss_obj: 0.2545, loss: 1.4007 2023-02-25 20:36:29,939 - mmdet - INFO - Epoch [213][350/1111] lr: 1.994e-03, eta: 16:42:32, time: 0.613, data_time: 0.028, memory: 27319, loss_cls: 0.2700, loss_bbox: 0.7868, loss_obj: 0.2232, loss: 1.2800 2023-02-25 20:36:59,860 - mmdet - INFO - Epoch [213][400/1111] lr: 1.992e-03, eta: 16:42:01, time: 0.598, data_time: 0.027, memory: 27319, loss_cls: 0.2784, loss_bbox: 0.8271, loss_obj: 0.2398, loss: 1.3452 2023-02-25 20:37:36,089 - mmdet - INFO - Epoch [213][450/1111] lr: 1.990e-03, eta: 16:41:32, time: 0.725, data_time: 0.025, memory: 27319, loss_cls: 0.2756, loss_bbox: 0.8111, loss_obj: 0.2336, loss: 1.3203 2023-02-25 20:38:03,076 - mmdet - INFO - Epoch [213][500/1111] lr: 1.989e-03, eta: 16:41:00, time: 0.540, data_time: 0.031, memory: 27319, loss_cls: 0.2842, loss_bbox: 0.8508, loss_obj: 0.2408, loss: 1.3758 2023-02-25 20:38:32,007 - mmdet - INFO - Epoch [213][550/1111] lr: 1.987e-03, eta: 16:40:28, time: 0.579, data_time: 0.029, memory: 27319, loss_cls: 0.2844, loss_bbox: 0.8577, loss_obj: 0.2486, loss: 1.3907 2023-02-25 20:38:59,970 - mmdet - INFO - Epoch [213][600/1111] lr: 1.985e-03, eta: 16:39:56, time: 0.559, data_time: 0.031, memory: 27319, loss_cls: 0.2823, loss_bbox: 0.8451, loss_obj: 0.2474, loss: 1.3748 2023-02-25 20:39:29,138 - mmdet - INFO - Epoch [213][650/1111] lr: 1.983e-03, eta: 16:39:24, time: 0.583, data_time: 0.028, memory: 27319, loss_cls: 0.2787, loss_bbox: 0.8313, loss_obj: 0.2436, loss: 1.3537 2023-02-25 20:39:59,460 - mmdet - INFO - Epoch [213][700/1111] lr: 1.982e-03, eta: 16:38:53, time: 0.607, data_time: 0.030, memory: 27319, loss_cls: 0.2819, loss_bbox: 0.8392, loss_obj: 0.2461, loss: 1.3672 2023-02-25 20:40:28,100 - mmdet - INFO - Epoch [213][750/1111] lr: 1.980e-03, eta: 16:38:22, time: 0.573, data_time: 0.025, memory: 27319, loss_cls: 0.2872, loss_bbox: 0.8690, loss_obj: 0.2547, loss: 1.4109 2023-02-25 20:41:00,150 - mmdet - INFO - Epoch [213][800/1111] lr: 1.978e-03, eta: 16:37:51, time: 0.641, data_time: 0.028, memory: 27319, loss_cls: 0.2831, loss_bbox: 0.8486, loss_obj: 0.2457, loss: 1.3774 2023-02-25 20:41:33,840 - mmdet - INFO - Epoch [213][850/1111] lr: 1.977e-03, eta: 16:37:21, time: 0.674, data_time: 0.025, memory: 27319, loss_cls: 0.2721, loss_bbox: 0.7971, loss_obj: 0.2303, loss: 1.2995 2023-02-25 20:42:05,822 - mmdet - INFO - Epoch [213][900/1111] lr: 1.975e-03, eta: 16:36:51, time: 0.640, data_time: 0.031, memory: 27319, loss_cls: 0.2800, loss_bbox: 0.8342, loss_obj: 0.2413, loss: 1.3556 2023-02-25 20:42:37,575 - mmdet - INFO - Epoch [213][950/1111] lr: 1.973e-03, eta: 16:36:20, time: 0.635, data_time: 0.026, memory: 27319, loss_cls: 0.2798, loss_bbox: 0.8316, loss_obj: 0.2339, loss: 1.3453 2023-02-25 20:43:04,220 - mmdet - INFO - Epoch [213][1000/1111] lr: 1.971e-03, eta: 16:35:48, time: 0.533, data_time: 0.032, memory: 27319, loss_cls: 0.2874, loss_bbox: 0.8633, loss_obj: 0.2427, loss: 1.3934 2023-02-25 20:43:37,104 - mmdet - INFO - Epoch [213][1050/1111] lr: 1.970e-03, eta: 16:35:18, time: 0.658, data_time: 0.028, memory: 27319, loss_cls: 0.2836, loss_bbox: 0.8455, loss_obj: 0.2526, loss: 1.3817 2023-02-25 20:44:08,030 - mmdet - INFO - Epoch [213][1100/1111] lr: 1.968e-03, eta: 16:34:47, time: 0.619, data_time: 0.027, memory: 27319, loss_cls: 0.2793, loss_bbox: 0.8306, loss_obj: 0.2351, loss: 1.3449 2023-02-25 20:44:59,931 - mmdet - INFO - Epoch [214][50/1111] lr: 1.966e-03, eta: 16:34:13, time: 0.942, data_time: 0.279, memory: 27319, loss_cls: 0.2839, loss_bbox: 0.8537, loss_obj: 0.2570, loss: 1.3946 2023-02-25 20:45:26,307 - mmdet - INFO - Epoch [214][100/1111] lr: 1.964e-03, eta: 16:33:40, time: 0.528, data_time: 0.035, memory: 27319, loss_cls: 0.2854, loss_bbox: 0.8620, loss_obj: 0.2512, loss: 1.3986 2023-02-25 20:45:57,610 - mmdet - INFO - Epoch [214][150/1111] lr: 1.962e-03, eta: 16:33:10, time: 0.626, data_time: 0.027, memory: 27319, loss_cls: 0.2800, loss_bbox: 0.8308, loss_obj: 0.2414, loss: 1.3522 2023-02-25 20:46:26,717 - mmdet - INFO - Epoch [214][200/1111] lr: 1.961e-03, eta: 16:32:38, time: 0.582, data_time: 0.027, memory: 27319, loss_cls: 0.2877, loss_bbox: 0.8631, loss_obj: 0.2601, loss: 1.4109 2023-02-25 20:46:55,122 - mmdet - INFO - Epoch [214][250/1111] lr: 1.959e-03, eta: 16:32:06, time: 0.568, data_time: 0.030, memory: 27319, loss_cls: 0.2866, loss_bbox: 0.8635, loss_obj: 0.2472, loss: 1.3972 2023-02-25 20:47:25,707 - mmdet - INFO - Epoch [214][300/1111] lr: 1.957e-03, eta: 16:31:35, time: 0.612, data_time: 0.028, memory: 27319, loss_cls: 0.2771, loss_bbox: 0.8184, loss_obj: 0.2263, loss: 1.3219 2023-02-25 20:47:58,878 - mmdet - INFO - Epoch [214][350/1111] lr: 1.955e-03, eta: 16:31:05, time: 0.663, data_time: 0.026, memory: 27319, loss_cls: 0.2743, loss_bbox: 0.8078, loss_obj: 0.2303, loss: 1.3124 2023-02-25 20:48:28,374 - mmdet - INFO - Epoch [214][400/1111] lr: 1.954e-03, eta: 16:30:34, time: 0.590, data_time: 0.024, memory: 27319, loss_cls: 0.2767, loss_bbox: 0.8207, loss_obj: 0.2358, loss: 1.3332 2023-02-25 20:48:58,781 - mmdet - INFO - Epoch [214][450/1111] lr: 1.952e-03, eta: 16:30:03, time: 0.608, data_time: 0.032, memory: 27319, loss_cls: 0.2858, loss_bbox: 0.8617, loss_obj: 0.2568, loss: 1.4042 2023-02-25 20:49:31,415 - mmdet - INFO - Epoch [214][500/1111] lr: 1.950e-03, eta: 16:29:33, time: 0.653, data_time: 0.025, memory: 27319, loss_cls: 0.2835, loss_bbox: 0.8492, loss_obj: 0.2437, loss: 1.3764 2023-02-25 20:50:05,189 - mmdet - INFO - Epoch [214][550/1111] lr: 1.948e-03, eta: 16:29:03, time: 0.675, data_time: 0.027, memory: 27319, loss_cls: 0.2758, loss_bbox: 0.8121, loss_obj: 0.2259, loss: 1.3139 2023-02-25 20:50:32,345 - mmdet - INFO - Epoch [214][600/1111] lr: 1.947e-03, eta: 16:28:31, time: 0.543, data_time: 0.033, memory: 27319, loss_cls: 0.2895, loss_bbox: 0.8805, loss_obj: 0.2521, loss: 1.4221 2023-02-25 20:50:59,869 - mmdet - INFO - Epoch [214][650/1111] lr: 1.945e-03, eta: 16:27:58, time: 0.550, data_time: 0.034, memory: 27319, loss_cls: 0.2926, loss_bbox: 0.8895, loss_obj: 0.2510, loss: 1.4331 2023-02-25 20:51:29,534 - mmdet - INFO - Epoch [214][700/1111] lr: 1.943e-03, eta: 16:27:27, time: 0.593, data_time: 0.028, memory: 27319, loss_cls: 0.2866, loss_bbox: 0.8635, loss_obj: 0.2460, loss: 1.3961 2023-02-25 20:51:57,841 - mmdet - INFO - Epoch [214][750/1111] lr: 1.942e-03, eta: 16:26:55, time: 0.566, data_time: 0.040, memory: 27319, loss_cls: 0.2911, loss_bbox: 0.8877, loss_obj: 0.2531, loss: 1.4319 2023-02-25 20:52:30,603 - mmdet - INFO - Epoch [214][800/1111] lr: 1.940e-03, eta: 16:26:25, time: 0.655, data_time: 0.023, memory: 27319, loss_cls: 0.2826, loss_bbox: 0.8432, loss_obj: 0.2374, loss: 1.3632 2023-02-25 20:53:01,751 - mmdet - INFO - Epoch [214][850/1111] lr: 1.938e-03, eta: 16:25:54, time: 0.623, data_time: 0.035, memory: 27319, loss_cls: 0.2885, loss_bbox: 0.8635, loss_obj: 0.2544, loss: 1.4065 2023-02-25 20:53:31,549 - mmdet - INFO - Epoch [214][900/1111] lr: 1.936e-03, eta: 16:25:23, time: 0.596, data_time: 0.027, memory: 27319, loss_cls: 0.2865, loss_bbox: 0.8621, loss_obj: 0.2552, loss: 1.4038 2023-02-25 20:54:01,873 - mmdet - INFO - Epoch [214][950/1111] lr: 1.935e-03, eta: 16:24:52, time: 0.606, data_time: 0.028, memory: 27319, loss_cls: 0.2804, loss_bbox: 0.8328, loss_obj: 0.2384, loss: 1.3516 2023-02-25 20:54:35,131 - mmdet - INFO - Epoch [214][1000/1111] lr: 1.933e-03, eta: 16:24:22, time: 0.665, data_time: 0.024, memory: 27319, loss_cls: 0.2789, loss_bbox: 0.8267, loss_obj: 0.2506, loss: 1.3563 2023-02-25 20:55:07,427 - mmdet - INFO - Epoch [214][1050/1111] lr: 1.931e-03, eta: 16:23:52, time: 0.646, data_time: 0.027, memory: 27319, loss_cls: 0.2812, loss_bbox: 0.8357, loss_obj: 0.2417, loss: 1.3587 2023-02-25 20:55:35,936 - mmdet - INFO - Epoch [214][1100/1111] lr: 1.930e-03, eta: 16:23:20, time: 0.570, data_time: 0.026, memory: 27319, loss_cls: 0.2845, loss_bbox: 0.8527, loss_obj: 0.2349, loss: 1.3722 2023-02-25 20:56:32,175 - mmdet - INFO - Epoch [215][50/1111] lr: 1.927e-03, eta: 16:22:47, time: 0.993, data_time: 0.279, memory: 27319, loss_cls: 0.2847, loss_bbox: 0.8487, loss_obj: 0.2424, loss: 1.3758 2023-02-25 20:57:03,750 - mmdet - INFO - Epoch [215][100/1111] lr: 1.926e-03, eta: 16:22:16, time: 0.631, data_time: 0.025, memory: 27319, loss_cls: 0.2800, loss_bbox: 0.8312, loss_obj: 0.2340, loss: 1.3452 2023-02-25 20:57:36,933 - mmdet - INFO - Epoch [215][150/1111] lr: 1.924e-03, eta: 16:21:46, time: 0.664, data_time: 0.026, memory: 27319, loss_cls: 0.2821, loss_bbox: 0.8389, loss_obj: 0.2583, loss: 1.3793 2023-02-25 20:58:08,077 - mmdet - INFO - Epoch [215][200/1111] lr: 1.922e-03, eta: 16:21:16, time: 0.623, data_time: 0.026, memory: 27319, loss_cls: 0.2761, loss_bbox: 0.8162, loss_obj: 0.2377, loss: 1.3300 2023-02-25 20:58:41,903 - mmdet - INFO - Epoch [215][250/1111] lr: 1.921e-03, eta: 16:20:46, time: 0.676, data_time: 0.027, memory: 27319, loss_cls: 0.2760, loss_bbox: 0.8157, loss_obj: 0.2430, loss: 1.3348 2023-02-25 20:59:16,650 - mmdet - INFO - Epoch [215][300/1111] lr: 1.919e-03, eta: 16:20:17, time: 0.695, data_time: 0.023, memory: 27319, loss_cls: 0.2789, loss_bbox: 0.8307, loss_obj: 0.2450, loss: 1.3545 2023-02-25 20:59:44,067 - mmdet - INFO - Epoch [215][350/1111] lr: 1.917e-03, eta: 16:19:44, time: 0.548, data_time: 0.030, memory: 27319, loss_cls: 0.2838, loss_bbox: 0.8523, loss_obj: 0.2438, loss: 1.3799 2023-02-25 21:00:15,627 - mmdet - INFO - Epoch [215][400/1111] lr: 1.915e-03, eta: 16:19:14, time: 0.631, data_time: 0.029, memory: 27319, loss_cls: 0.2803, loss_bbox: 0.8329, loss_obj: 0.2443, loss: 1.3575 2023-02-25 21:00:43,990 - mmdet - INFO - Epoch [215][450/1111] lr: 1.914e-03, eta: 16:18:42, time: 0.567, data_time: 0.030, memory: 27319, loss_cls: 0.2793, loss_bbox: 0.8314, loss_obj: 0.2368, loss: 1.3475 2023-02-25 21:01:12,726 - mmdet - INFO - Epoch [215][500/1111] lr: 1.912e-03, eta: 16:18:10, time: 0.575, data_time: 0.029, memory: 27319, loss_cls: 0.2817, loss_bbox: 0.8447, loss_obj: 0.2420, loss: 1.3684 2023-02-25 21:01:42,029 - mmdet - INFO - Epoch [215][550/1111] lr: 1.910e-03, eta: 16:17:39, time: 0.586, data_time: 0.030, memory: 27319, loss_cls: 0.2813, loss_bbox: 0.8377, loss_obj: 0.2367, loss: 1.3558 2023-02-25 21:02:15,873 - mmdet - INFO - Epoch [215][600/1111] lr: 1.909e-03, eta: 16:17:09, time: 0.677, data_time: 0.023, memory: 27319, loss_cls: 0.2709, loss_bbox: 0.7956, loss_obj: 0.2286, loss: 1.2951 2023-02-25 21:02:44,479 - mmdet - INFO - Epoch [215][650/1111] lr: 1.907e-03, eta: 16:16:37, time: 0.572, data_time: 0.033, memory: 27319, loss_cls: 0.2812, loss_bbox: 0.8394, loss_obj: 0.2347, loss: 1.3553 2023-02-25 21:03:16,179 - mmdet - INFO - Epoch [215][700/1111] lr: 1.905e-03, eta: 16:16:07, time: 0.634, data_time: 0.025, memory: 27319, loss_cls: 0.2820, loss_bbox: 0.8404, loss_obj: 0.2422, loss: 1.3645 2023-02-25 21:03:46,084 - mmdet - INFO - Epoch [215][750/1111] lr: 1.904e-03, eta: 16:15:35, time: 0.598, data_time: 0.032, memory: 27319, loss_cls: 0.2835, loss_bbox: 0.8438, loss_obj: 0.2342, loss: 1.3615 2023-02-25 21:04:16,307 - mmdet - INFO - Epoch [215][800/1111] lr: 1.902e-03, eta: 16:15:04, time: 0.604, data_time: 0.026, memory: 27319, loss_cls: 0.2811, loss_bbox: 0.8357, loss_obj: 0.2402, loss: 1.3570 2023-02-25 21:04:49,789 - mmdet - INFO - Epoch [215][850/1111] lr: 1.900e-03, eta: 16:14:34, time: 0.670, data_time: 0.026, memory: 27319, loss_cls: 0.2808, loss_bbox: 0.8377, loss_obj: 0.2395, loss: 1.3580 2023-02-25 21:05:19,849 - mmdet - INFO - Epoch [215][900/1111] lr: 1.898e-03, eta: 16:14:03, time: 0.601, data_time: 0.027, memory: 27319, loss_cls: 0.2775, loss_bbox: 0.8235, loss_obj: 0.2430, loss: 1.3440 2023-02-25 21:05:52,399 - mmdet - INFO - Epoch [215][950/1111] lr: 1.897e-03, eta: 16:13:33, time: 0.651, data_time: 0.027, memory: 27319, loss_cls: 0.2782, loss_bbox: 0.8207, loss_obj: 0.2340, loss: 1.3328 2023-02-25 21:06:23,820 - mmdet - INFO - Epoch [215][1000/1111] lr: 1.895e-03, eta: 16:13:02, time: 0.629, data_time: 0.031, memory: 27319, loss_cls: 0.2806, loss_bbox: 0.8347, loss_obj: 0.2342, loss: 1.3495 2023-02-25 21:06:50,950 - mmdet - INFO - Epoch [215][1050/1111] lr: 1.893e-03, eta: 16:12:30, time: 0.542, data_time: 0.033, memory: 27319, loss_cls: 0.2935, loss_bbox: 0.8932, loss_obj: 0.2574, loss: 1.4441 2023-02-25 21:07:23,443 - mmdet - INFO - Epoch [215][1100/1111] lr: 1.892e-03, eta: 16:12:00, time: 0.650, data_time: 0.023, memory: 27319, loss_cls: 0.2749, loss_bbox: 0.8083, loss_obj: 0.2365, loss: 1.3197 2023-02-25 21:08:14,099 - mmdet - INFO - Epoch [216][50/1111] lr: 1.890e-03, eta: 16:11:25, time: 0.912, data_time: 0.280, memory: 27319, loss_cls: 0.2802, loss_bbox: 0.8355, loss_obj: 0.2400, loss: 1.3557 2023-02-25 21:08:40,883 - mmdet - INFO - Epoch [216][100/1111] lr: 1.888e-03, eta: 16:10:53, time: 0.536, data_time: 0.033, memory: 27319, loss_cls: 0.2885, loss_bbox: 0.8739, loss_obj: 0.2481, loss: 1.4105 2023-02-25 21:09:16,298 - mmdet - INFO - Epoch [216][150/1111] lr: 1.886e-03, eta: 16:10:24, time: 0.708, data_time: 0.038, memory: 27319, loss_cls: 0.2749, loss_bbox: 0.8066, loss_obj: 0.2248, loss: 1.3064 2023-02-25 21:09:47,788 - mmdet - INFO - Epoch [216][200/1111] lr: 1.884e-03, eta: 16:09:53, time: 0.629, data_time: 0.027, memory: 27319, loss_cls: 0.2815, loss_bbox: 0.8361, loss_obj: 0.2521, loss: 1.3696 2023-02-25 21:10:17,171 - mmdet - INFO - Epoch [216][250/1111] lr: 1.883e-03, eta: 16:09:22, time: 0.588, data_time: 0.028, memory: 27319, loss_cls: 0.2769, loss_bbox: 0.8214, loss_obj: 0.2334, loss: 1.3317 2023-02-25 21:10:48,523 - mmdet - INFO - Epoch [216][300/1111] lr: 1.881e-03, eta: 16:08:51, time: 0.627, data_time: 0.026, memory: 27319, loss_cls: 0.2816, loss_bbox: 0.8388, loss_obj: 0.2306, loss: 1.3510 2023-02-25 21:11:18,780 - mmdet - INFO - Epoch [216][350/1111] lr: 1.879e-03, eta: 16:08:20, time: 0.605, data_time: 0.026, memory: 27319, loss_cls: 0.2838, loss_bbox: 0.8489, loss_obj: 0.2380, loss: 1.3708 2023-02-25 21:11:48,371 - mmdet - INFO - Epoch [216][400/1111] lr: 1.878e-03, eta: 16:07:48, time: 0.592, data_time: 0.029, memory: 27319, loss_cls: 0.2841, loss_bbox: 0.8534, loss_obj: 0.2491, loss: 1.3866 2023-02-25 21:12:18,005 - mmdet - INFO - Epoch [216][450/1111] lr: 1.876e-03, eta: 16:07:17, time: 0.593, data_time: 0.029, memory: 27319, loss_cls: 0.2819, loss_bbox: 0.8409, loss_obj: 0.2454, loss: 1.3682 2023-02-25 21:12:48,031 - mmdet - INFO - Epoch [216][500/1111] lr: 1.874e-03, eta: 16:06:46, time: 0.601, data_time: 0.026, memory: 27319, loss_cls: 0.2809, loss_bbox: 0.8359, loss_obj: 0.2434, loss: 1.3601 2023-02-25 21:13:17,832 - mmdet - INFO - Epoch [216][550/1111] lr: 1.873e-03, eta: 16:06:14, time: 0.596, data_time: 0.031, memory: 27319, loss_cls: 0.2823, loss_bbox: 0.8432, loss_obj: 0.2335, loss: 1.3590 2023-02-25 21:13:52,191 - mmdet - INFO - Epoch [216][600/1111] lr: 1.871e-03, eta: 16:05:45, time: 0.687, data_time: 0.024, memory: 27319, loss_cls: 0.2786, loss_bbox: 0.8235, loss_obj: 0.2445, loss: 1.3466 2023-02-25 21:14:23,182 - mmdet - INFO - Epoch [216][650/1111] lr: 1.869e-03, eta: 16:05:14, time: 0.620, data_time: 0.028, memory: 27319, loss_cls: 0.2868, loss_bbox: 0.8634, loss_obj: 0.2580, loss: 1.4082 2023-02-25 21:14:56,702 - mmdet - INFO - Epoch [216][700/1111] lr: 1.868e-03, eta: 16:04:44, time: 0.670, data_time: 0.029, memory: 27319, loss_cls: 0.2811, loss_bbox: 0.8348, loss_obj: 0.2409, loss: 1.3569 2023-02-25 21:15:26,142 - mmdet - INFO - Epoch [216][750/1111] lr: 1.866e-03, eta: 16:04:13, time: 0.589, data_time: 0.029, memory: 27319, loss_cls: 0.2794, loss_bbox: 0.8304, loss_obj: 0.2389, loss: 1.3486 2023-02-25 21:15:57,005 - mmdet - INFO - Epoch [216][800/1111] lr: 1.864e-03, eta: 16:03:42, time: 0.617, data_time: 0.027, memory: 27319, loss_cls: 0.2813, loss_bbox: 0.8415, loss_obj: 0.2366, loss: 1.3594 2023-02-25 21:16:30,643 - mmdet - INFO - Epoch [216][850/1111] lr: 1.863e-03, eta: 16:03:12, time: 0.673, data_time: 0.027, memory: 27319, loss_cls: 0.2786, loss_bbox: 0.8281, loss_obj: 0.2462, loss: 1.3529 2023-02-25 21:17:01,078 - mmdet - INFO - Epoch [216][900/1111] lr: 1.861e-03, eta: 16:02:41, time: 0.609, data_time: 0.028, memory: 27319, loss_cls: 0.2784, loss_bbox: 0.8270, loss_obj: 0.2368, loss: 1.3422 2023-02-25 21:17:32,267 - mmdet - INFO - Epoch [216][950/1111] lr: 1.859e-03, eta: 16:02:10, time: 0.624, data_time: 0.026, memory: 27319, loss_cls: 0.2796, loss_bbox: 0.8319, loss_obj: 0.2309, loss: 1.3423 2023-02-25 21:18:05,100 - mmdet - INFO - Epoch [216][1000/1111] lr: 1.857e-03, eta: 16:01:40, time: 0.657, data_time: 0.027, memory: 27319, loss_cls: 0.2748, loss_bbox: 0.8117, loss_obj: 0.2354, loss: 1.3219 2023-02-25 21:18:36,727 - mmdet - INFO - Epoch [216][1050/1111] lr: 1.856e-03, eta: 16:01:10, time: 0.633, data_time: 0.026, memory: 27319, loss_cls: 0.2774, loss_bbox: 0.8216, loss_obj: 0.2430, loss: 1.3421 2023-02-25 21:19:05,276 - mmdet - INFO - Epoch [216][1100/1111] lr: 1.854e-03, eta: 16:00:38, time: 0.571, data_time: 0.029, memory: 27319, loss_cls: 0.2844, loss_bbox: 0.8553, loss_obj: 0.2555, loss: 1.3952 2023-02-25 21:19:59,744 - mmdet - INFO - Epoch [217][50/1111] lr: 1.852e-03, eta: 16:00:05, time: 1.006, data_time: 0.263, memory: 27319, loss_cls: 0.2774, loss_bbox: 0.8184, loss_obj: 0.2448, loss: 1.3405 2023-02-25 21:20:27,974 - mmdet - INFO - Epoch [217][100/1111] lr: 1.850e-03, eta: 15:59:33, time: 0.565, data_time: 0.031, memory: 27319, loss_cls: 0.2831, loss_bbox: 0.8481, loss_obj: 0.2440, loss: 1.3752 2023-02-25 21:20:59,605 - mmdet - INFO - Epoch [217][150/1111] lr: 1.849e-03, eta: 15:59:03, time: 0.633, data_time: 0.030, memory: 27319, loss_cls: 0.2758, loss_bbox: 0.8168, loss_obj: 0.2352, loss: 1.3277 2023-02-25 21:21:30,652 - mmdet - INFO - Epoch [217][200/1111] lr: 1.847e-03, eta: 15:58:32, time: 0.621, data_time: 0.028, memory: 27319, loss_cls: 0.2797, loss_bbox: 0.8298, loss_obj: 0.2301, loss: 1.3395 2023-02-25 21:22:02,423 - mmdet - INFO - Epoch [217][250/1111] lr: 1.845e-03, eta: 15:58:01, time: 0.635, data_time: 0.029, memory: 27319, loss_cls: 0.2778, loss_bbox: 0.8236, loss_obj: 0.2398, loss: 1.3412 2023-02-25 21:22:34,861 - mmdet - INFO - Epoch [217][300/1111] lr: 1.844e-03, eta: 15:57:31, time: 0.649, data_time: 0.026, memory: 27319, loss_cls: 0.2749, loss_bbox: 0.8062, loss_obj: 0.2212, loss: 1.3024 2023-02-25 21:23:08,672 - mmdet - INFO - Epoch [217][350/1111] lr: 1.842e-03, eta: 15:57:01, time: 0.676, data_time: 0.025, memory: 27319, loss_cls: 0.2754, loss_bbox: 0.8136, loss_obj: 0.2332, loss: 1.3222 2023-02-25 21:23:44,060 - mmdet - INFO - Epoch [217][400/1111] lr: 1.840e-03, eta: 15:56:32, time: 0.708, data_time: 0.026, memory: 27319, loss_cls: 0.2696, loss_bbox: 0.7858, loss_obj: 0.2266, loss: 1.2820 2023-02-25 21:24:10,870 - mmdet - INFO - Epoch [217][450/1111] lr: 1.839e-03, eta: 15:56:00, time: 0.536, data_time: 0.032, memory: 27319, loss_cls: 0.2863, loss_bbox: 0.8631, loss_obj: 0.2425, loss: 1.3919 2023-02-25 21:24:40,706 - mmdet - INFO - Epoch [217][500/1111] lr: 1.837e-03, eta: 15:55:28, time: 0.597, data_time: 0.029, memory: 27319, loss_cls: 0.2828, loss_bbox: 0.8437, loss_obj: 0.2359, loss: 1.3624 2023-02-25 21:25:15,950 - mmdet - INFO - Epoch [217][550/1111] lr: 1.835e-03, eta: 15:54:59, time: 0.705, data_time: 0.026, memory: 27319, loss_cls: 0.2707, loss_bbox: 0.7876, loss_obj: 0.2384, loss: 1.2967 2023-02-25 21:25:43,417 - mmdet - INFO - Epoch [217][600/1111] lr: 1.834e-03, eta: 15:54:27, time: 0.549, data_time: 0.038, memory: 27319, loss_cls: 0.2899, loss_bbox: 0.8791, loss_obj: 0.2594, loss: 1.4284 2023-02-25 21:26:10,089 - mmdet - INFO - Epoch [217][650/1111] lr: 1.832e-03, eta: 15:53:54, time: 0.533, data_time: 0.028, memory: 27319, loss_cls: 0.2818, loss_bbox: 0.8391, loss_obj: 0.2319, loss: 1.3528 2023-02-25 21:26:37,024 - mmdet - INFO - Epoch [217][700/1111] lr: 1.830e-03, eta: 15:53:22, time: 0.539, data_time: 0.032, memory: 27319, loss_cls: 0.2847, loss_bbox: 0.8551, loss_obj: 0.2427, loss: 1.3825 2023-02-25 21:27:09,067 - mmdet - INFO - Epoch [217][750/1111] lr: 1.829e-03, eta: 15:52:52, time: 0.641, data_time: 0.028, memory: 27319, loss_cls: 0.2719, loss_bbox: 0.7987, loss_obj: 0.2250, loss: 1.2957 2023-02-25 21:27:37,750 - mmdet - INFO - Epoch [217][800/1111] lr: 1.827e-03, eta: 15:52:20, time: 0.574, data_time: 0.034, memory: 27319, loss_cls: 0.2891, loss_bbox: 0.8750, loss_obj: 0.2624, loss: 1.4266 2023-02-25 21:28:11,069 - mmdet - INFO - Epoch [217][850/1111] lr: 1.825e-03, eta: 15:51:50, time: 0.666, data_time: 0.029, memory: 27319, loss_cls: 0.2788, loss_bbox: 0.8295, loss_obj: 0.2400, loss: 1.3483 2023-02-25 21:28:40,845 - mmdet - INFO - Epoch [217][900/1111] lr: 1.824e-03, eta: 15:51:19, time: 0.595, data_time: 0.026, memory: 27319, loss_cls: 0.2790, loss_bbox: 0.8342, loss_obj: 0.2394, loss: 1.3526 2023-02-25 21:29:11,750 - mmdet - INFO - Epoch [217][950/1111] lr: 1.822e-03, eta: 15:50:48, time: 0.618, data_time: 0.030, memory: 27319, loss_cls: 0.2828, loss_bbox: 0.8492, loss_obj: 0.2530, loss: 1.3849 2023-02-25 21:29:40,274 - mmdet - INFO - Epoch [217][1000/1111] lr: 1.820e-03, eta: 15:50:16, time: 0.570, data_time: 0.031, memory: 27319, loss_cls: 0.2788, loss_bbox: 0.8288, loss_obj: 0.2343, loss: 1.3420 2023-02-25 21:30:13,522 - mmdet - INFO - Epoch [217][1050/1111] lr: 1.819e-03, eta: 15:49:46, time: 0.665, data_time: 0.028, memory: 27319, loss_cls: 0.2733, loss_bbox: 0.8059, loss_obj: 0.2319, loss: 1.3112 2023-02-25 21:30:47,746 - mmdet - INFO - Epoch [217][1100/1111] lr: 1.817e-03, eta: 15:49:16, time: 0.684, data_time: 0.023, memory: 27319, loss_cls: 0.2723, loss_bbox: 0.7998, loss_obj: 0.2286, loss: 1.3006 2023-02-25 21:31:40,091 - mmdet - INFO - Epoch [218][50/1111] lr: 1.815e-03, eta: 15:48:42, time: 0.943, data_time: 0.278, memory: 27319, loss_cls: 0.2848, loss_bbox: 0.8524, loss_obj: 0.2436, loss: 1.3809 2023-02-25 21:32:07,129 - mmdet - INFO - Epoch [218][100/1111] lr: 1.813e-03, eta: 15:48:10, time: 0.541, data_time: 0.033, memory: 27319, loss_cls: 0.2861, loss_bbox: 0.8631, loss_obj: 0.2510, loss: 1.4003 2023-02-25 21:32:37,257 - mmdet - INFO - Epoch [218][150/1111] lr: 1.812e-03, eta: 15:47:39, time: 0.602, data_time: 0.030, memory: 27319, loss_cls: 0.2814, loss_bbox: 0.8418, loss_obj: 0.2489, loss: 1.3721 2023-02-25 21:33:09,579 - mmdet - INFO - Epoch [218][200/1111] lr: 1.810e-03, eta: 15:47:09, time: 0.646, data_time: 0.024, memory: 27319, loss_cls: 0.2720, loss_bbox: 0.8012, loss_obj: 0.2282, loss: 1.3014 2023-02-25 21:33:40,368 - mmdet - INFO - Epoch [218][250/1111] lr: 1.808e-03, eta: 15:46:38, time: 0.616, data_time: 0.030, memory: 27319, loss_cls: 0.2803, loss_bbox: 0.8342, loss_obj: 0.2442, loss: 1.3587 2023-02-25 21:34:13,292 - mmdet - INFO - Epoch [218][300/1111] lr: 1.807e-03, eta: 15:46:08, time: 0.658, data_time: 0.024, memory: 27319, loss_cls: 0.2796, loss_bbox: 0.8252, loss_obj: 0.2310, loss: 1.3359 2023-02-25 21:34:42,648 - mmdet - INFO - Epoch [218][350/1111] lr: 1.805e-03, eta: 15:45:36, time: 0.587, data_time: 0.030, memory: 27319, loss_cls: 0.2813, loss_bbox: 0.8437, loss_obj: 0.2371, loss: 1.3622 2023-02-25 21:35:12,789 - mmdet - INFO - Epoch [218][400/1111] lr: 1.803e-03, eta: 15:45:05, time: 0.603, data_time: 0.027, memory: 27319, loss_cls: 0.2810, loss_bbox: 0.8366, loss_obj: 0.2463, loss: 1.3639 2023-02-25 21:35:41,856 - mmdet - INFO - Epoch [218][450/1111] lr: 1.802e-03, eta: 15:44:33, time: 0.581, data_time: 0.033, memory: 27319, loss_cls: 0.2804, loss_bbox: 0.8333, loss_obj: 0.2423, loss: 1.3559 2023-02-25 21:36:17,977 - mmdet - INFO - Epoch [218][500/1111] lr: 1.800e-03, eta: 15:44:04, time: 0.722, data_time: 0.025, memory: 27319, loss_cls: 0.2843, loss_bbox: 0.8505, loss_obj: 0.2448, loss: 1.3796 2023-02-25 21:36:47,192 - mmdet - INFO - Epoch [218][550/1111] lr: 1.799e-03, eta: 15:43:33, time: 0.584, data_time: 0.032, memory: 27319, loss_cls: 0.2846, loss_bbox: 0.8526, loss_obj: 0.2420, loss: 1.3793 2023-02-25 21:37:17,441 - mmdet - INFO - Epoch [218][600/1111] lr: 1.797e-03, eta: 15:43:02, time: 0.605, data_time: 0.033, memory: 27319, loss_cls: 0.2777, loss_bbox: 0.8223, loss_obj: 0.2363, loss: 1.3362 2023-02-25 21:37:49,637 - mmdet - INFO - Epoch [218][650/1111] lr: 1.795e-03, eta: 15:42:31, time: 0.644, data_time: 0.030, memory: 27319, loss_cls: 0.2749, loss_bbox: 0.8145, loss_obj: 0.2345, loss: 1.3239 2023-02-25 21:38:19,266 - mmdet - INFO - Epoch [218][700/1111] lr: 1.794e-03, eta: 15:42:00, time: 0.593, data_time: 0.026, memory: 27319, loss_cls: 0.2781, loss_bbox: 0.8253, loss_obj: 0.2332, loss: 1.3366 2023-02-25 21:38:46,841 - mmdet - INFO - Epoch [218][750/1111] lr: 1.792e-03, eta: 15:41:28, time: 0.551, data_time: 0.035, memory: 27319, loss_cls: 0.2848, loss_bbox: 0.8571, loss_obj: 0.2540, loss: 1.3960 2023-02-25 21:39:17,006 - mmdet - INFO - Epoch [218][800/1111] lr: 1.790e-03, eta: 15:40:57, time: 0.603, data_time: 0.038, memory: 27319, loss_cls: 0.2811, loss_bbox: 0.8405, loss_obj: 0.2377, loss: 1.3594 2023-02-25 21:39:46,365 - mmdet - INFO - Epoch [218][850/1111] lr: 1.789e-03, eta: 15:40:25, time: 0.587, data_time: 0.032, memory: 27319, loss_cls: 0.2871, loss_bbox: 0.8630, loss_obj: 0.2510, loss: 1.4012 2023-02-25 21:40:17,577 - mmdet - INFO - Epoch [218][900/1111] lr: 1.787e-03, eta: 15:39:55, time: 0.624, data_time: 0.027, memory: 27319, loss_cls: 0.2772, loss_bbox: 0.8234, loss_obj: 0.2376, loss: 1.3382 2023-02-25 21:40:48,279 - mmdet - INFO - Epoch [218][950/1111] lr: 1.785e-03, eta: 15:39:24, time: 0.614, data_time: 0.029, memory: 27319, loss_cls: 0.2783, loss_bbox: 0.8257, loss_obj: 0.2291, loss: 1.3331 2023-02-25 21:41:23,301 - mmdet - INFO - Epoch [218][1000/1111] lr: 1.784e-03, eta: 15:38:54, time: 0.700, data_time: 0.029, memory: 27319, loss_cls: 0.2783, loss_bbox: 0.8242, loss_obj: 0.2390, loss: 1.3416 2023-02-25 21:41:52,879 - mmdet - INFO - Epoch [218][1050/1111] lr: 1.782e-03, eta: 15:38:23, time: 0.592, data_time: 0.032, memory: 27319, loss_cls: 0.2842, loss_bbox: 0.8518, loss_obj: 0.2418, loss: 1.3778 2023-02-25 21:42:21,958 - mmdet - INFO - Epoch [218][1100/1111] lr: 1.780e-03, eta: 15:37:51, time: 0.582, data_time: 0.026, memory: 27319, loss_cls: 0.2791, loss_bbox: 0.8305, loss_obj: 0.2341, loss: 1.3437 2023-02-25 21:43:19,609 - mmdet - INFO - Epoch [219][50/1111] lr: 1.778e-03, eta: 15:37:19, time: 1.019, data_time: 0.270, memory: 27319, loss_cls: 0.2781, loss_bbox: 0.8238, loss_obj: 0.2234, loss: 1.3253 2023-02-25 21:43:50,245 - mmdet - INFO - Epoch [219][100/1111] lr: 1.777e-03, eta: 15:36:48, time: 0.613, data_time: 0.028, memory: 27319, loss_cls: 0.2818, loss_bbox: 0.8438, loss_obj: 0.2441, loss: 1.3697 2023-02-25 21:44:22,036 - mmdet - INFO - Epoch [219][150/1111] lr: 1.775e-03, eta: 15:36:17, time: 0.636, data_time: 0.028, memory: 27319, loss_cls: 0.2739, loss_bbox: 0.8072, loss_obj: 0.2304, loss: 1.3114 2023-02-25 21:44:48,299 - mmdet - INFO - Epoch [219][200/1111] lr: 1.774e-03, eta: 15:35:45, time: 0.525, data_time: 0.033, memory: 27319, loss_cls: 0.2877, loss_bbox: 0.8696, loss_obj: 0.2385, loss: 1.3958 2023-02-25 21:45:18,491 - mmdet - INFO - Epoch [219][250/1111] lr: 1.772e-03, eta: 15:35:13, time: 0.604, data_time: 0.030, memory: 27319, loss_cls: 0.2817, loss_bbox: 0.8408, loss_obj: 0.2424, loss: 1.3650 2023-02-25 21:45:49,651 - mmdet - INFO - Epoch [219][300/1111] lr: 1.770e-03, eta: 15:34:43, time: 0.623, data_time: 0.028, memory: 27319, loss_cls: 0.2757, loss_bbox: 0.8135, loss_obj: 0.2239, loss: 1.3131 2023-02-25 21:46:17,462 - mmdet - INFO - Epoch [219][350/1111] lr: 1.769e-03, eta: 15:34:11, time: 0.556, data_time: 0.026, memory: 27319, loss_cls: 0.2826, loss_bbox: 0.8493, loss_obj: 0.2417, loss: 1.3736 2023-02-25 21:46:51,613 - mmdet - INFO - Epoch [219][400/1111] lr: 1.767e-03, eta: 15:33:41, time: 0.683, data_time: 0.025, memory: 27319, loss_cls: 0.2740, loss_bbox: 0.8089, loss_obj: 0.2305, loss: 1.3134 2023-02-25 21:47:18,672 - mmdet - INFO - Epoch [219][450/1111] lr: 1.765e-03, eta: 15:33:09, time: 0.541, data_time: 0.036, memory: 27319, loss_cls: 0.2845, loss_bbox: 0.8593, loss_obj: 0.2394, loss: 1.3832 2023-02-25 21:47:44,687 - mmdet - INFO - Epoch [219][500/1111] lr: 1.764e-03, eta: 15:32:36, time: 0.520, data_time: 0.036, memory: 27319, loss_cls: 0.2822, loss_bbox: 0.8442, loss_obj: 0.2375, loss: 1.3639 2023-02-25 21:48:13,601 - mmdet - INFO - Epoch [219][550/1111] lr: 1.762e-03, eta: 15:32:04, time: 0.578, data_time: 0.031, memory: 27319, loss_cls: 0.2824, loss_bbox: 0.8432, loss_obj: 0.2317, loss: 1.3573 2023-02-25 21:48:48,012 - mmdet - INFO - Epoch [219][600/1111] lr: 1.761e-03, eta: 15:31:35, time: 0.688, data_time: 0.026, memory: 27319, loss_cls: 0.2726, loss_bbox: 0.7993, loss_obj: 0.2214, loss: 1.2933 2023-02-25 21:49:18,272 - mmdet - INFO - Epoch [219][650/1111] lr: 1.759e-03, eta: 15:31:04, time: 0.605, data_time: 0.025, memory: 27319, loss_cls: 0.2791, loss_bbox: 0.8292, loss_obj: 0.2314, loss: 1.3397 2023-02-25 21:49:45,425 - mmdet - INFO - Epoch [219][700/1111] lr: 1.757e-03, eta: 15:30:31, time: 0.543, data_time: 0.035, memory: 27319, loss_cls: 0.2845, loss_bbox: 0.8597, loss_obj: 0.2475, loss: 1.3917 2023-02-25 21:50:15,675 - mmdet - INFO - Epoch [219][750/1111] lr: 1.756e-03, eta: 15:30:00, time: 0.605, data_time: 0.030, memory: 27319, loss_cls: 0.2794, loss_bbox: 0.8335, loss_obj: 0.2315, loss: 1.3444 2023-02-25 21:50:46,784 - mmdet - INFO - Epoch [219][800/1111] lr: 1.754e-03, eta: 15:29:29, time: 0.622, data_time: 0.029, memory: 27319, loss_cls: 0.2744, loss_bbox: 0.8120, loss_obj: 0.2310, loss: 1.3175 2023-02-25 21:51:20,633 - mmdet - INFO - Epoch [219][850/1111] lr: 1.752e-03, eta: 15:29:00, time: 0.677, data_time: 0.027, memory: 27319, loss_cls: 0.2710, loss_bbox: 0.7967, loss_obj: 0.2258, loss: 1.2935 2023-02-25 21:51:48,723 - mmdet - INFO - Epoch [219][900/1111] lr: 1.751e-03, eta: 15:28:28, time: 0.562, data_time: 0.029, memory: 27319, loss_cls: 0.2785, loss_bbox: 0.8319, loss_obj: 0.2380, loss: 1.3484 2023-02-25 21:52:18,324 - mmdet - INFO - Epoch [219][950/1111] lr: 1.749e-03, eta: 15:27:56, time: 0.592, data_time: 0.030, memory: 27319, loss_cls: 0.2738, loss_bbox: 0.8076, loss_obj: 0.2258, loss: 1.3073 2023-02-25 21:52:46,545 - mmdet - INFO - Epoch [219][1000/1111] lr: 1.748e-03, eta: 15:27:25, time: 0.565, data_time: 0.034, memory: 27319, loss_cls: 0.2878, loss_bbox: 0.8691, loss_obj: 0.2381, loss: 1.3950 2023-02-25 21:53:20,599 - mmdet - INFO - Epoch [219][1050/1111] lr: 1.746e-03, eta: 15:26:55, time: 0.681, data_time: 0.025, memory: 27319, loss_cls: 0.2759, loss_bbox: 0.8123, loss_obj: 0.2276, loss: 1.3159 2023-02-25 21:53:50,946 - mmdet - INFO - Epoch [219][1100/1111] lr: 1.744e-03, eta: 15:26:24, time: 0.607, data_time: 0.028, memory: 27319, loss_cls: 0.2733, loss_bbox: 0.8075, loss_obj: 0.2322, loss: 1.3129 2023-02-25 21:54:43,676 - mmdet - INFO - Epoch [220][50/1111] lr: 1.742e-03, eta: 15:25:49, time: 0.937, data_time: 0.257, memory: 27319, loss_cls: 0.2793, loss_bbox: 0.8269, loss_obj: 0.2485, loss: 1.3547 2023-02-25 21:55:13,435 - mmdet - INFO - Epoch [220][100/1111] lr: 1.741e-03, eta: 15:25:18, time: 0.595, data_time: 0.028, memory: 27319, loss_cls: 0.2766, loss_bbox: 0.8203, loss_obj: 0.2297, loss: 1.3266 2023-02-25 21:55:41,691 - mmdet - INFO - Epoch [220][150/1111] lr: 1.739e-03, eta: 15:24:46, time: 0.565, data_time: 0.027, memory: 27319, loss_cls: 0.2811, loss_bbox: 0.8399, loss_obj: 0.2370, loss: 1.3580 2023-02-25 21:56:09,840 - mmdet - INFO - Epoch [220][200/1111] lr: 1.737e-03, eta: 15:24:14, time: 0.563, data_time: 0.032, memory: 27319, loss_cls: 0.2762, loss_bbox: 0.8189, loss_obj: 0.2292, loss: 1.3243 2023-02-25 21:56:43,341 - mmdet - INFO - Epoch [220][250/1111] lr: 1.736e-03, eta: 15:23:45, time: 0.670, data_time: 0.028, memory: 27319, loss_cls: 0.2750, loss_bbox: 0.8088, loss_obj: 0.2288, loss: 1.3126 2023-02-25 21:57:16,478 - mmdet - INFO - Epoch [220][300/1111] lr: 1.734e-03, eta: 15:23:14, time: 0.663, data_time: 0.029, memory: 27319, loss_cls: 0.2710, loss_bbox: 0.7970, loss_obj: 0.2225, loss: 1.2905 2023-02-25 21:57:43,757 - mmdet - INFO - Epoch [220][350/1111] lr: 1.733e-03, eta: 15:22:42, time: 0.546, data_time: 0.028, memory: 27319, loss_cls: 0.2794, loss_bbox: 0.8331, loss_obj: 0.2357, loss: 1.3482 2023-02-25 21:58:13,536 - mmdet - INFO - Epoch [220][400/1111] lr: 1.731e-03, eta: 15:22:11, time: 0.596, data_time: 0.028, memory: 27319, loss_cls: 0.2790, loss_bbox: 0.8262, loss_obj: 0.2293, loss: 1.3344 2023-02-25 21:58:43,800 - mmdet - INFO - Epoch [220][450/1111] lr: 1.729e-03, eta: 15:21:40, time: 0.605, data_time: 0.026, memory: 27319, loss_cls: 0.2855, loss_bbox: 0.8591, loss_obj: 0.2430, loss: 1.3876 2023-02-25 21:59:11,321 - mmdet - INFO - Epoch [220][500/1111] lr: 1.728e-03, eta: 15:21:08, time: 0.550, data_time: 0.030, memory: 27319, loss_cls: 0.2780, loss_bbox: 0.8284, loss_obj: 0.2328, loss: 1.3393 2023-02-25 21:59:39,753 - mmdet - INFO - Epoch [220][550/1111] lr: 1.726e-03, eta: 15:20:36, time: 0.569, data_time: 0.035, memory: 27319, loss_cls: 0.2825, loss_bbox: 0.8441, loss_obj: 0.2390, loss: 1.3657 2023-02-25 22:00:11,526 - mmdet - INFO - Epoch [220][600/1111] lr: 1.725e-03, eta: 15:20:05, time: 0.635, data_time: 0.028, memory: 27319, loss_cls: 0.2799, loss_bbox: 0.8369, loss_obj: 0.2400, loss: 1.3568 2023-02-25 22:00:43,078 - mmdet - INFO - Epoch [220][650/1111] lr: 1.723e-03, eta: 15:19:35, time: 0.631, data_time: 0.027, memory: 27319, loss_cls: 0.2791, loss_bbox: 0.8322, loss_obj: 0.2341, loss: 1.3455 2023-02-25 22:01:11,073 - mmdet - INFO - Epoch [220][700/1111] lr: 1.721e-03, eta: 15:19:03, time: 0.560, data_time: 0.027, memory: 27319, loss_cls: 0.2840, loss_bbox: 0.8526, loss_obj: 0.2354, loss: 1.3720 2023-02-25 22:01:45,224 - mmdet - INFO - Epoch [220][750/1111] lr: 1.720e-03, eta: 15:18:33, time: 0.683, data_time: 0.027, memory: 27319, loss_cls: 0.2738, loss_bbox: 0.8071, loss_obj: 0.2262, loss: 1.3071 2023-02-25 22:02:15,643 - mmdet - INFO - Epoch [220][800/1111] lr: 1.718e-03, eta: 15:18:02, time: 0.608, data_time: 0.027, memory: 27319, loss_cls: 0.2766, loss_bbox: 0.8194, loss_obj: 0.2233, loss: 1.3192 2023-02-25 22:02:42,530 - mmdet - INFO - Epoch [220][850/1111] lr: 1.717e-03, eta: 15:17:30, time: 0.538, data_time: 0.032, memory: 27319, loss_cls: 0.2864, loss_bbox: 0.8632, loss_obj: 0.2441, loss: 1.3936 2023-02-25 22:03:16,269 - mmdet - INFO - Epoch [220][900/1111] lr: 1.715e-03, eta: 15:17:00, time: 0.675, data_time: 0.040, memory: 27319, loss_cls: 0.2750, loss_bbox: 0.8133, loss_obj: 0.2286, loss: 1.3170 2023-02-25 22:03:46,843 - mmdet - INFO - Epoch [220][950/1111] lr: 1.713e-03, eta: 15:16:29, time: 0.611, data_time: 0.031, memory: 27319, loss_cls: 0.2780, loss_bbox: 0.8264, loss_obj: 0.2328, loss: 1.3371 2023-02-25 22:04:16,432 - mmdet - INFO - Epoch [220][1000/1111] lr: 1.712e-03, eta: 15:15:58, time: 0.592, data_time: 0.030, memory: 27319, loss_cls: 0.2745, loss_bbox: 0.8135, loss_obj: 0.2261, loss: 1.3141 2023-02-25 22:04:46,948 - mmdet - INFO - Epoch [220][1050/1111] lr: 1.710e-03, eta: 15:15:27, time: 0.610, data_time: 0.031, memory: 27319, loss_cls: 0.2766, loss_bbox: 0.8188, loss_obj: 0.2297, loss: 1.3250 2023-02-25 22:05:19,510 - mmdet - INFO - Epoch [220][1100/1111] lr: 1.709e-03, eta: 15:14:56, time: 0.651, data_time: 0.024, memory: 27319, loss_cls: 0.2748, loss_bbox: 0.8104, loss_obj: 0.2250, loss: 1.3103 2023-02-25 22:05:27,333 - mmdet - INFO - Saving checkpoint at 220 epochs 2023-02-25 22:08:21,127 - mmdet - INFO - Evaluating bbox... 2023-02-25 22:08:36,763 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.894 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.970 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.937 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.085 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.782 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.943 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.912 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.912 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.912 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.268 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.839 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.955 2023-02-25 22:08:36,861 - mmdet - INFO - Exp name: yolox_x.py 2023-02-25 22:08:36,861 - mmdet - INFO - Epoch(val) [220][4200] bbox_mAP: 0.8935, bbox_mAP_50: 0.9696, bbox_mAP_75: 0.9367, bbox_mAP_s: 0.0853, bbox_mAP_m: 0.7815, bbox_mAP_l: 0.9430, bbox_mAP_copypaste: 0.8935 0.9696 0.9367 0.0853 0.7815 0.9430 2023-02-25 22:09:17,330 - mmdet - INFO - Epoch [221][50/1111] lr: 1.707e-03, eta: 15:14:20, time: 0.808, data_time: 0.169, memory: 27319, loss_cls: 0.2709, loss_bbox: 0.7937, loss_obj: 0.2240, loss: 1.2886 2023-02-25 22:09:49,026 - mmdet - INFO - Epoch [221][100/1111] lr: 1.705e-03, eta: 15:13:49, time: 0.634, data_time: 0.033, memory: 27319, loss_cls: 0.2805, loss_bbox: 0.8353, loss_obj: 0.2403, loss: 1.3562 2023-02-25 22:10:16,651 - mmdet - INFO - Epoch [221][150/1111] lr: 1.703e-03, eta: 15:13:17, time: 0.552, data_time: 0.033, memory: 27319, loss_cls: 0.2839, loss_bbox: 0.8525, loss_obj: 0.2363, loss: 1.3727 2023-02-25 22:10:44,240 - mmdet - INFO - Epoch [221][200/1111] lr: 1.702e-03, eta: 15:12:45, time: 0.552, data_time: 0.036, memory: 27319, loss_cls: 0.2764, loss_bbox: 0.8194, loss_obj: 0.2303, loss: 1.3260 2023-02-25 22:11:11,359 - mmdet - INFO - Epoch [221][250/1111] lr: 1.700e-03, eta: 15:12:13, time: 0.542, data_time: 0.029, memory: 27319, loss_cls: 0.2866, loss_bbox: 0.8607, loss_obj: 0.2454, loss: 1.3927 2023-02-25 22:11:43,424 - mmdet - INFO - Epoch [221][300/1111] lr: 1.699e-03, eta: 15:11:42, time: 0.641, data_time: 0.027, memory: 27319, loss_cls: 0.2715, loss_bbox: 0.7991, loss_obj: 0.2237, loss: 1.2944 2023-02-25 22:12:19,029 - mmdet - INFO - Epoch [221][350/1111] lr: 1.697e-03, eta: 15:11:13, time: 0.712, data_time: 0.027, memory: 27319, loss_cls: 0.2669, loss_bbox: 0.7748, loss_obj: 0.2222, loss: 1.2639 2023-02-25 22:12:48,965 - mmdet - INFO - Epoch [221][400/1111] lr: 1.695e-03, eta: 15:10:42, time: 0.599, data_time: 0.030, memory: 27319, loss_cls: 0.2779, loss_bbox: 0.8275, loss_obj: 0.2396, loss: 1.3450 2023-02-25 22:13:18,203 - mmdet - INFO - Epoch [221][450/1111] lr: 1.694e-03, eta: 15:10:10, time: 0.585, data_time: 0.027, memory: 27319, loss_cls: 0.2779, loss_bbox: 0.8292, loss_obj: 0.2311, loss: 1.3383 2023-02-25 22:13:51,317 - mmdet - INFO - Epoch [221][500/1111] lr: 1.692e-03, eta: 15:09:40, time: 0.662, data_time: 0.026, memory: 27319, loss_cls: 0.2773, loss_bbox: 0.8240, loss_obj: 0.2340, loss: 1.3353 2023-02-25 22:14:20,769 - mmdet - INFO - Epoch [221][550/1111] lr: 1.691e-03, eta: 15:09:09, time: 0.589, data_time: 0.031, memory: 27319, loss_cls: 0.2778, loss_bbox: 0.8243, loss_obj: 0.2300, loss: 1.3321 2023-02-25 22:14:52,007 - mmdet - INFO - Epoch [221][600/1111] lr: 1.689e-03, eta: 15:08:38, time: 0.625, data_time: 0.025, memory: 27319, loss_cls: 0.2784, loss_bbox: 0.8279, loss_obj: 0.2246, loss: 1.3309 2023-02-25 22:15:24,146 - mmdet - INFO - Epoch [221][650/1111] lr: 1.687e-03, eta: 15:08:08, time: 0.643, data_time: 0.028, memory: 27319, loss_cls: 0.2681, loss_bbox: 0.7810, loss_obj: 0.2160, loss: 1.2650 2023-02-25 22:15:52,372 - mmdet - INFO - Epoch [221][700/1111] lr: 1.686e-03, eta: 15:07:36, time: 0.564, data_time: 0.029, memory: 27319, loss_cls: 0.2839, loss_bbox: 0.8509, loss_obj: 0.2411, loss: 1.3758 2023-02-25 22:16:24,633 - mmdet - INFO - Epoch [221][750/1111] lr: 1.684e-03, eta: 15:07:06, time: 0.645, data_time: 0.025, memory: 27319, loss_cls: 0.2739, loss_bbox: 0.8095, loss_obj: 0.2287, loss: 1.3121 2023-02-25 22:16:59,433 - mmdet - INFO - Epoch [221][800/1111] lr: 1.683e-03, eta: 15:06:36, time: 0.696, data_time: 0.031, memory: 27319, loss_cls: 0.2737, loss_bbox: 0.8080, loss_obj: 0.2361, loss: 1.3177 2023-02-25 22:17:31,941 - mmdet - INFO - Epoch [221][850/1111] lr: 1.681e-03, eta: 15:06:06, time: 0.650, data_time: 0.022, memory: 27319, loss_cls: 0.2767, loss_bbox: 0.8212, loss_obj: 0.2359, loss: 1.3339 2023-02-25 22:18:07,010 - mmdet - INFO - Epoch [221][900/1111] lr: 1.680e-03, eta: 15:05:36, time: 0.701, data_time: 0.027, memory: 27319, loss_cls: 0.2772, loss_bbox: 0.8167, loss_obj: 0.2384, loss: 1.3323 2023-02-25 22:18:38,088 - mmdet - INFO - Epoch [221][950/1111] lr: 1.678e-03, eta: 15:05:06, time: 0.622, data_time: 0.029, memory: 27319, loss_cls: 0.2764, loss_bbox: 0.8158, loss_obj: 0.2322, loss: 1.3244 2023-02-25 22:19:10,500 - mmdet - INFO - Epoch [221][1000/1111] lr: 1.676e-03, eta: 15:04:35, time: 0.648, data_time: 0.031, memory: 27319, loss_cls: 0.2773, loss_bbox: 0.8212, loss_obj: 0.2319, loss: 1.3304 2023-02-25 22:19:39,510 - mmdet - INFO - Epoch [221][1050/1111] lr: 1.675e-03, eta: 15:04:04, time: 0.580, data_time: 0.031, memory: 27319, loss_cls: 0.2825, loss_bbox: 0.8447, loss_obj: 0.2292, loss: 1.3564 2023-02-25 22:20:11,689 - mmdet - INFO - Epoch [221][1100/1111] lr: 1.673e-03, eta: 15:03:33, time: 0.644, data_time: 0.025, memory: 27319, loss_cls: 0.2735, loss_bbox: 0.8059, loss_obj: 0.2284, loss: 1.3078 2023-02-25 22:21:06,779 - mmdet - INFO - Epoch [222][50/1111] lr: 1.671e-03, eta: 15:02:59, time: 0.949, data_time: 0.259, memory: 27319, loss_cls: 0.2767, loss_bbox: 0.8262, loss_obj: 0.2325, loss: 1.3353 2023-02-25 22:21:37,177 - mmdet - INFO - Epoch [222][100/1111] lr: 1.670e-03, eta: 15:02:28, time: 0.608, data_time: 0.027, memory: 27319, loss_cls: 0.2802, loss_bbox: 0.8347, loss_obj: 0.2353, loss: 1.3503 2023-02-25 22:22:03,543 - mmdet - INFO - Epoch [222][150/1111] lr: 1.668e-03, eta: 15:01:56, time: 0.527, data_time: 0.032, memory: 27319, loss_cls: 0.2882, loss_bbox: 0.8725, loss_obj: 0.2506, loss: 1.4113 2023-02-25 22:22:31,266 - mmdet - INFO - Epoch [222][200/1111] lr: 1.667e-03, eta: 15:01:24, time: 0.554, data_time: 0.028, memory: 27319, loss_cls: 0.2814, loss_bbox: 0.8377, loss_obj: 0.2294, loss: 1.3484 2023-02-25 22:23:01,368 - mmdet - INFO - Epoch [222][250/1111] lr: 1.665e-03, eta: 15:00:52, time: 0.602, data_time: 0.029, memory: 27319, loss_cls: 0.2793, loss_bbox: 0.8331, loss_obj: 0.2455, loss: 1.3578 2023-02-25 22:23:27,361 - mmdet - INFO - Epoch [222][300/1111] lr: 1.663e-03, eta: 15:00:20, time: 0.520, data_time: 0.036, memory: 27319, loss_cls: 0.2865, loss_bbox: 0.8679, loss_obj: 0.2419, loss: 1.3963 2023-02-25 22:23:59,858 - mmdet - INFO - Epoch [222][350/1111] lr: 1.662e-03, eta: 14:59:49, time: 0.650, data_time: 0.026, memory: 27319, loss_cls: 0.2696, loss_bbox: 0.7873, loss_obj: 0.2161, loss: 1.2730 2023-02-25 22:24:28,370 - mmdet - INFO - Epoch [222][400/1111] lr: 1.660e-03, eta: 14:59:18, time: 0.570, data_time: 0.034, memory: 27319, loss_cls: 0.2775, loss_bbox: 0.8242, loss_obj: 0.2430, loss: 1.3446 2023-02-25 22:24:55,775 - mmdet - INFO - Epoch [222][450/1111] lr: 1.659e-03, eta: 14:58:46, time: 0.548, data_time: 0.032, memory: 27319, loss_cls: 0.2811, loss_bbox: 0.8409, loss_obj: 0.2296, loss: 1.3516 2023-02-25 22:25:22,893 - mmdet - INFO - Epoch [222][500/1111] lr: 1.657e-03, eta: 14:58:13, time: 0.542, data_time: 0.032, memory: 27319, loss_cls: 0.2780, loss_bbox: 0.8325, loss_obj: 0.2340, loss: 1.3445 2023-02-25 22:25:56,087 - mmdet - INFO - Epoch [222][550/1111] lr: 1.656e-03, eta: 14:57:43, time: 0.664, data_time: 0.026, memory: 27319, loss_cls: 0.2705, loss_bbox: 0.7931, loss_obj: 0.2269, loss: 1.2905 2023-02-25 22:26:25,357 - mmdet - INFO - Epoch [222][600/1111] lr: 1.654e-03, eta: 14:57:12, time: 0.585, data_time: 0.033, memory: 27319, loss_cls: 0.2739, loss_bbox: 0.8125, loss_obj: 0.2345, loss: 1.3209 2023-02-25 22:26:52,309 - mmdet - INFO - Epoch [222][650/1111] lr: 1.652e-03, eta: 14:56:40, time: 0.539, data_time: 0.036, memory: 27319, loss_cls: 0.2791, loss_bbox: 0.8335, loss_obj: 0.2306, loss: 1.3431 2023-02-25 22:27:23,892 - mmdet - INFO - Epoch [222][700/1111] lr: 1.651e-03, eta: 14:56:09, time: 0.632, data_time: 0.028, memory: 27319, loss_cls: 0.2825, loss_bbox: 0.8502, loss_obj: 0.2472, loss: 1.3799 2023-02-25 22:27:52,598 - mmdet - INFO - Epoch [222][750/1111] lr: 1.649e-03, eta: 14:55:37, time: 0.574, data_time: 0.028, memory: 27319, loss_cls: 0.2778, loss_bbox: 0.8271, loss_obj: 0.2277, loss: 1.3326 2023-02-25 22:28:24,463 - mmdet - INFO - Epoch [222][800/1111] lr: 1.648e-03, eta: 14:55:07, time: 0.637, data_time: 0.034, memory: 27319, loss_cls: 0.2743, loss_bbox: 0.8138, loss_obj: 0.2296, loss: 1.3177 2023-02-25 22:28:58,244 - mmdet - INFO - Epoch [222][850/1111] lr: 1.646e-03, eta: 14:54:37, time: 0.676, data_time: 0.027, memory: 27319, loss_cls: 0.2692, loss_bbox: 0.7856, loss_obj: 0.2190, loss: 1.2739 2023-02-25 22:29:30,206 - mmdet - INFO - Epoch [222][900/1111] lr: 1.645e-03, eta: 14:54:07, time: 0.639, data_time: 0.026, memory: 27319, loss_cls: 0.2812, loss_bbox: 0.8417, loss_obj: 0.2412, loss: 1.3642 2023-02-25 22:29:58,940 - mmdet - INFO - Epoch [222][950/1111] lr: 1.643e-03, eta: 14:53:35, time: 0.575, data_time: 0.031, memory: 27319, loss_cls: 0.2791, loss_bbox: 0.8325, loss_obj: 0.2401, loss: 1.3517 2023-02-25 22:30:34,106 - mmdet - INFO - Epoch [222][1000/1111] lr: 1.642e-03, eta: 14:53:05, time: 0.703, data_time: 0.027, memory: 27319, loss_cls: 0.2722, loss_bbox: 0.8007, loss_obj: 0.2322, loss: 1.3051 2023-02-25 22:31:04,130 - mmdet - INFO - Epoch [222][1050/1111] lr: 1.640e-03, eta: 14:52:34, time: 0.600, data_time: 0.038, memory: 27319, loss_cls: 0.2846, loss_bbox: 0.8501, loss_obj: 0.2407, loss: 1.3754 2023-02-25 22:31:34,411 - mmdet - INFO - Epoch [222][1100/1111] lr: 1.638e-03, eta: 14:52:03, time: 0.606, data_time: 0.026, memory: 27319, loss_cls: 0.2767, loss_bbox: 0.8172, loss_obj: 0.2387, loss: 1.3326 2023-02-25 22:32:28,763 - mmdet - INFO - Epoch [223][50/1111] lr: 1.637e-03, eta: 14:51:30, time: 0.983, data_time: 0.285, memory: 27319, loss_cls: 0.2734, loss_bbox: 0.8006, loss_obj: 0.2189, loss: 1.2929 2023-02-25 22:33:02,939 - mmdet - INFO - Epoch [223][100/1111] lr: 1.635e-03, eta: 14:51:00, time: 0.684, data_time: 0.023, memory: 27319, loss_cls: 0.2710, loss_bbox: 0.7951, loss_obj: 0.2312, loss: 1.2973 2023-02-25 22:33:33,925 - mmdet - INFO - Epoch [223][150/1111] lr: 1.633e-03, eta: 14:50:29, time: 0.620, data_time: 0.030, memory: 27319, loss_cls: 0.2832, loss_bbox: 0.8495, loss_obj: 0.2448, loss: 1.3775 2023-02-25 22:34:03,027 - mmdet - INFO - Epoch [223][200/1111] lr: 1.632e-03, eta: 14:49:58, time: 0.582, data_time: 0.028, memory: 27319, loss_cls: 0.2730, loss_bbox: 0.8070, loss_obj: 0.2239, loss: 1.3038 2023-02-25 22:34:36,662 - mmdet - INFO - Epoch [223][250/1111] lr: 1.630e-03, eta: 14:49:28, time: 0.673, data_time: 0.028, memory: 27319, loss_cls: 0.2698, loss_bbox: 0.7905, loss_obj: 0.2212, loss: 1.2815 2023-02-25 22:35:06,764 - mmdet - INFO - Epoch [223][300/1111] lr: 1.629e-03, eta: 14:48:56, time: 0.602, data_time: 0.036, memory: 27319, loss_cls: 0.2752, loss_bbox: 0.8147, loss_obj: 0.2233, loss: 1.3132 2023-02-25 22:35:38,858 - mmdet - INFO - Epoch [223][350/1111] lr: 1.627e-03, eta: 14:48:26, time: 0.642, data_time: 0.031, memory: 27319, loss_cls: 0.2764, loss_bbox: 0.8209, loss_obj: 0.2325, loss: 1.3298 2023-02-25 22:36:08,263 - mmdet - INFO - Epoch [223][400/1111] lr: 1.626e-03, eta: 14:47:55, time: 0.588, data_time: 0.031, memory: 27319, loss_cls: 0.2753, loss_bbox: 0.8151, loss_obj: 0.2277, loss: 1.3181 2023-02-25 22:36:34,577 - mmdet - INFO - Epoch [223][450/1111] lr: 1.624e-03, eta: 14:47:22, time: 0.526, data_time: 0.040, memory: 27319, loss_cls: 0.2880, loss_bbox: 0.8724, loss_obj: 0.2442, loss: 1.4046 2023-02-25 22:37:03,077 - mmdet - INFO - Epoch [223][500/1111] lr: 1.623e-03, eta: 14:46:50, time: 0.570, data_time: 0.043, memory: 27319, loss_cls: 0.2816, loss_bbox: 0.8456, loss_obj: 0.2389, loss: 1.3661 2023-02-25 22:37:35,283 - mmdet - INFO - Epoch [223][550/1111] lr: 1.621e-03, eta: 14:46:20, time: 0.644, data_time: 0.028, memory: 27319, loss_cls: 0.2755, loss_bbox: 0.8147, loss_obj: 0.2279, loss: 1.3181 2023-02-25 22:38:07,524 - mmdet - INFO - Epoch [223][600/1111] lr: 1.619e-03, eta: 14:45:50, time: 0.645, data_time: 0.029, memory: 27319, loss_cls: 0.2715, loss_bbox: 0.7996, loss_obj: 0.2293, loss: 1.3004 2023-02-25 22:38:39,750 - mmdet - INFO - Epoch [223][650/1111] lr: 1.618e-03, eta: 14:45:19, time: 0.645, data_time: 0.030, memory: 27319, loss_cls: 0.2734, loss_bbox: 0.8055, loss_obj: 0.2262, loss: 1.3051 2023-02-25 22:39:06,010 - mmdet - INFO - Epoch [223][700/1111] lr: 1.616e-03, eta: 14:44:47, time: 0.525, data_time: 0.034, memory: 27319, loss_cls: 0.2852, loss_bbox: 0.8586, loss_obj: 0.2458, loss: 1.3896 2023-02-25 22:39:36,286 - mmdet - INFO - Epoch [223][750/1111] lr: 1.615e-03, eta: 14:44:16, time: 0.605, data_time: 0.031, memory: 27319, loss_cls: 0.2761, loss_bbox: 0.8179, loss_obj: 0.2318, loss: 1.3258 2023-02-25 22:40:03,926 - mmdet - INFO - Epoch [223][800/1111] lr: 1.613e-03, eta: 14:43:44, time: 0.553, data_time: 0.035, memory: 27319, loss_cls: 0.2818, loss_bbox: 0.8473, loss_obj: 0.2391, loss: 1.3682 2023-02-25 22:40:31,684 - mmdet - INFO - Epoch [223][850/1111] lr: 1.612e-03, eta: 14:43:12, time: 0.555, data_time: 0.034, memory: 27319, loss_cls: 0.2809, loss_bbox: 0.8394, loss_obj: 0.2347, loss: 1.3550 2023-02-25 22:41:08,152 - mmdet - INFO - Epoch [223][900/1111] lr: 1.610e-03, eta: 14:42:43, time: 0.729, data_time: 0.022, memory: 27319, loss_cls: 0.2751, loss_bbox: 0.8102, loss_obj: 0.2398, loss: 1.3250 2023-02-25 22:41:41,364 - mmdet - INFO - Epoch [223][950/1111] lr: 1.609e-03, eta: 14:42:13, time: 0.664, data_time: 0.027, memory: 27319, loss_cls: 0.2749, loss_bbox: 0.8166, loss_obj: 0.2306, loss: 1.3222 2023-02-25 22:42:12,309 - mmdet - INFO - Epoch [223][1000/1111] lr: 1.607e-03, eta: 14:41:42, time: 0.619, data_time: 0.029, memory: 27319, loss_cls: 0.2739, loss_bbox: 0.8107, loss_obj: 0.2219, loss: 1.3065 2023-02-25 22:42:43,038 - mmdet - INFO - Epoch [223][1050/1111] lr: 1.606e-03, eta: 14:41:11, time: 0.615, data_time: 0.031, memory: 27319, loss_cls: 0.2777, loss_bbox: 0.8228, loss_obj: 0.2437, loss: 1.3442 2023-02-25 22:43:06,524 - mmdet - INFO - Epoch [223][1100/1111] lr: 1.604e-03, eta: 14:40:37, time: 0.470, data_time: 0.029, memory: 27319, loss_cls: 0.2863, loss_bbox: 0.8662, loss_obj: 0.2457, loss: 1.3983 2023-02-25 22:44:02,159 - mmdet - INFO - Epoch [224][50/1111] lr: 1.602e-03, eta: 14:40:04, time: 1.023, data_time: 0.248, memory: 27319, loss_cls: 0.2759, loss_bbox: 0.8192, loss_obj: 0.2339, loss: 1.3289 2023-02-25 22:44:31,004 - mmdet - INFO - Epoch [224][100/1111] lr: 1.601e-03, eta: 14:39:33, time: 0.577, data_time: 0.032, memory: 27319, loss_cls: 0.2820, loss_bbox: 0.8484, loss_obj: 0.2410, loss: 1.3714 2023-02-25 22:45:00,568 - mmdet - INFO - Epoch [224][150/1111] lr: 1.599e-03, eta: 14:39:01, time: 0.591, data_time: 0.029, memory: 27319, loss_cls: 0.2786, loss_bbox: 0.8270, loss_obj: 0.2301, loss: 1.3358 2023-02-25 22:45:34,970 - mmdet - INFO - Epoch [224][200/1111] lr: 1.598e-03, eta: 14:38:32, time: 0.688, data_time: 0.029, memory: 27319, loss_cls: 0.2744, loss_bbox: 0.8062, loss_obj: 0.2261, loss: 1.3067 2023-02-25 22:46:05,443 - mmdet - INFO - Epoch [224][250/1111] lr: 1.596e-03, eta: 14:38:01, time: 0.609, data_time: 0.033, memory: 27319, loss_cls: 0.2847, loss_bbox: 0.8546, loss_obj: 0.2509, loss: 1.3902 2023-02-25 22:46:38,700 - mmdet - INFO - Epoch [224][300/1111] lr: 1.594e-03, eta: 14:37:31, time: 0.665, data_time: 0.026, memory: 27319, loss_cls: 0.2756, loss_bbox: 0.8156, loss_obj: 0.2347, loss: 1.3259 2023-02-25 22:47:07,876 - mmdet - INFO - Epoch [224][350/1111] lr: 1.593e-03, eta: 14:36:59, time: 0.583, data_time: 0.032, memory: 27319, loss_cls: 0.2789, loss_bbox: 0.8286, loss_obj: 0.2348, loss: 1.3423 2023-02-25 22:47:40,158 - mmdet - INFO - Epoch [224][400/1111] lr: 1.591e-03, eta: 14:36:29, time: 0.646, data_time: 0.028, memory: 27319, loss_cls: 0.2715, loss_bbox: 0.7991, loss_obj: 0.2170, loss: 1.2876 2023-02-25 22:48:10,074 - mmdet - INFO - Epoch [224][450/1111] lr: 1.590e-03, eta: 14:35:58, time: 0.598, data_time: 0.033, memory: 27319, loss_cls: 0.2763, loss_bbox: 0.8148, loss_obj: 0.2291, loss: 1.3201 2023-02-25 22:48:41,035 - mmdet - INFO - Epoch [224][500/1111] lr: 1.588e-03, eta: 14:35:27, time: 0.619, data_time: 0.028, memory: 27319, loss_cls: 0.2800, loss_bbox: 0.8347, loss_obj: 0.2277, loss: 1.3424 2023-02-25 22:49:10,232 - mmdet - INFO - Epoch [224][550/1111] lr: 1.587e-03, eta: 14:34:55, time: 0.584, data_time: 0.037, memory: 27319, loss_cls: 0.2785, loss_bbox: 0.8314, loss_obj: 0.2356, loss: 1.3455 2023-02-25 22:49:44,614 - mmdet - INFO - Epoch [224][600/1111] lr: 1.585e-03, eta: 14:34:26, time: 0.687, data_time: 0.024, memory: 27319, loss_cls: 0.2745, loss_bbox: 0.8081, loss_obj: 0.2299, loss: 1.3125 2023-02-25 22:50:14,563 - mmdet - INFO - Epoch [224][650/1111] lr: 1.584e-03, eta: 14:33:54, time: 0.599, data_time: 0.036, memory: 27319, loss_cls: 0.2776, loss_bbox: 0.8252, loss_obj: 0.2313, loss: 1.3342 2023-02-25 22:50:47,986 - mmdet - INFO - Epoch [224][700/1111] lr: 1.582e-03, eta: 14:33:24, time: 0.668, data_time: 0.030, memory: 27319, loss_cls: 0.2766, loss_bbox: 0.8196, loss_obj: 0.2328, loss: 1.3290 2023-02-25 22:51:17,366 - mmdet - INFO - Epoch [224][750/1111] lr: 1.581e-03, eta: 14:32:53, time: 0.588, data_time: 0.032, memory: 27319, loss_cls: 0.2809, loss_bbox: 0.8448, loss_obj: 0.2387, loss: 1.3643 2023-02-25 22:51:46,954 - mmdet - INFO - Epoch [224][800/1111] lr: 1.579e-03, eta: 14:32:22, time: 0.592, data_time: 0.030, memory: 27319, loss_cls: 0.2786, loss_bbox: 0.8294, loss_obj: 0.2407, loss: 1.3487 2023-02-25 22:52:18,522 - mmdet - INFO - Epoch [224][850/1111] lr: 1.578e-03, eta: 14:31:51, time: 0.631, data_time: 0.029, memory: 27319, loss_cls: 0.2763, loss_bbox: 0.8197, loss_obj: 0.2322, loss: 1.3282 2023-02-25 22:52:49,024 - mmdet - INFO - Epoch [224][900/1111] lr: 1.576e-03, eta: 14:31:20, time: 0.610, data_time: 0.033, memory: 27319, loss_cls: 0.2821, loss_bbox: 0.8481, loss_obj: 0.2357, loss: 1.3659 2023-02-25 22:53:21,603 - mmdet - INFO - Epoch [224][950/1111] lr: 1.575e-03, eta: 14:30:50, time: 0.651, data_time: 0.028, memory: 27319, loss_cls: 0.2733, loss_bbox: 0.8062, loss_obj: 0.2280, loss: 1.3075 2023-02-25 22:53:54,757 - mmdet - INFO - Epoch [224][1000/1111] lr: 1.573e-03, eta: 14:30:20, time: 0.663, data_time: 0.028, memory: 27319, loss_cls: 0.2700, loss_bbox: 0.7904, loss_obj: 0.2263, loss: 1.2867 2023-02-25 22:54:24,484 - mmdet - INFO - Epoch [224][1050/1111] lr: 1.572e-03, eta: 