2022-10-24 21:24:34,144 - mmdet - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.3 (default, Jan 22 2021, 20:04:44) [GCC 8.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: A100-SXM-80GB CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 11.3, V11.3.109 GCC: x86_64-linux-gnu-gcc (Debian 8.3.0-6) 8.3.0 PyTorch: 1.10.0 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v2.2.3 (Git Hash 7336ca9f055cf1bfa13efb658fe15dc9b41f0740) - OpenMP 201511 (a.k.a. OpenMP 4.5) - LAPACK is enabled (usually provided by MKL) - NNPACK is enabled - CPU capability usage: AVX512 - CUDA Runtime 11.3 - NVCC architecture flags: -gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 - CuDNN 8.2 - 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-variable -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=1.10.0, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, TorchVision: 0.11.1+cu113 OpenCV: 4.6.0 MMCV: 1.6.1 MMCV Compiler: GCC 9.3 MMCV CUDA Compiler: 11.3 MMDetection: 2.25.2+2abe369 ------------------------------------------------------------ 2022-10-24 21:24:34,432 - mmdet - INFO - Distributed training: True 2022-10-24 21:24:34,746 - mmdet - INFO - Config: model = dict( type='MaskRCNN', backbone=dict( type='ResNet', depth=50, num_stages=4, out_indices=(0, 1, 2, 3), frozen_stages=1, norm_cfg=dict(type='SyncBN', requires_grad=True), norm_eval=True, style='pytorch', init_cfg=dict(type='Pretrained', checkpoint='torchvision://resnet50')), neck=dict( type='FPN', in_channels=[256, 512, 1024, 2048], out_channels=256, num_outs=5, norm_cfg=dict(type='SyncBN', requires_grad=True)), rpn_head=dict( type='RPNHead', in_channels=256, feat_channels=256, anchor_generator=dict( type='AnchorGenerator', scales=[8], ratios=[0.5, 1.0, 2.0], strides=[4, 8, 16, 32, 64]), bbox_coder=dict( type='DeltaXYWHBBoxCoder', target_means=[0.0, 0.0, 0.0, 0.0], target_stds=[1.0, 1.0, 1.0, 1.0]), loss_cls=dict( type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), loss_bbox=dict(type='L1Loss', loss_weight=1.0)), roi_head=dict( type='StandardRoIHead', bbox_roi_extractor=dict( type='SingleRoIExtractor', roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), out_channels=256, featmap_strides=[4, 8, 16, 32]), bbox_head=dict( type='Shared4Conv1FCBBoxHead', in_channels=256, fc_out_channels=1024, roi_feat_size=7, num_classes=80, bbox_coder=dict( type='DeltaXYWHBBoxCoder', target_means=[0.0, 0.0, 0.0, 0.0], target_stds=[0.1, 0.1, 0.2, 0.2]), reg_class_agnostic=False, loss_cls=dict( type='CrossEntropyLoss', use_sigmoid=False, loss_weight=1.0), loss_bbox=dict(type='L1Loss', loss_weight=1.0)), mask_roi_extractor=None, mask_head=None), train_cfg=dict( rpn=dict( assigner=dict( type='MaxIoUAssigner', pos_iou_thr=0.7, neg_iou_thr=0.3, min_pos_iou=0.3, match_low_quality=True, ignore_iof_thr=-1), sampler=dict( type='RandomSampler', num=256, pos_fraction=0.5, neg_pos_ub=-1, add_gt_as_proposals=False), allowed_border=-1, pos_weight=-1, debug=False), rpn_proposal=dict( nms_pre=2000, max_per_img=1000, nms=dict(type='nms', iou_threshold=0.7), min_bbox_size=0), rcnn=dict( assigner=dict( type='MaxIoUAssigner', pos_iou_thr=0.5, neg_iou_thr=0.5, min_pos_iou=0.5, match_low_quality=True, ignore_iof_thr=-1), sampler=dict( type='RandomSampler', num=512, pos_fraction=0.25, neg_pos_ub=-1, add_gt_as_proposals=True), mask_size=28, pos_weight=-1, debug=False)), test_cfg=dict( rpn=dict( nms_pre=1000, max_per_img=1000, nms=dict(type='nms', iou_threshold=0.7), min_bbox_size=0), rcnn=dict( score_thr=0.05, nms=dict(type='nms', iou_threshold=0.5), max_per_img=100, mask_thr_binary=0.5))) dataset_type = 'CocoDataset' data_root = 'data/coco/' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) train_pipeline = [ dict(type='LoadImageFromFile'), dict(type='LoadAnnotations', with_bbox=True, with_mask=True), dict(type='Resize', img_scale=(1333, 800), keep_ratio=True), dict(type='RandomFlip', flip_ratio=0.5), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size_divisor=32), dict(type='DefaultFormatBundle'), dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) ] test_pipeline = [ dict(type='LoadImageFromFile'), dict( type='MultiScaleFlipAug', img_scale=(1333, 800), flip=False, transforms=[ dict(type='Resize', keep_ratio=True), dict(type='RandomFlip'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size_divisor=32), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ]) ] data = dict( samples_per_gpu=2, workers_per_gpu=2, train=dict( type='CocoDataset', ann_file='data/coco/annotations/instances_train2017.json', img_prefix='data/coco/train2017/', pipeline=[ dict(type='LoadImageFromFile'), dict(type='LoadAnnotations', with_bbox=True, with_mask=True), dict(type='Resize', img_scale=(1333, 800), keep_ratio=True), dict(type='RandomFlip', flip_ratio=0.5), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size_divisor=32), dict(type='DefaultFormatBundle'), dict( type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) ]), val=dict( type='CocoDataset', ann_file='data/coco/annotations/instances_val2017.json', img_prefix='data/coco/val2017/', pipeline=[ dict(type='LoadImageFromFile'), dict( type='MultiScaleFlipAug', img_scale=(1333, 800), flip=False, transforms=[ dict(type='Resize', keep_ratio=True), dict(type='RandomFlip'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size_divisor=32), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ]) ]), test=dict( type='CocoDataset', ann_file='data/coco/annotations/instances_val2017.json', img_prefix='data/coco/val2017/', pipeline=[ dict(type='LoadImageFromFile'), dict( type='MultiScaleFlipAug', img_scale=(1333, 800), flip=False, transforms=[ dict(type='Resize', keep_ratio=True), dict(type='RandomFlip'), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True), dict(type='Pad', size_divisor=32), dict(type='ImageToTensor', keys=['img']), dict(type='Collect', keys=['img']) ]) ])) evaluation = dict( metric='bbox', save_best='auto', gpu_collect=True, interval=1) optimizer = dict(type='SGD', lr=0.03, momentum=0.9, weight_decay=5e-05) optimizer_config = dict(grad_clip=None) lr_config = dict( policy='step', warmup='linear', warmup_iters=500, warmup_ratio=0.001, step=[8, 11]) runner = dict(type='EpochBasedRunner', max_epochs=12) checkpoint_config = dict(interval=1) log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) custom_hooks = [ dict(type='NumClassCheckHook'), dict( type='MMDetWandbHook', init_kwargs=dict(project='I2B', group='finetune'), interval=50, num_eval_images=0, log_checkpoint=False) ] dist_params = dict(backend='nccl') log_level = 'INFO' load_from = 'pretrain/selfsup_mask-rcnn_mstrain-soft-teacher_sampler-4096_temp0.5/keep_all.pth' resume_from = None workflow = [('train', 1)] opencv_num_threads = 0 mp_start_method = 'fork' auto_scale_lr = dict(enable=False, base_batch_size=16) custom_imports = None norm_cfg = dict(type='SyncBN', requires_grad=True) work_dir = 'work_dirs/finetune_faster-rcnn_1x_coco_lr3e-2_wd5e-5_keep-all' auto_resume = False gpu_ids = range(0, 8) 2022-10-24 21:24:34,747 - mmdet - INFO - Set random seed to 42, deterministic: False 2022-10-24 21:24:35,121 - mmdet - INFO - initialize ResNet with init_cfg {'type': 'Pretrained', 'checkpoint': 'torchvision://resnet50'} 2022-10-24 21:24:46,498 - mmdet - INFO - initialize FPN with init_cfg {'type': 'Xavier', 'layer': 'Conv2d', 'distribution': 'uniform'} 2022-10-24 21:24:46,521 - mmdet - INFO - initialize RPNHead with init_cfg {'type': 'Normal', 'layer': 'Conv2d', 'std': 0.01} 2022-10-24 21:24:46,527 - mmdet - INFO - initialize Shared4Conv1FCBBoxHead with init_cfg [{'type': 'Normal', 'std': 0.01, 'override': {'name': 'fc_cls'}}, {'type': 'Normal', 'std': 0.001, 'override': {'name': 'fc_reg'}}, {'type': 'Xavier', 'distribution': 'uniform', 'override': [{'name': 'shared_fcs'}, {'name': 'cls_fcs'}, {'name': 'reg_fcs'}]}] Name of parameter - Initialization information backbone.conv1.weight - torch.Size([64, 3, 7, 7]): PretrainedInit: load from torchvision://resnet50 backbone.bn1.weight - torch.Size([64]): PretrainedInit: load from torchvision://resnet50 backbone.bn1.bias - torch.Size([64]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.0.conv1.weight - torch.Size([64, 64, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.0.bn1.weight - torch.Size([64]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.0.bn1.bias - torch.Size([64]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.0.conv2.weight - torch.Size([64, 64, 3, 3]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.0.bn2.weight - torch.Size([64]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.0.bn2.bias - torch.Size([64]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.0.conv3.weight - torch.Size([256, 64, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.0.bn3.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.0.bn3.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.0.downsample.0.weight - torch.Size([256, 64, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.0.downsample.1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.0.downsample.1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.1.conv1.weight - torch.Size([64, 256, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.1.bn1.weight - torch.Size([64]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.1.bn1.bias - torch.Size([64]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.1.conv2.weight - torch.Size([64, 64, 3, 3]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.1.bn2.weight - torch.Size([64]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.1.bn2.bias - torch.Size([64]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.1.conv3.weight - torch.Size([256, 64, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.1.bn3.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.1.bn3.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.2.conv1.weight - torch.Size([64, 256, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.2.bn1.weight - torch.Size([64]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.2.bn1.bias - torch.Size([64]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.2.conv2.weight - torch.Size([64, 64, 3, 3]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.2.bn2.weight - torch.Size([64]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.2.bn2.bias - torch.Size([64]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.2.conv3.weight - torch.Size([256, 64, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.2.bn3.