14:29:48, time: 0.595, data_time: 0.031, memory: 27319, loss_cls: 0.2768, loss_bbox: 0.8200, loss_obj: 0.2332, loss: 1.3300 2023-02-25 22:54:56,013 - mmdet - INFO - Epoch [224][1100/1111] lr: 1.570e-03, eta: 14:29:18, time: 0.631, data_time: 0.021, memory: 27319, loss_cls: 0.2766, loss_bbox: 0.8163, loss_obj: 0.2333, loss: 1.3262 2023-02-25 22:55:47,254 - mmdet - INFO - Epoch [225][50/1111] lr: 1.568e-03, eta: 14:28:43, time: 0.935, data_time: 0.274, memory: 27319, loss_cls: 0.2807, loss_bbox: 0.8375, loss_obj: 0.2344, loss: 1.3526 2023-02-25 22:56:16,473 - mmdet - INFO - Epoch [225][100/1111] lr: 1.567e-03, eta: 14:28:12, time: 0.584, data_time: 0.029, memory: 27319, loss_cls: 0.2779, loss_bbox: 0.8253, loss_obj: 0.2295, loss: 1.3326 2023-02-25 22:56:46,778 - mmdet - INFO - Epoch [225][150/1111] lr: 1.565e-03, eta: 14:27:41, time: 0.606, data_time: 0.029, memory: 27319, loss_cls: 0.2729, loss_bbox: 0.8075, loss_obj: 0.2207, loss: 1.3011 2023-02-25 22:57:15,195 - mmdet - INFO - Epoch [225][200/1111] lr: 1.564e-03, eta: 14:27:09, time: 0.568, data_time: 0.029, memory: 27319, loss_cls: 0.2766, loss_bbox: 0.8244, loss_obj: 0.2315, loss: 1.3325 2023-02-25 22:57:50,093 - mmdet - INFO - Epoch [225][250/1111] lr: 1.562e-03, eta: 14:26:39, time: 0.698, data_time: 0.025, memory: 27319, loss_cls: 0.2722, loss_bbox: 0.7999, loss_obj: 0.2251, loss: 1.2972 2023-02-25 22:58:21,006 - mmdet - INFO - Epoch [225][300/1111] lr: 1.561e-03, eta: 14:26:08, time: 0.618, data_time: 0.032, memory: 27319, loss_cls: 0.2779, loss_bbox: 0.8251, loss_obj: 0.2361, loss: 1.3390 2023-02-25 22:58:49,263 - mmdet - INFO - Epoch [225][350/1111] lr: 1.559e-03, eta: 14:25:37, time: 0.565, data_time: 0.028, memory: 27319, loss_cls: 0.2769, loss_bbox: 0.8248, loss_obj: 0.2306, loss: 1.3323 2023-02-25 22:59:23,927 - mmdet - INFO - Epoch [225][400/1111] lr: 1.558e-03, eta: 14:25:07, time: 0.693, data_time: 0.023, memory: 27319, loss_cls: 0.2691, loss_bbox: 0.7873, loss_obj: 0.2194, loss: 1.2759 2023-02-25 22:59:55,724 - mmdet - INFO - Epoch [225][450/1111] lr: 1.556e-03, eta: 14:24:36, time: 0.636, data_time: 0.028, memory: 27319, loss_cls: 0.2735, loss_bbox: 0.8070, loss_obj: 0.2348, loss: 1.3153 2023-02-25 23:00:23,712 - mmdet - INFO - Epoch [225][500/1111] lr: 1.555e-03, eta: 14:24:05, time: 0.560, data_time: 0.031, memory: 27319, loss_cls: 0.2824, loss_bbox: 0.8448, loss_obj: 0.2402, loss: 1.3674 2023-02-25 23:00:56,247 - mmdet - INFO - Epoch [225][550/1111] lr: 1.553e-03, eta: 14:23:34, time: 0.651, data_time: 0.029, memory: 27319, loss_cls: 0.2743, loss_bbox: 0.8040, loss_obj: 0.2354, loss: 1.3137 2023-02-25 23:01:29,654 - mmdet - INFO - Epoch [225][600/1111] lr: 1.552e-03, eta: 14:23:04, time: 0.668, data_time: 0.023, memory: 27319, loss_cls: 0.2716, loss_bbox: 0.7964, loss_obj: 0.2287, loss: 1.2967 2023-02-25 23:01:59,955 - mmdet - INFO - Epoch [225][650/1111] lr: 1.550e-03, eta: 14:22:33, time: 0.606, data_time: 0.034, memory: 27319, loss_cls: 0.2775, loss_bbox: 0.8240, loss_obj: 0.2302, loss: 1.3317 2023-02-25 23:02:31,582 - mmdet - INFO - Epoch [225][700/1111] lr: 1.549e-03, eta: 14:22:03, time: 0.632, data_time: 0.028, memory: 27319, loss_cls: 0.2777, loss_bbox: 0.8293, loss_obj: 0.2420, loss: 1.3490 2023-02-25 23:03:04,727 - mmdet - INFO - Epoch [225][750/1111] lr: 1.547e-03, eta: 14:21:32, time: 0.663, data_time: 0.027, memory: 27319, loss_cls: 0.2765, loss_bbox: 0.8196, loss_obj: 0.2399, loss: 1.3360 2023-02-25 23:03:32,415 - mmdet - INFO - Epoch [225][800/1111] lr: 1.546e-03, eta: 14:21:00, time: 0.554, data_time: 0.036, memory: 27319, loss_cls: 0.2842, loss_bbox: 0.8530, loss_obj: 0.2540, loss: 1.3913 2023-02-25 23:04:00,445 - mmdet - INFO - Epoch [225][850/1111] lr: 1.544e-03, eta: 14:20:29, time: 0.561, data_time: 0.035, memory: 27319, loss_cls: 0.2893, loss_bbox: 0.8777, loss_obj: 0.2516, loss: 1.4185 2023-02-25 23:04:33,059 - mmdet - INFO - Epoch [225][900/1111] lr: 1.543e-03, eta: 14:19:58, time: 0.652, data_time: 0.025, memory: 27319, loss_cls: 0.2682, loss_bbox: 0.7819, loss_obj: 0.2239, loss: 1.2741 2023-02-25 23:05:04,548 - mmdet - INFO - Epoch [225][950/1111] lr: 1.541e-03, eta: 14:19:28, time: 0.630, data_time: 0.027, memory: 27319, loss_cls: 0.2743, loss_bbox: 0.8093, loss_obj: 0.2337, loss: 1.3173 2023-02-25 23:05:32,745 - mmdet - INFO - Epoch [225][1000/1111] lr: 1.540e-03, eta: 14:18:56, time: 0.564, data_time: 0.040, memory: 27319, loss_cls: 0.2858, loss_bbox: 0.8657, loss_obj: 0.2516, loss: 1.4031 2023-02-25 23:06:04,091 - mmdet - INFO - Epoch [225][1050/1111] lr: 1.538e-03, eta: 14:18:25, time: 0.627, data_time: 0.026, memory: 27319, loss_cls: 0.2782, loss_bbox: 0.8267, loss_obj: 0.2399, loss: 1.3448 2023-02-25 23:06:31,066 - mmdet - INFO - Epoch [225][1100/1111] lr: 1.537e-03, eta: 14:17:53, time: 0.539, data_time: 0.028, memory: 27319, loss_cls: 0.2789, loss_bbox: 0.8328, loss_obj: 0.2291, loss: 1.3407 2023-02-25 23:07:23,556 - mmdet - INFO - Epoch [226][50/1111] lr: 1.535e-03, eta: 14:17:18, time: 0.944, data_time: 0.269, memory: 27319, loss_cls: 0.2768, loss_bbox: 0.8242, loss_obj: 0.2248, loss: 1.3258 2023-02-25 23:07:51,309 - mmdet - INFO - Epoch [226][100/1111] lr: 1.533e-03, eta: 14:16:46, time: 0.555, data_time: 0.029, memory: 27319, loss_cls: 0.2740, loss_bbox: 0.8122, loss_obj: 0.2338, loss: 1.3200 2023-02-25 23:08:20,896 - mmdet - INFO - Epoch [226][150/1111] lr: 1.532e-03, eta: 14:16:15, time: 0.592, data_time: 0.036, memory: 27319, loss_cls: 0.2810, loss_bbox: 0.8405, loss_obj: 0.2474, loss: 1.3689 2023-02-25 23:08:48,662 - mmdet - INFO - Epoch [226][200/1111] lr: 1.530e-03, eta: 14:15:43, time: 0.555, data_time: 0.036, memory: 27319, loss_cls: 0.2816, loss_bbox: 0.8405, loss_obj: 0.2433, loss: 1.3653 2023-02-25 23:09:21,353 - mmdet - INFO - Epoch [226][250/1111] lr: 1.529e-03, eta: 14:15:13, time: 0.654, data_time: 0.029, memory: 27319, loss_cls: 0.2706, loss_bbox: 0.7948, loss_obj: 0.2262, loss: 1.2916 2023-02-25 23:09:49,809 - mmdet - INFO - Epoch [226][300/1111] lr: 1.527e-03, eta: 14:14:41, time: 0.569, data_time: 0.030, memory: 27319, loss_cls: 0.2773, loss_bbox: 0.8230, loss_obj: 0.2317, loss: 1.3319 2023-02-25 23:10:18,562 - mmdet - INFO - Epoch [226][350/1111] lr: 1.526e-03, eta: 14:14:10, time: 0.575, data_time: 0.033, memory: 27319, loss_cls: 0.2791, loss_bbox: 0.8317, loss_obj: 0.2454, loss: 1.3562 2023-02-25 23:10:48,871 - mmdet - INFO - Epoch [226][400/1111] lr: 1.524e-03, eta: 14:13:39, time: 0.606, data_time: 0.031, memory: 27319, loss_cls: 0.2745, loss_bbox: 0.8142, loss_obj: 0.2344, loss: 1.3230 2023-02-25 23:11:17,934 - mmdet - INFO - Epoch [226][450/1111] lr: 1.523e-03, eta: 14:13:07, time: 0.581, data_time: 0.038, memory: 27319, loss_cls: 0.2861, loss_bbox: 0.8605, loss_obj: 0.2498, loss: 1.3965 2023-02-25 23:11:46,938 - mmdet - INFO - Epoch [226][500/1111] lr: 1.521e-03, eta: 14:12:36, time: 0.580, data_time: 0.029, memory: 27319, loss_cls: 0.2817, loss_bbox: 0.8443, loss_obj: 0.2308, loss: 1.3568 2023-02-25 23:12:19,073 - mmdet - INFO - Epoch [226][550/1111] lr: 1.520e-03, eta: 14:12:05, time: 0.643, data_time: 0.029, memory: 27319, loss_cls: 0.2744, loss_bbox: 0.8120, loss_obj: 0.2377, loss: 1.3241 2023-02-25 23:12:48,691 - mmdet - INFO - Epoch [226][600/1111] lr: 1.518e-03, eta: 14:11:34, time: 0.592, data_time: 0.029, memory: 27319, loss_cls: 0.2736, loss_bbox: 0.8097, loss_obj: 0.2293, loss: 1.3126 2023-02-25 23:13:18,276 - mmdet - INFO - Epoch [226][650/1111] lr: 1.517e-03, eta: 14:11:03, time: 0.592, data_time: 0.032, memory: 27319, loss_cls: 0.2777, loss_bbox: 0.8263, loss_obj: 0.2309, loss: 1.3349 2023-02-25 23:13:50,721 - mmdet - INFO - Epoch [226][700/1111] lr: 1.515e-03, eta: 14:10:32, time: 0.649, data_time: 0.025, memory: 27319, loss_cls: 0.2750, loss_bbox: 0.8147, loss_obj: 0.2355, loss: 1.3253 2023-02-25 23:14:18,523 - mmdet - INFO - Epoch [226][750/1111] lr: 1.514e-03, eta: 14:10:00, time: 0.556, data_time: 0.038, memory: 27319, loss_cls: 0.2847, loss_bbox: 0.8568, loss_obj: 0.2418, loss: 1.3833 2023-02-25 23:14:47,744 - mmdet - INFO - Epoch [226][800/1111] lr: 1.512e-03, eta: 14:09:29, time: 0.584, data_time: 0.035, memory: 27319, loss_cls: 0.2787, loss_bbox: 0.8311, loss_obj: 0.2351, loss: 1.3449 2023-02-25 23:15:18,601 - mmdet - INFO - Epoch [226][850/1111] lr: 1.511e-03, eta: 14:08:58, time: 0.617, data_time: 0.025, memory: 27319, loss_cls: 0.2756, loss_bbox: 0.8187, loss_obj: 0.2348, loss: 1.3291 2023-02-25 23:15:52,722 - mmdet - INFO - Epoch [226][900/1111] lr: 1.510e-03, eta: 14:08:28, time: 0.682, data_time: 0.029, memory: 27319, loss_cls: 0.2731, loss_bbox: 0.8083, loss_obj: 0.2327, loss: 1.3141 2023-02-25 23:16:21,854 - mmdet - INFO - Epoch [226][950/1111] lr: 1.508e-03, eta: 14:07:57, time: 0.583, data_time: 0.028, memory: 27319, loss_cls: 0.2775, loss_bbox: 0.8265, loss_obj: 0.2324, loss: 1.3364 2023-02-25 23:16:50,433 - mmdet - INFO - Epoch [226][1000/1111] lr: 1.507e-03, eta: 14:07:25, time: 0.572, data_time: 0.030, memory: 27319, loss_cls: 0.2749, loss_bbox: 0.8134, loss_obj: 0.2347, loss: 1.3230 2023-02-25 23:17:22,125 - mmdet - INFO - Epoch [226][1050/1111] lr: 1.505e-03, eta: 14:06:54, time: 0.634, data_time: 0.028, memory: 27319, loss_cls: 0.2695, loss_bbox: 0.7934, loss_obj: 0.2246, loss: 1.2875 2023-02-25 23:17:53,122 - mmdet - INFO - Epoch [226][1100/1111] lr: 1.504e-03, eta: 14:06:24, time: 0.620, data_time: 0.027, memory: 27319, loss_cls: 0.2726, loss_bbox: 0.8026, loss_obj: 0.2260, loss: 1.3012 2023-02-25 23:18:48,146 - mmdet - INFO - Epoch [227][50/1111] lr: 1.502e-03, eta: 14:05:49, time: 0.966, data_time: 0.275, memory: 27319, loss_cls: 0.2718, loss_bbox: 0.8028, loss_obj: 0.2259, loss: 1.3004 2023-02-25 23:19:20,992 - mmdet - INFO - Epoch [227][100/1111] lr: 1.500e-03, eta: 14:05:19, time: 0.657, data_time: 0.026, memory: 27319, loss_cls: 0.2719, loss_bbox: 0.8005, loss_obj: 0.2279, loss: 1.3003 2023-02-25 23:19:51,942 - mmdet - INFO - Epoch [227][150/1111] lr: 1.499e-03, eta: 14:04:48, time: 0.619, data_time: 0.026, memory: 27319, loss_cls: 0.2759, loss_bbox: 0.8163, loss_obj: 0.2295, loss: 1.3217 2023-02-25 23:20:21,536 - mmdet - INFO - Epoch [227][200/1111] lr: 1.497e-03, eta: 14:04:17, time: 0.592, data_time: 0.029, memory: 27319, loss_cls: 0.2803, loss_bbox: 0.8349, loss_obj: 0.2309, loss: 1.3461 2023-02-25 23:20:51,135 - mmdet - INFO - Epoch [227][250/1111] lr: 1.496e-03, eta: 14:03:46, time: 0.592, data_time: 0.031, memory: 27319, loss_cls: 0.2731, loss_bbox: 0.8079, loss_obj: 0.2226, loss: 1.3036 2023-02-25 23:21:23,542 - mmdet - INFO - Epoch [227][300/1111] lr: 1.494e-03, eta: 14:03:15, time: 0.648, data_time: 0.024, memory: 27319, loss_cls: 0.2770, loss_bbox: 0.8234, loss_obj: 0.2328, loss: 1.3332 2023-02-25 23:21:52,364 - mmdet - INFO - Epoch [227][350/1111] lr: 1.493e-03, eta: 14:02:44, time: 0.576, data_time: 0.037, memory: 27319, loss_cls: 0.2801, loss_bbox: 0.8417, loss_obj: 0.2338, loss: 1.3556 2023-02-25 23:22:23,523 - mmdet - INFO - Epoch [227][400/1111] lr: 1.492e-03, eta: 14:02:13, time: 0.623, data_time: 0.027, memory: 27319, loss_cls: 0.2694, loss_bbox: 0.7858, loss_obj: 0.2136, loss: 1.2687 2023-02-25 23:22:53,961 - mmdet - INFO - Epoch [227][450/1111] lr: 1.490e-03, eta: 14:01:42, time: 0.609, data_time: 0.029, memory: 27319, loss_cls: 0.2718, loss_bbox: 0.8026, loss_obj: 0.2195, loss: 1.2938 2023-02-25 23:23:24,869 - mmdet - INFO - Epoch [227][500/1111] lr: 1.489e-03, eta: 14:01:11, time: 0.618, data_time: 0.029, memory: 27319, loss_cls: 0.2702, loss_bbox: 0.7932, loss_obj: 0.2170, loss: 1.2804 2023-02-25 23:23:57,459 - mmdet - INFO - Epoch [227][550/1111] lr: 1.487e-03, eta: 14:00:41, time: 0.652, data_time: 0.027, memory: 27319, loss_cls: 0.2756, loss_bbox: 0.8189, loss_obj: 0.2293, loss: 1.3238 2023-02-25 23:24:30,592 - mmdet - INFO - Epoch [227][600/1111] lr: 1.486e-03, eta: 14:00:11, time: 0.663, data_time: 0.028, memory: 27319, loss_cls: 0.2707, loss_bbox: 0.7996, loss_obj: 0.2371, loss: 1.3075 2023-02-25 23:25:02,320 - mmdet - INFO - Epoch [227][650/1111] lr: 1.484e-03, eta: 13:59:40, time: 0.635, data_time: 0.028, memory: 27319, loss_cls: 0.2725, loss_bbox: 0.8043, loss_obj: 0.2288, loss: 1.3056 2023-02-25 23:25:37,075 - mmdet - INFO - Epoch [227][700/1111] lr: 1.483e-03, eta: 13:59:10, time: 0.695, data_time: 0.028, memory: 27319, loss_cls: 0.2732, loss_bbox: 0.8073, loss_obj: 0.2346, loss: 1.3150 2023-02-25 23:26:11,161 - mmdet - INFO - Epoch [227][750/1111] lr: 1.481e-03, eta: 13:58:40, time: 0.681, data_time: 0.024, memory: 27319, loss_cls: 0.2724, loss_bbox: 0.8030, loss_obj: 0.2261, loss: 1.3014 2023-02-25 23:26:39,165 - mmdet - INFO - Epoch [227][800/1111] lr: 1.480e-03, eta: 13:58:09, time: 0.560, data_time: 0.033, memory: 27319, loss_cls: 0.2698, loss_bbox: 0.7931, loss_obj: 0.2233, loss: 1.2862 2023-02-25 23:27:09,169 - mmdet - INFO - Epoch [227][850/1111] lr: 1.478e-03, eta: 13:57:37, time: 0.600, data_time: 0.027, memory: 27319, loss_cls: 0.2704, loss_bbox: 0.7953, loss_obj: 0.2282, loss: 1.2940 2023-02-25 23:27:40,068 - mmdet - INFO - Epoch [227][900/1111] lr: 1.477e-03, eta: 13:57:07, time: 0.618, data_time: 0.029, memory: 27319, loss_cls: 0.2730, loss_bbox: 0.8028, loss_obj: 0.2231, loss: 1.2989 2023-02-25 23:28:07,085 - mmdet - INFO - Epoch [227][950/1111] lr: 1.475e-03, eta: 13:56:34, time: 0.540, data_time: 0.035, memory: 27319, loss_cls: 0.2799, loss_bbox: 0.8354, loss_obj: 0.2289, loss: 1.3442 2023-02-25 23:28:34,613 - mmdet - INFO - Epoch [227][1000/1111] lr: 1.474e-03, eta: 13:56:02, time: 0.550, data_time: 0.030, memory: 27319, loss_cls: 0.2789, loss_bbox: 0.8375, loss_obj: 0.2384, loss: 1.3548 2023-02-25 23:29:01,676 - mmdet - INFO - Epoch [227][1050/1111] lr: 1.473e-03, eta: 13:55:30, time: 0.541, data_time: 0.029, memory: 27319, loss_cls: 0.2761, loss_bbox: 0.8189, loss_obj: 0.2392, loss: 1.3341 2023-02-25 23:29:31,141 - mmdet - INFO - Epoch [227][1100/1111] lr: 1.471e-03, eta: 13:54:59, time: 0.589, data_time: 0.030, memory: 27319, loss_cls: 0.2749, loss_bbox: 0.8170, loss_obj: 0.2321, loss: 1.3240 2023-02-25 23:30:25,518 - mmdet - INFO - Epoch [228][50/1111] lr: 1.469e-03, eta: 13:54:24, time: 0.944, data_time: 0.267, memory: 27319, loss_cls: 0.2689, loss_bbox: 0.7906, loss_obj: 0.2311, loss: 1.2907 2023-02-25 23:30:51,795 - mmdet - INFO - Epoch [228][100/1111] lr: 1.468e-03, eta: 13:53:52, time: 0.525, data_time: 0.029, memory: 27319, loss_cls: 0.2821, loss_bbox: 0.8468, loss_obj: 0.2376, loss: 1.3665 2023-02-25 23:31:20,813 - mmdet - INFO - Epoch [228][150/1111] lr: 1.466e-03, eta: 13:53:21, time: 0.580, data_time: 0.028, memory: 27319, loss_cls: 0.2750, loss_bbox: 0.8164, loss_obj: 0.2338, loss: 1.3252 2023-02-25 23:31:50,251 - mmdet - INFO - Epoch [228][200/1111] lr: 1.465e-03, eta: 13:52:49, time: 0.589, data_time: 0.029, memory: 27319, loss_cls: 0.2752, loss_bbox: 0.8148, loss_obj: 0.2259, loss: 1.3158 2023-02-25 23:32:19,742 - mmdet - INFO - Epoch [228][250/1111] lr: 1.464e-03, eta: 13:52:18, time: 0.590, data_time: 0.030, memory: 27319, loss_cls: 0.2807, loss_bbox: 0.8409, loss_obj: 0.2428, loss: 1.3644 2023-02-25 23:32:52,071 - mmdet - INFO - Epoch [228][300/1111] lr: 1.462e-03, eta: 13:51:47, time: 0.647, data_time: 0.030, memory: 27319, loss_cls: 0.2683, loss_bbox: 0.7908, loss_obj: 0.2212, loss: 1.2804 2023-02-25 23:33:20,677 - mmdet - INFO - Epoch [228][350/1111] lr: 1.461e-03, eta: 13:51:16, time: 0.572, data_time: 0.025, memory: 27319, loss_cls: 0.2749, loss_bbox: 0.8113, loss_obj: 0.2247, loss: 1.3108 2023-02-25 23:33:50,136 - mmdet - INFO - Epoch [228][400/1111] lr: 1.459e-03, eta: 13:50:45, time: 0.589, data_time: 0.028, memory: 27319, loss_cls: 0.2754, loss_bbox: 0.8147, loss_obj: 0.2324, loss: 1.3224 2023-02-25 23:34:22,721 - mmdet - INFO - Epoch [228][450/1111] lr: 1.458e-03, eta: 13:50:14, time: 0.652, data_time: 0.025, memory: 27319, loss_cls: 0.2631, loss_bbox: 0.7655, loss_obj: 0.2246, loss: 1.2532 2023-02-25 23:34:54,139 - mmdet - INFO - Epoch [228][500/1111] lr: 1.456e-03, eta: 13:49:43, time: 0.628, data_time: 0.027, memory: 27319, loss_cls: 0.2737, loss_bbox: 0.8101, loss_obj: 0.2339, loss: 1.3176 2023-02-25 23:35:28,442 - mmdet - INFO - Epoch [228][550/1111] lr: 1.455e-03, eta: 13:49:14, time: 0.686, data_time: 0.027, memory: 27319, loss_cls: 0.2745, loss_bbox: 0.8089, loss_obj: 0.2341, loss: 1.3174 2023-02-25 23:35:56,107 - mmdet - INFO - Epoch [228][600/1111] lr: 1.453e-03, eta: 13:48:42, time: 0.553, data_time: 0.033, memory: 27319, loss_cls: 0.2808, loss_bbox: 0.8403, loss_obj: 0.2326, loss: 1.3537 2023-02-25 23:36:26,594 - mmdet - INFO - Epoch [228][650/1111] lr: 1.452e-03, eta: 13:48:11, time: 0.610, data_time: 0.027, memory: 27319, loss_cls: 0.2754, loss_bbox: 0.8157, loss_obj: 0.2410, loss: 1.3322 2023-02-25 23:36:56,680 - mmdet - INFO - Epoch [228][700/1111] lr: 1.451e-03, eta: 13:47:40, time: 0.602, data_time: 0.029, memory: 27319, loss_cls: 0.2753, loss_bbox: 0.8124, loss_obj: 0.2308, loss: 1.3185 2023-02-25 23:37:25,929 - mmdet - INFO - Epoch [228][750/1111] lr: 1.449e-03, eta: 13:47:08, time: 0.585, data_time: 0.030, memory: 27319, loss_cls: 0.2776, loss_bbox: 0.8212, loss_obj: 0.2250, loss: 1.3239 2023-02-25 23:37:54,478 - mmdet - INFO - Epoch [228][800/1111] lr: 1.448e-03, eta: 13:46:37, time: 0.571, data_time: 0.029, memory: 27319, loss_cls: 0.2839, loss_bbox: 0.8543, loss_obj: 0.2395, loss: 1.3777 2023-02-25 23:38:27,317 - mmdet - INFO - Epoch [228][850/1111] lr: 1.446e-03, eta: 13:46:06, time: 0.657, data_time: 0.030, memory: 27319, loss_cls: 0.2696, loss_bbox: 0.7907, loss_obj: 0.2230, loss: 1.2833 2023-02-25 23:38:58,670 - mmdet - INFO - Epoch [228][900/1111] lr: 1.445e-03, eta: 13:45:36, time: 0.627, data_time: 0.024, memory: 27319, loss_cls: 0.2751, loss_bbox: 0.8138, loss_obj: 0.2307, loss: 1.3195 2023-02-25 23:39:33,573 - mmdet - INFO - Epoch [228][950/1111] lr: 1.443e-03, eta: 13:45:06, time: 0.698, data_time: 0.029, memory: 27319, loss_cls: 0.2649, loss_bbox: 0.7720, loss_obj: 0.2257, loss: 1.2626 2023-02-25 23:40:04,919 - mmdet - INFO - Epoch [228][1000/1111] lr: 1.442e-03, eta: 13:44:35, time: 0.627, data_time: 0.028, memory: 27319, loss_cls: 0.2726, loss_bbox: 0.8066, loss_obj: 0.2269, loss: 1.3062 2023-02-25 23:40:36,152 - mmdet - INFO - Epoch [228][1050/1111] lr: 1.440e-03, eta: 13:44:04, time: 0.625, data_time: 0.034, memory: 27319, loss_cls: 0.2784, loss_bbox: 0.8275, loss_obj: 0.2367, loss: 1.3425 2023-02-25 23:41:05,974 - mmdet - INFO - Epoch [228][1100/1111] lr: 1.439e-03, eta: 13:43:33, time: 0.596, data_time: 0.021, memory: 27319, loss_cls: 0.2748, loss_bbox: 0.8164, loss_obj: 0.2330, loss: 1.3242 2023-02-25 23:42:00,798 - mmdet - INFO - Epoch [229][50/1111] lr: 1.437e-03, eta: 13:42:59, time: 0.950, data_time: 0.260, memory: 27319, loss_cls: 0.2733, loss_bbox: 0.8083, loss_obj: 0.2280, loss: 1.3096 2023-02-25 23:42:28,790 - mmdet - INFO - Epoch [229][100/1111] lr: 1.436e-03, eta: 13:42:27, time: 0.560, data_time: 0.030, memory: 27319, loss_cls: 0.2734, loss_bbox: 0.8051, loss_obj: 0.2254, loss: 1.3039 2023-02-25 23:43:00,296 - mmdet - INFO - Epoch [229][150/1111] lr: 1.434e-03, eta: 13:41:56, time: 0.630, data_time: 0.023, memory: 27319, loss_cls: 0.2698, loss_bbox: 0.7901, loss_obj: 0.2166, loss: 1.2765 2023-02-25 23:43:31,977 - mmdet - INFO - Epoch [229][200/1111] lr: 1.433e-03, eta: 13:41:26, time: 0.633, data_time: 0.030, memory: 27319, loss_cls: 0.2750, loss_bbox: 0.8160, loss_obj: 0.2417, loss: 1.3327 2023-02-25 23:44:05,740 - mmdet - INFO - Epoch [229][250/1111] lr: 1.432e-03, eta: 13:40:56, time: 0.675, data_time: 0.028, memory: 27319, loss_cls: 0.2744, loss_bbox: 0.8103, loss_obj: 0.2302, loss: 1.3149 2023-02-25 23:44:40,593 - mmdet - INFO - Epoch [229][300/1111] lr: 1.430e-03, eta: 13:40:26, time: 0.697, data_time: 0.030, memory: 27319, loss_cls: 0.2666, loss_bbox: 0.7784, loss_obj: 0.2280, loss: 1.2731 2023-02-25 23:45:10,321 - mmdet - INFO - Epoch [229][350/1111] lr: 1.429e-03, eta: 13:39:55, time: 0.595, data_time: 0.025, memory: 27319, loss_cls: 0.2713, loss_bbox: 0.8019, loss_obj: 0.2261, loss: 1.2992 2023-02-25 23:45:39,119 - mmdet - INFO - Epoch [229][400/1111] lr: 1.427e-03, eta: 13:39:23, time: 0.576, data_time: 0.031, memory: 27319, loss_cls: 0.2740, loss_bbox: 0.8130, loss_obj: 0.2329, loss: 1.3199 2023-02-25 23:46:10,331 - mmdet - INFO - Epoch [229][450/1111] lr: 1.426e-03, eta: 13:38:52, time: 0.624, data_time: 0.028, memory: 27319, loss_cls: 0.2646, loss_bbox: 0.7698, loss_obj: 0.2204, loss: 1.2548 2023-02-25 23:46:40,321 - mmdet - INFO - Epoch [229][500/1111] lr: 1.424e-03, eta: 13:38:21, time: 0.600, data_time: 0.025, memory: 27319, loss_cls: 0.2710, loss_bbox: 0.7979, loss_obj: 0.2280, loss: 1.2968 2023-02-25 23:47:13,311 - mmdet - INFO - Epoch [229][550/1111] lr: 1.423e-03, eta: 13:37:51, time: 0.660, data_time: 0.029, memory: 27319, loss_cls: 0.2750, loss_bbox: 0.8143, loss_obj: 0.2318, loss: 1.3211 2023-02-25 23:47:41,964 - mmdet - INFO - Epoch [229][600/1111] lr: 1.422e-03, eta: 13:37:19, time: 0.573, data_time: 0.027, memory: 27319, loss_cls: 0.2772, loss_bbox: 0.8261, loss_obj: 0.2270, loss: 1.3303 2023-02-25 23:48:08,211 - mmdet - INFO - Epoch [229][650/1111] lr: 1.420e-03, eta: 13:36:47, time: 0.525, data_time: 0.033, memory: 27319, loss_cls: 0.2761, loss_bbox: 0.8207, loss_obj: 0.2237, loss: 1.3205 2023-02-25 23:48:37,262 - mmdet - INFO - Epoch [229][700/1111] lr: 1.419e-03, eta: 13:36:16, time: 0.581, data_time: 0.035, memory: 27319, loss_cls: 0.2694, loss_bbox: 0.7909, loss_obj: 0.2289, loss: 1.2892 2023-02-25 23:49:06,174 - mmdet - INFO - Epoch [229][750/1111] lr: 1.417e-03, eta: 13:35:44, time: 0.578, data_time: 0.028, memory: 27319, loss_cls: 0.2781, loss_bbox: 0.8307, loss_obj: 0.2326, loss: 1.3414 2023-02-25 23:49:41,869 - mmdet - INFO - Epoch [229][800/1111] lr: 1.416e-03, eta: 13:35:15, time: 0.714, data_time: 0.025, memory: 27319, loss_cls: 0.2612, loss_bbox: 0.7594, loss_obj: 0.2179, loss: 1.2384 2023-02-25 23:50:12,830 - mmdet - INFO - Epoch [229][850/1111] lr: 1.415e-03, eta: 13:34:44, time: 0.619, data_time: 0.027, memory: 27319, loss_cls: 0.2671, loss_bbox: 0.7850, loss_obj: 0.2217, loss: 1.2738 2023-02-25 23:50:46,505 - mmdet - INFO - Epoch [229][900/1111] lr: 1.413e-03, eta: 13:34:14, time: 0.673, data_time: 0.026, memory: 27319, loss_cls: 0.2659, loss_bbox: 0.7769, loss_obj: 0.2174, loss: 1.2601 2023-02-25 23:51:13,500 - mmdet - INFO - Epoch [229][950/1111] lr: 1.412e-03, eta: 13:33:42, time: 0.540, data_time: 0.038, memory: 27319, loss_cls: 0.2802, loss_bbox: 0.8389, loss_obj: 0.2352, loss: 1.3543 2023-02-25 23:51:42,129 - mmdet - INFO - Epoch [229][1000/1111] lr: 1.410e-03, eta: 13:33:10, time: 0.572, data_time: 0.036, memory: 27319, loss_cls: 0.2767, loss_bbox: 0.8254, loss_obj: 0.2361, loss: 1.3381 2023-02-25 23:52:11,522 - mmdet - INFO - Epoch [229][1050/1111] lr: 1.409e-03, eta: 13:32:39, time: 0.588, data_time: 0.029, memory: 27319, loss_cls: 0.2713, loss_bbox: 0.8003, loss_obj: 0.2186, loss: 1.2902 2023-02-25 23:52:38,703 - mmdet - INFO - Epoch [229][1100/1111] lr: 1.407e-03, eta: 13:32:07, time: 0.544, data_time: 0.022, memory: 27319, loss_cls: 0.2764, loss_bbox: 0.8233, loss_obj: 0.2302, loss: 1.3298 2023-02-25 23:53:32,842 - mmdet - INFO - Epoch [230][50/1111] lr: 1.406e-03, eta: 13:31:32, time: 0.949, data_time: 0.266, memory: 27319, loss_cls: 0.2785, loss_bbox: 0.8310, loss_obj: 0.2378, loss: 1.3473 2023-02-25 23:54:02,361 - mmdet - INFO - Epoch [230][100/1111] lr: 1.404e-03, eta: 13:31:01, time: 0.590, data_time: 0.031, memory: 27319, loss_cls: 0.2756, loss_bbox: 0.8220, loss_obj: 0.2340, loss: 1.3316 2023-02-25 23:54:37,482 - mmdet - INFO - Epoch [230][150/1111] lr: 1.403e-03, eta: 13:30:31, time: 0.702, data_time: 0.026, memory: 27319, loss_cls: 0.2728, loss_bbox: 0.8076, loss_obj: 0.2353, loss: 1.3157 2023-02-25 23:55:07,378 - mmdet - INFO - Epoch [230][200/1111] lr: 1.402e-03, eta: 13:30:00, time: 0.598, data_time: 0.024, memory: 27319, loss_cls: 0.2730, loss_bbox: 0.8071, loss_obj: 0.2228, loss: 1.3029 2023-02-25 23:55:38,514 - mmdet - INFO - Epoch [230][250/1111] lr: 1.400e-03, eta: 13:29:29, time: 0.622, data_time: 0.030, memory: 27319, loss_cls: 0.2683, loss_bbox: 0.7851, loss_obj: 0.2243, loss: 1.2777 2023-02-25 23:56:11,774 - mmdet - INFO - Epoch [230][300/1111] lr: 1.399e-03, eta: 13:28:59, time: 0.666, data_time: 0.024, memory: 27319, loss_cls: 0.2704, loss_bbox: 0.7958, loss_obj: 0.2325, loss: 1.2987 2023-02-25 23:56:42,832 - mmdet - INFO - Epoch [230][350/1111] lr: 1.397e-03, eta: 13:28:28, time: 0.621, data_time: 0.029, memory: 27319, loss_cls: 0.2755, loss_bbox: 0.8211, loss_obj: 0.2291, loss: 1.3258 2023-02-25 23:57:13,093 - mmdet - INFO - Epoch [230][400/1111] lr: 1.396e-03, eta: 13:27:57, time: 0.605, data_time: 0.030, memory: 27319, loss_cls: 0.2749, loss_bbox: 0.8173, loss_obj: 0.2277, loss: 1.3200 2023-02-25 23:57:43,783 - mmdet - INFO - Epoch [230][450/1111] lr: 1.395e-03, eta: 13:27:26, time: 0.614, data_time: 0.027, memory: 27319, loss_cls: 0.2789, loss_bbox: 0.8344, loss_obj: 0.2345, loss: 1.3478 2023-02-25 23:58:14,134 - mmdet - INFO - Epoch [230][500/1111] lr: 1.393e-03, eta: 13:26:55, time: 0.607, data_time: 0.032, memory: 27319, loss_cls: 0.2686, loss_bbox: 0.7895, loss_obj: 0.2096, loss: 1.2676 2023-02-25 23:58:42,308 - mmdet - INFO - Epoch [230][550/1111] lr: 1.392e-03, eta: 13:26:24, time: 0.563, data_time: 0.035, memory: 27319, loss_cls: 0.2776, loss_bbox: 0.8276, loss_obj: 0.2372, loss: 1.3423 2023-02-25 23:59:11,715 - mmdet - INFO - Epoch [230][600/1111] lr: 1.390e-03, eta: 13:25:52, time: 0.588, data_time: 0.032, memory: 27319, loss_cls: 0.2778, loss_bbox: 0.8296, loss_obj: 0.2292, loss: 1.3366 2023-02-25 23:59:40,410 - mmdet - INFO - Epoch [230][650/1111] lr: 1.389e-03, eta: 13:25:21, time: 0.574, data_time: 0.027, memory: 27319, loss_cls: 0.2738, loss_bbox: 0.8127, loss_obj: 0.2260, loss: 1.3125 2023-02-26 00:00:09,390 - mmdet - INFO - Epoch [230][700/1111] lr: 1.388e-03, eta: 13:24:49, time: 0.580, data_time: 0.031, memory: 27319, loss_cls: 0.2717, loss_bbox: 0.8010, loss_obj: 0.2234, loss: 1.2962 2023-02-26 00:00:38,642 - mmdet - INFO - Epoch [230][750/1111] lr: 1.386e-03, eta: 13:24:18, time: 0.585, data_time: 0.033, memory: 27319, loss_cls: 0.2721, loss_bbox: 0.8060, loss_obj: 0.2230, loss: 1.3011 2023-02-26 00:01:08,211 - mmdet - INFO - Epoch [230][800/1111] lr: 1.385e-03, eta: 13:23:46, time: 0.591, data_time: 0.029, memory: 27319, loss_cls: 0.2703, loss_bbox: 0.7987, loss_obj: 0.2227, loss: 1.2918 2023-02-26 00:01:38,500 - mmdet - INFO - Epoch [230][850/1111] lr: 1.383e-03, eta: 13:23:15, time: 0.606, data_time: 0.034, memory: 27319, loss_cls: 0.2802, loss_bbox: 0.8395, loss_obj: 0.2467, loss: 1.3664 2023-02-26 00:02:06,022 - mmdet - INFO - Epoch [230][900/1111] lr: 1.382e-03, eta: 13:22:44, time: 0.550, data_time: 0.033, memory: 27319, loss_cls: 0.2796, loss_bbox: 0.8363, loss_obj: 0.2365, loss: 1.3524 2023-02-26 00:02:39,328 - mmdet - INFO - Epoch [230][950/1111] lr: 1.381e-03, eta: 13:22:13, time: 0.666, data_time: 0.025, memory: 27319, loss_cls: 0.2726, loss_bbox: 0.8005, loss_obj: 0.2275, loss: 1.3006 2023-02-26 00:03:07,772 - mmdet - INFO - Epoch [230][1000/1111] lr: 1.379e-03, eta: 13:21:42, time: 0.569, data_time: 0.030, memory: 27319, loss_cls: 0.2773, loss_bbox: 0.8265, loss_obj: 0.2426, loss: 1.3463 2023-02-26 00:03:37,821 - mmdet - INFO - Epoch [230][1050/1111] lr: 1.378e-03, eta: 13:21:11, time: 0.601, data_time: 0.028, memory: 27319, loss_cls: 0.2756, loss_bbox: 0.8205, loss_obj: 0.2386, loss: 1.3347 2023-02-26 00:04:11,249 - mmdet - INFO - Epoch [230][1100/1111] lr: 1.376e-03, eta: 13:20:40, time: 0.669, data_time: 0.028, memory: 27319, loss_cls: 0.2669, loss_bbox: 0.7809, loss_obj: 0.2203, loss: 1.2682 2023-02-26 00:04:16,415 - mmdet - INFO - Saving checkpoint at 230 epochs 2023-02-26 00:07:06,910 - mmdet - INFO - Evaluating bbox... 2023-02-26 00:07:22,323 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.896 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.970 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.939 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.088 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.785 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.945 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.914 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.914 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.914 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.270 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.841 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.957 2023-02-26 00:07:22,426 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 00:07:22,426 - mmdet - INFO - Epoch(val) [230][4200] bbox_mAP: 0.8958, bbox_mAP_50: 0.9699, bbox_mAP_75: 0.9390, bbox_mAP_s: 0.0884, bbox_mAP_m: 0.7850, bbox_mAP_l: 0.9452, bbox_mAP_copypaste: 0.8958 0.9699 0.9390 0.0884 0.7850 0.9452 2023-02-26 00:08:01,641 - mmdet - INFO - Epoch [231][50/1111] lr: 1.375e-03, eta: 13:20:03, time: 0.783, data_time: 0.171, memory: 27319, loss_cls: 0.2707, loss_bbox: 0.7980, loss_obj: 0.2168, loss: 1.2855 2023-02-26 00:08:32,056 - mmdet - INFO - Epoch [231][100/1111] lr: 1.373e-03, eta: 13:19:32, time: 0.608, data_time: 0.030, memory: 27319, loss_cls: 0.2720, loss_bbox: 0.8044, loss_obj: 0.2304, loss: 1.3069 2023-02-26 00:09:03,956 - mmdet - INFO - Epoch [231][150/1111] lr: 1.372e-03, eta: 13:19:02, time: 0.638, data_time: 0.029, memory: 27319, loss_cls: 0.2724, loss_bbox: 0.8047, loss_obj: 0.2290, loss: 1.3061 2023-02-26 00:09:35,771 - mmdet - INFO - Epoch [231][200/1111] lr: 1.371e-03, eta: 13:18:31, time: 0.636, data_time: 0.030, memory: 27319, loss_cls: 0.2750, loss_bbox: 0.8170, loss_obj: 0.2282, loss: 1.3203 2023-02-26 00:10:10,050 - mmdet - INFO - Epoch [231][250/1111] lr: 1.369e-03, eta: 13:18:01, time: 0.686, data_time: 0.026, memory: 27319, loss_cls: 0.2658, loss_bbox: 0.7754, loss_obj: 0.2197, loss: 1.2608 2023-02-26 00:10:38,009 - mmdet - INFO - Epoch [231][300/1111] lr: 1.368e-03, eta: 13:17:29, time: 0.559, data_time: 0.032, memory: 27319, loss_cls: 0.2794, loss_bbox: 0.8344, loss_obj: 0.2456, loss: 1.3595 2023-02-26 00:11:04,590 - mmdet - INFO - Epoch [231][350/1111] lr: 1.366e-03, eta: 13:16:57, time: 0.531, data_time: 0.029, memory: 27319, loss_cls: 0.2760, loss_bbox: 0.8234, loss_obj: 0.2320, loss: 1.3314 2023-02-26 00:11:34,411 - mmdet - INFO - Epoch [231][400/1111] lr: 1.365e-03, eta: 13:16:26, time: 0.597, data_time: 0.032, memory: 27319, loss_cls: 0.2714, loss_bbox: 0.8007, loss_obj: 0.2229, loss: 1.2949 2023-02-26 00:12:05,405 - mmdet - INFO - Epoch [231][450/1111] lr: 1.364e-03, eta: 13:15:55, time: 0.620, data_time: 0.029, memory: 27319, loss_cls: 0.2668, loss_bbox: 0.7829, loss_obj: 0.2158, loss: 1.2656 2023-02-26 00:12:36,716 - mmdet - INFO - Epoch [231][500/1111] lr: 1.362e-03, eta: 13:15:24, time: 0.626, data_time: 0.027, memory: 27319, loss_cls: 0.2725, loss_bbox: 0.8043, loss_obj: 0.2335, loss: 1.3104 2023-02-26 00:13:05,494 - mmdet - INFO - Epoch [231][550/1111] lr: 1.361e-03, eta: 13:14:53, time: 0.575, data_time: 0.033, memory: 27319, loss_cls: 0.2734, loss_bbox: 0.8143, loss_obj: 0.2332, loss: 1.3209 2023-02-26 00:13:38,382 - mmdet - INFO - Epoch [231][600/1111] lr: 1.360e-03, eta: 13:14:23, time: 0.658, data_time: 0.025, memory: 27319, loss_cls: 0.2675, loss_bbox: 0.7816, loss_obj: 0.2155, loss: 1.2645 2023-02-26 00:14:07,211 - mmdet - INFO - Epoch [231][650/1111] lr: 1.358e-03, eta: 13:13:51, time: 0.577, data_time: 0.032, memory: 27319, loss_cls: 0.2804, loss_bbox: 0.8410, loss_obj: 0.2360, loss: 1.3574 2023-02-26 00:14:32,453 - mmdet - INFO - Epoch [231][700/1111] lr: 1.357e-03, eta: 13:13:19, time: 0.505, data_time: 0.035, memory: 27319, loss_cls: 0.2821, loss_bbox: 0.8517, loss_obj: 0.2406, loss: 1.3744 2023-02-26 00:15:07,522 - mmdet - INFO - Epoch [231][750/1111] lr: 1.355e-03, eta: 13:12:49, time: 0.701, data_time: 0.027, memory: 27319, loss_cls: 0.2653, loss_bbox: 0.7690, loss_obj: 0.2201, loss: 1.2545 2023-02-26 00:15:35,697 - mmdet - INFO - Epoch [231][800/1111] lr: 1.354e-03, eta: 13:12:17, time: 0.564, data_time: 0.032, memory: 27319, loss_cls: 0.2779, loss_bbox: 0.8268, loss_obj: 0.2286, loss: 1.3333 2023-02-26 00:16:05,147 - mmdet - INFO - Epoch [231][850/1111] lr: 1.353e-03, eta: 13:11:46, time: 0.589, data_time: 0.032, memory: 27319, loss_cls: 0.2802, loss_bbox: 0.8384, loss_obj: 0.2314, loss: 1.3499 2023-02-26 00:16:36,157 - mmdet - INFO - Epoch [231][900/1111] lr: 1.351e-03, eta: 13:11:15, time: 0.620, data_time: 0.035, memory: 27319, loss_cls: 0.2801, loss_bbox: 0.8395, loss_obj: 0.2384, loss: 1.3580 2023-02-26 00:17:06,942 - mmdet - INFO - Epoch [231][950/1111] lr: 1.350e-03, eta: 13:10:44, time: 0.615, data_time: 0.030, memory: 27319, loss_cls: 0.2722, loss_bbox: 0.8039, loss_obj: 0.2312, loss: 1.3072 2023-02-26 00:17:39,080 - mmdet - INFO - Epoch [231][1000/1111] lr: 1.349e-03, eta: 13:10:14, time: 0.643, data_time: 0.033, memory: 27319, loss_cls: 0.2705, loss_bbox: 0.7954, loss_obj: 0.2244, loss: 1.2904 2023-02-26 00:18:05,730 - mmdet - INFO - Epoch [231][1050/1111] lr: 1.347e-03, eta: 13:09:42, time: 0.533, data_time: 0.039, memory: 27319, loss_cls: 0.2722, loss_bbox: 0.8057, loss_obj: 0.2228, loss: 1.3007 2023-02-26 00:18:32,327 - mmdet - INFO - Epoch [231][1100/1111] lr: 1.346e-03, eta: 13:09:09, time: 0.532, data_time: 0.025, memory: 27319, loss_cls: 0.2789, loss_bbox: 0.8361, loss_obj: 0.2294, loss: 1.3444 2023-02-26 00:19:29,689 - mmdet - INFO - Epoch [232][50/1111] lr: 1.344e-03, eta: 13:08:35, time: 0.978, data_time: 0.256, memory: 27319, loss_cls: 0.2740, loss_bbox: 0.8119, loss_obj: 0.2256, loss: 1.3115 2023-02-26 00:20:00,420 - mmdet - INFO - Epoch [232][100/1111] lr: 1.343e-03, eta: 13:08:04, time: 0.614, data_time: 0.026, memory: 27319, loss_cls: 0.2711, loss_bbox: 0.7993, loss_obj: 0.2253, loss: 1.2956 2023-02-26 00:20:31,172 - mmdet - INFO - Epoch [232][150/1111] lr: 1.341e-03, eta: 13:07:33, time: 0.615, data_time: 0.025, memory: 27319, loss_cls: 0.2751, loss_bbox: 0.8135, loss_obj: 0.2338, loss: 1.3224 2023-02-26 00:21:03,312 - mmdet - INFO - Epoch [232][200/1111] lr: 1.340e-03, eta: 13:07:03, time: 0.643, data_time: 0.028, memory: 27319, loss_cls: 0.2693, loss_bbox: 0.7911, loss_obj: 0.2257, loss: 1.2861 2023-02-26 00:21:35,661 - mmdet - INFO - Epoch [232][250/1111] lr: 1.339e-03, eta: 13:06:32, time: 0.647, data_time: 0.026, memory: 27319, loss_cls: 0.2705, loss_bbox: 0.7934, loss_obj: 0.2258, loss: 1.2896 2023-02-26 00:22:08,425 - mmdet - INFO - Epoch [232][300/1111] lr: 1.337e-03, eta: 13:06:02, time: 0.655, data_time: 0.027, memory: 27319, loss_cls: 0.2709, loss_bbox: 0.7980, loss_obj: 0.2307, loss: 1.2996 2023-02-26 00:22:36,869 - mmdet - INFO - Epoch [232][350/1111] lr: 1.336e-03, eta: 13:05:30, time: 0.569, data_time: 0.026, memory: 27319, loss_cls: 0.2707, loss_bbox: 0.8014, loss_obj: 0.2305, loss: 1.3026 2023-02-26 00:23:08,238 - mmdet - INFO - Epoch [232][400/1111] lr: 1.335e-03, eta: 13:05:00, time: 0.627, data_time: 0.026, memory: 27319, loss_cls: 0.2686, loss_bbox: 0.7881, loss_obj: 0.2189, loss: 1.2756 2023-02-26 00:23:40,050 - mmdet - INFO - Epoch [232][450/1111] lr: 1.333e-03, eta: 13:04:29, time: 0.636, data_time: 0.026, memory: 27319, loss_cls: 0.2662, loss_bbox: 0.7793, loss_obj: 0.2188, loss: 1.2643 2023-02-26 00:24:09,364 - mmdet - INFO - Epoch [232][500/1111] lr: 1.332e-03, eta: 13:03:58, time: 0.586, data_time: 0.030, memory: 27319, loss_cls: 0.2709, loss_bbox: 0.8004, loss_obj: 0.2222, loss: 1.2935 2023-02-26 00:24:39,672 - mmdet - INFO - Epoch [232][550/1111] lr: 1.331e-03, eta: 13:03:27, time: 0.606, data_time: 0.028, memory: 27319, loss_cls: 0.2773, loss_bbox: 0.8247, loss_obj: 0.2313, loss: 1.3332 2023-02-26 00:25:10,760 - mmdet - INFO - Epoch [232][600/1111] lr: 1.329e-03, eta: 13:02:56, time: 0.622, data_time: 0.028, memory: 27319, loss_cls: 0.2720, loss_bbox: 0.8045, loss_obj: 0.2256, loss: 1.3021 2023-02-26 00:25:39,138 - mmdet - INFO - Epoch [232][650/1111] lr: 1.328e-03, eta: 13:02:24, time: 0.567, data_time: 0.034, memory: 27319, loss_cls: 0.2726, loss_bbox: 0.8063, loss_obj: 0.2232, loss: 1.3020 2023-02-26 00:26:06,504 - mmdet - INFO - Epoch [232][700/1111] lr: 1.326e-03, eta: 13:01:52, time: 0.548, data_time: 0.034, memory: 27319, loss_cls: 0.2784, loss_bbox: 0.8338, loss_obj: 0.2283, loss: 1.3405 2023-02-26 00:26:38,440 - mmdet - INFO - Epoch [232][750/1111] lr: 1.325e-03, eta: 13:01:22, time: 0.639, data_time: 0.034, memory: 27319, loss_cls: 0.2754, loss_bbox: 0.8152, loss_obj: 0.2269, loss: 1.3176 2023-02-26 00:27:09,702 - mmdet - INFO - Epoch [232][800/1111] lr: 1.324e-03, eta: 13:00:51, time: 0.625, data_time: 0.025, memory: 27319, loss_cls: 0.2724, loss_bbox: 0.8062, loss_obj: 0.2266, loss: 1.3053 2023-02-26 00:27:44,383 - mmdet - INFO - Epoch [232][850/1111] lr: 1.322e-03, eta: 13:00:21, time: 0.693, data_time: 0.026, memory: 27319, loss_cls: 0.2697, loss_bbox: 0.7913, loss_obj: 0.2281, loss: 1.2890 2023-02-26 00:28:16,534 - mmdet - INFO - Epoch [232][900/1111] lr: 1.321e-03, eta: 12:59:51, time: 0.643, data_time: 0.028, memory: 27319, loss_cls: 0.2634, loss_bbox: 0.7688, loss_obj: 0.2228, loss: 1.2550 2023-02-26 00:28:45,721 - mmdet - INFO - Epoch [232][950/1111] lr: 1.320e-03, eta: 12:59:19, time: 0.584, data_time: 0.034, memory: 27319, loss_cls: 0.2791, loss_bbox: 0.8349, loss_obj: 0.2294, loss: 1.3434 2023-02-26 00:29:18,281 - mmdet - INFO - Epoch [232][1000/1111] lr: 1.318e-03, eta: 12:58:49, time: 0.651, data_time: 0.026, memory: 27319, loss_cls: 0.2697, loss_bbox: 0.7951, loss_obj: 0.2310, loss: 1.2958 2023-02-26 00:29:47,872 - mmdet - INFO - Epoch [232][1050/1111] lr: 1.317e-03, eta: 12:58:18, time: 0.592, data_time: 0.031, memory: 27319, loss_cls: 0.2792, loss_bbox: 0.8368, loss_obj: 0.2435, loss: 1.3595 2023-02-26 00:30:17,949 - mmdet - INFO - Epoch [232][1100/1111] lr: 1.316e-03, eta: 12:57:46, time: 0.602, data_time: 0.024, memory: 27319, loss_cls: 0.2741, loss_bbox: 0.8136, loss_obj: 0.2286, loss: 1.3163 2023-02-26 00:31:11,422 - mmdet - INFO - Epoch [233][50/1111] lr: 1.314e-03, eta: 12:57:12, time: 0.941, data_time: 0.273, memory: 27319, loss_cls: 0.2762, loss_bbox: 0.8230, loss_obj: 0.2313, loss: 1.3305 2023-02-26 00:31:42,236 - mmdet - INFO - Epoch [233][100/1111] lr: 1.313e-03, eta: 12:56:41, time: 0.616, data_time: 0.026, memory: 27319, loss_cls: 0.2775, loss_bbox: 0.8253, loss_obj: 0.2334, loss: 1.3362 2023-02-26 00:32:13,532 - mmdet - INFO - Epoch [233][150/1111] lr: 1.311e-03, eta: 12:56:10, time: 0.626, data_time: 0.029, memory: 27319, loss_cls: 0.2745, loss_bbox: 0.8162, loss_obj: 0.2362, loss: 1.3269 2023-02-26 00:32:44,092 - mmdet - INFO - Epoch [233][200/1111] lr: 1.310e-03, eta: 12:55:39, time: 0.611, data_time: 0.031, memory: 27319, loss_cls: 0.2775, loss_bbox: 0.8296, loss_obj: 0.2399, loss: 1.3470 2023-02-26 00:33:14,289 - mmdet - INFO - Epoch [233][250/1111] lr: 1.309e-03, eta: 12:55:08, time: 0.604, data_time: 0.025, memory: 27319, loss_cls: 0.2728, loss_bbox: 0.8104, loss_obj: 0.2401, loss: 1.3233 2023-02-26 00:33:45,461 - mmdet - INFO - Epoch [233][300/1111] lr: 1.307e-03, eta: 12:54:37, time: 0.623, data_time: 0.030, memory: 27319, loss_cls: 0.2758, loss_bbox: 0.8233, loss_obj: 0.2280, loss: 1.3271 2023-02-26 00:34:17,053 - mmdet - INFO - Epoch [233][350/1111] lr: 1.306e-03, eta: 12:54:06, time: 0.632, data_time: 0.034, memory: 27319, loss_cls: 0.2695, loss_bbox: 0.7917, loss_obj: 0.2270, loss: 1.2882 2023-02-26 00:34:43,234 - mmdet - INFO - Epoch [233][400/1111] lr: 1.305e-03, eta: 12:53:34, time: 0.524, data_time: 0.035, memory: 27319, loss_cls: 0.2840, loss_bbox: 0.8611, loss_obj: 0.2445, loss: 1.3897 2023-02-26 00:35:18,031 - mmdet - INFO - Epoch [233][450/1111] lr: 1.303e-03, eta: 12:53:04, time: 0.696, data_time: 0.024, memory: 27319, loss_cls: 0.2634, loss_bbox: 0.7609, loss_obj: 0.2159, loss: 1.2401 2023-02-26 00:35:47,928 - mmdet - INFO - Epoch [233][500/1111] lr: 1.302e-03, eta: 12:52:33, time: 0.598, data_time: 0.030, memory: 27319, loss_cls: 0.2753, loss_bbox: 0.8165, loss_obj: 0.2285, loss: 1.3203 2023-02-26 00:36:17,823 - mmdet - INFO - Epoch [233][550/1111] lr: 1.301e-03, eta: 12:52:02, time: 0.598, data_time: 0.035, memory: 27319, loss_cls: 0.2739, loss_bbox: 0.8093, loss_obj: 0.2313, loss: 1.3145 2023-02-26 00:36:45,999 - mmdet - INFO - Epoch [233][600/1111] lr: 1.299e-03, eta: 12:51:30, time: 0.563, data_time: 0.039, memory: 27319, loss_cls: 0.2791, loss_bbox: 0.8347, loss_obj: 0.2368, loss: 1.3506 2023-02-26 00:37:15,663 - mmdet - INFO - Epoch [233][650/1111] lr: 1.298e-03, eta: 12:50:59, time: 0.593, data_time: 0.029, memory: 27319, loss_cls: 0.2798, loss_bbox: 0.8385, loss_obj: 0.2369, loss: 1.3552 2023-02-26 00:37:44,083 - mmdet - INFO - Epoch [233][700/1111] lr: 1.297e-03, eta: 12:50:27, time: 0.568, data_time: 0.029, memory: 27319, loss_cls: 0.2708, loss_bbox: 0.7946, loss_obj: 0.2256, loss: 1.2910 2023-02-26 00:38:11,747 - mmdet - INFO - Epoch [233][750/1111] lr: 1.295e-03, eta: 12:49:56, time: 0.554, data_time: 0.031, memory: 27319, loss_cls: 0.2710, loss_bbox: 0.8019, loss_obj: 0.2252, loss: 1.2980 2023-02-26 00:38:42,682 - mmdet - INFO - Epoch [233][800/1111] lr: 1.294e-03, eta: 12:49:25, time: 0.619, data_time: 0.030, memory: 27319, loss_cls: 0.2687, loss_bbox: 0.7922, loss_obj: 0.2230, loss: 1.2838 2023-02-26 00:39:11,205 - mmdet - INFO - Epoch [233][850/1111] lr: 1.293e-03, eta: 12:48:53, time: 0.570, data_time: 0.030, memory: 27319, loss_cls: 0.2735, loss_bbox: 0.8109, loss_obj: 0.2222, loss: 1.3067 2023-02-26 00:39:40,792 - mmdet - INFO - Epoch [233][900/1111] lr: 1.291e-03, eta: 12:48:22, time: 0.592, data_time: 0.034, memory: 27319, loss_cls: 0.2704, loss_bbox: 0.7939, loss_obj: 0.2185, loss: 1.2827 2023-02-26 00:40:09,451 - mmdet - INFO - Epoch [233][950/1111] lr: 1.290e-03, eta: 12:47:50, time: 0.573, data_time: 0.028, memory: 27319, loss_cls: 0.2778, loss_bbox: 0.8280, loss_obj: 0.2326, loss: 1.3385 2023-02-26 00:40:38,190 - mmdet - INFO - Epoch [233][1000/1111] lr: 1.289e-03, eta: 12:47:19, time: 0.575, data_time: 0.033, memory: 27319, loss_cls: 0.2760, loss_bbox: 0.8219, loss_obj: 0.2269, loss: 1.3248 2023-02-26 00:41:07,272 - mmdet - INFO - Epoch [233][1050/1111] lr: 1.287e-03, eta: 12:46:48, time: 0.582, data_time: 0.033, memory: 27319, loss_cls: 0.2776, loss_bbox: 0.8275, loss_obj: 0.2318, loss: 1.3369 2023-02-26 00:41:34,722 - mmdet - INFO - Epoch [233][1100/1111] lr: 1.286e-03, eta: 12:46:16, time: 0.549, data_time: 0.025, memory: 27319, loss_cls: 0.2768, loss_bbox: 0.8257, loss_obj: 0.2272, loss: 1.3297 2023-02-26 00:42:31,260 - mmdet - INFO - Epoch [234][50/1111] lr: 1.284e-03, eta: 12:45:41, time: 0.965, data_time: 0.259, memory: 27319, loss_cls: 0.2681, loss_bbox: 0.7827, loss_obj: 0.2169, loss: 1.2678 2023-02-26 00:42:59,080 - mmdet - INFO - Epoch [234][100/1111] lr: 1.283e-03, eta: 12:45:09, time: 0.556, data_time: 0.030, memory: 27319, loss_cls: 0.2712, loss_bbox: 0.8028, loss_obj: 0.2188, loss: 1.2927 2023-02-26 00:43:27,909 - mmdet - INFO - Epoch [234][150/1111] lr: 1.282e-03, eta: 12:44:38, time: 0.577, data_time: 0.030, memory: 27319, loss_cls: 0.2825, loss_bbox: 0.8486, loss_obj: 0.2325, loss: 1.3636 2023-02-26 00:43:57,375 - mmdet - INFO - Epoch [234][200/1111] lr: 1.280e-03, eta: 12:44:07, time: 0.589, data_time: 0.029, memory: 27319, loss_cls: 0.2700, loss_bbox: 0.7951, loss_obj: 0.2209, loss: 1.2860 2023-02-26 00:44:27,340 - mmdet - INFO - Epoch [234][250/1111] lr: 1.279e-03, eta: 12:43:35, time: 0.599, data_time: 0.028, memory: 27319, loss_cls: 0.2716, loss_bbox: 0.8024, loss_obj: 0.2223, loss: 1.2964 2023-02-26 00:44:56,597 - mmdet - INFO - Epoch [234][300/1111] lr: 1.278e-03, eta: 12:43:04, time: 0.585, data_time: 0.029, memory: 27319, loss_cls: 0.2694, loss_bbox: 0.7908, loss_obj: 0.2183, loss: 1.2785 2023-02-26 00:45:28,536 - mmdet - INFO - Epoch [234][350/1111] lr: 1.277e-03, eta: 12:42:34, time: 0.639, data_time: 0.027, memory: 27319, loss_cls: 0.2659, loss_bbox: 0.7795, loss_obj: 0.2161, loss: 1.2615 2023-02-26 00:45:55,590 - mmdet - INFO - Epoch [234][400/1111] lr: 1.275e-03, eta: 12:42:02, time: 0.541, data_time: 0.032, memory: 27319, loss_cls: 0.2786, loss_bbox: 0.8337, loss_obj: 0.2423, loss: 1.3546 2023-02-26 00:46:26,278 - mmdet - INFO - Epoch [234][450/1111] lr: 1.274e-03, eta: 12:41:31, time: 0.614, data_time: 0.028, memory: 27319, loss_cls: 0.2730, loss_bbox: 0.8067, loss_obj: 0.2322, loss: 1.3119 2023-02-26 00:46:55,991 - mmdet - INFO - Epoch [234][500/1111] lr: 1.273e-03, eta: 12:40:59, time: 0.594, data_time: 0.028, memory: 27319, loss_cls: 0.2715, loss_bbox: 0.8026, loss_obj: 0.2227, loss: 1.2969 2023-02-26 00:47:24,513 - mmdet - INFO - Epoch [234][550/1111] lr: 1.271e-03, eta: 12:40:28, time: 0.571, data_time: 0.033, memory: 27319, loss_cls: 0.2723, loss_bbox: 0.8025, loss_obj: 0.2228, loss: 1.2975 2023-02-26 00:47:58,552 - mmdet - INFO - Epoch [234][600/1111] lr: 1.270e-03, eta: 12:39:58, time: 0.681, data_time: 0.024, memory: 27319, loss_cls: 0.2649, loss_bbox: 0.7739, loss_obj: 0.2152, loss: 1.2540 2023-02-26 00:48:26,786 - mmdet - INFO - Epoch [234][650/1111] lr: 1.269e-03, eta: 12:39:26, time: 0.565, data_time: 0.032, memory: 27319, loss_cls: 0.2698, loss_bbox: 0.7924, loss_obj: 0.2168, loss: 1.2789 2023-02-26 00:48:55,381 - mmdet - INFO - Epoch [234][700/1111] lr: 1.267e-03, eta: 12:38:55, time: 0.572, data_time: 0.036, memory: 27319, loss_cls: 0.2751, loss_bbox: 0.8195, loss_obj: 0.2225, loss: 1.3170 2023-02-26 00:49:25,837 - mmdet - INFO - Epoch [234][750/1111] lr: 1.266e-03, eta: 12:38:24, time: 0.609, data_time: 0.031, memory: 27319, loss_cls: 0.2695, loss_bbox: 0.7957, loss_obj: 0.2213, loss: 1.2866 2023-02-26 00:49:58,542 - mmdet - INFO - Epoch [234][800/1111] lr: 1.265e-03, eta: 12:37:53, time: 0.654, data_time: 0.029, memory: 27319, loss_cls: 0.2727, loss_bbox: 0.8038, loss_obj: 0.2202, loss: 1.2967 2023-02-26 00:50:30,271 - mmdet - INFO - Epoch [234][850/1111] lr: 1.263e-03, eta: 12:37:23, time: 0.634, data_time: 0.028, memory: 27319, loss_cls: 0.2714, loss_bbox: 0.8002, loss_obj: 0.2305, loss: 1.3021 2023-02-26 00:51:01,943 - mmdet - INFO - Epoch [234][900/1111] lr: 1.262e-03, eta: 12:36:52, time: 0.633, data_time: 0.031, memory: 27319, loss_cls: 0.2725, loss_bbox: 0.8096, loss_obj: 0.2223, loss: 1.3044 2023-02-26 00:51:31,498 - mmdet - INFO - Epoch [234][950/1111] lr: 1.261e-03, eta: 12:36:21, time: 0.591, data_time: 0.031, memory: 27319, loss_cls: 0.2758, loss_bbox: 0.8214, loss_obj: 0.2254, loss: 1.3226 2023-02-26 00:52:00,200 - mmdet - INFO - Epoch [234][1000/1111] lr: 1.260e-03, eta: 12:35:49, time: 0.574, data_time: 0.030, memory: 27319, loss_cls: 0.2693, loss_bbox: 0.7973, loss_obj: 0.2259, loss: 1.2925 2023-02-26 00:52:29,449 - mmdet - INFO - Epoch [234][1050/1111] lr: 1.258e-03, eta: 12:35:18, time: 0.585, data_time: 0.034, memory: 27319, loss_cls: 0.2729, loss_bbox: 0.8088, loss_obj: 0.2268, loss: 1.3084 2023-02-26 00:52:58,122 - mmdet - INFO - Epoch [234][1100/1111] lr: 1.257e-03, eta: 12:34:46, time: 0.573, data_time: 0.022, memory: 27319, loss_cls: 0.2718, loss_bbox: 0.8056, loss_obj: 0.2316, loss: 1.3091 2023-02-26 00:53:53,459 - mmdet - INFO - Epoch [235][50/1111] lr: 1.255e-03, eta: 12:34:11, time: 0.935, data_time: 0.264, memory: 27319, loss_cls: 0.2706, loss_bbox: 0.7985, loss_obj: 0.2250, loss: 1.2940 2023-02-26 00:54:21,026 - mmdet - INFO - Epoch [235][100/1111] lr: 1.254e-03, eta: 12:33:40, time: 0.551, data_time: 0.022, memory: 27319, loss_cls: 0.2709, loss_bbox: 0.8017, loss_obj: 0.2229, loss: 1.2954 2023-02-26 00:54:49,516 - mmdet - INFO - Epoch [235][150/1111] lr: 1.253e-03, eta: 12:33:08, time: 0.570, data_time: 0.029, memory: 27319, loss_cls: 0.2685, loss_bbox: 0.7867, loss_obj: 0.2107, loss: 1.2658 2023-02-26 00:55:20,094 - mmdet - INFO - Epoch [235][200/1111] lr: 1.251e-03, eta: 12:32:37, time: 0.612, data_time: 0.030, memory: 27319, loss_cls: 0.2723, loss_bbox: 0.8029, loss_obj: 0.2270, loss: 1.3022 2023-02-26 00:55:53,019 - mmdet - INFO - Epoch [235][250/1111] lr: 1.250e-03, eta: 12:32:07, time: 0.658, data_time: 0.026, memory: 27319, loss_cls: 0.2653, loss_bbox: 0.7736, loss_obj: 0.2112, loss: 1.2501 2023-02-26 00:56:22,466 - mmdet - INFO - Epoch [235][300/1111] lr: 1.249e-03, eta: 12:31:35, time: 0.589, data_time: 0.026, memory: 27319, loss_cls: 0.2745, loss_bbox: 0.8149, loss_obj: 0.2286, loss: 1.3180 2023-02-26 00:56:52,198 - mmdet - INFO - Epoch [235][350/1111] lr: 1.248e-03, eta: 12:31:04, time: 0.595, data_time: 0.031, memory: 27319, loss_cls: 0.2670, loss_bbox: 0.7830, loss_obj: 0.2187, loss: 1.2688 2023-02-26 00:57:22,866 - mmdet - INFO - Epoch [235][400/1111] lr: 1.246e-03, eta: 12:30:33, time: 0.613, data_time: 0.031, memory: 27319, loss_cls: 0.2687, loss_bbox: 0.7908, loss_obj: 0.2156, loss: 1.2751 2023-02-26 00:57:51,874 - mmdet - INFO - Epoch [235][450/1111] lr: 1.245e-03, eta: 12:30:02, time: 0.580, data_time: 0.029, memory: 27319, loss_cls: 0.2728, loss_bbox: 0.8106, loss_obj: 0.2305, loss: 1.3139 2023-02-26 00:58:22,243 - mmdet - INFO - Epoch [235][500/1111] lr: 1.244e-03, eta: 12:29:31, time: 0.607, data_time: 0.030, memory: 27319, loss_cls: 0.2743, loss_bbox: 0.8144, loss_obj: 0.2253, loss: 1.3140 2023-02-26 00:58:49,818 - mmdet - INFO - Epoch [235][550/1111] lr: 1.242e-03, eta: 12:28:59, time: 0.551, data_time: 0.033, memory: 27319, loss_cls: 0.2700, loss_bbox: 0.7961, loss_obj: 0.2248, loss: 1.2909 2023-02-26 00:59:22,847 - mmdet - INFO - Epoch [235][600/1111] lr: 1.241e-03, eta: 12:28:29, time: 0.661, data_time: 0.030, memory: 27319, loss_cls: 0.2711, loss_bbox: 0.8002, loss_obj: 0.2246, loss: 1.2959 2023-02-26 00:59:56,266 - mmdet - INFO - Epoch [235][650/1111] lr: 1.240e-03, eta: 12:27:59, time: 0.668, data_time: 0.027, memory: 27319, loss_cls: 0.2698, loss_bbox: 0.7942, loss_obj: 0.2199, loss: 1.2839 2023-02-26 01:00:26,201 - mmdet - INFO - Epoch [235][700/1111] lr: 1.239e-03, eta: 12:27:28, time: 0.599, data_time: 0.031, memory: 27319, loss_cls: 0.2685, loss_bbox: 0.7910, loss_obj: 0.2197, loss: 1.2792 2023-02-26 01:00:57,084 - mmdet - INFO - Epoch [235][750/1111] lr: 1.237e-03, eta: 12:26:57, time: 0.618, data_time: 0.024, memory: 27319, loss_cls: 0.2676, loss_bbox: 0.7854, loss_obj: 0.2159, loss: 1.2689 2023-02-26 01:01:27,580 - mmdet - INFO - Epoch [235][800/1111] lr: 1.236e-03, eta: 12:26:26, time: 0.610, data_time: 0.030, memory: 27319, loss_cls: 0.2687, loss_bbox: 0.7936, loss_obj: 0.2189, loss: 1.2812 2023-02-26 01:01:58,511 - mmdet - INFO - Epoch [235][850/1111] lr: 1.235e-03, eta: 12:25:55, time: 0.619, data_time: 0.026, memory: 27319, loss_cls: 0.2678, loss_bbox: 0.7876, loss_obj: 0.2165, loss: 1.2718 2023-02-26 01:02:27,194 - mmdet - INFO - Epoch [235][900/1111] lr: 1.233e-03, eta: 12:25:23, time: 0.574, data_time: 0.032, memory: 27319, loss_cls: 0.2699, loss_bbox: 0.7948, loss_obj: 0.2120, loss: 1.2767 2023-02-26 01:02:59,581 - mmdet - INFO - Epoch [235][950/1111] lr: 1.232e-03, eta: 12:24:53, time: 0.648, data_time: 0.028, memory: 27319, loss_cls: 0.2682, loss_bbox: 0.7909, loss_obj: 0.2240, loss: 1.2831 2023-02-26 01:03:33,097 - mmdet - INFO - Epoch [235][1000/1111] lr: 1.231e-03, eta: 12:24:23, time: 0.670, data_time: 0.023, memory: 27319, loss_cls: 0.2650, loss_bbox: 0.7699, loss_obj: 0.2217, loss: 1.2566 2023-02-26 01:04:05,406 - mmdet - INFO - Epoch [235][1050/1111] lr: 1.230e-03, eta: 12:23:52, time: 0.646, data_time: 0.029, memory: 27319, loss_cls: 0.2680, loss_bbox: 0.7871, loss_obj: 0.2174, loss: 1.2725 2023-02-26 01:04:32,708 - mmdet - INFO - Epoch [235][1100/1111] lr: 1.228e-03, eta: 12:23:20, time: 0.546, data_time: 0.026, memory: 27319, loss_cls: 0.2737, loss_bbox: 0.8123, loss_obj: 0.2251, loss: 1.3110 2023-02-26 01:05:24,468 - mmdet - INFO - Epoch [236][50/1111] lr: 1.227e-03, eta: 12:22:45, time: 0.945, data_time: 0.279, memory: 27319, loss_cls: 0.2755, loss_bbox: 0.8189, loss_obj: 0.2234, loss: 1.3177 2023-02-26 01:05:54,644 - mmdet - INFO - Epoch [236][100/1111] lr: 1.226e-03, eta: 12:22:14, time: 0.604, data_time: 0.027, memory: 27319, loss_cls: 0.2712, loss_bbox: 0.8027, loss_obj: 0.2226, loss: 1.2965 2023-02-26 01:06:25,778 - mmdet - INFO - Epoch [236][150/1111] lr: 1.224e-03, eta: 12:21:43, time: 0.623, data_time: 0.027, memory: 27319, loss_cls: 0.2668, loss_bbox: 0.7805, loss_obj: 0.2234, loss: 1.2706 2023-02-26 01:06:56,479 - mmdet - INFO - Epoch [236][200/1111] lr: 1.223e-03, eta: 12:21:13, time: 0.614, data_time: 0.027, memory: 27319, loss_cls: 0.2643, loss_bbox: 0.7743, loss_obj: 0.2133, loss: 1.2519 2023-02-26 01:07:25,846 - mmdet - INFO - Epoch [236][250/1111] lr: 1.222e-03, eta: 12:20:41, time: 0.587, data_time: 0.031, memory: 27319, loss_cls: 0.2777, loss_bbox: 0.8290, loss_obj: 0.2335, loss: 1.3402 2023-02-26 01:07:57,106 - mmdet - INFO - Epoch [236][300/1111] lr: 1.220e-03, eta: 12:20:11, time: 0.625, data_time: 0.032, memory: 27319, loss_cls: 0.2734, loss_bbox: 0.8079, loss_obj: 0.2234, loss: 1.3046 2023-02-26 01:08:26,928 - mmdet - INFO - Epoch [236][350/1111] lr: 1.219e-03, eta: 12:19:39, time: 0.596, data_time: 0.029, memory: 27319, loss_cls: 0.2702, loss_bbox: 0.7981, loss_obj: 0.2237, loss: 1.2920 2023-02-26 01:08:56,684 - mmdet - INFO - Epoch [236][400/1111] lr: 1.218e-03, eta: 12:19:08, time: 0.595, data_time: 0.030, memory: 27319, loss_cls: 0.2710, loss_bbox: 0.8001, loss_obj: 0.2261, loss: 1.2973 2023-02-26 01:09:27,604 - mmdet - INFO - Epoch [236][450/1111] lr: 1.217e-03, eta: 12:18:37, time: 0.618, data_time: 0.025, memory: 27319, loss_cls: 0.2673, loss_bbox: 0.7841, loss_obj: 0.2187, loss: 1.2701 2023-02-26 01:10:01,373 - mmdet - INFO - Epoch [236][500/1111] lr: 1.215e-03, eta: 12:18:07, time: 0.676, data_time: 0.030, memory: 27319, loss_cls: 0.2701, loss_bbox: 0.7969, loss_obj: 0.2274, loss: 1.2944 2023-02-26 01:10:31,527 - mmdet - INFO - Epoch [236][550/1111] lr: 1.214e-03, eta: 12:17:36, time: 0.603, data_time: 0.032, memory: 27319, loss_cls: 0.2679, loss_bbox: 0.7880, loss_obj: 0.2232, loss: 1.2792 2023-02-26 01:11:02,474 - mmdet - INFO - Epoch [236][600/1111] lr: 1.213e-03, eta: 12:17:05, time: 0.619, data_time: 0.029, memory: 27319, loss_cls: 0.2685, loss_bbox: 0.7899, loss_obj: 0.2244, loss: 1.2828 2023-02-26 01:11:33,775 - mmdet - INFO - Epoch [236][650/1111] lr: 1.212e-03, eta: 12:16:35, time: 0.626, data_time: 0.025, memory: 27319, loss_cls: 0.2725, loss_bbox: 0.8060, loss_obj: 0.2207, loss: 1.2991 2023-02-26 01:12:04,669 - mmdet - INFO - Epoch [236][700/1111] lr: 1.210e-03, eta: 12:16:04, time: 0.618, data_time: 0.029, memory: 27319, loss_cls: 0.2671, loss_bbox: 0.7826, loss_obj: 0.2081, loss: 1.2577 2023-02-26 01:12:36,908 - mmdet - INFO - Epoch [236][750/1111] lr: 1.209e-03, eta: 12:15:33, time: 0.645, data_time: 0.025, memory: 27319, loss_cls: 0.2651, loss_bbox: 0.7739, loss_obj: 0.2038, loss: 1.2428 2023-02-26 01:13:07,112 - mmdet - INFO - Epoch [236][800/1111] lr: 1.208e-03, eta: 12:15:02, time: 0.604, data_time: 0.030, memory: 27319, loss_cls: 0.2732, loss_bbox: 0.8108, loss_obj: 0.2363, loss: 1.3203 2023-02-26 01:13:41,515 - mmdet - INFO - Epoch [236][850/1111] lr: 1.207e-03, eta: 12:14:32, time: 0.688, data_time: 0.032, memory: 27319, loss_cls: 0.2684, loss_bbox: 0.7872, loss_obj: 0.2285, loss: 1.2841 2023-02-26 01:14:12,901 - mmdet - INFO - Epoch [236][900/1111] lr: 1.205e-03, eta: 12:14:01, time: 0.628, data_time: 0.025, memory: 27319, loss_cls: 0.2703, loss_bbox: 0.7986, loss_obj: 0.2299, loss: 1.2988 2023-02-26 01:14:44,921 - mmdet - INFO - Epoch [236][950/1111] lr: 1.204e-03, eta: 12:13:31, time: 0.640, data_time: 0.026, memory: 27319, loss_cls: 0.2663, loss_bbox: 0.7787, loss_obj: 0.2166, loss: 1.2615 2023-02-26 01:15:14,486 - mmdet - INFO - Epoch [236][1000/1111] lr: 1.203e-03, eta: 12:13:00, time: 0.591, data_time: 0.031, memory: 27319, loss_cls: 0.2758, loss_bbox: 0.8225, loss_obj: 0.2294, loss: 1.3277 2023-02-26 01:15:42,741 - mmdet - INFO - Epoch [236][1050/1111] lr: 1.201e-03, eta: 12:12:28, time: 0.565, data_time: 0.034, memory: 27319, loss_cls: 0.2706, loss_bbox: 0.8008, loss_obj: 0.2206, loss: 1.2919 2023-02-26 01:16:09,198 - mmdet - INFO - Epoch [236][1100/1111] lr: 1.200e-03, eta: 12:11:56, time: 0.529, data_time: 0.024, memory: 27319, loss_cls: 0.2647, loss_bbox: 0.7759, loss_obj: 0.2183, loss: 1.2589 2023-02-26 01:17:02,807 - mmdet - INFO - Epoch [237][50/1111] lr: 1.199e-03, eta: 12:11:21, time: 0.937, data_time: 0.277, memory: 27319, loss_cls: 0.2691, loss_bbox: 0.7959, loss_obj: 0.2168, loss: 1.2817 2023-02-26 01:17:34,216 - mmdet - INFO - Epoch [237][100/1111] lr: 1.197e-03, eta: 12:10:50, time: 0.628, data_time: 0.026, memory: 27319, loss_cls: 0.2687, loss_bbox: 0.7910, loss_obj: 0.2215, loss: 1.2812 2023-02-26 01:18:04,805 - mmdet - INFO - Epoch [237][150/1111] lr: 1.196e-03, eta: 12:10:19, time: 0.612, data_time: 0.030, memory: 27319, loss_cls: 0.2662, loss_bbox: 0.7803, loss_obj: 0.2154, loss: 1.2620 2023-02-26 01:18:33,072 - mmdet - INFO - Epoch [237][200/1111] lr: 1.195e-03, eta: 12:09:47, time: 0.565, data_time: 0.030, memory: 27319, loss_cls: 0.2708, loss_bbox: 0.8005, loss_obj: 0.2193, loss: 1.2905 2023-02-26 01:19:05,366 - mmdet - INFO - Epoch [237][250/1111] lr: 1.194e-03, eta: 12:09:17, time: 0.646, data_time: 0.025, memory: 27319, loss_cls: 0.2611, loss_bbox: 0.7589, loss_obj: 0.2071, loss: 1.2272 2023-02-26 01:19:36,483 - mmdet - INFO - Epoch [237][300/1111] lr: 1.192e-03, eta: 12:08:46, time: 0.623, data_time: 0.028, memory: 27319, loss_cls: 0.2714, loss_bbox: 0.8022, loss_obj: 0.2268, loss: 1.3004 2023-02-26 01:20:10,267 - mmdet - INFO - Epoch [237][350/1111] lr: 1.191e-03, eta: 12:08:16, time: 0.676, data_time: 0.027, memory: 27319, loss_cls: 0.2635, loss_bbox: 0.7709, loss_obj: 0.2210, loss: 1.2554 2023-02-26 01:20:41,518 - mmdet - INFO - Epoch [237][400/1111] lr: 1.190e-03, eta: 12:07:45, time: 0.625, data_time: 0.029, memory: 27319, loss_cls: 0.2660, loss_bbox: 0.7785, loss_obj: 0.2133, loss: 1.2577 2023-02-26 01:21:10,667 - mmdet - INFO - Epoch [237][450/1111] lr: 1.189e-03, eta: 12:07:14, time: 0.583, data_time: 0.028, memory: 27319, loss_cls: 0.2677, loss_bbox: 0.7859, loss_obj: 0.2149, loss: 1.2685 2023-02-26 01:21:42,391 - mmdet - INFO - Epoch [237][500/1111] lr: 1.187e-03, eta: 12:06:43, time: 0.634, data_time: 0.026, memory: 27319, loss_cls: 0.2662, loss_bbox: 0.7776, loss_obj: 0.2115, loss: 1.2553 2023-02-26 01:22:13,371 - mmdet - INFO - Epoch [237][550/1111] lr: 1.186e-03, eta: 12:06:12, time: 0.620, data_time: 0.032, memory: 27319, loss_cls: 0.2703, loss_bbox: 0.7977, loss_obj: 0.2256, loss: 1.2936 2023-02-26 01:22:43,228 - mmdet - INFO - Epoch [237][600/1111] lr: 1.185e-03, eta: 12:05:41, time: 0.597, data_time: 0.027, memory: 27319, loss_cls: 0.2665, loss_bbox: 0.7802, loss_obj: 0.2124, loss: 1.2591 2023-02-26 01:23:14,910 - mmdet - INFO - Epoch [237][650/1111] lr: 1.184e-03, eta: 12:05:11, time: 0.634, data_time: 0.030, memory: 27319, loss_cls: 0.2669, loss_bbox: 0.7813, loss_obj: 0.2170, loss: 1.2652 2023-02-26 01:23:43,438 - mmdet - INFO - Epoch [237][700/1111] lr: 1.183e-03, eta: 12:04:39, time: 0.571, data_time: 0.030, memory: 27319, loss_cls: 0.2752, loss_bbox: 0.8155, loss_obj: 0.2219, loss: 1.3125 2023-02-26 01:24:15,305 - mmdet - INFO - Epoch [237][750/1111] lr: 1.181e-03, eta: 12:04:08, time: 0.637, data_time: 0.032, memory: 27319, loss_cls: 0.2704, loss_bbox: 0.7941, loss_obj: 0.2260, loss: 1.2904 2023-02-26 01:24:44,103 - mmdet - INFO - Epoch [237][800/1111] lr: 1.180e-03, eta: 12:03:37, time: 0.576, data_time: 0.025, memory: 27319, loss_cls: 0.2721, loss_bbox: 0.8040, loss_obj: 0.2192, loss: 1.2954 2023-02-26 01:25:12,493 - mmdet - INFO - Epoch [237][850/1111] lr: 1.179e-03, eta: 12:03:06, time: 0.568, data_time: 0.037, memory: 27319, loss_cls: 0.2728, loss_bbox: 0.8055, loss_obj: 0.2199, loss: 1.2982 2023-02-26 01:25:41,242 - mmdet - INFO - Epoch [237][900/1111] lr: 1.178e-03, eta: 12:02:34, time: 0.575, data_time: 0.030, memory: 27319, loss_cls: 0.2718, loss_bbox: 0.8051, loss_obj: 0.2177, loss: 1.2945 2023-02-26 01:26:09,545 - mmdet - INFO - Epoch [237][950/1111] lr: 1.176e-03, eta: 12:02:03, time: 0.566, data_time: 0.029, memory: 27319, loss_cls: 0.2695, loss_bbox: 0.7929, loss_obj: 0.2201, loss: 1.2826 2023-02-26 01:26:39,126 - mmdet - INFO - Epoch [237][1000/1111] lr: 1.175e-03, eta: 12:01:31, time: 0.592, data_time: 0.033, memory: 27319, loss_cls: 0.2680, loss_bbox: 0.7893, loss_obj: 0.2292, loss: 1.2865 2023-02-26 01:27:09,470 - mmdet - INFO - Epoch [237][1050/1111] lr: 1.174e-03, eta: 12:01:00, time: 0.607, data_time: 0.029, memory: 27319, loss_cls: 0.2688, loss_bbox: 0.7963, loss_obj: 0.2176, loss: 1.2827 2023-02-26 01:27:37,045 - mmdet - INFO - Epoch [237][1100/1111] lr: 1.173e-03, eta: 12:00:29, time: 0.551, data_time: 0.027, memory: 27319, loss_cls: 0.2708, loss_bbox: 0.8015, loss_obj: 0.2174, loss: 1.2897 2023-02-26 01:28:31,887 - mmdet - INFO - Epoch [238][50/1111] lr: 1.171e-03, eta: 11:59:54, time: 0.959, data_time: 0.249, memory: 27319, loss_cls: 0.2671, loss_bbox: 0.7851, loss_obj: 0.2202, loss: 1.2724 2023-02-26 01:29:01,014 - mmdet - INFO - Epoch [238][100/1111] lr: 1.170e-03, eta: 11:59:22, time: 0.583, data_time: 0.029, memory: 27319, loss_cls: 0.2622, loss_bbox: 0.7642, loss_obj: 0.2146, loss: 1.2410 2023-02-26 01:29:31,328 - mmdet - INFO - Epoch [238][150/1111] lr: 1.169e-03, eta: 11:58:51, time: 0.606, data_time: 0.026, memory: 27319, loss_cls: 0.2704, loss_bbox: 0.7977, loss_obj: 0.2176, loss: 1.2857 2023-02-26 01:29:58,599 - mmdet - INFO - Epoch [238][200/1111] lr: 1.167e-03, eta: 11:58:19, time: 0.546, data_time: 0.033, memory: 27319, loss_cls: 0.2734, loss_bbox: 0.8154, loss_obj: 0.2323, loss: 1.3211 2023-02-26 01:30:27,418 - mmdet - INFO - Epoch [238][250/1111] lr: 1.166e-03, eta: 11:57:48, time: 0.576, data_time: 0.029, memory: 27319, loss_cls: 0.2731, loss_bbox: 0.8066, loss_obj: 0.2269, loss: 1.3067 2023-02-26 01:30:58,056 - mmdet - INFO - Epoch [238][300/1111] lr: 1.165e-03, eta: 11:57:17, time: 0.613, data_time: 0.029, memory: 27319, loss_cls: 0.2731, loss_bbox: 0.8108, loss_obj: 0.2303, loss: 1.3142 2023-02-26 01:31:25,202 - mmdet - INFO - Epoch [238][350/1111] lr: 1.164e-03, eta: 11:56:45, time: 0.543, data_time: 0.033, memory: 27319, loss_cls: 0.2744, loss_bbox: 0.8164, loss_obj: 0.2297, loss: 1.3204 2023-02-26 01:31:58,426 - mmdet - INFO - Epoch [238][400/1111] lr: 1.163e-03, eta: 11:56:15, time: 0.665, data_time: 0.028, memory: 27319, loss_cls: 0.2654, loss_bbox: 0.7765, loss_obj: 0.2250, loss: 1.2668 2023-02-26 01:32:26,618 - mmdet - INFO - Epoch [238][450/1111] lr: 1.161e-03, eta: 11:55:43, time: 0.564, data_time: 0.037, memory: 27319, loss_cls: 0.2760, loss_bbox: 0.8214, loss_obj: 0.2269, loss: 1.3243 2023-02-26 01:32:56,365 - mmdet - INFO - Epoch [238][500/1111] lr: 1.160e-03, eta: 11:55:12, time: 0.595, data_time: 0.028, memory: 27319, loss_cls: 0.2732, loss_bbox: 0.8119, loss_obj: 0.2257, loss: 1.3108 2023-02-26 01:33:26,228 - mmdet - INFO - Epoch [238][550/1111] lr: 1.159e-03, eta: 11:54:41, time: 0.597, data_time: 0.031, memory: 27319, loss_cls: 0.2726, loss_bbox: 0.8067, loss_obj: 0.2292, loss: 1.3085 2023-02-26 01:34:00,234 - mmdet - INFO - Epoch [238][600/1111] lr: 1.158e-03, eta: 11:54:11, time: 0.680, data_time: 0.024, memory: 27319, loss_cls: 0.2633, loss_bbox: 0.7679, loss_obj: 0.2186, loss: 1.2498 2023-02-26 01:34:29,511 - mmdet - INFO - Epoch [238][650/1111] lr: 1.156e-03, eta: 11:53:40, time: 0.586, data_time: 0.028, memory: 27319, loss_cls: 0.2659, loss_bbox: 0.7785, loss_obj: 0.2107, loss: 1.2551 2023-02-26 01:34:56,645 - mmdet - INFO - Epoch [238][700/1111] lr: 1.155e-03, eta: 11:53:08, time: 0.543, data_time: 0.033, memory: 27319, loss_cls: 0.2714, loss_bbox: 0.8034, loss_obj: 0.2259, loss: 1.3007 2023-02-26 01:35:29,157 - mmdet - INFO - Epoch [238][750/1111] lr: 1.154e-03, eta: 11:52:37, time: 0.650, data_time: 0.026, memory: 27319, loss_cls: 0.2647, loss_bbox: 0.7694, loss_obj: 0.2049, loss: 1.2390 2023-02-26 01:35:58,785 - mmdet - INFO - Epoch [238][800/1111] lr: 1.153e-03, eta: 11:52:06, time: 0.593, data_time: 0.026, memory: 27319, loss_cls: 0.2699, loss_bbox: 0.7971, loss_obj: 0.2210, loss: 1.2880 2023-02-26 01:36:31,445 - mmdet - INFO - Epoch [238][850/1111] lr: 1.152e-03, eta: 11:51:36, time: 0.653, data_time: 0.026, memory: 27319, loss_cls: 0.2645, loss_bbox: 0.7727, loss_obj: 0.2045, loss: 1.2418 2023-02-26 01:37:00,206 - mmdet - INFO - Epoch [238][900/1111] lr: 1.150e-03, eta: 11:51:04, time: 0.575, data_time: 0.034, memory: 27319, loss_cls: 0.2674, loss_bbox: 0.7874, loss_obj: 0.2136, loss: 1.2684 2023-02-26 01:37:28,290 - mmdet - INFO - Epoch [238][950/1111] lr: 1.149e-03, eta: 11:50:33, time: 0.562, data_time: 0.033, memory: 27319, loss_cls: 0.2777, loss_bbox: 0.8315, loss_obj: 0.2310, loss: 1.3402 2023-02-26 01:37:58,751 - mmdet - INFO - Epoch [238][1000/1111] lr: 1.148e-03, eta: 11:50:02, time: 0.609, data_time: 0.027, memory: 27319, loss_cls: 0.2655, loss_bbox: 0.7768, loss_obj: 0.2145, loss: 1.2568 2023-02-26 01:38:30,447 - mmdet - INFO - Epoch [238][1050/1111] lr: 1.147e-03, eta: 11:49:31, time: 0.634, data_time: 0.030, memory: 27319, loss_cls: 0.2607, loss_bbox: 0.7604, loss_obj: 0.2098, loss: 1.2309 2023-02-26 01:38:57,097 - mmdet - INFO - Epoch [238][1100/1111] lr: 1.146e-03, eta: 11:48:59, time: 0.533, data_time: 0.027, memory: 27319, loss_cls: 0.2726, loss_bbox: 0.8079, loss_obj: 0.2222, loss: 1.3027 2023-02-26 01:39:49,933 - mmdet - INFO - Epoch [239][50/1111] lr: 1.144e-03, eta: 11:48:23, time: 0.908, data_time: 0.258, memory: 27319, loss_cls: 0.2738, loss_bbox: 0.8136, loss_obj: 0.2218, loss: 1.3092 2023-02-26 01:40:18,008 - mmdet - INFO - Epoch [239][100/1111] lr: 1.143e-03, eta: 11:47:52, time: 0.561, data_time: 0.027, memory: 27319, loss_cls: 0.2643, loss_bbox: 0.7732, loss_obj: 0.2147, loss: 1.2522 2023-02-26 01:40:48,606 - mmdet - INFO - Epoch [239][150/1111] lr: 1.142e-03, eta: 11:47:21, time: 0.612, data_time: 0.032, memory: 27319, loss_cls: 0.2668, loss_bbox: 0.7814, loss_obj: 0.2203, loss: 1.2685 2023-02-26 01:41:19,297 - mmdet - INFO - Epoch [239][200/1111] lr: 1.140e-03, eta: 11:46:50, time: 0.614, data_time: 0.030, memory: 27319, loss_cls: 0.2674, loss_bbox: 0.7855, loss_obj: 0.2240, loss: 1.2769 2023-02-26 01:41:53,323 - mmdet - INFO - Epoch [239][250/1111] lr: 1.139e-03, eta: 11:46:20, time: 0.680, data_time: 0.025, memory: 27319, loss_cls: 0.2581, loss_bbox: 0.7431, loss_obj: 0.2042, loss: 1.2054 2023-02-26 01:42:23,527 - mmdet - INFO - Epoch [239][300/1111] lr: 1.138e-03, eta: 11:45:49, time: 0.604, data_time: 0.026, memory: 27319, loss_cls: 0.2713, loss_bbox: 0.8021, loss_obj: 0.2254, loss: 1.2988 2023-02-26 01:42:54,522 - mmdet - INFO - Epoch [239][350/1111] lr: 1.137e-03, eta: 11:45:18, time: 0.620, data_time: 0.028, memory: 27319, loss_cls: 0.2644, loss_bbox: 0.7723, loss_obj: 0.2124, loss: 1.2491 2023-02-26 01:43:24,934 - mmdet - INFO - Epoch [239][400/1111] lr: 1.136e-03, eta: 11:44:47, time: 0.608, data_time: 0.025, memory: 27319, loss_cls: 0.2687, loss_bbox: 0.7905, loss_obj: 0.2155, loss: 1.2747 2023-02-26 01:43:53,154 - mmdet - INFO - Epoch [239][450/1111] lr: 1.134e-03, eta: 11:44:15, time: 0.564, data_time: 0.035, memory: 27319, loss_cls: 0.2739, loss_bbox: 0.8128, loss_obj: 0.2259, loss: 1.3126 2023-02-26 01:44:28,081 - mmdet - INFO - Epoch [239][500/1111] lr: 1.133e-03, eta: 11:43:46, time: 0.699, data_time: 0.022, memory: 27319, loss_cls: 0.2592, loss_bbox: 0.7512, loss_obj: 0.2062, loss: 1.2166 2023-02-26 01:44:55,127 - mmdet - INFO - Epoch [239][550/1111] lr: 1.132e-03, eta: 11:43:14, time: 0.541, data_time: 0.037, memory: 27319, loss_cls: 0.2873, loss_bbox: 0.8713, loss_obj: 0.2523, loss: 1.4110 2023-02-26 01:45:23,040 - mmdet - INFO - Epoch [239][600/1111] lr: 1.131e-03, eta: 11:42:42, time: 0.558, data_time: 0.034, memory: 27319, loss_cls: 0.2731, loss_bbox: 0.8135, loss_obj: 0.2247, loss: 1.3114 2023-02-26 01:45:53,390 - mmdet - INFO - Epoch [239][650/1111] lr: 1.130e-03, eta: 11:42:11, time: 0.607, data_time: 0.029, memory: 27319, loss_cls: 0.2679, loss_bbox: 0.7853, loss_obj: 0.2095, loss: 1.2626 2023-02-26 01:46:24,582 - mmdet - INFO - Epoch [239][700/1111] lr: 1.128e-03, eta: 11:41:40, time: 0.624, data_time: 0.031, memory: 27319, loss_cls: 0.2668, loss_bbox: 0.7809, loss_obj: 0.2157, loss: 1.2633 2023-02-26 01:46:54,383 - mmdet - INFO - Epoch [239][750/1111] lr: 1.127e-03, eta: 11:41:09, time: 0.596, data_time: 0.027, memory: 27319, loss_cls: 0.2673, loss_bbox: 0.7860, loss_obj: 0.2082, loss: 1.2615 2023-02-26 01:47:23,933 - mmdet - INFO - Epoch [239][800/1111] lr: 1.126e-03, eta: 11:40:38, time: 0.591, data_time: 0.032, memory: 27319, loss_cls: 0.2660, loss_bbox: 0.7826, loss_obj: 0.2197, loss: 1.2682 2023-02-26 01:47:57,335 - mmdet - INFO - Epoch [239][850/1111] lr: 1.125e-03, eta: 11:40:08, time: 0.668, data_time: 0.024, memory: 27319, loss_cls: 0.2575, loss_bbox: 0.7444, loss_obj: 0.2003, loss: 1.2022 2023-02-26 01:48:27,606 - mmdet - INFO - Epoch [239][900/1111] lr: 1.124e-03, eta: 11:39:37, time: 0.605, data_time: 0.027, memory: 27319, loss_cls: 0.2609, loss_bbox: 0.7603, loss_obj: 0.2089, loss: 1.2301 2023-02-26 01:48:54,460 - mmdet - INFO - Epoch [239][950/1111] lr: 1.123e-03, eta: 11:39:05, time: 0.537, data_time: 0.039, memory: 27319, loss_cls: 0.2703, loss_bbox: 0.8031, loss_obj: 0.2235, loss: 1.2969 2023-02-26 01:49:28,179 - mmdet - INFO - Epoch [239][1000/1111] lr: 1.121e-03, eta: 11:38:35, time: 0.674, data_time: 0.027, memory: 27319, loss_cls: 0.2636, loss_bbox: 0.7747, loss_obj: 0.2199, loss: 1.2583 2023-02-26 01:50:00,113 - mmdet - INFO - Epoch [239][1050/1111] lr: 1.120e-03, eta: 11:38:04, time: 0.639, data_time: 0.026, memory: 27319, loss_cls: 0.2665, loss_bbox: 0.7817, loss_obj: 0.2147, loss: 1.2630 2023-02-26 01:50:33,238 - mmdet - INFO - Epoch [239][1100/1111] lr: 1.119e-03, eta: 11:37:34, time: 0.662, data_time: 0.022, memory: 27319, loss_cls: 0.2632, loss_bbox: 0.7663, loss_obj: 0.2224, loss: 1.2518 2023-02-26 01:51:26,651 - mmdet - INFO - Epoch [240][50/1111] lr: 1.118e-03, eta: 11:36:58, time: 0.933, data_time: 0.274, memory: 27319, loss_cls: 0.2742, loss_bbox: 0.8181, loss_obj: 0.2258, loss: 1.3181 2023-02-26 01:52:00,215 - mmdet - INFO - Epoch [240][100/1111] lr: 1.116e-03, eta: 11:36:28, time: 0.671, data_time: 0.026, memory: 27319, loss_cls: 0.2640, loss_bbox: 0.7735, loss_obj: 0.2195, loss: 1.2570 2023-02-26 01:52:34,216 - mmdet - INFO - Epoch [240][150/1111] lr: 1.115e-03, eta: 11:35:58, time: 0.680, data_time: 0.026, memory: 27319, loss_cls: 0.2636, loss_bbox: 0.7688, loss_obj: 0.2089, loss: 1.2413 2023-02-26 01:53:00,310 - mmdet - INFO - Epoch [240][200/1111] lr: 1.114e-03, eta: 11:35:26, time: 0.521, data_time: 0.031, memory: 27319, loss_cls: 0.2772, loss_bbox: 0.8277, loss_obj: 0.2230, loss: 1.3279 2023-02-26 01:53:33,104 - mmdet - INFO - Epoch [240][250/1111] lr: 1.113e-03, eta: 11:34:56, time: 0.656, data_time: 0.028, memory: 27319, loss_cls: 0.2626, loss_bbox: 0.7661, loss_obj: 0.2123, loss: 1.2410 2023-02-26 01:54:01,734 - mmdet - INFO - Epoch [240][300/1111] lr: 1.112e-03, eta: 11:34:24, time: 0.573, data_time: 0.026, memory: 27319, loss_cls: 0.2667, loss_bbox: 0.7869, loss_obj: 0.2219, loss: 1.2755 2023-02-26 01:54:30,470 - mmdet - INFO - Epoch [240][350/1111] lr: 1.110e-03, eta: 11:33:53, time: 0.575, data_time: 0.033, memory: 27319, loss_cls: 0.2703, loss_bbox: 0.8052, loss_obj: 0.2257, loss: 1.3012 2023-02-26 01:54:56,993 - mmdet - INFO - Epoch [240][400/1111] lr: 1.109e-03, eta: 11:33:21, time: 0.530, data_time: 0.030, memory: 27319, loss_cls: 0.2705, loss_bbox: 0.7992, loss_obj: 0.2174, loss: 1.2872 2023-02-26 01:55:25,295 - mmdet - INFO - Epoch [240][450/1111] lr: 1.108e-03, eta: 11:32:49, time: 0.566, data_time: 0.033, memory: 27319, loss_cls: 0.2679, loss_bbox: 0.7874, loss_obj: 0.2165, loss: 1.2717 2023-02-26 01:55:55,274 - mmdet - INFO - Epoch [240][500/1111] lr: 1.107e-03, eta: 11:32:18, time: 0.599, data_time: 0.032, memory: 27319, loss_cls: 0.2671, loss_bbox: 0.7862, loss_obj: 0.2198, loss: 1.2731 2023-02-26 01:56:26,800 - mmdet - INFO - Epoch [240][550/1111] lr: 1.106e-03, eta: 11:31:47, time: 0.630, data_time: 0.021, memory: 27319, loss_cls: 0.2639, loss_bbox: 0.7691, loss_obj: 0.2097, loss: 1.2428 2023-02-26 01:56:58,014 - mmdet - INFO - Epoch [240][600/1111] lr: 1.105e-03, eta: 11:31:17, time: 0.624, data_time: 0.028, memory: 27319, loss_cls: 0.2670, loss_bbox: 0.7884, loss_obj: 0.2225, loss: 1.2778 2023-02-26 01:57:29,889 - mmdet - INFO - Epoch [240][650/1111] lr: 1.103e-03, eta: 11:30:46, time: 0.638, data_time: 0.030, memory: 27319, loss_cls: 0.2644, loss_bbox: 0.7737, loss_obj: 0.2092, loss: 1.2473 2023-02-26 01:57:59,729 - mmdet - INFO - Epoch [240][700/1111] lr: 1.102e-03, eta: 11:30:15, time: 0.597, data_time: 0.028, memory: 27319, loss_cls: 0.2656, loss_bbox: 0.7794, loss_obj: 0.2075, loss: 1.2525 2023-02-26 01:58:27,381 - mmdet - INFO - Epoch [240][750/1111] lr: 1.101e-03, eta: 11:29:43, time: 0.553, data_time: 0.029, memory: 27319, loss_cls: 0.2714, loss_bbox: 0.8033, loss_obj: 0.2253, loss: 1.3000 2023-02-26 01:58:53,291 - mmdet - INFO - Epoch [240][800/1111] lr: 1.100e-03, eta: 11:29:11, time: 0.518, data_time: 0.032, memory: 27319, loss_cls: 0.2658, loss_bbox: 0.7836, loss_obj: 0.2232, loss: 1.2726 2023-02-26 01:59:24,893 - mmdet - INFO - Epoch [240][850/1111] lr: 1.099e-03, eta: 11:28:40, time: 0.632, data_time: 0.028, memory: 27319, loss_cls: 0.2635, loss_bbox: 0.7703, loss_obj: 0.2156, loss: 1.2494 2023-02-26 01:59:52,606 - mmdet - INFO - Epoch [240][900/1111] lr: 1.098e-03, eta: 11:28:09, time: 0.554, data_time: 0.035, memory: 27319, loss_cls: 0.2748, loss_bbox: 0.8206, loss_obj: 0.2230, loss: 1.3184 2023-02-26 02:00:21,991 - mmdet - INFO - Epoch [240][950/1111] lr: 1.096e-03, eta: 11:27:37, time: 0.587, data_time: 0.032, memory: 27319, loss_cls: 0.2688, loss_bbox: 0.7965, loss_obj: 0.2224, loss: 1.2877 2023-02-26 02:00:51,315 - mmdet - INFO - Epoch [240][1000/1111] lr: 1.095e-03, eta: 11:27:06, time: 0.587, data_time: 0.029, memory: 27319, loss_cls: 0.2658, loss_bbox: 0.7859, loss_obj: 0.2237, loss: 1.2754 2023-02-26 02:01:18,247 - mmdet - INFO - Epoch [240][1050/1111] lr: 1.094e-03, eta: 11:26:34, time: 0.539, data_time: 0.032, memory: 27319, loss_cls: 0.2726, loss_bbox: 0.8083, loss_obj: 0.2273, loss: 1.3082 2023-02-26 02:01:50,805 - mmdet - INFO - Epoch [240][1100/1111] lr: 1.093e-03, eta: 11:26:04, time: 0.651, data_time: 0.024, memory: 27319, loss_cls: 0.2648, loss_bbox: 0.7743, loss_obj: 0.2085, loss: 1.2476 2023-02-26 02:01:58,273 - mmdet - INFO - Saving checkpoint at 240 epochs 2023-02-26 02:05:01,357 - mmdet - INFO - Evaluating bbox... 2023-02-26 02:05:16,782 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.895 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.970 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.939 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.094 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.783 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.945 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.913 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.913 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.913 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.284 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.838 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.956 2023-02-26 02:05:16,883 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 02:05:16,883 - mmdet - INFO - Epoch(val) [240][4200] bbox_mAP: 0.8952, bbox_mAP_50: 0.9703, bbox_mAP_75: 0.9390, bbox_mAP_s: 0.0939, bbox_mAP_m: 0.7829, bbox_mAP_l: 0.9454, bbox_mAP_copypaste: 0.8952 0.9703 0.9390 0.0939 0.7829 0.9454 2023-02-26 02:05:57,469 - mmdet - INFO - Epoch [241][50/1111] lr: 1.092e-03, eta: 11:25:27, time: 0.810, data_time: 0.177, memory: 27319, loss_cls: 0.2732, loss_bbox: 0.8072, loss_obj: 0.2188, loss: 1.2992 2023-02-26 02:06:24,494 - mmdet - INFO - Epoch [241][100/1111] lr: 1.090e-03, eta: 11:24:55, time: 0.540, data_time: 0.035, memory: 27319, loss_cls: 0.2777, loss_bbox: 0.8303, loss_obj: 0.2222, loss: 1.3302 2023-02-26 02:06:58,452 - mmdet - INFO - Epoch [241][150/1111] lr: 1.089e-03, eta: 11:24:25, time: 0.679, data_time: 0.024, memory: 27319, loss_cls: 0.2637, loss_bbox: 0.7685, loss_obj: 0.2189, loss: 1.2512 2023-02-26 02:07:29,294 - mmdet - INFO - Epoch [241][200/1111] lr: 1.088e-03, eta: 11:23:54, time: 0.617, data_time: 0.030, memory: 27319, loss_cls: 0.2661, loss_bbox: 0.7792, loss_obj: 0.2162, loss: 1.2615 2023-02-26 02:08:04,304 - mmdet - INFO - Epoch [241][250/1111] lr: 1.087e-03, eta: 11:23:24, time: 0.700, data_time: 0.027, memory: 27319, loss_cls: 0.2552, loss_bbox: 0.7340, loss_obj: 0.2010, loss: 1.1902 2023-02-26 02:08:33,572 - mmdet - INFO - Epoch [241][300/1111] lr: 1.086e-03, eta: 11:22:53, time: 0.585, data_time: 0.031, memory: 27319, loss_cls: 0.2644, loss_bbox: 0.7749, loss_obj: 0.2142, loss: 1.2535 2023-02-26 02:09:00,805 - mmdet - INFO - Epoch [241][350/1111] lr: 1.085e-03, eta: 11:22:21, time: 0.544, data_time: 0.032, memory: 27319, loss_cls: 0.2737, loss_bbox: 0.8165, loss_obj: 0.2249, loss: 1.3151 2023-02-26 02:09:33,236 - mmdet - INFO - Epoch [241][400/1111] lr: 1.083e-03, eta: 11:21:51, time: 0.649, data_time: 0.028, memory: 27319, loss_cls: 0.2642, loss_bbox: 0.7698, loss_obj: 0.2104, loss: 1.2443 2023-02-26 02:10:03,085 - mmdet - INFO - Epoch [241][450/1111] lr: 1.082e-03, eta: 11:21:20, time: 0.597, data_time: 0.031, memory: 27319, loss_cls: 0.2630, loss_bbox: 0.7702, loss_obj: 0.2090, loss: 1.2422 2023-02-26 02:10:34,477 - mmdet - INFO - Epoch [241][500/1111] lr: 1.081e-03, eta: 11:20:49, time: 0.628, data_time: 0.033, memory: 27319, loss_cls: 0.2626, loss_bbox: 0.7662, loss_obj: 0.2147, loss: 1.2435 2023-02-26 02:11:06,115 - mmdet - INFO - Epoch [241][550/1111] lr: 1.080e-03, eta: 11:20:18, time: 0.633, data_time: 0.029, memory: 27319, loss_cls: 0.2644, loss_bbox: 0.7803, loss_obj: 0.2150, loss: 1.2597 2023-02-26 02:11:36,869 - mmdet - INFO - Epoch [241][600/1111] lr: 1.079e-03, eta: 11:19:47, time: 0.615, data_time: 0.031, memory: 27319, loss_cls: 0.2646, loss_bbox: 0.7722, loss_obj: 0.2116, loss: 1.2484 2023-02-26 02:12:09,325 - mmdet - INFO - Epoch [241][650/1111] lr: 1.078e-03, eta: 11:19:17, time: 0.649, data_time: 0.033, memory: 27319, loss_cls: 0.2669, loss_bbox: 0.7833, loss_obj: 0.2124, loss: 1.2627 2023-02-26 02:12:34,317 - mmdet - INFO - Epoch [241][700/1111] lr: 1.077e-03, eta: 11:18:45, time: 0.500, data_time: 0.039, memory: 27319, loss_cls: 0.2754, loss_bbox: 0.8233, loss_obj: 0.2305, loss: 1.3291 2023-02-26 02:13:05,831 - mmdet - INFO - Epoch [241][750/1111] lr: 1.075e-03, eta: 11:18:14, time: 0.630, data_time: 0.034, memory: 27319, loss_cls: 0.2667, loss_bbox: 0.7832, loss_obj: 0.2124, loss: 1.2623 2023-02-26 02:13:33,524 - mmdet - INFO - Epoch [241][800/1111] lr: 1.074e-03, eta: 11:17:42, time: 0.554, data_time: 0.027, memory: 27319, loss_cls: 0.2729, loss_bbox: 0.8070, loss_obj: 0.2222, loss: 1.3021 2023-02-26 02:14:01,491 - mmdet - INFO - Epoch [241][850/1111] lr: 1.073e-03, eta: 11:17:11, time: 0.559, data_time: 0.038, memory: 27319, loss_cls: 0.2756, loss_bbox: 0.8246, loss_obj: 0.2389, loss: 1.3391 2023-02-26 02:14:32,196 - mmdet - INFO - Epoch [241][900/1111] lr: 1.072e-03, eta: 11:16:40, time: 0.614, data_time: 0.032, memory: 27319, loss_cls: 0.2631, loss_bbox: 0.7717, loss_obj: 0.2196, loss: 1.2545 2023-02-26 02:15:04,197 - mmdet - INFO - Epoch [241][950/1111] lr: 1.071e-03, eta: 11:16:09, time: 0.640, data_time: 0.025, memory: 27319, loss_cls: 0.2664, loss_bbox: 0.7869, loss_obj: 0.2207, loss: 1.2741 2023-02-26 02:15:35,357 - mmdet - INFO - Epoch [241][1000/1111] lr: 1.070e-03, eta: 11:15:38, time: 0.623, data_time: 0.029, memory: 27319, loss_cls: 0.2704, loss_bbox: 0.8006, loss_obj: 0.2195, loss: 1.2905 2023-02-26 02:16:08,754 - mmdet - INFO - Epoch [241][1050/1111] lr: 1.069e-03, eta: 11:15:08, time: 0.668, data_time: 0.025, memory: 27319, loss_cls: 0.2632, loss_bbox: 0.7651, loss_obj: 0.2147, loss: 1.2430 2023-02-26 02:16:33,830 - mmdet - INFO - Epoch [241][1100/1111] lr: 1.067e-03, eta: 11:14:36, time: 0.502, data_time: 0.029, memory: 27319, loss_cls: 0.2714, loss_bbox: 0.8044, loss_obj: 0.2191, loss: 1.2949 2023-02-26 02:17:26,611 - mmdet - INFO - Epoch [242][50/1111] lr: 1.066e-03, eta: 11:14:00, time: 0.947, data_time: 0.276, memory: 27319, loss_cls: 0.2708, loss_bbox: 0.8037, loss_obj: 0.2196, loss: 1.2940 2023-02-26 02:17:53,290 - mmdet - INFO - Epoch [242][100/1111] lr: 1.065e-03, eta: 11:13:29, time: 0.534, data_time: 0.040, memory: 27319, loss_cls: 0.2710, loss_bbox: 0.8021, loss_obj: 0.2251, loss: 1.2981 2023-02-26 02:18:25,878 - mmdet - INFO - Epoch [242][150/1111] lr: 1.064e-03, eta: 11:12:58, time: 0.651, data_time: 0.025, memory: 27319, loss_cls: 0.2611, loss_bbox: 0.7592, loss_obj: 0.2080, loss: 1.2283 2023-02-26 02:18:55,825 - mmdet - INFO - Epoch [242][200/1111] lr: 1.063e-03, eta: 11:12:27, time: 0.599, data_time: 0.032, memory: 27319, loss_cls: 0.2644, loss_bbox: 0.7734, loss_obj: 0.2115, loss: 1.2494 2023-02-26 02:19:23,517 - mmdet - INFO - Epoch [242][250/1111] lr: 1.062e-03, eta: 11:11:55, time: 0.554, data_time: 0.030, memory: 27319, loss_cls: 0.2703, loss_bbox: 0.8019, loss_obj: 0.2219, loss: 1.2941 2023-02-26 02:19:56,573 - mmdet - INFO - Epoch [242][300/1111] lr: 1.060e-03, eta: 11:11:25, time: 0.661, data_time: 0.032, memory: 27319, loss_cls: 0.2702, loss_bbox: 0.7982, loss_obj: 0.2253, loss: 1.2937 2023-02-26 02:20:25,489 - mmdet - INFO - Epoch [242][350/1111] lr: 1.059e-03, eta: 11:10:54, time: 0.578, data_time: 0.034, memory: 27319, loss_cls: 0.2679, loss_bbox: 0.7923, loss_obj: 0.2180, loss: 1.2782 2023-02-26 02:20:54,306 - mmdet - INFO - Epoch [242][400/1111] lr: 1.058e-03, eta: 11:10:22, time: 0.576, data_time: 0.029, memory: 27319, loss_cls: 0.2675, loss_bbox: 0.7881, loss_obj: 0.2226, loss: 1.2782 2023-02-26 02:21:25,061 - mmdet - INFO - Epoch [242][450/1111] lr: 1.057e-03, eta: 11:09:51, time: 0.615, data_time: 0.026, memory: 27319, loss_cls: 0.2598, loss_bbox: 0.7565, loss_obj: 0.2112, loss: 1.2275 2023-02-26 02:21:57,331 - mmdet - INFO - Epoch [242][500/1111] lr: 1.056e-03, eta: 11:09:21, time: 0.645, data_time: 0.030, memory: 27319, loss_cls: 0.2619, loss_bbox: 0.7629, loss_obj: 0.2087, loss: 1.2334 2023-02-26 02:22:30,961 - mmdet - INFO - Epoch [242][550/1111] lr: 1.055e-03, eta: 11:08:51, time: 0.673, data_time: 0.025, memory: 27319, loss_cls: 0.2623, loss_bbox: 0.7670, loss_obj: 0.2140, loss: 1.2433 2023-02-26 02:23:05,759 - mmdet - INFO - Epoch [242][600/1111] lr: 1.054e-03, eta: 11:08:21, time: 0.696, data_time: 0.027, memory: 27319, loss_cls: 0.2596, loss_bbox: 0.7534, loss_obj: 0.2108, loss: 1.2238 2023-02-26 02:23:33,209 - mmdet - INFO - Epoch [242][650/1111] lr: 1.052e-03, eta: 11:07:49, time: 0.549, data_time: 0.038, memory: 27319, loss_cls: 0.2768, loss_bbox: 0.8284, loss_obj: 0.2352, loss: 1.3405 2023-02-26 02:24:03,296 - mmdet - INFO - Epoch [242][700/1111] lr: 1.051e-03, eta: 11:07:18, time: 0.602, data_time: 0.031, memory: 27319, loss_cls: 0.2685, loss_bbox: 0.7920, loss_obj: 0.2320, loss: 1.2926 2023-02-26 02:24:34,158 - mmdet - INFO - Epoch [242][750/1111] lr: 1.050e-03, eta: 11:06:47, time: 0.617, data_time: 0.035, memory: 27319, loss_cls: 0.2675, loss_bbox: 0.7861, loss_obj: 0.2173, loss: 1.2709 2023-02-26 02:25:03,467 - mmdet - INFO - Epoch [242][800/1111] lr: 1.049e-03, eta: 11:06:16, time: 0.586, data_time: 0.028, memory: 27319, loss_cls: 0.2628, loss_bbox: 0.7675, loss_obj: 0.2125, loss: 1.2428 2023-02-26 02:25:33,956 - mmdet - INFO - Epoch [242][850/1111] lr: 1.048e-03, eta: 11:05:45, time: 0.610, data_time: 0.032, memory: 27319, loss_cls: 0.2649, loss_bbox: 0.7766, loss_obj: 0.2178, loss: 1.2594 2023-02-26 02:26:00,570 - mmdet - INFO - Epoch [242][900/1111] lr: 1.047e-03, eta: 11:05:13, time: 0.532, data_time: 0.032, memory: 27319, loss_cls: 0.2708, loss_bbox: 0.8015, loss_obj: 0.2302, loss: 1.3025 2023-02-26 02:26:33,617 - mmdet - INFO - Epoch [242][950/1111] lr: 1.046e-03, eta: 11:04:43, time: 0.661, data_time: 0.025, memory: 27319, loss_cls: 0.2605, loss_bbox: 0.7595, loss_obj: 0.2140, loss: 1.2340 2023-02-26 02:27:04,346 - mmdet - INFO - Epoch [242][1000/1111] lr: 1.045e-03, eta: 11:04:12, time: 0.615, data_time: 0.031, memory: 27319, loss_cls: 0.2639, loss_bbox: 0.7722, loss_obj: 0.2044, loss: 1.2405 2023-02-26 02:27:34,189 - mmdet - INFO - Epoch [242][1050/1111] lr: 1.044e-03, eta: 11:03:41, time: 0.597, data_time: 0.028, memory: 27319, loss_cls: 0.2615, loss_bbox: 0.7636, loss_obj: 0.2083, loss: 1.2335 2023-02-26 02:28:01,893 - mmdet - INFO - Epoch [242][1100/1111] lr: 1.042e-03, eta: 11:03:09, time: 0.554, data_time: 0.024, memory: 27319, loss_cls: 0.2634, loss_bbox: 0.7701, loss_obj: 0.2101, loss: 1.2436 2023-02-26 02:29:01,324 - mmdet - INFO - Epoch [243][50/1111] lr: 1.041e-03, eta: 11:02:35, time: 1.027, data_time: 0.278, memory: 27319, loss_cls: 0.2596, loss_bbox: 0.7511, loss_obj: 0.2025, loss: 1.2132 2023-02-26 02:29:35,940 - mmdet - INFO - Epoch [243][100/1111] lr: 1.040e-03, eta: 11:02:05, time: 0.693, data_time: 0.024, memory: 27319, loss_cls: 0.2569, loss_bbox: 0.7406, loss_obj: 0.2102, loss: 1.2077 2023-02-26 02:30:05,986 - mmdet - INFO - Epoch [243][150/1111] lr: 1.039e-03, eta: 11:01:34, time: 0.601, data_time: 0.026, memory: 27319, loss_cls: 0.2692, loss_bbox: 0.7958, loss_obj: 0.2248, loss: 1.2898 2023-02-26 02:30:34,571 - mmdet - INFO - Epoch [243][200/1111] lr: 1.038e-03, eta: 11:01:02, time: 0.572, data_time: 0.029, memory: 27319, loss_cls: 0.2635, loss_bbox: 0.7732, loss_obj: 0.2103, loss: 1.2469 2023-02-26 02:31:04,721 - mmdet - INFO - Epoch [243][250/1111] lr: 1.037e-03, eta: 11:00:31, time: 0.603, data_time: 0.027, memory: 27319, loss_cls: 0.2541, loss_bbox: 0.7313, loss_obj: 0.2020, loss: 1.1874 2023-02-26 02:31:35,557 - mmdet - INFO - Epoch [243][300/1111] lr: 1.036e-03, eta: 11:00:00, time: 0.617, data_time: 0.030, memory: 27319, loss_cls: 0.2674, loss_bbox: 0.7886, loss_obj: 0.2232, loss: 1.2791 2023-02-26 02:32:04,576 - mmdet - INFO - Epoch [243][350/1111] lr: 1.034e-03, eta: 10:59:29, time: 0.580, data_time: 0.033, memory: 27319, loss_cls: 0.2647, loss_bbox: 0.7765, loss_obj: 0.2121, loss: 1.2533 2023-02-26 02:32:32,065 - mmdet - INFO - Epoch [243][400/1111] lr: 1.033e-03, eta: 10:58:57, time: 0.550, data_time: 0.029, memory: 27319, loss_cls: 0.2673, loss_bbox: 0.7845, loss_obj: 0.2125, loss: 1.2643 2023-02-26 02:33:04,390 - mmdet - INFO - Epoch [243][450/1111] lr: 1.032e-03, eta: 10:58:27, time: 0.646, data_time: 0.028, memory: 27319, loss_cls: 0.2649, loss_bbox: 0.7757, loss_obj: 0.2197, loss: 1.2604 2023-02-26 02:33:31,193 - mmdet - INFO - Epoch [243][500/1111] lr: 1.031e-03, eta: 10:57:55, time: 0.536, data_time: 0.034, memory: 27319, loss_cls: 0.2723, loss_bbox: 0.8095, loss_obj: 0.2278, loss: 1.3096 2023-02-26 02:34:01,715 - mmdet - INFO - Epoch [243][550/1111] lr: 1.030e-03, eta: 10:57:24, time: 0.610, data_time: 0.026, memory: 27319, loss_cls: 0.2661, loss_bbox: 0.7799, loss_obj: 0.2111, loss: 1.2572 2023-02-26 02:34:35,298 - mmdet - INFO - Epoch [243][600/1111] lr: 1.029e-03, eta: 10:56:54, time: 0.672, data_time: 0.024, memory: 27319, loss_cls: 0.2652, loss_bbox: 0.7766, loss_obj: 0.2118, loss: 1.2537 2023-02-26 02:35:06,615 - mmdet - INFO - Epoch [243][650/1111] lr: 1.028e-03, eta: 10:56:23, time: 0.626, data_time: 0.029, memory: 27319, loss_cls: 0.2654, loss_bbox: 0.7789, loss_obj: 0.2124, loss: 1.2567 2023-02-26 02:35:34,440 - mmdet - INFO - Epoch [243][700/1111] lr: 1.027e-03, eta: 10:55:51, time: 0.556, data_time: 0.030, memory: 27319, loss_cls: 0.2683, loss_bbox: 0.7934, loss_obj: 0.2190, loss: 1.2807 2023-02-26 02:36:01,988 - mmdet - INFO - Epoch [243][750/1111] lr: 1.026e-03, eta: 10:55:20, time: 0.551, data_time: 0.032, memory: 27319, loss_cls: 0.2617, loss_bbox: 0.7682, loss_obj: 0.2090, loss: 1.2389 2023-02-26 02:36:32,190 - mmdet - INFO - Epoch [243][800/1111] lr: 1.025e-03, eta: 10:54:49, time: 0.604, data_time: 0.028, memory: 27319, loss_cls: 0.2668, loss_bbox: 0.7850, loss_obj: 0.2160, loss: 1.2678 2023-02-26 02:37:04,191 - mmdet - INFO - Epoch [243][850/1111] lr: 1.023e-03, eta: 10:54:18, time: 0.640, data_time: 0.029, memory: 27319, loss_cls: 0.2650, loss_bbox: 0.7761, loss_obj: 0.2162, loss: 1.2573 2023-02-26 02:37:37,569 - mmdet - INFO - Epoch [243][900/1111] lr: 1.022e-03, eta: 10:53:48, time: 0.667, data_time: 0.023, memory: 27319, loss_cls: 0.2663, loss_bbox: 0.7800, loss_obj: 0.2220, loss: 1.2683 2023-02-26 02:38:03,958 - mmdet - INFO - Epoch [243][950/1111] lr: 1.021e-03, eta: 10:53:16, time: 0.528, data_time: 0.036, memory: 27319, loss_cls: 0.2823, loss_bbox: 0.8529, loss_obj: 0.2349, loss: 1.3701 2023-02-26 02:38:36,211 - mmdet - INFO - Epoch [243][1000/1111] lr: 1.020e-03, eta: 10:52:45, time: 0.645, data_time: 0.027, memory: 27319, loss_cls: 0.2631, loss_bbox: 0.7657, loss_obj: 0.2087, loss: 1.2374 2023-02-26 02:39:05,745 - mmdet - INFO - Epoch [243][1050/1111] lr: 1.019e-03, eta: 10:52:14, time: 0.591, data_time: 0.025, memory: 27319, loss_cls: 0.2629, loss_bbox: 0.7706, loss_obj: 0.2117, loss: 1.2452 2023-02-26 02:39:28,923 - mmdet - INFO - Epoch [243][1100/1111] lr: 1.018e-03, eta: 10:51:41, time: 0.464, data_time: 0.029, memory: 27319, loss_cls: 0.2720, loss_bbox: 0.8097, loss_obj: 0.2245, loss: 1.3062 2023-02-26 02:40:23,820 - mmdet - INFO - Epoch [244][50/1111] lr: 1.017e-03, eta: 10:51:06, time: 0.951, data_time: 0.279, memory: 27319, loss_cls: 0.2723, loss_bbox: 0.8080, loss_obj: 0.2254, loss: 1.3057 2023-02-26 02:40:50,224 - mmdet - INFO - Epoch [244][100/1111] lr: 1.016e-03, eta: 10:50:34, time: 0.528, data_time: 0.033, memory: 27319, loss_cls: 0.2652, loss_bbox: 0.7849, loss_obj: 0.2190, loss: 1.2691 2023-02-26 02:41:21,353 - mmdet - INFO - Epoch [244][150/1111] lr: 1.014e-03, eta: 10:50:03, time: 0.622, data_time: 0.027, memory: 27319, loss_cls: 0.2629, loss_bbox: 0.7644, loss_obj: 0.2015, loss: 1.2288 2023-02-26 02:41:51,518 - mmdet - INFO - Epoch [244][200/1111] lr: 1.013e-03, eta: 10:49:32, time: 0.603, data_time: 0.030, memory: 27319, loss_cls: 0.2728, loss_bbox: 0.8054, loss_obj: 0.2202, loss: 1.2985 2023-02-26 02:42:19,500 - mmdet - INFO - Epoch [244][250/1111] lr: 1.012e-03, eta: 10:49:01, time: 0.560, data_time: 0.029, memory: 27319, loss_cls: 0.2705, loss_bbox: 0.8014, loss_obj: 0.2201, loss: 1.2921 2023-02-26 02:42:51,765 - mmdet - INFO - Epoch [244][300/1111] lr: 1.011e-03, eta: 10:48:30, time: 0.645, data_time: 0.029, memory: 27319, loss_cls: 0.2638, loss_bbox: 0.7740, loss_obj: 0.2116, loss: 1.2494 2023-02-26 02:43:24,015 - mmdet - INFO - Epoch [244][350/1111] lr: 1.010e-03, eta: 10:48:00, time: 0.645, data_time: 0.025, memory: 27319, loss_cls: 0.2588, loss_bbox: 0.7495, loss_obj: 0.2041, loss: 1.2124 2023-02-26 02:43:57,290 - mmdet - INFO - Epoch [244][400/1111] lr: 1.009e-03, eta: 10:47:29, time: 0.665, data_time: 0.028, memory: 27319, loss_cls: 0.2620, loss_bbox: 0.7633, loss_obj: 0.2139, loss: 1.2393 2023-02-26 02:44:24,242 - mmdet - INFO - Epoch [244][450/1111] lr: 1.008e-03, eta: 10:46:58, time: 0.539, data_time: 0.029, memory: 27319, loss_cls: 0.2683, loss_bbox: 0.7885, loss_obj: 0.2129, loss: 1.2697 2023-02-26 02:44:55,720 - mmdet - INFO - Epoch [244][500/1111] lr: 1.007e-03, eta: 10:46:27, time: 0.630, data_time: 0.029, memory: 27319, loss_cls: 0.2593, loss_bbox: 0.7517, loss_obj: 0.2039, loss: 1.2149 2023-02-26 02:45:27,110 - mmdet - INFO - Epoch [244][550/1111] lr: 1.006e-03, eta: 10:45:56, time: 0.628, data_time: 0.027, memory: 27319, loss_cls: 0.2652, loss_bbox: 0.7766, loss_obj: 0.2162, loss: 1.2580 2023-02-26 02:45:57,884 - mmdet - INFO - Epoch [244][600/1111] lr: 1.005e-03, eta: 10:45:25, time: 0.615, data_time: 0.024, memory: 27319, loss_cls: 0.2637, loss_bbox: 0.7707, loss_obj: 0.2082, loss: 1.2426 2023-02-26 02:46:26,981 - mmdet - INFO - Epoch [244][650/1111] lr: 1.004e-03, eta: 10:44:54, time: 0.582, data_time: 0.036, memory: 27319, loss_cls: 0.2698, loss_bbox: 0.7969, loss_obj: 0.2199, loss: 1.2866 2023-02-26 02:46:56,246 - mmdet - INFO - Epoch [244][700/1111] lr: 1.003e-03, eta: 10:44:23, time: 0.585, data_time: 0.029, memory: 27319, loss_cls: 0.2654, loss_bbox: 0.7796, loss_obj: 0.2138, loss: 1.2588 2023-02-26 02:47:28,744 - mmdet - INFO - Epoch [244][750/1111] lr: 1.002e-03, eta: 10:43:52, time: 0.650, data_time: 0.029, memory: 27319, loss_cls: 0.2627, loss_bbox: 0.7620, loss_obj: 0.2070, loss: 1.2317 2023-02-26 02:48:05,850 - mmdet - INFO - Epoch [244][800/1111] lr: 1.000e-03, eta: 10:43:23, time: 0.742, data_time: 0.024, memory: 27319, loss_cls: 0.2557, loss_bbox: 0.7356, loss_obj: 0.2054, loss: 1.1967 2023-02-26 02:48:33,508 - mmdet - INFO - Epoch [244][850/1111] lr: 9.994e-04, eta: 10:42:51, time: 0.553, data_time: 0.034, memory: 27319, loss_cls: 0.2673, loss_bbox: 0.7871, loss_obj: 0.2147, loss: 1.2692 2023-02-26 02:49:07,157 - mmdet - INFO - Epoch [244][900/1111] lr: 9.983e-04, eta: 10:42:21, time: 0.673, data_time: 0.022, memory: 27319, loss_cls: 0.2552, loss_bbox: 0.7347, loss_obj: 0.1975, loss: 1.1875 2023-02-26 02:49:36,985 - mmdet - INFO - Epoch [244][950/1111] lr: 9.972e-04, eta: 10:41:50, time: 0.597, data_time: 0.032, memory: 27319, loss_cls: 0.2679, loss_bbox: 0.7836, loss_obj: 0.2138, loss: 1.2654 2023-02-26 02:50:07,452 - mmdet - INFO - Epoch [244][1000/1111] lr: 9.962e-04, eta: 10:41:19, time: 0.609, data_time: 0.030, memory: 27319, loss_cls: 0.2633, loss_bbox: 0.7666, loss_obj: 0.2038, loss: 1.2338 2023-02-26 02:50:38,138 - mmdet - INFO - Epoch [244][1050/1111] lr: 9.951e-04, eta: 10:40:48, time: 0.614, data_time: 0.025, memory: 27319, loss_cls: 0.2601, loss_bbox: 0.7571, loss_obj: 0.2028, loss: 1.2200 2023-02-26 02:51:13,801 - mmdet - INFO - Epoch [244][1100/1111] lr: 9.940e-04, eta: 10:40:18, time: 0.713, data_time: 0.027, memory: 27319, loss_cls: 0.2587, loss_bbox: 0.7513, loss_obj: 0.1964, loss: 1.2064 2023-02-26 02:52:10,032 - mmdet - INFO - Epoch [245][50/1111] lr: 9.927e-04, eta: 10:39:43, time: 0.986, data_time: 0.277, memory: 27319, loss_cls: 0.2677, loss_bbox: 0.7882, loss_obj: 0.2148, loss: 1.2707 2023-02-26 02:52:39,968 - mmdet - INFO - Epoch [245][100/1111] lr: 9.917e-04, eta: 10:39:12, time: 0.599, data_time: 0.029, memory: 27319, loss_cls: 0.2613, loss_bbox: 0.7645, loss_obj: 0.2060, loss: 1.2318 2023-02-26 02:53:13,348 - mmdet - INFO - Epoch [245][150/1111] lr: 9.906e-04, eta: 10:38:42, time: 0.668, data_time: 0.023, memory: 27319, loss_cls: 0.2628, loss_bbox: 0.7674, loss_obj: 0.2164, loss: 1.2466 2023-02-26 02:53:44,686 - mmdet - INFO - Epoch [245][200/1111] lr: 9.895e-04, eta: 10:38:11, time: 0.627, data_time: 0.037, memory: 27319, loss_cls: 0.2628, loss_bbox: 0.7666, loss_obj: 0.2115, loss: 1.2408 2023-02-26 02:54:18,231 - mmdet - INFO - Epoch [245][250/1111] lr: 9.885e-04, eta: 10:37:41, time: 0.671, data_time: 0.021, memory: 27319, loss_cls: 0.2598, loss_bbox: 0.7536, loss_obj: 0.2123, loss: 1.2257 2023-02-26 02:54:52,480 - mmdet - INFO - Epoch [245][300/1111] lr: 9.874e-04, eta: 10:37:11, time: 0.685, data_time: 0.139, memory: 27319, loss_cls: 0.2622, loss_bbox: 0.7597, loss_obj: 0.2124, loss: 1.2343 2023-02-26 02:55:23,250 - mmdet - INFO - Epoch [245][350/1111] lr: 9.864e-04, eta: 10:36:40, time: 0.615, data_time: 0.023, memory: 27319, loss_cls: 0.2658, loss_bbox: 0.7800, loss_obj: 0.2197, loss: 1.2655 2023-02-26 02:55:56,142 - mmdet - INFO - Epoch [245][400/1111] lr: 9.853e-04, eta: 10:36:09, time: 0.658, data_time: 0.030, memory: 27319, loss_cls: 0.2669, loss_bbox: 0.7846, loss_obj: 0.2205, loss: 1.2720 2023-02-26 02:56:25,744 - mmdet - INFO - Epoch [245][450/1111] lr: 9.843e-04, eta: 10:35:38, time: 0.592, data_time: 0.030, memory: 27319, loss_cls: 0.2621, loss_bbox: 0.7630, loss_obj: 0.2065, loss: 1.2316 2023-02-26 02:56:56,670 - mmdet - INFO - Epoch [245][500/1111] lr: 9.832e-04, eta: 10:35:07, time: 0.618, data_time: 0.027, memory: 27319, loss_cls: 0.2640, loss_bbox: 0.7766, loss_obj: 0.2209, loss: 1.2615 2023-02-26 02:57:26,119 - mmdet - INFO - Epoch [245][550/1111] lr: 9.821e-04, eta: 10:34:36, time: 0.589, data_time: 0.032, memory: 27319, loss_cls: 0.2656, loss_bbox: 0.7834, loss_obj: 0.2232, loss: 1.2722 2023-02-26 02:57:55,062 - mmdet - INFO - Epoch [245][600/1111] lr: 9.811e-04, eta: 10:34:05, time: 0.578, data_time: 0.029, memory: 27319, loss_cls: 0.2641, loss_bbox: 0.7700, loss_obj: 0.2029, loss: 1.2370 2023-02-26 02:58:25,149 - mmdet - INFO - Epoch [245][650/1111] lr: 9.800e-04, eta: 10:33:34, time: 0.602, data_time: 0.031, memory: 27319, loss_cls: 0.2607, loss_bbox: 0.7629, loss_obj: 0.2043, loss: 1.2280 2023-02-26 02:58:55,062 - mmdet - INFO - Epoch [245][700/1111] lr: 9.790e-04, eta: 10:33:03, time: 0.598, data_time: 0.030, memory: 27319, loss_cls: 0.2639, loss_bbox: 0.7760, loss_obj: 0.2125, loss: 1.2523 2023-02-26 02:59:27,109 - mmdet - INFO - Epoch [245][750/1111] lr: 9.779e-04, eta: 10:32:32, time: 0.641, data_time: 0.026, memory: 27319, loss_cls: 0.2595, loss_bbox: 0.7542, loss_obj: 0.2103, loss: 1.2240 2023-02-26 02:59:53,713 - mmdet - INFO - Epoch [245][800/1111] lr: 9.769e-04, eta: 10:32:00, time: 0.532, data_time: 0.030, memory: 27319, loss_cls: 0.2680, loss_bbox: 0.7964, loss_obj: 0.2242, loss: 1.2885 2023-02-26 03:00:26,216 - mmdet - INFO - Epoch [245][850/1111] lr: 9.758e-04, eta: 10:31:30, time: 0.650, data_time: 0.027, memory: 27319, loss_cls: 0.2618, loss_bbox: 0.7627, loss_obj: 0.2169, loss: 1.2413 2023-02-26 03:00:53,677 - mmdet - INFO - Epoch [245][900/1111] lr: 9.748e-04, eta: 10:30:58, time: 0.549, data_time: 0.032, memory: 27319, loss_cls: 0.2722, loss_bbox: 0.8069, loss_obj: 0.2181, loss: 1.2973 2023-02-26 03:01:27,747 - mmdet - INFO - Epoch [245][950/1111] lr: 9.738e-04, eta: 10:30:28, time: 0.682, data_time: 0.025, memory: 27319, loss_cls: 0.2586, loss_bbox: 0.7473, loss_obj: 0.2121, loss: 1.2180 2023-02-26 03:01:55,748 - mmdet - INFO - Epoch [245][1000/1111] lr: 9.727e-04, eta: 10:29:56, time: 0.560, data_time: 0.038, memory: 27319, loss_cls: 0.2744, loss_bbox: 0.8198, loss_obj: 0.2333, loss: 1.3275 2023-02-26 03:02:25,379 - mmdet - INFO - Epoch [245][1050/1111] lr: 9.717e-04, eta: 10:29:25, time: 0.593, data_time: 0.030, memory: 27319, loss_cls: 0.2647, loss_bbox: 0.7770, loss_obj: 0.2100, loss: 1.2518 2023-02-26 03:02:56,647 - mmdet - INFO - Epoch [245][1100/1111] lr: 9.706e-04, eta: 10:28:55, time: 0.625, data_time: 0.028, memory: 27319, loss_cls: 0.2552, loss_bbox: 0.7349, loss_obj: 0.1997, loss: 1.1898 2023-02-26 03:03:49,448 - mmdet - INFO - Epoch [246][50/1111] lr: 9.694e-04, eta: 10:28:19, time: 0.913, data_time: 0.271, memory: 27319, loss_cls: 0.2671, loss_bbox: 0.7877, loss_obj: 0.2148, loss: 1.2697 2023-02-26 03:04:20,954 - mmdet - INFO - Epoch [246][100/1111] lr: 9.683e-04, eta: 10:27:48, time: 0.630, data_time: 0.024, memory: 27319, loss_cls: 0.2599, loss_bbox: 0.7540, loss_obj: 0.2079, loss: 1.2218 2023-02-26 03:04:53,207 - mmdet - INFO - Epoch [246][150/1111] lr: 9.673e-04, eta: 10:27:17, time: 0.645, data_time: 0.028, memory: 27319, loss_cls: 0.2637, loss_bbox: 0.7699, loss_obj: 0.2100, loss: 1.2437 2023-02-26 03:05:25,368 - mmdet - INFO - Epoch [246][200/1111] lr: 9.662e-04, eta: 10:26:47, time: 0.643, data_time: 0.029, memory: 27319, loss_cls: 0.2644, loss_bbox: 0.7702, loss_obj: 0.2140, loss: 1.2486 2023-02-26 03:05:56,526 - mmdet - INFO - Epoch [246][250/1111] lr: 9.652e-04, eta: 10:26:16, time: 0.623, data_time: 0.027, memory: 27319, loss_cls: 0.2675, loss_bbox: 0.7874, loss_obj: 0.2272, loss: 1.2821 2023-02-26 03:06:23,741 - mmdet - INFO - Epoch [246][300/1111] lr: 9.642e-04, eta: 10:25:44, time: 0.544, data_time: 0.031, memory: 27319, loss_cls: 0.2672, loss_bbox: 0.7872, loss_obj: 0.2181, loss: 1.2725 2023-02-26 03:06:53,627 - mmdet - INFO - Epoch [246][350/1111] lr: 9.631e-04, eta: 10:25:13, time: 0.598, data_time: 0.023, memory: 27319, loss_cls: 0.2635, loss_bbox: 0.7714, loss_obj: 0.2109, loss: 1.2458 2023-02-26 03:07:21,344 - mmdet - INFO - Epoch [246][400/1111] lr: 9.621e-04, eta: 10:24:42, time: 0.554, data_time: 0.031, memory: 27319, loss_cls: 0.2660, loss_bbox: 0.7800, loss_obj: 0.2098, loss: 1.2559 2023-02-26 03:07:50,922 - mmdet - INFO - Epoch [246][450/1111] lr: 9.611e-04, eta: 10:24:10, time: 0.592, data_time: 0.030, memory: 27319, loss_cls: 0.2591, loss_bbox: 0.7507, loss_obj: 0.1979, loss: 1.2076 2023-02-26 03:08:25,065 - mmdet - INFO - Epoch [246][500/1111] lr: 9.600e-04, eta: 10:23:40, time: 0.683, data_time: 0.025, memory: 27319, loss_cls: 0.2613, loss_bbox: 0.7650, loss_obj: 0.2161, loss: 1.2424 2023-02-26 03:08:53,251 - mmdet - INFO - Epoch [246][550/1111] lr: 9.590e-04, eta: 10:23:09, time: 0.564, data_time: 0.030, memory: 27319, loss_cls: 0.2637, loss_bbox: 0.7752, loss_obj: 0.2077, loss: 1.2465 2023-02-26 03:09:23,924 - mmdet - INFO - Epoch [246][600/1111] lr: 9.580e-04, eta: 10:22:38, time: 0.613, data_time: 0.030, memory: 27319, loss_cls: 0.2637, loss_bbox: 0.7754, loss_obj: 0.2117, loss: 1.2508 2023-02-26 03:09:52,255 - mmdet - INFO - Epoch [246][650/1111] lr: 9.570e-04, eta: 10:22:06, time: 0.567, data_time: 0.029, memory: 27319, loss_cls: 0.2666, loss_bbox: 0.7850, loss_obj: 0.2203, loss: 1.2719 2023-02-26 03:10:19,482 - mmdet - INFO - Epoch [246][700/1111] lr: 9.559e-04, eta: 10:21:35, time: 0.544, data_time: 0.034, memory: 27319, loss_cls: 0.2688, loss_bbox: 0.7942, loss_obj: 0.2141, loss: 1.2771 2023-02-26 03:10:51,500 - mmdet - INFO - Epoch [246][750/1111] lr: 9.549e-04, eta: 10:21:04, time: 0.640, data_time: 0.025, memory: 27319, loss_cls: 0.2587, loss_bbox: 0.7490, loss_obj: 0.2017, loss: 1.2093 2023-02-26 03:11:21,943 - mmdet - INFO - Epoch [246][800/1111] lr: 9.539e-04, eta: 10:20:33, time: 0.609, data_time: 0.030, memory: 27319, loss_cls: 0.2608, loss_bbox: 0.7608, loss_obj: 0.2140, loss: 1.2357 2023-02-26 03:11:51,220 - mmdet - INFO - Epoch [246][850/1111] lr: 9.529e-04, eta: 10:20:02, time: 0.586, data_time: 0.031, memory: 27319, loss_cls: 0.2705, loss_bbox: 0.8050, loss_obj: 0.2132, loss: 1.2887 2023-02-26 03:12:19,890 - mmdet - INFO - Epoch [246][900/1111] lr: 9.518e-04, eta: 10:19:31, time: 0.573, data_time: 0.034, memory: 27319, loss_cls: 0.2688, loss_bbox: 0.7989, loss_obj: 0.2121, loss: 1.2798 2023-02-26 03:12:50,583 - mmdet - INFO - Epoch [246][950/1111] lr: 9.508e-04, eta: 10:19:00, time: 0.614, data_time: 0.030, memory: 27319, loss_cls: 0.2681, loss_bbox: 0.7886, loss_obj: 0.2122, loss: 1.2688 2023-02-26 03:13:21,393 - mmdet - INFO - Epoch [246][1000/1111] lr: 9.498e-04, eta: 10:18:29, time: 0.616, data_time: 0.036, memory: 27319, loss_cls: 0.2643, loss_bbox: 0.7780, loss_obj: 0.2120, loss: 1.2543 2023-02-26 03:13:49,009 - mmdet - INFO - Epoch [246][1050/1111] lr: 9.488e-04, eta: 10:17:57, time: 0.552, data_time: 0.034, memory: 27319, loss_cls: 0.2709, loss_bbox: 0.8045, loss_obj: 0.2202, loss: 1.2955 2023-02-26 03:14:17,651 - mmdet - INFO - Epoch [246][1100/1111] lr: 9.478e-04, eta: 10:17:26, time: 0.573, data_time: 0.024, memory: 27319, loss_cls: 0.2678, loss_bbox: 0.7920, loss_obj: 0.2132, loss: 1.2730 2023-02-26 03:15:15,263 - mmdet - INFO - Epoch [247][50/1111] lr: 9.465e-04, eta: 10:16:51, time: 1.028, data_time: 0.260, memory: 27319, loss_cls: 0.2616, loss_bbox: 0.7619, loss_obj: 0.2114, loss: 1.2349 2023-02-26 03:15:44,904 - mmdet - INFO - Epoch [247][100/1111] lr: 9.455e-04, eta: 10:16:20, time: 0.593, data_time: 0.033, memory: 27319, loss_cls: 0.2672, loss_bbox: 0.7883, loss_obj: 0.2183, loss: 1.2739 2023-02-26 03:16:10,001 - mmdet - INFO - Epoch [247][150/1111] lr: 9.445e-04, eta: 10:15:48, time: 0.502, data_time: 0.035, memory: 27319, loss_cls: 0.2708, loss_bbox: 0.8038, loss_obj: 0.2214, loss: 1.2960 2023-02-26 03:16:47,569 - mmdet - INFO - Epoch [247][200/1111] lr: 9.435e-04, eta: 10:15:19, time: 0.752, data_time: 0.028, memory: 27319, loss_cls: 0.2585, loss_bbox: 0.7481, loss_obj: 0.2059, loss: 1.2125 2023-02-26 03:17:17,807 - mmdet - INFO - Epoch [247][250/1111] lr: 9.425e-04, eta: 10:14:48, time: 0.605, data_time: 0.029, memory: 27319, loss_cls: 0.2675, loss_bbox: 0.7891, loss_obj: 0.2167, loss: 1.2733 2023-02-26 03:17:47,806 - mmdet - INFO - Epoch [247][300/1111] lr: 9.415e-04, eta: 10:14:17, time: 0.600, data_time: 0.029, memory: 27319, loss_cls: 0.2693, loss_bbox: 0.7988, loss_obj: 0.2185, loss: 1.2866 2023-02-26 03:18:21,102 - mmdet - INFO - Epoch [247][350/1111] lr: 9.405e-04, eta: 10:13:46, time: 0.666, data_time: 0.028, memory: 27319, loss_cls: 0.2587, loss_bbox: 0.7487, loss_obj: 0.2058, loss: 1.2133 2023-02-26 03:18:49,468 - mmdet - INFO - Epoch [247][400/1111] lr: 9.394e-04, eta: 10:13:15, time: 0.567, data_time: 0.029, memory: 27319, loss_cls: 0.2655, loss_bbox: 0.7824, loss_obj: 0.2174, loss: 1.2653 2023-02-26 03:19:17,081 - mmdet - INFO - Epoch [247][450/1111] lr: 9.384e-04, eta: 10:12:43, time: 0.552, data_time: 0.033, memory: 27319, loss_cls: 0.2726, loss_bbox: 0.8097, loss_obj: 0.2213, loss: 1.3036 2023-02-26 03:19:44,898 - mmdet - INFO - Epoch [247][500/1111] lr: 9.374e-04, eta: 10:12:12, time: 0.556, data_time: 0.035, memory: 27319, loss_cls: 0.2704, loss_bbox: 0.8073, loss_obj: 0.2241, loss: 1.3018 2023-02-26 03:20:14,466 - mmdet - INFO - Epoch [247][550/1111] lr: 9.364e-04, eta: 10:11:40, time: 0.591, data_time: 0.033, memory: 27319, loss_cls: 0.2605, loss_bbox: 0.7573, loss_obj: 0.2024, loss: 1.2202 2023-02-26 03:20:45,585 - mmdet - INFO - Epoch [247][600/1111] lr: 9.354e-04, eta: 10:11:10, time: 0.623, data_time: 0.028, memory: 27319, loss_cls: 0.2629, loss_bbox: 0.7684, loss_obj: 0.2106, loss: 1.2419 2023-02-26 03:21:13,535 - mmdet - INFO - Epoch [247][650/1111] lr: 9.344e-04, eta: 10:10:38, time: 0.559, data_time: 0.039, memory: 27319, loss_cls: 0.2704, loss_bbox: 0.8042, loss_obj: 0.2211, loss: 1.2957 2023-02-26 03:21:41,432 - mmdet - INFO - Epoch [247][700/1111] lr: 9.334e-04, eta: 10:10:07, time: 0.558, data_time: 0.034, memory: 27319, loss_cls: 0.2662, loss_bbox: 0.7868, loss_obj: 0.2166, loss: 1.2696 2023-02-26 03:22:08,899 - mmdet - INFO - Epoch [247][750/1111] lr: 9.324e-04, eta: 10:09:35, time: 0.549, data_time: 0.030, memory: 27319, loss_cls: 0.2639, loss_bbox: 0.7762, loss_obj: 0.2075, loss: 1.2476 2023-02-26 03:22:42,124 - mmdet - INFO - Epoch [247][800/1111] lr: 9.314e-04, eta: 10:09:05, time: 0.665, data_time: 0.028, memory: 27319, loss_cls: 0.2625, loss_bbox: 0.7672, loss_obj: 0.2115, loss: 1.2412 2023-02-26 03:23:15,586 - mmdet - INFO - Epoch [247][850/1111] lr: 9.304e-04, eta: 10:08:34, time: 0.669, data_time: 0.027, memory: 27319, loss_cls: 0.2649, loss_bbox: 0.7759, loss_obj: 0.2123, loss: 1.2532 2023-02-26 03:23:47,207 - mmdet - INFO - Epoch [247][900/1111] lr: 9.294e-04, eta: 10:08:04, time: 0.632, data_time: 0.029, memory: 27319, loss_cls: 0.2616, loss_bbox: 0.7649, loss_obj: 0.2159, loss: 1.2424 2023-02-26 03:24:16,699 - mmdet - INFO - Epoch [247][950/1111] lr: 9.284e-04, eta: 10:07:32, time: 0.590, data_time: 0.028, memory: 27319, loss_cls: 0.2647, loss_bbox: 0.7757, loss_obj: 0.2065, loss: 1.2469 2023-02-26 03:24:48,296 - mmdet - INFO - Epoch [247][1000/1111] lr: 9.274e-04, eta: 10:07:02, time: 0.632, data_time: 0.032, memory: 27319, loss_cls: 0.2583, loss_bbox: 0.7499, loss_obj: 0.2085, loss: 1.2167 2023-02-26 03:25:15,919 - mmdet - INFO - Epoch [247][1050/1111] lr: 9.264e-04, eta: 10:06:30, time: 0.552, data_time: 0.034, memory: 27319, loss_cls: 0.2692, loss_bbox: 0.7981, loss_obj: 0.2168, loss: 1.2841 2023-02-26 03:25:42,926 - mmdet - INFO - Epoch [247][1100/1111] lr: 9.254e-04, eta: 10:05:59, time: 0.540, data_time: 0.024, memory: 27319, loss_cls: 0.2666, loss_bbox: 0.7865, loss_obj: 0.2198, loss: 1.2730 2023-02-26 03:26:40,065 - mmdet - INFO - Epoch [248][50/1111] lr: 9.242e-04, eta: 10:05:24, time: 1.001, data_time: 0.269, memory: 27319, loss_cls: 0.2554, loss_bbox: 0.7354, loss_obj: 0.2046, loss: 1.1954 2023-02-26 03:27:12,262 - mmdet - INFO - Epoch [248][100/1111] lr: 9.233e-04, eta: 10:04:53, time: 0.644, data_time: 0.026, memory: 27319, loss_cls: 0.2582, loss_bbox: 0.7454, loss_obj: 0.2064, loss: 1.2100 2023-02-26 03:27:43,259 - mmdet - INFO - Epoch [248][150/1111] lr: 9.223e-04, eta: 10:04:22, time: 0.620, data_time: 0.027, memory: 27319, loss_cls: 0.2595, loss_bbox: 0.7526, loss_obj: 0.2011, loss: 1.2131 2023-02-26 03:28:12,795 - mmdet - INFO - Epoch [248][200/1111] lr: 9.213e-04, eta: 10:03:51, time: 0.591, data_time: 0.029, memory: 27319, loss_cls: 0.2672, loss_bbox: 0.7889, loss_obj: 0.2186, loss: 1.2747 2023-02-26 03:28:41,605 - mmdet - INFO - Epoch [248][250/1111] lr: 9.203e-04, eta: 10:03:20, time: 0.576, data_time: 0.037, memory: 27319, loss_cls: 0.2686, loss_bbox: 0.7950, loss_obj: 0.2146, loss: 1.2782 2023-02-26 03:29:11,030 - mmdet - INFO - Epoch [248][300/1111] lr: 9.193e-04, eta: 