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer1.2.bn3.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.0.conv1.weight - torch.Size([128, 256, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.0.bn1.weight - torch.Size([128]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.0.bn1.bias - torch.Size([128]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.0.conv2.weight - torch.Size([128, 128, 3, 3]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.0.bn2.weight - torch.Size([128]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.0.bn2.bias - torch.Size([128]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.0.conv3.weight - torch.Size([512, 128, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.0.bn3.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.0.bn3.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.0.downsample.0.weight - torch.Size([512, 256, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.0.downsample.1.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.0.downsample.1.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.1.conv1.weight - torch.Size([128, 512, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.1.bn1.weight - torch.Size([128]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.1.bn1.bias - torch.Size([128]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.1.conv2.weight - torch.Size([128, 128, 3, 3]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.1.bn2.weight - torch.Size([128]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.1.bn2.bias - torch.Size([128]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.1.conv3.weight - torch.Size([512, 128, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.1.bn3.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.1.bn3.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.2.conv1.weight - torch.Size([128, 512, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.2.bn1.weight - torch.Size([128]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.2.bn1.bias - torch.Size([128]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.2.conv2.weight - torch.Size([128, 128, 3, 3]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.2.bn2.weight - torch.Size([128]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.2.bn2.bias - torch.Size([128]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.2.conv3.weight - torch.Size([512, 128, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.2.bn3.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.2.bn3.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.3.conv1.weight - torch.Size([128, 512, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.3.bn1.weight - torch.Size([128]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.3.bn1.bias - torch.Size([128]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.3.conv2.weight - torch.Size([128, 128, 3, 3]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.3.bn2.weight - torch.Size([128]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.3.bn2.bias - torch.Size([128]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.3.conv3.weight - torch.Size([512, 128, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.3.bn3.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer2.3.bn3.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.0.conv1.weight - torch.Size([256, 512, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.0.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.0.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.0.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.0.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.0.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.0.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.0.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.0.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.0.downsample.0.weight - torch.Size([1024, 512, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.0.downsample.1.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.0.downsample.1.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.1.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.1.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.1.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.1.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.1.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.1.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.1.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.1.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.1.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.2.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.2.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.2.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.2.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.2.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.2.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.2.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.2.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.2.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.3.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.3.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.3.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.3.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.3.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.3.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.3.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.3.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.3.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.4.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.4.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.4.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.4.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.4.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.4.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.4.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.4.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.4.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.5.conv1.weight - torch.Size([256, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.5.bn1.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.5.bn1.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.5.conv2.weight - torch.Size([256, 256, 3, 3]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.5.bn2.weight - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.5.bn2.bias - torch.Size([256]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.5.conv3.weight - torch.Size([1024, 256, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.5.bn3.weight - torch.Size([1024]): PretrainedInit: load from torchvision://resnet50 backbone.layer3.5.bn3.bias - torch.Size([1024]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.0.conv1.weight - torch.Size([512, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.0.bn1.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.0.bn1.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.0.conv2.weight - torch.Size([512, 512, 3, 3]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.0.bn2.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.0.bn2.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.0.conv3.weight - torch.Size([2048, 512, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.0.bn3.weight - torch.Size([2048]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.0.bn3.bias - torch.Size([2048]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.0.downsample.0.weight - torch.Size([2048, 1024, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.0.downsample.1.weight - torch.Size([2048]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.0.downsample.1.bias - torch.Size([2048]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.1.conv1.weight - torch.Size([512, 2048, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.1.bn1.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.1.bn1.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.1.conv2.weight - torch.Size([512, 512, 3, 3]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.1.bn2.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.1.bn2.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.1.conv3.weight - torch.Size([2048, 512, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.1.bn3.weight - torch.Size([2048]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.1.bn3.bias - torch.Size([2048]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.2.conv1.weight - torch.Size([512, 2048, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.2.bn1.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.2.bn1.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.2.conv2.weight - torch.Size([512, 512, 3, 3]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.2.bn2.weight - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.2.bn2.bias - torch.Size([512]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.2.conv3.weight - torch.Size([2048, 512, 1, 1]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.2.bn3.weight - torch.Size([2048]): PretrainedInit: load from torchvision://resnet50 backbone.layer4.2.bn3.bias - torch.Size([2048]): PretrainedInit: load from torchvision://resnet50 neck.lateral_convs.0.conv.weight - torch.Size([256, 256, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 neck.lateral_convs.0.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN neck.lateral_convs.0.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN neck.lateral_convs.1.conv.weight - torch.Size([256, 512, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 neck.lateral_convs.1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN neck.lateral_convs.1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN neck.lateral_convs.2.conv.weight - torch.Size([256, 1024, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 neck.lateral_convs.2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN neck.lateral_convs.2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN neck.lateral_convs.3.conv.weight - torch.Size([256, 2048, 1, 1]): XavierInit: gain=1, distribution=uniform, bias=0 neck.lateral_convs.3.