10:02:48, time: 0.589, data_time: 0.026, memory: 27319, loss_cls: 0.2625, loss_bbox: 0.7678, loss_obj: 0.2129, loss: 1.2432 2023-02-26 03:29:39,584 - mmdet - INFO - Epoch [248][350/1111] lr: 9.183e-04, eta: 10:02:17, time: 0.571, data_time: 0.025, memory: 27319, loss_cls: 0.2604, loss_bbox: 0.7636, loss_obj: 0.2059, loss: 1.2299 2023-02-26 03:30:07,017 - mmdet - INFO - Epoch [248][400/1111] lr: 9.173e-04, eta: 10:01:45, time: 0.549, data_time: 0.028, memory: 27319, loss_cls: 0.2604, loss_bbox: 0.7623, loss_obj: 0.2103, loss: 1.2330 2023-02-26 03:30:36,035 - mmdet - INFO - Epoch [248][450/1111] lr: 9.163e-04, eta: 10:01:14, time: 0.580, data_time: 0.031, memory: 27319, loss_cls: 0.2703, loss_bbox: 0.7991, loss_obj: 0.2164, loss: 1.2858 2023-02-26 03:31:09,081 - mmdet - INFO - Epoch [248][500/1111] lr: 9.154e-04, eta: 10:00:44, time: 0.661, data_time: 0.029, memory: 27319, loss_cls: 0.2577, loss_bbox: 0.7493, loss_obj: 0.1994, loss: 1.2064 2023-02-26 03:31:42,194 - mmdet - INFO - Epoch [248][550/1111] lr: 9.144e-04, eta: 10:00:13, time: 0.662, data_time: 0.028, memory: 27319, loss_cls: 0.2596, loss_bbox: 0.7546, loss_obj: 0.2008, loss: 1.2150 2023-02-26 03:32:13,436 - mmdet - INFO - Epoch [248][600/1111] lr: 9.134e-04, eta: 9:59:43, time: 0.625, data_time: 0.026, memory: 27319, loss_cls: 0.2598, loss_bbox: 0.7570, loss_obj: 0.2066, loss: 1.2234 2023-02-26 03:32:45,534 - mmdet - INFO - Epoch [248][650/1111] lr: 9.124e-04, eta: 9:59:12, time: 0.642, data_time: 0.027, memory: 27319, loss_cls: 0.2580, loss_bbox: 0.7499, loss_obj: 0.2042, loss: 1.2121 2023-02-26 03:33:16,844 - mmdet - INFO - Epoch [248][700/1111] lr: 9.115e-04, eta: 9:58:41, time: 0.626, data_time: 0.026, memory: 27319, loss_cls: 0.2622, loss_bbox: 0.7662, loss_obj: 0.2114, loss: 1.2397 2023-02-26 03:33:45,157 - mmdet - INFO - Epoch [248][750/1111] lr: 9.105e-04, eta: 9:58:10, time: 0.566, data_time: 0.036, memory: 27319, loss_cls: 0.2640, loss_bbox: 0.7740, loss_obj: 0.2113, loss: 1.2493 2023-02-26 03:34:16,570 - mmdet - INFO - Epoch [248][800/1111] lr: 9.095e-04, eta: 9:57:39, time: 0.628, data_time: 0.030, memory: 27319, loss_cls: 0.2609, loss_bbox: 0.7603, loss_obj: 0.2049, loss: 1.2261 2023-02-26 03:34:47,496 - mmdet - INFO - Epoch [248][850/1111] lr: 9.085e-04, eta: 9:57:08, time: 0.619, data_time: 0.029, memory: 27319, loss_cls: 0.2692, loss_bbox: 0.7899, loss_obj: 0.2082, loss: 1.2674 2023-02-26 03:35:17,174 - mmdet - INFO - Epoch [248][900/1111] lr: 9.076e-04, eta: 9:56:37, time: 0.594, data_time: 0.026, memory: 27319, loss_cls: 0.2598, loss_bbox: 0.7551, loss_obj: 0.1988, loss: 1.2138 2023-02-26 03:35:50,201 - mmdet - INFO - Epoch [248][950/1111] lr: 9.066e-04, eta: 9:56:07, time: 0.661, data_time: 0.028, memory: 27319, loss_cls: 0.2487, loss_bbox: 0.7095, loss_obj: 0.1906, loss: 1.1488 2023-02-26 03:36:24,099 - mmdet - INFO - Epoch [248][1000/1111] lr: 9.056e-04, eta: 9:55:36, time: 0.678, data_time: 0.027, memory: 27319, loss_cls: 0.2556, loss_bbox: 0.7386, loss_obj: 0.2095, loss: 1.2037 2023-02-26 03:36:52,876 - mmdet - INFO - Epoch [248][1050/1111] lr: 9.046e-04, eta: 9:55:05, time: 0.576, data_time: 0.031, memory: 27319, loss_cls: 0.2706, loss_bbox: 0.8057, loss_obj: 0.2244, loss: 1.3007 2023-02-26 03:37:23,325 - mmdet - INFO - Epoch [248][1100/1111] lr: 9.037e-04, eta: 9:54:34, time: 0.609, data_time: 0.026, memory: 27319, loss_cls: 0.2630, loss_bbox: 0.7728, loss_obj: 0.2089, loss: 1.2446 2023-02-26 03:38:19,724 - mmdet - INFO - Epoch [249][50/1111] lr: 9.025e-04, eta: 9:53:59, time: 1.019, data_time: 0.263, memory: 27319, loss_cls: 0.2530, loss_bbox: 0.7259, loss_obj: 0.2018, loss: 1.1807 2023-02-26 03:38:48,295 - mmdet - INFO - Epoch [249][100/1111] lr: 9.015e-04, eta: 9:53:28, time: 0.571, data_time: 0.029, memory: 27319, loss_cls: 0.2639, loss_bbox: 0.7735, loss_obj: 0.2132, loss: 1.2505 2023-02-26 03:39:18,498 - mmdet - INFO - Epoch [249][150/1111] lr: 9.006e-04, eta: 9:52:57, time: 0.604, data_time: 0.028, memory: 27319, loss_cls: 0.2624, loss_bbox: 0.7683, loss_obj: 0.2123, loss: 1.2429 2023-02-26 03:39:46,986 - mmdet - INFO - Epoch [249][200/1111] lr: 8.996e-04, eta: 9:52:26, time: 0.570, data_time: 0.025, memory: 27319, loss_cls: 0.2659, loss_bbox: 0.7881, loss_obj: 0.2200, loss: 1.2741 2023-02-26 03:40:18,224 - mmdet - INFO - Epoch [249][250/1111] lr: 8.986e-04, eta: 9:51:55, time: 0.625, data_time: 0.033, memory: 27319, loss_cls: 0.2650, loss_bbox: 0.7825, loss_obj: 0.2159, loss: 1.2633 2023-02-26 03:40:47,160 - mmdet - INFO - Epoch [249][300/1111] lr: 8.977e-04, eta: 9:51:23, time: 0.579, data_time: 0.029, memory: 27319, loss_cls: 0.2597, loss_bbox: 0.7561, loss_obj: 0.2034, loss: 1.2192 2023-02-26 03:41:13,552 - mmdet - INFO - Epoch [249][350/1111] lr: 8.967e-04, eta: 9:50:52, time: 0.528, data_time: 0.032, memory: 27319, loss_cls: 0.2671, loss_bbox: 0.7886, loss_obj: 0.2079, loss: 1.2635 2023-02-26 03:41:42,151 - mmdet - INFO - Epoch [249][400/1111] lr: 8.958e-04, eta: 9:50:20, time: 0.572, data_time: 0.027, memory: 27319, loss_cls: 0.2646, loss_bbox: 0.7805, loss_obj: 0.2105, loss: 1.2557 2023-02-26 03:42:11,710 - mmdet - INFO - Epoch [249][450/1111] lr: 8.948e-04, eta: 9:49:49, time: 0.591, data_time: 0.029, memory: 27319, loss_cls: 0.2590, loss_bbox: 0.7537, loss_obj: 0.2050, loss: 1.2177 2023-02-26 03:42:42,567 - mmdet - INFO - Epoch [249][500/1111] lr: 8.938e-04, eta: 9:49:18, time: 0.617, data_time: 0.031, memory: 27319, loss_cls: 0.2588, loss_bbox: 0.7491, loss_obj: 0.2136, loss: 1.2215 2023-02-26 03:43:09,931 - mmdet - INFO - Epoch [249][550/1111] lr: 8.929e-04, eta: 9:48:47, time: 0.547, data_time: 0.030, memory: 27319, loss_cls: 0.2627, loss_bbox: 0.7714, loss_obj: 0.2090, loss: 1.2431 2023-02-26 03:43:38,817 - mmdet - INFO - Epoch [249][600/1111] lr: 8.919e-04, eta: 9:48:15, time: 0.578, data_time: 0.031, memory: 27319, loss_cls: 0.2608, loss_bbox: 0.7650, loss_obj: 0.2114, loss: 1.2372 2023-02-26 03:44:10,846 - mmdet - INFO - Epoch [249][650/1111] lr: 8.910e-04, eta: 9:47:45, time: 0.641, data_time: 0.031, memory: 27319, loss_cls: 0.2594, loss_bbox: 0.7535, loss_obj: 0.2090, loss: 1.2219 2023-02-26 03:44:40,117 - mmdet - INFO - Epoch [249][700/1111] lr: 8.900e-04, eta: 9:47:14, time: 0.585, data_time: 0.030, memory: 27319, loss_cls: 0.2642, loss_bbox: 0.7766, loss_obj: 0.2077, loss: 1.2485 2023-02-26 03:45:09,058 - mmdet - INFO - Epoch [249][750/1111] lr: 8.891e-04, eta: 9:46:42, time: 0.579, data_time: 0.032, memory: 27319, loss_cls: 0.2634, loss_bbox: 0.7759, loss_obj: 0.2131, loss: 1.2523 2023-02-26 03:45:39,359 - mmdet - INFO - Epoch [249][800/1111] lr: 8.881e-04, eta: 9:46:11, time: 0.606, data_time: 0.033, memory: 27319, loss_cls: 0.2618, loss_bbox: 0.7639, loss_obj: 0.2115, loss: 1.2372 2023-02-26 03:46:09,042 - mmdet - INFO - Epoch [249][850/1111] lr: 8.872e-04, eta: 9:45:40, time: 0.594, data_time: 0.029, memory: 27319, loss_cls: 0.2681, loss_bbox: 0.7932, loss_obj: 0.2164, loss: 1.2777 2023-02-26 03:46:40,687 - mmdet - INFO - Epoch [249][900/1111] lr: 8.862e-04, eta: 9:45:10, time: 0.633, data_time: 0.025, memory: 27319, loss_cls: 0.2594, loss_bbox: 0.7531, loss_obj: 0.2000, loss: 1.2125 2023-02-26 03:47:07,839 - mmdet - INFO - Epoch [249][950/1111] lr: 8.853e-04, eta: 9:44:38, time: 0.543, data_time: 0.033, memory: 27319, loss_cls: 0.2674, loss_bbox: 0.7915, loss_obj: 0.2130, loss: 1.2718 2023-02-26 03:47:38,826 - mmdet - INFO - Epoch [249][1000/1111] lr: 8.843e-04, eta: 9:44:07, time: 0.620, data_time: 0.027, memory: 27319, loss_cls: 0.2612, loss_bbox: 0.7598, loss_obj: 0.2072, loss: 1.2283 2023-02-26 03:48:08,108 - mmdet - INFO - Epoch [249][1050/1111] lr: 8.834e-04, eta: 9:43:36, time: 0.586, data_time: 0.032, memory: 27319, loss_cls: 0.2657, loss_bbox: 0.7830, loss_obj: 0.2115, loss: 1.2602 2023-02-26 03:48:35,413 - mmdet - INFO - Epoch [249][1100/1111] lr: 8.825e-04, eta: 9:43:04, time: 0.546, data_time: 0.027, memory: 27319, loss_cls: 0.2646, loss_bbox: 0.7771, loss_obj: 0.2038, loss: 1.2455 2023-02-26 03:49:29,621 - mmdet - INFO - Epoch [250][50/1111] lr: 8.813e-04, eta: 9:42:29, time: 0.951, data_time: 0.282, memory: 27319, loss_cls: 0.2657, loss_bbox: 0.7846, loss_obj: 0.2230, loss: 1.2733 2023-02-26 03:50:01,059 - mmdet - INFO - Epoch [250][100/1111] lr: 8.804e-04, eta: 9:41:58, time: 0.629, data_time: 0.022, memory: 27319, loss_cls: 0.2540, loss_bbox: 0.7311, loss_obj: 0.1938, loss: 1.1789 2023-02-26 03:50:33,296 - mmdet - INFO - Epoch [250][150/1111] lr: 8.794e-04, eta: 9:41:27, time: 0.645, data_time: 0.028, memory: 27319, loss_cls: 0.2601, loss_bbox: 0.7613, loss_obj: 0.2112, loss: 1.2326 2023-02-26 03:51:05,094 - mmdet - INFO - Epoch [250][200/1111] lr: 8.785e-04, eta: 9:40:57, time: 0.635, data_time: 0.029, memory: 27319, loss_cls: 0.2606, loss_bbox: 0.7596, loss_obj: 0.2089, loss: 1.2291 2023-02-26 03:51:37,090 - mmdet - INFO - Epoch [250][250/1111] lr: 8.775e-04, eta: 9:40:26, time: 0.640, data_time: 0.029, memory: 27319, loss_cls: 0.2622, loss_bbox: 0.7640, loss_obj: 0.2043, loss: 1.2305 2023-02-26 03:52:04,902 - mmdet - INFO - Epoch [250][300/1111] lr: 8.766e-04, eta: 9:39:55, time: 0.556, data_time: 0.028, memory: 27319, loss_cls: 0.2664, loss_bbox: 0.7862, loss_obj: 0.2087, loss: 1.2612 2023-02-26 03:52:32,405 - mmdet - INFO - Epoch [250][350/1111] lr: 8.757e-04, eta: 9:39:23, time: 0.550, data_time: 0.036, memory: 27319, loss_cls: 0.2648, loss_bbox: 0.7829, loss_obj: 0.2191, loss: 1.2667 2023-02-26 03:52:59,185 - mmdet - INFO - Epoch [250][400/1111] lr: 8.747e-04, eta: 9:38:51, time: 0.536, data_time: 0.032, memory: 27319, loss_cls: 0.2663, loss_bbox: 0.7859, loss_obj: 0.2111, loss: 1.2633 2023-02-26 03:53:28,097 - mmdet - INFO - Epoch [250][450/1111] lr: 8.738e-04, eta: 9:38:20, time: 0.578, data_time: 0.033, memory: 27319, loss_cls: 0.2691, loss_bbox: 0.7955, loss_obj: 0.2179, loss: 1.2825 2023-02-26 03:53:58,365 - mmdet - INFO - Epoch [250][500/1111] lr: 8.729e-04, eta: 9:37:49, time: 0.606, data_time: 0.037, memory: 27319, loss_cls: 0.2639, loss_bbox: 0.7776, loss_obj: 0.2126, loss: 1.2541 2023-02-26 03:54:32,267 - mmdet - INFO - Epoch [250][550/1111] lr: 8.719e-04, eta: 9:37:19, time: 0.678, data_time: 0.024, memory: 27319, loss_cls: 0.2592, loss_bbox: 0.7564, loss_obj: 0.2104, loss: 1.2260 2023-02-26 03:55:01,598 - mmdet - INFO - Epoch [250][600/1111] lr: 8.710e-04, eta: 9:36:48, time: 0.587, data_time: 0.035, memory: 27319, loss_cls: 0.2659, loss_bbox: 0.7827, loss_obj: 0.2140, loss: 1.2625 2023-02-26 03:55:32,581 - mmdet - INFO - Epoch [250][650/1111] lr: 8.701e-04, eta: 9:36:17, time: 0.620, data_time: 0.027, memory: 27319, loss_cls: 0.2609, loss_bbox: 0.7611, loss_obj: 0.2057, loss: 1.2277 2023-02-26 03:56:01,105 - mmdet - INFO - Epoch [250][700/1111] lr: 8.692e-04, eta: 9:35:45, time: 0.570, data_time: 0.031, memory: 27319, loss_cls: 0.2573, loss_bbox: 0.7481, loss_obj: 0.1999, loss: 1.2053 2023-02-26 03:56:29,382 - mmdet - INFO - Epoch [250][750/1111] lr: 8.682e-04, eta: 9:35:14, time: 0.566, data_time: 0.028, memory: 27319, loss_cls: 0.2671, loss_bbox: 0.7900, loss_obj: 0.2114, loss: 1.2686 2023-02-26 03:56:57,718 - mmdet - INFO - Epoch [250][800/1111] lr: 8.673e-04, eta: 9:34:43, time: 0.566, data_time: 0.035, memory: 27319, loss_cls: 0.2687, loss_bbox: 0.7966, loss_obj: 0.2210, loss: 1.2863 2023-02-26 03:57:28,087 - mmdet - INFO - Epoch [250][850/1111] lr: 8.664e-04, eta: 9:34:12, time: 0.608, data_time: 0.029, memory: 27319, loss_cls: 0.2575, loss_bbox: 0.7452, loss_obj: 0.2012, loss: 1.2039 2023-02-26 03:58:03,279 - mmdet - INFO - Epoch [250][900/1111] lr: 8.655e-04, eta: 9:33:42, time: 0.704, data_time: 0.023, memory: 27319, loss_cls: 0.2511, loss_bbox: 0.7184, loss_obj: 0.1898, loss: 1.1593 2023-02-26 03:58:31,249 - mmdet - INFO - Epoch [250][950/1111] lr: 8.645e-04, eta: 9:33:10, time: 0.559, data_time: 0.039, memory: 27319, loss_cls: 0.2669, loss_bbox: 0.7845, loss_obj: 0.2082, loss: 1.2597 2023-02-26 03:59:00,105 - mmdet - INFO - Epoch [250][1000/1111] lr: 8.636e-04, eta: 9:32:39, time: 0.577, data_time: 0.029, memory: 27319, loss_cls: 0.2612, loss_bbox: 0.7703, loss_obj: 0.2126, loss: 1.2442 2023-02-26 03:59:31,963 - mmdet - INFO - Epoch [250][1050/1111] lr: 8.627e-04, eta: 9:32:08, time: 0.637, data_time: 0.030, memory: 27319, loss_cls: 0.2569, loss_bbox: 0.7451, loss_obj: 0.2015, loss: 1.2034 2023-02-26 04:00:03,204 - mmdet - INFO - Epoch [250][1100/1111] lr: 8.618e-04, eta: 9:31:38, time: 0.625, data_time: 0.025, memory: 27319, loss_cls: 0.2555, loss_bbox: 0.7364, loss_obj: 0.1965, loss: 1.1884 2023-02-26 04:00:08,244 - mmdet - INFO - Saving checkpoint at 250 epochs 2023-02-26 04:03:02,490 - mmdet - INFO - Evaluating bbox... 2023-02-26 04:03:18,124 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.893 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.970 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.932 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.090 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.777 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.944 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.911 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.911 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.911 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.274 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.835 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.955 2023-02-26 04:03:18,226 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 04:03:18,226 - mmdet - INFO - Epoch(val) [250][4200] bbox_mAP: 0.8928, bbox_mAP_50: 0.9702, bbox_mAP_75: 0.9319, bbox_mAP_s: 0.0900, bbox_mAP_m: 0.7771, bbox_mAP_l: 0.9437, bbox_mAP_copypaste: 0.8928 0.9702 0.9319 0.0900 0.7771 0.9437 2023-02-26 04:03:54,529 - mmdet - INFO - Epoch [251][50/1111] lr: 8.607e-04, eta: 9:31:00, time: 0.725, data_time: 0.170, memory: 27319, loss_cls: 0.2643, loss_bbox: 0.7749, loss_obj: 0.2051, loss: 1.2442 2023-02-26 04:04:29,143 - mmdet - INFO - Epoch [251][100/1111] lr: 8.597e-04, eta: 9:30:29, time: 0.692, data_time: 0.028, memory: 27319, loss_cls: 0.2596, loss_bbox: 0.7576, loss_obj: 0.2098, loss: 1.2270 2023-02-26 04:05:00,155 - mmdet - INFO - Epoch [251][150/1111] lr: 8.588e-04, eta: 9:29:59, time: 0.620, data_time: 0.026, memory: 27319, loss_cls: 0.2576, loss_bbox: 0.7484, loss_obj: 0.1990, loss: 1.2050 2023-02-26 04:05:33,430 - mmdet - INFO - Epoch [251][200/1111] lr: 8.579e-04, eta: 9:29:28, time: 0.665, data_time: 0.027, memory: 27319, loss_cls: 0.2577, loss_bbox: 0.7489, loss_obj: 0.2120, loss: 1.2187 2023-02-26 04:06:05,455 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 04:06:05,455 - mmdet - INFO - Epoch [251][250/1111] lr: 8.570e-04, eta: 9:28:58, time: 0.641, data_time: 0.029, memory: 27319, loss_cls: 0.2584, loss_bbox: 0.7512, loss_obj: 0.2069, loss: 1.2164 2023-02-26 04:06:35,043 - mmdet - INFO - Epoch [251][300/1111] lr: 8.561e-04, eta: 9:28:26, time: 0.592, data_time: 0.029, memory: 27319, loss_cls: 0.2619, loss_bbox: 0.7663, loss_obj: 0.2117, loss: 1.2399 2023-02-26 04:07:03,362 - mmdet - INFO - Epoch [251][350/1111] lr: 8.552e-04, eta: 9:27:55, time: 0.566, data_time: 0.030, memory: 27319, loss_cls: 0.2637, loss_bbox: 0.7737, loss_obj: 0.2143, loss: 1.2516 2023-02-26 04:07:33,311 - mmdet - INFO - Epoch [251][400/1111] lr: 8.543e-04, eta: 9:27:24, time: 0.599, data_time: 0.031, memory: 27319, loss_cls: 0.2639, loss_bbox: 0.7723, loss_obj: 0.2088, loss: 1.2450 2023-02-26 04:08:00,279 - mmdet - INFO - Epoch [251][450/1111] lr: 8.534e-04, eta: 9:26:52, time: 0.539, data_time: 0.033, memory: 27319, loss_cls: 0.2686, loss_bbox: 0.7929, loss_obj: 0.2100, loss: 1.2715 2023-02-26 04:08:33,699 - mmdet - INFO - Epoch [251][500/1111] lr: 8.524e-04, eta: 9:26:22, time: 0.668, data_time: 0.025, memory: 27319, loss_cls: 0.2563, loss_bbox: 0.7373, loss_obj: 0.1970, loss: 1.1906 2023-02-26 04:09:06,464 - mmdet - INFO - Epoch [251][550/1111] lr: 8.515e-04, eta: 9:25:52, time: 0.655, data_time: 0.030, memory: 27319, loss_cls: 0.2603, loss_bbox: 0.7593, loss_obj: 0.2090, loss: 1.2285 2023-02-26 04:09:33,224 - mmdet - INFO - Epoch [251][600/1111] lr: 8.506e-04, eta: 9:25:20, time: 0.535, data_time: 0.035, memory: 27319, loss_cls: 0.2691, loss_bbox: 0.8003, loss_obj: 0.2245, loss: 1.2939 2023-02-26 04:10:04,740 - mmdet - INFO - Epoch [251][650/1111] lr: 8.497e-04, eta: 9:24:49, time: 0.630, data_time: 0.029, memory: 27319, loss_cls: 0.2636, loss_bbox: 0.7749, loss_obj: 0.2174, loss: 1.2559 2023-02-26 04:10:31,484 - mmdet - INFO - Epoch [251][700/1111] lr: 8.488e-04, eta: 9:24:17, time: 0.535, data_time: 0.033, memory: 27319, loss_cls: 0.2666, loss_bbox: 0.7894, loss_obj: 0.2173, loss: 1.2733 2023-02-26 04:10:59,224 - mmdet - INFO - Epoch [251][750/1111] lr: 8.479e-04, eta: 9:23:46, time: 0.555, data_time: 0.030, memory: 27319, loss_cls: 0.2642, loss_bbox: 0.7738, loss_obj: 0.2165, loss: 1.2545 2023-02-26 04:11:28,872 - mmdet - INFO - Epoch [251][800/1111] lr: 8.470e-04, eta: 9:23:15, time: 0.593, data_time: 0.030, memory: 27319, loss_cls: 0.2598, loss_bbox: 0.7566, loss_obj: 0.2072, loss: 1.2236 2023-02-26 04:12:03,334 - mmdet - INFO - Epoch [251][850/1111] lr: 8.461e-04, eta: 9:22:45, time: 0.690, data_time: 0.027, memory: 27319, loss_cls: 0.2596, loss_bbox: 0.7514, loss_obj: 0.2096, loss: 1.2206 2023-02-26 04:12:32,082 - mmdet - INFO - Epoch [251][900/1111] lr: 8.452e-04, eta: 9:22:13, time: 0.575, data_time: 0.032, memory: 27319, loss_cls: 0.2674, loss_bbox: 0.7896, loss_obj: 0.2120, loss: 1.2690 2023-02-26 04:13:07,021 - mmdet - INFO - Epoch [251][950/1111] lr: 8.443e-04, eta: 9:21:43, time: 0.698, data_time: 0.026, memory: 27319, loss_cls: 0.2536, loss_bbox: 0.7306, loss_obj: 0.1999, loss: 1.1841 2023-02-26 04:13:39,384 - mmdet - INFO - Epoch [251][1000/1111] lr: 8.434e-04, eta: 9:21:13, time: 0.647, data_time: 0.030, memory: 27319, loss_cls: 0.2627, loss_bbox: 0.7686, loss_obj: 0.2087, loss: 1.2401 2023-02-26 04:14:11,570 - mmdet - INFO - Epoch [251][1050/1111] lr: 8.425e-04, eta: 9:20:42, time: 0.644, data_time: 0.029, memory: 27319, loss_cls: 0.2607, loss_bbox: 0.7617, loss_obj: 0.2173, loss: 1.2397 2023-02-26 04:14:40,125 - mmdet - INFO - Epoch [251][1100/1111] lr: 8.417e-04, eta: 9:20:11, time: 0.571, data_time: 0.028, memory: 27319, loss_cls: 0.2592, loss_bbox: 0.7512, loss_obj: 0.1946, loss: 1.2051 2023-02-26 04:15:31,299 - mmdet - INFO - Epoch [252][50/1111] lr: 8.406e-04, eta: 9:19:35, time: 0.935, data_time: 0.295, memory: 27319, loss_cls: 0.2665, loss_bbox: 0.7839, loss_obj: 0.2123, loss: 1.2628 2023-02-26 04:16:02,310 - mmdet - INFO - Epoch [252][100/1111] lr: 8.397e-04, eta: 9:19:04, time: 0.620, data_time: 0.027, memory: 27319, loss_cls: 0.2519, loss_bbox: 0.7249, loss_obj: 0.1960, loss: 1.1728 2023-02-26 04:16:33,353 - mmdet - INFO - Epoch [252][150/1111] lr: 8.388e-04, eta: 9:18:33, time: 0.621, data_time: 0.034, memory: 27319, loss_cls: 0.2634, loss_bbox: 0.7728, loss_obj: 0.2173, loss: 1.2535 2023-02-26 04:17:05,131 - mmdet - INFO - Epoch [252][200/1111] lr: 8.379e-04, eta: 9:18:03, time: 0.636, data_time: 0.027, memory: 27319, loss_cls: 0.2626, loss_bbox: 0.7710, loss_obj: 0.2062, loss: 1.2399 2023-02-26 04:17:36,599 - mmdet - INFO - Epoch [252][250/1111] lr: 8.370e-04, eta: 9:17:32, time: 0.629, data_time: 0.027, memory: 27319, loss_cls: 0.2604, loss_bbox: 0.7609, loss_obj: 0.2006, loss: 1.2219 2023-02-26 04:18:12,641 - mmdet - INFO - Epoch [252][300/1111] lr: 8.361e-04, eta: 9:17:02, time: 0.721, data_time: 0.026, memory: 27319, loss_cls: 0.2555, loss_bbox: 0.7380, loss_obj: 0.2019, loss: 1.1955 2023-02-26 04:18:43,431 - mmdet - INFO - Epoch [252][350/1111] lr: 8.352e-04, eta: 9:16:31, time: 0.616, data_time: 0.030, memory: 27319, loss_cls: 0.2665, loss_bbox: 0.7843, loss_obj: 0.2197, loss: 1.2705 2023-02-26 04:19:10,543 - mmdet - INFO - Epoch [252][400/1111] lr: 8.343e-04, eta: 9:16:00, time: 0.542, data_time: 0.030, memory: 27319, loss_cls: 0.2693, loss_bbox: 0.8013, loss_obj: 0.2105, loss: 1.2812 2023-02-26 04:19:40,670 - mmdet - INFO - Epoch [252][450/1111] lr: 8.335e-04, eta: 9:15:29, time: 0.602, data_time: 0.031, memory: 27319, loss_cls: 0.2670, loss_bbox: 0.7880, loss_obj: 0.2171, loss: 1.2720 2023-02-26 04:20:11,602 - mmdet - INFO - Epoch [252][500/1111] lr: 8.326e-04, eta: 9:14:58, time: 0.619, data_time: 0.030, memory: 27319, loss_cls: 0.2598, loss_bbox: 0.7569, loss_obj: 0.1991, loss: 1.2158 2023-02-26 04:20:45,217 - mmdet - INFO - Epoch [252][550/1111] lr: 8.317e-04, eta: 9:14:27, time: 0.672, data_time: 0.029, memory: 27319, loss_cls: 0.2570, loss_bbox: 0.7445, loss_obj: 0.2081, loss: 1.2096 2023-02-26 04:21:12,259 - mmdet - INFO - Epoch [252][600/1111] lr: 8.308e-04, eta: 9:13:56, time: 0.541, data_time: 0.029, memory: 27319, loss_cls: 0.2633, loss_bbox: 0.7721, loss_obj: 0.2029, loss: 1.2383 2023-02-26 04:21:41,556 - mmdet - INFO - Epoch [252][650/1111] lr: 8.299e-04, eta: 9:13:25, time: 0.586, data_time: 0.028, memory: 27319, loss_cls: 0.2636, loss_bbox: 0.7712, loss_obj: 0.2132, loss: 1.2479 2023-02-26 04:22:11,328 - mmdet - INFO - Epoch [252][700/1111] lr: 8.291e-04, eta: 9:12:54, time: 0.596, data_time: 0.031, memory: 27319, loss_cls: 0.2605, loss_bbox: 0.7609, loss_obj: 0.2035, loss: 1.2249 2023-02-26 04:22:38,203 - mmdet - INFO - Epoch [252][750/1111] lr: 8.282e-04, eta: 9:12:22, time: 0.537, data_time: 0.034, memory: 27319, loss_cls: 0.2679, loss_bbox: 0.7919, loss_obj: 0.2148, loss: 1.2746 2023-02-26 04:23:09,295 - mmdet - INFO - Epoch [252][800/1111] lr: 8.273e-04, eta: 9:11:51, time: 0.622, data_time: 0.027, memory: 27319, loss_cls: 0.2658, loss_bbox: 0.7817, loss_obj: 0.2175, loss: 1.2649 2023-02-26 04:23:38,177 - mmdet - INFO - Epoch [252][850/1111] lr: 8.264e-04, eta: 9:11:20, time: 0.577, data_time: 0.029, memory: 27319, loss_cls: 0.2646, loss_bbox: 0.7790, loss_obj: 0.2133, loss: 1.2569 2023-02-26 04:24:07,006 - mmdet - INFO - Epoch [252][900/1111] lr: 8.256e-04, eta: 9:10:49, time: 0.577, data_time: 0.037, memory: 27319, loss_cls: 0.2629, loss_bbox: 0.7689, loss_obj: 0.2064, loss: 1.2383 2023-02-26 04:24:39,361 - mmdet - INFO - Epoch [252][950/1111] lr: 8.247e-04, eta: 9:10:18, time: 0.647, data_time: 0.025, memory: 27319, loss_cls: 0.2612, loss_bbox: 0.7615, loss_obj: 0.2048, loss: 1.2275 2023-02-26 04:25:07,150 - mmdet - INFO - Epoch [252][1000/1111] lr: 8.238e-04, eta: 9:09:47, time: 0.556, data_time: 0.033, memory: 27319, loss_cls: 0.2665, loss_bbox: 0.7861, loss_obj: 0.2132, loss: 1.2658 2023-02-26 04:25:34,026 - mmdet - INFO - Epoch [252][1050/1111] lr: 8.230e-04, eta: 9:09:15, time: 0.538, data_time: 0.034, memory: 27319, loss_cls: 0.2696, loss_bbox: 0.8040, loss_obj: 0.2104, loss: 1.2841 2023-02-26 04:26:03,106 - mmdet - INFO - Epoch [252][1100/1111] lr: 8.221e-04, eta: 9:08:44, time: 0.582, data_time: 0.030, memory: 27319, loss_cls: 0.2619, loss_bbox: 0.7668, loss_obj: 0.2061, loss: 1.2347 2023-02-26 04:26:56,481 - mmdet - INFO - Epoch [253][50/1111] lr: 8.210e-04, eta: 9:08:08, time: 0.973, data_time: 0.259, memory: 27319, loss_cls: 0.2620, loss_bbox: 0.7646, loss_obj: 0.2153, loss: 1.2419 2023-02-26 04:27:26,187 - mmdet - INFO - Epoch [253][100/1111] lr: 8.202e-04, eta: 9:07:37, time: 0.594, data_time: 0.025, memory: 27319, loss_cls: 0.2593, loss_bbox: 0.7553, loss_obj: 0.2108, loss: 1.2253 2023-02-26 04:27:59,228 - mmdet - INFO - Epoch [253][150/1111] lr: 8.193e-04, eta: 9:07:07, time: 0.661, data_time: 0.096, memory: 27319, loss_cls: 0.2617, loss_bbox: 0.7657, loss_obj: 0.2076, loss: 1.2350 2023-02-26 04:28:29,486 - mmdet - INFO - Epoch [253][200/1111] lr: 8.184e-04, eta: 9:06:36, time: 0.605, data_time: 0.028, memory: 27319, loss_cls: 0.2641, loss_bbox: 0.7741, loss_obj: 0.2140, loss: 1.2522 2023-02-26 04:28:56,763 - mmdet - INFO - Epoch [253][250/1111] lr: 8.176e-04, eta: 9:06:04, time: 0.545, data_time: 0.029, memory: 27319, loss_cls: 0.2645, loss_bbox: 0.7762, loss_obj: 0.2071, loss: 1.2478 2023-02-26 04:29:27,502 - mmdet - INFO - Epoch [253][300/1111] lr: 8.167e-04, eta: 9:05:33, time: 0.615, data_time: 0.032, memory: 27319, loss_cls: 0.2564, loss_bbox: 0.7413, loss_obj: 0.1956, loss: 1.1934 2023-02-26 04:29:53,891 - mmdet - INFO - Epoch [253][350/1111] lr: 8.158e-04, eta: 9:05:01, time: 0.528, data_time: 0.033, memory: 27319, loss_cls: 0.2686, loss_bbox: 0.7997, loss_obj: 0.2188, loss: 1.2871 2023-02-26 04:30:23,551 - mmdet - INFO - Epoch [253][400/1111] lr: 8.150e-04, eta: 9:04:30, time: 0.593, data_time: 0.027, memory: 27319, loss_cls: 0.2652, loss_bbox: 0.7762, loss_obj: 0.2125, loss: 1.2540 2023-02-26 04:30:54,687 - mmdet - INFO - Epoch [253][450/1111] lr: 8.141e-04, eta: 9:04:00, time: 0.623, data_time: 0.031, memory: 27319, loss_cls: 0.2653, loss_bbox: 0.7792, loss_obj: 0.2241, loss: 1.2685 2023-02-26 04:31:25,470 - mmdet - INFO - Epoch [253][500/1111] lr: 8.133e-04, eta: 9:03:29, time: 0.616, data_time: 0.031, memory: 27319, loss_cls: 0.2698, loss_bbox: 0.7981, loss_obj: 0.2313, loss: 1.2992 2023-02-26 04:31:52,357 - mmdet - INFO - Epoch [253][550/1111] lr: 8.124e-04, eta: 9:02:57, time: 0.538, data_time: 0.034, memory: 27319, loss_cls: 0.2663, loss_bbox: 0.7858, loss_obj: 0.2154, loss: 1.2676 2023-02-26 04:32:22,809 - mmdet - INFO - Epoch [253][600/1111] lr: 8.116e-04, eta: 9:02:26, time: 0.609, data_time: 0.024, memory: 27319, loss_cls: 0.2626, loss_bbox: 0.7691, loss_obj: 0.2031, loss: 1.2348 2023-02-26 04:32:49,599 - mmdet - INFO - Epoch [253][650/1111] lr: 8.107e-04, eta: 9:01:55, time: 0.536, data_time: 0.033, memory: 27319, loss_cls: 0.2678, loss_bbox: 0.7914, loss_obj: 0.2188, loss: 1.2780 2023-02-26 04:33:19,428 - mmdet - INFO - Epoch [253][700/1111] lr: 8.099e-04, eta: 9:01:23, time: 0.597, data_time: 0.032, memory: 27319, loss_cls: 0.2590, loss_bbox: 0.7542, loss_obj: 0.2124, loss: 1.2256 2023-02-26 04:33:46,424 - mmdet - INFO - Epoch [253][750/1111] lr: 8.090e-04, eta: 9:00:52, time: 0.540, data_time: 0.033, memory: 27319, loss_cls: 0.2698, loss_bbox: 0.8010, loss_obj: 0.2163, loss: 1.2871 2023-02-26 04:34:17,071 - mmdet - INFO - Epoch [253][800/1111] lr: 8.081e-04, eta: 9:00:21, time: 0.613, data_time: 0.028, memory: 27319, loss_cls: 0.2582, loss_bbox: 0.7490, loss_obj: 0.2061, loss: 1.2132 2023-02-26 04:34:49,527 - mmdet - INFO - Epoch [253][850/1111] lr: 8.073e-04, eta: 8:59:50, time: 0.649, data_time: 0.024, memory: 27319, loss_cls: 0.2518, loss_bbox: 0.7265, loss_obj: 0.2056, loss: 1.1840 2023-02-26 04:35:16,894 - mmdet - INFO - Epoch [253][900/1111] lr: 8.065e-04, eta: 8:59:19, time: 0.547, data_time: 0.036, memory: 27319, loss_cls: 0.2693, loss_bbox: 0.7980, loss_obj: 0.2231, loss: 1.2904 2023-02-26 04:35:44,007 - mmdet - INFO - Epoch [253][950/1111] lr: 8.056e-04, eta: 8:58:47, time: 0.542, data_time: 0.036, memory: 27319, loss_cls: 0.2665, loss_bbox: 0.7882, loss_obj: 0.2190, loss: 1.2737 2023-02-26 04:36:13,618 - mmdet - INFO - Epoch [253][1000/1111] lr: 8.048e-04, eta: 8:58:16, time: 0.592, data_time: 0.026, memory: 27319, loss_cls: 0.2596, loss_bbox: 0.7578, loss_obj: 0.2116, loss: 1.2290 2023-02-26 04:36:43,998 - mmdet - INFO - Epoch [253][1050/1111] lr: 8.039e-04, eta: 8:57:45, time: 0.608, data_time: 0.032, memory: 27319, loss_cls: 0.2599, loss_bbox: 0.7581, loss_obj: 0.2086, loss: 1.2267 2023-02-26 04:37:15,114 - mmdet - INFO - Epoch [253][1100/1111] lr: 8.031e-04, eta: 8:57:14, time: 0.622, data_time: 0.028, memory: 27319, loss_cls: 0.2592, loss_bbox: 0.7509, loss_obj: 0.2005, loss: 1.2106 2023-02-26 04:38:08,458 - mmdet - INFO - Epoch [254][50/1111] lr: 8.020e-04, eta: 8:56:39, time: 0.956, data_time: 0.272, memory: 27319, loss_cls: 0.2631, loss_bbox: 0.7679, loss_obj: 0.2056, loss: 1.2366 2023-02-26 04:38:41,506 - mmdet - INFO - Epoch [254][100/1111] lr: 8.012e-04, eta: 8:56:08, time: 0.661, data_time: 0.025, memory: 27319, loss_cls: 0.2561, loss_bbox: 0.7441, loss_obj: 0.2025, loss: 1.2027 2023-02-26 04:39:08,033 - mmdet - INFO - Epoch [254][150/1111] lr: 8.004e-04, eta: 8:55:37, time: 0.530, data_time: 0.035, memory: 27319, loss_cls: 0.2694, loss_bbox: 0.8019, loss_obj: 0.2152, loss: 1.2865 2023-02-26 04:39:33,357 - mmdet - INFO - Epoch [254][200/1111] lr: 7.995e-04, eta: 8:55:05, time: 0.506, data_time: 0.035, memory: 27319, loss_cls: 0.2710, loss_bbox: 0.8031, loss_obj: 0.2115, loss: 1.2855 2023-02-26 04:40:00,971 - mmdet - INFO - Epoch [254][250/1111] lr: 7.987e-04, eta: 8:54:33, time: 0.552, data_time: 0.033, memory: 27319, loss_cls: 0.2610, loss_bbox: 0.7607, loss_obj: 0.1994, loss: 1.2212 2023-02-26 04:40:28,784 - mmdet - INFO - Epoch [254][300/1111] lr: 7.978e-04, eta: 8:54:02, time: 0.556, data_time: 0.029, memory: 27319, loss_cls: 0.2675, loss_bbox: 0.7900, loss_obj: 0.2132, loss: 1.2707 2023-02-26 04:41:00,255 - mmdet - INFO - Epoch [254][350/1111] lr: 7.970e-04, eta: 8:53:31, time: 0.629, data_time: 0.026, memory: 27319, loss_cls: 0.2574, loss_bbox: 0.7502, loss_obj: 0.2035, loss: 1.2112 2023-02-26 04:41:27,067 - mmdet - INFO - Epoch [254][400/1111] lr: 7.962e-04, eta: 8:52:59, time: 0.537, data_time: 0.031, memory: 27319, loss_cls: 0.2620, loss_bbox: 0.7663, loss_obj: 0.2056, loss: 1.2339 2023-02-26 04:41:54,824 - mmdet - INFO - Epoch [254][450/1111] lr: 7.953e-04, eta: 8:52:28, time: 0.555, data_time: 0.027, memory: 27319, loss_cls: 0.2639, loss_bbox: 0.7751, loss_obj: 0.2039, loss: 1.2429 2023-02-26 04:42:20,701 - mmdet - INFO - Epoch [254][500/1111] lr: 7.945e-04, eta: 8:51:56, time: 0.517, data_time: 0.035, memory: 27319, loss_cls: 0.2711, loss_bbox: 0.8098, loss_obj: 0.2228, loss: 1.3037 2023-02-26 04:42:50,253 - mmdet - INFO - Epoch [254][550/1111] lr: 7.937e-04, eta: 8:51:25, time: 0.591, data_time: 0.028, memory: 27319, loss_cls: 0.2581, loss_bbox: 0.7537, loss_obj: 0.2039, loss: 1.2157 2023-02-26 04:43:18,611 - mmdet - INFO - Epoch [254][600/1111] lr: 7.929e-04, eta: 8:50:54, time: 0.567, data_time: 0.029, memory: 27319, loss_cls: 0.2654, loss_bbox: 0.7817, loss_obj: 0.2125, loss: 1.2595 2023-02-26 04:43:51,155 - mmdet - INFO - Epoch [254][650/1111] lr: 7.920e-04, eta: 8:50:23, time: 0.651, data_time: 0.028, memory: 27319, loss_cls: 0.2602, loss_bbox: 0.7580, loss_obj: 0.2063, loss: 1.2245 2023-02-26 04:44:19,757 - mmdet - INFO - Epoch [254][700/1111] lr: 7.912e-04, eta: 8:49:52, time: 0.572, data_time: 0.028, memory: 27319, loss_cls: 0.2553, loss_bbox: 0.7378, loss_obj: 0.1950, loss: 1.1881 2023-02-26 04:44:51,371 - mmdet - INFO - Epoch [254][750/1111] lr: 7.904e-04, eta: 8:49:21, time: 0.632, data_time: 0.028, memory: 27319, loss_cls: 0.2542, loss_bbox: 0.7367, loss_obj: 0.1999, loss: 1.1908 2023-02-26 04:45:23,320 - mmdet - INFO - Epoch [254][800/1111] lr: 7.895e-04, eta: 8:48:51, time: 0.639, data_time: 0.029, memory: 27319, loss_cls: 0.2596, loss_bbox: 0.7537, loss_obj: 0.2064, loss: 1.2197 2023-02-26 04:45:54,195 - mmdet - INFO - Epoch [254][850/1111] lr: 7.887e-04, eta: 8:48:20, time: 0.618, data_time: 0.028, memory: 27319, loss_cls: 0.2557, loss_bbox: 0.7448, loss_obj: 0.2053, loss: 1.2057 2023-02-26 04:46:25,093 - mmdet - INFO - Epoch [254][900/1111] lr: 7.879e-04, eta: 8:47:49, time: 0.618, data_time: 0.026, memory: 27319, loss_cls: 0.2536, loss_bbox: 0.7320, loss_obj: 0.2071, loss: 1.1927 2023-02-26 04:46:55,580 - mmdet - INFO - Epoch [254][950/1111] lr: 7.871e-04, eta: 8:47:18, time: 0.610, data_time: 0.027, memory: 27319, loss_cls: 0.2611, loss_bbox: 0.7646, loss_obj: 0.2037, loss: 1.2293 2023-02-26 04:47:24,859 - mmdet - INFO - Epoch [254][1000/1111] lr: 7.863e-04, eta: 8:46:47, time: 0.586, data_time: 0.035, memory: 27319, loss_cls: 0.2619, loss_bbox: 0.7652, loss_obj: 0.2055, loss: 1.2325 2023-02-26 04:48:01,353 - mmdet - INFO - Epoch [254][1050/1111] lr: 7.854e-04, eta: 8:46:17, time: 0.730, data_time: 0.022, memory: 27319, loss_cls: 0.2496, loss_bbox: 0.7143, loss_obj: 0.1978, loss: 1.1616 2023-02-26 04:48:33,324 - mmdet - INFO - Epoch [254][1100/1111] lr: 7.846e-04, eta: 8:45:46, time: 0.639, data_time: 0.024, memory: 27319, loss_cls: 0.2599, loss_bbox: 0.7576, loss_obj: 0.2019, loss: 1.2194 2023-02-26 04:49:28,097 - mmdet - INFO - Epoch [255][50/1111] lr: 7.836e-04, eta: 8:45:10, time: 0.941, data_time: 0.270, memory: 27319, loss_cls: 0.2625, loss_bbox: 0.7699, loss_obj: 0.2126, loss: 1.2450 2023-02-26 04:50:03,203 - mmdet - INFO - Epoch [255][100/1111] lr: 7.828e-04, eta: 8:44:40, time: 0.702, data_time: 0.030, memory: 27319, loss_cls: 0.2531, loss_bbox: 0.7273, loss_obj: 0.1940, loss: 1.1745 2023-02-26 04:50:32,715 - mmdet - INFO - Epoch [255][150/1111] lr: 7.820e-04, eta: 8:44:09, time: 0.590, data_time: 0.034, memory: 27319, loss_cls: 0.2621, loss_bbox: 0.7676, loss_obj: 0.2126, loss: 1.2423 2023-02-26 04:51:02,599 - mmdet - INFO - Epoch [255][200/1111] lr: 7.812e-04, eta: 8:43:38, time: 0.598, data_time: 0.027, memory: 27319, loss_cls: 0.2626, loss_bbox: 0.7684, loss_obj: 0.2040, loss: 1.2350 2023-02-26 04:51:31,366 - mmdet - INFO - Epoch [255][250/1111] lr: 7.804e-04, eta: 8:43:07, time: 0.575, data_time: 0.029, memory: 27319, loss_cls: 0.2612, loss_bbox: 0.7655, loss_obj: 0.2059, loss: 1.2326 2023-02-26 04:52:00,910 - mmdet - INFO - Epoch [255][300/1111] lr: 7.796e-04, eta: 8:42:36, time: 0.591, data_time: 0.029, memory: 27319, loss_cls: 0.2609, loss_bbox: 0.7625, loss_obj: 0.2042, loss: 1.2276 2023-02-26 04:52:27,996 - mmdet - INFO - Epoch [255][350/1111] lr: 7.787e-04, eta: 8:42:04, time: 0.542, data_time: 0.034, memory: 27319, loss_cls: 0.2717, loss_bbox: 0.8118, loss_obj: 0.2190, loss: 1.3025 2023-02-26 04:53:04,534 - mmdet - INFO - Epoch [255][400/1111] lr: 7.779e-04, eta: 8:41:35, time: 0.731, data_time: 0.026, memory: 27319, loss_cls: 0.2548, loss_bbox: 0.7336, loss_obj: 0.2057, loss: 1.1941 2023-02-26 04:53:34,062 - mmdet - INFO - Epoch [255][450/1111] lr: 7.771e-04, eta: 8:41:03, time: 0.591, data_time: 0.028, memory: 27319, loss_cls: 0.2631, loss_bbox: 0.7746, loss_obj: 0.2143, loss: 1.2520 2023-02-26 04:54:02,901 - mmdet - INFO - Epoch [255][500/1111] lr: 7.763e-04, eta: 8:40:32, time: 0.577, data_time: 0.033, memory: 27319, loss_cls: 0.2639, loss_bbox: 0.7799, loss_obj: 0.2216, loss: 1.2654 2023-02-26 04:54:32,147 - mmdet - INFO - Epoch [255][550/1111] lr: 7.755e-04, eta: 8:40:01, time: 0.585, data_time: 0.032, memory: 27319, loss_cls: 0.2593, loss_bbox: 0.7593, loss_obj: 0.2095, loss: 1.2281 2023-02-26 04:55:03,217 - mmdet - INFO - Epoch [255][600/1111] lr: 7.747e-04, eta: 8:39:30, time: 0.622, data_time: 0.026, memory: 27319, loss_cls: 0.2539, loss_bbox: 0.7332, loss_obj: 0.1968, loss: 1.1839 2023-02-26 04:55:30,311 - mmdet - INFO - Epoch [255][650/1111] lr: 7.739e-04, eta: 8:38:59, time: 0.542, data_time: 0.035, memory: 27319, loss_cls: 0.2685, loss_bbox: 0.7956, loss_obj: 0.2192, loss: 1.2833 2023-02-26 04:56:01,445 - mmdet - INFO - Epoch [255][700/1111] lr: 7.731e-04, eta: 8:38:28, time: 0.623, data_time: 0.030, memory: 27319, loss_cls: 0.2574, loss_bbox: 0.7492, loss_obj: 0.2048, loss: 1.2114 2023-02-26 04:56:31,344 - mmdet - INFO - Epoch [255][750/1111] lr: 7.723e-04, eta: 8:37:57, time: 0.598, data_time: 0.030, memory: 27319, loss_cls: 0.2562, loss_bbox: 0.7459, loss_obj: 0.2024, loss: 1.2044 2023-02-26 04:57:02,483 - mmdet - INFO - Epoch [255][800/1111] lr: 7.715e-04, eta: 8:37:26, time: 0.623, data_time: 0.029, memory: 27319, loss_cls: 0.2580, loss_bbox: 0.7496, loss_obj: 0.2076, loss: 1.2153 2023-02-26 04:57:34,704 - mmdet - INFO - Epoch [255][850/1111] lr: 7.707e-04, eta: 8:36:55, time: 0.644, data_time: 0.028, memory: 27319, loss_cls: 0.2514, loss_bbox: 0.7235, loss_obj: 0.1905, loss: 1.1654 2023-02-26 04:58:05,678 - mmdet - INFO - Epoch [255][900/1111] lr: 7.699e-04, eta: 8:36:25, time: 0.619, data_time: 0.030, memory: 27319, loss_cls: 0.2668, loss_bbox: 0.7897, loss_obj: 0.2162, loss: 1.2728 2023-02-26 04:58:34,838 - mmdet - INFO - Epoch [255][950/1111] lr: 7.691e-04, eta: 8:35:53, time: 0.583, data_time: 0.030, memory: 27319, loss_cls: 0.2620, loss_bbox: 0.7689, loss_obj: 0.2077, loss: 1.2387 2023-02-26 04:59:01,479 - mmdet - INFO - Epoch [255][1000/1111] lr: 7.683e-04, eta: 8:35:22, time: 0.533, data_time: 0.036, memory: 27319, loss_cls: 0.2631, loss_bbox: 0.7727, loss_obj: 0.2134, loss: 1.2492 2023-02-26 04:59:31,437 - mmdet - INFO - Epoch [255][1050/1111] lr: 7.675e-04, eta: 8:34:51, time: 0.599, data_time: 0.024, memory: 27319, loss_cls: 0.2549, loss_bbox: 0.7386, loss_obj: 0.2015, loss: 1.1950 2023-02-26 04:59:56,126 - mmdet - INFO - Epoch [255][1100/1111] lr: 7.667e-04, eta: 8:34:19, time: 0.494, data_time: 0.030, memory: 27319, loss_cls: 0.2672, loss_bbox: 0.7863, loss_obj: 0.2121, loss: 1.2656 2023-02-26 05:00:52,175 - mmdet - INFO - Epoch [256][50/1111] lr: 7.658e-04, eta: 8:33:44, time: 1.013, data_time: 0.279, memory: 27319, loss_cls: 0.2634, loss_bbox: 0.7735, loss_obj: 0.2119, loss: 1.2488 2023-02-26 05:01:22,252 - mmdet - INFO - Epoch [256][100/1111] lr: 7.650e-04, eta: 8:33:13, time: 0.601, data_time: 0.031, memory: 27319, loss_cls: 0.2583, loss_bbox: 0.7539, loss_obj: 0.1996, loss: 1.2118 2023-02-26 05:01:53,217 - mmdet - INFO - Epoch [256][150/1111] lr: 7.642e-04, eta: 8:32:42, time: 0.620, data_time: 0.033, memory: 27319, loss_cls: 0.2553, loss_bbox: 0.7403, loss_obj: 0.2090, loss: 1.2046 2023-02-26 05:02:22,210 - mmdet - INFO - Epoch [256][200/1111] lr: 7.634e-04, eta: 8:32:11, time: 0.580, data_time: 0.029, memory: 27319, loss_cls: 0.2544, loss_bbox: 0.7338, loss_obj: 0.1969, loss: 1.1851 2023-02-26 05:02:49,297 - mmdet - INFO - Epoch [256][250/1111] lr: 7.626e-04, eta: 8:31:39, time: 0.542, data_time: 0.031, memory: 27319, loss_cls: 0.2658, loss_bbox: 0.7849, loss_obj: 0.2119, loss: 1.2626 2023-02-26 05:03:16,385 - mmdet - INFO - Epoch [256][300/1111] lr: 7.618e-04, eta: 8:31:07, time: 0.542, data_time: 0.033, memory: 27319, loss_cls: 0.2642, loss_bbox: 0.7769, loss_obj: 0.2118, loss: 1.2529 2023-02-26 05:03:45,581 - mmdet - INFO - Epoch [256][350/1111] lr: 7.610e-04, eta: 8:30:36, time: 0.584, data_time: 0.030, memory: 27319, loss_cls: 0.2627, loss_bbox: 0.7733, loss_obj: 0.2091, loss: 1.2451 2023-02-26 05:04:18,120 - mmdet - INFO - Epoch [256][400/1111] lr: 7.603e-04, eta: 8:30:06, time: 0.651, data_time: 0.024, memory: 27319, loss_cls: 0.2548, loss_bbox: 0.7379, loss_obj: 0.2005, loss: 1.1932 2023-02-26 05:04:49,996 - mmdet - INFO - Epoch [256][450/1111] lr: 7.595e-04, eta: 8:29:35, time: 0.637, data_time: 0.030, memory: 27319, loss_cls: 0.2582, loss_bbox: 0.7511, loss_obj: 0.2007, loss: 1.2100 2023-02-26 05:05:21,999 - mmdet - INFO - Epoch [256][500/1111] lr: 7.587e-04, eta: 8:29:04, time: 0.640, data_time: 0.030, memory: 27319, loss_cls: 0.2595, loss_bbox: 0.7552, loss_obj: 0.2071, loss: 1.2218 2023-02-26 05:05:56,528 - mmdet - INFO - Epoch [256][550/1111] lr: 7.579e-04, eta: 8:28:34, time: 0.691, data_time: 0.025, memory: 27319, loss_cls: 0.2511, loss_bbox: 0.7201, loss_obj: 0.1904, loss: 1.1616 2023-02-26 05:06:27,017 - mmdet - INFO - Epoch [256][600/1111] lr: 7.571e-04, eta: 8:28:03, time: 0.610, data_time: 0.028, memory: 27319, loss_cls: 0.2582, loss_bbox: 0.7490, loss_obj: 0.2008, loss: 1.2081 2023-02-26 05:07:00,541 - mmdet - INFO - Epoch [256][650/1111] lr: 7.564e-04, eta: 8:27:33, time: 0.670, data_time: 0.029, memory: 27319, loss_cls: 0.2595, loss_bbox: 0.7566, loss_obj: 0.2038, loss: 1.2199 2023-02-26 05:07:30,868 - mmdet - INFO - Epoch [256][700/1111] lr: 7.556e-04, eta: 8:27:02, time: 0.607, data_time: 0.030, memory: 27319, loss_cls: 0.2601, loss_bbox: 0.7614, loss_obj: 0.2086, loss: 1.2301 2023-02-26 05:08:01,425 - mmdet - INFO - Epoch [256][750/1111] lr: 7.548e-04, eta: 8:26:31, time: 0.611, data_time: 0.029, memory: 27319, loss_cls: 0.2617, loss_bbox: 0.7677, loss_obj: 0.2132, loss: 1.2426 2023-02-26 05:08:33,150 - mmdet - INFO - Epoch [256][800/1111] lr: 7.540e-04, eta: 8:26:00, time: 0.634, data_time: 0.027, memory: 27319, loss_cls: 0.2547, loss_bbox: 0.7377, loss_obj: 0.1991, loss: 1.1915 2023-02-26 05:09:02,361 - mmdet - INFO - Epoch [256][850/1111] lr: 7.533e-04, eta: 8:25:29, time: 0.584, data_time: 0.033, memory: 27319, loss_cls: 0.2641, loss_bbox: 0.7816, loss_obj: 0.2141, loss: 1.2598 2023-02-26 05:09:34,294 - mmdet - INFO - Epoch [256][900/1111] lr: 7.525e-04, eta: 8:24:59, time: 0.639, data_time: 0.025, memory: 27319, loss_cls: 0.2585, loss_bbox: 0.7526, loss_obj: 0.2123, loss: 1.2235 2023-02-26 05:10:00,929 - mmdet - INFO - Epoch [256][950/1111] lr: 7.517e-04, eta: 8:24:27, time: 0.533, data_time: 0.039, memory: 27319, loss_cls: 0.2595, loss_bbox: 0.7603, loss_obj: 0.2046, loss: 1.2244 2023-02-26 05:10:28,006 - mmdet - INFO - Epoch [256][1000/1111] lr: 7.509e-04, eta: 8:23:55, time: 0.542, data_time: 0.035, memory: 27319, loss_cls: 0.2696, loss_bbox: 0.8050, loss_obj: 0.2205, loss: 1.2951 2023-02-26 05:10:59,329 - mmdet - INFO - Epoch [256][1050/1111] lr: 7.502e-04, eta: 8:23:25, time: 0.626, data_time: 0.029, memory: 27319, loss_cls: 0.2581, loss_bbox: 0.7511, loss_obj: 0.2056, loss: 1.2148 2023-02-26 05:11:28,443 - mmdet - INFO - Epoch [256][1100/1111] lr: 7.494e-04, eta: 8:22:53, time: 0.582, data_time: 0.031, memory: 27319, loss_cls: 0.2622, loss_bbox: 0.7702, loss_obj: 0.2113, loss: 1.2437 2023-02-26 05:12:23,526 - mmdet - INFO - Epoch [257][50/1111] lr: 7.485e-04, eta: 8:22:18, time: 0.974, data_time: 0.260, memory: 27319, loss_cls: 0.2541, loss_bbox: 0.7362, loss_obj: 0.1983, loss: 1.1887 2023-02-26 05:12:56,025 - mmdet - INFO - Epoch [257][100/1111] lr: 7.477e-04, eta: 8:21:47, time: 0.650, data_time: 0.026, memory: 27319, loss_cls: 0.2534, loss_bbox: 0.7330, loss_obj: 0.2019, loss: 1.1883 2023-02-26 05:13:26,014 - mmdet - INFO - Epoch [257][150/1111] lr: 7.469e-04, eta: 8:21:16, time: 0.600, data_time: 0.033, memory: 27319, loss_cls: 0.2635, loss_bbox: 0.7767, loss_obj: 0.2114, loss: 1.2516 2023-02-26 05:13:52,423 - mmdet - INFO - Epoch [257][200/1111] lr: 7.462e-04, eta: 8:20:45, time: 0.528, data_time: 0.029, memory: 27319, loss_cls: 0.2651, loss_bbox: 0.7809, loss_obj: 0.2143, loss: 1.2603 2023-02-26 05:14:27,279 - mmdet - INFO - Epoch [257][250/1111] lr: 7.454e-04, eta: 8:20:14, time: 0.697, data_time: 0.027, memory: 27319, loss_cls: 0.2535, loss_bbox: 0.7294, loss_obj: 0.1930, loss: 1.1759 2023-02-26 05:15:01,409 - mmdet - INFO - Epoch [257][300/1111] lr: 7.447e-04, eta: 8:19:44, time: 0.683, data_time: 0.028, memory: 27319, loss_cls: 0.2578, loss_bbox: 0.7480, loss_obj: 0.2026, loss: 1.2084 2023-02-26 05:15:30,223 - mmdet - INFO - Epoch [257][350/1111] lr: 7.439e-04, eta: 8:19:13, time: 0.576, data_time: 0.038, memory: 27319, loss_cls: 0.2663, loss_bbox: 0.7858, loss_obj: 0.2199, loss: 1.2720 2023-02-26 05:16:00,668 - mmdet - INFO - Epoch [257][400/1111] lr: 7.431e-04, eta: 8:18:42, time: 0.609, data_time: 0.031, memory: 27319, loss_cls: 0.2630, loss_bbox: 0.7753, loss_obj: 0.2132, loss: 1.2515 2023-02-26 05:16:33,064 - mmdet - INFO - Epoch [257][450/1111] lr: 7.424e-04, eta: 8:18:11, time: 0.648, data_time: 0.029, memory: 27319, loss_cls: 0.2522, loss_bbox: 0.7237, loss_obj: 0.1904, loss: 1.1662 2023-02-26 05:17:04,669 - mmdet - INFO - Epoch [257][500/1111] lr: 7.416e-04, eta: 8:17:41, time: 0.632, data_time: 0.027, memory: 27319, loss_cls: 0.2623, loss_bbox: 0.7683, loss_obj: 0.2170, loss: 1.2476 2023-02-26 05:17:38,398 - mmdet - INFO - Epoch [257][550/1111] lr: 7.409e-04, eta: 8:17:10, time: 0.675, data_time: 0.028, memory: 27319, loss_cls: 0.2532, loss_bbox: 0.7278, loss_obj: 0.1916, loss: 1.1726 2023-02-26 05:18:06,238 - mmdet - INFO - Epoch [257][600/1111] lr: 7.401e-04, eta: 8:16:39, time: 0.557, data_time: 0.037, memory: 27319, loss_cls: 0.2644, loss_bbox: 0.7807, loss_obj: 0.2089, loss: 1.2540 2023-02-26 05:18:33,256 - mmdet - INFO - Epoch [257][650/1111] lr: 7.394e-04, eta: 8:16:07, time: 0.540, data_time: 0.035, memory: 27319, loss_cls: 0.2653, loss_bbox: 0.7819, loss_obj: 0.2133, loss: 1.2606 2023-02-26 05:19:01,030 - mmdet - INFO - Epoch [257][700/1111] lr: 7.386e-04, eta: 8:15:36, time: 0.555, data_time: 0.037, memory: 27319, loss_cls: 0.2630, loss_bbox: 0.7705, loss_obj: 0.2078, loss: 1.2413 2023-02-26 05:19:28,840 - mmdet - INFO - Epoch [257][750/1111] lr: 7.379e-04, eta: 8:15:05, time: 0.556, data_time: 0.038, memory: 27319, loss_cls: 0.2594, loss_bbox: 0.7549, loss_obj: 0.2003, loss: 1.2146 2023-02-26 05:20:02,733 - mmdet - INFO - Epoch [257][800/1111] lr: 7.371e-04, eta: 8:14:34, time: 0.678, data_time: 0.029, memory: 27319, loss_cls: 0.2539, loss_bbox: 0.7326, loss_obj: 0.1987, loss: 1.1852 2023-02-26 05:20:33,969 - mmdet - INFO - Epoch [257][850/1111] lr: 7.364e-04, eta: 8:14:03, time: 0.625, data_time: 0.030, memory: 27319, loss_cls: 0.2599, loss_bbox: 0.7582, loss_obj: 0.2078, loss: 1.2259 2023-02-26 05:21:03,438 - mmdet - INFO - Epoch [257][900/1111] lr: 7.356e-04, eta: 8:13:32, time: 0.589, data_time: 0.030, memory: 27319, loss_cls: 0.2640, loss_bbox: 0.7737, loss_obj: 0.2067, loss: 1.2444 2023-02-26 05:21:31,374 - mmdet - INFO - Epoch [257][950/1111] lr: 7.349e-04, eta: 8:13:01, time: 0.559, data_time: 0.030, memory: 27319, loss_cls: 0.2626, loss_bbox: 0.7723, loss_obj: 0.2060, loss: 1.2409 2023-02-26 05:22:00,563 - mmdet - INFO - Epoch [257][1000/1111] lr: 7.341e-04, eta: 8:12:30, time: 0.583, data_time: 0.034, memory: 27319, loss_cls: 0.2633, loss_bbox: 0.7772, loss_obj: 0.2120, loss: 1.2525 2023-02-26 05:22:32,653 - mmdet - INFO - Epoch [257][1050/1111] lr: 7.334e-04, eta: 8:11:59, time: 0.642, data_time: 0.025, memory: 27319, loss_cls: 0.2548, loss_bbox: 0.7370, loss_obj: 0.2034, loss: 1.1952 2023-02-26 05:23:04,090 - mmdet - INFO - Epoch [257][1100/1111] lr: 7.326e-04, eta: 8:11:28, time: 0.629, data_time: 0.025, memory: 27319, loss_cls: 0.2580, loss_bbox: 0.7482, loss_obj: 0.2049, loss: 1.2110 2023-02-26 05:23:56,477 - mmdet - INFO - Epoch [258][50/1111] lr: 7.317e-04, eta: 8:10:52, time: 0.944, data_time: 0.274, memory: 27319, loss_cls: 0.2601, loss_bbox: 0.7594, loss_obj: 0.2043, loss: 1.2239 2023-02-26 05:24:30,714 - mmdet - INFO - Epoch [258][100/1111] lr: 7.310e-04, eta: 8:10:22, time: 0.685, data_time: 0.023, memory: 27319, loss_cls: 0.2500, loss_bbox: 0.7170, loss_obj: 0.1966, loss: 1.1637 2023-02-26 05:25:00,013 - mmdet - INFO - Epoch [258][150/1111] lr: 7.303e-04, eta: 8:09:51, time: 0.586, data_time: 0.029, memory: 27319, loss_cls: 0.2645, loss_bbox: 0.7756, loss_obj: 0.2074, loss: 1.2476 2023-02-26 05:25:27,811 - mmdet - INFO - Epoch [258][200/1111] lr: 7.295e-04, eta: 8:09:20, time: 0.556, data_time: 0.029, memory: 27319, loss_cls: 0.2600, loss_bbox: 0.7633, loss_obj: 0.2073, loss: 1.2306 2023-02-26 05:26:01,566 - mmdet - INFO - Epoch [258][250/1111] lr: 7.288e-04, eta: 8:08:49, time: 0.675, data_time: 0.036, memory: 27319, loss_cls: 0.2487, loss_bbox: 0.7126, loss_obj: 0.1924, loss: 1.1537 2023-02-26 05:26:29,014 - mmdet - INFO - Epoch [258][300/1111] lr: 7.281e-04, eta: 8:08:18, time: 0.549, data_time: 0.031, memory: 27319, loss_cls: 0.2631, loss_bbox: 0.7751, loss_obj: 0.2148, loss: 1.2530 2023-02-26 05:26:58,418 - mmdet - INFO - Epoch [258][350/1111] lr: 7.273e-04, eta: 8:07:47, time: 0.588, data_time: 0.027, memory: 27319, loss_cls: 0.2618, loss_bbox: 0.7673, loss_obj: 0.2200, loss: 1.2491 2023-02-26 05:27:26,644 - mmdet - INFO - Epoch [258][400/1111] lr: 7.266e-04, eta: 8:07:15, time: 0.565, data_time: 0.034, memory: 27319, loss_cls: 0.2578, loss_bbox: 0.7510, loss_obj: 0.2051, loss: 1.2138 2023-02-26 05:27:59,705 - mmdet - INFO - Epoch [258][450/1111] lr: 7.259e-04, eta: 8:06:45, time: 0.661, data_time: 0.028, memory: 27319, loss_cls: 0.2532, loss_bbox: 0.7324, loss_obj: 0.2053, loss: 1.1909 2023-02-26 05:28:35,026 - mmdet - INFO - Epoch [258][500/1111] lr: 7.251e-04, eta: 8:06:15, time: 0.706, data_time: 0.031, memory: 27319, loss_cls: 0.2475, loss_bbox: 0.7089, loss_obj: 0.1868, loss: 1.1432 2023-02-26 05:29:08,980 - mmdet - INFO - Epoch [258][550/1111] lr: 7.244e-04, eta: 8:05:44, time: 0.679, data_time: 0.024, memory: 27319, loss_cls: 0.2490, loss_bbox: 0.7134, loss_obj: 0.1904, loss: 1.1528 2023-02-26 05:29:39,068 - mmdet - INFO - Epoch [258][600/1111] lr: 7.237e-04, eta: 8:05:13, time: 0.602, data_time: 0.031, memory: 27319, loss_cls: 0.2573, loss_bbox: 0.7496, loss_obj: 0.2103, loss: 1.2171 2023-02-26 05:30:07,188 - mmdet - INFO - Epoch [258][650/1111] lr: 7.229e-04, eta: 8:04:42, time: 0.562, data_time: 0.034, memory: 27319, loss_cls: 0.2652, loss_bbox: 0.7794, loss_obj: 0.2077, loss: 1.2524 2023-02-26 05:30:36,201 - mmdet - INFO - Epoch [258][700/1111] lr: 7.222e-04, eta: 8:04:11, time: 0.580, data_time: 0.031, memory: 27319, loss_cls: 0.2561, loss_bbox: 0.7414, loss_obj: 0.1941, loss: 1.1916 2023-02-26 05:31:09,169 - mmdet - INFO - Epoch [258][750/1111] lr: 7.215e-04, eta: 8:03:41, time: 0.659, data_time: 0.027, memory: 27319, loss_cls: 0.2581, loss_bbox: 0.7473, loss_obj: 0.2014, loss: 1.2068 2023-02-26 05:31:39,312 - mmdet - INFO - Epoch [258][800/1111] lr: 7.208e-04, eta: 8:03:10, time: 0.603, data_time: 0.030, memory: 27319, loss_cls: 0.2619, loss_bbox: 0.7684, loss_obj: 0.2051, loss: 1.2354 2023-02-26 05:32:07,132 - mmdet - INFO - Epoch [258][850/1111] lr: 7.200e-04, eta: 8:02:38, time: 0.556, data_time: 0.034, memory: 27319, loss_cls: 0.2566, loss_bbox: 0.7496, loss_obj: 0.2064, loss: 1.2126 2023-02-26 05:32:40,070 - mmdet - INFO - Epoch [258][900/1111] lr: 7.193e-04, eta: 8:02:08, time: 0.659, data_time: 0.027, memory: 27319, loss_cls: 0.2488, loss_bbox: 0.7147, loss_obj: 0.1958, loss: 1.1593 2023-02-26 05:33:11,996 - mmdet - INFO - Epoch [258][950/1111] lr: 7.186e-04, eta: 8:01:37, time: 0.638, data_time: 0.028, memory: 27319, loss_cls: 0.2557, loss_bbox: 0.7399, loss_obj: 0.1981, loss: 1.1936 2023-02-26 05:33:45,058 - mmdet - INFO - Epoch [258][1000/1111] lr: 7.179e-04, eta: 8:01:06, time: 0.661, data_time: 0.029, memory: 27319, loss_cls: 0.2529, loss_bbox: 0.7292, loss_obj: 0.1939, loss: 1.1759 2023-02-26 05:34:14,388 - mmdet - INFO - Epoch [258][1050/1111] lr: 7.172e-04, eta: 8:00:35, time: 0.586, data_time: 0.032, memory: 27319, loss_cls: 0.2646, loss_bbox: 0.7814, loss_obj: 0.2067, loss: 1.2527 2023-02-26 05:34:44,898 - mmdet - INFO - Epoch [258][1100/1111] lr: 7.165e-04, eta: 8:00:04, time: 0.610, data_time: 0.024, memory: 27319, loss_cls: 0.2582, loss_bbox: 0.7522, loss_obj: 0.2107, loss: 1.2212 2023-02-26 05:35:36,854 - mmdet - INFO - Epoch [259][50/1111] lr: 7.156e-04, eta: 7:59:28, time: 0.921, data_time: 0.278, memory: 27319, loss_cls: 0.2631, loss_bbox: 0.7725, loss_obj: 0.2058, loss: 1.2413 2023-02-26 05:36:09,804 - mmdet - INFO - Epoch [259][100/1111] lr: 7.149e-04, eta: 7:58:58, time: 0.659, data_time: 0.026, memory: 27319, loss_cls: 0.2568, loss_bbox: 0.7466, loss_obj: 0.2059, loss: 1.2093 2023-02-26 05:36:38,462 - mmdet - INFO - Epoch [259][150/1111] lr: 7.142e-04, eta: 7:58:26, time: 0.573, data_time: 0.030, memory: 27319, loss_cls: 0.2597, loss_bbox: 0.7566, loss_obj: 0.1984, loss: 1.2146 2023-02-26 05:37:09,381 - mmdet - INFO - Epoch [259][200/1111] lr: 7.134e-04, eta: 7:57:56, time: 0.618, data_time: 0.029, memory: 27319, loss_cls: 0.2528, loss_bbox: 0.7311, loss_obj: 0.1977, loss: 1.1817 2023-02-26 05:37:39,215 - mmdet - INFO - Epoch [259][250/1111] lr: 7.127e-04, eta: 7:57:25, time: 0.597, data_time: 0.027, memory: 27319, loss_cls: 0.2536, loss_bbox: 0.7342, loss_obj: 0.2026, loss: 1.1904 2023-02-26 05:38:12,513 - mmdet - INFO - Epoch [259][300/1111] lr: 7.120e-04, eta: 7:56:54, time: 0.666, data_time: 0.034, memory: 27319, loss_cls: 0.2593, loss_bbox: 0.7535, loss_obj: 0.2054, loss: 1.2183 2023-02-26 05:38:44,086 - mmdet - INFO - Epoch [259][350/1111] lr: 7.113e-04, eta: 7:56:23, time: 0.632, data_time: 0.033, memory: 27319, loss_cls: 0.2545, loss_bbox: 0.7392, loss_obj: 0.1992, loss: 1.1928 2023-02-26 05:39:11,121 - mmdet - INFO - Epoch [259][400/1111] lr: 7.106e-04, eta: 7:55:52, time: 0.540, data_time: 0.027, memory: 27319, loss_cls: 0.2620, loss_bbox: 0.7695, loss_obj: 0.2093, loss: 1.2408 2023-02-26 05:39:42,494 - mmdet - INFO - Epoch [259][450/1111] lr: 7.099e-04, eta: 7:55:21, time: 0.628, data_time: 0.036, memory: 27319, loss_cls: 0.2608, loss_bbox: 0.7668, loss_obj: 0.2081, loss: 1.2357 2023-02-26 05:40:12,078 - mmdet - INFO - Epoch [259][500/1111] lr: 7.092e-04, eta: 7:54:50, time: 0.592, data_time: 0.026, memory: 27319, loss_cls: 0.2552, loss_bbox: 0.7408, loss_obj: 0.1940, loss: 1.1900 2023-02-26 05:40:38,637 - mmdet - INFO - Epoch [259][550/1111] lr: 7.085e-04, eta: 7:54:18, time: 0.531, data_time: 0.035, memory: 27319, loss_cls: 0.2666, loss_bbox: 0.7881, loss_obj: 0.2177, loss: 1.2725 2023-02-26 05:41:04,297 - mmdet - INFO - Epoch [259][600/1111] lr: 7.078e-04, eta: 7:53:47, time: 0.513, data_time: 0.041, memory: 27319, loss_cls: 0.2727, loss_bbox: 0.8159, loss_obj: 0.2226, loss: 1.3112 2023-02-26 05:41:31,380 - mmdet - INFO - Epoch [259][650/1111] lr: 7.071e-04, eta: 7:53:15, time: 0.542, data_time: 0.048, memory: 27319, loss_cls: 0.2605, loss_bbox: 0.7645, loss_obj: 0.1993, loss: 1.2244 2023-02-26 05:42:04,021 - mmdet - INFO - Epoch [259][700/1111] lr: 7.064e-04, eta: 7:52:45, time: 0.653, data_time: 0.023, memory: 27319, loss_cls: 0.2519, loss_bbox: 0.7233, loss_obj: 0.1978, loss: 1.1731 2023-02-26 05:42:37,097 - mmdet - INFO - Epoch [259][750/1111] lr: 7.057e-04, eta: 7:52:14, time: 0.661, data_time: 0.027, memory: 27319, loss_cls: 0.2498, loss_bbox: 0.7185, loss_obj: 0.1975, loss: 1.1659 2023-02-26 05:43:06,760 - mmdet - INFO - Epoch [259][800/1111] lr: 7.050e-04, eta: 7:51:43, time: 0.593, data_time: 0.035, memory: 27319, loss_cls: 0.2623, loss_bbox: 0.7663, loss_obj: 0.2056, loss: 1.2342 2023-02-26 05:43:37,819 - mmdet - INFO - Epoch [259][850/1111] lr: 7.043e-04, eta: 7:51:12, time: 0.621, data_time: 0.027, memory: 27319, loss_cls: 0.2531, loss_bbox: 0.7297, loss_obj: 0.1957, loss: 1.1784 2023-02-26 05:44:10,534 - mmdet - INFO - Epoch [259][900/1111] lr: 7.036e-04, eta: 7:50:42, time: 0.654, data_time: 0.026, memory: 27319, loss_cls: 0.2527, loss_bbox: 0.7320, loss_obj: 0.1983, loss: 1.1831 2023-02-26 05:44:37,904 - mmdet - INFO - Epoch [259][950/1111] lr: 7.029e-04, eta: 7:50:10, time: 0.547, data_time: 0.035, memory: 27319, loss_cls: 0.2641, loss_bbox: 0.7784, loss_obj: 0.2022, loss: 1.2447 2023-02-26 05:45:08,378 - mmdet - INFO - Epoch [259][1000/1111] lr: 7.022e-04, eta: 7:49:39, time: 0.609, data_time: 0.028, memory: 27319, loss_cls: 0.2565, loss_bbox: 0.7452, loss_obj: 0.1989, loss: 1.2007 2023-02-26 05:45:42,153 - mmdet - INFO - Epoch [259][1050/1111] lr: 7.015e-04, eta: 7:49:09, time: 0.676, data_time: 0.028, memory: 27319, loss_cls: 0.2552, loss_bbox: 