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN neck.lateral_convs.3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN neck.fpn_convs.0.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 neck.fpn_convs.0.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN neck.fpn_convs.0.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN neck.fpn_convs.1.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 neck.fpn_convs.1.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN neck.fpn_convs.1.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN neck.fpn_convs.2.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 neck.fpn_convs.2.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN neck.fpn_convs.2.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN neck.fpn_convs.3.conv.weight - torch.Size([256, 256, 3, 3]): XavierInit: gain=1, distribution=uniform, bias=0 neck.fpn_convs.3.bn.weight - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN neck.fpn_convs.3.bn.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN rpn_head.rpn_conv.weight - torch.Size([256, 256, 3, 3]): NormalInit: mean=0, std=0.01, bias=0 rpn_head.rpn_conv.bias - torch.Size([256]): NormalInit: mean=0, std=0.01, bias=0 rpn_head.rpn_cls.weight - torch.Size([3, 256, 1, 1]): NormalInit: mean=0, std=0.01, bias=0 rpn_head.rpn_cls.bias - torch.Size([3]): NormalInit: mean=0, std=0.01, bias=0 rpn_head.rpn_reg.weight - torch.Size([12, 256, 1, 1]): NormalInit: mean=0, std=0.01, bias=0 rpn_head.rpn_reg.bias - torch.Size([12]): NormalInit: mean=0, std=0.01, bias=0 roi_head.bbox_head.fc_cls.weight - torch.Size([81, 1024]): NormalInit: mean=0, std=0.01, bias=0 roi_head.bbox_head.fc_cls.bias - torch.Size([81]): NormalInit: mean=0, std=0.01, bias=0 roi_head.bbox_head.fc_reg.weight - torch.Size([320, 1024]): NormalInit: mean=0, std=0.001, bias=0 roi_head.bbox_head.fc_reg.bias - torch.Size([320]): NormalInit: mean=0, std=0.001, bias=0 roi_head.bbox_head.shared_convs.0.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of MaskRCNN roi_head.bbox_head.shared_convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN roi_head.bbox_head.shared_convs.1.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of MaskRCNN roi_head.bbox_head.shared_convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN roi_head.bbox_head.shared_convs.2.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of MaskRCNN roi_head.bbox_head.shared_convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN roi_head.bbox_head.shared_convs.3.conv.weight - torch.Size([256, 256, 3, 3]): The value is the same before and after calling `init_weights` of MaskRCNN roi_head.bbox_head.shared_convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN roi_head.bbox_head.shared_fcs.0.weight - torch.Size([1024, 12544]): XavierInit: gain=1, distribution=uniform, bias=0 roi_head.bbox_head.shared_fcs.0.bias - torch.Size([1024]): XavierInit: gain=1, distribution=uniform, bias=0 2022-10-24 21:25:00,072 - mmdet - INFO - Automatic scaling of learning rate (LR) has been disabled. 2022-10-24 21:25:01,298 - mmdet - INFO - load checkpoint from local path: pretrain/selfsup_mask-rcnn_mstrain-soft-teacher_sampler-4096_temp0.5/keep_all.pth 2022-10-24 21:25:01,432 - mmdet - WARNING - The model and loaded state dict do not match exactly size mismatch for roi_head.bbox_head.fc_reg.weight: copying a param with shape torch.Size([1024, 1024]) from checkpoint, the shape in current model is torch.Size([320, 1024]). size mismatch for roi_head.bbox_head.fc_reg.bias: copying a param with shape torch.Size([1024]) from checkpoint, the shape in current model is torch.Size([320]). unexpected key in source state_dict: neck.lateral_convs.0.conv.bias, neck.lateral_convs.1.conv.bias, neck.lateral_convs.2.conv.bias, neck.lateral_convs.3.conv.bias, neck.fpn_convs.0.conv.bias, neck.fpn_convs.1.conv.bias, neck.fpn_convs.2.conv.bias, neck.fpn_convs.3.conv.bias, roi_head.bbox_head.fc_cls.0.weight, roi_head.bbox_head.fc_cls.0.bias, roi_head.bbox_head.fc_cls.2.weight, roi_head.bbox_head.fc_cls.2.bias missing keys in source state_dict: neck.lateral_convs.0.bn.weight, neck.lateral_convs.0.bn.bias, neck.lateral_convs.0.bn.running_mean, neck.lateral_convs.0.bn.running_var, neck.lateral_convs.1.bn.weight, neck.lateral_convs.1.bn.bias, neck.lateral_convs.1.bn.running_mean, neck.lateral_convs.1.bn.running_var, neck.lateral_convs.2.bn.weight, neck.lateral_convs.2.bn.bias, neck.lateral_convs.2.bn.running_mean, neck.lateral_convs.2.bn.running_var, neck.lateral_convs.3.bn.weight, neck.lateral_convs.3.bn.bias, neck.lateral_convs.3.bn.running_mean, neck.lateral_convs.3.bn.running_var, neck.fpn_convs.0.bn.weight, neck.fpn_convs.0.bn.bias, neck.fpn_convs.0.bn.running_mean, neck.fpn_convs.0.bn.running_var, neck.fpn_convs.1.bn.weight, neck.fpn_convs.1.bn.bias, neck.fpn_convs.1.bn.running_mean, neck.fpn_convs.1.bn.running_var, neck.fpn_convs.2.bn.weight, neck.fpn_convs.2.bn.bias, neck.fpn_convs.2.bn.running_mean, neck.fpn_convs.2.bn.running_var, neck.fpn_convs.3.bn.weight, neck.fpn_convs.3.bn.bias, neck.fpn_convs.3.bn.running_mean, neck.fpn_convs.3.bn.running_var, roi_head.bbox_head.fc_cls.weight, roi_head.bbox_head.fc_cls.bias 2022-10-24 21:25:01,435 - mmdet - INFO - Start running, host: tiger@n136-145-202, work_dir: /home/tiger/code/mmdet/work_dirs/finetune_faster-rcnn_1x_coco_lr3e-2_wd5e-5_keep-all 2022-10-24 21:25:01,436 - mmdet - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) StepLrUpdaterHook (NORMAL ) CheckpointHook (NORMAL ) MMDetWandbHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_epoch: (VERY_HIGH ) StepLrUpdaterHook (NORMAL ) NumClassCheckHook (NORMAL ) MMDetWandbHook (NORMAL ) DistSamplerSeedHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_iter: (VERY_HIGH ) StepLrUpdaterHook (LOW ) IterTimerHook (LOW ) DistEvalHook -------------------- after_train_iter: (ABOVE_NORMAL) OptimizerHook (NORMAL ) CheckpointHook (NORMAL ) MMDetWandbHook (LOW ) IterTimerHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- after_train_epoch: (NORMAL ) CheckpointHook (NORMAL ) MMDetWandbHook (LOW ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_val_epoch: (NORMAL ) NumClassCheckHook (NORMAL ) MMDetWandbHook (NORMAL ) DistSamplerSeedHook (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook -------------------- before_val_iter: (LOW ) IterTimerHook -------------------- after_val_iter: (LOW ) IterTimerHook -------------------- after_val_epoch: (NORMAL ) MMDetWandbHook (VERY_LOW ) TextLoggerHook -------------------- after_run: (NORMAL ) MMDetWandbHook (VERY_LOW ) TextLoggerHook -------------------- 2022-10-24 21:25:01,436 - mmdet - INFO - workflow: [('train', 1)], max: 12 epochs 2022-10-24 21:25:01,436 - mmdet - INFO - Checkpoints will be saved to /home/tiger/code/mmdet/work_dirs/finetune_faster-rcnn_1x_coco_lr3e-2_wd5e-5_keep-all by HardDiskBackend. 2022-10-24 21:25:15,803 - mmdet - INFO - Epoch [1][50/7330] lr: 2.967e-03, eta: 6:21:36, time: 0.260, data_time: 0.104, memory: 3998, loss_rpn_cls: 0.2137, loss_rpn_bbox: 0.0965, loss_cls: 2.1923, acc: 73.8418, loss_bbox: 0.2822, loss: 2.7847 2022-10-24 21:25:25,128 - mmdet - INFO - Epoch [1][100/7330] lr: 5.964e-03, eta: 5:27:14, time: 0.186, data_time: 0.030, memory: 3998, loss_rpn_cls: 0.1084, loss_rpn_bbox: 0.0807, loss_cls: 0.6442, acc: 89.6665, loss_bbox: 0.3700, loss: 1.2032 2022-10-24 21:25:34,370 - mmdet - INFO - Epoch [1][150/7330] lr: 8.961e-03, eta: 5:08:12, time: 0.185, data_time: 0.032, memory: 3998, loss_rpn_cls: 0.0968, loss_rpn_bbox: 0.0833, loss_cls: 0.5921, acc: 89.4539, loss_bbox: 0.3813, loss: 1.1535 2022-10-24 21:25:43,573 - mmdet - INFO - Epoch [1][200/7330] lr: 1.196e-02, eta: 4:58:19, time: 0.184, data_time: 0.038, memory: 3998, loss_rpn_cls: 0.0985, loss_rpn_bbox: 0.0815, loss_cls: 0.5502, acc: 90.1033, loss_bbox: 0.3442, loss: 1.0744 2022-10-24 21:25:52,730 - mmdet - INFO - Epoch [1][250/7330] lr: 1.496e-02, eta: 4:52:04, time: 0.183, data_time: 0.032, memory: 3998, loss_rpn_cls: 0.0864, loss_rpn_bbox: 0.0832, loss_cls: 0.5994, acc: 89.1904, loss_bbox: 0.3699, loss: 1.1388 2022-10-24 21:26:01,703 - mmdet - INFO - Epoch [1][300/7330] lr: 1.795e-02, eta: 4:46:56, time: 0.179, data_time: 0.031, memory: 3998, loss_rpn_cls: 0.0880, loss_rpn_bbox: 0.0814, loss_cls: 0.5506, acc: 89.8245, loss_bbox: 0.3363, loss: 1.0564 2022-10-24 21:26:10,757 - mmdet - INFO - Epoch [1][350/7330] lr: 2.095e-02, eta: 4:43:35, time: 0.181, data_time: 0.026, memory: 3998, loss_rpn_cls: 0.0812, loss_rpn_bbox: 0.0794, loss_cls: 0.5311, acc: 89.7954, loss_bbox: 0.3185, loss: 1.0101 2022-10-24 21:26:20,034 - mmdet - INFO - Epoch [1][400/7330] lr: 2.395e-02, eta: 4:41:50, time: 0.185, data_time: 0.029, memory: 3998, loss_rpn_cls: 0.0824, loss_rpn_bbox: 0.0746, loss_cls: 0.4969, acc: 90.0159, loss_bbox: 0.3009, loss: 0.9548 2022-10-24 21:26:28,995 - mmdet - INFO - Epoch [1][450/7330] lr: 2.694e-02, eta: 4:39:25, time: 0.179, data_time: 0.032, memory: 3998, loss_rpn_cls: 0.0916, loss_rpn_bbox: 0.0810, loss_cls: 0.5208, acc: 89.3975, loss_bbox: 0.3065, loss: 0.9998 2022-10-24 21:26:37,893 - mmdet - INFO - Epoch [1][500/7330] lr: 2.994e-02, eta: 4:37:16, time: 0.178, data_time: 0.032, memory: 3998, loss_rpn_cls: 0.0836, loss_rpn_bbox: 0.0780, loss_cls: 0.4770, acc: 90.0730, loss_bbox: 0.2944, loss: 0.9331 2022-10-24 21:26:46,554 - mmdet - INFO - Epoch [1][550/7330] lr: 3.000e-02, eta: 4:34:51, time: 0.173, data_time: 0.032, memory: 3998, loss_rpn_cls: 0.0903, loss_rpn_bbox: 0.0791, loss_cls: 0.4593, acc: 90.3960, loss_bbox: 0.2750, loss: 0.9037 2022-10-24 21:26:55,382 - mmdet - INFO - Epoch [1][600/7330] lr: 3.000e-02, eta: 4:33:14, time: 0.177, data_time: 0.036, memory: 3998, loss_rpn_cls: 0.0765, loss_rpn_bbox: 0.0797, loss_cls: 0.4331, acc: 90.4729, loss_bbox: 0.2788, loss: 0.8681 2022-10-24 21:27:04,139 - mmdet - INFO - Epoch [1][650/7330] lr: 3.000e-02, eta: 4:31:40, time: 0.175, data_time: 0.032, memory: 3998, loss_rpn_cls: 0.0840, loss_rpn_bbox: 0.0792, loss_cls: 