0.7388, loss_obj: 0.2016, loss: 1.1956 2023-02-26 05:46:08,282 - mmdet - INFO - Epoch [259][1100/1111] lr: 7.008e-04, eta: 7:48:37, time: 0.523, data_time: 0.029, memory: 27319, loss_cls: 0.2655, loss_bbox: 0.7863, loss_obj: 0.2129, loss: 1.2646 2023-02-26 05:47:00,381 - mmdet - INFO - Epoch [260][50/1111] lr: 7.000e-04, eta: 7:48:01, time: 0.941, data_time: 0.273, memory: 27319, loss_cls: 0.2622, loss_bbox: 0.7704, loss_obj: 0.2140, loss: 1.2466 2023-02-26 05:47:30,619 - mmdet - INFO - Epoch [260][100/1111] lr: 6.993e-04, eta: 7:47:30, time: 0.604, data_time: 0.027, memory: 27319, loss_cls: 0.2568, loss_bbox: 0.7455, loss_obj: 0.1934, loss: 1.1958 2023-02-26 05:48:02,664 - mmdet - INFO - Epoch [260][150/1111] lr: 6.986e-04, eta: 7:47:00, time: 0.641, data_time: 0.030, memory: 27319, loss_cls: 0.2583, loss_bbox: 0.7516, loss_obj: 0.1998, loss: 1.2098 2023-02-26 05:48:32,684 - mmdet - INFO - Epoch [260][200/1111] lr: 6.979e-04, eta: 7:46:29, time: 0.600, data_time: 0.028, memory: 27319, loss_cls: 0.2548, loss_bbox: 0.7377, loss_obj: 0.1970, loss: 1.1895 2023-02-26 05:49:04,877 - mmdet - INFO - Epoch [260][250/1111] lr: 6.972e-04, eta: 7:45:58, time: 0.644, data_time: 0.030, memory: 27319, loss_cls: 0.2544, loss_bbox: 0.7385, loss_obj: 0.1935, loss: 1.1864 2023-02-26 05:49:32,725 - mmdet - INFO - Epoch [260][300/1111] lr: 6.966e-04, eta: 7:45:27, time: 0.557, data_time: 0.033, memory: 27319, loss_cls: 0.2633, loss_bbox: 0.7763, loss_obj: 0.2112, loss: 1.2509 2023-02-26 05:49:59,782 - mmdet - INFO - Epoch [260][350/1111] lr: 6.959e-04, eta: 7:44:55, time: 0.541, data_time: 0.034, memory: 27319, loss_cls: 0.2598, loss_bbox: 0.7650, loss_obj: 0.2065, loss: 1.2314 2023-02-26 05:50:32,766 - mmdet - INFO - Epoch [260][400/1111] lr: 6.952e-04, eta: 7:44:25, time: 0.659, data_time: 0.026, memory: 27319, loss_cls: 0.2532, loss_bbox: 0.7316, loss_obj: 0.2090, loss: 1.1939 2023-02-26 05:51:09,026 - mmdet - INFO - Epoch [260][450/1111] lr: 6.945e-04, eta: 7:43:55, time: 0.725, data_time: 0.026, memory: 27319, loss_cls: 0.2515, loss_bbox: 0.7232, loss_obj: 0.2000, loss: 1.1747 2023-02-26 05:51:38,748 - mmdet - INFO - Epoch [260][500/1111] lr: 6.938e-04, eta: 7:43:24, time: 0.594, data_time: 0.027, memory: 27319, loss_cls: 0.2583, loss_bbox: 0.7543, loss_obj: 0.2128, loss: 1.2254 2023-02-26 05:52:09,407 - mmdet - INFO - Epoch [260][550/1111] lr: 6.932e-04, eta: 7:42:53, time: 0.613, data_time: 0.031, memory: 27319, loss_cls: 0.2577, loss_bbox: 0.7478, loss_obj: 0.2078, loss: 1.2132 2023-02-26 05:52:38,028 - mmdet - INFO - Epoch [260][600/1111] lr: 6.925e-04, eta: 7:42:22, time: 0.572, data_time: 0.033, memory: 27319, loss_cls: 0.2603, loss_bbox: 0.7636, loss_obj: 0.2009, loss: 1.2248 2023-02-26 05:53:11,147 - mmdet - INFO - Epoch [260][650/1111] lr: 6.918e-04, eta: 7:41:51, time: 0.662, data_time: 0.033, memory: 27319, loss_cls: 0.2514, loss_bbox: 0.7247, loss_obj: 0.1947, loss: 1.1707 2023-02-26 05:53:40,725 - mmdet - INFO - Epoch [260][700/1111] lr: 6.911e-04, eta: 7:41:20, time: 0.591, data_time: 0.034, memory: 27319, loss_cls: 0.2641, loss_bbox: 0.7749, loss_obj: 0.2053, loss: 1.2443 2023-02-26 05:54:08,573 - mmdet - INFO - Epoch [260][750/1111] lr: 6.905e-04, eta: 7:40:49, time: 0.557, data_time: 0.040, memory: 27319, loss_cls: 0.2614, loss_bbox: 0.7650, loss_obj: 0.2024, loss: 1.2288 2023-02-26 05:54:39,406 - mmdet - INFO - Epoch [260][800/1111] lr: 6.898e-04, eta: 7:40:18, time: 0.617, data_time: 0.027, memory: 27319, loss_cls: 0.2538, loss_bbox: 0.7328, loss_obj: 0.1948, loss: 1.1814 2023-02-26 05:55:09,874 - mmdet - INFO - Epoch [260][850/1111] lr: 6.891e-04, eta: 7:39:47, time: 0.609, data_time: 0.026, memory: 27319, loss_cls: 0.2520, loss_bbox: 0.7278, loss_obj: 0.1996, loss: 1.1794 2023-02-26 05:55:37,001 - mmdet - INFO - Epoch [260][900/1111] lr: 6.885e-04, eta: 7:39:15, time: 0.543, data_time: 0.033, memory: 27319, loss_cls: 0.2608, loss_bbox: 0.7637, loss_obj: 0.1987, loss: 1.2233 2023-02-26 05:56:05,520 - mmdet - INFO - Epoch [260][950/1111] lr: 6.878e-04, eta: 7:38:44, time: 0.570, data_time: 0.034, memory: 27319, loss_cls: 0.2608, loss_bbox: 0.7652, loss_obj: 0.2033, loss: 1.2293 2023-02-26 05:56:33,923 - mmdet - INFO - Epoch [260][1000/1111] lr: 6.871e-04, eta: 7:38:13, time: 0.568, data_time: 0.037, memory: 27319, loss_cls: 0.2614, loss_bbox: 0.7651, loss_obj: 0.1956, loss: 1.2221 2023-02-26 05:57:06,297 - mmdet - INFO - Epoch [260][1050/1111] lr: 6.865e-04, eta: 7:37:42, time: 0.647, data_time: 0.025, memory: 27319, loss_cls: 0.2559, loss_bbox: 0.7477, loss_obj: 0.2057, loss: 1.2093 2023-02-26 05:57:34,172 - mmdet - INFO - Epoch [260][1100/1111] lr: 6.858e-04, eta: 7:37:11, time: 0.558, data_time: 0.026, memory: 27319, loss_cls: 0.2579, loss_bbox: 0.7515, loss_obj: 0.1988, loss: 1.2082 2023-02-26 05:57:41,323 - mmdet - INFO - Saving checkpoint at 260 epochs 2023-02-26 06:00:37,500 - mmdet - INFO - Evaluating bbox... 2023-02-26 06:00:52,963 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.893 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.970 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.931 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.086 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.776 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.944 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.910 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.910 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.910 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.267 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.834 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.955 2023-02-26 06:00:53,063 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 06:00:53,063 - mmdet - INFO - Epoch(val) [260][4200] bbox_mAP: 0.8926, bbox_mAP_50: 0.9702, bbox_mAP_75: 0.9314, bbox_mAP_s: 0.0864, bbox_mAP_m: 0.7755, bbox_mAP_l: 0.9435, bbox_mAP_copypaste: 0.8926 0.9702 0.9314 0.0864 0.7755 0.9435 2023-02-26 06:01:33,960 - mmdet - INFO - Epoch [261][50/1111] lr: 6.850e-04, eta: 7:36:34, time: 0.816, data_time: 0.164, memory: 27319, loss_cls: 0.2549, loss_bbox: 0.7405, loss_obj: 0.2062, loss: 1.2015 2023-02-26 06:02:02,120 - mmdet - INFO - Epoch [261][100/1111] lr: 6.843e-04, eta: 7:36:03, time: 0.563, data_time: 0.029, memory: 27319, loss_cls: 0.2574, loss_bbox: 0.7487, loss_obj: 0.1970, loss: 1.2031 2023-02-26 06:02:37,161 - mmdet - INFO - Epoch [261][150/1111] lr: 6.837e-04, eta: 7:35:32, time: 0.701, data_time: 0.025, memory: 27319, loss_cls: 0.2544, loss_bbox: 0.7378, loss_obj: 0.2075, loss: 1.1997 2023-02-26 06:03:04,790 - mmdet - INFO - Epoch [261][200/1111] lr: 6.830e-04, eta: 7:35:01, time: 0.552, data_time: 0.029, memory: 27319, loss_cls: 0.2629, loss_bbox: 0.7708, loss_obj: 0.2036, loss: 1.2373 2023-02-26 06:03:36,704 - mmdet - INFO - Epoch [261][250/1111] lr: 6.823e-04, eta: 7:34:30, time: 0.638, data_time: 0.032, memory: 27319, loss_cls: 0.2559, loss_bbox: 0.7445, loss_obj: 0.2003, loss: 1.2006 2023-02-26 06:04:08,696 - mmdet - INFO - Epoch [261][300/1111] lr: 6.817e-04, eta: 7:34:00, time: 0.640, data_time: 0.026, memory: 27319, loss_cls: 0.2555, loss_bbox: 0.7431, loss_obj: 0.2021, loss: 1.2007 2023-02-26 06:04:39,716 - mmdet - INFO - Epoch [261][350/1111] lr: 6.810e-04, eta: 7:33:29, time: 0.620, data_time: 0.031, memory: 27319, loss_cls: 0.2509, loss_bbox: 0.7246, loss_obj: 0.1928, loss: 1.1683 2023-02-26 06:05:09,130 - mmdet - INFO - Epoch [261][400/1111] lr: 6.804e-04, eta: 7:32:58, time: 0.588, data_time: 0.033, memory: 27319, loss_cls: 0.2598, loss_bbox: 0.7619, loss_obj: 0.2055, loss: 1.2272 2023-02-26 06:05:40,471 - mmdet - INFO - Epoch [261][450/1111] lr: 6.797e-04, eta: 7:32:27, time: 0.627, data_time: 0.028, memory: 27319, loss_cls: 0.2576, loss_bbox: 0.7521, loss_obj: 0.1990, loss: 1.2087 2023-02-26 06:06:11,572 - mmdet - INFO - Epoch [261][500/1111] lr: 6.791e-04, eta: 7:31:56, time: 0.622, data_time: 0.031, memory: 27319, loss_cls: 0.2589, loss_bbox: 0.7554, loss_obj: 0.2041, loss: 1.2184 2023-02-26 06:06:46,989 - mmdet - INFO - Epoch [261][550/1111] lr: 6.784e-04, eta: 7:31:26, time: 0.708, data_time: 0.023, memory: 27319, loss_cls: 0.2497, loss_bbox: 0.7172, loss_obj: 0.1883, loss: 1.1552 2023-02-26 06:07:19,684 - mmdet - INFO - Epoch [261][600/1111] lr: 6.778e-04, eta: 7:30:55, time: 0.654, data_time: 0.028, memory: 27319, loss_cls: 0.2563, loss_bbox: 0.7443, loss_obj: 0.2056, loss: 1.2063 2023-02-26 06:07:46,827 - mmdet - INFO - Epoch [261][650/1111] lr: 6.771e-04, eta: 7:30:24, time: 0.543, data_time: 0.036, memory: 27319, loss_cls: 0.2583, loss_bbox: 0.7527, loss_obj: 0.1981, loss: 1.2090 2023-02-26 06:08:14,860 - mmdet - INFO - Epoch [261][700/1111] lr: 6.765e-04, eta: 7:29:53, time: 0.561, data_time: 0.028, memory: 27319, loss_cls: 0.2586, loss_bbox: 0.7522, loss_obj: 0.1954, loss: 1.2061 2023-02-26 06:08:41,801 - mmdet - INFO - Epoch [261][750/1111] lr: 6.758e-04, eta: 7:29:21, time: 0.539, data_time: 0.038, memory: 27319, loss_cls: 0.2617, loss_bbox: 0.7696, loss_obj: 0.2125, loss: 1.2438 2023-02-26 06:09:14,600 - mmdet - INFO - Epoch [261][800/1111] lr: 6.752e-04, eta: 7:28:51, time: 0.656, data_time: 0.029, memory: 27319, loss_cls: 0.2573, loss_bbox: 0.7437, loss_obj: 0.1993, loss: 1.2003 2023-02-26 06:09:46,004 - mmdet - INFO - Epoch [261][850/1111] lr: 6.745e-04, eta: 7:28:20, time: 0.628, data_time: 0.030, memory: 27319, loss_cls: 0.2558, loss_bbox: 0.7419, loss_obj: 0.1995, loss: 1.1972 2023-02-26 06:10:13,881 - mmdet - INFO - Epoch [261][900/1111] lr: 6.739e-04, eta: 7:27:49, time: 0.557, data_time: 0.036, memory: 27319, loss_cls: 0.2586, loss_bbox: 0.7590, loss_obj: 0.2019, loss: 1.2194 2023-02-26 06:10:46,202 - mmdet - INFO - Epoch [261][950/1111] lr: 6.732e-04, eta: 7:27:18, time: 0.646, data_time: 0.025, memory: 27319, loss_cls: 0.2557, loss_bbox: 0.7433, loss_obj: 0.2016, loss: 1.2006 2023-02-26 06:11:18,254 - mmdet - INFO - Epoch [261][1000/1111] lr: 6.726e-04, eta: 7:26:47, time: 0.641, data_time: 0.028, memory: 27319, loss_cls: 0.2602, loss_bbox: 0.7579, loss_obj: 0.2143, loss: 1.2325 2023-02-26 06:11:45,886 - mmdet - INFO - Epoch [261][1050/1111] lr: 6.720e-04, eta: 7:26:16, time: 0.552, data_time: 0.030, memory: 27319, loss_cls: 0.2669, loss_bbox: 0.7875, loss_obj: 0.2031, loss: 1.2575 2023-02-26 06:12:14,768 - mmdet - INFO - Epoch [261][1100/1111] lr: 6.713e-04, eta: 7:25:45, time: 0.578, data_time: 0.025, memory: 27319, loss_cls: 0.2608, loss_bbox: 0.7586, loss_obj: 0.2059, loss: 1.2253 2023-02-26 06:13:04,568 - mmdet - INFO - Epoch [262][50/1111] lr: 6.705e-04, eta: 7:25:08, time: 0.903, data_time: 0.281, memory: 27319, loss_cls: 0.2626, loss_bbox: 0.7714, loss_obj: 0.2041, loss: 1.2381 2023-02-26 06:13:32,885 - mmdet - INFO - Epoch [262][100/1111] lr: 6.699e-04, eta: 7:24:37, time: 0.566, data_time: 0.034, memory: 27319, loss_cls: 0.2605, loss_bbox: 0.7629, loss_obj: 0.1970, loss: 1.2204 2023-02-26 06:14:01,263 - mmdet - INFO - Epoch [262][150/1111] lr: 6.693e-04, eta: 7:24:06, time: 0.568, data_time: 0.034, memory: 27319, loss_cls: 0.2626, loss_bbox: 0.7724, loss_obj: 0.2045, loss: 1.2395 2023-02-26 06:14:34,124 - mmdet - INFO - Epoch [262][200/1111] lr: 6.686e-04, eta: 7:23:35, time: 0.657, data_time: 0.028, memory: 27319, loss_cls: 0.2595, loss_bbox: 0.7560, loss_obj: 0.2129, loss: 1.2284 2023-02-26 06:15:07,753 - mmdet - INFO - Epoch [262][250/1111] lr: 6.680e-04, eta: 7:23:05, time: 0.673, data_time: 0.024, memory: 27319, loss_cls: 0.2536, loss_bbox: 0.7340, loss_obj: 0.1926, loss: 1.1802 2023-02-26 06:15:38,036 - mmdet - INFO - Epoch [262][300/1111] lr: 6.674e-04, eta: 7:22:34, time: 0.605, data_time: 0.031, memory: 27319, loss_cls: 0.2595, loss_bbox: 0.7524, loss_obj: 0.2023, loss: 1.2142 2023-02-26 06:16:07,501 - mmdet - INFO - Epoch [262][350/1111] lr: 6.667e-04, eta: 7:22:03, time: 0.589, data_time: 0.030, memory: 27319, loss_cls: 0.2558, loss_bbox: 0.7471, loss_obj: 0.1988, loss: 1.2017 2023-02-26 06:16:39,132 - mmdet - INFO - Epoch [262][400/1111] lr: 6.661e-04, eta: 7:21:32, time: 0.632, data_time: 0.026, memory: 27319, loss_cls: 0.2506, loss_bbox: 0.7199, loss_obj: 0.1964, loss: 1.1669 2023-02-26 06:17:09,674 - mmdet - INFO - Epoch [262][450/1111] lr: 6.655e-04, eta: 7:21:01, time: 0.611, data_time: 0.033, memory: 27319, loss_cls: 0.2594, loss_bbox: 0.7590, loss_obj: 0.2080, loss: 1.2264 2023-02-26 06:17:40,946 - mmdet - INFO - Epoch [262][500/1111] lr: 6.649e-04, eta: 7:20:30, time: 0.625, data_time: 0.025, memory: 27319, loss_cls: 0.2509, loss_bbox: 0.7211, loss_obj: 0.1938, loss: 1.1658 2023-02-26 06:18:09,366 - mmdet - INFO - Epoch [262][550/1111] lr: 6.642e-04, eta: 7:19:59, time: 0.568, data_time: 0.032, memory: 27319, loss_cls: 0.2630, loss_bbox: 0.7752, loss_obj: 0.2093, loss: 1.2475 2023-02-26 06:18:36,630 - mmdet - INFO - Epoch [262][600/1111] lr: 6.636e-04, eta: 7:19:28, time: 0.545, data_time: 0.035, memory: 27319, loss_cls: 0.2620, loss_bbox: 0.7697, loss_obj: 0.2065, loss: 1.2382 2023-02-26 06:19:09,024 - mmdet - INFO - Epoch [262][650/1111] lr: 6.630e-04, eta: 7:18:57, time: 0.648, data_time: 0.029, memory: 27319, loss_cls: 0.2511, loss_bbox: 0.7211, loss_obj: 0.1901, loss: 1.1623 2023-02-26 06:19:35,874 - mmdet - INFO - Epoch [262][700/1111] lr: 6.624e-04, eta: 7:18:26, time: 0.537, data_time: 0.036, memory: 27319, loss_cls: 0.2704, loss_bbox: 0.8044, loss_obj: 0.2166, loss: 1.2913 2023-02-26 06:20:08,398 - mmdet - INFO - Epoch [262][750/1111] lr: 6.617e-04, eta: 7:17:55, time: 0.650, data_time: 0.028, memory: 27319, loss_cls: 0.2542, loss_bbox: 0.7358, loss_obj: 0.2028, loss: 1.1929 2023-02-26 06:20:38,214 - mmdet - INFO - Epoch [262][800/1111] lr: 6.611e-04, eta: 7:17:24, time: 0.596, data_time: 0.031, memory: 27319, loss_cls: 0.2647, loss_bbox: 0.7767, loss_obj: 0.2075, loss: 1.2489 2023-02-26 06:21:09,815 - mmdet - INFO - Epoch [262][850/1111] lr: 6.605e-04, eta: 7:16:53, time: 0.632, data_time: 0.031, memory: 27319, loss_cls: 0.2540, loss_bbox: 0.7311, loss_obj: 0.2011, loss: 1.1862 2023-02-26 06:21:41,922 - mmdet - INFO - Epoch [262][900/1111] lr: 6.599e-04, eta: 7:16:23, time: 0.642, data_time: 0.028, memory: 27319, loss_cls: 0.2593, loss_bbox: 0.7554, loss_obj: 0.2045, loss: 1.2192 2023-02-26 06:22:11,129 - mmdet - INFO - Epoch [262][950/1111] lr: 6.593e-04, eta: 7:15:52, time: 0.584, data_time: 0.036, memory: 27319, loss_cls: 0.2567, loss_bbox: 0.7443, loss_obj: 0.1938, loss: 1.1947 2023-02-26 06:22:37,498 - mmdet - INFO - Epoch [262][1000/1111] lr: 6.586e-04, eta: 7:15:20, time: 0.527, data_time: 0.034, memory: 27319, loss_cls: 0.2686, loss_bbox: 0.7986, loss_obj: 0.2137, loss: 1.2808 2023-02-26 06:23:08,252 - mmdet - INFO - Epoch [262][1050/1111] lr: 6.580e-04, eta: 7:14:49, time: 0.615, data_time: 0.030, memory: 27319, loss_cls: 0.2546, loss_bbox: 0.7408, loss_obj: 0.2005, loss: 1.1960 2023-02-26 06:23:36,428 - mmdet - INFO - Epoch [262][1100/1111] lr: 6.574e-04, eta: 7:14:18, time: 0.564, data_time: 0.028, memory: 27319, loss_cls: 0.2616, loss_bbox: 0.7700, loss_obj: 0.2014, loss: 1.2330 2023-02-26 06:24:31,274 - mmdet - INFO - Epoch [263][50/1111] lr: 6.567e-04, eta: 7:13:42, time: 0.983, data_time: 0.225, memory: 27319, loss_cls: 0.2595, loss_bbox: 0.7542, loss_obj: 0.2109, loss: 1.2246 2023-02-26 06:25:01,774 - mmdet - INFO - Epoch [263][100/1111] lr: 6.561e-04, eta: 7:13:11, time: 0.610, data_time: 0.025, memory: 27319, loss_cls: 0.2596, loss_bbox: 0.7588, loss_obj: 0.2098, loss: 1.2282 2023-02-26 06:25:33,637 - mmdet - INFO - Epoch [263][150/1111] lr: 6.555e-04, eta: 7:12:40, time: 0.637, data_time: 0.031, memory: 27319, loss_cls: 0.2604, loss_bbox: 0.7632, loss_obj: 0.2123, loss: 1.2359 2023-02-26 06:26:03,183 - mmdet - INFO - Epoch [263][200/1111] lr: 6.548e-04, eta: 7:12:09, time: 0.591, data_time: 0.028, memory: 27319, loss_cls: 0.2580, loss_bbox: 0.7497, loss_obj: 0.2037, loss: 1.2115 2023-02-26 06:26:33,614 - mmdet - INFO - Epoch [263][250/1111] lr: 6.542e-04, eta: 7:11:38, time: 0.608, data_time: 0.029, memory: 27319, loss_cls: 0.2538, loss_bbox: 0.7291, loss_obj: 0.1864, loss: 1.1692 2023-02-26 06:27:07,096 - mmdet - INFO - Epoch [263][300/1111] lr: 6.536e-04, eta: 7:11:08, time: 0.670, data_time: 0.025, memory: 27319, loss_cls: 0.2576, loss_bbox: 0.7493, loss_obj: 0.2075, loss: 1.2144 2023-02-26 06:27:39,687 - mmdet - INFO - Epoch [263][350/1111] lr: 6.530e-04, eta: 7:10:37, time: 0.652, data_time: 0.029, memory: 27319, loss_cls: 0.2561, loss_bbox: 0.7416, loss_obj: 0.2040, loss: 1.2017 2023-02-26 06:28:09,321 - mmdet - INFO - Epoch [263][400/1111] lr: 6.524e-04, eta: 7:10:06, time: 0.593, data_time: 0.025, memory: 27319, loss_cls: 0.2573, loss_bbox: 0.7467, loss_obj: 0.2017, loss: 1.2057 2023-02-26 06:28:40,804 - mmdet - INFO - Epoch [263][450/1111] lr: 6.518e-04, eta: 7:09:36, time: 0.630, data_time: 0.028, memory: 27319, loss_cls: 0.2584, loss_bbox: 0.7522, loss_obj: 0.1948, loss: 1.2054 2023-02-26 06:29:08,977 - mmdet - INFO - Epoch [263][500/1111] lr: 6.512e-04, eta: 7:09:04, time: 0.563, data_time: 0.031, memory: 27319, loss_cls: 0.2589, loss_bbox: 0.7562, loss_obj: 0.2040, loss: 1.2191 2023-02-26 06:29:36,703 - mmdet - INFO - Epoch [263][550/1111] lr: 6.506e-04, eta: 7:08:33, time: 0.555, data_time: 0.032, memory: 27319, loss_cls: 0.2629, loss_bbox: 0.7758, loss_obj: 0.2087, loss: 1.2475 2023-02-26 06:30:08,413 - mmdet - INFO - Epoch [263][600/1111] lr: 6.500e-04, eta: 7:08:02, time: 0.634, data_time: 0.026, memory: 27319, loss_cls: 0.2479, loss_bbox: 0.7090, loss_obj: 0.1954, loss: 1.1523 2023-02-26 06:30:42,029 - mmdet - INFO - Epoch [263][650/1111] lr: 6.494e-04, eta: 7:07:32, time: 0.672, data_time: 0.025, memory: 27319, loss_cls: 0.2516, loss_bbox: 0.7270, loss_obj: 0.2000, loss: 1.1787 2023-02-26 06:31:11,677 - mmdet - INFO - Epoch [263][700/1111] lr: 6.488e-04, eta: 7:07:01, time: 0.593, data_time: 0.034, memory: 27319, loss_cls: 0.2607, loss_bbox: 0.7613, loss_obj: 0.1924, loss: 1.2144 2023-02-26 06:31:39,235 - mmdet - INFO - Epoch [263][750/1111] lr: 6.482e-04, eta: 7:06:29, time: 0.551, data_time: 0.031, memory: 27319, loss_cls: 0.2594, loss_bbox: 0.7589, loss_obj: 0.2148, loss: 1.2331 2023-02-26 06:32:08,883 - mmdet - INFO - Epoch [263][800/1111] lr: 6.476e-04, eta: 7:05:58, time: 0.593, data_time: 0.035, memory: 27319, loss_cls: 0.2584, loss_bbox: 0.7546, loss_obj: 0.2089, loss: 1.2219 2023-02-26 06:32:35,586 - mmdet - INFO - Epoch [263][850/1111] lr: 6.470e-04, eta: 7:05:27, time: 0.534, data_time: 0.028, memory: 27319, loss_cls: 0.2593, loss_bbox: 0.7601, loss_obj: 0.1999, loss: 1.2193 2023-02-26 06:33:04,924 - mmdet - INFO - Epoch [263][900/1111] lr: 6.465e-04, eta: 7:04:56, time: 0.587, data_time: 0.034, memory: 27319, loss_cls: 0.2611, loss_bbox: 0.7684, loss_obj: 0.2062, loss: 1.2358 2023-02-26 06:33:37,471 - mmdet - INFO - Epoch [263][950/1111] lr: 6.459e-04, eta: 7:04:25, time: 0.651, data_time: 0.025, memory: 27319, loss_cls: 0.2458, loss_bbox: 0.6973, loss_obj: 0.1872, loss: 1.1304 2023-02-26 06:34:10,795 - mmdet - INFO - Epoch [263][1000/1111] lr: 6.453e-04, eta: 7:03:55, time: 0.667, data_time: 0.028, memory: 27319, loss_cls: 0.2561, loss_bbox: 0.7442, loss_obj: 0.1984, loss: 1.1986 2023-02-26 06:34:43,283 - mmdet - INFO - Epoch [263][1050/1111] lr: 6.447e-04, eta: 7:03:24, time: 0.650, data_time: 0.027, memory: 27319, loss_cls: 0.2599, loss_bbox: 0.7587, loss_obj: 0.2065, loss: 1.2250 2023-02-26 06:35:13,105 - mmdet - INFO - Epoch [263][1100/1111] lr: 6.441e-04, eta: 7:02:53, time: 0.597, data_time: 0.025, memory: 27319, loss_cls: 0.2491, loss_bbox: 0.7138, loss_obj: 0.1871, loss: 1.1499 2023-02-26 06:36:09,157 - mmdet - INFO - Epoch [264][50/1111] lr: 6.434e-04, eta: 7:02:17, time: 0.984, data_time: 0.282, memory: 27319, loss_cls: 0.2568, loss_bbox: 0.7434, loss_obj: 0.1992, loss: 1.1994 2023-02-26 06:36:41,386 - mmdet - INFO - Epoch [264][100/1111] lr: 6.428e-04, eta: 7:01:47, time: 0.645, data_time: 0.030, memory: 27319, loss_cls: 0.2594, loss_bbox: 0.7548, loss_obj: 0.1963, loss: 1.2105 2023-02-26 06:37:09,780 - mmdet - INFO - Epoch [264][150/1111] lr: 6.422e-04, eta: 7:01:15, time: 0.568, data_time: 0.030, memory: 27319, loss_cls: 0.2646, loss_bbox: 0.7817, loss_obj: 0.2099, loss: 1.2562 2023-02-26 06:37:39,637 - mmdet - INFO - Epoch [264][200/1111] lr: 6.416e-04, eta: 7:00:44, time: 0.597, data_time: 0.029, memory: 27319, loss_cls: 0.2601, loss_bbox: 0.7626, loss_obj: 0.2021, loss: 1.2248 2023-02-26 06:38:09,463 - mmdet - INFO - Epoch [264][250/1111] lr: 6.411e-04, eta: 7:00:13, time: 0.596, data_time: 0.036, memory: 27319, loss_cls: 0.2607, loss_bbox: 0.7641, loss_obj: 0.2040, loss: 1.2289 2023-02-26 06:38:39,501 - mmdet - INFO - Epoch [264][300/1111] lr: 6.405e-04, eta: 6:59:42, time: 0.601, data_time: 0.027, memory: 27319, loss_cls: 0.2630, loss_bbox: 0.7725, loss_obj: 0.2141, loss: 1.2496 2023-02-26 06:39:09,311 - mmdet - INFO - Epoch [264][350/1111] lr: 6.399e-04, eta: 6:59:11, time: 0.596, data_time: 0.034, memory: 27319, loss_cls: 0.2661, loss_bbox: 0.7844, loss_obj: 0.2079, loss: 1.2584 2023-02-26 06:39:40,580 - mmdet - INFO - Epoch [264][400/1111] lr: 6.393e-04, eta: 6:58:41, time: 0.625, data_time: 0.027, memory: 27319, loss_cls: 0.2587, loss_bbox: 0.7567, loss_obj: 0.2040, loss: 1.2194 2023-02-26 06:40:13,534 - mmdet - INFO - Epoch [264][450/1111] lr: 6.387e-04, eta: 6:58:10, time: 0.659, data_time: 0.027, memory: 27319, loss_cls: 0.2549, loss_bbox: 0.7391, loss_obj: 0.1989, loss: 1.1928 2023-02-26 06:40:46,535 - mmdet - INFO - Epoch [264][500/1111] lr: 6.382e-04, eta: 6:57:39, time: 0.660, data_time: 0.024, memory: 27319, loss_cls: 0.2507, loss_bbox: 0.7252, loss_obj: 0.2033, loss: 1.1792 2023-02-26 06:41:19,233 - mmdet - INFO - Epoch [264][550/1111] lr: 6.376e-04, eta: 6:57:09, time: 0.654, data_time: 0.025, memory: 27319, loss_cls: 0.2529, loss_bbox: 0.7301, loss_obj: 0.1967, loss: 1.1798 2023-02-26 06:41:49,634 - mmdet - INFO - Epoch [264][600/1111] lr: 6.370e-04, eta: 6:56:38, time: 0.608, data_time: 0.030, memory: 27319, loss_cls: 0.2617, loss_bbox: 0.7661, loss_obj: 0.2068, loss: 1.2346 2023-02-26 06:42:20,919 - mmdet - INFO - Epoch [264][650/1111] lr: 6.365e-04, eta: 6:56:07, time: 0.626, data_time: 0.035, memory: 27319, loss_cls: 0.2609, loss_bbox: 0.7637, loss_obj: 0.2062, loss: 1.2308 2023-02-26 06:42:49,332 - mmdet - INFO - Epoch [264][700/1111] lr: 6.359e-04, eta: 6:55:36, time: 0.568, data_time: 0.030, memory: 27319, loss_cls: 0.2590, loss_bbox: 0.7562, loss_obj: 0.2038, loss: 1.2190 2023-02-26 06:43:18,791 - mmdet - INFO - Epoch [264][750/1111] lr: 6.353e-04, eta: 6:55:05, time: 0.589, data_time: 0.030, memory: 27319, loss_cls: 0.2586, loss_bbox: 0.7557, loss_obj: 0.2060, loss: 1.2204 2023-02-26 06:43:50,806 - mmdet - INFO - Epoch [264][800/1111] lr: 6.347e-04, eta: 6:54:34, time: 0.640, data_time: 0.029, memory: 27319, loss_cls: 0.2573, loss_bbox: 0.7510, loss_obj: 0.2007, loss: 1.2090 2023-02-26 06:44:22,274 - mmdet - INFO - Epoch [264][850/1111] lr: 6.342e-04, eta: 6:54:03, time: 0.629, data_time: 0.027, memory: 27319, loss_cls: 0.2493, loss_bbox: 0.7166, loss_obj: 0.1851, loss: 1.1511 2023-02-26 06:44:57,765 - mmdet - INFO - Epoch [264][900/1111] lr: 6.336e-04, eta: 6:53:33, time: 0.710, data_time: 0.025, memory: 27319, loss_cls: 0.2530, loss_bbox: 0.7285, loss_obj: 0.2044, loss: 1.1859 2023-02-26 06:45:27,815 - mmdet - INFO - Epoch [264][950/1111] lr: 6.331e-04, eta: 6:53:02, time: 0.601, data_time: 0.029, memory: 27319, loss_cls: 0.2563, loss_bbox: 0.7447, loss_obj: 0.1974, loss: 1.1985 2023-02-26 06:45:56,259 - mmdet - INFO - Epoch [264][1000/1111] lr: 6.325e-04, eta: 6:52:31, time: 0.569, data_time: 0.030, memory: 27319, loss_cls: 0.2567, loss_bbox: 0.7474, loss_obj: 0.2024, loss: 1.2065 2023-02-26 06:46:30,429 - mmdet - INFO - Epoch [264][1050/1111] lr: 6.319e-04, eta: 6:52:01, time: 0.683, data_time: 0.027, memory: 27319, loss_cls: 0.2514, loss_bbox: 0.7231, loss_obj: 0.1978, loss: 1.1723 2023-02-26 06:46:57,370 - mmdet - INFO - Epoch [264][1100/1111] lr: 6.314e-04, eta: 6:51:29, time: 0.539, data_time: 0.026, memory: 27319, loss_cls: 0.2536, loss_bbox: 0.7347, loss_obj: 0.1948, loss: 1.1831 2023-02-26 06:47:49,439 - mmdet - INFO - Epoch [265][50/1111] lr: 6.307e-04, eta: 6:50:53, time: 0.926, data_time: 0.284, memory: 27319, loss_cls: 0.2592, loss_bbox: 0.7593, loss_obj: 0.2012, loss: 1.2197 2023-02-26 06:48:17,232 - mmdet - INFO - Epoch [265][100/1111] lr: 6.301e-04, eta: 6:50:21, time: 0.556, data_time: 0.030, memory: 27319, loss_cls: 0.2638, loss_bbox: 0.7782, loss_obj: 0.2128, loss: 1.2548 2023-02-26 06:48:45,528 - mmdet - INFO - Epoch [265][150/1111] lr: 6.296e-04, eta: 6:49:50, time: 0.566, data_time: 0.033, memory: 27319, loss_cls: 0.2569, loss_bbox: 0.7462, loss_obj: 0.1908, loss: 1.1939 2023-02-26 06:49:15,495 - mmdet - INFO - Epoch [265][200/1111] lr: 6.290e-04, eta: 6:49:19, time: 0.600, data_time: 0.027, memory: 27319, loss_cls: 0.2575, loss_bbox: 0.7488, loss_obj: 0.2055, loss: 1.2118 2023-02-26 06:49:45,179 - mmdet - INFO - Epoch [265][250/1111] lr: 6.285e-04, eta: 6:48:48, time: 0.594, data_time: 0.032, memory: 27319, loss_cls: 0.2550, loss_bbox: 0.7405, loss_obj: 0.1973, loss: 1.1929 2023-02-26 06:50:18,494 - mmdet - INFO - Epoch [265][300/1111] lr: 6.279e-04, eta: 6:48:18, time: 0.666, data_time: 0.024, memory: 27319, loss_cls: 0.2465, loss_bbox: 0.7035, loss_obj: 0.1853, loss: 1.1353 2023-02-26 06:50:45,100 - mmdet - INFO - Epoch [265][350/1111] lr: 6.274e-04, eta: 6:47:46, time: 0.532, data_time: 0.035, memory: 27319, loss_cls: 0.2634, loss_bbox: 0.7806, loss_obj: 0.2084, loss: 1.2524 2023-02-26 06:51:10,335 - mmdet - INFO - Epoch [265][400/1111] lr: 6.268e-04, eta: 6:47:15, time: 0.505, data_time: 0.036, memory: 27319, loss_cls: 0.2612, loss_bbox: 0.7664, loss_obj: 0.2001, loss: 1.2277 2023-02-26 06:51:40,599 - mmdet - INFO - Epoch [265][450/1111] lr: 6.263e-04, eta: 6:46:44, time: 0.605, data_time: 0.031, memory: 27319, loss_cls: 0.2573, loss_bbox: 0.7527, loss_obj: 0.1960, loss: 1.2060 2023-02-26 06:52:10,852 - mmdet - INFO - Epoch [265][500/1111] lr: 6.257e-04, eta: 6:46:13, time: 0.605, data_time: 0.030, memory: 27319, loss_cls: 0.2567, loss_bbox: 0.7473, loss_obj: 0.1932, loss: 1.1972 2023-02-26 06:52:38,151 - mmdet - INFO - Epoch [265][550/1111] lr: 6.252e-04, eta: 6:45:41, time: 0.546, data_time: 0.035, memory: 27319, loss_cls: 0.2615, loss_bbox: 0.7658, loss_obj: 0.2009, loss: 1.2282 2023-02-26 06:53:04,108 - mmdet - INFO - Epoch [265][600/1111] lr: 6.246e-04, eta: 6:45:10, time: 0.519, data_time: 0.036, memory: 27319, loss_cls: 0.2662, loss_bbox: 0.7877, loss_obj: 0.2134, loss: 1.2673 2023-02-26 06:53:33,332 - mmdet - INFO - Epoch [265][650/1111] lr: 6.241e-04, eta: 6:44:39, time: 0.584, data_time: 0.032, memory: 27319, loss_cls: 0.2561, loss_bbox: 0.7436, loss_obj: 0.2063, loss: 1.2060 2023-02-26 06:54:04,367 - mmdet - INFO - Epoch [265][700/1111] lr: 6.235e-04, eta: 6:44:08, time: 0.621, data_time: 0.029, memory: 27319, loss_cls: 0.2546, loss_bbox: 0.7369, loss_obj: 0.2047, loss: 1.1963 2023-02-26 06:54:37,152 - mmdet - INFO - Epoch [265][750/1111] lr: 6.230e-04, eta: 6:43:37, time: 0.656, data_time: 0.025, memory: 27319, loss_cls: 0.2521, loss_bbox: 0.7292, loss_obj: 0.1961, loss: 1.1773 2023-02-26 06:55:09,074 - mmdet - INFO - Epoch [265][800/1111] lr: 6.224e-04, eta: 6:43:07, time: 0.639, data_time: 0.028, memory: 27319, loss_cls: 0.2523, loss_bbox: 0.7282, loss_obj: 0.1979, loss: 1.1784 2023-02-26 06:55:40,839 - mmdet - INFO - Epoch [265][850/1111] lr: 6.219e-04, eta: 6:42:36, time: 0.635, data_time: 0.029, memory: 27319, loss_cls: 0.2555, loss_bbox: 0.7434, loss_obj: 0.2008, loss: 1.1997 2023-02-26 06:56:07,762 - mmdet - INFO - Epoch [265][900/1111] lr: 6.214e-04, eta: 6:42:05, time: 0.538, data_time: 0.032, memory: 27319, loss_cls: 0.2609, loss_bbox: 0.7648, loss_obj: 0.2031, loss: 1.2288 2023-02-26 06:56:37,045 - mmdet - INFO - Epoch [265][950/1111] lr: 6.208e-04, eta: 6:41:34, time: 0.586, data_time: 0.038, memory: 27319, loss_cls: 0.2655, loss_bbox: 0.7850, loss_obj: 0.2151, loss: 1.2656 2023-02-26 06:57:09,561 - mmdet - INFO - Epoch [265][1000/1111] lr: 6.203e-04, eta: 6:41:03, time: 0.650, data_time: 0.029, memory: 27319, loss_cls: 0.2553, loss_bbox: 0.7429, loss_obj: 0.2030, loss: 1.2013 2023-02-26 06:57:42,067 - mmdet - INFO - Epoch [265][1050/1111] lr: 6.197e-04, eta: 6:40:32, time: 0.650, data_time: 0.024, memory: 27319, loss_cls: 0.2536, loss_bbox: 0.7343, loss_obj: 0.2008, loss: 1.1887 2023-02-26 06:58:16,839 - mmdet - INFO - Epoch [265][1100/1111] lr: 6.192e-04, eta: 6:40:02, time: 0.696, data_time: 0.025, memory: 27319, loss_cls: 0.2511, loss_bbox: 0.7213, loss_obj: 0.1891, loss: 1.1615 2023-02-26 06:59:08,689 - mmdet - INFO - Epoch [266][50/1111] lr: 6.186e-04, eta: 6:39:25, time: 0.922, data_time: 0.271, memory: 27319, loss_cls: 0.2510, loss_bbox: 0.7198, loss_obj: 0.1873, loss: 1.1582 2023-02-26 06:59:37,959 - mmdet - INFO - Epoch [266][100/1111] lr: 6.180e-04, eta: 6:38:54, time: 0.585, data_time: 0.033, memory: 27319, loss_cls: 0.2548, loss_bbox: 0.7379, loss_obj: 0.2020, loss: 1.1947 2023-02-26 07:00:08,164 - mmdet - INFO - Epoch [266][150/1111] lr: 6.175e-04, eta: 6:38:23, time: 0.604, data_time: 0.028, memory: 27319, loss_cls: 0.2540, loss_bbox: 0.7380, loss_obj: 0.1970, loss: 1.1891 2023-02-26 07:00:37,895 - mmdet - INFO - Epoch [266][200/1111] lr: 6.170e-04, eta: 6:37:52, time: 0.595, data_time: 0.024, memory: 27319, loss_cls: 0.2517, loss_bbox: 0.7277, loss_obj: 0.1963, loss: 1.1757 2023-02-26 07:01:10,882 - mmdet - INFO - Epoch [266][250/1111] lr: 6.164e-04, eta: 6:37:22, time: 0.660, data_time: 0.029, memory: 27319, loss_cls: 0.2541, loss_bbox: 0.7400, loss_obj: 0.2040, loss: 1.1980 2023-02-26 07:01:45,293 - mmdet - INFO - Epoch [266][300/1111] lr: 6.159e-04, eta: 6:36:51, time: 0.688, data_time: 0.024, memory: 27319, loss_cls: 0.2473, loss_bbox: 0.7056, loss_obj: 0.1859, loss: 1.1388 2023-02-26 07:02:17,074 - mmdet - INFO - Epoch [266][350/1111] lr: 6.154e-04, eta: 6:36:21, time: 0.636, data_time: 0.026, memory: 27319, loss_cls: 0.2542, loss_bbox: 0.7368, loss_obj: 0.2025, loss: 1.1934 2023-02-26 07:02:46,638 - mmdet - INFO - Epoch [266][400/1111] lr: 6.149e-04, eta: 6:35:50, time: 0.591, data_time: 0.029, memory: 27319, loss_cls: 0.2528, loss_bbox: 0.7313, loss_obj: 0.1918, loss: 1.1759 2023-02-26 07:03:13,829 - mmdet - INFO - Epoch [266][450/1111] lr: 6.143e-04, eta: 6:35:18, time: 0.544, data_time: 0.038, memory: 27319, loss_cls: 0.2681, loss_bbox: 0.7952, loss_obj: 0.2099, loss: 1.2732 2023-02-26 07:03:45,288 - mmdet - INFO - Epoch [266][500/1111] lr: 6.138e-04, eta: 6:34:48, time: 0.629, data_time: 0.027, memory: 27319, loss_cls: 0.2539, loss_bbox: 0.7376, loss_obj: 0.2046, loss: 1.1962 2023-02-26 07:04:16,797 - mmdet - INFO - Epoch [266][550/1111] lr: 6.133e-04, eta: 6:34:17, time: 0.630, data_time: 0.028, memory: 27319, loss_cls: 0.2588, loss_bbox: 0.7544, loss_obj: 0.2056, loss: 1.2188 2023-02-26 07:04:47,972 - mmdet - INFO - Epoch [266][600/1111] lr: 6.128e-04, eta: 6:33:46, time: 0.624, data_time: 0.033, memory: 27319, loss_cls: 0.2548, loss_bbox: 0.7408, loss_obj: 0.1991, loss: 1.1947 2023-02-26 07:05:20,873 - mmdet - INFO - Epoch [266][650/1111] lr: 6.123e-04, eta: 6:33:15, time: 0.658, data_time: 0.031, memory: 27319, loss_cls: 0.2549, loss_bbox: 0.7412, loss_obj: 0.2068, loss: 1.2029 2023-02-26 07:05:52,205 - mmdet - INFO - Epoch [266][700/1111] lr: 6.117e-04, eta: 6:32:45, time: 0.627, data_time: 0.024, memory: 27319, loss_cls: 0.2553, loss_bbox: 0.7387, loss_obj: 0.1974, loss: 1.1914 2023-02-26 07:06:23,117 - mmdet - INFO - Epoch [266][750/1111] lr: 6.112e-04, eta: 6:32:14, time: 0.618, data_time: 0.032, memory: 27319, loss_cls: 0.2567, loss_bbox: 0.7481, loss_obj: 0.1974, loss: 1.2021 2023-02-26 07:06:54,453 - mmdet - INFO - Epoch [266][800/1111] lr: 6.107e-04, eta: 6:31:43, time: 0.627, data_time: 0.027, memory: 27319, loss_cls: 0.2581, loss_bbox: 0.7538, loss_obj: 0.1974, loss: 1.2093 2023-02-26 07:07:28,439 - mmdet - INFO - Epoch [266][850/1111] lr: 6.102e-04, eta: 6:31:13, time: 0.680, data_time: 0.026, memory: 27319, loss_cls: 0.2511, loss_bbox: 0.7234, loss_obj: 0.1907, loss: 1.1651 2023-02-26 07:07:59,553 - mmdet - INFO - Epoch [266][900/1111] lr: 6.097e-04, eta: 6:30:42, time: 0.622, data_time: 0.029, memory: 27319, loss_cls: 0.2556, loss_bbox: 0.7411, loss_obj: 0.2166, loss: 1.2133 2023-02-26 07:08:29,738 - mmdet - INFO - Epoch [266][950/1111] lr: 6.092e-04, eta: 6:30:11, time: 0.604, data_time: 0.026, memory: 27319, loss_cls: 0.2492, loss_bbox: 0.7130, loss_obj: 0.1892, loss: 1.1514 2023-02-26 07:08:56,863 - mmdet - INFO - Epoch [266][1000/1111] lr: 6.087e-04, eta: 6:29:39, time: 0.542, data_time: 0.030, memory: 27319, loss_cls: 0.2587, loss_bbox: 0.7590, loss_obj: 0.2102, loss: 1.2279 2023-02-26 07:09:25,822 - mmdet - INFO - Epoch [266][1050/1111] lr: 6.081e-04, eta: 6:29:08, time: 0.579, data_time: 0.033, memory: 27319, loss_cls: 0.2542, loss_bbox: 0.7385, loss_obj: 0.2097, loss: 1.2024 2023-02-26 07:09:54,352 - mmdet - INFO - Epoch [266][1100/1111] lr: 6.076e-04, eta: 6:28:37, time: 0.571, data_time: 0.024, memory: 27319, loss_cls: 0.2556, loss_bbox: 0.7436, loss_obj: 0.2076, loss: 1.2069 2023-02-26 07:10:49,125 - mmdet - INFO - Epoch [267][50/1111] lr: 6.070e-04, eta: 6:28:01, time: 0.960, data_time: 0.278, memory: 27319, loss_cls: 0.2563, loss_bbox: 0.7436, loss_obj: 0.1976, loss: 1.1975 2023-02-26 07:11:21,038 - mmdet - INFO - Epoch [267][100/1111] lr: 6.065e-04, eta: 6:27:30, time: 0.638, data_time: 0.035, memory: 27319, loss_cls: 0.2576, loss_bbox: 0.7528, loss_obj: 0.2084, loss: 1.2189 2023-02-26 07:11:51,582 - mmdet - INFO - Epoch [267][150/1111] lr: 6.060e-04, eta: 6:26:59, time: 0.611, data_time: 0.031, memory: 27319, loss_cls: 0.2593, loss_bbox: 0.7557, loss_obj: 0.2042, loss: 1.2192 2023-02-26 07:12:21,359 - mmdet - INFO - Epoch [267][200/1111] lr: 6.055e-04, eta: 6:26:28, time: 0.596, data_time: 0.033, memory: 27319, loss_cls: 0.2566, loss_bbox: 0.7516, loss_obj: 0.2046, loss: 1.2128 2023-02-26 07:12:51,541 - mmdet - INFO - Epoch [267][250/1111] lr: 6.050e-04, eta: 6:25:57, time: 0.604, data_time: 0.028, memory: 27319, loss_cls: 0.2536, loss_bbox: 0.7316, loss_obj: 0.1856, loss: 1.1708 2023-02-26 07:13:20,978 - mmdet - INFO - Epoch [267][300/1111] lr: 6.045e-04, eta: 6:25:26, time: 0.589, data_time: 0.026, memory: 27319, loss_cls: 0.2585, loss_bbox: 0.7543, loss_obj: 0.2009, loss: 1.2136 2023-02-26 07:13:48,995 - mmdet - INFO - Epoch [267][350/1111] lr: 6.040e-04, eta: 6:24:55, time: 0.560, data_time: 0.030, memory: 27319, loss_cls: 0.2653, loss_bbox: 0.7850, loss_obj: 0.2140, loss: 1.2643 2023-02-26 07:14:17,157 - mmdet - INFO - Epoch [267][400/1111] lr: 6.035e-04, eta: 6:24:24, time: 0.563, data_time: 0.036, memory: 27319, loss_cls: 0.2582, loss_bbox: 0.7551, loss_obj: 0.2033, loss: 1.2166 2023-02-26 07:14:53,462 - mmdet - INFO - Epoch [267][450/1111] lr: 6.030e-04, eta: 6:23:54, time: 0.726, data_time: 0.023, memory: 27319, loss_cls: 0.2469, loss_bbox: 0.7045, loss_obj: 0.1828, loss: 1.1342 2023-02-26 07:15:26,960 - mmdet - INFO - Epoch [267][500/1111] lr: 6.025e-04, eta: 6:23:23, time: 0.670, data_time: 0.027, memory: 27319, loss_cls: 0.2503, loss_bbox: 0.7218, loss_obj: 0.2066, loss: 1.1787 2023-02-26 07:15:57,013 - mmdet - INFO - Epoch [267][550/1111] lr: 6.020e-04, eta: 6:22:52, time: 0.601, data_time: 0.030, memory: 27319, loss_cls: 0.2565, loss_bbox: 0.7475, loss_obj: 0.2006, loss: 1.2047 2023-02-26 07:16:27,485 - mmdet - INFO - Epoch [267][600/1111] lr: 6.015e-04, eta: 6:22:21, time: 0.609, data_time: 0.030, memory: 27319, loss_cls: 0.2573, loss_bbox: 0.7497, loss_obj: 0.2075, loss: 1.2145 2023-02-26 07:16:55,427 - mmdet - INFO - Epoch [267][650/1111] lr: 6.010e-04, eta: 6:21:50, time: 0.559, data_time: 0.033, memory: 27319, loss_cls: 0.2649, loss_bbox: 0.7824, loss_obj: 0.2133, loss: 1.2606 2023-02-26 07:17:22,883 - mmdet - INFO - Epoch [267][700/1111] lr: 6.005e-04, eta: 6:21:19, time: 0.549, data_time: 0.031, memory: 27319, loss_cls: 0.2573, loss_bbox: 0.7505, loss_obj: 0.1924, loss: 1.2003 2023-02-26 07:17:56,257 - mmdet - INFO - Epoch [267][750/1111] lr: 6.000e-04, eta: 6:20:48, time: 0.667, data_time: 0.031, memory: 27319, loss_cls: 0.2561, loss_bbox: 0.7441, loss_obj: 0.2044, loss: 1.2046 2023-02-26 07:18:25,879 - mmdet - INFO - Epoch [267][800/1111] lr: 5.996e-04, eta: 6:20:17, time: 0.592, data_time: 0.034, memory: 27319, loss_cls: 0.2633, loss_bbox: 0.7768, loss_obj: 0.2134, loss: 1.2535 2023-02-26 07:18:57,227 - mmdet - INFO - Epoch [267][850/1111] lr: 5.991e-04, eta: 6:19:46, time: 0.627, data_time: 0.031, memory: 27319, loss_cls: 0.2542, loss_bbox: 0.7381, loss_obj: 0.2095, loss: 1.2019 2023-02-26 07:19:28,703 - mmdet - INFO - Epoch [267][900/1111] lr: 5.986e-04, eta: 6:19:16, time: 0.630, data_time: 0.031, memory: 27319, loss_cls: 0.2576, loss_bbox: 0.7494, loss_obj: 0.2009, loss: 1.2079 2023-02-26 07:19:58,621 - mmdet - INFO - Epoch [267][950/1111] lr: 5.981e-04, eta: 6:18:45, time: 0.598, data_time: 0.029, memory: 27319, loss_cls: 0.2556, loss_bbox: 0.7412, loss_obj: 0.1980, loss: 1.1949 2023-02-26 07:20:25,067 - mmdet - INFO - Epoch [267][1000/1111] lr: 5.976e-04, eta: 6:18:13, time: 0.529, data_time: 0.038, memory: 27319, loss_cls: 0.2633, loss_bbox: 0.7770, loss_obj: 0.2052, loss: 1.2456 2023-02-26 07:21:00,516 - mmdet - INFO - Epoch [267][1050/1111] lr: 5.971e-04, eta: 6:17:43, time: 0.709, data_time: 0.026, memory: 27319, loss_cls: 0.2475, loss_bbox: 0.7125, loss_obj: 0.1926, loss: 1.1526 2023-02-26 07:21:28,642 - mmdet - INFO - Epoch [267][1100/1111] lr: 5.966e-04, eta: 6:17:12, time: 0.563, data_time: 0.027, memory: 27319, loss_cls: 0.2566, loss_bbox: 0.7495, loss_obj: 0.1985, loss: 1.2046 2023-02-26 07:22:22,824 - mmdet - INFO - Epoch [268][50/1111] lr: 5.961e-04, eta: 6:16:35, time: 0.937, data_time: 0.286, memory: 27319, loss_cls: 0.2623, loss_bbox: 0.7728, loss_obj: 0.2127, loss: 1.2478 2023-02-26 07:22:51,477 - mmdet - INFO - Epoch [268][100/1111] lr: 5.956e-04, eta: 6:16:04, time: 0.573, data_time: 0.029, memory: 27319, loss_cls: 0.2526, loss_bbox: 0.7303, loss_obj: 0.1922, loss: 1.1751 2023-02-26 07:23:24,818 - mmdet - INFO - Epoch [268][150/1111] lr: 5.951e-04, eta: 6:15:34, time: 0.667, data_time: 0.029, memory: 27319, loss_cls: 0.2468, loss_bbox: 0.7039, loss_obj: 0.1996, loss: 1.1504 2023-02-26 07:23:55,283 - mmdet - INFO - Epoch [268][200/1111] lr: 5.946e-04, eta: 6:15:03, time: 0.609, data_time: 0.028, memory: 27319, loss_cls: 0.2491, loss_bbox: 0.7155, loss_obj: 0.1959, loss: 1.1605 2023-02-26 07:24:21,475 - mmdet - INFO - Epoch [268][250/1111] lr: 5.942e-04, eta: 6:14:31, time: 0.524, data_time: 0.041, memory: 27319, loss_cls: 0.2642, loss_bbox: 0.7817, loss_obj: 0.2076, loss: 1.2535 2023-02-26 07:24:54,090 - mmdet - INFO - Epoch [268][300/1111] lr: 5.937e-04, eta: 6:14:01, time: 0.652, data_time: 0.036, memory: 27319, loss_cls: 0.2528, loss_bbox: 0.7285, loss_obj: 0.1918, loss: 1.1731 2023-02-26 07:25:26,655 - mmdet - INFO - Epoch [268][350/1111] lr: 5.932e-04, eta: 6:13:30, time: 0.651, data_time: 0.025, memory: 27319, loss_cls: 0.2564, loss_bbox: 0.7434, loss_obj: 0.2082, loss: 1.2080 2023-02-26 07:25:54,315 - mmdet - INFO - Epoch [268][400/1111] lr: 5.927e-04, eta: 6:12:59, time: 0.553, data_time: 0.034, memory: 27319, loss_cls: 0.2668, loss_bbox: 0.7912, loss_obj: 0.2165, loss: 1.2745 2023-02-26 07:26:22,805 - mmdet - INFO - Epoch [268][450/1111] lr: 5.923e-04, eta: 6:12:28, time: 0.570, data_time: 0.031, memory: 27319, loss_cls: 0.2593, loss_bbox: 0.7599, loss_obj: 0.2099, loss: 1.2292 2023-02-26 07:26:51,436 - mmdet - INFO - Epoch [268][500/1111] lr: 5.918e-04, eta: 6:11:56, time: 0.572, data_time: 0.028, memory: 27319, loss_cls: 0.2564, loss_bbox: 0.7433, loss_obj: 0.2024, loss: 1.2021 2023-02-26 07:27:20,243 - mmdet - INFO - Epoch [268][550/1111] lr: 5.913e-04, eta: 6:11:25, time: 0.576, data_time: 0.035, memory: 27319, loss_cls: 0.2571, loss_bbox: 0.7504, loss_obj: 0.2106, loss: 1.2182 2023-02-26 07:27:48,776 - mmdet - INFO - Epoch [268][600/1111] lr: 5.909e-04, eta: 6:10:54, time: 0.571, data_time: 0.031, memory: 27319, loss_cls: 0.2543, loss_bbox: 0.7348, loss_obj: 0.1938, loss: 1.1829 2023-02-26 07:28:18,320 - mmdet - INFO - Epoch [268][650/1111] lr: 5.904e-04, eta: 6:10:23, time: 0.591, data_time: 0.034, memory: 27319, loss_cls: 0.2581, loss_bbox: 0.7518, loss_obj: 0.1999, loss: 1.2099 2023-02-26 07:28:52,338 - mmdet - INFO - Epoch [268][700/1111] lr: 5.899e-04, eta: 6:09:53, time: 0.680, data_time: 0.028, memory: 27319, loss_cls: 0.2489, loss_bbox: 0.7127, loss_obj: 0.1985, loss: 1.1601 2023-02-26 07:29:25,508 - mmdet - INFO - Epoch [268][750/1111] lr: 5.895e-04, eta: 6:09:22, time: 0.663, data_time: 0.027, memory: 27319, loss_cls: 0.2509, loss_bbox: 0.7221, loss_obj: 0.1893, loss: 1.1623 2023-02-26 07:29:54,410 - mmdet - INFO - Epoch [268][800/1111] lr: 5.890e-04, eta: 6:08:51, time: 0.578, data_time: 0.033, memory: 27319, loss_cls: 0.2537, loss_bbox: 0.7347, loss_obj: 0.1962, loss: 1.1846 2023-02-26 07:30:22,717 - mmdet - INFO - Epoch [268][850/1111] lr: 5.885e-04, eta: 6:08:20, time: 0.566, data_time: 0.033, memory: 27319, loss_cls: 0.2573, loss_bbox: 0.7496, loss_obj: 0.2014, loss: 1.2082 2023-02-26 07:30:55,401 - mmdet - INFO - Epoch [268][900/1111] lr: 5.881e-04, eta: 6:07:49, time: 0.654, data_time: 0.023, memory: 27319, loss_cls: 0.2493, loss_bbox: 0.7159, loss_obj: 0.1965, loss: 1.1617 2023-02-26 07:31:23,183 - mmdet - INFO - Epoch [268][950/1111] lr: 5.876e-04, eta: 6:07:18, time: 0.555, data_time: 0.033, memory: 27319, loss_cls: 0.2608, loss_bbox: 0.7683, loss_obj: 0.2166, loss: 1.2456 2023-02-26 07:31:51,843 - mmdet - INFO - Epoch [268][1000/1111] lr: 5.872e-04, eta: 6:06:47, time: 0.573, data_time: 0.036, memory: 27319, loss_cls: 0.2573, loss_bbox: 0.7511, loss_obj: 0.1956, loss: 1.2041 2023-02-26 07:32:25,504 - mmdet - INFO - Epoch [268][1050/1111] lr: 5.867e-04, eta: 6:06:16, time: 0.673, data_time: 0.023, memory: 27319, loss_cls: 0.2544, loss_bbox: 0.7392, loss_obj: 0.2014, loss: 1.1950 2023-02-26 07:32:55,728 - mmdet - INFO - Epoch [268][1100/1111] lr: 5.862e-04, eta: 6:05:45, time: 0.604, data_time: 0.027, memory: 27319, loss_cls: 0.2507, loss_bbox: 0.7210, loss_obj: 0.1934, loss: 1.1651 2023-02-26 07:33:46,296 - mmdet - INFO - Epoch [269][50/1111] lr: 5.857e-04, eta: 6:05:09, time: 0.903, data_time: 0.280, memory: 27319, loss_cls: 0.2640, loss_bbox: 0.7752, loss_obj: 0.2049, loss: 1.2441 2023-02-26 07:34:17,818 - mmdet - INFO - Epoch [269][100/1111] lr: 5.852e-04, eta: 6:04:38, time: 0.630, data_time: 0.028, memory: 27319, loss_cls: 0.2546, loss_bbox: 0.7380, loss_obj: 0.1930, loss: 1.1857 2023-02-26 07:34:47,142 - mmdet - INFO - Epoch [269][150/1111] lr: 5.848e-04, eta: 6:04:07, time: 0.586, data_time: 0.031, memory: 27319, loss_cls: 0.2583, loss_bbox: 0.7536, loss_obj: 0.2056, loss: 1.2174 2023-02-26 07:35:17,596 - mmdet - INFO - Epoch [269][200/1111] lr: 5.843e-04, eta: 6:03:36, time: 0.609, data_time: 0.027, memory: 27319, loss_cls: 0.2509, loss_bbox: 0.7217, loss_obj: 0.1916, loss: 1.1642 2023-02-26 07:35:49,926 - mmdet - INFO - Epoch [269][250/1111] lr: 5.839e-04, eta: 6:03:05, time: 0.646, data_time: 0.027, memory: 27319, loss_cls: 0.2516, loss_bbox: 0.7252, loss_obj: 0.1839, loss: 1.1607 2023-02-26 07:36:15,806 - mmdet - INFO - Epoch [269][300/1111] lr: 5.834e-04, eta: 6:02:34, time: 0.518, data_time: 0.033, memory: 27319, loss_cls: 0.2649, loss_bbox: 0.7823, loss_obj: 0.2182, loss: 1.2654 2023-02-26 07:36:44,336 - mmdet - INFO - Epoch [269][350/1111] lr: 5.830e-04, eta: 6:02:03, time: 0.571, data_time: 0.036, memory: 27319, loss_cls: 0.2555, loss_bbox: 0.7425, loss_obj: 0.1943, loss: 1.1923 2023-02-26 07:37:17,769 - mmdet - INFO - Epoch [269][400/1111] lr: 5.825e-04, eta: 6:01:32, time: 0.669, data_time: 0.024, memory: 27319, loss_cls: 0.2554, loss_bbox: 0.7406, loss_obj: 0.1954, loss: 1.1914 2023-02-26 07:37:49,519 - mmdet - INFO - Epoch [269][450/1111] lr: 5.821e-04, eta: 6:01:01, time: 0.635, data_time: 0.029, memory: 27319, loss_cls: 0.2576, loss_bbox: 0.7510, loss_obj: 0.1963, loss: 1.2049 2023-02-26 07:38:19,610 - mmdet - INFO - Epoch [269][500/1111] lr: 5.817e-04, eta: 6:00:30, time: 0.602, data_time: 0.028, memory: 27319, loss_cls: 0.2560, loss_bbox: 0.7442, loss_obj: 0.2005, loss: 1.2007 2023-02-26 07:38:47,781 - mmdet - INFO - Epoch [269][550/1111] lr: 5.812e-04, eta: 5:59:59, time: 0.563, data_time: 0.034, memory: 27319, loss_cls: 0.2623, loss_bbox: 0.7703, loss_obj: 0.2132, loss: 1.2458 2023-02-26 07:39:19,721 - mmdet - INFO - Epoch [269][600/1111] lr: 5.808e-04, eta: 5:59:29, time: 0.639, data_time: 0.029, memory: 27319, loss_cls: 0.2504, loss_bbox: 0.7181, loss_obj: 0.1888, loss: 1.1574 2023-02-26 07:39:54,018 - mmdet - INFO - Epoch [269][650/1111] lr: 5.803e-04, eta: 5:58:58, time: 0.686, data_time: 0.024, memory: 27319, loss_cls: 0.2454, loss_bbox: 0.6994, loss_obj: 0.1871, loss: 1.1319 2023-02-26 07:40:30,147 - mmdet - INFO - Epoch [269][700/1111] lr: 5.799e-04, eta: 5:58:28, time: 0.723, data_time: 0.028, memory: 27319, loss_cls: 0.2459, loss_bbox: 0.7012, loss_obj: 0.1811, loss: 1.1283 2023-02-26 07:40:58,179 - mmdet - INFO - Epoch [269][750/1111] lr: 5.795e-04, eta: 5:57:57, time: 0.560, data_time: 0.034, memory: 27319, loss_cls: 0.2572, loss_bbox: 0.7516, loss_obj: 0.1984, loss: 1.2072 2023-02-26 07:41:27,202 - mmdet - INFO - Epoch [269][800/1111] lr: 5.790e-04, eta: 5:57:26, time: 0.581, data_time: 0.025, memory: 27319, loss_cls: 0.2596, loss_bbox: 0.7627, loss_obj: 0.2064, loss: 1.2287 2023-02-26 07:42:00,586 - mmdet - INFO - Epoch [269][850/1111] lr: 5.786e-04, eta: 5:56:55, time: 0.668, data_time: 0.027, memory: 27319, loss_cls: 0.2478, loss_bbox: 0.7096, loss_obj: 0.1893, loss: 1.1467 2023-02-26 07:42:29,699 - mmdet - INFO - Epoch [269][900/1111] lr: 5.782e-04, eta: 5:56:24, time: 0.581, data_time: 0.029, memory: 27319, loss_cls: 0.2567, loss_bbox: 0.7499, loss_obj: 0.2030, loss: 1.2096 2023-02-26 07:42:59,882 - mmdet - INFO - Epoch [269][950/1111] lr: 5.777e-04, eta: 5:55:53, time: 0.604, data_time: 0.028, memory: 27319, loss_cls: 0.2586, loss_bbox: 0.7572, loss_obj: 0.2025, loss: 1.2183 2023-02-26 07:43:31,340 - mmdet - INFO - Epoch [269][1000/1111] lr: 5.773e-04, eta: 5:55:22, time: 0.629, data_time: 0.029, memory: 27319, loss_cls: 0.2599, loss_bbox: 0.7642, loss_obj: 0.2023, loss: 1.2264 2023-02-26 07:44:06,353 - mmdet - INFO - Epoch [269][1050/1111] lr: 5.769e-04, eta: 5:54:52, time: 0.700, data_time: 0.027, memory: 27319, loss_cls: 0.2487, loss_bbox: 0.7124, loss_obj: 0.1887, loss: 1.1498 2023-02-26 07:44:36,817 - mmdet - INFO - Epoch [269][1100/1111] lr: 5.764e-04, eta: 5:54:21, time: 0.609, data_time: 0.024, memory: 27319, loss_cls: 0.2524, loss_bbox: 0.7298, loss_obj: 0.1914, loss: 1.1736 2023-02-26 07:45:31,363 - mmdet - INFO - Epoch [270][50/1111] lr: 5.759e-04, eta: 5:53:45, time: 0.952, data_time: 0.275, memory: 27319, loss_cls: 0.2574, loss_bbox: 0.7539, loss_obj: 0.2032, loss: 1.2145 2023-02-26 07:46:05,081 - mmdet - INFO - Epoch [270][100/1111] lr: 5.755e-04, eta: 5:53:14, time: 0.674, data_time: 0.028, memory: 27319, loss_cls: 0.2509, loss_bbox: 0.7264, loss_obj: 0.1928, loss: 1.1701 2023-02-26 07:46:36,757 - mmdet - INFO - Epoch [270][150/1111] lr: 5.751e-04, eta: 5:52:43, time: 0.633, data_time: 0.025, memory: 27319, loss_cls: 0.2516, loss_bbox: 0.7247, loss_obj: 0.1950, loss: 1.1713 2023-02-26 07:47:04,790 - mmdet - INFO - Epoch [270][200/1111] lr: 5.746e-04, eta: 5:52:12, time: 0.561, data_time: 0.030, memory: 27319, loss_cls: 0.2561, loss_bbox: 0.7462, loss_obj: 0.1980, loss: 1.2003 2023-02-26 07:47:31,793 - mmdet - INFO - Epoch [270][250/1111] lr: 5.742e-04, eta: 5:51:41, time: 0.540, data_time: 0.037, memory: 27319, loss_cls: 0.2578, loss_bbox: 0.7545, loss_obj: 0.1979, loss: 1.2101 2023-02-26 07:48:03,171 - mmdet - INFO - Epoch [270][300/1111] lr: 5.738e-04, eta: 5:51:10, time: 0.628, data_time: 0.029, memory: 27319, loss_cls: 0.2587, loss_bbox: 0.7575, loss_obj: 0.2053, loss: 1.2214 2023-02-26 07:48:36,877 - mmdet - INFO - Epoch [270][350/1111] lr: 5.734e-04, eta: 5:50:39, time: 0.674, data_time: 0.027, memory: 27319, loss_cls: 0.2451, loss_bbox: 0.6978, loss_obj: 0.1809, loss: 1.1238 2023-02-26 07:49:07,409 - mmdet - INFO - Epoch [270][400/1111] lr: 5.729e-04, eta: 5:50:09, time: 0.610, data_time: 0.027, memory: 27319, loss_cls: 0.2553, loss_bbox: 0.7379, loss_obj: 0.1968, loss: 1.1899 2023-02-26 07:49:40,882 - mmdet - INFO - Epoch [270][450/1111] lr: 5.725e-04, eta: 5:49:38, time: 0.670, data_time: 0.028, memory: 27319, loss_cls: 0.2527, loss_bbox: 0.7322, loss_obj: 0.2083, loss: 1.1932 2023-02-26 07:50:10,795 - mmdet - INFO - Epoch [270][500/1111] lr: 5.721e-04, eta: 5:49:07, time: 0.598, data_time: 0.031, memory: 27319, loss_cls: 0.2514, loss_bbox: 0.7260, loss_obj: 0.1913, loss: 1.1688 2023-02-26 07:50:41,794 - mmdet - INFO - Epoch [270][550/1111] lr: 5.717e-04, eta: 5:48:36, time: 0.620, data_time: 0.031, memory: 27319, loss_cls: 0.2589, loss_bbox: 0.7521, loss_obj: 0.1975, loss: 1.2084 2023-02-26 07:51:11,503 - mmdet - INFO - Epoch [270][600/1111] lr: 5.713e-04, eta: 5:48:05, time: 0.594, data_time: 0.030, memory: 27319, loss_cls: 0.2588, loss_bbox: 0.7542, loss_obj: 0.1988, loss: 1.2118 2023-02-26 07:51:38,983 - mmdet - INFO - Epoch [270][650/1111] lr: 5.709e-04, eta: 5:47:34, time: 0.550, data_time: 0.034, memory: 27319, loss_cls: 0.2604, loss_bbox: 0.7634, loss_obj: 0.2042, loss: 1.2280 2023-02-26 07:52:12,264 - mmdet - INFO - Epoch [270][700/1111] lr: 5.705e-04, eta: 5:47:03, time: 0.666, data_time: 0.026, memory: 27319, loss_cls: 0.2518, loss_bbox: 0.7265, loss_obj: 0.1890, loss: 1.1674 2023-02-26 07:52:38,340 - mmdet - INFO - Epoch [270][750/1111] lr: 5.700e-04, eta: 5:46:32, time: 0.521, data_time: 0.034, memory: 27319, loss_cls: 0.2556, loss_bbox: 0.7464, loss_obj: 0.1965, loss: 1.1986 2023-02-26 07:53:11,357 - mmdet - INFO - Epoch [270][800/1111] lr: 5.696e-04, eta: 5:46:01, time: 0.660, data_time: 0.025, memory: 27319, loss_cls: 0.2511, loss_bbox: 0.7195, loss_obj: 0.1897, loss: 1.1603 2023-02-26 07:53:43,660 - mmdet - INFO - Epoch [270][850/1111] lr: 5.692e-04, eta: 5:45:31, time: 0.646, data_time: 0.028, memory: 27319, loss_cls: 0.2473, loss_bbox: 0.7089, loss_obj: 0.1883, loss: 1.1445 2023-02-26 07:54:14,658 - mmdet - INFO - Epoch [270][900/1111] lr: 5.688e-04, eta: 5:45:00, time: 0.620, data_time: 0.027, memory: 27319, loss_cls: 0.2559, loss_bbox: 0.7427, loss_obj: 0.1944, loss: 1.1931 2023-02-26 07:54:43,609 - mmdet - INFO - Epoch [270][950/1111] lr: 5.684e-04, eta: 5:44:29, time: 0.579, data_time: 0.032, memory: 27319, loss_cls: 0.2565, loss_bbox: 0.7478, loss_obj: 0.1996, loss: 1.2040 2023-02-26 07:55:15,211 - mmdet - INFO - Epoch [270][1000/1111] lr: 5.680e-04, eta: 5:43:58, time: 0.632, data_time: 0.024, memory: 27319, loss_cls: 0.2493, loss_bbox: 0.7175, loss_obj: 0.1892, loss: 1.1560 2023-02-26 07:55:44,519 - mmdet - INFO - Epoch [270][1050/1111] lr: 5.676e-04, eta: 5:43:27, time: 0.586, data_time: 0.032, memory: 27319, loss_cls: 0.2553, loss_bbox: 0.7453, loss_obj: 0.1996, loss: 1.2002 2023-02-26 07:56:11,781 - mmdet - INFO - Epoch [270][1100/1111] lr: 5.672e-04, eta: 5:42:56, time: 0.545, data_time: 0.027, memory: 27319, loss_cls: 0.2594, loss_bbox: 0.7584, loss_obj: 0.2106, loss: 1.2283 2023-02-26 07:56:17,549 - mmdet - INFO - Saving checkpoint at 270 epochs 2023-02-26 07:59:08,755 - mmdet - INFO - Evaluating bbox... 2023-02-26 07:59:23,442 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.891 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.970 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.932 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.078 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.774 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.944 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.909 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.909 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.909 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.241 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.832 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.955 2023-02-26 07:59:23,538 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 07:59:23,538 - mmdet - INFO - Epoch(val) [270][4200] bbox_mAP: 0.8915, bbox_mAP_50: 0.9700, bbox_mAP_75: 0.9317, bbox_mAP_s: 0.0776, bbox_mAP_m: 0.7744, bbox_mAP_l: 0.9440, bbox_mAP_copypaste: 0.8915 0.9700 0.9317 0.0776 0.7744 0.9440 2023-02-26 08:00:02,783 - mmdet - INFO - Epoch [271][50/1111] lr: 5.667e-04, eta: 5:42:18, time: 0.784, data_time: 0.180, memory: 27319, loss_cls: 0.2588, loss_bbox: 0.7607, loss_obj: 0.2109, loss: 1.2303 2023-02-26 08:00:30,526 - mmdet - INFO - Epoch [271][100/1111] lr: 5.663e-04, eta: 5:41:47, time: 0.554, data_time: 0.029, memory: 27319, loss_cls: 0.2593, loss_bbox: 0.7628, loss_obj: 0.2039, loss: 1.2261 2023-02-26 08:00:57,893 - mmdet - INFO - Epoch [271][150/1111] lr: 5.659e-04, eta: 5:41:16, time: 0.548, data_time: 0.039, memory: 27319, loss_cls: 0.2624, loss_bbox: 0.7724, loss_obj: 0.2109, loss: 1.2457 2023-02-26 08:01:27,092 - mmdet - INFO - Epoch [271][200/1111] lr: 5.655e-04, eta: 5:40:45, time: 0.584, data_time: 0.032, memory: 27319, loss_cls: 0.2588, loss_bbox: 0.7537, loss_obj: 0.2088, loss: 1.2212 2023-02-26 08:02:02,831 - mmdet - INFO - Epoch [271][250/1111] lr: 5.651e-04, eta: 5:40:14, time: 0.715, data_time: 0.026, memory: 27319, loss_cls: 0.2523, loss_bbox: 0.7295, loss_obj: 0.1974, loss: 1.1792 2023-02-26 08:02:31,430 - mmdet - INFO - Epoch [271][300/1111] lr: 5.647e-04, eta: 5:39:43, time: 0.572, data_time: 0.029, memory: 27319, loss_cls: 0.2549, loss_bbox: 0.7422, loss_obj: 0.1979, loss: 1.1951 2023-02-26 08:02:59,177 - mmdet - INFO - Epoch [271][350/1111] lr: 5.643e-04, eta: 5:39:12, time: 0.555, data_time: 0.037, memory: 27319, loss_cls: 0.2622, loss_bbox: 0.7733, loss_obj: 0.2089, loss: 1.2445 2023-02-26 08:03:32,217 - mmdet - INFO - Epoch [271][400/1111] lr: 5.639e-04, eta: 5:38:41, time: 0.661, data_time: 0.023, memory: 27319, loss_cls: 0.2495, loss_bbox: 0.7180, loss_obj: 0.1970, loss: 1.1645 2023-02-26 08:04:07,289 - mmdet - INFO - Epoch [271][450/1111] lr: 5.635e-04, eta: 5:38:11, time: 0.701, data_time: 0.026, memory: 27319, loss_cls: 0.2472, loss_bbox: 0.7042, loss_obj: 0.1802, loss: 1.1317 2023-02-26 08:04:36,858 - mmdet - INFO - Epoch [271][500/1111] lr: 5.632e-04, eta: 5:37:40, time: 0.591, data_time: 0.027, memory: 27319, loss_cls: 0.2519, loss_bbox: 0.7274, loss_obj: 0.1945, loss: 1.1738 2023-02-26 08:05:03,351 - mmdet - INFO - Epoch [271][550/1111] lr: 5.628e-04, eta: 5:37:09, time: 0.530, data_time: 0.038, memory: 27319, loss_cls: 0.2651, loss_bbox: 0.7853, loss_obj: 0.2151, loss: 1.2655 2023-02-26 08:05:32,760 - mmdet - INFO - Epoch [271][600/1111] lr: 5.624e-04, eta: 5:36:38, time: 0.588, data_time: 0.031, memory: 27319, loss_cls: 0.2593, loss_bbox: 0.7574, loss_obj: 0.2058, loss: 1.2224 2023-02-26 08:06:03,406 - mmdet - INFO - Epoch [271][650/1111] lr: 5.620e-04, eta: 5:36:07, time: 0.613, data_time: 0.030, memory: 27319, loss_cls: 0.2545, loss_bbox: 0.7384, loss_obj: 0.2098, loss: 1.2026 2023-02-26 08:06:34,924 - mmdet - INFO - Epoch [271][700/1111] lr: 5.616e-04, eta: 5:35:36, time: 0.631, data_time: 0.028, memory: 27319, loss_cls: 0.2523, loss_bbox: 0.7304, loss_obj: 0.1971, loss: 1.1798 2023-02-26 08:07:08,971 - mmdet - INFO - Epoch [271][750/1111] lr: 5.612e-04, eta: 5:35:06, time: 0.681, data_time: 0.025, memory: 27319, loss_cls: 0.2468, loss_bbox: 0.7044, loss_obj: 0.1903, loss: 1.1415 2023-02-26 08:07:40,400 - mmdet - INFO - Epoch [271][800/1111] lr: 5.608e-04, eta: 5:34:35, time: 0.629, data_time: 0.029, memory: 27319, loss_cls: 0.2574, loss_bbox: 0.7471, loss_obj: 0.2050, loss: 1.2095 2023-02-26 08:08:11,917 - mmdet - INFO - Epoch [271][850/1111] lr: 5.605e-04, eta: 5:34:04, time: 0.630, data_time: 0.026, memory: 27319, loss_cls: 0.2522, loss_bbox: 0.7318, loss_obj: 0.1993, loss: 1.1833 2023-02-26 08:08:42,932 - mmdet - INFO - Epoch [271][900/1111] lr: 5.601e-04, eta: 5:33:33, time: 0.620, data_time: 0.027, memory: 27319, loss_cls: 0.2574, loss_bbox: 0.7491, loss_obj: 0.2021, loss: 1.2087 2023-02-26 08:09:12,631 - mmdet - INFO - Epoch [271][950/1111] lr: 5.597e-04, eta: 5:33:02, time: 0.594, data_time: 0.036, memory: 27319, loss_cls: 0.2571, loss_bbox: 0.7470, loss_obj: 0.2024, loss: 1.2066 2023-02-26 08:09:42,248 - mmdet - INFO - Epoch [271][1000/1111] lr: 5.593e-04, eta: 5:32:31, time: 0.592, data_time: 0.030, memory: 27319, loss_cls: 0.2576, loss_bbox: 0.7500, loss_obj: 0.2036, loss: 1.2112 2023-02-26 08:10:13,230 - mmdet - INFO - Epoch [271][1050/1111] lr: 5.589e-04, eta: 5:32:00, time: 0.620, data_time: 0.029, memory: 27319, loss_cls: 0.2500, loss_bbox: 0.7191, loss_obj: 0.1939, loss: 1.1630 2023-02-26 08:10:43,229 - mmdet - INFO - Epoch [271][1100/1111] lr: 5.586e-04, eta: 5:31:29, time: 0.600, data_time: 0.027, memory: 27319, loss_cls: 0.2586, loss_bbox: 0.7560, loss_obj: 0.1989, loss: 1.2135 2023-02-26 08:11:38,689 - mmdet - INFO - Epoch [272][50/1111] lr: 5.581e-04, eta: 5:30:53, time: 0.962, data_time: 0.267, memory: 27319, loss_cls: 0.2554, loss_bbox: 0.7415, loss_obj: 0.1969, loss: 1.1938 2023-02-26 08:12:10,216 - mmdet - INFO - Epoch [272][100/1111] lr: 5.577e-04, eta: 5:30:22, time: 0.630, data_time: 0.027, memory: 27319, loss_cls: 0.2534, loss_bbox: 0.7335, loss_obj: 0.2019, loss: 1.1889 2023-02-26 08:12:42,093 - mmdet - INFO - Epoch [272][150/1111] lr: 5.574e-04, eta: 5:29:51, time: 0.638, data_time: 0.024, memory: 27319, loss_cls: 0.2487, loss_bbox: 0.7148, loss_obj: 0.1882, loss: 1.1517 2023-02-26 08:13:11,523 - mmdet - INFO - Epoch [272][200/1111] lr: 5.570e-04, eta: 5:29:20, time: 0.589, data_time: 0.029, memory: 27319, loss_cls: 0.2526, loss_bbox: 0.7303, loss_obj: 0.2001, loss: 1.1829 2023-02-26 08:13:40,800 - mmdet - INFO - Epoch [272][250/1111] lr: 5.566e-04, eta: 5:28:49, time: 0.585, data_time: 0.032, memory: 27319, loss_cls: 0.2550, loss_bbox: 0.7420, loss_obj: 0.2025, loss: 1.1995 2023-02-26 08:14:14,793 - mmdet - INFO - Epoch [272][300/1111] lr: 5.563e-04, eta: 5:28:19, time: 0.680, data_time: 0.025, memory: 27319, loss_cls: 0.2490, loss_bbox: 0.7128, loss_obj: 0.1846, loss: 1.1464 2023-02-26 08:14:44,111 - mmdet - INFO - Epoch [272][350/1111] lr: 5.559e-04, eta: 5:27:48, time: 0.586, data_time: 0.025, memory: 27319, loss_cls: 0.2526, loss_bbox: 0.7269, loss_obj: 0.1844, loss: 1.1640 2023-02-26 08:15:16,957 - mmdet - INFO - Epoch [272][400/1111] lr: 5.555e-04, eta: 5:27:17, time: 0.657, data_time: 0.029, memory: 27319, loss_cls: 0.2541, loss_bbox: 0.7375, loss_obj: 0.1983, loss: 1.1898 2023-02-26 08:15:48,983 - mmdet - INFO - Epoch [272][450/1111] lr: 5.552e-04, eta: 5:26:46, time: 0.641, data_time: 0.024, memory: 27319, loss_cls: 0.2540, loss_bbox: 0.7343, loss_obj: 0.1981, loss: 1.1865 2023-02-26 08:16:23,162 - mmdet - INFO - Epoch [272][500/1111] lr: 5.548e-04, eta: 5:26:16, time: 0.684, data_time: 0.028, memory: 27319, loss_cls: 0.2487, loss_bbox: 0.7146, loss_obj: 0.1929, loss: 1.1562 2023-02-26 08:16:53,352 - mmdet - INFO - Epoch [272][550/1111] lr: 5.544e-04, eta: 5:25:45, time: 0.604, data_time: 0.027, memory: 27319, loss_cls: 0.2559, loss_bbox: 0.7433, loss_obj: 0.1974, loss: 1.1966 2023-02-26 08:17:22,670 - mmdet - INFO - Epoch [272][600/1111] lr: 5.541e-04, eta: 5:25:14, time: 0.586, data_time: 0.030, memory: 27319, loss_cls: 0.2581, loss_bbox: 0.7560, loss_obj: 0.2033, loss: 1.2174 2023-02-26 08:17:51,622 - mmdet - INFO - Epoch [272][650/1111] lr: 5.537e-04, eta: 5:24:43, time: 0.579, data_time: 0.031, memory: 27319, loss_cls: 0.2604, loss_bbox: 0.7667, loss_obj: 0.2060, loss: 1.2331 2023-02-26 08:18:26,566 - mmdet - INFO - Epoch [272][700/1111] lr: 5.533e-04, eta: 5:24:12, time: 0.699, data_time: 0.024, memory: 27319, loss_cls: 0.2433, loss_bbox: 0.6928, loss_obj: 0.1843, loss: 1.1203 2023-02-26 08:19:01,412 - mmdet - INFO - Epoch [272][750/1111] lr: 5.530e-04, eta: 5:23:42, time: 0.697, data_time: 0.025, memory: 27319, loss_cls: 0.2450, loss_bbox: 0.6968, loss_obj: 0.1871, loss: 1.1289 2023-02-26 08:19:31,178 - mmdet - INFO - Epoch [272][800/1111] lr: 5.526e-04, eta: 5:23:11, time: 0.595, data_time: 0.028, memory: 27319, loss_cls: 0.2528, loss_bbox: 0.7331, loss_obj: 0.1940, loss: 1.1799 2023-02-26 08:20:00,864 - mmdet - INFO - Epoch [272][850/1111] lr: 5.523e-04, eta: 5:22:40, time: 0.594, data_time: 0.031, memory: 27319, loss_cls: 0.2565, loss_bbox: 0.7505, loss_obj: 0.1975, loss: 1.2045 2023-02-26 08:20:30,989 - mmdet - INFO - Epoch [272][900/1111] lr: 5.519e-04, eta: 5:22:09, time: 0.602, data_time: 0.032, memory: 27319, loss_cls: 0.2560, loss_bbox: 0.7438, loss_obj: 0.2007, loss: 1.2006 2023-02-26 08:21:03,080 - mmdet - INFO - Epoch [272][950/1111] lr: 5.516e-04, eta: 5:21:38, time: 0.642, data_time: 0.025, memory: 27319, loss_cls: 0.2518, loss_bbox: 0.7277, loss_obj: 0.1964, loss: 1.1759 2023-02-26 08:21:34,481 - mmdet - INFO - Epoch [272][1000/1111] lr: 5.512e-04, eta: 5:21:08, time: 0.628, data_time: 0.031, memory: 27319, loss_cls: 0.2541, loss_bbox: 0.7354, loss_obj: 0.1986, loss: 1.1881 2023-02-26 08:22:07,722 - mmdet - INFO - Epoch [272][1050/1111] lr: 5.509e-04, eta: 5:20:37, time: 0.665, data_time: 0.025, memory: 27319, loss_cls: 0.2478, loss_bbox: 0.7090, loss_obj: 0.1792, loss: 1.1360 2023-02-26 08:22:38,071 - mmdet - INFO - Epoch [272][1100/1111] lr: 5.505e-04, eta: 5:20:06, time: 0.607, data_time: 0.028, memory: 27319, loss_cls: 0.2510, loss_bbox: 0.7219, loss_obj: 0.1856, loss: 1.1585 2023-02-26 08:23:31,854 - mmdet - INFO - Epoch [273][50/1111] lr: 5.501e-04, eta: 5:19:30, time: 0.984, data_time: 0.292, memory: 27319, loss_cls: 0.2562, loss_bbox: 0.7480, loss_obj: 0.1987, loss: 1.2029 2023-02-26 08:24:00,512 - mmdet - INFO - Epoch [273][100/1111] lr: 5.497e-04, eta: 5:18:58, time: 0.573, data_time: 0.028, memory: 27319, loss_cls: 0.2559, loss_bbox: 0.7434, loss_obj: 0.2016, loss: 1.2009 2023-02-26 08:24:30,269 - mmdet - INFO - Epoch [273][150/1111] lr: 5.494e-04, eta: 5:18:27, time: 0.595, data_time: 0.027, memory: 27319, loss_cls: 0.2555, loss_bbox: 0.7437, loss_obj: 0.2031, loss: 1.2023 2023-02-26 08:25:03,258 - mmdet - INFO - Epoch [273][200/1111] lr: 5.491e-04, eta: 5:17:57, time: 0.660, data_time: 0.029, memory: 27319, loss_cls: 0.2507, loss_bbox: 0.7219, loss_obj: 0.1858, loss: 1.1583 2023-02-26 08:25:34,839 - mmdet - INFO - Epoch [273][250/1111] lr: 5.487e-04, eta: 5:17:26, time: 0.632, data_time: 0.028, memory: 27319, loss_cls: 0.2517, loss_bbox: 0.7273, loss_obj: 0.1860, loss: 1.1650 2023-02-26 08:26:06,211 - mmdet - INFO - Epoch [273][300/1111] lr: 5.484e-04, eta: 5:16:55, time: 0.627, data_time: 0.031, memory: 27319, loss_cls: 0.2510, loss_bbox: 0.7267, loss_obj: 0.1965, loss: 1.1742 2023-02-26 08:26:33,426 - mmdet - INFO - Epoch [273][350/1111] lr: 5.480e-04, eta: 5:16:24, time: 0.544, data_time: 0.030, memory: 27319, loss_cls: 0.2572, loss_bbox: 0.7539, loss_obj: 0.1981, loss: 1.2092 2023-02-26 08:27:03,200 - mmdet - INFO - Epoch [273][400/1111] lr: 5.477e-04, eta: 5:15:53, time: 0.595, data_time: 0.035, memory: 27319, loss_cls: 0.2572, loss_bbox: 0.7537, loss_obj: 0.2102, loss: 1.2211 2023-02-26 08:27:31,033 - mmdet - INFO - Epoch [273][450/1111] lr: 5.473e-04, eta: 5:15:22, time: 0.557, data_time: 0.027, memory: 27319, loss_cls: 0.2555, loss_bbox: 0.7437, loss_obj: 0.1958, loss: 1.1950 2023-02-26 08:27:59,667 - mmdet - INFO - Epoch [273][500/1111] lr: 5.470e-04, eta: 5:14:51, time: 0.573, data_time: 0.029, memory: 27319, loss_cls: 0.2584, loss_bbox: 0.7580, loss_obj: 0.2031, loss: 1.2195 2023-02-26 08:28:31,373 - mmdet - INFO - Epoch [273][550/1111] lr: 5.467e-04, eta: 5:14:20, time: 0.634, data_time: 0.031, memory: 27319, loss_cls: 0.2508, loss_bbox: 0.7227, loss_obj: 0.1964, loss: 1.1699 2023-02-26 08:29:02,987 - mmdet - INFO - Epoch [273][600/1111] lr: 5.463e-04, eta: 5:13:49, time: 0.632, data_time: 0.030, memory: 27319, loss_cls: 0.2510, loss_bbox: 0.7260, loss_obj: 0.1958, loss: 1.1728 2023-02-26 08:29:33,564 - mmdet - INFO - Epoch [273][650/1111] lr: 5.460e-04, eta: 5:13:18, time: 0.612, data_time: 0.027, memory: 27319, loss_cls: 0.2529, loss_bbox: 0.7332, loss_obj: 0.1993, loss: 1.1854 2023-02-26 08:30:02,303 - mmdet - INFO - Epoch [273][700/1111] lr: 5.457e-04, eta: 5:12:47, time: 0.575, data_time: 0.030, memory: 27319, loss_cls: 0.2585, loss_bbox: 0.7568, loss_obj: 0.2099, loss: 1.2252 2023-02-26 08:30:32,871 - mmdet - INFO - Epoch [273][750/1111] lr: 5.453e-04, eta: 5:12:16, time: 0.611, data_time: 0.029, memory: 27319, loss_cls: 0.2514, loss_bbox: 0.7235, loss_obj: 0.1924, loss: 1.1673 2023-02-26 08:31:03,262 - mmdet - INFO - Epoch [273][800/1111] lr: 5.450e-04, eta: 5:11:45, time: 0.608, data_time: 0.030, memory: 27319, loss_cls: 0.2571, loss_bbox: 0.7426, loss_obj: 0.2032, loss: 1.2028 2023-02-26 08:31:33,297 - mmdet - INFO - Epoch [273][850/1111] lr: 5.447e-04, eta: 5:11:15, time: 0.601, data_time: 0.029, memory: 27319, loss_cls: 0.2506, loss_bbox: 0.7219, loss_obj: 0.1905, loss: 1.1630 2023-02-26 08:32:00,637 - mmdet - INFO - Epoch [273][900/1111] lr: 5.444e-04, eta: 5:10:43, time: 0.547, data_time: 0.033, memory: 27319, loss_cls: 0.2586, loss_bbox: 0.7562, loss_obj: 0.1999, loss: 1.2148 2023-02-26 08:32:30,083 - mmdet - INFO - Epoch [273][950/1111] lr: 5.440e-04, eta: 5:10:12, time: 0.589, data_time: 0.034, memory: 27319, loss_cls: 0.2563, loss_bbox: 0.7487, loss_obj: 0.2016, loss: 1.2065 2023-02-26 08:33:03,557 - mmdet - INFO - Epoch [273][1000/1111] lr: 5.437e-04, eta: 5:09:42, time: 0.670, data_time: 0.031, memory: 27319, loss_cls: 0.2522, loss_bbox: 0.7268, loss_obj: 0.1954, loss: 1.1745 2023-02-26 08:33:31,675 - mmdet - INFO - Epoch [273][1050/1111] lr: 5.434e-04, eta: 5:09:11, time: 0.562, data_time: 0.029, memory: 27319, loss_cls: 0.2544, loss_bbox: 0.7379, loss_obj: 0.1934, loss: 1.1857 2023-02-26 08:34:03,478 - mmdet - INFO - Epoch [273][1100/1111] lr: 5.431e-04, eta: 5:08:40, time: 0.636, data_time: 0.025, memory: 27319, loss_cls: 0.2491, loss_bbox: 0.7148, loss_obj: 0.1989, loss: 1.1628 2023-02-26 08:34:56,788 - mmdet - INFO - Epoch [274][50/1111] lr: 5.427e-04, eta: 5:08:03, time: 0.951, data_time: 0.280, memory: 27319, loss_cls: 0.2531, loss_bbox: 0.7335, loss_obj: 0.1911, loss: 1.1777 2023-02-26 08:35:28,599 - mmdet - INFO - Epoch [274][100/1111] lr: 5.423e-04, eta: 5:07:32, time: 0.636, data_time: 0.027, memory: 27319, loss_cls: 0.2564, loss_bbox: 0.7460, loss_obj: 0.1943, loss: 1.1966 2023-02-26 08:35:57,794 - mmdet - INFO - Epoch [274][150/1111] lr: 5.420e-04, eta: 5:07:01, time: 0.584, data_time: 0.033, memory: 27319, loss_cls: 0.2560, loss_bbox: 0.7450, loss_obj: 0.1949, loss: 1.1958 2023-02-26 08:36:26,678 - mmdet - INFO - Epoch [274][200/1111] lr: 5.417e-04, eta: 5:06:30, time: 0.578, data_time: 0.027, memory: 27319, loss_cls: 0.2575, loss_bbox: 0.7547, loss_obj: 0.2161, loss: 1.2283 2023-02-26 08:36:56,521 - mmdet - INFO - Epoch [274][250/1111] lr: 5.414e-04, eta: 5:05:59, time: 0.597, data_time: 0.033, memory: 27319, loss_cls: 0.2503, loss_bbox: 0.7254, loss_obj: 0.1986, loss: 1.1743 2023-02-26 08:37:28,473 - mmdet - INFO - Epoch [274][300/1111] lr: 5.411e-04, eta: 5:05:29, time: 0.639, data_time: 0.026, memory: 27319, loss_cls: 0.2504, loss_bbox: 0.7232, loss_obj: 0.1951, loss: 1.1687 2023-02-26 08:38:01,759 - mmdet - INFO - Epoch [274][350/1111] lr: 5.408e-04, eta: 5:04:58, time: 0.666, data_time: 0.026, memory: 27319, loss_cls: 0.2501, loss_bbox: 0.7192, loss_obj: 0.1897, loss: 1.1590 2023-02-26 08:38:29,796 - mmdet - INFO - Epoch [274][400/1111] lr: 5.405e-04, eta: 5:04:27, time: 0.561, data_time: 0.030, memory: 27319, loss_cls: 0.2553, loss_bbox: 0.7414, loss_obj: 0.1920, loss: 1.1887 2023-02-26 08:39:03,212 - mmdet - INFO - Epoch [274][450/1111] lr: 5.401e-04, eta: 5:03:56, time: 0.668, data_time: 0.023, memory: 27319, loss_cls: 0.2502, loss_bbox: 0.7200, loss_obj: 0.1934, loss: 1.1635 2023-02-26 08:39:30,916 - mmdet - INFO - Epoch [274][500/1111] lr: 5.398e-04, eta: 5:03:25, time: 0.554, data_time: 0.029, memory: 27319, loss_cls: 0.2562, loss_bbox: 0.7486, loss_obj: 0.2009, loss: 1.2057 2023-02-26 08:40:06,032 - mmdet - INFO - Epoch [274][550/1111] lr: 5.395e-04, eta: 5:02:55, time: 0.702, data_time: 0.029, memory: 27319, loss_cls: 0.2479, loss_bbox: 0.7140, loss_obj: 0.1949, loss: 1.1568 2023-02-26 08:40:37,761 - mmdet - INFO - Epoch [274][600/1111] lr: 5.392e-04, eta: 5:02:24, time: 0.635, data_time: 0.029, memory: 27319, loss_cls: 0.2513, loss_bbox: 0.7261, loss_obj: 0.1950, loss: 1.1724 2023-02-26 08:41:05,164 - mmdet - INFO - Epoch [274][650/1111] lr: 5.389e-04, eta: 5:01:53, time: 0.548, data_time: 0.037, memory: 27319, loss_cls: 0.2591, loss_bbox: 0.7600, loss_obj: 0.1994, loss: 1.2185 2023-02-26 08:41:39,029 - mmdet - INFO - Epoch [274][700/1111] lr: 5.386e-04, eta: 5:01:22, time: 0.677, data_time: 0.024, memory: 27319, loss_cls: 0.2510, loss_bbox: 0.7238, loss_obj: 0.1887, loss: 1.1635 2023-02-26 08:42:10,057 - mmdet - INFO - Epoch [274][750/1111] lr: 5.383e-04, eta: 5:00:51, time: 0.621, data_time: 0.031, memory: 27319, loss_cls: 0.2556, loss_bbox: 0.7451, loss_obj: 0.1995, loss: 1.2002 2023-02-26 08:42:41,821 - mmdet - INFO - Epoch [274][800/1111] lr: 5.380e-04, eta: 5:00:20, time: 0.635, data_time: 0.029, memory: 27319, loss_cls: 0.2480, loss_bbox: 0.7133, loss_obj: 0.1830, loss: 1.1443 2023-02-26 08:43:10,656 - mmdet - INFO - Epoch [274][850/1111] lr: 5.377e-04, eta: 4:59:49, time: 0.577, data_time: 0.035, memory: 27319, loss_cls: 0.2535, loss_bbox: 0.7369, loss_obj: 0.1962, loss: 1.1866 2023-02-26 08:43:39,563 - mmdet - INFO - Epoch [274][900/1111] lr: 5.374e-04, eta: 4:59:18, time: 0.578, data_time: 0.028, memory: 27319, loss_cls: 0.2548, loss_bbox: 0.7388, loss_obj: 0.1989, loss: 1.1925 2023-02-26 08:44:07,677 - mmdet - INFO - Epoch [274][950/1111] lr: 5.371e-04, eta: 4:58:47, time: 0.562, data_time: 0.030, memory: 27319, loss_cls: 0.2562, loss_bbox: 0.7494, loss_obj: 0.2025, loss: 1.2081 2023-02-26 08:44:35,950 - mmdet - INFO - Epoch [274][1000/1111] lr: 5.368e-04, eta: 4:58:16, time: 0.565, data_time: 0.030, memory: 27319, loss_cls: 0.2628, loss_bbox: 0.7761, loss_obj: 0.2107, loss: 1.2497 2023-02-26 08:45:08,325 - mmdet - INFO - Epoch [274][1050/1111] lr: 5.365e-04, eta: 4:57:45, time: 0.647, data_time: 0.028, memory: 27319, loss_cls: 0.2471, loss_bbox: 0.7097, loss_obj: 0.1926, loss: 1.1494 2023-02-26 08:45:32,499 - mmdet - INFO - Epoch [274][1100/1111] lr: 5.362e-04, eta: 4:57:14, time: 0.483, data_time: 0.030, memory: 27319, loss_cls: 0.2645, loss_bbox: 0.7797, loss_obj: 0.2092, loss: 1.2534 2023-02-26 08:46:26,399 - mmdet - INFO - Epoch [275][50/1111] lr: 5.358e-04, eta: 4:56:37, time: 0.949, data_time: 0.260, memory: 27319, loss_cls: 0.2574, loss_bbox: 0.7507, loss_obj: 0.1933, loss: 1.2014 2023-02-26 08:46:56,210 - mmdet - INFO - Epoch [275][100/1111] lr: 5.355e-04, eta: 4:56:06, time: 0.596, data_time: 0.028, memory: 27319, loss_cls: 0.2497, loss_bbox: 0.7238, loss_obj: 0.1938, loss: 1.1672 2023-02-26 08:47:28,992 - mmdet - INFO - Epoch [275][150/1111] lr: 5.353e-04, eta: 4:55:36, time: 0.656, data_time: 0.026, memory: 27319, loss_cls: 0.2544, loss_bbox: 0.7371, loss_obj: 0.1985, loss: 1.1900 2023-02-26 08:47:56,663 - mmdet - INFO - Epoch [275][200/1111] lr: 5.350e-04, eta: 4:55:04, time: 0.553, data_time: 0.032, memory: 27319, loss_cls: 0.2599, loss_bbox: 0.7622, loss_obj: 0.2045, loss: 1.2267 2023-02-26 08:48:29,950 - mmdet - INFO - Epoch [275][250/1111] lr: 5.347e-04, eta: 4:54:34, time: 0.666, data_time: 0.024, memory: 27319, loss_cls: 0.2500, loss_bbox: 0.7206, loss_obj: 0.1913, loss: 1.1619 2023-02-26 08:48:59,604 - mmdet - INFO - Epoch [275][300/1111] lr: 5.344e-04, eta: 4:54:03, time: 0.593, data_time: 0.028, memory: 27319, loss_cls: 0.2549, loss_bbox: 0.7414, loss_obj: 0.1979, loss: 1.1941 2023-02-26 08:49:32,231 - mmdet - INFO - Epoch [275][350/1111] lr: 5.341e-04, eta: 4:53:32, time: 0.653, data_time: 0.022, memory: 27319, loss_cls: 0.2459, loss_bbox: 0.7025, loss_obj: 0.1906, loss: 1.1389 2023-02-26 08:50:04,777 - mmdet - INFO - Epoch [275][400/1111] lr: 5.338e-04, eta: 4:53:01, time: 0.651, data_time: 0.031, memory: 27319, loss_cls: 0.2464, loss_bbox: 0.7048, loss_obj: 0.1885, loss: 1.1397 2023-02-26 08:50:39,767 - mmdet - INFO - Epoch [275][450/1111] lr: 5.335e-04, eta: 4:52:31, time: 0.700, data_time: 0.028, memory: 27319, loss_cls: 0.2487, loss_bbox: 0.7124, loss_obj: 0.1882, loss: 1.1493 2023-02-26 08:51:09,313 - mmdet - INFO - Epoch [275][500/1111] lr: 5.332e-04, eta: 4:52:00, time: 0.591, data_time: 0.026, memory: 27319, loss_cls: 0.2515, loss_bbox: 0.7278, loss_obj: 0.1865, loss: 1.1658 2023-02-26 08:51:43,479 - mmdet - INFO - Epoch [275][550/1111] lr: 5.330e-04, eta: 4:51:29, time: 0.683, data_time: 0.028, memory: 27319, loss_cls: 0.2492, loss_bbox: 0.7147, loss_obj: 0.1859, loss: 1.1497 2023-02-26 08:52:15,477 - mmdet - INFO - Epoch [275][600/1111] lr: 5.327e-04, eta: 4:50:59, time: 0.640, data_time: 0.030, memory: 27319, loss_cls: 0.2525, loss_bbox: 0.7351, loss_obj: 0.1953, loss: 1.1829 2023-02-26 08:52:43,914 - mmdet - INFO - Epoch [275][650/1111] lr: 5.324e-04, eta: 4:50:28, time: 0.569, data_time: 0.028, memory: 27319, loss_cls: 0.2551, loss_bbox: 0.7429, loss_obj: 0.1988, loss: 1.1969 2023-02-26 08:53:19,127 - mmdet - INFO - Epoch [275][700/1111] lr: 5.321e-04, eta: 4:49:57, time: 0.704, data_time: 0.026, memory: 27319, loss_cls: 0.2467, loss_bbox: 0.7050, loss_obj: 0.1943, loss: 1.1460 2023-02-26 08:53:47,511 - mmdet - INFO - Epoch [275][750/1111] lr: 5.318e-04, eta: 4:49:26, time: 0.567, data_time: 0.029, memory: 27319, loss_cls: 0.2569, loss_bbox: 0.7480, loss_obj: 0.1953, loss: 1.2001 2023-02-26 08:54:15,971 - mmdet - INFO - Epoch [275][800/1111] lr: 5.316e-04, eta: 4:48:55, time: 0.570, data_time: 0.034, memory: 27319, loss_cls: 0.2576, loss_bbox: 0.7533, loss_obj: 0.1965, loss: 1.2074 2023-02-26 08:54:44,150 - mmdet - INFO - Epoch [275][850/1111] lr: 5.313e-04, eta: 4:48:24, time: 0.564, data_time: 0.028, memory: 27319, loss_cls: 0.2538, loss_bbox: 0.7386, loss_obj: 0.1931, loss: 1.1855 2023-02-26 08:55:12,419 - mmdet - INFO - Epoch [275][900/1111] lr: 5.310e-04, eta: 4:47:53, time: 0.565, data_time: 0.030, memory: 27319, loss_cls: 0.2576, loss_bbox: 0.7557, loss_obj: 0.2073, loss: 1.2206 2023-02-26 08:55:44,534 - mmdet - INFO - Epoch [275][950/1111] lr: 5.307e-04, eta: 4:47:22, time: 0.642, data_time: 0.025, memory: 27319, loss_cls: 0.2494, loss_bbox: 0.7189, loss_obj: 0.1946, loss: 1.1629 2023-02-26 08:56:16,146 - mmdet - INFO - Epoch [275][1000/1111] lr: 5.305e-04, eta: 4:46:51, time: 0.632, data_time: 0.033, memory: 27319, loss_cls: 0.2529, loss_bbox: 0.7308, loss_obj: 0.1905, loss: 1.1742 2023-02-26 08:56:51,425 - mmdet - INFO - Epoch [275][1050/1111] lr: 5.302e-04, eta: 4:46:21, time: 0.706, data_time: 0.021, memory: 27319, loss_cls: 0.2420, loss_bbox: 0.6867, loss_obj: 0.1828, loss: 1.1116 2023-02-26 08:57:24,007 - mmdet - INFO - Epoch [275][1100/1111] lr: 5.299e-04, eta: 4:45:50, time: 0.652, data_time: 0.023, memory: 27319, loss_cls: 0.2509, loss_bbox: 0.7255, loss_obj: 0.2079, loss: 1.1843 2023-02-26 08:58:16,082 - mmdet - INFO - Epoch [276][50/1111] lr: 5.296e-04, eta: 4:45:13, time: 0.926, data_time: 0.269, memory: 27319, loss_cls: 0.2506, loss_bbox: 0.7253, loss_obj: 0.1913, loss: 1.1672 2023-02-26 08:58:51,801 - mmdet - INFO - Epoch [276][100/1111] lr: 5.293e-04, eta: 4:44:43, time: 0.714, data_time: 0.027, memory: 27319, loss_cls: 0.2478, loss_bbox: 0.7091, loss_obj: 0.1901, loss: 1.1470 2023-02-26 08:59:21,046 - mmdet - INFO - Epoch [276][150/1111] lr: 5.291e-04, eta: 4:44:12, time: 0.585, data_time: 0.029, memory: 27319, loss_cls: 0.2516, loss_bbox: 0.7304, loss_obj: 0.1953, loss: 1.1772 2023-02-26 08:59:54,104 - mmdet - INFO - Epoch [276][200/1111] lr: 5.288e-04, eta: 4:43:41, time: 0.661, data_time: 0.027, memory: 27319, loss_cls: 0.2473, loss_bbox: 0.7095, loss_obj: 0.1941, loss: 1.1509 2023-02-26 09:00:26,131 - mmdet - INFO - Epoch [276][250/1111] lr: 5.285e-04, eta: 4:43:10, time: 0.640, data_time: 0.026, memory: 27319, loss_cls: 0.2498, loss_bbox: 0.7216, loss_obj: 0.1872, loss: 1.1586 2023-02-26 09:00:54,928 - mmdet - INFO - Epoch [276][300/1111] lr: 5.283e-04, eta: 4:42:39, time: 0.576, data_time: 0.030, memory: 27319, loss_cls: 0.2582, loss_bbox: 0.7596, loss_obj: 0.2008, loss: 1.2186 2023-02-26 09:01:25,496 - mmdet - INFO - Epoch [276][350/1111] lr: 5.280e-04, eta: 4:42:08, time: 0.611, data_time: 0.032, memory: 27319, loss_cls: 0.2509, loss_bbox: 0.7236, loss_obj: 0.1936, loss: 1.1681 2023-02-26 09:01:54,181 - mmdet - INFO - Epoch [276][400/1111] lr: 5.278e-04, eta: 4:41:37, time: 0.574, data_time: 0.030, memory: 27319, loss_cls: 0.2526, loss_bbox: 0.7313, loss_obj: 0.1932, loss: 1.1772 2023-02-26 09:02:23,743 - mmdet - INFO - Epoch [276][450/1111] lr: 5.275e-04, eta: 4:41:06, time: 0.591, data_time: 0.034, memory: 27319, loss_cls: 0.2563, loss_bbox: 0.7486, loss_obj: 0.2027, loss: 1.2077 2023-02-26 09:02:54,081 - mmdet - INFO - Epoch [276][500/1111] lr: 5.272e-04, eta: 4:40:35, time: 0.607, data_time: 0.032, memory: 27319, loss_cls: 0.2508, loss_bbox: 0.7229, loss_obj: 0.1909, loss: 1.1646 2023-02-26 09:03:21,947 - mmdet - INFO - Epoch [276][550/1111] lr: 5.270e-04, eta: 4:40:04, time: 0.557, data_time: 0.029, memory: 27319, loss_cls: 0.2588, loss_bbox: 0.7577, loss_obj: 0.2089, loss: 1.2255 2023-02-26 09:03:52,651 - mmdet - INFO - Epoch [276][600/1111] lr: 5.267e-04, eta: 4:39:33, time: 0.614, data_time: 0.036, memory: 27319, loss_cls: 0.2580, loss_bbox: 0.7567, loss_obj: 0.2022, loss: 1.2169 2023-02-26 09:04:24,363 - mmdet - INFO - Epoch [276][650/1111] lr: 5.265e-04, eta: 4:39:03, time: 0.634, data_time: 0.027, memory: 27319, loss_cls: 0.2485, loss_bbox: 0.7176, loss_obj: 0.1935, loss: 1.1597 2023-02-26 09:04:55,629 - mmdet - INFO - Epoch [276][700/1111] lr: 5.262e-04, eta: 4:38:32, time: 0.625, data_time: 0.028, memory: 27319, loss_cls: 0.2469, loss_bbox: 0.7112, loss_obj: 0.1899, loss: 1.1479 2023-02-26 09:05:27,443 - mmdet - INFO - Epoch [276][750/1111] lr: 5.260e-04, eta: 4:38:01, time: 0.636, data_time: 0.028, memory: 27319, loss_cls: 0.2458, loss_bbox: 0.7008, loss_obj: 0.1809, loss: 1.1274 2023-02-26 09:05:55,566 - mmdet - INFO - Epoch [276][800/1111] lr: 5.257e-04, eta: 4:37:30, time: 0.562, data_time: 0.033, memory: 27319, loss_cls: 0.2550, loss_bbox: 0.7426, loss_obj: 0.1907, loss: 1.1884 2023-02-26 09:06:27,025 - mmdet - INFO - Epoch [276][850/1111] lr: 5.255e-04, eta: 4:36:59, time: 0.629, data_time: 0.027, memory: 27319, loss_cls: 0.2532, loss_bbox: 0.7364, loss_obj: 0.1877, loss: 1.1773 2023-02-26 09:06:55,194 - mmdet - INFO - Epoch [276][900/1111] lr: 5.252e-04, eta: 4:36:28, time: 0.563, data_time: 0.029, memory: 27319, loss_cls: 0.2511, loss_bbox: 0.7251, loss_obj: 0.1930, loss: 1.1692 2023-02-26 09:07:22,694 - mmdet - INFO - Epoch [276][950/1111] lr: 5.250e-04, eta: 4:35:57, time: 0.550, data_time: 0.037, memory: 27319, loss_cls: 0.2702, loss_bbox: 0.8034, loss_obj: 0.2221, loss: 1.2957 2023-02-26 09:07:53,362 - mmdet - INFO - Epoch [276][1000/1111] lr: 5.247e-04, eta: 4:35:26, time: 0.613, data_time: 0.026, memory: 27319, loss_cls: 0.2553, loss_bbox: 0.7451, loss_obj: 0.2025, loss: 1.2028 2023-02-26 09:08:23,403 - mmdet - INFO - Epoch [276][1050/1111] lr: 5.245e-04, eta: 4:34:55, time: 0.601, data_time: 0.030, memory: 27319, loss_cls: 0.2521, loss_bbox: 0.7318, loss_obj: 0.1996, loss: 1.1835 2023-02-26 09:08:52,960 - mmdet - INFO - Epoch [276][1100/1111] lr: 5.243e-04, eta: 4:34:24, time: 0.591, data_time: 0.026, memory: 27319, loss_cls: 0.2544, loss_bbox: 0.7394, loss_obj: 0.1965, loss: 1.1903 2023-02-26 09:09:43,123 - mmdet - INFO - Epoch [277][50/1111] lr: 5.240e-04, eta: 4:33:47, time: 0.912, data_time: 0.286, memory: 27319, loss_cls: 0.2628, loss_bbox: 0.7734, loss_obj: 0.2175, loss: 1.2536 2023-02-26 09:10:12,926 - mmdet - INFO - Epoch [277][100/1111] lr: 5.237e-04, eta: 4:33:16, time: 0.596, data_time: 0.030, memory: 27319, loss_cls: 0.2549, loss_bbox: 0.7391, loss_obj: 0.1953, loss: 1.1894 2023-02-26 09:10:45,359 - mmdet - INFO - Epoch [277][150/1111] lr: 5.235e-04, eta: 4:32:45, time: 0.649, data_time: 0.024, memory: 27319, loss_cls: 0.2543, loss_bbox: 0.7364, loss_obj: 0.1894, loss: 1.1801 2023-02-26 09:11:13,488 - mmdet - INFO - Epoch [277][200/1111] lr: 5.232e-04, eta: 4:32:14, time: 0.563, data_time: 0.035, memory: 27319, loss_cls: 0.2566, loss_bbox: 0.7508, loss_obj: 0.2050, loss: 1.2124 2023-02-26 09:11:41,611 - mmdet - INFO - Epoch [277][250/1111] lr: 5.230e-04, eta: 4:31:43, time: 0.562, data_time: 0.029, memory: 27319, loss_cls: 0.2546, loss_bbox: 0.7431, loss_obj: 0.1951, loss: 1.1928 2023-02-26 09:12:11,873 - mmdet - INFO - Epoch [277][300/1111] lr: 5.228e-04, eta: 4:31:12, time: 0.605, data_time: 0.028, memory: 27319, loss_cls: 0.2499, loss_bbox: 0.7207, loss_obj: 0.1848, loss: 1.1554 2023-02-26 09:12:45,202 - mmdet - INFO - Epoch [277][350/1111] lr: 5.225e-04, eta: 4:30:42, time: 0.667, data_time: 0.030, memory: 27319, loss_cls: 0.2554, loss_bbox: 0.7440, loss_obj: 0.1955, loss: 1.1949 2023-02-26 09:13:14,949 - mmdet - INFO - Epoch [277][400/1111] lr: 5.223e-04, eta: 4:30:11, time: 0.595, data_time: 0.028, memory: 27319, loss_cls: 0.2483, loss_bbox: 0.7138, loss_obj: 0.1811, loss: 1.1432 2023-02-26 09:13:47,798 - mmdet - INFO - Epoch [277][450/1111] lr: 5.221e-04, eta: 4:29:40, time: 0.657, data_time: 0.026, memory: 27319, loss_cls: 0.2441, loss_bbox: 0.6980, loss_obj: 0.1840, loss: 1.1261 2023-02-26 09:14:17,319 - mmdet - INFO - Epoch [277][500/1111] lr: 5.218e-04, eta: 4:29:09, time: 0.590, data_time: 0.028, memory: 27319, loss_cls: 0.2499, loss_bbox: 0.7196, loss_obj: 0.1880, loss: 1.1575 2023-02-26 09:14:48,753 - mmdet - INFO - Epoch [277][550/1111] lr: 5.216e-04, eta: 4:28:38, time: 0.629, data_time: 0.024, memory: 27319, loss_cls: 0.2473, loss_bbox: 0.7116, loss_obj: 0.1925, loss: 1.1515 2023-02-26 09:15:17,772 - mmdet - INFO - Epoch [277][600/1111] lr: 5.214e-04, eta: 4:28:07, time: 0.580, data_time: 0.032, memory: 27319, loss_cls: 0.2578, loss_bbox: 0.7578, loss_obj: 0.2047, loss: 1.2204 2023-02-26 09:15:49,143 - mmdet - INFO - Epoch [277][650/1111] lr: 5.212e-04, eta: 4:27:36, time: 0.627, data_time: 0.029, memory: 27319, loss_cls: 0.2517, loss_bbox: 0.7301, loss_obj: 0.1908, loss: 1.1726 2023-02-26 09:16:19,821 - mmdet - INFO - Epoch [277][700/1111] lr: 5.209e-04, eta: 4:27:05, time: 0.614, data_time: 0.028, memory: 27319, loss_cls: 0.2568, loss_bbox: 0.7504, loss_obj: 0.1979, loss: 1.2051 2023-02-26 09:16:49,305 - mmdet - INFO - Epoch [277][750/1111] lr: 5.207e-04, eta: 4:26:34, time: 0.590, data_time: 0.028, memory: 27319, loss_cls: 0.2464, loss_bbox: 0.7073, loss_obj: 0.1917, loss: 1.1454 2023-02-26 09:17:18,892 - mmdet - INFO - Epoch [277][800/1111] lr: 5.205e-04, eta: 4:26:03, time: 0.592, data_time: 0.029, memory: 27319, loss_cls: 0.2543, loss_bbox: 0.7396, loss_obj: 0.1938, loss: 1.1877 2023-02-26 09:17:48,448 - mmdet - INFO - Epoch [277][850/1111] lr: 5.203e-04, eta: 4:25:33, time: 0.591, data_time: 0.028, memory: 27319, loss_cls: 0.2477, loss_bbox: 0.7119, loss_obj: 0.1865, loss: 1.1461 2023-02-26 09:18:16,287 - mmdet - INFO - Epoch [277][900/1111] lr: 5.200e-04, eta: 4:25:01, time: 0.557, data_time: 0.032, memory: 27319, loss_cls: 0.2596, loss_bbox: 0.7624, loss_obj: 0.2010, loss: 1.2229 2023-02-26 09:18:45,403 - mmdet - INFO - Epoch [277][950/1111] lr: 5.198e-04, eta: 4:24:30, time: 0.582, data_time: 0.030, memory: 27319, loss_cls: 0.2512, loss_bbox: 0.7288, loss_obj: 0.1947, loss: 1.1747 2023-02-26 09:19:17,167 - mmdet - INFO - Epoch [277][1000/1111] lr: 5.196e-04, eta: 4:24:00, time: 0.635, data_time: 0.029, memory: 27319, loss_cls: 0.2510, loss_bbox: 0.7233, loss_obj: 0.1865, loss: 1.1608 2023-02-26 09:19:44,942 - mmdet - INFO - Epoch [277][1050/1111] lr: 5.194e-04, eta: 4:23:28, time: 0.556, data_time: 0.032, memory: 27319, loss_cls: 0.2584, loss_bbox: 0.7599, loss_obj: 0.2007, loss: 1.2190 2023-02-26 09:20:16,190 - mmdet - INFO - Epoch [277][1100/1111] lr: 5.192e-04, eta: 4:22:58, time: 0.625, data_time: 0.028, memory: 27319, loss_cls: 0.2504, loss_bbox: 0.7220, loss_obj: 0.1978, loss: 1.1702 2023-02-26 09:21:08,128 - mmdet - INFO - Epoch [278][50/1111] lr: 5.189e-04, eta: 4:22:21, time: 0.929, data_time: 0.270, memory: 27319, loss_cls: 0.2555, loss_bbox: 0.7454, loss_obj: 0.2017, loss: 1.2027 2023-02-26 09:21:38,757 - mmdet - INFO - Epoch [278][100/1111] lr: 5.187e-04, eta: 4:21:50, time: 0.613, data_time: 0.026, memory: 27319, loss_cls: 0.2478, loss_bbox: 0.7111, loss_obj: 0.1952, loss: 1.1541 2023-02-26 09:22:08,312 - mmdet - INFO - Epoch [278][150/1111] lr: 5.185e-04, eta: 4:21:19, time: 0.591, data_time: 0.031, memory: 27319, loss_cls: 0.2557, loss_bbox: 0.7461, loss_obj: 0.1987, loss: 1.2005 2023-02-26 09:22:38,079 - mmdet - INFO - Epoch [278][200/1111] lr: 5.183e-04, eta: 4:20:48, time: 0.595, data_time: 0.027, memory: 27319, loss_cls: 0.2501, loss_bbox: 0.7219, loss_obj: 0.1895, loss: 1.1615 2023-02-26 09:23:09,015 - mmdet - INFO - Epoch [278][250/1111] lr: 5.181e-04, eta: 4:20:17, time: 0.619, data_time: 0.027, memory: 27319, loss_cls: 0.2526, loss_bbox: 0.7297, loss_obj: 0.1929, loss: 1.1752 2023-02-26 09:23:43,846 - mmdet - INFO - Epoch [278][300/1111] lr: 5.179e-04, eta: 4:19:47, time: 0.697, data_time: 0.027, memory: 27319, loss_cls: 0.2453, loss_bbox: 0.6984, loss_obj: 0.1791, loss: 1.1227 2023-02-26 09:24:11,245 - mmdet - INFO - Epoch [278][350/1111] lr: 5.176e-04, eta: 4:19:15, time: 0.548, data_time: 0.031, memory: 27319, loss_cls: 0.2605, loss_bbox: 0.7657, loss_obj: 0.2085, loss: 1.2348 2023-02-26 09:24:39,639 - mmdet - INFO - Epoch [278][400/1111] lr: 5.174e-04, eta: 4:18:44, time: 0.568, data_time: 0.032, memory: 27319, loss_cls: 0.2582, loss_bbox: 0.7529, loss_obj: 0.1943, loss: 1.2055 2023-02-26 09:25:05,798 - mmdet - INFO - Epoch [278][450/1111] lr: 5.172e-04, eta: 4:18:13, time: 0.523, data_time: 0.035, memory: 27319, loss_cls: 0.2599, loss_bbox: 0.7643, loss_obj: 0.2063, loss: 1.2304 2023-02-26 09:25:33,365 - mmdet - INFO - Epoch [278][500/1111] lr: 5.170e-04, eta: 4:17:42, time: 0.551, data_time: 0.030, memory: 27319, loss_cls: 0.2576, loss_bbox: 0.7522, loss_obj: 0.1938, loss: 1.2036 2023-02-26 09:25:59,416 - mmdet - INFO - Epoch [278][550/1111] lr: 5.168e-04, eta: 4:17:11, time: 0.521, data_time: 0.042, memory: 27319, loss_cls: 0.2673, loss_bbox: 0.7979, loss_obj: 0.2079, loss: 1.2731 2023-02-26 09:26:31,838 - mmdet - INFO - Epoch [278][600/1111] lr: 5.166e-04, eta: 4:16:40, time: 0.648, data_time: 0.031, memory: 27319, loss_cls: 0.2477, loss_bbox: 0.7135, loss_obj: 0.1934, loss: 1.1546 2023-02-26 09:27:00,666 - mmdet - INFO - Epoch [278][650/1111] lr: 5.164e-04, eta: 4:16:09, time: 0.577, data_time: 0.034, memory: 27319, loss_cls: 0.2599, loss_bbox: 0.7633, loss_obj: 0.2006, loss: 1.2238 2023-02-26 09:27:30,537 - mmdet - INFO - Epoch [278][700/1111] lr: 5.162e-04, eta: 4:15:38, time: 0.597, data_time: 0.022, memory: 27319, loss_cls: 0.2549, loss_bbox: 0.7421, loss_obj: 0.1952, loss: 1.1923 2023-02-26 09:27:59,287 - mmdet - INFO - Epoch [278][750/1111] lr: 5.160e-04, eta: 4:15:07, time: 0.575, data_time: 0.039, memory: 27319, loss_cls: 0.2626, loss_bbox: 0.7773, loss_obj: 0.2070, loss: 1.2469 2023-02-26 09:28:28,112 - mmdet - INFO - Epoch [278][800/1111] lr: 5.158e-04, eta: 4:14:36, time: 0.577, data_time: 0.031, memory: 27319, loss_cls: 0.2571, loss_bbox: 0.7549, loss_obj: 0.2088, loss: 1.2208 2023-02-26 09:28:58,373 - mmdet - INFO - Epoch [278][850/1111] lr: 5.156e-04, eta: 4:14:05, time: 0.605, data_time: 0.028, memory: 27319, loss_cls: 0.2505, loss_bbox: 0.7215, loss_obj: 0.1927, loss: 1.1648 2023-02-26 09:29:29,627 - mmdet - INFO - Epoch [278][900/1111] lr: 5.154e-04, eta: 4:13:34, time: 0.625, data_time: 0.027, memory: 27319, loss_cls: 0.2540, loss_bbox: 0.7370, loss_obj: 0.1978, loss: 1.1888 2023-02-26 09:30:02,615 - mmdet - INFO - Epoch [278][950/1111] lr: 5.153e-04, eta: 4:13:04, time: 0.660, data_time: 0.025, memory: 27319, loss_cls: 0.2485, loss_bbox: 0.7145, loss_obj: 0.1937, loss: 1.1568 2023-02-26 09:30:33,167 - mmdet - INFO - Epoch [278][1000/1111] lr: 5.151e-04, eta: 4:12:33, time: 0.611, data_time: 0.028, memory: 27319, loss_cls: 0.2478, loss_bbox: 0.7131, loss_obj: 0.1900, loss: 1.1509 2023-02-26 09:31:00,915 - mmdet - INFO - Epoch [278][1050/1111] lr: 5.149e-04, eta: 4:12:02, time: 0.555, data_time: 0.038, memory: 27319, loss_cls: 0.2614, loss_bbox: 0.7672, loss_obj: 0.2021, loss: 1.2307 2023-02-26 09:31:30,228 - mmdet - INFO - Epoch [278][1100/1111] lr: 5.147e-04, eta: 4:11:31, time: 0.586, data_time: 0.026, memory: 27319, loss_cls: 0.2583, loss_bbox: 0.7549, loss_obj: 0.2070, loss: 1.2202 2023-02-26 09:32:24,651 - mmdet - INFO - Epoch [279][50/1111] lr: 5.145e-04, eta: 4:10:54, time: 0.967, data_time: 0.266, memory: 27319, loss_cls: 0.2558, loss_bbox: 0.7448, loss_obj: 0.2019, loss: 1.2025 2023-02-26 09:32:58,424 - mmdet - INFO - Epoch [279][100/1111] lr: 5.143e-04, eta: 4:10:23, time: 0.675, data_time: 0.026, memory: 27319, loss_cls: 0.2489, loss_bbox: 0.7132, loss_obj: 0.1921, loss: 1.1542 2023-02-26 09:33:28,111 - mmdet - INFO - Epoch [279][150/1111] lr: 5.141e-04, eta: 4:09:52, time: 0.594, data_time: 0.027, memory: 27319, loss_cls: 0.2582, loss_bbox: 0.7577, loss_obj: 0.2131, loss: 1.2290 2023-02-26 09:34:02,133 - mmdet - INFO - Epoch [279][200/1111] lr: 5.139e-04, eta: 4:09:22, time: 0.680, data_time: 0.024, memory: 27319, loss_cls: 0.2483, loss_bbox: 0.7104, loss_obj: 0.1952, loss: 1.1538 2023-02-26 09:34:35,020 - mmdet - INFO - Epoch [279][250/1111] lr: 5.137e-04, eta: 4:08:51, time: 0.658, data_time: 0.026, memory: 27319, loss_cls: 0.2490, loss_bbox: 0.7141, loss_obj: 0.1880, loss: 1.1512 2023-02-26 09:35:02,108 - mmdet - INFO - Epoch [279][300/1111] lr: 5.135e-04, eta: 4:08:20, time: 0.541, data_time: 0.030, memory: 27319, loss_cls: 0.2605, loss_bbox: 0.7645, loss_obj: 0.2058, loss: 1.2308 2023-02-26 09:35:32,215 - mmdet - INFO - Epoch [279][350/1111] lr: 5.134e-04, eta: 4:07:49, time: 0.603, data_time: 0.029, memory: 27319, loss_cls: 0.2529, loss_bbox: 0.7344, loss_obj: 0.2016, loss: 1.1889 2023-02-26 09:36:02,121 - mmdet - INFO - Epoch [279][400/1111] lr: 5.132e-04, eta: 4:07:18, time: 0.598, data_time: 0.031, memory: 27319, loss_cls: 0.2465, loss_bbox: 0.7031, loss_obj: 0.1871, loss: 1.1367 2023-02-26 09:36:31,801 - mmdet - INFO - Epoch [279][450/1111] lr: 5.130e-04, eta: 4:06:47, time: 0.593, data_time: 0.028, memory: 27319, loss_cls: 0.2501, loss_bbox: 0.7212, loss_obj: 0.1934, loss: 1.1647 2023-02-26 09:36:59,882 - mmdet - INFO - Epoch [279][500/1111] lr: 5.128e-04, eta: 4:06:16, time: 0.562, data_time: 0.031, memory: 27319, loss_cls: 0.2607, loss_bbox: 0.7664, loss_obj: 0.2066, loss: 1.2337 2023-02-26 09:37:27,714 - mmdet - INFO - Epoch [279][550/1111] lr: 5.126e-04, eta: 4:05:45, time: 0.557, data_time: 0.033, memory: 27319, loss_cls: 0.2577, loss_bbox: 0.7563, loss_obj: 0.2114, loss: 1.2254 2023-02-26 09:37:58,905 - mmdet - INFO - Epoch [279][600/1111] lr: 5.125e-04, eta: 4:05:14, time: 0.624, data_time: 0.026, memory: 27319, loss_cls: 0.2514, loss_bbox: 0.7254, loss_obj: 0.1819, loss: 1.1587 2023-02-26 09:38:31,245 - mmdet - INFO - Epoch [279][650/1111] lr: 5.123e-04, eta: 4:04:43, time: 0.647, data_time: 0.023, memory: 27319, loss_cls: 0.2497, loss_bbox: 0.7180, loss_obj: 0.1941, loss: 1.1617 2023-02-26 09:39:05,365 - mmdet - INFO - Epoch [279][700/1111] lr: 5.121e-04, eta: 4:04:13, time: 0.682, data_time: 0.030, memory: 27319, loss_cls: 0.2524, loss_bbox: 0.7320, loss_obj: 0.2014, loss: 1.1858 2023-02-26 09:39:42,203 - mmdet - INFO - Epoch [279][750/1111] lr: 5.120e-04, eta: 4:03:42, time: 0.736, data_time: 0.025, memory: 27319, loss_cls: 0.2505, loss_bbox: 0.7221, loss_obj: 0.1956, loss: 1.1682 2023-02-26 09:40:14,219 - mmdet - INFO - Epoch [279][800/1111] lr: 5.118e-04, eta: 4:03:11, time: 0.641, data_time: 0.031, memory: 27319, loss_cls: 0.2497, loss_bbox: 0.7229, loss_obj: 0.1898, loss: 1.1624 2023-02-26 09:40:40,511 - mmdet - INFO - Epoch [279][850/1111] lr: 5.116e-04, eta: 4:02:40, time: 0.526, data_time: 0.033, memory: 27319, loss_cls: 0.2658, loss_bbox: 0.7927, loss_obj: 0.2161, loss: 1.2747 2023-02-26 09:41:08,068 - mmdet - INFO - Epoch [279][900/1111] lr: 5.115e-04, eta: 4:02:09, time: 0.551, data_time: 0.034, memory: 27319, loss_cls: 0.2611, loss_bbox: 0.7715, loss_obj: 0.2020, loss: 1.2346 2023-02-26 09:41:36,542 - mmdet - INFO - Epoch [279][950/1111] lr: 5.113e-04, eta: 4:01:38, time: 0.569, data_time: 0.031, memory: 27319, loss_cls: 0.2513, loss_bbox: 0.7267, loss_obj: 0.1922, loss: 1.1701 2023-02-26 09:42:07,979 - mmdet - INFO - Epoch [279][1000/1111] lr: 5.111e-04, eta: 4:01:07, time: 0.628, data_time: 0.033, memory: 27319, loss_cls: 0.2476, loss_bbox: 0.7091, loss_obj: 0.1834, loss: 1.1401 2023-02-26 09:42:39,077 - mmdet - INFO - Epoch [279][1050/1111] lr: 5.110e-04, eta: 4:00:36, time: 0.622, data_time: 0.025, memory: 27319, loss_cls: 0.2508, loss_bbox: 0.7224, loss_obj: 0.1921, loss: 1.1652 2023-02-26 09:43:09,556 - mmdet - INFO - Epoch [279][1100/1111] lr: 5.108e-04, eta: 4:00:06, time: 0.610, data_time: 0.036, memory: 27319, loss_cls: 0.2521, loss_bbox: 0.7286, loss_obj: 0.1910, loss: 1.1717 2023-02-26 09:44:04,165 - mmdet - INFO - Epoch [280][50/1111] lr: 5.106e-04, eta: 3:59:29, time: 0.979, data_time: 0.269, memory: 27319, loss_cls: 0.2500, loss_bbox: 0.7189, loss_obj: 0.1966, loss: 1.1655 2023-02-26 09:44:34,490 - mmdet - INFO - Epoch [280][100/1111] lr: 5.104e-04, eta: 3:58:58, time: 0.607, data_time: 0.027, memory: 27319, loss_cls: 0.2537, loss_bbox: 0.7376, loss_obj: 0.2002, loss: 1.1915 2023-02-26 09:45:03,367 - mmdet - INFO - Epoch [280][150/1111] lr: 5.103e-04, eta: 3:58:27, time: 0.577, data_time: 0.028, memory: 27319, loss_cls: 0.2502, loss_bbox: 0.7220, loss_obj: 0.1909, loss: 1.1631 2023-02-26 09:45:36,041 - mmdet - INFO - Epoch [280][200/1111] lr: 5.101e-04, eta: 3:57:56, time: 0.653, data_time: 0.025, memory: 27319, loss_cls: 0.2460, loss_bbox: 0.7021, loss_obj: 0.1906, loss: 1.1386 2023-02-26 09:46:06,455 - mmdet - INFO - Epoch [280][250/1111] lr: 5.100e-04, eta: 3:57:25, time: 0.608, data_time: 0.029, memory: 27319, loss_cls: 0.2547, loss_bbox: 0.7394, loss_obj: 0.2017, loss: 1.1958 2023-02-26 09:46:35,894 - mmdet - INFO - Epoch [280][300/1111] lr: 5.098e-04, eta: 3:56:54, time: 0.589, data_time: 0.030, memory: 27319, loss_cls: 0.2522, loss_bbox: 0.7296, loss_obj: 0.1932, loss: 1.1750 2023-02-26 09:47:04,941 - mmdet - INFO - Epoch [280][350/1111] lr: 5.097e-04, eta: 3:56:23, time: 0.580, data_time: 0.028, memory: 27319, loss_cls: 0.2596, loss_bbox: 0.7590, loss_obj: 0.1972, loss: 1.2158 2023-02-26 09:47:33,264 - mmdet - INFO - Epoch [280][400/1111] lr: 5.095e-04, eta: 3:55:52, time: 0.567, data_time: 0.035, memory: 27319, loss_cls: 0.2607, loss_bbox: 0.7634, loss_obj: 0.2080, loss: 1.2321 2023-02-26 09:48:04,469 - mmdet - INFO - Epoch [280][450/1111] lr: 5.094e-04, eta: 3:55:21, time: 0.624, data_time: 0.030, memory: 27319, loss_cls: 0.2544, loss_bbox: 0.7389, loss_obj: 0.1934, loss: 1.1866 2023-02-26 09:48:33,613 - mmdet - INFO - Epoch [280][500/1111] lr: 5.092e-04, eta: 3:54:50, time: 0.583, data_time: 0.028, memory: 27319, loss_cls: 0.2568, loss_bbox: 0.7487, loss_obj: 0.2027, loss: 1.2082 2023-02-26 09:49:03,679 - mmdet - INFO - Epoch [280][550/1111] lr: 5.091e-04, eta: 3:54:19, time: 0.601, data_time: 0.028, memory: 27319, loss_cls: 0.2475, loss_bbox: 0.7086, loss_obj: 0.1871, loss: 1.1432 2023-02-26 09:49:34,334 - mmdet - INFO - Epoch [280][600/1111] lr: 5.089e-04, eta: 3:53:49, time: 0.613, data_time: 0.031, memory: 27319, loss_cls: 0.2492, loss_bbox: 0.7195, loss_obj: 0.1866, loss: 1.1553 2023-02-26 09:50:05,419 - mmdet - INFO - Epoch [280][650/1111] lr: 5.088e-04, eta: 3:53:18, time: 0.621, data_time: 0.027, memory: 27319, loss_cls: 0.2513, loss_bbox: 0.7282, loss_obj: 0.1920, loss: 1.1715 2023-02-26 09:50:33,067 - mmdet - INFO - Epoch [280][700/1111] lr: 5.086e-04, eta: 3:52:47, time: 0.553, data_time: 0.035, memory: 27319, loss_cls: 0.2543, loss_bbox: 0.7391, loss_obj: 0.1972, loss: 1.1906 2023-02-26 09:51:04,820 - mmdet - INFO - Epoch [280][750/1111] lr: 5.085e-04, eta: 3:52:16, time: 0.635, data_time: 0.028, memory: 27319, loss_cls: 0.2442, loss_bbox: 0.6971, loss_obj: 0.1859, loss: 1.1272 2023-02-26 09:51:37,645 - mmdet - INFO - Epoch [280][800/1111] lr: 5.083e-04, eta: 3:51:45, time: 0.656, data_time: 0.027, memory: 27319, loss_cls: 0.2465, loss_bbox: 0.7031, loss_obj: 0.1817, loss: 1.1314 2023-02-26 09:52:03,749 - mmdet - INFO - Epoch [280][850/1111] lr: 5.082e-04, eta: 3:51:14, time: 0.522, data_time: 0.035, memory: 27319, loss_cls: 0.2624, loss_bbox: 0.7718, loss_obj: 0.2060, loss: 1.2401 2023-02-26 09:52:31,133 - mmdet - INFO - Epoch [280][900/1111] lr: 5.081e-04, eta: 3:50:43, time: 0.548, data_time: 0.036, memory: 27319, loss_cls: 0.2561, loss_bbox: 0.7477, loss_obj: 0.1978, loss: 1.2015 2023-02-26 09:53:02,571 - mmdet - INFO - Epoch [280][950/1111] lr: 5.079e-04, eta: 3:50:12, time: 0.629, data_time: 0.033, memory: 27319, loss_cls: 0.2514, loss_bbox: 0.7258, loss_obj: 0.1870, loss: 1.1642 2023-02-26 09:53:35,020 - mmdet - INFO - Epoch [280][1000/1111] lr: 5.078e-04, eta: 3:49:41, time: 0.649, data_time: 0.025, memory: 27319, loss_cls: 0.2480, loss_bbox: 0.7141, loss_obj: 0.1934, loss: 1.1554 2023-02-26 09:54:07,817 - mmdet - INFO - Epoch [280][1050/1111] lr: 5.076e-04, eta: 3:49:11, time: 0.656, data_time: 0.027, memory: 27319, loss_cls: 0.2518, loss_bbox: 0.7266, loss_obj: 0.1922, loss: 1.1706 2023-02-26 09:54:37,828 - mmdet - INFO - Epoch [280][1100/1111] lr: 5.075e-04, eta: 3:48:40, time: 0.600, data_time: 0.024, memory: 27319, loss_cls: 0.2505, loss_bbox: 0.7228, loss_obj: 0.1958, loss: 1.1691 2023-02-26 09:54:46,551 - mmdet - INFO - Saving checkpoint at 280 epochs 2023-02-26 09:57:29,377 - mmdet - INFO - Evaluating bbox... 2023-02-26 09:57:45,084 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.888 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.970 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.931 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.080 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.775 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.938 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.906 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.906 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.906 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.248 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.829 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.951 2023-02-26 09:57:45,188 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 09:57:45,188 - mmdet - INFO - Epoch(val) [280][4200] bbox_mAP: 0.8878, bbox_mAP_50: 0.9698, bbox_mAP_75: 0.9311, bbox_mAP_s: 0.0803, bbox_mAP_m: 0.7746, bbox_mAP_l: 0.9379, bbox_mAP_copypaste: 0.8878 0.9698 0.9311 0.0803 0.7746 0.9379 2023-02-26 09:58:27,801 - mmdet - INFO - Epoch [281][50/1111] lr: 5.073e-04, eta: 3:48:02, time: 0.851, data_time: 0.170, memory: 27319, loss_cls: 0.2501, loss_bbox: 0.7221, loss_obj: 0.1878, loss: 1.1601 2023-02-26 09:59:03,659 - mmdet - INFO - Epoch [281][100/1111] lr: 5.072e-04, eta: 3:47:32, time: 0.717, data_time: 0.024, memory: 27319, loss_cls: 0.2432, loss_bbox: 0.6909, loss_obj: 0.1836, loss: 1.1177 2023-02-26 09:59:29,349 - mmdet - INFO - Epoch [281][150/1111] lr: 5.071e-04, eta: 3:47:01, time: 0.514, data_time: 0.034, memory: 27319, loss_cls: 0.2687, loss_bbox: 0.8062, loss_obj: 0.2144, loss: 1.2893 2023-02-26 10:00:01,432 - mmdet - INFO - Epoch [281][200/1111] lr: 5.069e-04, eta: 3:46:30, time: 0.642, data_time: 0.028, memory: 27319, loss_cls: 0.2515, loss_bbox: 0.7251, loss_obj: 0.1889, loss: 1.1655 2023-02-26 10:00:31,113 - mmdet - INFO - Epoch [281][250/1111] lr: 5.068e-04, eta: 3:45:59, time: 0.594, data_time: 0.030, memory: 27319, loss_cls: 0.2542, loss_bbox: 0.7384, loss_obj: 0.1969, loss: 1.1895 2023-02-26 10:01:02,822 - mmdet - INFO - Epoch [281][300/1111] lr: 5.067e-04, eta: 3:45:28, time: 0.634, data_time: 0.028, memory: 27319, loss_cls: 0.2518, loss_bbox: 0.7293, loss_obj: 0.1973, loss: 1.1784 2023-02-26 10:01:34,671 - mmdet - INFO - Epoch [281][350/1111] lr: 5.066e-04, eta: 3:44:57, time: 0.637, data_time: 0.030, memory: 27319, loss_cls: 0.2525, loss_bbox: 0.7298, loss_obj: 0.1911, loss: 1.1735 2023-02-26 10:02:08,648 - mmdet - INFO - Epoch [281][400/1111] lr: 5.064e-04, eta: 3:44:27, time: 0.680, data_time: 0.027, memory: 27319, loss_cls: 0.2456, loss_bbox: 0.6998, loss_obj: 0.1858, loss: 1.1311 2023-02-26 10:02:35,113 - mmdet - INFO - Epoch [281][450/1111] lr: 5.063e-04, eta: 3:43:55, time: 0.529, data_time: 0.037, memory: 27319, loss_cls: 0.2589, loss_bbox: 0.7572, loss_obj: 0.2053, loss: 1.2214 2023-02-26 10:03:04,900 - mmdet - INFO - Epoch [281][500/1111] lr: 5.062e-04, eta: 3:43:25, time: 0.595, data_time: 0.031, memory: 27319, loss_cls: 0.2538, loss_bbox: 0.7369, loss_obj: 0.1988, loss: 1.1895 2023-02-26 10:03:35,083 - mmdet - INFO - Epoch [281][550/1111] lr: 5.061e-04, eta: 3:42:54, time: 0.604, data_time: 0.033, memory: 27319, loss_cls: 0.2508, loss_bbox: 0.7230, loss_obj: 0.1870, loss: 1.1608 2023-02-26 10:04:05,403 - mmdet - INFO - Epoch [281][600/1111] lr: 5.059e-04, eta: 3:42:23, time: 0.606, data_time: 0.031, memory: 27319, loss_cls: 0.2552, loss_bbox: 0.7420, loss_obj: 0.1987, loss: 1.1959 2023-02-26 10:04:37,337 - mmdet - INFO - Epoch [281][650/1111] lr: 5.058e-04, eta: 3:41:52, time: 0.639, data_time: 0.035, memory: 27319, loss_cls: 0.2510, loss_bbox: 0.7244, loss_obj: 0.1929, loss: 1.1683 2023-02-26 10:05:06,987 - mmdet - INFO - Epoch [281][700/1111] lr: 5.057e-04, eta: 3:41:21, time: 0.593, data_time: 0.034, memory: 27319, loss_cls: 0.2500, loss_bbox: 0.7236, loss_obj: 0.1856, loss: 1.1592 2023-02-26 10:05:36,189 - mmdet - INFO - Epoch [281][750/1111] lr: 5.056e-04, eta: 3:40:50, time: 0.584, data_time: 0.037, memory: 27319, loss_cls: 0.2569, loss_bbox: 0.7503, loss_obj: 0.2048, loss: 1.2120 2023-02-26 10:06:05,217 - mmdet - INFO - Epoch [281][800/1111] lr: 5.055e-04, eta: 3:40:19, time: 0.580, data_time: 0.027, memory: 27319, loss_cls: 0.2549, loss_bbox: 0.7424, loss_obj: 0.1957, loss: 1.1930 2023-02-26 10:06:37,808 - mmdet - INFO - Epoch [281][850/1111] lr: 5.054e-04, eta: 3:39:48, time: 0.652, data_time: 0.030, memory: 27319, loss_cls: 0.2514, loss_bbox: 0.7288, loss_obj: 0.1928, loss: 1.1730 2023-02-26 10:07:07,063 - mmdet - INFO - Epoch [281][900/1111] lr: 5.052e-04, eta: 3:39:17, time: 0.585, data_time: 0.033, memory: 27319, loss_cls: 0.2551, loss_bbox: 0.7420, loss_obj: 0.2046, loss: 1.2017 2023-02-26 10:07:38,031 - mmdet - INFO - Epoch [281][950/1111] lr: 5.051e-04, eta: 3:38:46, time: 0.619, data_time: 0.031, memory: 27319, loss_cls: 0.2480, loss_bbox: 0.7128, loss_obj: 0.1916, loss: 1.1524 2023-02-26 10:08:11,534 - mmdet - INFO - Epoch [281][1000/1111] lr: 5.050e-04, eta: 3:38:16, time: 0.670, data_time: 0.025, memory: 27319, loss_cls: 0.2500, loss_bbox: 0.7196, loss_obj: 0.1876, loss: 1.1572 2023-02-26 10:08:49,188 - mmdet - INFO - Epoch [281][1050/1111] lr: 5.049e-04, eta: 3:37:45, time: 0.753, data_time: 0.028, memory: 27319, loss_cls: 0.2482, loss_bbox: 0.7122, loss_obj: 0.1833, loss: 1.1437 2023-02-26 10:09:16,537 - mmdet - INFO - Epoch [281][1100/1111] lr: 5.048e-04, eta: 3:37:14, time: 0.547, data_time: 0.024, memory: 27319, loss_cls: 0.2551, loss_bbox: 0.7427, loss_obj: 0.1964, loss: 1.1942 2023-02-26 10:10:09,598 - mmdet - INFO - Epoch [282][50/1111] lr: 5.047e-04, eta: 3:36:37, time: 0.953, data_time: 0.292, memory: 27319, loss_cls: 0.2462, loss_bbox: 0.7076, loss_obj: 0.1928, loss: 1.1466 2023-02-26 10:10:41,543 - mmdet - INFO - Epoch [282][100/1111] lr: 5.046e-04, eta: 3:36:07, time: 0.639, data_time: 0.027, memory: 27319, loss_cls: 0.2484, loss_bbox: 0.7185, loss_obj: 0.1956, loss: 1.1626 2023-02-26 10:11:11,829 - mmdet - INFO - Epoch [282][150/1111] lr: 5.045e-04, eta: 3:35:36, time: 0.606, data_time: 0.028, memory: 27319, loss_cls: 0.2510, loss_bbox: 0.7252, loss_obj: 0.1909, loss: 1.1671 2023-02-26 10:11:40,341 - mmdet - INFO - Epoch [282][200/1111] lr: 5.044e-04, eta: 3:35:05, time: 0.570, data_time: 0.028, memory: 27319, loss_cls: 0.2561, loss_bbox: 0.7443, loss_obj: 0.2023, loss: 1.2027 2023-02-26 10:12:08,928 - mmdet - INFO - Epoch [282][250/1111] lr: 5.043e-04, eta: 3:34:34, time: 0.572, data_time: 0.029, memory: 27319, loss_cls: 0.2522, loss_bbox: 0.7303, loss_obj: 0.1873, loss: 1.1697 2023-02-26 10:12:38,787 - mmdet - INFO - Epoch [282][300/1111] lr: 5.042e-04, eta: 3:34:03, time: 0.597, data_time: 0.035, memory: 27319, loss_cls: 0.2571, loss_bbox: 0.7474, loss_obj: 0.1987, loss: 1.2031 2023-02-26 10:13:08,118 - mmdet - INFO - Epoch [282][350/1111] lr: 5.041e-04, eta: 3:33:32, time: 0.587, data_time: 0.032, memory: 27319, loss_cls: 0.2578, loss_bbox: 0.7530, loss_obj: 0.1990, loss: 1.2097 2023-02-26 10:13:40,890 - mmdet - INFO - Epoch [282][400/1111] lr: 5.040e-04, eta: 3:33:01, time: 0.655, data_time: 0.023, memory: 27319, loss_cls: 0.2432, loss_bbox: 0.6956, loss_obj: 0.1898, loss: 1.1286 2023-02-26 10:14:13,199 - mmdet - INFO - Epoch [282][450/1111] lr: 5.039e-04, eta: 3:32:30, time: 0.646, data_time: 0.031, memory: 27319, loss_cls: 0.2549, loss_bbox: 0.7425, loss_obj: 0.2004, loss: 1.1978 2023-02-26 10:14:40,851 - mmdet - INFO - Epoch [282][500/1111] lr: 5.038e-04, eta: 3:31:59, time: 0.553, data_time: 0.029, memory: 27319, loss_cls: 0.2529, loss_bbox: 0.7359, loss_obj: 0.1867, loss: 1.1755 2023-02-26 10:15:13,994 - mmdet - INFO - Epoch [282][550/1111] lr: 5.037e-04, eta: 3:31:28, time: 0.663, data_time: 0.032, memory: 27319, loss_cls: 0.2499, loss_bbox: 0.7226, loss_obj: 0.2009, loss: 1.1734 2023-02-26 10:15:45,089 - mmdet - INFO - Epoch [282][600/1111] lr: 5.036e-04, eta: 3:30:58, time: 0.622, data_time: 0.029, memory: 27319, loss_cls: 0.2500, loss_bbox: 0.7212, loss_obj: 0.1936, loss: 1.1648 2023-02-26 10:16:14,969 - mmdet - INFO - Epoch [282][650/1111] lr: 5.035e-04, eta: 3:30:27, time: 0.598, data_time: 0.027, memory: 27319, loss_cls: 0.2522, loss_bbox: 0.7290, loss_obj: 0.1888, loss: 1.1700 2023-02-26 10:16:45,678 - mmdet - INFO - Epoch [282][700/1111] lr: 5.034e-04, eta: 3:29:56, time: 0.614, data_time: 0.030, memory: 27319, loss_cls: 0.2505, loss_bbox: 0.7235, loss_obj: 0.1954, loss: 1.1694 2023-02-26 10:17:14,170 - mmdet - INFO - Epoch [282][750/1111] lr: 5.033e-04, eta: 3:29:25, time: 0.570, data_time: 0.031, memory: 27319, loss_cls: 0.2546, loss_bbox: 0.7415, loss_obj: 0.1948, loss: 1.1910 2023-02-26 10:17:45,715 - mmdet - INFO - Epoch [282][800/1111] lr: 5.032e-04, eta: 3:28:54, time: 0.631, data_time: 0.026, memory: 27319, loss_cls: 0.2491, loss_bbox: 0.7176, loss_obj: 0.1862, loss: 1.1530 2023-02-26 10:18:16,862 - mmdet - INFO - Epoch [282][850/1111] lr: 5.031e-04, eta: 3:28:23, time: 0.623, data_time: 0.028, memory: 27319, loss_cls: 0.2502, loss_bbox: 0.7242, loss_obj: 0.1927, loss: 1.1671 2023-02-26 10:18:45,603 - mmdet - INFO - Epoch [282][900/1111] lr: 5.030e-04, eta: 3:27:52, time: 0.575, data_time: 0.034, memory: 27319, loss_cls: 0.2545, loss_bbox: 0.7408, loss_obj: 0.1957, loss: 1.1910 2023-02-26 10:19:17,246 - mmdet - INFO - Epoch [282][950/1111] lr: 5.030e-04, eta: 3:27:21, time: 0.633, data_time: 0.030, memory: 27319, loss_cls: 0.2490, loss_bbox: 0.7170, loss_obj: 0.1887, loss: 1.1547 2023-02-26 10:19:46,966 - mmdet - INFO - Epoch [282][1000/1111] lr: 5.029e-04, eta: 3:26:50, time: 0.594, data_time: 0.030, memory: 27319, loss_cls: 0.2516, loss_bbox: 0.7248, loss_obj: 0.1890, loss: 1.1654 2023-02-26 10:20:15,456 - mmdet - INFO - Epoch [282][1050/1111] lr: 5.028e-04, eta: 3:26:19, time: 0.570, data_time: 0.028, memory: 27319, loss_cls: 0.2554, loss_bbox: 0.7461, loss_obj: 0.1993, loss: 1.2008 2023-02-26 10:20:48,066 - mmdet - INFO - Epoch [282][1100/1111] lr: 5.027e-04, eta: 3:25:49, time: 0.652, data_time: 0.028, memory: 27319, loss_cls: 0.2514, loss_bbox: 0.7259, loss_obj: 0.1935, loss: 1.1708 2023-02-26 10:21:40,967 - mmdet - INFO - Epoch [283][50/1111] lr: 5.026e-04, eta: 3:25:11, time: 0.901, data_time: 0.270, memory: 27319, loss_cls: 0.2587, loss_bbox: 0.7572, loss_obj: 0.2031, loss: 1.2189 2023-02-26 10:22:12,415 - mmdet - INFO - Epoch [283][100/1111] lr: 5.025e-04, eta: 3:24:41, time: 0.629, data_time: 0.021, memory: 27319, loss_cls: 0.2407, loss_bbox: 0.6816, loss_obj: 0.1825, loss: 1.1049 2023-02-26 10:22:46,549 - mmdet - INFO - Epoch [283][150/1111] lr: 5.025e-04, eta: 3:24:10, time: 0.682, data_time: 0.024, memory: 