0.4295, acc: 90.5361, loss_bbox: 0.2697, loss: 0.8624 2022-10-24 21:27:12,902 - mmdet - INFO - Epoch [1][700/7330] lr: 3.000e-02, eta: 4:30:20, time: 0.175, data_time: 0.032, memory: 3998, loss_rpn_cls: 0.0756, loss_rpn_bbox: 0.0770, loss_cls: 0.4396, acc: 89.9827, loss_bbox: 0.2870, loss: 0.8792 2022-10-24 21:27:22,091 - mmdet - INFO - Epoch [1][750/7330] lr: 3.000e-02, eta: 4:29:58, time: 0.184, data_time: 0.036, memory: 4058, loss_rpn_cls: 0.0741, loss_rpn_bbox: 0.0789, loss_cls: 0.4222, acc: 90.0615, loss_bbox: 0.2853, loss: 0.8606 2022-10-24 21:27:31,014 - mmdet - INFO - Epoch [1][800/7330] lr: 3.000e-02, eta: 4:29:09, time: 0.178, data_time: 0.034, memory: 4058, loss_rpn_cls: 0.0756, loss_rpn_bbox: 0.0762, loss_cls: 0.4021, acc: 90.4915, loss_bbox: 0.2762, loss: 0.8302 2022-10-24 21:27:40,408 - mmdet - INFO - Epoch [1][850/7330] lr: 3.000e-02, eta: 4:29:13, time: 0.188, data_time: 0.035, memory: 4058, loss_rpn_cls: 0.0778, loss_rpn_bbox: 0.0809, loss_cls: 0.4295, acc: 89.5625, loss_bbox: 0.3008, loss: 0.8890 2022-10-24 21:27:49,255 - mmdet - INFO - Epoch [1][900/7330] lr: 3.000e-02, eta: 4:28:23, time: 0.177, data_time: 0.034, memory: 4058, loss_rpn_cls: 0.0660, loss_rpn_bbox: 0.0729, loss_cls: 0.3996, acc: 90.3271, loss_bbox: 0.2796, loss: 0.8182 2022-10-24 21:27:57,927 - mmdet - INFO - Epoch [1][950/7330] lr: 3.000e-02, eta: 4:27:21, time: 0.173, data_time: 0.030, memory: 4058, loss_rpn_cls: 0.0762, loss_rpn_bbox: 0.0760, loss_cls: 0.3971, acc: 90.2859, loss_bbox: 0.2826, loss: 0.8320 2022-10-24 21:28:07,242 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 21:28:07,243 - mmdet - INFO - Epoch [1][1000/7330] lr: 3.000e-02, eta: 4:27:20, time: 0.186, data_time: 0.032, memory: 4087, loss_rpn_cls: 0.0733, loss_rpn_bbox: 0.0766, loss_cls: 0.4015, acc: 90.2493, loss_bbox: 0.2791, loss: 0.8305 2022-10-24 21:28:16,005 - mmdet - INFO - Epoch [1][1050/7330] lr: 3.000e-02, eta: 4:26:33, time: 0.175, data_time: 0.034, memory: 4087, loss_rpn_cls: 0.0714, loss_rpn_bbox: 0.0759, loss_cls: 0.3946, acc: 90.3723, loss_bbox: 0.2784, loss: 0.8203 2022-10-24 21:28:25,114 - mmdet - INFO - Epoch [1][1100/7330] lr: 3.000e-02, eta: 4:26:16, time: 0.182, data_time: 0.035, memory: 4087, loss_rpn_cls: 0.0752, loss_rpn_bbox: 0.0794, loss_cls: 0.4019, acc: 90.0725, loss_bbox: 0.2854, loss: 0.8419 2022-10-24 21:28:34,043 - mmdet - INFO - Epoch [1][1150/7330] lr: 3.000e-02, eta: 4:25:47, time: 0.179, data_time: 0.039, memory: 4087, loss_rpn_cls: 0.0735, loss_rpn_bbox: 0.0757, loss_cls: 0.3833, acc: 90.3831, loss_bbox: 0.2752, loss: 0.8076 2022-10-24 21:28:43,134 - mmdet - INFO - Epoch [1][1200/7330] lr: 3.000e-02, eta: 4:25:31, time: 0.182, data_time: 0.034, memory: 4087, loss_rpn_cls: 0.0755, loss_rpn_bbox: 0.0848, loss_cls: 0.4015, acc: 90.0291, loss_bbox: 0.2880, loss: 0.8498 2022-10-24 21:28:52,392 - mmdet - INFO - Epoch [1][1250/7330] lr: 3.000e-02, eta: 4:25:27, time: 0.185, data_time: 0.031, memory: 4087, loss_rpn_cls: 0.0712, loss_rpn_bbox: 0.0710, loss_cls: 0.3701, acc: 90.6543, loss_bbox: 0.2771, loss: 0.7894 2022-10-24 21:29:01,149 - mmdet - INFO - Epoch [1][1300/7330] lr: 3.000e-02, eta: 4:24:49, time: 0.175, data_time: 0.036, memory: 4087, loss_rpn_cls: 0.0724, loss_rpn_bbox: 0.0710, loss_cls: 0.3870, acc: 90.4683, loss_bbox: 0.2723, loss: 0.8028 2022-10-24 21:29:10,033 - mmdet - INFO - Epoch [1][1350/7330] lr: 3.000e-02, eta: 4:24:22, time: 0.178, data_time: 0.029, memory: 4087, loss_rpn_cls: 0.0681, loss_rpn_bbox: 0.0713, loss_cls: 0.3736, acc: 90.3083, loss_bbox: 0.2762, loss: 0.7891 2022-10-24 21:29:18,927 - mmdet - INFO - Epoch [1][1400/7330] lr: 3.000e-02, eta: 4:23:56, time: 0.178, data_time: 0.036, memory: 4087, loss_rpn_cls: 0.0741, loss_rpn_bbox: 0.0757, loss_cls: 0.3723, acc: 90.4705, loss_bbox: 0.2710, loss: 0.7931 2022-10-24 21:29:27,777 - mmdet - INFO - Epoch [1][1450/7330] lr: 3.000e-02, eta: 4:23:29, time: 0.177, data_time: 0.031, memory: 4087, loss_rpn_cls: 0.0677, loss_rpn_bbox: 0.0711, loss_cls: 0.3713, acc: 90.4966, loss_bbox: 0.2760, loss: 0.7861 2022-10-24 21:29:36,409 - mmdet - INFO - Epoch [1][1500/7330] lr: 3.000e-02, eta: 4:22:51, time: 0.173, data_time: 0.037, memory: 4087, loss_rpn_cls: 0.0660, loss_rpn_bbox: 0.0698, loss_cls: 0.3637, acc: 90.5027, loss_bbox: 0.2752, loss: 0.7747 2022-10-24 21:29:44,988 - mmdet - INFO - Epoch [1][1550/7330] lr: 3.000e-02, eta: 4:22:12, time: 0.172, data_time: 0.031, memory: 4087, loss_rpn_cls: 0.0680, loss_rpn_bbox: 0.0717, loss_cls: 0.3601, acc: 90.8540, loss_bbox: 0.2656, loss: 0.7654 2022-10-24 21:29:53,394 - mmdet - INFO - Epoch [1][1600/7330] lr: 3.000e-02, eta: 4:21:25, time: 0.168, data_time: 0.033, memory: 4087, loss_rpn_cls: 0.0651, loss_rpn_bbox: 0.0696, loss_cls: 0.3606, acc: 90.6631, loss_bbox: 0.2724, loss: 0.7677 2022-10-24 21:30:02,222 - mmdet - INFO - Epoch [1][1650/7330] lr: 3.000e-02, eta: 4:21:03, time: 0.177, data_time: 0.032, memory: 4087, loss_rpn_cls: 0.0645, loss_rpn_bbox: 0.0711, loss_cls: 0.3631, acc: 90.6724, loss_bbox: 0.2689, loss: 0.7676 2022-10-24 21:30:10,676 - mmdet - INFO - Epoch [1][1700/7330] lr: 3.000e-02, eta: 4:20:22, time: 0.169, data_time: 0.030, memory: 4087, loss_rpn_cls: 0.0624, loss_rpn_bbox: 0.0651, loss_cls: 0.3539, acc: 90.7581, loss_bbox: 0.2663, loss: 0.7477 2022-10-24 21:30:19,206 - mmdet - INFO - Epoch [1][1750/7330] lr: 3.000e-02, eta: 4:19:47, time: 0.171, data_time: 0.033, memory: 4087, loss_rpn_cls: 0.0663, loss_rpn_bbox: 0.0730, loss_cls: 0.3577, acc: 90.7244, loss_bbox: 0.2653, loss: 0.7623 2022-10-24 21:30:28,379 - mmdet - INFO - Epoch [1][1800/7330] lr: 3.000e-02, eta: 4:19:44, time: 0.184, data_time: 0.033, memory: 4087, loss_rpn_cls: 0.0693, loss_rpn_bbox: 0.0738, loss_cls: 0.3820, acc: 89.9885, loss_bbox: 0.2910, loss: 0.8160 2022-10-24 21:30:37,352 - mmdet - INFO - Epoch [1][1850/7330] lr: 3.000e-02, eta: 4:19:32, time: 0.179, data_time: 0.038, memory: 4100, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.0698, loss_cls: 0.3459, acc: 90.9485, loss_bbox: 0.2670, loss: 0.7433 2022-10-24 21:30:46,298 - mmdet - INFO - Epoch [1][1900/7330] lr: 3.000e-02, eta: 4:19:19, time: 0.179, data_time: 0.043, memory: 4100, loss_rpn_cls: 0.0656, loss_rpn_bbox: 0.0727, loss_cls: 0.3518, acc: 90.5090, loss_bbox: 0.2793, loss: 0.7694 2022-10-24 21:30:54,764 - mmdet - INFO - Epoch [1][1950/7330] lr: 3.000e-02, eta: 4:18:44, time: 0.169, data_time: 0.035, memory: 4100, loss_rpn_cls: 0.0675, loss_rpn_bbox: 0.0704, loss_cls: 0.3620, acc: 90.7786, loss_bbox: 0.2664, loss: 0.7663 2022-10-24 21:31:04,010 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 21:31:04,011 - mmdet - INFO - Epoch [1][2000/7330] lr: 3.000e-02, eta: 4:18:45, time: 0.185, data_time: 0.039, memory: 4100, loss_rpn_cls: 0.0698, loss_rpn_bbox: 0.0727, loss_cls: 0.3519, acc: 90.6250, loss_bbox: 0.2728, loss: 0.7671 2022-10-24 21:31:12,776 - mmdet - INFO - Epoch [1][2050/7330] lr: 3.000e-02, eta: 4:18:25, time: 0.175, data_time: 0.034, memory: 4100, loss_rpn_cls: 0.0694, loss_rpn_bbox: 0.0725, loss_cls: 0.3518, acc: 90.5151, loss_bbox: 0.2778, loss: 0.7713 2022-10-24 21:31:21,695 - mmdet - INFO - Epoch [1][2100/7330] lr: 3.000e-02, eta: 4:18:11, time: 0.178, data_time: 0.038, memory: 4100, loss_rpn_cls: 0.0646, loss_rpn_bbox: 0.0717, loss_cls: 0.3499, acc: 90.6355, loss_bbox: 0.2741, loss: 0.7603 2022-10-24 21:31:30,529 - mmdet - INFO - Epoch [1][2150/7330] lr: 3.000e-02, eta: 4:17:55, time: 0.177, data_time: 0.036, memory: 4100, loss_rpn_cls: 0.0624, loss_rpn_bbox: 0.0732, loss_cls: 0.3606, acc: 90.4155, loss_bbox: 0.2773, loss: 0.7735 2022-10-24 21:31:39,419 - mmdet - INFO - Epoch [1][2200/7330] lr: 3.000e-02, eta: 4:17:41, time: 0.178, data_time: 0.034, memory: 4100, loss_rpn_cls: 0.0644, loss_rpn_bbox: 0.0741, loss_cls: 0.3522, acc: 90.4949, loss_bbox: 0.2725, loss: 0.7632 2022-10-24 21:31:48,123 - mmdet - INFO - Epoch [1][2250/7330] lr: 3.000e-02, eta: 4:17:20, time: 0.174, data_time: 0.042, memory: 4100, loss_rpn_cls: 0.0670, loss_rpn_bbox: 0.0764, loss_cls: 0.3545, acc: 90.5725, loss_bbox: 0.2714, loss: 0.7693 2022-10-24 21:31:56,900 - mmdet - INFO - Epoch [1][2300/7330] lr: 3.000e-02, eta: 4:17:02, time: 0.176, data_time: 0.030, memory: 4100, loss_rpn_cls: 0.0612, loss_rpn_bbox: 0.0682, loss_cls: 0.3481, acc: 90.5684, loss_bbox: 0.2726, loss: 0.7501 2022-10-24 21:32:05,760 - mmdet - INFO - Epoch [1][2350/7330] lr: 3.000e-02, eta: 4:16:48, time: 0.177, data_time: 0.028, memory: 4100, loss_rpn_cls: 0.0599, loss_rpn_bbox: 0.0707, loss_cls: 0.3495, acc: 90.6404, loss_bbox: 0.2694, loss: 0.7496 2022-10-24 21:32:14,570 - mmdet - INFO - Epoch [1][2400/7330] lr: 3.000e-02, eta: 4:16:32, time: 0.176, data_time: 0.033, memory: 4100, loss_rpn_cls: 0.0635, loss_rpn_bbox: 0.0704, loss_cls: 0.3568, acc: 90.4224, loss_bbox: 0.2733, loss: 0.7639 2022-10-24 21:32:23,714 - mmdet - INFO - Epoch [1][2450/7330] lr: 3.000e-02, eta: 4:16:29, time: 0.183, data_time: 0.034, memory: 4100, loss_rpn_cls: 0.0703, loss_rpn_bbox: 0.0744, loss_cls: 0.3451, acc: 90.7144, loss_bbox: 0.2660, loss: 0.7558 2022-10-24 21:32:32,527 - mmdet - INFO - Epoch [1][2500/7330] lr: 3.000e-02, eta: 4:16:13, time: 0.176, data_time: 0.033, memory: 4100, loss_rpn_cls: 0.0617, loss_rpn_bbox: 0.0694, loss_cls: 0.3383, acc: 90.9199, loss_bbox: 0.2663, loss: 0.7358 2022-10-24 21:32:41,173 - mmdet - INFO - Epoch [1][2550/7330] lr: 3.000e-02, eta: 4:15:53, time: 0.173, data_time: 0.030, memory: 4100, loss_rpn_cls: 0.0611, loss_rpn_bbox: 0.0680, loss_cls: 0.3374, acc: 90.6492, loss_bbox: 0.2638, loss: 0.7303 2022-10-24 21:32:49,808 - mmdet - INFO - Epoch [1][2600/7330] lr: 3.000e-02, eta: 4:15:32, time: 0.173, data_time: 0.033, memory: 4100, loss_rpn_cls: 0.0627, loss_rpn_bbox: 0.0734, loss_cls: 0.3324, acc: 90.9563, loss_bbox: 0.2604, loss: 0.7288 2022-10-24 21:32:58,593 - mmdet - INFO - Epoch [1][2650/7330] lr: 3.000e-02, eta: 4:15:17, time: 0.176, data_time: 0.035, memory: 4100, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0673, loss_cls: 0.3342, acc: 90.8809, loss_bbox: 0.2648, loss: 0.7271 2022-10-24 21:33:07,284 - mmdet - INFO - Epoch [1][2700/7330] lr: 3.000e-02, eta: 4:14:59, time: 0.174, data_time: 0.032, memory: 4100, loss_rpn_cls: 0.0623, loss_rpn_bbox: 