27319, loss_cls: 0.2454, loss_bbox: 0.7037, loss_obj: 0.1900, loss: 1.1391 2023-02-26 10:23:13,845 - mmdet - INFO - Epoch [283][200/1111] lr: 5.024e-04, eta: 3:23:39, time: 0.546, data_time: 0.034, memory: 27319, loss_cls: 0.2502, loss_bbox: 0.7219, loss_obj: 0.1954, loss: 1.1675 2023-02-26 10:23:44,526 - mmdet - INFO - Epoch [283][250/1111] lr: 5.023e-04, eta: 3:23:08, time: 0.614, data_time: 0.031, memory: 27319, loss_cls: 0.2522, loss_bbox: 0.7275, loss_obj: 0.1936, loss: 1.1733 2023-02-26 10:24:16,167 - mmdet - INFO - Epoch [283][300/1111] lr: 5.022e-04, eta: 3:22:37, time: 0.633, data_time: 0.030, memory: 27319, loss_cls: 0.2556, loss_bbox: 0.7433, loss_obj: 0.2043, loss: 1.2032 2023-02-26 10:24:43,474 - mmdet - INFO - Epoch [283][350/1111] lr: 5.022e-04, eta: 3:22:06, time: 0.546, data_time: 0.032, memory: 27319, loss_cls: 0.2604, loss_bbox: 0.7682, loss_obj: 0.2201, loss: 1.2487 2023-02-26 10:25:10,166 - mmdet - INFO - Epoch [283][400/1111] lr: 5.021e-04, eta: 3:21:35, time: 0.534, data_time: 0.037, memory: 27319, loss_cls: 0.2602, loss_bbox: 0.7638, loss_obj: 0.2038, loss: 1.2279 2023-02-26 10:25:37,759 - mmdet - INFO - Epoch [283][450/1111] lr: 5.020e-04, eta: 3:21:04, time: 0.552, data_time: 0.037, memory: 27319, loss_cls: 0.2580, loss_bbox: 0.7539, loss_obj: 0.1956, loss: 1.2075 2023-02-26 10:26:08,202 - mmdet - INFO - Epoch [283][500/1111] lr: 5.019e-04, eta: 3:20:33, time: 0.609, data_time: 0.036, memory: 27319, loss_cls: 0.2534, loss_bbox: 0.7340, loss_obj: 0.1902, loss: 1.1775 2023-02-26 10:26:39,275 - mmdet - INFO - Epoch [283][550/1111] lr: 5.019e-04, eta: 3:20:02, time: 0.621, data_time: 0.028, memory: 27319, loss_cls: 0.2469, loss_bbox: 0.7061, loss_obj: 0.1898, loss: 1.1428 2023-02-26 10:27:07,338 - mmdet - INFO - Epoch [283][600/1111] lr: 5.018e-04, eta: 3:19:31, time: 0.562, data_time: 0.036, memory: 27319, loss_cls: 0.2571, loss_bbox: 0.7526, loss_obj: 0.2041, loss: 1.2139 2023-02-26 10:27:36,984 - mmdet - INFO - Epoch [283][650/1111] lr: 5.017e-04, eta: 3:19:00, time: 0.593, data_time: 0.026, memory: 27319, loss_cls: 0.2517, loss_bbox: 0.7290, loss_obj: 0.1925, loss: 1.1732 2023-02-26 10:28:05,724 - mmdet - INFO - Epoch [283][700/1111] lr: 5.017e-04, eta: 3:18:29, time: 0.575, data_time: 0.029, memory: 27319, loss_cls: 0.2475, loss_bbox: 0.7095, loss_obj: 0.1803, loss: 1.1373 2023-02-26 10:28:40,415 - mmdet - INFO - Epoch [283][750/1111] lr: 5.016e-04, eta: 3:17:59, time: 0.694, data_time: 0.026, memory: 27319, loss_cls: 0.2467, loss_bbox: 0.7076, loss_obj: 0.1870, loss: 1.1413 2023-02-26 10:29:11,508 - mmdet - INFO - Epoch [283][800/1111] lr: 5.016e-04, eta: 3:17:28, time: 0.622, data_time: 0.030, memory: 27319, loss_cls: 0.2475, loss_bbox: 0.7098, loss_obj: 0.1884, loss: 1.1456 2023-02-26 10:29:42,439 - mmdet - INFO - Epoch [283][850/1111] lr: 5.015e-04, eta: 3:16:57, time: 0.619, data_time: 0.028, memory: 27319, loss_cls: 0.2519, loss_bbox: 0.7292, loss_obj: 0.2001, loss: 1.1811 2023-02-26 10:30:16,712 - mmdet - INFO - Epoch [283][900/1111] lr: 5.014e-04, eta: 3:16:26, time: 0.685, data_time: 0.027, memory: 27319, loss_cls: 0.2467, loss_bbox: 0.7079, loss_obj: 0.1827, loss: 1.1373 2023-02-26 10:30:50,412 - mmdet - INFO - Epoch [283][950/1111] lr: 5.014e-04, eta: 3:15:56, time: 0.674, data_time: 0.027, memory: 27319, loss_cls: 0.2478, loss_bbox: 0.7126, loss_obj: 0.1878, loss: 1.1481 2023-02-26 10:31:24,683 - mmdet - INFO - Epoch [283][1000/1111] lr: 5.013e-04, eta: 3:15:25, time: 0.685, data_time: 0.024, memory: 27319, loss_cls: 0.2536, loss_bbox: 0.7350, loss_obj: 0.2062, loss: 1.1948 2023-02-26 10:31:52,409 - mmdet - INFO - Epoch [283][1050/1111] lr: 5.013e-04, eta: 3:14:54, time: 0.555, data_time: 0.032, memory: 27319, loss_cls: 0.2612, loss_bbox: 0.7711, loss_obj: 0.2055, loss: 1.2379 2023-02-26 10:32:18,519 - mmdet - INFO - Epoch [283][1100/1111] lr: 5.012e-04, eta: 3:14:23, time: 0.522, data_time: 0.027, memory: 27319, loss_cls: 0.2547, loss_bbox: 0.7432, loss_obj: 0.2034, loss: 1.2012 2023-02-26 10:33:16,809 - mmdet - INFO - Epoch [284][50/1111] lr: 5.011e-04, eta: 3:13:46, time: 1.018, data_time: 0.284, memory: 27319, loss_cls: 0.2456, loss_bbox: 0.7051, loss_obj: 0.1828, loss: 1.1335 2023-02-26 10:33:51,929 - mmdet - INFO - Epoch [284][100/1111] lr: 5.011e-04, eta: 3:13:15, time: 0.702, data_time: 0.023, memory: 27319, loss_cls: 0.2488, loss_bbox: 0.7132, loss_obj: 0.1875, loss: 1.1495 2023-02-26 10:34:19,737 - mmdet - INFO - Epoch [284][150/1111] lr: 5.010e-04, eta: 3:12:44, time: 0.556, data_time: 0.026, memory: 27319, loss_cls: 0.2566, loss_bbox: 0.7488, loss_obj: 0.1983, loss: 1.2037 2023-02-26 10:34:52,810 - mmdet - INFO - Epoch [284][200/1111] lr: 5.010e-04, eta: 3:12:14, time: 0.661, data_time: 0.030, memory: 27319, loss_cls: 0.2490, loss_bbox: 0.7150, loss_obj: 0.1979, loss: 1.1619 2023-02-26 10:35:23,119 - mmdet - INFO - Epoch [284][250/1111] lr: 5.009e-04, eta: 3:11:43, time: 0.606, data_time: 0.023, memory: 27319, loss_cls: 0.2472, loss_bbox: 0.7083, loss_obj: 0.1877, loss: 1.1432 2023-02-26 10:35:53,974 - mmdet - INFO - Epoch [284][300/1111] lr: 5.009e-04, eta: 3:11:12, time: 0.617, data_time: 0.031, memory: 27319, loss_cls: 0.2502, loss_bbox: 0.7217, loss_obj: 0.1805, loss: 1.1524 2023-02-26 10:36:24,252 - mmdet - INFO - Epoch [284][350/1111] lr: 5.008e-04, eta: 3:10:41, time: 0.606, data_time: 0.027, memory: 27319, loss_cls: 0.2534, loss_bbox: 0.7361, loss_obj: 0.1992, loss: 1.1887 2023-02-26 10:36:55,534 - mmdet - INFO - Epoch [284][400/1111] lr: 5.008e-04, eta: 3:10:10, time: 0.626, data_time: 0.028, memory: 27319, loss_cls: 0.2470, loss_bbox: 0.7091, loss_obj: 0.1854, loss: 1.1415 2023-02-26 10:37:26,261 - mmdet - INFO - Epoch [284][450/1111] lr: 5.008e-04, eta: 3:09:39, time: 0.614, data_time: 0.029, memory: 27319, loss_cls: 0.2503, loss_bbox: 0.7221, loss_obj: 0.1906, loss: 1.1630 2023-02-26 10:37:58,349 - mmdet - INFO - Epoch [284][500/1111] lr: 5.007e-04, eta: 3:09:08, time: 0.642, data_time: 0.024, memory: 27319, loss_cls: 0.2456, loss_bbox: 0.7027, loss_obj: 0.1828, loss: 1.1311 2023-02-26 10:38:27,833 - mmdet - INFO - Epoch [284][550/1111] lr: 5.007e-04, eta: 3:08:37, time: 0.590, data_time: 0.030, memory: 27319, loss_cls: 0.2533, loss_bbox: 0.7369, loss_obj: 0.1930, loss: 1.1832 2023-02-26 10:38:58,461 - mmdet - INFO - Epoch [284][600/1111] lr: 5.006e-04, eta: 3:08:07, time: 0.613, data_time: 0.025, memory: 27319, loss_cls: 0.2504, loss_bbox: 0.7222, loss_obj: 0.1986, loss: 1.1712 2023-02-26 10:39:28,923 - mmdet - INFO - Epoch [284][650/1111] lr: 5.006e-04, eta: 3:07:36, time: 0.609, data_time: 0.028, memory: 27319, loss_cls: 0.2461, loss_bbox: 0.7045, loss_obj: 0.1850, loss: 1.1356 2023-02-26 10:39:58,113 - mmdet - INFO - Epoch [284][700/1111] lr: 5.006e-04, eta: 3:07:05, time: 0.584, data_time: 0.026, memory: 27319, loss_cls: 0.2537, loss_bbox: 0.7385, loss_obj: 0.1926, loss: 1.1848 2023-02-26 10:40:29,785 - mmdet - INFO - Epoch [284][750/1111] lr: 5.005e-04, eta: 3:06:34, time: 0.633, data_time: 0.027, memory: 27319, loss_cls: 0.2478, loss_bbox: 0.7130, loss_obj: 0.1935, loss: 1.1544 2023-02-26 10:40:58,252 - mmdet - INFO - Epoch [284][800/1111] lr: 5.005e-04, eta: 3:06:03, time: 0.569, data_time: 0.029, memory: 27319, loss_cls: 0.2511, loss_bbox: 0.7217, loss_obj: 0.1934, loss: 1.1662 2023-02-26 10:41:27,351 - mmdet - INFO - Epoch [284][850/1111] lr: 5.005e-04, eta: 3:05:32, time: 0.582, data_time: 0.032, memory: 27319, loss_cls: 0.2552, loss_bbox: 0.7419, loss_obj: 0.1968, loss: 1.1938 2023-02-26 10:41:57,081 - mmdet - INFO - Epoch [284][900/1111] lr: 5.004e-04, eta: 3:05:01, time: 0.595, data_time: 0.035, memory: 27319, loss_cls: 0.2586, loss_bbox: 0.7588, loss_obj: 0.1993, loss: 1.2168 2023-02-26 10:42:30,113 - mmdet - INFO - Epoch [284][950/1111] lr: 5.004e-04, eta: 3:04:30, time: 0.661, data_time: 0.022, memory: 27319, loss_cls: 0.2492, loss_bbox: 0.7150, loss_obj: 0.1901, loss: 1.1543 2023-02-26 10:42:58,764 - mmdet - INFO - Epoch [284][1000/1111] lr: 5.004e-04, eta: 3:03:59, time: 0.573, data_time: 0.031, memory: 27319, loss_cls: 0.2559, loss_bbox: 0.7488, loss_obj: 0.1983, loss: 1.2030 2023-02-26 10:43:27,756 - mmdet - INFO - Epoch [284][1050/1111] lr: 5.003e-04, eta: 3:03:28, time: 0.580, data_time: 0.028, memory: 27319, loss_cls: 0.2526, loss_bbox: 0.7348, loss_obj: 0.2047, loss: 1.1921 2023-02-26 10:43:59,815 - mmdet - INFO - Epoch [284][1100/1111] lr: 5.003e-04, eta: 3:02:58, time: 0.641, data_time: 0.031, memory: 27319, loss_cls: 0.2556, loss_bbox: 0.7496, loss_obj: 0.2039, loss: 1.2091 2023-02-26 10:44:05,717 - mmdet - INFO - No mosaic and mixup aug now! 2023-02-26 10:44:06,245 - mmdet - INFO - Add additional L1 loss now! 2023-02-26 10:44:51,178 - mmdet - INFO - Epoch [285][50/1111] lr: 5.003e-04, eta: 3:02:20, time: 0.732, data_time: 0.155, memory: 27319, loss_cls: 0.1942, loss_bbox: 0.5007, loss_obj: 0.1078, loss_l1: 0.1114, loss: 0.9141 2023-02-26 10:45:13,411 - mmdet - INFO - Epoch [285][100/1111] lr: 5.002e-04, eta: 3:01:49, time: 0.445, data_time: 0.024, memory: 27319, loss_cls: 0.1933, loss_bbox: 0.4998, loss_obj: 0.0955, loss_l1: 0.1020, loss: 0.8906 2023-02-26 10:45:39,695 - mmdet - INFO - Epoch [285][150/1111] lr: 5.002e-04, eta: 3:01:17, time: 0.526, data_time: 0.028, memory: 27319, loss_cls: 0.1909, loss_bbox: 0.4887, loss_obj: 0.0973, loss_l1: 0.1064, loss: 0.8833 2023-02-26 10:46:05,212 - mmdet - INFO - Epoch [285][200/1111] lr: 5.002e-04, eta: 3:00:46, time: 0.510, data_time: 0.023, memory: 27319, loss_cls: 0.1928, loss_bbox: 0.4948, loss_obj: 0.0968, loss_l1: 0.1059, loss: 0.8904 2023-02-26 10:46:34,373 - mmdet - INFO - Epoch [285][250/1111] lr: 5.002e-04, eta: 3:00:15, time: 0.583, data_time: 0.052, memory: 27319, loss_cls: 0.1891, loss_bbox: 0.4817, loss_obj: 0.0923, loss_l1: 0.1071, loss: 0.8702 2023-02-26 10:47:02,914 - mmdet - INFO - Epoch [285][300/1111] lr: 5.002e-04, eta: 2:59:44, time: 0.571, data_time: 0.023, memory: 27319, loss_cls: 0.1901, loss_bbox: 0.4877, loss_obj: 0.0946, loss_l1: 0.1087, loss: 0.8812 2023-02-26 10:47:35,621 - mmdet - INFO - Epoch [285][350/1111] lr: 5.001e-04, eta: 2:59:14, time: 0.654, data_time: 0.025, memory: 27319, loss_cls: 0.1880, loss_bbox: 0.4769, loss_obj: 0.0892, loss_l1: 0.1135, loss: 0.8677 2023-02-26 10:48:03,286 - mmdet - INFO - Epoch [285][400/1111] lr: 5.001e-04, eta: 2:58:43, time: 0.553, data_time: 0.026, memory: 27319, loss_cls: 0.1915, loss_bbox: 0.4923, loss_obj: 0.0970, loss_l1: 0.1096, loss: 0.8904 2023-02-26 10:48:31,607 - mmdet - INFO - Epoch [285][450/1111] lr: 5.001e-04, eta: 2:58:12, time: 0.566, data_time: 0.027, memory: 27319, loss_cls: 0.1840, loss_bbox: 0.4627, loss_obj: 0.0961, loss_l1: 0.1050, loss: 0.8478 2023-02-26 10:48:58,018 - mmdet - INFO - Epoch [285][500/1111] lr: 5.001e-04, eta: 2:57:40, time: 0.528, data_time: 0.024, memory: 27319, loss_cls: 0.1889, loss_bbox: 0.4821, loss_obj: 0.0981, loss_l1: 0.1072, loss: 0.8763 2023-02-26 10:49:32,769 - mmdet - INFO - Epoch [285][550/1111] lr: 5.001e-04, eta: 2:57:10, time: 0.695, data_time: 0.027, memory: 27319, loss_cls: 0.1838, loss_bbox: 0.4647, loss_obj: 0.0998, loss_l1: 0.1144, loss: 0.8627 2023-02-26 10:50:03,757 - mmdet - INFO - Epoch [285][600/1111] lr: 5.001e-04, eta: 2:56:39, time: 0.620, data_time: 0.023, memory: 27319, loss_cls: 0.1866, loss_bbox: 0.4712, loss_obj: 0.1032, loss_l1: 0.1117, loss: 0.8727 2023-02-26 10:50:31,358 - mmdet - INFO - Epoch [285][650/1111] lr: 5.001e-04, eta: 2:56:08, time: 0.552, data_time: 0.026, memory: 27319, loss_cls: 0.1909, loss_bbox: 0.4888, loss_obj: 0.1018, loss_l1: 0.1085, loss: 0.8900 2023-02-26 10:51:03,594 - mmdet - INFO - Epoch [285][700/1111] lr: 5.000e-04, eta: 2:55:37, time: 0.645, data_time: 0.024, memory: 27319, loss_cls: 0.1906, loss_bbox: 0.4864, loss_obj: 0.1030, loss_l1: 0.1156, loss: 0.8956 2023-02-26 10:51:37,144 - mmdet - INFO - Epoch [285][750/1111] lr: 5.000e-04, eta: 2:55:06, time: 0.671, data_time: 0.027, memory: 27319, loss_cls: 0.1893, loss_bbox: 0.4816, loss_obj: 0.1061, loss_l1: 0.1176, loss: 0.8946 2023-02-26 10:52:03,117 - mmdet - INFO - Epoch [285][800/1111] lr: 5.000e-04, eta: 2:54:35, time: 0.519, data_time: 0.022, memory: 27319, loss_cls: 0.1925, loss_bbox: 0.4965, loss_obj: 0.0962, loss_l1: 0.1072, loss: 0.8925 2023-02-26 10:52:28,507 - mmdet - INFO - Epoch [285][850/1111] lr: 5.000e-04, eta: 2:54:04, time: 0.508, data_time: 0.028, memory: 27319, loss_cls: 0.1985, loss_bbox: 0.5150, loss_obj: 0.1081, loss_l1: 0.1105, loss: 0.9321 2023-02-26 10:52:57,439 - mmdet - INFO - Epoch [285][900/1111] lr: 5.000e-04, eta: 2:53:33, time: 0.579, data_time: 0.079, memory: 27319, loss_cls: 0.1939, loss_bbox: 0.4984, loss_obj: 0.1091, loss_l1: 0.1105, loss: 0.9119 2023-02-26 10:53:26,839 - mmdet - INFO - Epoch [285][950/1111] lr: 5.000e-04, eta: 2:53:02, time: 0.588, data_time: 0.027, memory: 27319, loss_cls: 0.1853, loss_bbox: 0.4679, loss_obj: 0.0970, loss_l1: 0.1108, loss: 0.8609 2023-02-26 10:53:58,885 - mmdet - INFO - Epoch [285][1000/1111] lr: 5.000e-04, eta: 2:52:31, time: 0.641, data_time: 0.024, memory: 27319, loss_cls: 0.1835, loss_bbox: 0.4657, loss_obj: 0.1030, loss_l1: 0.1126, loss: 0.8649 2023-02-26 10:54:28,021 - mmdet - INFO - Epoch [285][1050/1111] lr: 5.000e-04, eta: 2:52:01, time: 0.583, data_time: 0.028, memory: 27319, loss_cls: 0.1881, loss_bbox: 0.4776, loss_obj: 0.0944, loss_l1: 0.1090, loss: 0.8691 2023-02-26 10:54:57,664 - mmdet - INFO - Epoch [285][1100/1111] lr: 5.000e-04, eta: 2:51:30, time: 0.593, data_time: 0.023, memory: 27319, loss_cls: 0.1851, loss_bbox: 0.4702, loss_obj: 0.1065, loss_l1: 0.1089, loss: 0.8707 2023-02-26 10:57:44,098 - mmdet - INFO - Evaluating bbox... 2023-02-26 10:57:55,329 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.897 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.972 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.941 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.104 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.787 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.945 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.913 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.913 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.913 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.275 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.841 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.956 2023-02-26 10:58:00,860 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_170.pth was removed 2023-02-26 10:58:03,609 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_285.pth. 2023-02-26 10:58:03,610 - mmdet - INFO - Best bbox_mAP is 0.8970 at 285 epoch. 2023-02-26 10:58:03,610 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 10:58:03,610 - mmdet - INFO - Epoch(val) [285][4200] bbox_mAP: 0.8970, bbox_mAP_50: 0.9718, bbox_mAP_75: 0.9405, bbox_mAP_s: 0.1036, bbox_mAP_m: 0.7874, bbox_mAP_l: 0.9452, bbox_mAP_copypaste: 0.8970 0.9718 0.9405 0.1036 0.7874 0.9452 2023-02-26 10:58:35,293 - mmdet - INFO - Epoch [286][50/1111] lr: 5.000e-04, eta: 2:50:52, time: 0.633, data_time: 0.103, memory: 27319, loss_cls: 0.1886, loss_bbox: 0.4814, loss_obj: 0.1053, loss_l1: 0.1067, loss: 0.8819 2023-02-26 10:58:58,264 - mmdet - INFO - Epoch [286][100/1111] lr: 5.000e-04, eta: 2:50:20, time: 0.459, data_time: 0.024, memory: 27319, loss_cls: 0.1958, loss_bbox: 0.5070, loss_obj: 0.0973, loss_l1: 0.1053, loss: 0.9053 2023-02-26 10:59:25,676 - mmdet - INFO - Epoch [286][150/1111] lr: 5.000e-04, eta: 2:49:49, time: 0.548, data_time: 0.026, memory: 27319, loss_cls: 0.1864, loss_bbox: 0.4741, loss_obj: 0.0932, loss_l1: 0.1054, loss: 0.8590 2023-02-26 10:59:54,554 - mmdet - INFO - Epoch [286][200/1111] lr: 5.000e-04, eta: 2:49:18, time: 0.577, data_time: 0.023, memory: 27319, loss_cls: 0.1880, loss_bbox: 0.4786, loss_obj: 0.0963, loss_l1: 0.1089, loss: 0.8719 2023-02-26 11:00:22,282 - mmdet - INFO - Epoch [286][250/1111] lr: 5.000e-04, eta: 2:48:47, time: 0.555, data_time: 0.026, memory: 27319, loss_cls: 0.1842, loss_bbox: 0.4678, loss_obj: 0.0873, loss_l1: 0.1039, loss: 0.8432 2023-02-26 11:00:52,155 - mmdet - INFO - Epoch [286][300/1111] lr: 5.000e-04, eta: 2:48:17, time: 0.597, data_time: 0.023, memory: 27319, loss_cls: 0.1848, loss_bbox: 0.4676, loss_obj: 0.0988, loss_l1: 0.1087, loss: 0.8598 2023-02-26 11:01:18,124 - mmdet - INFO - Epoch [286][350/1111] lr: 5.000e-04, eta: 2:47:45, time: 0.519, data_time: 0.025, memory: 27319, loss_cls: 0.1922, loss_bbox: 0.4948, loss_obj: 0.1061, loss_l1: 0.1073, loss: 0.9004 2023-02-26 11:01:48,072 - mmdet - INFO - Epoch [286][400/1111] lr: 5.000e-04, eta: 2:47:15, time: 0.599, data_time: 0.022, memory: 27319, loss_cls: 0.1857, loss_bbox: 0.4704, loss_obj: 0.1065, loss_l1: 0.1093, loss: 0.8718 2023-02-26 11:02:12,510 - mmdet - INFO - Epoch [286][450/1111] lr: 5.000e-04, eta: 2:46:43, time: 0.489, data_time: 0.023, memory: 27319, loss_cls: 0.1895, loss_bbox: 0.4844, loss_obj: 0.1022, loss_l1: 0.1016, loss: 0.8777 2023-02-26 11:02:45,188 - mmdet - INFO - Epoch [286][500/1111] lr: 5.000e-04, eta: 2:46:13, time: 0.654, data_time: 0.022, memory: 27319, loss_cls: 0.1788, loss_bbox: 0.4461, loss_obj: 0.0841, loss_l1: 0.1087, loss: 0.8176 2023-02-26 11:03:10,926 - mmdet - INFO - Epoch [286][550/1111] lr: 5.000e-04, eta: 2:45:41, time: 0.515, data_time: 0.024, memory: 27319, loss_cls: 0.1855, loss_bbox: 0.4746, loss_obj: 0.0936, loss_l1: 0.1062, loss: 0.8600 2023-02-26 11:03:38,685 - mmdet - INFO - Epoch [286][600/1111] lr: 5.000e-04, eta: 2:45:10, time: 0.555, data_time: 0.057, memory: 27319, loss_cls: 0.1906, loss_bbox: 0.4878, loss_obj: 0.0940, loss_l1: 0.1064, loss: 0.8788 2023-02-26 11:04:07,847 - mmdet - INFO - Epoch [286][650/1111] lr: 5.000e-04, eta: 2:44:40, time: 0.583, data_time: 0.023, memory: 27319, loss_cls: 0.1858, loss_bbox: 0.4712, loss_obj: 0.0869, loss_l1: 0.1091, loss: 0.8530 2023-02-26 11:04:38,540 - mmdet - INFO - Epoch [286][700/1111] lr: 5.000e-04, eta: 2:44:09, time: 0.614, data_time: 0.025, memory: 27319, loss_cls: 0.1822, loss_bbox: 0.4583, loss_obj: 0.0869, loss_l1: 0.1065, loss: 0.8339 2023-02-26 11:05:05,147 - mmdet - INFO - Epoch [286][750/1111] lr: 5.000e-04, eta: 2:43:38, time: 0.532, data_time: 0.024, memory: 27319, loss_cls: 0.1915, loss_bbox: 0.4889, loss_obj: 0.1004, loss_l1: 0.1098, loss: 0.8907 2023-02-26 11:05:35,482 - mmdet - INFO - Epoch [286][800/1111] lr: 5.000e-04, eta: 2:43:07, time: 0.607, data_time: 0.024, memory: 27319, loss_cls: 0.1863, loss_bbox: 0.4717, loss_obj: 0.0904, loss_l1: 0.1111, loss: 0.8596 2023-02-26 11:06:02,643 - mmdet - INFO - Epoch [286][850/1111] lr: 5.000e-04, eta: 2:42:36, time: 0.543, data_time: 0.024, memory: 27319, loss_cls: 0.1895, loss_bbox: 0.4846, loss_obj: 0.0867, loss_l1: 0.1110, loss: 0.8719 2023-02-26 11:06:30,463 - mmdet - INFO - Epoch [286][900/1111] lr: 5.000e-04, eta: 2:42:05, time: 0.556, data_time: 0.024, memory: 27319, loss_cls: 0.1883, loss_bbox: 0.4822, loss_obj: 0.0855, loss_l1: 0.1098, loss: 0.8659 2023-02-26 11:07:01,831 - mmdet - INFO - Epoch [286][950/1111] lr: 5.000e-04, eta: 2:41:34, time: 0.627, data_time: 0.024, memory: 27319, loss_cls: 0.1812, loss_bbox: 0.4540, loss_obj: 0.0906, loss_l1: 0.1109, loss: 0.8368 2023-02-26 11:07:28,769 - mmdet - INFO - Epoch [286][1000/1111] lr: 5.000e-04, eta: 2:41:03, time: 0.539, data_time: 0.025, memory: 27319, loss_cls: 0.1901, loss_bbox: 0.4880, loss_obj: 0.0974, loss_l1: 0.1085, loss: 0.8840 2023-02-26 11:07:58,283 - mmdet - INFO - Epoch [286][1050/1111] lr: 5.000e-04, eta: 2:40:32, time: 0.590, data_time: 0.023, memory: 27319, loss_cls: 0.1869, loss_bbox: 0.4767, loss_obj: 0.0908, loss_l1: 0.1101, loss: 0.8645 2023-02-26 11:08:29,397 - mmdet - INFO - Epoch [286][1100/1111] lr: 5.000e-04, eta: 2:40:01, time: 0.622, data_time: 0.022, memory: 27319, loss_cls: 0.1831, loss_bbox: 0.4619, loss_obj: 0.0845, loss_l1: 0.1065, loss: 0.8361 2023-02-26 11:11:15,297 - mmdet - INFO - Evaluating bbox... 2023-02-26 11:11:25,567 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.904 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.973 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.943 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.124 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.798 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.952 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.920 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.920 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.920 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.288 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.851 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.962 2023-02-26 11:11:28,064 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_285.pth was removed 2023-02-26 11:11:30,601 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_286.pth. 2023-02-26 11:11:30,601 - mmdet - INFO - Best bbox_mAP is 0.9039 at 286 epoch. 2023-02-26 11:11:30,602 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 11:11:30,602 - mmdet - INFO - Epoch(val) [286][4200] bbox_mAP: 0.9039, bbox_mAP_50: 0.9727, bbox_mAP_75: 0.9426, bbox_mAP_s: 0.1243, bbox_mAP_m: 0.7980, bbox_mAP_l: 0.9522, bbox_mAP_copypaste: 0.9039 0.9727 0.9426 0.1243 0.7980 0.9522 2023-02-26 11:11:58,874 - mmdet - INFO - Epoch [287][50/1111] lr: 5.000e-04, eta: 2:39:23, time: 0.565, data_time: 0.104, memory: 27319, loss_cls: 0.1926, loss_bbox: 0.4963, loss_obj: 0.0904, loss_l1: 0.1058, loss: 0.8851 2023-02-26 11:12:23,998 - mmdet - INFO - Epoch [287][100/1111] lr: 5.000e-04, eta: 2:38:52, time: 0.502, data_time: 0.024, memory: 27319, loss_cls: 0.1858, loss_bbox: 0.4747, loss_obj: 0.0817, loss_l1: 0.0998, loss: 0.8421 2023-02-26 11:12:52,741 - mmdet - INFO - Epoch [287][150/1111] lr: 5.000e-04, eta: 2:38:21, time: 0.575, data_time: 0.027, memory: 27319, loss_cls: 0.1790, loss_bbox: 0.4483, loss_obj: 0.0801, loss_l1: 0.1010, loss: 0.8084 2023-02-26 11:13:21,797 - mmdet - INFO - Epoch [287][200/1111] lr: 5.000e-04, eta: 2:37:50, time: 0.581, data_time: 0.024, memory: 27319, loss_cls: 0.1870, loss_bbox: 0.4749, loss_obj: 0.0866, loss_l1: 0.1059, loss: 0.8543 2023-02-26 11:13:49,478 - mmdet - INFO - Epoch [287][250/1111] lr: 5.000e-04, eta: 2:37:19, time: 0.554, data_time: 0.028, memory: 27319, loss_cls: 0.1912, loss_bbox: 0.4915, loss_obj: 0.1036, loss_l1: 0.1083, loss: 0.8946 2023-02-26 11:14:18,022 - mmdet - INFO - Epoch [287][300/1111] lr: 5.000e-04, eta: 2:36:48, time: 0.571, data_time: 0.024, memory: 27319, loss_cls: 0.1850, loss_bbox: 0.4674, loss_obj: 0.0964, loss_l1: 0.1049, loss: 0.8537 2023-02-26 11:14:48,552 - mmdet - INFO - Epoch [287][350/1111] lr: 5.000e-04, eta: 2:36:17, time: 0.611, data_time: 0.026, memory: 27319, loss_cls: 0.1838, loss_bbox: 0.4640, loss_obj: 0.0908, loss_l1: 0.1111, loss: 0.8497 2023-02-26 11:15:18,354 - mmdet - INFO - Epoch [287][400/1111] lr: 5.000e-04, eta: 2:35:46, time: 0.596, data_time: 0.021, memory: 27319, loss_cls: 0.1863, loss_bbox: 0.4778, loss_obj: 0.1020, loss_l1: 0.1117, loss: 0.8779 2023-02-26 11:15:44,705 - mmdet - INFO - Epoch [287][450/1111] lr: 5.000e-04, eta: 2:35:15, time: 0.527, data_time: 0.027, memory: 27319, loss_cls: 0.1885, loss_bbox: 0.4828, loss_obj: 0.1017, loss_l1: 0.1054, loss: 0.8783 2023-02-26 11:16:15,010 - mmdet - INFO - Epoch [287][500/1111] lr: 5.000e-04, eta: 2:34:44, time: 0.606, data_time: 0.052, memory: 27319, loss_cls: 0.1889, loss_bbox: 0.4831, loss_obj: 0.0989, loss_l1: 0.1118, loss: 0.8827 2023-02-26 11:16:37,758 - mmdet - INFO - Epoch [287][550/1111] lr: 5.000e-04, eta: 2:34:13, time: 0.455, data_time: 0.028, memory: 27319, loss_cls: 0.1915, loss_bbox: 0.4925, loss_obj: 0.0982, loss_l1: 0.1001, loss: 0.8823 2023-02-26 11:17:04,180 - mmdet - INFO - Epoch [287][600/1111] lr: 5.000e-04, eta: 2:33:42, time: 0.528, data_time: 0.024, memory: 27319, loss_cls: 0.1840, loss_bbox: 0.4655, loss_obj: 0.0916, loss_l1: 0.1035, loss: 0.8447 2023-02-26 11:17:29,035 - mmdet - INFO - Epoch [287][650/1111] lr: 5.000e-04, eta: 2:33:11, time: 0.497, data_time: 0.027, memory: 27319, loss_cls: 0.1873, loss_bbox: 0.4758, loss_obj: 0.0925, loss_l1: 0.1014, loss: 0.8570 2023-02-26 11:17:54,210 - mmdet - INFO - Epoch [287][700/1111] lr: 5.000e-04, eta: 2:32:40, time: 0.504, data_time: 0.021, memory: 27319, loss_cls: 0.1849, loss_bbox: 0.4693, loss_obj: 0.0908, loss_l1: 0.1027, loss: 0.8476 2023-02-26 11:18:20,883 - mmdet - INFO - Epoch [287][750/1111] lr: 5.000e-04, eta: 2:32:09, time: 0.533, data_time: 0.027, memory: 27319, loss_cls: 0.1839, loss_bbox: 0.4646, loss_obj: 0.0931, loss_l1: 0.1017, loss: 0.8433 2023-02-26 11:18:50,272 - mmdet - INFO - Epoch [287][800/1111] lr: 5.000e-04, eta: 2:31:38, time: 0.588, data_time: 0.024, memory: 27319, loss_cls: 0.1876, loss_bbox: 0.4749, loss_obj: 0.0900, loss_l1: 0.1051, loss: 0.8577 2023-02-26 11:19:23,261 - mmdet - INFO - Epoch [287][850/1111] lr: 5.000e-04, eta: 2:31:07, time: 0.660, data_time: 0.028, memory: 27319, loss_cls: 0.1772, loss_bbox: 0.4405, loss_obj: 0.0799, loss_l1: 0.1085, loss: 0.8061 2023-02-26 11:19:52,039 - mmdet - INFO - Epoch [287][900/1111] lr: 5.000e-04, eta: 2:30:36, time: 0.576, data_time: 0.024, memory: 27319, loss_cls: 0.1864, loss_bbox: 0.4745, loss_obj: 0.0980, loss_l1: 0.1091, loss: 0.8681 2023-02-26 11:20:21,936 - mmdet - INFO - Epoch [287][950/1111] lr: 5.000e-04, eta: 2:30:06, time: 0.598, data_time: 0.029, memory: 27319, loss_cls: 0.1841, loss_bbox: 0.4657, loss_obj: 0.0972, loss_l1: 0.1067, loss: 0.8537 2023-02-26 11:20:46,670 - mmdet - INFO - Epoch [287][1000/1111] lr: 5.000e-04, eta: 2:29:34, time: 0.495, data_time: 0.024, memory: 27319, loss_cls: 0.1869, loss_bbox: 0.4766, loss_obj: 0.0966, loss_l1: 0.1018, loss: 0.8619 2023-02-26 11:21:17,334 - mmdet - INFO - Epoch [287][1050/1111] lr: 5.000e-04, eta: 2:29:04, time: 0.613, data_time: 0.028, memory: 27319, loss_cls: 0.1827, loss_bbox: 0.4617, loss_obj: 0.0857, loss_l1: 0.1068, loss: 0.8370 2023-02-26 11:21:41,004 - mmdet - INFO - Epoch [287][1100/1111] lr: 5.000e-04, eta: 2:28:32, time: 0.473, data_time: 0.025, memory: 27319, loss_cls: 0.1900, loss_bbox: 0.4890, loss_obj: 0.1029, loss_l1: 0.1015, loss: 0.8835 2023-02-26 11:24:26,107 - mmdet - INFO - Evaluating bbox... 2023-02-26 11:24:36,573 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.909 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.973 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.943 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.137 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.803 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.956 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.925 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.925 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.925 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.298 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.857 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.965 2023-02-26 11:24:39,131 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_286.pth was removed 2023-02-26 11:24:41,706 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_287.pth. 2023-02-26 11:24:41,706 - mmdet - INFO - Best bbox_mAP is 0.9093 at 287 epoch. 2023-02-26 11:24:41,707 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 11:24:41,707 - mmdet - INFO - Epoch(val) [287][4200] bbox_mAP: 0.9093, bbox_mAP_50: 0.9733, bbox_mAP_75: 0.9434, bbox_mAP_s: 0.1369, bbox_mAP_m: 0.8034, bbox_mAP_l: 0.9560, bbox_mAP_copypaste: 0.9093 0.9733 0.9434 0.1369 0.8034 0.9560 2023-02-26 11:25:14,890 - mmdet - INFO - Epoch [288][50/1111] lr: 5.000e-04, eta: 2:27:55, time: 0.663, data_time: 0.109, memory: 27319, loss_cls: 0.1878, loss_bbox: 0.4779, loss_obj: 0.0922, loss_l1: 0.1077, loss: 0.8656 2023-02-26 11:25:43,391 - mmdet - INFO - Epoch [288][100/1111] lr: 5.000e-04, eta: 2:27:24, time: 0.570, data_time: 0.024, memory: 27319, loss_cls: 0.1866, loss_bbox: 0.4768, loss_obj: 0.0921, loss_l1: 0.1083, loss: 0.8637 2023-02-26 11:26:13,825 - mmdet - INFO - Epoch [288][150/1111] lr: 5.000e-04, eta: 2:26:53, time: 0.609, data_time: 0.027, memory: 27319, loss_cls: 0.1780, loss_bbox: 0.4438, loss_obj: 0.0833, loss_l1: 0.1029, loss: 0.8081 2023-02-26 11:26:45,004 - mmdet - INFO - Epoch [288][200/1111] lr: 5.000e-04, eta: 2:26:22, time: 0.624, data_time: 0.022, memory: 27319, loss_cls: 0.1774, loss_bbox: 0.4428, loss_obj: 0.0821, loss_l1: 0.1035, loss: 0.8058 2023-02-26 11:27:15,973 - mmdet - INFO - Epoch [288][250/1111] lr: 5.000e-04, eta: 2:25:51, time: 0.619, data_time: 0.026, memory: 27319, loss_cls: 0.1822, loss_bbox: 0.4581, loss_obj: 0.0908, loss_l1: 0.1048, loss: 0.8359 2023-02-26 11:27:44,850 - mmdet - INFO - Epoch [288][300/1111] lr: 5.000e-04, eta: 2:25:20, time: 0.578, data_time: 0.023, memory: 27319, loss_cls: 0.1800, loss_bbox: 0.4531, loss_obj: 0.0827, loss_l1: 0.1046, loss: 0.8205 2023-02-26 11:28:14,468 - mmdet - INFO - Epoch [288][350/1111] lr: 5.000e-04, eta: 2:24:49, time: 0.592, data_time: 0.025, memory: 27319, loss_cls: 0.1812, loss_bbox: 0.4536, loss_obj: 0.0904, loss_l1: 0.1056, loss: 0.8308 2023-02-26 11:28:41,004 - mmdet - INFO - Epoch [288][400/1111] lr: 5.000e-04, eta: 2:24:18, time: 0.530, data_time: 0.025, memory: 27319, loss_cls: 0.1858, loss_bbox: 0.4743, loss_obj: 0.0931, loss_l1: 0.1021, loss: 0.8554 2023-02-26 11:29:11,917 - mmdet - INFO - Epoch [288][450/1111] lr: 5.000e-04, eta: 2:23:48, time: 0.619, data_time: 0.026, memory: 27319, loss_cls: 0.1829, loss_bbox: 0.4642, loss_obj: 0.0910, loss_l1: 0.1121, loss: 0.8503 2023-02-26 11:29:40,232 - mmdet - INFO - Epoch [288][500/1111] lr: 5.000e-04, eta: 2:23:17, time: 0.566, data_time: 0.023, memory: 27319, loss_cls: 0.1884, loss_bbox: 0.4811, loss_obj: 0.0934, loss_l1: 0.1089, loss: 0.8718 2023-02-26 11:30:07,597 - mmdet - INFO - Epoch [288][550/1111] lr: 5.000e-04, eta: 2:22:46, time: 0.547, data_time: 0.026, memory: 27319, loss_cls: 0.1828, loss_bbox: 0.4617, loss_obj: 0.0856, loss_l1: 0.1036, loss: 0.8337 2023-02-26 11:30:35,220 - mmdet - INFO - Epoch [288][600/1111] lr: 5.000e-04, eta: 2:22:15, time: 0.552, data_time: 0.025, memory: 27319, loss_cls: 0.1839, loss_bbox: 0.4673, loss_obj: 0.0874, loss_l1: 0.1049, loss: 0.8435 2023-02-26 11:31:06,191 - mmdet - INFO - Epoch [288][650/1111] lr: 5.000e-04, eta: 2:21:44, time: 0.619, data_time: 0.028, memory: 27319, loss_cls: 0.1797, loss_bbox: 0.4507, loss_obj: 0.0875, loss_l1: 0.1056, loss: 0.8235 2023-02-26 11:31:33,252 - mmdet - INFO - Epoch [288][700/1111] lr: 5.000e-04, eta: 2:21:13, time: 0.541, data_time: 0.025, memory: 27319, loss_cls: 0.1856, loss_bbox: 0.4720, loss_obj: 0.0848, loss_l1: 0.1048, loss: 0.8472 2023-02-26 11:32:04,850 - mmdet - INFO - Epoch [288][750/1111] lr: 5.000e-04, eta: 2:20:42, time: 0.632, data_time: 0.028, memory: 27319, loss_cls: 0.1842, loss_bbox: 0.4677, loss_obj: 0.0839, loss_l1: 0.1100, loss: 0.8458 2023-02-26 11:32:33,350 - mmdet - INFO - Epoch [288][800/1111] lr: 5.000e-04, eta: 2:20:11, time: 0.570, data_time: 0.024, memory: 27319, loss_cls: 0.1809, loss_bbox: 0.4517, loss_obj: 0.0825, loss_l1: 0.1031, loss: 0.8183 2023-02-26 11:33:04,390 - mmdet - INFO - Epoch [288][850/1111] lr: 5.000e-04, eta: 2:19:40, time: 0.621, data_time: 0.028, memory: 27319, loss_cls: 0.1795, loss_bbox: 0.4509, loss_obj: 0.0858, loss_l1: 0.1057, loss: 0.8220 2023-02-26 11:33:29,955 - mmdet - INFO - Epoch [288][900/1111] lr: 5.000e-04, eta: 2:19:09, time: 0.511, data_time: 0.025, memory: 27319, loss_cls: 0.1849, loss_bbox: 0.4708, loss_obj: 0.0990, loss_l1: 0.1034, loss: 0.8582 2023-02-26 11:33:57,896 - mmdet - INFO - Epoch [288][950/1111] lr: 5.000e-04, eta: 2:18:38, time: 0.559, data_time: 0.028, memory: 27319, loss_cls: 0.1816, loss_bbox: 0.4587, loss_obj: 0.0881, loss_l1: 0.1039, loss: 0.8323 2023-02-26 11:34:30,859 - mmdet - INFO - Epoch [288][1000/1111] lr: 5.000e-04, eta: 2:18:08, time: 0.659, data_time: 0.026, memory: 27319, loss_cls: 0.1805, loss_bbox: 0.4543, loss_obj: 0.0997, loss_l1: 0.1096, loss: 0.8441 2023-02-26 11:34:57,209 - mmdet - INFO - Epoch [288][1050/1111] lr: 5.000e-04, eta: 2:17:37, time: 0.527, data_time: 0.021, memory: 27319, loss_cls: 0.1846, loss_bbox: 0.4675, loss_obj: 0.1029, loss_l1: 0.1010, loss: 0.8560 2023-02-26 11:35:27,081 - mmdet - INFO - Epoch [288][1100/1111] lr: 5.000e-04, eta: 2:17:06, time: 0.597, data_time: 0.025, memory: 27319, loss_cls: 0.1803, loss_bbox: 0.4521, loss_obj: 0.0871, loss_l1: 0.1075, loss: 0.8270 2023-02-26 11:38:12,847 - mmdet - INFO - Evaluating bbox... 2023-02-26 11:38:22,757 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.913 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.974 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.944 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.151 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.806 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.957 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.927 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.927 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.927 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.309 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.861 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.967 2023-02-26 11:38:24,001 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_287.pth was removed 2023-02-26 11:38:26,635 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_288.pth. 2023-02-26 11:38:26,636 - mmdet - INFO - Best bbox_mAP is 0.9129 at 288 epoch. 2023-02-26 11:38:26,636 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 11:38:26,636 - mmdet - INFO - Epoch(val) [288][4200] bbox_mAP: 0.9129, bbox_mAP_50: 0.9736, bbox_mAP_75: 0.9437, bbox_mAP_s: 0.1507, bbox_mAP_m: 0.8059, bbox_mAP_l: 0.9575, bbox_mAP_copypaste: 0.9129 0.9736 0.9437 0.1507 0.8059 0.9575 2023-02-26 11:38:56,504 - mmdet - INFO - Epoch [289][50/1111] lr: 5.000e-04, eta: 2:16:28, time: 0.597, data_time: 0.103, memory: 27319, loss_cls: 0.1823, loss_bbox: 0.4604, loss_obj: 0.0895, loss_l1: 0.0989, loss: 0.8311 2023-02-26 11:39:26,559 - mmdet - INFO - Epoch [289][100/1111] lr: 5.000e-04, eta: 2:15:57, time: 0.601, data_time: 0.024, memory: 27319, loss_cls: 0.1790, loss_bbox: 0.4485, loss_obj: 0.0900, loss_l1: 0.1049, loss: 0.8224 2023-02-26 11:39:57,754 - mmdet - INFO - Epoch [289][150/1111] lr: 5.000e-04, eta: 2:15:26, time: 0.624, data_time: 0.028, memory: 27319, loss_cls: 0.1777, loss_bbox: 0.4463, loss_obj: 0.0783, loss_l1: 0.1031, loss: 0.8055 2023-02-26 11:40:23,745 - mmdet - INFO - Epoch [289][200/1111] lr: 5.000e-04, eta: 2:14:55, time: 0.520, data_time: 0.023, memory: 27319, loss_cls: 0.1837, loss_bbox: 0.4651, loss_obj: 0.0867, loss_l1: 0.1019, loss: 0.8374 2023-02-26 11:40:50,329 - mmdet - INFO - Epoch [289][250/1111] lr: 5.000e-04, eta: 2:14:24, time: 0.532, data_time: 0.027, memory: 27319, loss_cls: 0.1813, loss_bbox: 0.4545, loss_obj: 0.0853, loss_l1: 0.1004, loss: 0.8216 2023-02-26 11:41:17,615 - mmdet - INFO - Epoch [289][300/1111] lr: 5.000e-04, eta: 2:13:53, time: 0.546, data_time: 0.025, memory: 27319, loss_cls: 0.1837, loss_bbox: 0.4655, loss_obj: 0.0896, loss_l1: 0.1028, loss: 0.8415 2023-02-26 11:41:44,626 - mmdet - INFO - Epoch [289][350/1111] lr: 5.000e-04, eta: 2:13:22, time: 0.540, data_time: 0.029, memory: 27319, loss_cls: 0.1869, loss_bbox: 0.4735, loss_obj: 0.0975, loss_l1: 0.1019, loss: 0.8599 2023-02-26 11:42:17,624 - mmdet - INFO - Epoch [289][400/1111] lr: 5.000e-04, eta: 2:12:51, time: 0.660, data_time: 0.023, memory: 27319, loss_cls: 0.1766, loss_bbox: 0.4401, loss_obj: 0.0843, loss_l1: 0.1079, loss: 0.8090 2023-02-26 11:42:45,410 - mmdet - INFO - Epoch [289][450/1111] lr: 5.000e-04, eta: 2:12:20, time: 0.556, data_time: 0.027, memory: 27319, loss_cls: 0.1809, loss_bbox: 0.4570, loss_obj: 0.0834, loss_l1: 0.0991, loss: 0.8204 2023-02-26 11:43:10,743 - mmdet - INFO - Epoch [289][500/1111] lr: 5.000e-04, eta: 2:11:49, time: 0.507, data_time: 0.025, memory: 27319, loss_cls: 0.1813, loss_bbox: 0.4562, loss_obj: 0.0849, loss_l1: 0.0985, loss: 0.8209 2023-02-26 11:43:39,167 - mmdet - INFO - Epoch [289][550/1111] lr: 5.000e-04, eta: 2:11:18, time: 0.569, data_time: 0.025, memory: 27319, loss_cls: 0.1875, loss_bbox: 0.4776, loss_obj: 0.0971, loss_l1: 0.1052, loss: 0.8674 2023-02-26 11:44:05,613 - mmdet - INFO - Epoch [289][600/1111] lr: 5.000e-04, eta: 2:10:47, time: 0.529, data_time: 0.027, memory: 27319, loss_cls: 0.1850, loss_bbox: 0.4706, loss_obj: 0.0929, loss_l1: 0.1012, loss: 0.8496 2023-02-26 11:44:32,779 - mmdet - INFO - Epoch [289][650/1111] lr: 5.000e-04, eta: 2:10:16, time: 0.543, data_time: 0.024, memory: 27319, loss_cls: 0.1857, loss_bbox: 0.4716, loss_obj: 0.0965, loss_l1: 0.1036, loss: 0.8575 2023-02-26 11:44:59,788 - mmdet - INFO - Epoch [289][700/1111] lr: 5.000e-04, eta: 2:09:46, time: 0.540, data_time: 0.028, memory: 27319, loss_cls: 0.1807, loss_bbox: 0.4523, loss_obj: 0.0802, loss_l1: 0.1008, loss: 0.8140 2023-02-26 11:45:26,005 - mmdet - INFO - Epoch [289][750/1111] lr: 5.000e-04, eta: 2:09:15, time: 0.524, data_time: 0.035, memory: 27319, loss_cls: 0.1822, loss_bbox: 0.4619, loss_obj: 0.0836, loss_l1: 0.1004, loss: 0.8282 2023-02-26 11:45:53,598 - mmdet - INFO - Epoch [289][800/1111] lr: 5.000e-04, eta: 2:08:44, time: 0.552, data_time: 0.026, memory: 27319, loss_cls: 0.1864, loss_bbox: 0.4744, loss_obj: 0.0951, loss_l1: 0.1025, loss: 0.8583 2023-02-26 11:46:22,674 - mmdet - INFO - Epoch [289][850/1111] lr: 5.000e-04, eta: 2:08:13, time: 0.582, data_time: 0.025, memory: 27319, loss_cls: 0.1847, loss_bbox: 0.4697, loss_obj: 0.0954, loss_l1: 0.1084, loss: 0.8581 2023-02-26 11:46:54,078 - mmdet - INFO - Epoch [289][900/1111] lr: 5.000e-04, eta: 2:07:42, time: 0.628, data_time: 0.028, memory: 27319, loss_cls: 0.1786, loss_bbox: 0.4465, loss_obj: 0.0855, loss_l1: 0.1030, loss: 0.8136 2023-02-26 11:47:26,997 - mmdet - INFO - Epoch [289][950/1111] lr: 5.000e-04, eta: 2:07:11, time: 0.659, data_time: 0.024, memory: 27319, loss_cls: 0.1772, loss_bbox: 0.4446, loss_obj: 0.0731, loss_l1: 0.1044, loss: 0.7993 2023-02-26 11:47:53,974 - mmdet - INFO - Epoch [289][1000/1111] lr: 5.000e-04, eta: 2:06:40, time: 0.540, data_time: 0.029, memory: 27319, loss_cls: 0.1805, loss_bbox: 0.4553, loss_obj: 0.0839, loss_l1: 0.0982, loss: 0.8179 2023-02-26 11:48:21,376 - mmdet - INFO - Epoch [289][1050/1111] lr: 5.000e-04, eta: 2:06:09, time: 0.548, data_time: 0.047, memory: 27319, loss_cls: 0.1855, loss_bbox: 0.4743, loss_obj: 0.0928, loss_l1: 0.1038, loss: 0.8564 2023-02-26 11:48:54,393 - mmdet - INFO - Epoch [289][1100/1111] lr: 5.000e-04, eta: 2:05:39, time: 0.660, data_time: 0.027, memory: 27319, loss_cls: 0.1800, loss_bbox: 0.4524, loss_obj: 0.0858, loss_l1: 0.1087, loss: 0.8269 2023-02-26 11:51:42,452 - mmdet - INFO - Evaluating bbox... 2023-02-26 11:51:52,221 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.914 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.974 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.944 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.163 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.809 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.960 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.929 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.929 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.929 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.320 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.863 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.969 2023-02-26 11:51:56,003 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_288.pth was removed 2023-02-26 11:51:58,553 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_289.pth. 2023-02-26 11:51:58,553 - mmdet - INFO - Best bbox_mAP is 0.9144 at 289 epoch. 2023-02-26 11:51:58,554 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 11:51:58,554 - mmdet - INFO - Epoch(val) [289][4200] bbox_mAP: 0.9144, bbox_mAP_50: 0.9739, bbox_mAP_75: 0.9440, bbox_mAP_s: 0.1635, bbox_mAP_m: 0.8093, bbox_mAP_l: 0.9597, bbox_mAP_copypaste: 0.9144 0.9739 0.9440 0.1635 0.8093 0.9597 2023-02-26 11:52:35,733 - mmdet - INFO - Epoch [290][50/1111] lr: 5.000e-04, eta: 2:05:01, time: 0.743, data_time: 0.111, memory: 27319, loss_cls: 0.1780, loss_bbox: 0.4450, loss_obj: 0.0840, loss_l1: 0.1042, loss: 0.8113 2023-02-26 11:53:04,850 - mmdet - INFO - Epoch [290][100/1111] lr: 5.000e-04, eta: 2:04:30, time: 0.582, data_time: 0.026, memory: 27319, loss_cls: 0.1820, loss_bbox: 0.4588, loss_obj: 0.0911, loss_l1: 0.1034, loss: 0.8353 2023-02-26 11:53:37,016 - mmdet - INFO - Epoch [290][150/1111] lr: 5.000e-04, eta: 2:03:59, time: 0.644, data_time: 0.029, memory: 27319, loss_cls: 0.1795, loss_bbox: 0.4511, loss_obj: 0.0892, loss_l1: 0.1041, loss: 0.8239 2023-02-26 11:54:06,676 - mmdet - INFO - Epoch [290][200/1111] lr: 5.000e-04, eta: 2:03:28, time: 0.593, data_time: 0.026, memory: 27319, loss_cls: 0.1761, loss_bbox: 0.4386, loss_obj: 0.0831, loss_l1: 0.1018, loss: 0.7995 2023-02-26 11:54:30,186 - mmdet - INFO - Epoch [290][250/1111] lr: 5.000e-04, eta: 2:02:57, time: 0.470, data_time: 0.029, memory: 27319, loss_cls: 0.1889, loss_bbox: 0.4835, loss_obj: 0.0903, loss_l1: 0.0995, loss: 0.8621 2023-02-26 11:54:59,014 - mmdet - INFO - Epoch [290][300/1111] lr: 5.000e-04, eta: 2:02:26, time: 0.577, data_time: 0.025, memory: 27319, loss_cls: 0.1791, loss_bbox: 0.4480, loss_obj: 0.0764, loss_l1: 0.1038, loss: 0.8073 2023-02-26 11:55:22,972 - mmdet - INFO - Epoch [290][350/1111] lr: 5.000e-04, eta: 2:01:55, time: 0.479, data_time: 0.029, memory: 27319, loss_cls: 0.1887, loss_bbox: 0.4816, loss_obj: 0.0933, loss_l1: 0.0996, loss: 0.8631 2023-02-26 11:55:47,469 - mmdet - INFO - Epoch [290][400/1111] lr: 5.000e-04, eta: 2:01:24, time: 0.490, data_time: 0.024, memory: 27319, loss_cls: 0.1831, loss_bbox: 0.4609, loss_obj: 0.0838, loss_l1: 0.0973, loss: 0.8251 2023-02-26 11:56:11,989 - mmdet - INFO - Epoch [290][450/1111] lr: 5.000e-04, eta: 2:00:53, time: 0.490, data_time: 0.028, memory: 27319, loss_cls: 0.1874, loss_bbox: 0.4773, loss_obj: 0.1014, loss_l1: 0.1005, loss: 0.8666 2023-02-26 11:56:42,588 - mmdet - INFO - Epoch [290][500/1111] lr: 5.000e-04, eta: 2:00:22, time: 0.612, data_time: 0.025, memory: 27319, loss_cls: 0.1833, loss_bbox: 0.4636, loss_obj: 0.0982, loss_l1: 0.1089, loss: 0.8540 2023-02-26 11:57:14,079 - mmdet - INFO - Epoch [290][550/1111] lr: 5.000e-04, eta: 1:59:52, time: 0.630, data_time: 0.027, memory: 27319, loss_cls: 0.1747, loss_bbox: 0.4344, loss_obj: 0.0767, loss_l1: 0.1010, loss: 0.7869 2023-02-26 11:57:37,332 - mmdet - INFO - Epoch [290][600/1111] lr: 5.000e-04, eta: 1:59:21, time: 0.465, data_time: 0.026, memory: 27319, loss_cls: 0.1857, loss_bbox: 0.4709, loss_obj: 0.0882, loss_l1: 0.1004, loss: 0.8452 2023-02-26 11:58:04,259 - mmdet - INFO - Epoch [290][650/1111] lr: 5.000e-04, eta: 1:58:50, time: 0.539, data_time: 0.025, memory: 27319, loss_cls: 0.1809, loss_bbox: 0.4563, loss_obj: 0.0888, loss_l1: 0.1000, loss: 0.8260 2023-02-26 11:58:28,600 - mmdet - INFO - Epoch [290][700/1111] lr: 5.000e-04, eta: 1:58:19, time: 0.487, data_time: 0.025, memory: 27319, loss_cls: 0.1853, loss_bbox: 0.4726, loss_obj: 0.0856, loss_l1: 0.0994, loss: 0.8427 2023-02-26 11:58:57,310 - mmdet - INFO - Epoch [290][750/1111] lr: 5.000e-04, eta: 1:57:48, time: 0.574, data_time: 0.025, memory: 27319, loss_cls: 0.1854, loss_bbox: 0.4726, loss_obj: 0.0948, loss_l1: 0.1052, loss: 0.8580 2023-02-26 11:59:24,329 - mmdet - INFO - Epoch [290][800/1111] lr: 5.000e-04, eta: 1:57:17, time: 0.540, data_time: 0.025, memory: 27319, loss_cls: 0.1819, loss_bbox: 0.4604, loss_obj: 0.0928, loss_l1: 0.1004, loss: 0.8354 2023-02-26 11:59:54,589 - mmdet - INFO - Epoch [290][850/1111] lr: 5.000e-04, eta: 1:56:46, time: 0.605, data_time: 0.027, memory: 27319, loss_cls: 0.1788, loss_bbox: 0.4514, loss_obj: 0.0840, loss_l1: 0.1032, loss: 0.8175 2023-02-26 12:00:24,178 - mmdet - INFO - Epoch [290][900/1111] lr: 5.000e-04, eta: 1:56:15, time: 0.592, data_time: 0.025, memory: 27319, loss_cls: 0.1805, loss_bbox: 0.4544, loss_obj: 0.0909, loss_l1: 0.1058, loss: 0.8315 2023-02-26 12:00:56,012 - mmdet - INFO - Epoch [290][950/1111] lr: 5.000e-04, eta: 1:55:44, time: 0.637, data_time: 0.026, memory: 27319, loss_cls: 0.1782, loss_bbox: 0.4451, loss_obj: 0.0901, loss_l1: 0.1064, loss: 0.8198 2023-02-26 12:01:20,896 - mmdet - INFO - Epoch [290][1000/1111] lr: 5.000e-04, eta: 1:55:13, time: 0.498, data_time: 0.026, memory: 27319, loss_cls: 0.1826, loss_bbox: 0.4627, loss_obj: 0.0903, loss_l1: 0.0998, loss: 0.8355 2023-02-26 12:01:47,598 - mmdet - INFO - Epoch [290][1050/1111] lr: 5.000e-04, eta: 1:54:42, time: 0.534, data_time: 0.026, memory: 27319, loss_cls: 0.1829, loss_bbox: 0.4609, loss_obj: 0.0880, loss_l1: 0.1006, loss: 0.8324 2023-02-26 12:02:13,654 - mmdet - INFO - Epoch [290][1100/1111] lr: 5.000e-04, eta: 1:54:11, time: 0.521, data_time: 0.059, memory: 27319, loss_cls: 0.1850, loss_bbox: 0.4675, loss_obj: 0.0859, loss_l1: 0.0996, loss: 0.8380 2023-02-26 12:02:19,093 - mmdet - INFO - Saving checkpoint at 290 epochs 2023-02-26 12:05:20,873 - mmdet - INFO - Evaluating bbox... 2023-02-26 12:05:30,765 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.917 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.974 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.944 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.177 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.812 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.961 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.931 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.931 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.931 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.334 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.866 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.970 2023-02-26 12:05:30,976 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_289.pth was removed 2023-02-26 12:05:33,391 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_290.pth. 2023-02-26 12:05:33,391 - mmdet - INFO - Best bbox_mAP is 0.9175 at 290 epoch. 2023-02-26 12:05:33,392 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 12:05:33,392 - mmdet - INFO - Epoch(val) [290][4200] bbox_mAP: 0.9175, bbox_mAP_50: 0.9741, bbox_mAP_75: 0.9443, bbox_mAP_s: 0.1766, bbox_mAP_m: 0.8118, bbox_mAP_l: 0.9609, bbox_mAP_copypaste: 0.9175 0.9741 0.9443 0.1766 0.8118 0.9609 2023-02-26 12:06:07,687 - mmdet - INFO - Epoch [291][50/1111] lr: 5.000e-04, eta: 1:53:34, time: 0.685, data_time: 0.106, memory: 27319, loss_cls: 0.1769, loss_bbox: 0.4432, loss_obj: 0.0804, loss_l1: 0.1013, loss: 0.8018 2023-02-26 12:06:41,122 - mmdet - INFO - Epoch [291][100/1111] lr: 5.000e-04, eta: 1:53:03, time: 0.669, data_time: 0.024, memory: 27319, loss_cls: 0.1765, loss_bbox: 0.4403, loss_obj: 0.0907, loss_l1: 0.1056, loss: 0.8132 2023-02-26 12:07:14,358 - mmdet - INFO - Epoch [291][150/1111] lr: 5.000e-04, eta: 1:52:32, time: 0.665, data_time: 0.026, memory: 27319, loss_cls: 0.1738, loss_bbox: 0.4322, loss_obj: 0.0874, loss_l1: 0.1022, loss: 0.7957 2023-02-26 12:07:46,059 - mmdet - INFO - Epoch [291][200/1111] lr: 5.000e-04, eta: 1:52:01, time: 0.634, data_time: 0.025, memory: 27319, loss_cls: 0.1754, loss_bbox: 0.4365, loss_obj: 0.0775, loss_l1: 0.1018, loss: 0.7912 2023-02-26 12:08:18,350 - mmdet - INFO - Epoch [291][250/1111] lr: 5.000e-04, eta: 1:51:31, time: 0.646, data_time: 0.029, memory: 27319, loss_cls: 0.1800, loss_bbox: 0.4538, loss_obj: 0.0897, loss_l1: 0.1076, loss: 0.8311 2023-02-26 12:08:51,750 - mmdet - INFO - Epoch [291][300/1111] lr: 5.000e-04, eta: 1:51:00, time: 0.668, data_time: 0.024, memory: 27319, loss_cls: 0.1779, loss_bbox: 0.4453, loss_obj: 0.0762, loss_l1: 0.1056, loss: 0.8051 2023-02-26 12:09:13,344 - mmdet - INFO - Epoch [291][350/1111] lr: 5.000e-04, eta: 1:50:29, time: 0.432, data_time: 0.029, memory: 27319, loss_cls: 0.1877, loss_bbox: 0.4786, loss_obj: 0.0921, loss_l1: 0.0948, loss: 0.8532 2023-02-26 12:09:43,512 - mmdet - INFO - Epoch [291][400/1111] lr: 5.000e-04, eta: 1:49:58, time: 0.604, data_time: 0.029, memory: 27319, loss_cls: 0.1785, loss_bbox: 0.4470, loss_obj: 0.0826, loss_l1: 0.1028, loss: 0.8108 2023-02-26 12:10:14,073 - mmdet - INFO - Epoch [291][450/1111] lr: 5.000e-04, eta: 1:49:27, time: 0.611, data_time: 0.022, memory: 27319, loss_cls: 0.1767, loss_bbox: 0.4414, loss_obj: 0.0870, loss_l1: 0.1017, loss: 0.8068 2023-02-26 12:10:46,297 - mmdet - INFO - Epoch [291][500/1111] lr: 5.000e-04, eta: 1:48:56, time: 0.644, data_time: 0.024, memory: 27319, loss_cls: 0.1815, loss_bbox: 0.4582, loss_obj: 0.0910, loss_l1: 0.1059, loss: 0.8365 2023-02-26 12:11:15,346 - mmdet - INFO - Epoch [291][550/1111] lr: 5.000e-04, eta: 1:48:26, time: 0.581, data_time: 0.025, memory: 27319, loss_cls: 0.1814, loss_bbox: 0.4598, loss_obj: 0.0872, loss_l1: 0.0998, loss: 0.8282 2023-02-26 12:11:46,938 - mmdet - INFO - Epoch [291][600/1111] lr: 5.000e-04, eta: 1:47:55, time: 0.632, data_time: 0.026, memory: 27319, loss_cls: 0.1730, loss_bbox: 0.4270, loss_obj: 0.0801, loss_l1: 0.0998, loss: 0.7799 2023-02-26 12:12:19,854 - mmdet - INFO - Epoch [291][650/1111] lr: 5.000e-04, eta: 1:47:24, time: 0.658, data_time: 0.026, memory: 27319, loss_cls: 0.1776, loss_bbox: 0.4433, loss_obj: 0.0845, loss_l1: 0.1042, loss: 0.8096 2023-02-26 12:12:48,813 - mmdet - INFO - Epoch [291][700/1111] lr: 5.000e-04, eta: 1:46:53, time: 0.579, data_time: 0.026, memory: 27319, loss_cls: 0.1785, loss_bbox: 0.4473, loss_obj: 0.0802, loss_l1: 0.0990, loss: 0.8049 2023-02-26 12:13:17,840 - mmdet - INFO - Epoch [291][750/1111] lr: 5.000e-04, eta: 1:46:22, time: 0.581, data_time: 0.025, memory: 27319, loss_cls: 0.1807, loss_bbox: 0.4559, loss_obj: 0.0778, loss_l1: 0.1006, loss: 0.8150 2023-02-26 12:13:46,687 - mmdet - INFO - Epoch [291][800/1111] lr: 5.000e-04, eta: 1:45:51, time: 0.577, data_time: 0.026, memory: 27319, loss_cls: 0.1806, loss_bbox: 0.4521, loss_obj: 0.0987, loss_l1: 0.1022, loss: 0.8336 2023-02-26 12:14:15,082 - mmdet - INFO - Epoch [291][850/1111] lr: 5.000e-04, eta: 1:45:21, time: 0.568, data_time: 0.025, memory: 27319, loss_cls: 0.1848, loss_bbox: 0.4701, loss_obj: 0.0980, loss_l1: 0.1038, loss: 0.8568 2023-02-26 12:14:45,026 - mmdet - INFO - Epoch [291][900/1111] lr: 5.000e-04, eta: 1:44:50, time: 0.599, data_time: 0.025, memory: 27319, loss_cls: 0.1834, loss_bbox: 0.4622, loss_obj: 0.0841, loss_l1: 0.1058, loss: 0.8354 2023-02-26 12:15:16,204 - mmdet - INFO - Epoch [291][950/1111] lr: 5.000e-04, eta: 1:44:19, time: 0.624, data_time: 0.027, memory: 27319, loss_cls: 0.1786, loss_bbox: 0.4463, loss_obj: 0.0906, loss_l1: 0.1054, loss: 0.8210 2023-02-26 12:15:42,235 - mmdet - INFO - Epoch [291][1000/1111] lr: 5.000e-04, eta: 1:43:48, time: 0.521, data_time: 0.025, memory: 27319, loss_cls: 0.1848, loss_bbox: 0.4709, loss_obj: 0.0924, loss_l1: 0.1000, loss: 0.8480 2023-02-26 12:16:04,438 - mmdet - INFO - Epoch [291][1050/1111] lr: 5.000e-04, eta: 1:43:17, time: 0.444, data_time: 0.025, memory: 27319, loss_cls: 0.1924, loss_bbox: 0.4995, loss_obj: 0.1020, loss_l1: 0.1013, loss: 0.8952 2023-02-26 12:16:29,124 - mmdet - INFO - Epoch [291][1100/1111] lr: 5.000e-04, eta: 1:42:46, time: 0.494, data_time: 0.024, memory: 27319, loss_cls: 0.1851, loss_bbox: 0.4697, loss_obj: 0.0879, loss_l1: 0.1011, loss: 0.8437 2023-02-26 12:19:22,392 - mmdet - INFO - Evaluating bbox... 2023-02-26 12:19:32,299 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.918 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.974 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.945 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.189 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.815 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.961 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.932 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.932 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.932 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.346 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.869 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.971 2023-02-26 12:19:32,507 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_290.pth was removed 2023-02-26 12:19:35,073 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_291.pth. 2023-02-26 12:19:35,074 - mmdet - INFO - Best bbox_mAP is 0.9181 at 291 epoch. 