0.0681, loss_cls: 0.3186, acc: 91.4365, loss_bbox: 0.2494, loss: 0.6984 2022-10-24 21:33:16,154 - mmdet - INFO - Epoch [1][2750/7330] lr: 3.000e-02, eta: 4:14:46, time: 0.177, data_time: 0.031, memory: 4100, loss_rpn_cls: 0.0628, loss_rpn_bbox: 0.0725, loss_cls: 0.3445, acc: 90.6575, loss_bbox: 0.2789, loss: 0.7586 2022-10-24 21:33:24,704 - mmdet - INFO - Epoch [1][2800/7330] lr: 3.000e-02, eta: 4:14:25, time: 0.171, data_time: 0.038, memory: 4100, loss_rpn_cls: 0.0624, loss_rpn_bbox: 0.0707, loss_cls: 0.3430, acc: 90.6870, loss_bbox: 0.2707, loss: 0.7468 2022-10-24 21:33:33,507 - mmdet - INFO - Epoch [1][2850/7330] lr: 3.000e-02, eta: 4:14:11, time: 0.176, data_time: 0.027, memory: 4100, loss_rpn_cls: 0.0620, loss_rpn_bbox: 0.0684, loss_cls: 0.3269, acc: 90.9292, loss_bbox: 0.2646, loss: 0.7220 2022-10-24 21:33:42,306 - mmdet - INFO - Epoch [1][2900/7330] lr: 3.000e-02, eta: 4:13:57, time: 0.176, data_time: 0.036, memory: 4100, loss_rpn_cls: 0.0620, loss_rpn_bbox: 0.0703, loss_cls: 0.3267, acc: 90.9883, loss_bbox: 0.2654, loss: 0.7244 2022-10-24 21:33:51,172 - mmdet - INFO - Epoch [1][2950/7330] lr: 3.000e-02, eta: 4:13:46, time: 0.177, data_time: 0.037, memory: 4100, loss_rpn_cls: 0.0605, loss_rpn_bbox: 0.0717, loss_cls: 0.3452, acc: 90.5593, loss_bbox: 0.2728, loss: 0.7502 2022-10-24 21:34:00,276 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 21:34:00,277 - mmdet - INFO - Epoch [1][3000/7330] lr: 3.000e-02, eta: 4:13:41, time: 0.182, data_time: 0.029, memory: 4100, loss_rpn_cls: 0.0615, loss_rpn_bbox: 0.0729, loss_cls: 0.3240, acc: 91.0488, loss_bbox: 0.2633, loss: 0.7216 2022-10-24 21:34:08,878 - mmdet - INFO - Epoch [1][3050/7330] lr: 3.000e-02, eta: 4:13:22, time: 0.172, data_time: 0.029, memory: 4100, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0670, loss_cls: 0.3353, acc: 90.8811, loss_bbox: 0.2686, loss: 0.7301 2022-10-24 21:34:17,799 - mmdet - INFO - Epoch [1][3100/7330] lr: 3.000e-02, eta: 4:13:12, time: 0.178, data_time: 0.031, memory: 4100, loss_rpn_cls: 0.0636, loss_rpn_bbox: 0.0744, loss_cls: 0.3308, acc: 90.7817, loss_bbox: 0.2679, loss: 0.7367 2022-10-24 21:34:26,359 - mmdet - INFO - Epoch [1][3150/7330] lr: 3.000e-02, eta: 4:12:53, time: 0.171, data_time: 0.034, memory: 4100, loss_rpn_cls: 0.0598, loss_rpn_bbox: 0.0663, loss_cls: 0.3284, acc: 90.9626, loss_bbox: 0.2554, loss: 0.7100 2022-10-24 21:34:35,392 - mmdet - INFO - Epoch [1][3200/7330] lr: 3.000e-02, eta: 4:12:46, time: 0.181, data_time: 0.030, memory: 4100, loss_rpn_cls: 0.0626, loss_rpn_bbox: 0.0732, loss_cls: 0.3432, acc: 90.5703, loss_bbox: 0.2786, loss: 0.7576 2022-10-24 21:34:44,286 - mmdet - INFO - Epoch [1][3250/7330] lr: 3.000e-02, eta: 4:12:36, time: 0.178, data_time: 0.035, memory: 4100, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.0676, loss_cls: 0.3300, acc: 90.8303, loss_bbox: 0.2719, loss: 0.7271 2022-10-24 21:34:53,372 - mmdet - INFO - Epoch [1][3300/7330] lr: 3.000e-02, eta: 4:12:30, time: 0.182, data_time: 0.036, memory: 4100, loss_rpn_cls: 0.0580, loss_rpn_bbox: 0.0705, loss_cls: 0.3428, acc: 90.2832, loss_bbox: 0.2867, loss: 0.7581 2022-10-24 21:35:02,429 - mmdet - INFO - Epoch [1][3350/7330] lr: 3.000e-02, eta: 4:12:24, time: 0.181, data_time: 0.034, memory: 4100, loss_rpn_cls: 0.0611, loss_rpn_bbox: 0.0767, loss_cls: 0.3195, acc: 91.0769, loss_bbox: 0.2672, loss: 0.7245 2022-10-24 21:35:11,149 - mmdet - INFO - Epoch [1][3400/7330] lr: 3.000e-02, eta: 4:12:10, time: 0.174, data_time: 0.036, memory: 4100, loss_rpn_cls: 0.0610, loss_rpn_bbox: 0.0695, loss_cls: 0.3304, acc: 90.8223, loss_bbox: 0.2747, loss: 0.7357 2022-10-24 21:35:20,190 - mmdet - INFO - Epoch [1][3450/7330] lr: 3.000e-02, eta: 4:12:03, time: 0.181, data_time: 0.039, memory: 4100, loss_rpn_cls: 0.0672, loss_rpn_bbox: 0.0716, loss_cls: 0.3378, acc: 90.5461, loss_bbox: 0.2779, loss: 0.7545 2022-10-24 21:35:29,111 - mmdet - INFO - Epoch [1][3500/7330] lr: 3.000e-02, eta: 4:11:53, time: 0.178, data_time: 0.041, memory: 4100, loss_rpn_cls: 0.0625, loss_rpn_bbox: 0.0700, loss_cls: 0.3297, acc: 90.8535, loss_bbox: 0.2685, loss: 0.7307 2022-10-24 21:35:37,766 - mmdet - INFO - Epoch [1][3550/7330] lr: 3.000e-02, eta: 4:11:37, time: 0.173, data_time: 0.030, memory: 4100, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0677, loss_cls: 0.3187, acc: 91.2373, loss_bbox: 0.2583, loss: 0.7022 2022-10-24 21:35:46,376 - mmdet - INFO - Epoch [1][3600/7330] lr: 3.000e-02, eta: 4:11:21, time: 0.172, data_time: 0.031, memory: 4100, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.0685, loss_cls: 0.3320, acc: 90.6973, loss_bbox: 0.2715, loss: 0.7295 2022-10-24 21:35:55,432 - mmdet - INFO - Epoch [1][3650/7330] lr: 3.000e-02, eta: 4:11:14, time: 0.181, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0609, loss_rpn_bbox: 0.0694, loss_cls: 0.3248, acc: 90.8918, loss_bbox: 0.2644, loss: 0.7194 2022-10-24 21:36:04,615 - mmdet - INFO - Epoch [1][3700/7330] lr: 3.000e-02, eta: 4:11:11, time: 0.184, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0667, loss_cls: 0.3296, acc: 90.8157, loss_bbox: 0.2653, loss: 0.7194 2022-10-24 21:36:13,498 - mmdet - INFO - Epoch [1][3750/7330] lr: 3.000e-02, eta: 4:11:01, time: 0.178, data_time: 0.038, memory: 4101, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.0672, loss_cls: 0.3250, acc: 90.8752, loss_bbox: 0.2654, loss: 0.7152 2022-10-24 21:36:21,950 - mmdet - INFO - Epoch [1][3800/7330] lr: 3.000e-02, eta: 4:10:41, time: 0.169, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0684, loss_cls: 0.3179, acc: 91.0276, loss_bbox: 0.2647, loss: 0.7081 2022-10-24 21:36:30,605 - mmdet - INFO - Epoch [1][3850/7330] lr: 3.000e-02, eta: 4:10:26, time: 0.173, data_time: 0.038, memory: 4101, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0696, loss_cls: 0.3413, acc: 90.4443, loss_bbox: 0.2768, loss: 0.7462 2022-10-24 21:36:39,398 - mmdet - INFO - Epoch [1][3900/7330] lr: 3.000e-02, eta: 4:10:14, time: 0.176, data_time: 0.041, memory: 4101, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0711, loss_cls: 0.3264, acc: 90.8169, loss_bbox: 0.2698, loss: 0.7265 2022-10-24 21:36:48,217 - mmdet - INFO - Epoch [1][3950/7330] lr: 3.000e-02, eta: 4:10:03, time: 0.176, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0652, loss_cls: 0.3265, acc: 91.1628, loss_bbox: 0.2568, loss: 0.7077 2022-10-24 21:36:57,107 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 21:36:57,107 - mmdet - INFO - Epoch [1][4000/7330] lr: 3.000e-02, eta: 4:09:53, time: 0.178, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0605, loss_rpn_bbox: 0.0730, loss_cls: 0.3105, acc: 91.3269, loss_bbox: 0.2584, loss: 0.7024 2022-10-24 21:37:05,798 - mmdet - INFO - Epoch [1][4050/7330] lr: 3.000e-02, eta: 4:09:39, time: 0.174, data_time: 0.037, memory: 4101, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0696, loss_cls: 0.3231, acc: 90.9670, loss_bbox: 0.2573, loss: 0.7083 2022-10-24 21:37:14,801 - mmdet - INFO - Epoch [1][4100/7330] lr: 3.000e-02, eta: 4:09:32, time: 0.180, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0597, loss_rpn_bbox: 0.0694, loss_cls: 0.3203, acc: 91.0125, loss_bbox: 0.2677, loss: 0.7170 2022-10-24 21:37:23,735 - mmdet - INFO - Epoch [1][4150/7330] lr: 3.000e-02, eta: 4:09:23, time: 0.179, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0658, loss_cls: 0.3113, acc: 91.2949, loss_bbox: 0.2532, loss: 0.6875 2022-10-24 21:37:32,659 - mmdet - INFO - Epoch [1][4200/7330] lr: 3.000e-02, eta: 4:09:14, time: 0.178, data_time: 0.037, memory: 4101, loss_rpn_cls: 0.0642, loss_rpn_bbox: 0.0676, loss_cls: 0.3309, acc: 90.7280, loss_bbox: 0.2686, loss: 0.7313 2022-10-24 21:37:41,387 - mmdet - INFO - Epoch [1][4250/7330] lr: 3.000e-02, eta: 4:09:01, time: 0.175, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0678, loss_cls: 0.3100, acc: 91.1663, loss_bbox: 0.2633, loss: 0.6988 2022-10-24 21:37:50,334 - mmdet - INFO - Epoch [1][4300/7330] lr: 3.000e-02, eta: 4:08:52, time: 0.179, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0680, loss_cls: 0.3025, acc: 91.3787, loss_bbox: 0.2552, loss: 0.6848 2022-10-24 21:37:59,293 - mmdet - INFO - Epoch [1][4350/7330] lr: 3.000e-02, eta: 4:08:44, time: 0.179, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0610, loss_rpn_bbox: 0.0700, loss_cls: 0.3151, acc: 91.1191, loss_bbox: 0.2601, loss: 0.7062 2022-10-24 21:38:08,374 - mmdet - INFO - Epoch [1][4400/7330] lr: 3.000e-02, eta: 4:08:38, time: 0.182, data_time: 0.041, memory: 4101, loss_rpn_cls: 0.0633, loss_rpn_bbox: 0.0702, loss_cls: 0.3175, acc: 90.9438, loss_bbox: 0.2621, loss: 0.7130 2022-10-24 21:38:17,251 - mmdet - INFO - Epoch [1][4450/7330] lr: 3.000e-02, eta: 4:08:28, time: 0.178, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0601, loss_rpn_bbox: 0.0706, loss_cls: 0.3214, acc: 90.8489, loss_bbox: 0.2680, loss: 0.7201 2022-10-24 21:38:26,264 - mmdet - INFO - Epoch [1][4500/7330] lr: 3.000e-02, eta: 4:08:21, time: 0.180, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0597, loss_rpn_bbox: 0.0717, loss_cls: 0.3242, acc: 90.7961, loss_bbox: 0.2679, loss: 0.7235 2022-10-24 21:38:34,941 - mmdet - INFO - Epoch [1][4550/7330] lr: 3.000e-02, eta: 4:08:08, time: 0.174, data_time: 0.037, memory: 4101, loss_rpn_cls: 0.0607, loss_rpn_bbox: 0.0688, loss_cls: 0.3010, acc: 91.4492, loss_bbox: 0.2555, loss: 0.6861 2022-10-24 21:38:43,969 - mmdet - INFO - Epoch [1][4600/7330] lr: 3.000e-02, eta: 4:08:00, time: 0.181, data_time: 0.038, memory: 4101, loss_rpn_cls: 0.0570, loss_rpn_bbox: 0.0701, loss_cls: 0.3229, acc: 90.9417, loss_bbox: 0.2624, loss: 0.7125 2022-10-24 21:38:52,424 - mmdet - INFO - Epoch [1][4650/7330] lr: 3.000e-02, eta: 4:07:43, time: 0.169, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0624, loss_cls: 0.3077, acc: 91.3608, loss_bbox: 0.2526, loss: 0.6785 2022-10-24 21:39:01,210 - mmdet - INFO - Epoch [1][4700/7330] lr: 3.000e-02, eta: 4:07:32, time: 0.176, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0676, loss_cls: 0.3185, acc: 90.9802, loss_bbox: 0.2666, loss: 0.7117 2022-10-24 21:39:10,223 - mmdet - INFO - Epoch [1][4750/7330] lr: 3.000e-02, eta: 4:07:25, time: 0.180, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0689, loss_cls: 0.3044, acc: 91.4189, loss_bbox: 