2023-02-26 12:19:35,074 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 12:19:35,074 - mmdet - INFO - Epoch(val) [291][4200] bbox_mAP: 0.9181, bbox_mAP_50: 0.9744, bbox_mAP_75: 0.9446, bbox_mAP_s: 0.1887, bbox_mAP_m: 0.8154, bbox_mAP_l: 0.9612, bbox_mAP_copypaste: 0.9181 0.9744 0.9446 0.1887 0.8154 0.9612 2023-02-26 12:20:11,890 - mmdet - INFO - Epoch [292][50/1111] lr: 5.000e-04, eta: 1:42:08, time: 0.736, data_time: 0.213, memory: 27319, loss_cls: 0.1798, loss_bbox: 0.4537, loss_obj: 0.0790, loss_l1: 0.1028, loss: 0.8152 2023-02-26 12:20:45,533 - mmdet - INFO - Epoch [292][100/1111] lr: 5.000e-04, eta: 1:41:38, time: 0.673, data_time: 0.024, memory: 27319, loss_cls: 0.1747, loss_bbox: 0.4321, loss_obj: 0.0690, loss_l1: 0.1035, loss: 0.7794 2023-02-26 12:21:18,593 - mmdet - INFO - Epoch [292][150/1111] lr: 5.000e-04, eta: 1:41:07, time: 0.661, data_time: 0.023, memory: 27319, loss_cls: 0.1733, loss_bbox: 0.4283, loss_obj: 0.0758, loss_l1: 0.1032, loss: 0.7806 2023-02-26 12:21:48,754 - mmdet - INFO - Epoch [292][200/1111] lr: 5.000e-04, eta: 1:40:36, time: 0.603, data_time: 0.022, memory: 27319, loss_cls: 0.1786, loss_bbox: 0.4464, loss_obj: 0.0837, loss_l1: 0.1011, loss: 0.8097 2023-02-26 12:22:15,221 - mmdet - INFO - Epoch [292][250/1111] lr: 5.000e-04, eta: 1:40:05, time: 0.529, data_time: 0.024, memory: 27319, loss_cls: 0.1835, loss_bbox: 0.4648, loss_obj: 0.0827, loss_l1: 0.1008, loss: 0.8317 2023-02-26 12:22:40,883 - mmdet - INFO - Epoch [292][300/1111] lr: 5.000e-04, eta: 1:39:34, time: 0.513, data_time: 0.024, memory: 27319, loss_cls: 0.1835, loss_bbox: 0.4634, loss_obj: 0.0851, loss_l1: 0.0985, loss: 0.8306 2023-02-26 12:23:13,133 - mmdet - INFO - Epoch [292][350/1111] lr: 5.000e-04, eta: 1:39:03, time: 0.645, data_time: 0.025, memory: 27319, loss_cls: 0.1743, loss_bbox: 0.4350, loss_obj: 0.0834, loss_l1: 0.1026, loss: 0.7953 2023-02-26 12:23:41,033 - mmdet - INFO - Epoch [292][400/1111] lr: 5.000e-04, eta: 1:38:33, time: 0.558, data_time: 0.025, memory: 27319, loss_cls: 0.1783, loss_bbox: 0.4460, loss_obj: 0.0860, loss_l1: 0.1002, loss: 0.8106 2023-02-26 12:24:08,075 - mmdet - INFO - Epoch [292][450/1111] lr: 5.000e-04, eta: 1:38:02, time: 0.541, data_time: 0.023, memory: 27319, loss_cls: 0.1801, loss_bbox: 0.4536, loss_obj: 0.0799, loss_l1: 0.0996, loss: 0.8132 2023-02-26 12:24:39,079 - mmdet - INFO - Epoch [292][500/1111] lr: 5.000e-04, eta: 1:37:31, time: 0.620, data_time: 0.023, memory: 27319, loss_cls: 0.1791, loss_bbox: 0.4536, loss_obj: 0.0859, loss_l1: 0.1048, loss: 0.8234 2023-02-26 12:25:08,511 - mmdet - INFO - Epoch [292][550/1111] lr: 5.000e-04, eta: 1:37:00, time: 0.589, data_time: 0.023, memory: 27319, loss_cls: 0.1753, loss_bbox: 0.4366, loss_obj: 0.0803, loss_l1: 0.0988, loss: 0.7911 2023-02-26 12:25:37,590 - mmdet - INFO - Epoch [292][600/1111] lr: 5.000e-04, eta: 1:36:29, time: 0.581, data_time: 0.025, memory: 27319, loss_cls: 0.1824, loss_bbox: 0.4617, loss_obj: 0.0892, loss_l1: 0.1031, loss: 0.8364 2023-02-26 12:26:04,976 - mmdet - INFO - Epoch [292][650/1111] lr: 5.000e-04, eta: 1:35:58, time: 0.548, data_time: 0.026, memory: 27319, loss_cls: 0.1821, loss_bbox: 0.4595, loss_obj: 0.0943, loss_l1: 0.0989, loss: 0.8347 2023-02-26 12:26:31,108 - mmdet - INFO - Epoch [292][700/1111] lr: 5.000e-04, eta: 1:35:27, time: 0.523, data_time: 0.023, memory: 27319, loss_cls: 0.1839, loss_bbox: 0.4652, loss_obj: 0.0836, loss_l1: 0.1017, loss: 0.8344 2023-02-26 12:27:01,946 - mmdet - INFO - Epoch [292][750/1111] lr: 5.000e-04, eta: 1:34:57, time: 0.617, data_time: 0.025, memory: 27319, loss_cls: 0.1766, loss_bbox: 0.4407, loss_obj: 0.0825, loss_l1: 0.1027, loss: 0.8025 2023-02-26 12:27:25,856 - mmdet - INFO - Epoch [292][800/1111] lr: 5.000e-04, eta: 1:34:26, time: 0.478, data_time: 0.026, memory: 27319, loss_cls: 0.1850, loss_bbox: 0.4685, loss_obj: 0.0891, loss_l1: 0.0978, loss: 0.8404 2023-02-26 12:27:51,526 - mmdet - INFO - Epoch [292][850/1111] lr: 5.000e-04, eta: 1:33:55, time: 0.513, data_time: 0.024, memory: 27319, loss_cls: 0.1849, loss_bbox: 0.4692, loss_obj: 0.0923, loss_l1: 0.0999, loss: 0.8463 2023-02-26 12:28:14,026 - mmdet - INFO - Epoch [292][900/1111] lr: 5.000e-04, eta: 1:33:24, time: 0.450, data_time: 0.025, memory: 27319, loss_cls: 0.1888, loss_bbox: 0.4815, loss_obj: 0.0987, loss_l1: 0.0994, loss: 0.8684 2023-02-26 12:28:38,205 - mmdet - INFO - Epoch [292][950/1111] lr: 5.000e-04, eta: 1:32:53, time: 0.484, data_time: 0.025, memory: 27319, loss_cls: 0.1841, loss_bbox: 0.4634, loss_obj: 0.0884, loss_l1: 0.0974, loss: 0.8334 2023-02-26 12:29:07,973 - mmdet - INFO - Epoch [292][1000/1111] lr: 5.000e-04, eta: 1:32:22, time: 0.595, data_time: 0.023, memory: 27319, loss_cls: 0.1844, loss_bbox: 0.4672, loss_obj: 0.0933, loss_l1: 0.1055, loss: 0.8504 2023-02-26 12:29:37,026 - mmdet - INFO - Epoch [292][1050/1111] lr: 5.000e-04, eta: 1:31:51, time: 0.581, data_time: 0.025, memory: 27319, loss_cls: 0.1777, loss_bbox: 0.4462, loss_obj: 0.0801, loss_l1: 0.0989, loss: 0.8029 2023-02-26 12:30:05,433 - mmdet - INFO - Epoch [292][1100/1111] lr: 5.000e-04, eta: 1:31:20, time: 0.568, data_time: 0.024, memory: 27319, loss_cls: 0.1785, loss_bbox: 0.4482, loss_obj: 0.0823, loss_l1: 0.1002, loss: 0.8092 2023-02-26 12:32:49,724 - mmdet - INFO - Evaluating bbox... 2023-02-26 12:32:59,383 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.920 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.975 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.953 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.199 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.819 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.961 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.933 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.933 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.933 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.355 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.870 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.971 2023-02-26 12:33:04,061 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_291.pth was removed 2023-02-26 12:33:06,603 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_292.pth. 2023-02-26 12:33:06,604 - mmdet - INFO - Best bbox_mAP is 0.9200 at 292 epoch. 2023-02-26 12:33:06,604 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 12:33:06,604 - mmdet - INFO - Epoch(val) [292][4200] bbox_mAP: 0.9200, bbox_mAP_50: 0.9745, bbox_mAP_75: 0.9527, bbox_mAP_s: 0.1991, bbox_mAP_m: 0.8192, bbox_mAP_l: 0.9614, bbox_mAP_copypaste: 0.9200 0.9745 0.9527 0.1991 0.8192 0.9614 2023-02-26 12:33:40,869 - mmdet - INFO - Epoch [293][50/1111] lr: 5.000e-04, eta: 1:30:42, time: 0.685, data_time: 0.099, memory: 27319, loss_cls: 0.1775, loss_bbox: 0.4454, loss_obj: 0.0801, loss_l1: 0.1072, loss: 0.8102 2023-02-26 12:34:13,802 - mmdet - INFO - Epoch [293][100/1111] lr: 5.000e-04, eta: 1:30:12, time: 0.659, data_time: 0.028, memory: 27319, loss_cls: 0.1815, loss_bbox: 0.4576, loss_obj: 0.0887, loss_l1: 0.1089, loss: 0.8367 2023-02-26 12:34:43,584 - mmdet - INFO - Epoch [293][150/1111] lr: 5.000e-04, eta: 1:29:41, time: 0.595, data_time: 0.024, memory: 27319, loss_cls: 0.1846, loss_bbox: 0.4682, loss_obj: 0.0925, loss_l1: 0.1045, loss: 0.8498 2023-02-26 12:35:11,924 - mmdet - INFO - Epoch [293][200/1111] lr: 5.000e-04, eta: 1:29:10, time: 0.567, data_time: 0.027, memory: 27319, loss_cls: 0.1799, loss_bbox: 0.4497, loss_obj: 0.0843, loss_l1: 0.0997, loss: 0.8136 2023-02-26 12:35:38,983 - mmdet - INFO - Epoch [293][250/1111] lr: 5.000e-04, eta: 1:28:39, time: 0.541, data_time: 0.026, memory: 27319, loss_cls: 0.1775, loss_bbox: 0.4433, loss_obj: 0.0761, loss_l1: 0.0973, loss: 0.7943 2023-02-26 12:36:08,639 - mmdet - INFO - Epoch [293][300/1111] lr: 5.000e-04, eta: 1:28:08, time: 0.593, data_time: 0.055, memory: 27319, loss_cls: 0.1819, loss_bbox: 0.4582, loss_obj: 0.0895, loss_l1: 0.1024, loss: 0.8321 2023-02-26 12:36:39,693 - mmdet - INFO - Epoch [293][350/1111] lr: 5.000e-04, eta: 1:27:37, time: 0.621, data_time: 0.024, memory: 27319, loss_cls: 0.1711, loss_bbox: 0.4229, loss_obj: 0.0740, loss_l1: 0.1012, loss: 0.7692 2023-02-26 12:37:03,573 - mmdet - INFO - Epoch [293][400/1111] lr: 5.000e-04, eta: 1:27:07, time: 0.478, data_time: 0.028, memory: 27319, loss_cls: 0.1835, loss_bbox: 0.4637, loss_obj: 0.0862, loss_l1: 0.0947, loss: 0.8281 2023-02-26 12:37:31,685 - mmdet - INFO - Epoch [293][450/1111] lr: 5.000e-04, eta: 1:26:36, time: 0.562, data_time: 0.022, memory: 27319, loss_cls: 0.1776, loss_bbox: 0.4461, loss_obj: 0.0823, loss_l1: 0.0991, loss: 0.8051 2023-02-26 12:37:58,353 - mmdet - INFO - Epoch [293][500/1111] lr: 5.000e-04, eta: 1:26:05, time: 0.533, data_time: 0.028, memory: 27319, loss_cls: 0.1807, loss_bbox: 0.4578, loss_obj: 0.0918, loss_l1: 0.1002, loss: 0.8305 2023-02-26 12:38:30,730 - mmdet - INFO - Epoch [293][550/1111] lr: 5.000e-04, eta: 1:25:34, time: 0.647, data_time: 0.024, memory: 27319, loss_cls: 0.1757, loss_bbox: 0.4353, loss_obj: 0.0802, loss_l1: 0.1015, loss: 0.7927 2023-02-26 12:38:57,679 - mmdet - INFO - Epoch [293][600/1111] lr: 5.000e-04, eta: 1:25:03, time: 0.539, data_time: 0.025, memory: 27319, loss_cls: 0.1777, loss_bbox: 0.4436, loss_obj: 0.0820, loss_l1: 0.0950, loss: 0.7983 2023-02-26 12:39:26,725 - mmdet - INFO - Epoch [293][650/1111] lr: 5.000e-04, eta: 1:24:32, time: 0.581, data_time: 0.024, memory: 27319, loss_cls: 0.1780, loss_bbox: 0.4467, loss_obj: 0.0876, loss_l1: 0.0980, loss: 0.8103 2023-02-26 12:39:52,975 - mmdet - INFO - Epoch [293][700/1111] lr: 5.000e-04, eta: 1:24:01, time: 0.525, data_time: 0.023, memory: 27319, loss_cls: 0.1803, loss_bbox: 0.4545, loss_obj: 0.0808, loss_l1: 0.0965, loss: 0.8121 2023-02-26 12:40:19,798 - mmdet - INFO - Epoch [293][750/1111] lr: 5.000e-04, eta: 1:23:31, time: 0.537, data_time: 0.024, memory: 27319, loss_cls: 0.1770, loss_bbox: 0.4442, loss_obj: 0.0809, loss_l1: 0.0978, loss: 0.7998 2023-02-26 12:40:49,472 - mmdet - INFO - Epoch [293][800/1111] lr: 5.000e-04, eta: 1:23:00, time: 0.593, data_time: 0.023, memory: 27319, loss_cls: 0.1733, loss_bbox: 0.4286, loss_obj: 0.0799, loss_l1: 0.0978, loss: 0.7796 2023-02-26 12:41:15,738 - mmdet - INFO - Epoch [293][850/1111] lr: 5.000e-04, eta: 1:22:29, time: 0.525, data_time: 0.026, memory: 27319, loss_cls: 0.1799, loss_bbox: 0.4524, loss_obj: 0.0841, loss_l1: 0.0954, loss: 0.8117 2023-02-26 12:41:43,213 - mmdet - INFO - Epoch [293][900/1111] lr: 5.000e-04, eta: 1:21:58, time: 0.549, data_time: 0.024, memory: 27319, loss_cls: 0.1737, loss_bbox: 0.4320, loss_obj: 0.0817, loss_l1: 0.0927, loss: 0.7801 2023-02-26 12:42:11,889 - mmdet - INFO - Epoch [293][950/1111] lr: 5.000e-04, eta: 1:21:27, time: 0.574, data_time: 0.024, memory: 27319, loss_cls: 0.1803, loss_bbox: 0.4532, loss_obj: 0.0841, loss_l1: 0.1028, loss: 0.8204 2023-02-26 12:42:41,463 - mmdet - INFO - Epoch [293][1000/1111] lr: 5.000e-04, eta: 1:20:56, time: 0.591, data_time: 0.024, memory: 27319, loss_cls: 0.1823, loss_bbox: 0.4608, loss_obj: 0.0913, loss_l1: 0.1019, loss: 0.8363 2023-02-26 12:43:11,826 - mmdet - INFO - Epoch [293][1050/1111] lr: 5.000e-04, eta: 1:20:25, time: 0.607, data_time: 0.024, memory: 27319, loss_cls: 0.1803, loss_bbox: 0.4519, loss_obj: 0.0887, loss_l1: 0.1032, loss: 0.8241 2023-02-26 12:43:44,456 - mmdet - INFO - Epoch [293][1100/1111] lr: 5.000e-04, eta: 1:19:55, time: 0.653, data_time: 0.023, memory: 27319, loss_cls: 0.1738, loss_bbox: 0.4326, loss_obj: 0.0868, loss_l1: 0.1011, loss: 0.7944 2023-02-26 12:46:30,043 - mmdet - INFO - Evaluating bbox... 2023-02-26 12:46:40,504 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.921 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.975 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.953 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.208 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.820 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.962 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.934 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.934 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.934 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.365 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.872 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.971 2023-02-26 12:46:41,191 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_292.pth was removed 2023-02-26 12:46:43,724 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_293.pth. 2023-02-26 12:46:43,725 - mmdet - INFO - Best bbox_mAP is 0.9213 at 293 epoch. 2023-02-26 12:46:43,725 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 12:46:43,725 - mmdet - INFO - Epoch(val) [293][4200] bbox_mAP: 0.9213, bbox_mAP_50: 0.9748, bbox_mAP_75: 0.9532, bbox_mAP_s: 0.2076, bbox_mAP_m: 0.8199, bbox_mAP_l: 0.9624, bbox_mAP_copypaste: 0.9213 0.9748 0.9532 0.2076 0.8199 0.9624 2023-02-26 12:47:16,478 - mmdet - INFO - Epoch [294][50/1111] lr: 5.000e-04, eta: 1:19:17, time: 0.654, data_time: 0.098, memory: 27319, loss_cls: 0.1785, loss_bbox: 0.4481, loss_obj: 0.0795, loss_l1: 0.0997, loss: 0.8058 2023-02-26 12:47:41,665 - mmdet - INFO - Epoch [294][100/1111] lr: 5.000e-04, eta: 1:18:46, time: 0.504, data_time: 0.024, memory: 27319, loss_cls: 0.1826, loss_bbox: 0.4622, loss_obj: 0.0902, loss_l1: 0.0980, loss: 0.8331 2023-02-26 12:48:10,414 - mmdet - INFO - Epoch [294][150/1111] lr: 5.000e-04, eta: 1:18:15, time: 0.575, data_time: 0.028, memory: 27319, loss_cls: 0.1776, loss_bbox: 0.4432, loss_obj: 0.0819, loss_l1: 0.0978, loss: 0.8006 2023-02-26 12:48:42,137 - mmdet - INFO - Epoch [294][200/1111] lr: 5.000e-04, eta: 1:17:45, time: 0.634, data_time: 0.024, memory: 27319, loss_cls: 0.1768, loss_bbox: 0.4428, loss_obj: 0.0770, loss_l1: 0.1015, loss: 0.7980 2023-02-26 12:49:07,659 - mmdet - INFO - Epoch [294][250/1111] lr: 5.000e-04, eta: 1:17:14, time: 0.510, data_time: 0.028, memory: 27319, loss_cls: 0.1832, loss_bbox: 0.4629, loss_obj: 0.0866, loss_l1: 0.0994, loss: 0.8320 2023-02-26 12:49:37,339 - mmdet - INFO - Epoch [294][300/1111] lr: 5.000e-04, eta: 1:16:43, time: 0.594, data_time: 0.024, memory: 27319, loss_cls: 0.1763, loss_bbox: 0.4396, loss_obj: 0.0843, loss_l1: 0.0970, loss: 0.7972 2023-02-26 12:50:04,101 - mmdet - INFO - Epoch [294][350/1111] lr: 5.000e-04, eta: 1:16:12, time: 0.535, data_time: 0.029, memory: 27319, loss_cls: 0.1787, loss_bbox: 0.4508, loss_obj: 0.0882, loss_l1: 0.0954, loss: 0.8131 2023-02-26 12:50:32,172 - mmdet - INFO - Epoch [294][400/1111] lr: 5.000e-04, eta: 1:15:41, time: 0.561, data_time: 0.024, memory: 27319, loss_cls: 0.1793, loss_bbox: 0.4489, loss_obj: 0.0801, loss_l1: 0.0982, loss: 0.8065 2023-02-26 12:51:00,448 - mmdet - INFO - Epoch [294][450/1111] lr: 5.000e-04, eta: 1:15:10, time: 0.565, data_time: 0.027, memory: 27319, loss_cls: 0.1786, loss_bbox: 0.4482, loss_obj: 0.0816, loss_l1: 0.0996, loss: 0.8080 2023-02-26 12:51:29,577 - mmdet - INFO - Epoch [294][500/1111] lr: 5.000e-04, eta: 1:14:39, time: 0.583, data_time: 0.022, memory: 27319, loss_cls: 0.1788, loss_bbox: 0.4487, loss_obj: 0.0816, loss_l1: 0.1001, loss: 0.8093 2023-02-26 12:52:02,711 - mmdet - INFO - Epoch [294][550/1111] lr: 5.000e-04, eta: 1:14:09, time: 0.663, data_time: 0.028, memory: 27319, loss_cls: 0.1722, loss_bbox: 0.4263, loss_obj: 0.0844, loss_l1: 0.1031, loss: 0.7859 2023-02-26 12:52:35,388 - mmdet - INFO - Epoch [294][600/1111] lr: 5.000e-04, eta: 1:13:38, time: 0.654, data_time: 0.024, memory: 27319, loss_cls: 0.1766, loss_bbox: 0.4415, loss_obj: 0.0878, loss_l1: 0.1027, loss: 0.8087 2023-02-26 12:53:04,433 - mmdet - INFO - Epoch [294][650/1111] lr: 5.000e-04, eta: 1:13:07, time: 0.581, data_time: 0.029, memory: 27319, loss_cls: 0.1795, loss_bbox: 0.4529, loss_obj: 0.0919, loss_l1: 0.0998, loss: 0.8240 2023-02-26 12:53:29,062 - mmdet - INFO - Epoch [294][700/1111] lr: 5.000e-04, eta: 1:12:36, time: 0.493, data_time: 0.025, memory: 27319, loss_cls: 0.1845, loss_bbox: 0.4674, loss_obj: 0.0863, loss_l1: 0.0978, loss: 0.8361 2023-02-26 12:53:57,103 - mmdet - INFO - Epoch [294][750/1111] lr: 5.000e-04, eta: 1:12:05, time: 0.561, data_time: 0.025, memory: 27319, loss_cls: 0.1797, loss_bbox: 0.4512, loss_obj: 0.0773, loss_l1: 0.1005, loss: 0.8087 2023-02-26 12:54:22,484 - mmdet - INFO - Epoch [294][800/1111] lr: 5.000e-04, eta: 1:11:35, time: 0.508, data_time: 0.025, memory: 27319, loss_cls: 0.1856, loss_bbox: 0.4711, loss_obj: 0.0888, loss_l1: 0.1007, loss: 0.8463 2023-02-26 12:54:53,107 - mmdet - INFO - Epoch [294][850/1111] lr: 5.000e-04, eta: 1:11:04, time: 0.612, data_time: 0.030, memory: 27319, loss_cls: 0.1783, loss_bbox: 0.4478, loss_obj: 0.0870, loss_l1: 0.1029, loss: 0.8159 2023-02-26 12:55:21,042 - mmdet - INFO - Epoch [294][900/1111] lr: 5.000e-04, eta: 1:10:33, time: 0.559, data_time: 0.024, memory: 27319, loss_cls: 0.1771, loss_bbox: 0.4418, loss_obj: 0.0798, loss_l1: 0.0991, loss: 0.7978 2023-02-26 12:55:49,967 - mmdet - INFO - Epoch [294][950/1111] lr: 5.000e-04, eta: 1:10:02, time: 0.578, data_time: 0.026, memory: 27319, loss_cls: 0.1791, loss_bbox: 0.4504, loss_obj: 0.0889, loss_l1: 0.1004, loss: 0.8187 2023-02-26 12:56:20,041 - mmdet - INFO - Epoch [294][1000/1111] lr: 5.000e-04, eta: 1:09:31, time: 0.601, data_time: 0.024, memory: 27319, loss_cls: 0.1781, loss_bbox: 0.4489, loss_obj: 0.0870, loss_l1: 0.1005, loss: 0.8145 2023-02-26 12:56:51,141 - mmdet - INFO - Epoch [294][1050/1111] lr: 5.000e-04, eta: 1:09:01, time: 0.622, data_time: 0.027, memory: 27319, loss_cls: 0.1711, loss_bbox: 0.4228, loss_obj: 0.0740, loss_l1: 0.0979, loss: 0.7659 2023-02-26 12:57:13,557 - mmdet - INFO - Epoch [294][1100/1111] lr: 5.000e-04, eta: 1:08:30, time: 0.448, data_time: 0.024, memory: 27319, loss_cls: 0.1864, loss_bbox: 0.4769, loss_obj: 0.0878, loss_l1: 0.0972, loss: 0.8484 2023-02-26 12:59:59,377 - mmdet - INFO - Evaluating bbox... 2023-02-26 13:00:09,181 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.922 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.975 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.953 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.219 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.821 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.962 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.934 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.934 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.934 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.371 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.872 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.971 2023-02-26 13:00:11,964 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_293.pth was removed 2023-02-26 13:00:14,519 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_294.pth. 2023-02-26 13:00:14,520 - mmdet - INFO - Best bbox_mAP is 0.9215 at 294 epoch. 2023-02-26 13:00:14,520 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 13:00:14,520 - mmdet - INFO - Epoch(val) [294][4200] bbox_mAP: 0.9215, bbox_mAP_50: 0.9750, bbox_mAP_75: 0.9534, bbox_mAP_s: 0.2188, bbox_mAP_m: 0.8211, bbox_mAP_l: 0.9625, bbox_mAP_copypaste: 0.9215 0.9750 0.9534 0.2188 0.8211 0.9625 2023-02-26 13:00:46,876 - mmdet - INFO - Epoch [295][50/1111] lr: 5.000e-04, eta: 1:07:52, time: 0.646, data_time: 0.105, memory: 27319, loss_cls: 0.1848, loss_bbox: 0.4700, loss_obj: 0.0880, loss_l1: 0.1032, loss: 0.8460 2023-02-26 13:01:11,409 - mmdet - INFO - Epoch [295][100/1111] lr: 5.000e-04, eta: 1:07:21, time: 0.491, data_time: 0.026, memory: 27319, loss_cls: 0.1814, loss_bbox: 0.4589, loss_obj: 0.0830, loss_l1: 0.0958, loss: 0.8191 2023-02-26 13:01:39,908 - mmdet - INFO - Epoch [295][150/1111] lr: 5.000e-04, eta: 1:06:50, time: 0.570, data_time: 0.024, memory: 27319, loss_cls: 0.1780, loss_bbox: 0.4451, loss_obj: 0.0819, loss_l1: 0.0974, loss: 0.8024 2023-02-26 13:02:07,214 - mmdet - INFO - Epoch [295][200/1111] lr: 5.000e-04, eta: 1:06:19, time: 0.546, data_time: 0.027, memory: 27319, loss_cls: 0.1744, loss_bbox: 0.4350, loss_obj: 0.0742, loss_l1: 0.0940, loss: 0.7776 2023-02-26 13:02:36,020 - mmdet - INFO - Epoch [295][250/1111] lr: 5.000e-04, eta: 1:05:49, time: 0.576, data_time: 0.025, memory: 27319, loss_cls: 0.1761, loss_bbox: 0.4401, loss_obj: 0.0841, loss_l1: 0.0967, loss: 0.7972 2023-02-26 13:03:08,520 - mmdet - INFO - Epoch [295][300/1111] lr: 5.000e-04, eta: 1:05:18, time: 0.650, data_time: 0.027, memory: 27319, loss_cls: 0.1714, loss_bbox: 0.4254, loss_obj: 0.0857, loss_l1: 0.0999, loss: 0.7824 2023-02-26 13:03:37,400 - mmdet - INFO - Epoch [295][350/1111] lr: 5.000e-04, eta: 1:04:47, time: 0.578, data_time: 0.024, memory: 27319, loss_cls: 0.1733, loss_bbox: 0.4316, loss_obj: 0.0808, loss_l1: 0.0981, loss: 0.7839 2023-02-26 13:04:06,176 - mmdet - INFO - Epoch [295][400/1111] lr: 5.000e-04, eta: 1:04:16, time: 0.575, data_time: 0.028, memory: 27319, loss_cls: 0.1821, loss_bbox: 0.4584, loss_obj: 0.0865, loss_l1: 0.1003, loss: 0.8274 2023-02-26 13:04:38,126 - mmdet - INFO - Epoch [295][450/1111] lr: 5.000e-04, eta: 1:03:45, time: 0.639, data_time: 0.022, memory: 27319, loss_cls: 0.1768, loss_bbox: 0.4406, loss_obj: 0.0783, loss_l1: 0.1039, loss: 0.7997 2023-02-26 13:05:08,800 - mmdet - INFO - Epoch [295][500/1111] lr: 5.000e-04, eta: 1:03:15, time: 0.613, data_time: 0.025, memory: 27319, loss_cls: 0.1822, loss_bbox: 0.4590, loss_obj: 0.0834, loss_l1: 0.1049, loss: 0.8296 2023-02-26 13:05:40,837 - mmdet - INFO - Epoch [295][550/1111] lr: 5.000e-04, eta: 1:02:44, time: 0.641, data_time: 0.024, memory: 27319, loss_cls: 0.1815, loss_bbox: 0.4573, loss_obj: 0.0876, loss_l1: 0.1079, loss: 0.8343 2023-02-26 13:06:10,127 - mmdet - INFO - Epoch [295][600/1111] lr: 5.000e-04, eta: 1:02:13, time: 0.586, data_time: 0.028, memory: 27319, loss_cls: 0.1815, loss_bbox: 0.4571, loss_obj: 0.0920, loss_l1: 0.1040, loss: 0.8347 2023-02-26 13:06:38,399 - mmdet - INFO - Epoch [295][650/1111] lr: 5.000e-04, eta: 1:01:42, time: 0.565, data_time: 0.025, memory: 27319, loss_cls: 0.1810, loss_bbox: 0.4554, loss_obj: 0.0777, loss_l1: 0.1009, loss: 0.8150 2023-02-26 13:07:07,333 - mmdet - INFO - Epoch [295][700/1111] lr: 5.000e-04, eta: 1:01:11, time: 0.579, data_time: 0.025, memory: 27319, loss_cls: 0.1838, loss_bbox: 0.4662, loss_obj: 0.0863, loss_l1: 0.1059, loss: 0.8422 2023-02-26 13:07:31,640 - mmdet - INFO - Epoch [295][750/1111] lr: 5.000e-04, eta: 1:00:41, time: 0.486, data_time: 0.029, memory: 27319, loss_cls: 0.1855, loss_bbox: 0.4701, loss_obj: 0.0787, loss_l1: 0.0975, loss: 0.8318 2023-02-26 13:08:02,547 - mmdet - INFO - Epoch [295][800/1111] lr: 5.000e-04, eta: 1:00:10, time: 0.618, data_time: 0.024, memory: 27319, loss_cls: 0.1800, loss_bbox: 0.4537, loss_obj: 0.0851, loss_l1: 0.1082, loss: 0.8270 2023-02-26 13:08:32,767 - mmdet - INFO - Epoch [295][850/1111] lr: 5.000e-04, eta: 0:59:39, time: 0.604, data_time: 0.027, memory: 27319, loss_cls: 0.1763, loss_bbox: 0.4391, loss_obj: 0.0882, loss_l1: 0.1040, loss: 0.8076 2023-02-26 13:08:59,856 - mmdet - INFO - Epoch [295][900/1111] lr: 5.000e-04, eta: 0:59:08, time: 0.542, data_time: 0.025, memory: 27319, loss_cls: 0.1822, loss_bbox: 0.4583, loss_obj: 0.0824, loss_l1: 0.1006, loss: 0.8235 2023-02-26 13:09:27,143 - mmdet - INFO - Epoch [295][950/1111] lr: 5.000e-04, eta: 0:58:37, time: 0.546, data_time: 0.027, memory: 27319, loss_cls: 0.1797, loss_bbox: 0.4499, loss_obj: 0.0851, loss_l1: 0.0992, loss: 0.8138 2023-02-26 13:10:01,422 - mmdet - INFO - Epoch [295][1000/1111] lr: 5.000e-04, eta: 0:58:07, time: 0.686, data_time: 0.048, memory: 27319, loss_cls: 0.1737, loss_bbox: 0.4286, loss_obj: 0.0815, loss_l1: 0.1041, loss: 0.7878 2023-02-26 13:10:36,255 - mmdet - INFO - Epoch [295][1050/1111] lr: 5.000e-04, eta: 0:57:36, time: 0.697, data_time: 0.027, memory: 27319, loss_cls: 0.1748, loss_bbox: 0.4349, loss_obj: 0.0797, loss_l1: 0.1048, loss: 0.7943 2023-02-26 13:11:03,448 - mmdet - INFO - Epoch [295][1100/1111] lr: 5.000e-04, eta: 0:57:05, time: 0.544, data_time: 0.023, memory: 27319, loss_cls: 0.1759, loss_bbox: 0.4402, loss_obj: 0.0842, loss_l1: 0.0964, loss: 0.7966 2023-02-26 13:13:51,211 - mmdet - INFO - Evaluating bbox... 2023-02-26 13:14:01,077 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.921 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.975 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.945 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.228 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.822 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.963 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.934 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.934 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.934 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.377 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.873 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.971 2023-02-26 13:14:04,092 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 13:14:04,092 - mmdet - INFO - Epoch(val) [295][4200] bbox_mAP: 0.9209, bbox_mAP_50: 0.9751, bbox_mAP_75: 0.9453, bbox_mAP_s: 0.2284, bbox_mAP_m: 0.8224, bbox_mAP_l: 0.9626, bbox_mAP_copypaste: 0.9209 0.9751 0.9453 0.2284 0.8224 0.9626 2023-02-26 13:14:34,999 - mmdet - INFO - Epoch [296][50/1111] lr: 5.000e-04, eta: 0:56:27, time: 0.617, data_time: 0.104, memory: 27319, loss_cls: 0.1806, loss_bbox: 0.4539, loss_obj: 0.0851, loss_l1: 0.0974, loss: 0.8171 2023-02-26 13:15:02,511 - mmdet - INFO - Epoch [296][100/1111] lr: 5.000e-04, eta: 0:55:57, time: 0.550, data_time: 0.027, memory: 27319, loss_cls: 0.1773, loss_bbox: 0.4407, loss_obj: 0.0815, loss_l1: 0.0966, loss: 0.7961 2023-02-26 13:15:30,072 - mmdet - INFO - Epoch [296][150/1111] lr: 5.000e-04, eta: 0:55:26, time: 0.551, data_time: 0.024, memory: 27319, loss_cls: 0.1782, loss_bbox: 0.4461, loss_obj: 0.0719, loss_l1: 0.0971, loss: 0.7933 2023-02-26 13:16:01,755 - mmdet - INFO - Epoch [296][200/1111] lr: 5.000e-04, eta: 0:54:55, time: 0.634, data_time: 0.029, memory: 27319, loss_cls: 0.1742, loss_bbox: 0.4314, loss_obj: 0.0771, loss_l1: 0.1005, loss: 0.7831 2023-02-26 13:16:31,441 - mmdet - INFO - Epoch [296][250/1111] lr: 5.000e-04, eta: 0:54:24, time: 0.594, data_time: 0.025, memory: 27319, loss_cls: 0.1805, loss_bbox: 0.4519, loss_obj: 0.0880, loss_l1: 0.1032, loss: 0.8236 2023-02-26 13:17:02,615 - mmdet - INFO - Epoch [296][300/1111] lr: 5.000e-04, eta: 0:53:53, time: 0.623, data_time: 0.028, memory: 27319, loss_cls: 0.1794, loss_bbox: 0.4494, loss_obj: 0.0871, loss_l1: 0.1075, loss: 0.8234 2023-02-26 13:17:32,583 - mmdet - INFO - Epoch [296][350/1111] lr: 5.000e-04, eta: 0:53:23, time: 0.599, data_time: 0.025, memory: 27319, loss_cls: 0.1783, loss_bbox: 0.4480, loss_obj: 0.0850, loss_l1: 0.1029, loss: 0.8142 2023-02-26 13:18:05,351 - mmdet - INFO - Epoch [296][400/1111] lr: 5.000e-04, eta: 0:52:52, time: 0.655, data_time: 0.029, memory: 27319, loss_cls: 0.1748, loss_bbox: 0.4359, loss_obj: 0.0791, loss_l1: 0.1029, loss: 0.7927 2023-02-26 13:18:33,201 - mmdet - INFO - Epoch [296][450/1111] lr: 5.000e-04, eta: 0:52:21, time: 0.557, data_time: 0.026, memory: 27319, loss_cls: 0.1795, loss_bbox: 0.4502, loss_obj: 0.0884, loss_l1: 0.1004, loss: 0.8185 2023-02-26 13:18:58,428 - mmdet - INFO - Epoch [296][500/1111] lr: 5.000e-04, eta: 0:51:50, time: 0.504, data_time: 0.025, memory: 27319, loss_cls: 0.1812, loss_bbox: 0.4553, loss_obj: 0.0909, loss_l1: 0.0961, loss: 0.8235 2023-02-26 13:19:24,356 - mmdet - INFO - Epoch [296][550/1111] lr: 5.000e-04, eta: 0:51:19, time: 0.519, data_time: 0.028, memory: 27319, loss_cls: 0.1847, loss_bbox: 0.4686, loss_obj: 0.0880, loss_l1: 0.1002, loss: 0.8415 2023-02-26 13:19:49,163 - mmdet - INFO - Epoch [296][600/1111] lr: 5.000e-04, eta: 0:50:49, time: 0.496, data_time: 0.023, memory: 27319, loss_cls: 0.1844, loss_bbox: 0.4684, loss_obj: 0.0854, loss_l1: 0.0976, loss: 0.8358 2023-02-26 13:20:16,298 - mmdet - INFO - Epoch [296][650/1111] lr: 5.000e-04, eta: 0:50:18, time: 0.543, data_time: 0.029, memory: 27319, loss_cls: 0.1798, loss_bbox: 0.4511, loss_obj: 0.0731, loss_l1: 0.0981, loss: 0.8021 2023-02-26 13:20:50,228 - mmdet - INFO - Epoch [296][700/1111] lr: 5.000e-04, eta: 0:49:47, time: 0.678, data_time: 0.023, memory: 27319, loss_cls: 0.1717, loss_bbox: 0.4233, loss_obj: 0.0788, loss_l1: 0.1017, loss: 0.7754 2023-02-26 13:21:16,801 - mmdet - INFO - Epoch [296][750/1111] lr: 5.000e-04, eta: 0:49:16, time: 0.532, data_time: 0.029, memory: 27319, loss_cls: 0.1792, loss_bbox: 0.4497, loss_obj: 0.0814, loss_l1: 0.0960, loss: 0.8063 2023-02-26 13:21:46,430 - mmdet - INFO - Epoch [296][800/1111] lr: 5.000e-04, eta: 0:48:45, time: 0.593, data_time: 0.021, memory: 27319, loss_cls: 0.1749, loss_bbox: 0.4343, loss_obj: 0.0816, loss_l1: 0.0976, loss: 0.7884 2023-02-26 13:22:14,946 - mmdet - INFO - Epoch [296][850/1111] lr: 5.000e-04, eta: 0:48:15, time: 0.570, data_time: 0.027, memory: 27319, loss_cls: 0.1792, loss_bbox: 0.4490, loss_obj: 0.0763, loss_l1: 0.0977, loss: 0.8022 2023-02-26 13:22:42,161 - mmdet - INFO - Epoch [296][900/1111] lr: 5.000e-04, eta: 0:47:44, time: 0.544, data_time: 0.025, memory: 27319, loss_cls: 0.1785, loss_bbox: 0.4469, loss_obj: 0.0825, loss_l1: 0.0958, loss: 0.8037 2023-02-26 13:23:09,742 - mmdet - INFO - Epoch [296][950/1111] lr: 5.000e-04, eta: 0:47:13, time: 0.551, data_time: 0.028, memory: 27319, loss_cls: 0.1808, loss_bbox: 0.4548, loss_obj: 0.0838, loss_l1: 0.0976, loss: 0.8169 2023-02-26 13:23:42,203 - mmdet - INFO - Epoch [296][1000/1111] lr: 5.000e-04, eta: 0:46:42, time: 0.650, data_time: 0.023, memory: 27319, loss_cls: 0.1725, loss_bbox: 0.4275, loss_obj: 0.0864, loss_l1: 0.1022, loss: 0.7886 2023-02-26 13:24:15,893 - mmdet - INFO - Epoch [296][1050/1111] lr: 5.000e-04, eta: 0:46:12, time: 0.674, data_time: 0.030, memory: 27319, loss_cls: 0.1762, loss_bbox: 0.4409, loss_obj: 0.0886, loss_l1: 0.1078, loss: 0.8135 2023-02-26 13:24:45,588 - mmdet - INFO - Epoch [296][1100/1111] lr: 5.000e-04, eta: 0:45:41, time: 0.594, data_time: 0.023, memory: 27319, loss_cls: 0.1756, loss_bbox: 0.4388, loss_obj: 0.0823, loss_l1: 0.0999, loss: 0.7967 2023-02-26 13:27:31,843 - mmdet - INFO - Evaluating bbox... 2023-02-26 13:27:41,545 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.923 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.975 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.954 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.236 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.824 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.964 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.935 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.935 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.935 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.384 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.873 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.972 2023-02-26 13:27:43,167 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_294.pth was removed 2023-02-26 13:27:45,932 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_296.pth. 2023-02-26 13:27:45,933 - mmdet - INFO - Best bbox_mAP is 0.9226 at 296 epoch. 2023-02-26 13:27:45,933 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 13:27:45,933 - mmdet - INFO - Epoch(val) [296][4200] bbox_mAP: 0.9226, bbox_mAP_50: 0.9752, bbox_mAP_75: 0.9535, bbox_mAP_s: 0.2363, bbox_mAP_m: 0.8236, bbox_mAP_l: 0.9635, bbox_mAP_copypaste: 0.9226 0.9752 0.9535 0.2363 0.8236 0.9635 2023-02-26 13:28:19,597 - mmdet - INFO - Epoch [297][50/1111] lr: 5.000e-04, eta: 0:45:03, time: 0.673, data_time: 0.108, memory: 27319, loss_cls: 0.1788, loss_bbox: 0.4484, loss_obj: 0.0780, loss_l1: 0.0996, loss: 0.8048 2023-02-26 13:28:51,191 - mmdet - INFO - Epoch [297][100/1111] lr: 5.000e-04, eta: 0:44:32, time: 0.632, data_time: 0.025, memory: 27319, loss_cls: 0.1754, loss_bbox: 0.4362, loss_obj: 0.0683, loss_l1: 0.1005, loss: 0.7804 2023-02-26 13:29:16,233 - mmdet - INFO - Epoch [297][150/1111] lr: 5.000e-04, eta: 0:44:02, time: 0.501, data_time: 0.031, memory: 27319, loss_cls: 0.1841, loss_bbox: 0.4677, loss_obj: 0.0907, loss_l1: 0.0995, loss: 0.8420 2023-02-26 13:29:43,128 - mmdet - INFO - Epoch [297][200/1111] lr: 5.000e-04, eta: 0:43:31, time: 0.538, data_time: 0.019, memory: 27319, loss_cls: 0.1819, loss_bbox: 0.4587, loss_obj: 0.0787, loss_l1: 0.1002, loss: 0.8195 2023-02-26 13:30:09,474 - mmdet - INFO - Epoch [297][250/1111] lr: 5.000e-04, eta: 0:43:00, time: 0.527, data_time: 0.024, memory: 27319, loss_cls: 0.1750, loss_bbox: 0.4346, loss_obj: 0.0790, loss_l1: 0.0954, loss: 0.7841 2023-02-26 13:30:38,970 - mmdet - INFO - Epoch [297][300/1111] lr: 5.000e-04, eta: 0:42:29, time: 0.590, data_time: 0.057, memory: 27319, loss_cls: 0.1800, loss_bbox: 0.4554, loss_obj: 0.0835, loss_l1: 0.1006, loss: 0.8194 2023-02-26 13:31:08,339 - mmdet - INFO - Epoch [297][350/1111] lr: 5.000e-04, eta: 0:41:58, time: 0.587, data_time: 0.024, memory: 27319, loss_cls: 0.1759, loss_bbox: 0.4367, loss_obj: 0.0843, loss_l1: 0.0982, loss: 0.7950 2023-02-26 13:31:39,486 - mmdet - INFO - Epoch [297][400/1111] lr: 5.000e-04, eta: 0:41:28, time: 0.623, data_time: 0.024, memory: 27319, loss_cls: 0.1758, loss_bbox: 0.4381, loss_obj: 0.0852, loss_l1: 0.1003, loss: 0.7994 2023-02-26 13:32:15,234 - mmdet - INFO - Epoch [297][450/1111] lr: 5.000e-04, eta: 0:40:57, time: 0.715, data_time: 0.024, memory: 27319, loss_cls: 0.1697, loss_bbox: 0.4158, loss_obj: 0.0752, loss_l1: 0.1010, loss: 0.7618 2023-02-26 13:32:45,556 - mmdet - INFO - Epoch [297][500/1111] lr: 5.000e-04, eta: 0:40:26, time: 0.606, data_time: 0.025, memory: 27319, loss_cls: 0.1732, loss_bbox: 0.4286, loss_obj: 0.0711, loss_l1: 0.0981, loss: 0.7710 2023-02-26 13:33:15,804 - mmdet - INFO - Epoch [297][550/1111] lr: 5.000e-04, eta: 0:39:55, time: 0.605, data_time: 0.024, memory: 27319, loss_cls: 0.1769, loss_bbox: 0.4443, loss_obj: 0.0840, loss_l1: 0.1016, loss: 0.8068 2023-02-26 13:33:41,326 - mmdet - INFO - Epoch [297][600/1111] lr: 5.000e-04, eta: 0:39:25, time: 0.510, data_time: 0.026, memory: 27319, loss_cls: 0.1784, loss_bbox: 0.4474, loss_obj: 0.0900, loss_l1: 0.0968, loss: 0.8126 2023-02-26 13:34:10,083 - mmdet - INFO - Epoch [297][650/1111] lr: 5.000e-04, eta: 0:38:54, time: 0.575, data_time: 0.024, memory: 27319, loss_cls: 0.1781, loss_bbox: 0.4449, loss_obj: 0.0825, loss_l1: 0.1008, loss: 0.8062 2023-02-26 13:34:35,900 - mmdet - INFO - Epoch [297][700/1111] lr: 5.000e-04, eta: 0:38:23, time: 0.516, data_time: 0.025, memory: 27319, loss_cls: 0.1807, loss_bbox: 0.4554, loss_obj: 0.0848, loss_l1: 0.0958, loss: 0.8168 2023-02-26 13:35:01,035 - mmdet - INFO - Epoch [297][750/1111] lr: 5.000e-04, eta: 0:37:52, time: 0.503, data_time: 0.024, memory: 27319, loss_cls: 0.1776, loss_bbox: 0.4430, loss_obj: 0.0777, loss_l1: 0.0941, loss: 0.7924 2023-02-26 13:35:31,057 - mmdet - INFO - Epoch [297][800/1111] lr: 5.000e-04, eta: 0:37:21, time: 0.600, data_time: 0.025, memory: 27319, loss_cls: 0.1746, loss_bbox: 0.4322, loss_obj: 0.0760, loss_l1: 0.0983, loss: 0.7811 2023-02-26 13:36:02,473 - mmdet - INFO - Epoch [297][850/1111] lr: 5.000e-04, eta: 0:36:51, time: 0.628, data_time: 0.024, memory: 27319, loss_cls: 0.1731, loss_bbox: 0.4294, loss_obj: 0.0718, loss_l1: 0.0988, loss: 0.7732 2023-02-26 13:36:31,440 - mmdet - INFO - Epoch [297][900/1111] lr: 5.000e-04, eta: 0:36:20, time: 0.579, data_time: 0.025, memory: 27319, loss_cls: 0.1784, loss_bbox: 0.4463, loss_obj: 0.0750, loss_l1: 0.0991, loss: 0.7988 2023-02-26 13:36:59,484 - mmdet - INFO - Epoch [297][950/1111] lr: 5.000e-04, eta: 0:35:49, time: 0.561, data_time: 0.025, memory: 27319, loss_cls: 0.1796, loss_bbox: 0.4529, loss_obj: 0.0870, loss_l1: 0.1007, loss: 0.8203 2023-02-26 13:37:26,140 - mmdet - INFO - Epoch [297][1000/1111] lr: 5.000e-04, eta: 0:35:18, time: 0.533, data_time: 0.023, memory: 27319, loss_cls: 0.1805, loss_bbox: 0.4564, loss_obj: 0.0843, loss_l1: 0.0991, loss: 0.8203 2023-02-26 13:37:59,458 - mmdet - INFO - Epoch [297][1050/1111] lr: 5.000e-04, eta: 0:34:47, time: 0.666, data_time: 0.023, memory: 27319, loss_cls: 0.1731, loss_bbox: 0.4312, loss_obj: 0.0767, loss_l1: 0.1053, loss: 0.7863 2023-02-26 13:38:29,668 - mmdet - INFO - Epoch [297][1100/1111] lr: 5.000e-04, eta: 0:34:17, time: 0.604, data_time: 0.022, memory: 27319, loss_cls: 0.1800, loss_bbox: 0.4555, loss_obj: 0.0906, loss_l1: 0.1040, loss: 0.8301 2023-02-26 13:41:19,535 - mmdet - INFO - Evaluating bbox... 2023-02-26 13:41:29,003 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.923 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.975 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.954 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.242 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.824 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.964 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.935 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.935 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.935 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.388 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.873 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.972 2023-02-26 13:41:30,030 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_296.pth was removed 2023-02-26 13:41:32,549 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_297.pth. 2023-02-26 13:41:32,550 - mmdet - INFO - Best bbox_mAP is 0.9228 at 297 epoch. 2023-02-26 13:41:32,550 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 13:41:32,550 - mmdet - INFO - Epoch(val) [297][4200] bbox_mAP: 0.9228, bbox_mAP_50: 0.9753, bbox_mAP_75: 0.9537, bbox_mAP_s: 0.2421, bbox_mAP_m: 0.8243, bbox_mAP_l: 0.9636, bbox_mAP_copypaste: 0.9228 0.9753 0.9537 0.2421 0.8243 0.9636 2023-02-26 13:42:06,641 - mmdet - INFO - Epoch [298][50/1111] lr: 5.000e-04, eta: 0:33:39, time: 0.681, data_time: 0.102, memory: 27319, loss_cls: 0.1743, loss_bbox: 0.4315, loss_obj: 0.0747, loss_l1: 0.0961, loss: 0.7765 2023-02-26 13:42:39,821 - mmdet - INFO - Epoch [298][100/1111] lr: 5.000e-04, eta: 0:33:08, time: 0.664, data_time: 0.022, memory: 27319, loss_cls: 0.1749, loss_bbox: 0.4357, loss_obj: 0.0755, loss_l1: 0.1042, loss: 0.7903 2023-02-26 13:43:05,728 - mmdet - INFO - Epoch [298][150/1111] lr: 5.000e-04, eta: 0:32:38, time: 0.518, data_time: 0.029, memory: 27319, loss_cls: 0.1874, loss_bbox: 0.4791, loss_obj: 0.0926, loss_l1: 0.1014, loss: 0.8605 2023-02-26 13:43:31,919 - mmdet - INFO - Epoch [298][200/1111] lr: 5.000e-04, eta: 0:32:07, time: 0.524, data_time: 0.023, memory: 27319, loss_cls: 0.1835, loss_bbox: 0.4640, loss_obj: 0.0851, loss_l1: 0.0995, loss: 0.8321 2023-02-26 13:44:03,319 - mmdet - INFO - Epoch [298][250/1111] lr: 5.000e-04, eta: 0:31:36, time: 0.628, data_time: 0.028, memory: 27319, loss_cls: 0.1754, loss_bbox: 0.4363, loss_obj: 0.0802, loss_l1: 0.1012, loss: 0.7931 2023-02-26 13:44:33,928 - mmdet - INFO - Epoch [298][300/1111] lr: 5.000e-04, eta: 0:31:05, time: 0.612, data_time: 0.023, memory: 27319, loss_cls: 0.1787, loss_bbox: 0.4465, loss_obj: 0.0837, loss_l1: 0.1030, loss: 0.8120 2023-02-26 13:45:00,062 - mmdet - INFO - Epoch [298][350/1111] lr: 5.000e-04, eta: 0:30:35, time: 0.523, data_time: 0.026, memory: 27319, loss_cls: 0.1851, loss_bbox: 0.4706, loss_obj: 0.0916, loss_l1: 0.0999, loss: 0.8472 2023-02-26 13:45:29,417 - mmdet - INFO - Epoch [298][400/1111] lr: 5.000e-04, eta: 0:30:04, time: 0.587, data_time: 0.023, memory: 27319, loss_cls: 0.1781, loss_bbox: 0.4463, loss_obj: 0.0761, loss_l1: 0.0979, loss: 0.7984 2023-02-26 13:45:57,314 - mmdet - INFO - Epoch [298][450/1111] lr: 5.000e-04, eta: 0:29:33, time: 0.558, data_time: 0.028, memory: 27319, loss_cls: 0.1795, loss_bbox: 0.4533, loss_obj: 0.0894, loss_l1: 0.0993, loss: 0.8214 2023-02-26 13:46:24,606 - mmdet - INFO - Epoch [298][500/1111] lr: 5.000e-04, eta: 0:29:02, time: 0.546, data_time: 0.025, memory: 27319, loss_cls: 0.1787, loss_bbox: 0.4456, loss_obj: 0.0811, loss_l1: 0.0979, loss: 0.8032 2023-02-26 13:46:55,789 - mmdet - INFO - Epoch [298][550/1111] lr: 5.000e-04, eta: 0:28:31, time: 0.624, data_time: 0.028, memory: 27319, loss_cls: 0.1785, loss_bbox: 0.4472, loss_obj: 0.0823, loss_l1: 0.1025, loss: 0.8105 2023-02-26 13:47:26,033 - mmdet - INFO - Epoch [298][600/1111] lr: 5.000e-04, eta: 0:28:01, time: 0.605, data_time: 0.024, memory: 27319, loss_cls: 0.1746, loss_bbox: 0.4356, loss_obj: 0.0759, loss_l1: 0.0997, loss: 0.7859 2023-02-26 13:47:56,511 - mmdet - INFO - Epoch [298][650/1111] lr: 5.000e-04, eta: 0:27:30, time: 0.610, data_time: 0.026, memory: 27319, loss_cls: 0.1746, loss_bbox: 0.4317, loss_obj: 0.0775, loss_l1: 0.1000, loss: 0.7838 2023-02-26 13:48:18,917 - mmdet - INFO - Epoch [298][700/1111] lr: 5.000e-04, eta: 0:26:59, time: 0.448, data_time: 0.025, memory: 27319, loss_cls: 0.1885, loss_bbox: 0.4834, loss_obj: 0.0887, loss_l1: 0.0979, loss: 0.8585 2023-02-26 13:48:47,985 - mmdet - INFO - Epoch [298][750/1111] lr: 5.000e-04, eta: 0:26:28, time: 0.581, data_time: 0.027, memory: 27319, loss_cls: 0.1767, loss_bbox: 0.4412, loss_obj: 0.0737, loss_l1: 0.1007, loss: 0.7923 2023-02-26 13:49:19,287 - mmdet - INFO - Epoch [298][800/1111] lr: 5.000e-04, eta: 0:25:58, time: 0.626, data_time: 0.024, memory: 27319, loss_cls: 0.1742, loss_bbox: 0.4318, loss_obj: 0.0818, loss_l1: 0.1005, loss: 0.7883 2023-02-26 13:49:50,392 - mmdet - INFO - Epoch [298][850/1111] lr: 5.000e-04, eta: 0:25:27, time: 0.622, data_time: 0.028, memory: 27319, loss_cls: 0.1750, loss_bbox: 0.4365, loss_obj: 0.0773, loss_l1: 0.1020, loss: 0.7908 2023-02-26 13:50:23,291 - mmdet - INFO - Epoch [298][900/1111] lr: 5.000e-04, eta: 0:24:56, time: 0.658, data_time: 0.028, memory: 27319, loss_cls: 0.1727, loss_bbox: 0.4274, loss_obj: 0.0695, loss_l1: 0.1022, loss: 0.7719 2023-02-26 13:50:52,618 - mmdet - INFO - Epoch [298][950/1111] lr: 5.000e-04, eta: 0:24:25, time: 0.587, data_time: 0.024, memory: 27319, loss_cls: 0.1780, loss_bbox: 0.4452, loss_obj: 0.0777, loss_l1: 0.0990, loss: 0.7999 2023-02-26 13:51:22,790 - mmdet - INFO - Epoch [298][1000/1111] lr: 5.000e-04, eta: 0:23:55, time: 0.603, data_time: 0.026, memory: 27319, loss_cls: 0.1720, loss_bbox: 0.4270, loss_obj: 0.0779, loss_l1: 0.0976, loss: 0.7745 2023-02-26 13:51:53,121 - mmdet - INFO - Epoch [298][1050/1111] lr: 5.000e-04, eta: 0:23:24, time: 0.607, data_time: 0.027, memory: 27319, loss_cls: 0.1747, loss_bbox: 0.4349, loss_obj: 0.0798, loss_l1: 0.0996, loss: 0.7890 2023-02-26 13:52:20,334 - mmdet - INFO - Epoch [298][1100/1111] lr: 5.000e-04, eta: 0:22:53, time: 0.544, data_time: 0.023, memory: 27319, loss_cls: 0.1786, loss_bbox: 0.4458, loss_obj: 0.0779, loss_l1: 0.0986, loss: 0.8009 2023-02-26 13:55:06,187 - mmdet - INFO - Evaluating bbox... 2023-02-26 13:55:16,651 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.923 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.975 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.954 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.248 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.825 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.963 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.935 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.935 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.935 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.391 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.874 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.972 2023-02-26 13:55:18,964 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_297.pth was removed 2023-02-26 13:55:21,519 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_298.pth. 2023-02-26 13:55:21,519 - mmdet - INFO - Best bbox_mAP is 0.9229 at 298 epoch. 2023-02-26 13:55:21,520 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 13:55:21,520 - mmdet - INFO - Epoch(val) [298][4200] bbox_mAP: 0.9229, bbox_mAP_50: 0.9754, bbox_mAP_75: 0.9539, bbox_mAP_s: 0.2477, bbox_mAP_m: 0.8250, bbox_mAP_l: 0.9627, bbox_mAP_copypaste: 0.9229 0.9754 0.9539 0.2477 0.8250 0.9627 2023-02-26 13:55:55,632 - mmdet - INFO - Epoch [299][50/1111] lr: 5.000e-04, eta: 0:22:15, time: 0.682, data_time: 0.103, memory: 27319, loss_cls: 0.1782, loss_bbox: 0.4474, loss_obj: 0.0856, loss_l1: 0.1006, loss: 0.8117 2023-02-26 13:56:25,286 - mmdet - INFO - Epoch [299][100/1111] lr: 5.000e-04, eta: 0:21:45, time: 0.593, data_time: 0.024, memory: 27319, loss_cls: 0.1719, loss_bbox: 0.4248, loss_obj: 0.0765, loss_l1: 0.0961, loss: 0.7693 2023-02-26 13:56:55,037 - mmdet - INFO - Epoch [299][150/1111] lr: 5.000e-04, eta: 0:21:14, time: 0.595, data_time: 0.028, memory: 27319, loss_cls: 0.1796, loss_bbox: 0.4529, loss_obj: 0.0902, loss_l1: 0.1004, loss: 0.8231 2023-02-26 13:57:24,055 - mmdet - INFO - Epoch [299][200/1111] lr: 5.000e-04, eta: 0:20:43, time: 0.580, data_time: 0.024, memory: 27319, loss_cls: 0.1761, loss_bbox: 0.4377, loss_obj: 0.0861, loss_l1: 0.0994, loss: 0.7993 2023-02-26 13:57:53,383 - mmdet - INFO - Epoch [299][250/1111] lr: 5.000e-04, eta: 0:20:12, time: 0.587, data_time: 0.028, memory: 27319, loss_cls: 0.1803, loss_bbox: 0.4517, loss_obj: 0.0865, loss_l1: 0.1023, loss: 0.8208 2023-02-26 13:58:18,949 - mmdet - INFO - Epoch [299][300/1111] lr: 5.000e-04, eta: 0:19:42, time: 0.511, data_time: 0.025, memory: 27319, loss_cls: 0.1801, loss_bbox: 0.4518, loss_obj: 0.0861, loss_l1: 0.0948, loss: 0.8128 2023-02-26 13:58:47,111 - mmdet - INFO - Epoch [299][350/1111] lr: 5.000e-04, eta: 0:19:11, time: 0.563, data_time: 0.029, memory: 27319, loss_cls: 0.1778, loss_bbox: 0.4484, loss_obj: 0.0789, loss_l1: 0.0986, loss: 0.8037 2023-02-26 13:59:17,089 - mmdet - INFO - Epoch [299][400/1111] lr: 5.000e-04, eta: 0:18:40, time: 0.599, data_time: 0.025, memory: 27319, loss_cls: 0.1749, loss_bbox: 0.4332, loss_obj: 0.0785, loss_l1: 0.0983, loss: 0.7850 2023-02-26 13:59:54,510 - mmdet - INFO - Epoch [299][450/1111] lr: 5.000e-04, eta: 0:18:09, time: 0.748, data_time: 0.028, memory: 27319, loss_cls: 0.1697, loss_bbox: 0.4174, loss_obj: 0.0791, loss_l1: 0.1066, loss: 0.7728 2023-02-26 14:00:26,041 - mmdet - INFO - Epoch [299][500/1111] lr: 5.000e-04, eta: 0:17:39, time: 0.631, data_time: 0.026, memory: 27319, loss_cls: 0.1773, loss_bbox: 0.4423, loss_obj: 0.0812, loss_l1: 0.1027, loss: 0.8035 2023-02-26 14:00:51,696 - mmdet - INFO - Epoch [299][550/1111] lr: 5.000e-04, eta: 0:17:08, time: 0.513, data_time: 0.028, memory: 27319, loss_cls: 0.1855, loss_bbox: 0.4712, loss_obj: 0.0879, loss_l1: 0.0967, loss: 0.8413 2023-02-26 14:01:24,076 - mmdet - INFO - Epoch [299][600/1111] lr: 5.000e-04, eta: 0:16:37, time: 0.648, data_time: 0.024, memory: 27319, loss_cls: 0.1749, loss_bbox: 0.4350, loss_obj: 0.0853, loss_l1: 0.1039, loss: 0.7992 2023-02-26 14:01:49,069 - mmdet - INFO - Epoch [299][650/1111] lr: 5.000e-04, eta: 0:16:06, time: 0.500, data_time: 0.027, memory: 27319, loss_cls: 0.1805, loss_bbox: 0.4543, loss_obj: 0.0766, loss_l1: 0.0973, loss: 0.8086 2023-02-26 14:02:18,927 - mmdet - INFO - Epoch [299][700/1111] lr: 5.000e-04, eta: 0:15:36, time: 0.597, data_time: 0.024, memory: 27319, loss_cls: 0.1771, loss_bbox: 0.4438, loss_obj: 0.0818, loss_l1: 0.0987, loss: 0.8014 2023-02-26 14:02:49,679 - mmdet - INFO - Epoch [299][750/1111] lr: 5.000e-04, eta: 0:15:05, time: 0.615, data_time: 0.028, memory: 27319, loss_cls: 0.1746, loss_bbox: 0.4350, loss_obj: 0.0739, loss_l1: 0.0993, loss: 0.7828 2023-02-26 14:03:23,553 - mmdet - INFO - Epoch [299][800/1111] lr: 5.000e-04, eta: 0:14:34, time: 0.677, data_time: 0.024, memory: 27319, loss_cls: 0.1715, loss_bbox: 0.4213, loss_obj: 0.0799, loss_l1: 0.0987, loss: 0.7713 2023-02-26 14:03:51,528 - mmdet - INFO - Epoch [299][850/1111] lr: 5.000e-04, eta: 0:14:03, time: 0.560, data_time: 0.028, memory: 27319, loss_cls: 0.1813, loss_bbox: 0.4576, loss_obj: 0.0907, loss_l1: 0.1017, loss: 0.8313 2023-02-26 14:04:23,721 - mmdet - INFO - Epoch [299][900/1111] lr: 5.000e-04, eta: 0:13:33, time: 0.644, data_time: 0.024, memory: 27319, loss_cls: 0.1742, loss_bbox: 0.4342, loss_obj: 0.0829, loss_l1: 0.1020, loss: 0.7934 2023-02-26 14:04:52,952 - mmdet - INFO - Epoch [299][950/1111] lr: 5.000e-04, eta: 0:13:02, time: 0.585, data_time: 0.027, memory: 27319, loss_cls: 0.1799, loss_bbox: 0.4521, loss_obj: 0.0787, loss_l1: 0.1018, loss: 0.8125 2023-02-26 14:05:23,279 - mmdet - INFO - Epoch [299][1000/1111] lr: 5.000e-04, eta: 0:12:31, time: 0.606, data_time: 0.023, memory: 27319, loss_cls: 0.1761, loss_bbox: 0.4394, loss_obj: 0.0859, loss_l1: 0.0999, loss: 0.8013 2023-02-26 14:05:49,925 - mmdet - INFO - Epoch [299][1050/1111] lr: 5.000e-04, eta: 0:12:00, time: 0.533, data_time: 0.029, memory: 27319, loss_cls: 0.1777, loss_bbox: 0.4457, loss_obj: 0.0771, loss_l1: 0.0974, loss: 0.7979 2023-02-26 14:06:17,701 - mmdet - INFO - Epoch [299][1100/1111] lr: 5.000e-04, eta: 0:11:30, time: 0.555, data_time: 0.023, memory: 27319, loss_cls: 0.1758, loss_bbox: 0.4394, loss_obj: 0.0789, loss_l1: 0.0974, loss: 0.7916 2023-02-26 14:09:00,828 - mmdet - INFO - Evaluating bbox... 2023-02-26 14:09:10,453 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.924 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.975 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.954 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.249 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.826 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.964 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.935 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.935 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.935 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.394 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.874 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.972 2023-02-26 14:09:15,065 - mmdet - INFO - The previous best checkpoint /data/cvprw/AIC23/detect/experiments/yolox/best_bbox_mAP_epoch_298.pth was removed 2023-02-26 14:09:17,500 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_299.pth. 2023-02-26 14:09:17,501 - mmdet - INFO - Best bbox_mAP is 0.9239 at 299 epoch. 2023-02-26 14:09:17,501 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 14:09:17,501 - mmdet - INFO - Epoch(val) [299][4200] bbox_mAP: 0.9239, bbox_mAP_50: 0.9754, bbox_mAP_75: 0.9541, bbox_mAP_s: 0.2493, bbox_mAP_m: 0.8256, bbox_mAP_l: 0.9637, bbox_mAP_copypaste: 0.9239 0.9754 0.9541 0.2493 0.8256 0.9637 2023-02-26 14:09:51,476 - mmdet - INFO - Epoch [300][50/1111] lr: 5.000e-04, eta: 0:10:52, time: 0.679, data_time: 0.123, memory: 27319, loss_cls: 0.1720, loss_bbox: 0.4260, loss_obj: 0.0790, loss_l1: 0.0965, loss: 0.7735 2023-02-26 14:10:18,610 - mmdet - INFO - Epoch [300][100/1111] lr: 5.000e-04, eta: 0:10:21, time: 0.542, data_time: 0.020, memory: 27319, loss_cls: 0.1772, loss_bbox: 0.4436, loss_obj: 0.0787, loss_l1: 0.0978, loss: 0.7974 2023-02-26 14:10:52,272 - mmdet - INFO - Epoch [300][150/1111] lr: 5.000e-04, eta: 0:09:51, time: 0.673, data_time: 0.025, memory: 27319, loss_cls: 0.1713, loss_bbox: 0.4220, loss_obj: 0.0736, loss_l1: 0.1007, loss: 0.7676 2023-02-26 14:11:23,006 - mmdet - INFO - Epoch [300][200/1111] lr: 5.000e-04, eta: 0:09:20, time: 0.615, data_time: 0.023, memory: 27319, loss_cls: 0.1760, loss_bbox: 0.4407, loss_obj: 0.0797, loss_l1: 0.1049, loss: 0.8013 2023-02-26 14:11:53,012 - mmdet - INFO - Epoch [300][250/1111] lr: 5.000e-04, eta: 0:08:49, time: 0.600, data_time: 0.025, memory: 27319, loss_cls: 0.1746, loss_bbox: 0.4326, loss_obj: 0.0748, loss_l1: 0.1004, loss: 0.7823 2023-02-26 14:12:22,061 - mmdet - INFO - Epoch [300][300/1111] lr: 5.000e-04, eta: 0:08:18, time: 0.581, data_time: 0.027, memory: 27319, loss_cls: 0.1751, loss_bbox: 0.4368, loss_obj: 0.0796, loss_l1: 0.0968, loss: 0.7882 2023-02-26 14:12:51,281 - mmdet - INFO - Epoch [300][350/1111] lr: 5.000e-04, eta: 0:07:48, time: 0.584, data_time: 0.024, memory: 27319, loss_cls: 0.1735, loss_bbox: 0.4307, loss_obj: 0.0792, loss_l1: 0.0985, loss: 0.7819 2023-02-26 14:13:21,306 - mmdet - INFO - Epoch [300][400/1111] lr: 5.000e-04, eta: 0:07:17, time: 0.600, data_time: 0.025, memory: 27319, loss_cls: 0.1719, loss_bbox: 0.4246, loss_obj: 0.0695, loss_l1: 0.0957, loss: 0.7617 2023-02-26 14:13:48,791 - mmdet - INFO - Epoch [300][450/1111] lr: 5.000e-04, eta: 0:06:46, time: 0.550, data_time: 0.025, memory: 27319, loss_cls: 0.1754, loss_bbox: 0.4357, loss_obj: 0.0775, loss_l1: 0.0965, loss: 0.7852 2023-02-26 14:14:18,511 - mmdet - INFO - Epoch [300][500/1111] lr: 5.000e-04, eta: 0:06:15, time: 0.594, data_time: 0.025, memory: 27319, loss_cls: 0.1754, loss_bbox: 0.4347, loss_obj: 0.0804, loss_l1: 0.0970, loss: 0.7875 2023-02-26 14:14:49,088 - mmdet - INFO - Epoch [300][550/1111] lr: 5.000e-04, eta: 0:05:44, time: 0.612, data_time: 0.026, memory: 27319, loss_cls: 0.1770, loss_bbox: 0.4405, loss_obj: 0.0773, loss_l1: 0.1010, loss: 0.7957 2023-02-26 14:15:19,296 - mmdet - INFO - Epoch [300][600/1111] lr: 5.000e-04, eta: 0:05:14, time: 0.604, data_time: 0.028, memory: 27319, loss_cls: 0.1747, loss_bbox: 0.4351, loss_obj: 0.0823, loss_l1: 0.1000, loss: 0.7921 2023-02-26 14:15:53,544 - mmdet - INFO - Epoch [300][650/1111] lr: 5.000e-04, eta: 0:04:43, time: 0.685, data_time: 0.025, memory: 27319, loss_cls: 0.1659, loss_bbox: 0.4037, loss_obj: 0.0709, loss_l1: 0.0969, loss: 0.7374 2023-02-26 14:16:22,220 - mmdet - INFO - Epoch [300][700/1111] lr: 5.000e-04, eta: 0:04:12, time: 0.573, data_time: 0.026, memory: 27319, loss_cls: 0.1789, loss_bbox: 0.4481, loss_obj: 0.0820, loss_l1: 0.0980, loss: 0.8070 2023-02-26 14:16:52,247 - mmdet - INFO - Epoch [300][750/1111] lr: 5.000e-04, eta: 0:03:42, time: 0.601, data_time: 0.027, memory: 27319, loss_cls: 0.1782, loss_bbox: 0.4468, loss_obj: 0.0945, loss_l1: 0.1034, loss: 0.8229 2023-02-26 14:17:19,709 - mmdet - INFO - Epoch [300][800/1111] lr: 5.000e-04, eta: 0:03:11, time: 0.549, data_time: 0.028, memory: 27319, loss_cls: 0.1806, loss_bbox: 0.4538, loss_obj: 0.0805, loss_l1: 0.0987, loss: 0.8135 2023-02-26 14:17:43,462 - mmdet - INFO - Epoch [300][850/1111] lr: 5.000e-04, eta: 0:02:40, time: 0.475, data_time: 0.025, memory: 27319, loss_cls: 0.1846, loss_bbox: 0.4665, loss_obj: 0.0835, loss_l1: 0.0962, loss: 0.8309 2023-02-26 14:18:11,763 - mmdet - INFO - Epoch [300][900/1111] lr: 5.000e-04, eta: 0:02:09, time: 0.566, data_time: 0.025, memory: 27319, loss_cls: 0.1801, loss_bbox: 0.4530, loss_obj: 0.0908, loss_l1: 0.0996, loss: 0.8235 2023-02-26 14:18:41,133 - mmdet - INFO - Epoch [300][950/1111] lr: 5.000e-04, eta: 0:01:39, time: 0.587, data_time: 0.025, memory: 27319, loss_cls: 0.1758, loss_bbox: 0.4387, loss_obj: 0.0830, loss_l1: 0.1027, loss: 0.8001 2023-02-26 14:19:10,069 - mmdet - INFO - Epoch [300][1000/1111] lr: 5.000e-04, eta: 0:01:08, time: 0.579, data_time: 0.025, memory: 27319, loss_cls: 0.1820, loss_bbox: 0.4613, loss_obj: 0.0903, loss_l1: 0.1027, loss: 0.8363 2023-02-26 14:19:41,492 - mmdet - INFO - Epoch [300][1050/1111] lr: 5.000e-04, eta: 0:00:37, time: 0.628, data_time: 0.025, memory: 27319, loss_cls: 0.1793, loss_bbox: 0.4507, loss_obj: 0.0822, loss_l1: 0.1046, loss: 0.8168 2023-02-26 14:20:07,542 - mmdet - INFO - Epoch [300][1100/1111] lr: 5.000e-04, eta: 0:00:06, time: 0.521, data_time: 0.026, memory: 27319, loss_cls: 0.1789, loss_bbox: 0.4468, loss_obj: 0.0791, loss_l1: 0.0972, loss: 0.8020 2023-02-26 14:20:12,256 - mmdet - INFO - Saving checkpoint at 300 epochs 2023-02-26 14:23:08,648 - mmdet - INFO - Evaluating bbox... 2023-02-26 14:23:16,225 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.923 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.976 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.954 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.253 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.826 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.963 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.935 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.935 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.935 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.393 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.873 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.972 2023-02-26 14:23:16,303 - mmdet - INFO - Exp name: yolox_x.py 2023-02-26 14:23:16,304 - mmdet - INFO - Epoch(val) [300][4200] bbox_mAP: 0.9231, bbox_mAP_50: 0.9755, bbox_mAP_75: 0.9541, bbox_mAP_s: 0.2531, bbox_mAP_m: 0.8263, bbox_mAP_l: 0.9628, bbox_mAP_copypaste: 0.9231 0.9755 0.9541 0.2531 0.8263 0.9628