0.2555, loss: 0.6862 2022-10-24 21:39:19,049 - mmdet - INFO - Epoch [1][4800/7330] lr: 3.000e-02, eta: 4:07:14, time: 0.177, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0610, loss_rpn_bbox: 0.0692, loss_cls: 0.3202, acc: 90.8086, loss_bbox: 0.2724, loss: 0.7228 2022-10-24 21:39:27,936 - mmdet - INFO - Epoch [1][4850/7330] lr: 3.000e-02, eta: 4:07:04, time: 0.178, data_time: 0.039, memory: 4101, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0696, loss_cls: 0.3219, acc: 90.9185, loss_bbox: 0.2603, loss: 0.7076 2022-10-24 21:39:36,478 - mmdet - INFO - Epoch [1][4900/7330] lr: 3.000e-02, eta: 4:06:49, time: 0.171, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0661, loss_cls: 0.3084, acc: 91.1438, loss_bbox: 0.2594, loss: 0.6893 2022-10-24 21:39:45,360 - mmdet - INFO - Epoch [1][4950/7330] lr: 3.000e-02, eta: 4:06:40, time: 0.178, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0692, loss_cls: 0.3034, acc: 91.4016, loss_bbox: 0.2557, loss: 0.6834 2022-10-24 21:39:54,498 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 21:39:54,499 - mmdet - INFO - Epoch [1][5000/7330] lr: 3.000e-02, eta: 4:06:34, time: 0.183, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.0682, loss_cls: 0.3162, acc: 90.7607, loss_bbox: 0.2679, loss: 0.7086 2022-10-24 21:40:03,421 - mmdet - INFO - Epoch [1][5050/7330] lr: 3.000e-02, eta: 4:06:26, time: 0.178, data_time: 0.039, memory: 4101, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0673, loss_cls: 0.3118, acc: 91.1274, loss_bbox: 0.2604, loss: 0.6923 2022-10-24 21:40:12,297 - mmdet - INFO - Epoch [1][5100/7330] lr: 3.000e-02, eta: 4:06:16, time: 0.178, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0700, loss_cls: 0.3224, acc: 90.7554, loss_bbox: 0.2695, loss: 0.7190 2022-10-24 21:40:21,011 - mmdet - INFO - Epoch [1][5150/7330] lr: 3.000e-02, eta: 4:06:04, time: 0.174, data_time: 0.039, memory: 4101, loss_rpn_cls: 0.0601, loss_rpn_bbox: 0.0682, loss_cls: 0.3160, acc: 91.1140, loss_bbox: 0.2599, loss: 0.7042 2022-10-24 21:40:29,581 - mmdet - INFO - Epoch [1][5200/7330] lr: 3.000e-02, eta: 4:05:49, time: 0.171, data_time: 0.026, memory: 4101, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0652, loss_cls: 0.3008, acc: 91.4854, loss_bbox: 0.2562, loss: 0.6750 2022-10-24 21:40:38,666 - mmdet - INFO - Epoch [1][5250/7330] lr: 3.000e-02, eta: 4:05:43, time: 0.182, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0662, loss_cls: 0.3054, acc: 91.0354, loss_bbox: 0.2681, loss: 0.6946 2022-10-24 21:40:47,368 - mmdet - INFO - Epoch [1][5300/7330] lr: 3.000e-02, eta: 4:05:31, time: 0.174, data_time: 0.037, memory: 4101, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0669, loss_cls: 0.3135, acc: 91.1040, loss_bbox: 0.2558, loss: 0.6936 2022-10-24 21:40:56,274 - mmdet - INFO - Epoch [1][5350/7330] lr: 3.000e-02, eta: 4:05:22, time: 0.178, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0592, loss_rpn_bbox: 0.0684, loss_cls: 0.3165, acc: 90.8562, loss_bbox: 0.2629, loss: 0.7070 2022-10-24 21:41:05,025 - mmdet - INFO - Epoch [1][5400/7330] lr: 3.000e-02, eta: 4:05:11, time: 0.175, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0644, loss_cls: 0.2980, acc: 91.2664, loss_bbox: 0.2525, loss: 0.6676 2022-10-24 21:41:13,665 - mmdet - INFO - Epoch [1][5450/7330] lr: 3.000e-02, eta: 4:04:58, time: 0.173, data_time: 0.037, memory: 4101, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0652, loss_cls: 0.3057, acc: 91.4243, loss_bbox: 0.2529, loss: 0.6792 2022-10-24 21:41:22,333 - mmdet - INFO - Epoch [1][5500/7330] lr: 3.000e-02, eta: 4:04:45, time: 0.173, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0693, loss_cls: 0.3112, acc: 90.9595, loss_bbox: 0.2653, loss: 0.7046 2022-10-24 21:41:30,968 - mmdet - INFO - Epoch [1][5550/7330] lr: 3.000e-02, eta: 4:04:32, time: 0.173, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0642, loss_cls: 0.3086, acc: 91.1648, loss_bbox: 0.2602, loss: 0.6878 2022-10-24 21:41:39,685 - mmdet - INFO - Epoch [1][5600/7330] lr: 3.000e-02, eta: 4:04:21, time: 0.174, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0677, loss_cls: 0.3135, acc: 91.2300, loss_bbox: 0.2567, loss: 0.6914 2022-10-24 21:41:48,742 - mmdet - INFO - Epoch [1][5650/7330] lr: 3.000e-02, eta: 4:04:14, time: 0.181, data_time: 0.040, memory: 4101, loss_rpn_cls: 0.0618, loss_rpn_bbox: 0.0678, loss_cls: 0.3100, acc: 91.0979, loss_bbox: 0.2583, loss: 0.6979 2022-10-24 21:41:57,516 - mmdet - INFO - Epoch [1][5700/7330] lr: 3.000e-02, eta: 4:04:03, time: 0.175, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0667, loss_cls: 0.3063, acc: 91.1521, loss_bbox: 0.2622, loss: 0.6885 2022-10-24 21:42:06,445 - mmdet - INFO - Epoch [1][5750/7330] lr: 3.000e-02, eta: 4:03:55, time: 0.179, data_time: 0.039, memory: 4101, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0697, loss_cls: 0.3057, acc: 91.0974, loss_bbox: 0.2644, loss: 0.6939 2022-10-24 21:42:15,122 - mmdet - INFO - Epoch [1][5800/7330] lr: 3.000e-02, eta: 4:03:43, time: 0.173, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0679, loss_cls: 0.3180, acc: 90.8232, loss_bbox: 0.2648, loss: 0.7029 2022-10-24 21:42:23,813 - mmdet - INFO - Epoch [1][5850/7330] lr: 3.000e-02, eta: 4:03:31, time: 0.174, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0634, loss_cls: 0.3171, acc: 91.0581, loss_bbox: 0.2569, loss: 0.6945 2022-10-24 21:42:32,487 - mmdet - INFO - Epoch [1][5900/7330] lr: 3.000e-02, eta: 4:03:19, time: 0.173, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0668, loss_cls: 0.3130, acc: 91.0481, loss_bbox: 0.2677, loss: 0.7026 2022-10-24 21:42:41,267 - mmdet - INFO - Epoch [1][5950/7330] lr: 3.000e-02, eta: 4:03:08, time: 0.176, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0670, loss_cls: 0.3055, acc: 91.2986, loss_bbox: 0.2564, loss: 0.6866 2022-10-24 21:42:50,132 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 21:42:50,133 - mmdet - INFO - Epoch [1][6000/7330] lr: 3.000e-02, eta: 4:02:59, time: 0.177, data_time: 0.041, memory: 4101, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0676, loss_cls: 0.2982, acc: 91.3828, loss_bbox: 0.2573, loss: 0.6784 2022-10-24 21:42:58,762 - mmdet - INFO - Epoch [1][6050/7330] lr: 3.000e-02, eta: 4:02:47, time: 0.173, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0640, loss_cls: 0.2926, acc: 91.3667, loss_bbox: 0.2550, loss: 0.6645 2022-10-24 21:43:07,562 - mmdet - INFO - Epoch [1][6100/7330] lr: 3.000e-02, eta: 4:02:37, time: 0.176, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0679, loss_cls: 0.3062, acc: 91.1848, loss_bbox: 0.2575, loss: 0.6894 2022-10-24 21:43:16,545 - mmdet - INFO - Epoch [1][6150/7330] lr: 3.000e-02, eta: 4:02:29, time: 0.180, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0629, loss_cls: 0.2977, acc: 91.4641, loss_bbox: 0.2475, loss: 0.6647 2022-10-24 21:43:25,165 - mmdet - INFO - Epoch [1][6200/7330] lr: 3.000e-02, eta: 4:02:16, time: 0.172, data_time: 0.037, memory: 4101, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0696, loss_cls: 0.3077, acc: 90.9856, loss_bbox: 0.2650, loss: 0.7002 2022-10-24 21:43:33,854 - mmdet - INFO - Epoch [1][6250/7330] lr: 3.000e-02, eta: 4:02:05, time: 0.174, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0683, loss_cls: 0.2969, acc: 91.2959, loss_bbox: 0.2547, loss: 0.6745 2022-10-24 21:43:42,620 - mmdet - INFO - Epoch [1][6300/7330] lr: 3.000e-02, eta: 4:01:54, time: 0.175, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0653, loss_cls: 0.3131, acc: 90.9565, loss_bbox: 0.2585, loss: 0.6931 2022-10-24 21:43:51,508 - mmdet - INFO - Epoch [1][6350/7330] lr: 3.000e-02, eta: 4:01:45, time: 0.178, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0609, loss_rpn_bbox: 0.0675, loss_cls: 0.3060, acc: 91.2249, loss_bbox: 0.2586, loss: 0.6930 2022-10-24 21:44:00,014 - mmdet - INFO - Epoch [1][6400/7330] lr: 3.000e-02, eta: 4:01:32, time: 0.170, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0633, loss_cls: 0.2996, acc: 91.4194, loss_bbox: 0.2473, loss: 0.6607 2022-10-24 21:44:08,610 - mmdet - INFO - Epoch [1][6450/7330] lr: 3.000e-02, eta: 4:01:19, time: 0.172, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0656, loss_cls: 0.2907, acc: 91.4468, loss_bbox: 0.2560, loss: 0.6630 2022-10-24 21:44:17,401 - mmdet - INFO - Epoch [1][6500/7330] lr: 3.000e-02, eta: 4:01:09, time: 0.176, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0634, loss_cls: 0.2986, acc: 91.2358, loss_bbox: 0.2552, loss: 0.6706 2022-10-24 21:44:25,789 - mmdet - INFO - Epoch [1][6550/7330] lr: 3.000e-02, eta: 4:00:54, time: 0.168, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0633, loss_cls: 0.2916, acc: 91.4519, loss_bbox: 0.2505, loss: 0.6555 2022-10-24 21:44:34,520 - mmdet - INFO - Epoch [1][6600/7330] lr: 3.000e-02, eta: 4:00:43, time: 0.175, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0674, loss_cls: 0.3108, acc: 91.0515, loss_bbox: 0.2572, loss: 0.6919 2022-10-24 21:44:43,304 - mmdet - INFO - Epoch [1][6650/7330] lr: 3.000e-02, eta: 4:00:33, time: 0.176, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0665, loss_cls: 0.2914, acc: 91.5327, loss_bbox: 0.2499, loss: 0.6596 2022-10-24 21:44:51,911 - mmdet - INFO - Epoch [1][6700/7330] lr: 3.000e-02, eta: 4:00:21, time: 0.172, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0685, loss_cls: 0.2993, acc: 91.3257, loss_bbox: 0.2540, loss: 0.6746 2022-10-24 21:45:01,009 - mmdet - INFO - Epoch [1][6750/7330] lr: 3.000e-02, eta: 4:00:15, time: 0.182, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0666, loss_cls: 0.2880, acc: 91.4629, loss_bbox: 0.2513, loss: 0.6601 2022-10-24 21:45:09,874 - mmdet - INFO - Epoch [1][6800/7330] lr: 3.000e-02, eta: 4:00:06, time: 0.177, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0646, loss_cls: 0.2923, acc: 91.5767, loss_bbox: 0.2526, loss: 0.6603 2022-10-24 21:45:18,305 - mmdet - INFO - Epoch [1][6850/7330] lr: 3.000e-02, eta: 3:59:52, time: 0.169, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0641, loss_cls: 0.3044, acc: 91.2708, loss_bbox: 0.2578, loss: 0.6836 2022-10-24 21:45:27,257 - mmdet - INFO - Epoch [1][6900/7330] lr: 3.000e-02, eta: 3:59:44, time: 0.179, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0692, loss_cls: 0.3041, acc: 91.0842, loss_bbox: 0.2545, loss: 0.6810 2022-10-24 21:45:36,146 - mmdet - INFO - Epoch [1][6950/7330] lr: 3.000e-02, eta: 3:59:35, time: 0.178, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0651, loss_cls: 0.3069, acc: 91.0166, loss_bbox: 0.2597, loss: 0.6855 2022-10-24 21:45:45,090 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 21:45:45,091 - mmdet - INFO - Epoch [1][7000/7330] lr: 3.000e-02, eta: 3:59:27, time: 0.179, data_time: 0.041, memory: 4101, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0638, loss_cls: 0.2954, acc: 91.2629, loss_bbox: 0.2581, loss: 0.6710 2022-10-24 21:45:54,149 - mmdet - INFO - Epoch [1][7050/7330] lr: 3.000e-02, eta: 3:59:21, time: 0.181, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0673, loss_cls: 0.3001, acc: 91.1787, loss_bbox: 0.2631, loss: 0.6834 2022-10-24 21:46:02,850 - mmdet - INFO - Epoch [1][7100/7330] lr: 3.000e-02, eta: 3:59:10, time: 0.174, data_time: 0.038, memory: 4101, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0664, loss_cls: 0.3064, acc: 91.1016, loss_bbox: 0.2570, loss: 0.6854 2022-10-24 21:46:11,589 - mmdet - INFO - Epoch [1][7150/7330] lr: 3.000e-02, eta: 3:58:59, time: 0.175, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0692, loss_cls: 0.2943, acc: 91.4177, loss_bbox: 0.2525, loss: 0.6694 2022-10-24 21:46:20,644 - mmdet - INFO - Epoch [1][7200/7330] lr: 3.000e-02, eta: 3:58:52, time: 0.181, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0703, loss_cls: 0.3129, acc: 90.9299, loss_bbox: 0.2646, loss: 0.6997 2022-10-24 21:46:29,447 - mmdet - INFO - Epoch [1][7250/7330] lr: 3.000e-02, eta: 3:58:43, time: 0.176, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0611, loss_cls: 0.2850, acc: 91.7573, loss_bbox: 0.2464, loss: 0.6443 2022-10-24 21:46:38,140 - mmdet - INFO - Epoch [1][7300/7330] lr: 3.000e-02, eta: 3:58:32, time: 0.174, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0604, loss_cls: 0.2883, acc: 91.4868, loss_bbox: 0.2480, loss: 0.6496 2022-10-24 21:46:43,656 - mmdet - INFO - Saving checkpoint at 1 epochs 2022-10-24 21:47:08,744 - mmdet - INFO - Evaluating bbox... 2022-10-24 21:47:44,444 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.215 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.369 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.224 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.116 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.243 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.265 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.374 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.374 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.374 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.195 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.412 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.466 2022-10-24 21:47:45,582 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_1.pth. 2022-10-24 21:47:45,583 - mmdet - INFO - Best bbox_mAP is 0.2150 at 1 epoch. 2022-10-24 21:47:45,583 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 21:47:45,583 - mmdet - INFO - Epoch(val) [1][625] bbox_mAP: 0.2150, bbox_mAP_50: 0.3690, bbox_mAP_75: 0.2240, bbox_mAP_s: 0.1160, bbox_mAP_m: 0.2430, bbox_mAP_l: 0.2650, bbox_mAP_copypaste: 0.215 0.369 0.224 0.116 0.243 0.265 2022-10-24 21:47:57,887 - mmdet - INFO - Epoch [2][50/7330] lr: 3.000e-02, eta: 3:57:57, time: 0.246, data_time: 0.094, memory: 4101, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0698, loss_cls: 0.2992, acc: 91.1260, loss_bbox: 0.2685, loss: 0.6961 2022-10-24 21:48:07,652 - mmdet - INFO - Epoch [2][100/7330] lr: 3.000e-02, eta: 3:57:58, time: 0.195, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0679, loss_cls: 0.3075, acc: 90.9883, loss_bbox: 0.2688, loss: 0.7016 2022-10-24 21:48:17,040 - mmdet - INFO - Epoch [2][150/7330] lr: 3.000e-02, eta: 3:57:55, time: 0.188, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0646, loss_cls: 0.2907, acc: 91.4336, loss_bbox: 0.2545, loss: 0.6588 2022-10-24 21:48:26,389 - mmdet - INFO - Epoch [2][200/7330] lr: 3.000e-02, eta: 3:57:51, time: 0.187, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0662, loss_cls: 0.2913, acc: 91.4033, loss_bbox: 0.2533, loss: 0.6638 2022-10-24 21:48:35,289 - mmdet - INFO - Epoch [2][250/7330] lr: 3.000e-02, eta: 3:57:42, time: 0.178, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0633, loss_cls: 0.2895, acc: 91.5122, loss_bbox: 0.2528, loss: 0.6551 2022-10-24 21:48:44,068 - mmdet - INFO - Epoch [2][300/7330] lr: 3.000e-02, eta: 3:57:32, time: 0.176, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0603, loss_cls: 0.2819, acc: 91.6143, loss_bbox: 0.2484, loss: 0.6384 2022-10-24 21:48:53,039 - mmdet - INFO - Epoch [2][350/7330] lr: 3.000e-02, eta: 3:57:25, time: 0.179, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0638, loss_cls: 0.2894, acc: 91.4036, loss_bbox: 0.2557, loss: 0.6603 2022-10-24 21:49:02,002 - mmdet - INFO - Epoch [2][400/7330] lr: 3.000e-02, eta: 3:57:17, time: 0.179, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0661, loss_cls: 0.2940, acc: 91.3220, loss_bbox: 0.2590, loss: 0.6717 2022-10-24 21:49:10,883 - mmdet - INFO - Epoch [2][450/7330] lr: 3.000e-02, eta: 3:57:08, time: 0.178, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0677, loss_cls: 0.2886, acc: 91.3872, loss_bbox: 0.2568, loss: 0.6662 2022-10-24 21:49:20,320 - mmdet - INFO - Epoch [2][500/7330] lr: 3.000e-02, eta: 3:57:05, time: 0.189, data_time: 0.046, memory: 4101, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0674, loss_cls: 0.2944, acc: 91.1147, loss_bbox: 0.2605, loss: 0.6749 2022-10-24 21:49:29,528 - mmdet - INFO - Epoch [2][550/7330] lr: 3.000e-02, eta: 3:56:59, time: 0.184, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0642, loss_cls: 0.2864, acc: 91.3967, loss_bbox: 0.2587, loss: 0.6623 2022-10-24 21:49:38,523 - mmdet - INFO - Epoch [2][600/7330] lr: 3.000e-02, eta: 3:56:52, time: 0.180, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0639, loss_cls: 0.2937, acc: 91.2886, loss_bbox: 0.2598, loss: 0.6693 2022-10-24 21:49:47,135 - mmdet - INFO - Epoch [2][650/7330] lr: 3.000e-02, eta: 3:56:40, time: 0.172, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0647, loss_cls: 0.2981, acc: 91.2891, loss_bbox: 0.2622, loss: 0.6777 2022-10-24 21:49:56,062 - mmdet - INFO - Epoch [2][700/7330] lr: 3.000e-02, eta: 3:56:32, time: 0.179, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0516, loss_rpn_bbox: 0.0634, loss_cls: 0.2942, acc: 91.3657, loss_bbox: 0.2527, loss: 0.6619 2022-10-24 21:50:05,110 - mmdet - INFO - Epoch [2][750/7330] lr: 3.000e-02, eta: 3:56:24, time: 0.181, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0636, loss_cls: 0.2890, acc: 91.5613, loss_bbox: 0.2507, loss: 0.6541 2022-10-24 21:50:13,663 - mmdet - INFO - Epoch [2][800/7330] lr: 3.000e-02, eta: 3:56:12, time: 0.171, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0605, loss_cls: 0.2913, acc: 91.4275, loss_bbox: 0.2525, loss: 0.6508 2022-10-24 21:50:22,612 - mmdet - INFO - Epoch [2][850/7330] lr: 3.000e-02, eta: 3:56:04, time: 0.179, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0644, loss_cls: 0.2864, acc: 91.3838, loss_bbox: 0.2568, loss: 0.6586 2022-10-24 21:50:31,600 - mmdet - INFO - Epoch [2][900/7330] lr: 3.000e-02, eta: 3:55:56, time: 0.180, data_time: 0.028, memory: 4101, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0661, loss_cls: 0.2936, acc: 91.3420, loss_bbox: 0.2578, loss: 0.6666 2022-10-24 21:50:40,416 - mmdet - INFO - Epoch [2][950/7330] lr: 3.000e-02, eta: 3:55:47, time: 0.176, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0653, loss_cls: 0.2876, acc: 91.4771, loss_bbox: 0.2572, loss: 0.6608 2022-10-24 21:50:49,200 - mmdet - INFO - Epoch [2][1000/7330] lr: 3.000e-02, eta: 3:55:37, time: 0.176, data_time: 0.028, memory: 4101, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0657, loss_cls: 0.2873, acc: 91.4998, loss_bbox: 0.2494, loss: 0.6542 2022-10-24 21:50:58,146 - mmdet - INFO - Epoch [2][1050/7330] lr: 3.000e-02, eta: 3:55:29, time: 0.179, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0636, loss_cls: 0.2810, acc: 91.7854, loss_bbox: 0.2423, loss: 0.6375 2022-10-24 21:51:06,954 - mmdet - INFO - Epoch [2][1100/7330] lr: 3.000e-02, eta: 3:55:19, time: 0.176, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0621, loss_cls: 0.2726, acc: 91.7456, loss_bbox: 0.2455, loss: 0.6275 2022-10-24 21:51:15,523 - mmdet - INFO - Epoch [2][1150/7330] lr: 3.000e-02, eta: 3:55:08, time: 0.171, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0641, loss_cls: 0.2938, acc: 91.3972, loss_bbox: 0.2470, loss: 0.6563 2022-10-24 21:51:24,532 - mmdet - INFO - Epoch [2][1200/7330] lr: 3.000e-02, eta: 3:55:00, time: 0.180, data_time: 0.037, memory: 4101, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0677, loss_cls: 0.3102, acc: 90.9592, loss_bbox: 0.2680, loss: 0.6987 2022-10-24 21:51:33,654 - mmdet - INFO - Epoch [2][1250/7330] lr: 3.000e-02, eta: 3:54:53, time: 0.182, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0677, loss_cls: 0.2880, acc: 91.4614, loss_bbox: 0.2501, loss: 0.6610 2022-10-24 21:51:42,673 - mmdet - INFO - Epoch [2][1300/7330] lr: 3.000e-02, eta: 3:54:46, time: 0.180, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0656, loss_cls: 0.2926, acc: 91.1631, loss_bbox: 0.2603, loss: 0.6721 2022-10-24 21:51:51,497 - mmdet - INFO - Epoch [2][1350/7330] lr: 3.000e-02, eta: 3:54:36, time: 0.176, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0639, loss_cls: 0.2804, acc: 91.7229, loss_bbox: 0.2496, loss: 0.6441 2022-10-24 21:52:00,605 - mmdet - INFO - Epoch [2][1400/7330] lr: 3.000e-02, eta: 3:54:30, time: 0.182, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0630, loss_cls: 0.2896, acc: 91.2532, loss_bbox: 0.2571, loss: 0.6606 2022-10-24 21:52:09,931 - mmdet - INFO - Epoch [2][1450/7330] lr: 3.000e-02, eta: 3:54:25, time: 0.186, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0687, loss_cls: 0.3055, acc: 90.8911, loss_bbox: 0.2689, loss: 0.6984 2022-10-24 21:52:18,824 - mmdet - INFO - Epoch [2][1500/7330] lr: 3.000e-02, eta: 3:54:16, time: 0.178, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0668, loss_cls: 0.3018, acc: 91.0732, loss_bbox: 0.2614, loss: 0.6867 2022-10-24 21:52:28,066 - mmdet - INFO - Epoch [2][1550/7330] lr: 3.000e-02, eta: 3:54:10, time: 0.185, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0638, loss_cls: 0.2977, acc: 91.1599, loss_bbox: 0.2608, loss: 0.6746 2022-10-24 21:52:37,161 - mmdet - INFO - Epoch [2][1600/7330] lr: 3.000e-02, eta: 3:54:03, time: 0.182, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0649, loss_cls: 0.2945, acc: 91.2854, loss_bbox: 0.2573, loss: 0.6687 2022-10-24 21:52:45,705 - mmdet - INFO - Epoch [2][1650/7330] lr: 3.000e-02, eta: 3:53:51, time: 0.171, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0615, loss_cls: 0.2808, acc: 91.7715, loss_bbox: 0.2432, loss: 0.6338 2022-10-24 21:52:54,549 - mmdet - INFO - Epoch [2][1700/7330] lr: 3.000e-02, eta: 3:53:42, time: 0.177, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0637, loss_cls: 0.2847, acc: 91.4297, loss_bbox: 0.2551, loss: 0.6557 2022-10-24 21:53:03,818 - mmdet - INFO - Epoch [2][1750/7330] lr: 3.000e-02, eta: 3:53:37, time: 0.185, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0643, loss_cls: 0.2915, acc: 91.2427, loss_bbox: 0.2591, loss: 0.6674 2022-10-24 21:53:12,365 - mmdet - INFO - Epoch [2][1800/7330] lr: 3.000e-02, eta: 3:53:25, time: 0.171, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0610, loss_cls: 0.2766, acc: 91.7856, loss_bbox: 0.2453, loss: 0.6320 2022-10-24 21:53:20,989 - mmdet - INFO - Epoch [2][1850/7330] lr: 3.000e-02, eta: 3:53:14, time: 0.172, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0657, loss_cls: 0.2915, acc: 91.3325, loss_bbox: 0.2541, loss: 0.6615 2022-10-24 21:53:29,834 - mmdet - INFO - Epoch [2][1900/7330] lr: 3.000e-02, eta: 3:53:05, time: 0.177, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0622, loss_cls: 0.2945, acc: 91.2334, loss_bbox: 0.2554, loss: 0.6572 2022-10-24 21:53:38,641 - mmdet - INFO - Epoch [2][1950/7330] lr: 3.000e-02, eta: 3:52:55, time: 0.176, data_time: 0.039, memory: 4101, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0663, loss_cls: 0.2858, acc: 91.4849, loss_bbox: 0.2496, loss: 0.6515 2022-10-24 21:53:47,402 - mmdet - INFO - Epoch [2][2000/7330] lr: 3.000e-02, eta: 3:52:45, time: 0.175, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0654, loss_cls: 0.2950, acc: 91.1794, loss_bbox: 0.2571, loss: 0.6690 2022-10-24 21:53:55,943 - mmdet - INFO - Epoch [2][2050/7330] lr: 3.000e-02, eta: 3:52:33, time: 0.171, data_time: 0.028, memory: 4101, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0621, loss_cls: 0.2785, acc: 91.8054, loss_bbox: 0.2451, loss: 0.6376 2022-10-24 21:54:04,845 - mmdet - INFO - Epoch [2][2100/7330] lr: 3.000e-02, eta: 3:52:25, time: 0.178, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0677, loss_cls: 0.2931, acc: 91.2583, loss_bbox: 0.2517, loss: 0.6665 2022-10-24 21:54:13,445 - mmdet - INFO - Epoch [2][2150/7330] lr: 3.000e-02, eta: 3:52:14, time: 0.172, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0628, loss_cls: 0.2851, acc: 91.7080, loss_bbox: 0.2408, loss: 0.6391 2022-10-24 21:54:22,186 - mmdet - INFO - Epoch [2][2200/7330] lr: 3.000e-02, eta: 3:52:03, time: 0.175, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0612, loss_cls: 0.2833, acc: 91.6646, loss_bbox: 0.2482, loss: 0.6440 2022-10-24 21:54:30,898 - mmdet - INFO - Epoch [2][2250/7330] lr: 3.000e-02, eta: 3:51:53, time: 0.174, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0608, loss_cls: 0.2862, acc: 91.6677, loss_bbox: 0.2441, loss: 0.6395 2022-10-24 21:54:39,627 - mmdet - INFO - Epoch [2][2300/7330] lr: 3.000e-02, eta: 3:51:43, time: 0.175, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0694, loss_cls: 0.2835, acc: 91.5349, loss_bbox: 0.2496, loss: 0.6522 2022-10-24 21:54:48,713 - mmdet - INFO - Epoch [2][2350/7330] lr: 3.000e-02, eta: 3:51:36, time: 0.182, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0651, loss_cls: 0.2721, acc: 91.8367, loss_bbox: 0.2437, loss: 0.6303 2022-10-24 21:54:57,283 - mmdet - INFO - Epoch [2][2400/7330] lr: 3.000e-02, eta: 3:51:25, time: 0.171, data_time: 0.028, memory: 4101, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0633, loss_cls: 0.2816, acc: 91.5940, loss_bbox: 0.2525, loss: 0.6443 2022-10-24 21:55:06,408 - mmdet - INFO - Epoch [2][2450/7330] lr: 3.000e-02, eta: 3:51:18, time: 0.183, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0629, loss_cls: 0.2839, acc: 91.4724, loss_bbox: 0.2524, loss: 0.6483 2022-10-24 21:55:15,339 - mmdet - INFO - Epoch [2][2500/7330] lr: 3.000e-02, eta: 3:51:09, time: 0.179, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0626, loss_cls: 0.2905, acc: 91.2158, loss_bbox: 0.2526, loss: 0.6538 2022-10-24 21:55:23,778 - mmdet - INFO - Epoch [2][2550/7330] lr: 3.000e-02, eta: 3:50:57, time: 0.169, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0639, loss_cls: 0.2915, acc: 91.6165, loss_bbox: 0.2479, loss: 0.6523 2022-10-24 21:55:32,890 - mmdet - INFO - Epoch [2][2600/7330] lr: 3.000e-02, eta: 3:50:50, time: 0.182, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0607, loss_cls: 0.2747, acc: 91.8174, loss_bbox: 0.2462, loss: 0.6294 2022-10-24 21:55:41,836 - mmdet - INFO - Epoch [2][2650/7330] lr: 3.000e-02, eta: 3:50:42, time: 0.179, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0651, loss_cls: 0.2869, acc: 91.4580, loss_bbox: 0.2486, loss: 0.6516 2022-10-24 21:55:50,584 - mmdet - INFO - Epoch [2][2700/7330] lr: 3.000e-02, eta: 3:50:32, time: 0.175, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0615, loss_cls: 0.2974, acc: 91.2739, loss_bbox: 0.2567, loss: 0.6615 2022-10-24 21:55:59,394 - mmdet - INFO - Epoch [2][2750/7330] lr: 3.000e-02, eta: 3:50:22, time: 0.176, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0647, loss_cls: 0.2898, acc: 91.4478, loss_bbox: 0.2512, loss: 0.6543 2022-10-24 21:56:08,528 - mmdet - INFO - Epoch [2][2800/7330] lr: 3.000e-02, eta: 3:50:16, time: 0.183, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0648, loss_cls: 0.2795, acc: 91.5935, loss_bbox: 0.2522, loss: 0.6461 2022-10-24 21:56:17,109 - mmdet - INFO - Epoch [2][2850/7330] lr: 3.000e-02, eta: 3:50:04, time: 0.172, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0607, loss_cls: 0.2863, acc: 91.5623, loss_bbox: 0.2519, loss: 0.6465 2022-10-24 21:56:26,170 - mmdet - INFO - Epoch [2][2900/7330] lr: 3.000e-02, eta: 3:49:57, time: 0.181, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0645, loss_cls: 0.2848, acc: 91.4519, loss_bbox: 0.2559, loss: 0.6534 2022-10-24 21:56:35,035 - mmdet - INFO - Epoch [2][2950/7330] lr: 3.000e-02, eta: 3:49:48, time: 0.177, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0631, loss_cls: 0.2847, acc: 91.3679, loss_bbox: 0.2548, loss: 0.6540 2022-10-24 21:56:44,144 - mmdet - INFO - Epoch [2][3000/7330] lr: 3.000e-02, eta: 3:49:41, time: 0.182, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0615, loss_cls: 0.2787, acc: 91.6716, loss_bbox: 0.2438, loss: 0.6339 2022-10-24 21:56:52,945 - mmdet - INFO - Epoch [2][3050/7330] lr: 3.000e-02, eta: 3:49:31, time: 0.176, data_time: 0.028, memory: 4101, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0658, loss_cls: 0.2798, acc: 91.4675, loss_bbox: 0.2520, loss: 0.6482 2022-10-24 21:57:01,928 - mmdet - INFO - Epoch [2][3100/7330] lr: 3.000e-02, eta: 3:49:23, time: 0.180, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0654, loss_cls: 0.2960, acc: 91.0876, loss_bbox: 0.2556, loss: 0.6671 2022-10-24 21:57:10,759 - mmdet - INFO - Epoch [2][3150/7330] lr: 3.000e-02, eta: 3:49:14, time: 0.177, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0664, loss_cls: 0.2918, acc: 91.2107, loss_bbox: 0.2569, loss: 0.6664 2022-10-24 21:57:19,756 - mmdet - INFO - Epoch [2][3200/7330] lr: 3.000e-02, eta: 3:49:06, time: 0.180, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0673, loss_cls: 0.2849, acc: 91.4985, loss_bbox: 0.2524, loss: 0.6557 2022-10-24 21:57:28,847 - mmdet - INFO - Epoch [2][3250/7330] lr: 3.000e-02, eta: 3:48:59, time: 0.182, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0688, loss_cls: 0.2880, acc: 91.4631, loss_bbox: 0.2509, loss: 0.6628 2022-10-24 21:57:37,578 - mmdet - INFO - Epoch [2][3300/7330] lr: 3.000e-02, eta: 3:48:49, time: 0.175, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0623, loss_cls: 0.2835, acc: 91.5376, loss_bbox: 0.2494, loss: 0.6458 2022-10-24 21:57:46,412 - mmdet - INFO - Epoch [2][3350/7330] lr: 3.000e-02, eta: 3:48:40, time: 0.177, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0624, loss_cls: 0.2882, acc: 91.3647, loss_bbox: 0.2527, loss: 0.6532 2022-10-24 21:57:54,939 - mmdet - INFO - Epoch [2][3400/7330] lr: 3.000e-02, eta: 3:48:28, time: 0.171, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0633, loss_cls: 0.2815, acc: 91.6187, loss_bbox: 0.2454, loss: 0.6375 2022-10-24 21:58:03,800 - mmdet - INFO - Epoch [2][3450/7330] lr: 3.000e-02, eta: 3:48:19, time: 0.177, data_time: 0.028, memory: 4101, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0654, loss_cls: 0.2880, acc: 91.5073, loss_bbox: 0.2511, loss: 0.6551 2022-10-24 21:58:12,592 - mmdet - INFO - Epoch [2][3500/7330] lr: 3.000e-02, eta: 3:48:10, time: 0.176, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0637, loss_cls: 0.2811, acc: 91.6123, loss_bbox: 0.2461, loss: 0.6420 2022-10-24 21:58:21,832 - mmdet - INFO - Epoch [2][3550/7330] lr: 3.000e-02, eta: 3:48:04, time: 0.185, data_time: 0.037, memory: 4101, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0652, loss_cls: 0.2939, acc: 91.1370, loss_bbox: 0.2626, loss: 0.6737 2022-10-24 21:58:30,843 - mmdet - INFO - Epoch [2][3600/7330] lr: 3.000e-02, eta: 3:47:56, time: 0.180, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0628, loss_cls: 0.2806, acc: 91.5935, loss_bbox: 0.2529, loss: 0.6471 2022-10-24 21:58:39,721 - mmdet - INFO - Epoch [2][3650/7330] lr: 3.000e-02, eta: 3:47:47, time: 0.178, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0637, loss_cls: 0.2844, acc: 91.5684, loss_bbox: 0.2504, loss: 0.6485 2022-10-24 21:58:48,767 - mmdet - INFO - Epoch [2][3700/7330] lr: 3.000e-02, eta: 3:47:39, time: 0.181, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0624, loss_cls: 0.2725, acc: 91.6697, loss_bbox: 0.2496, loss: 0.6323 2022-10-24 21:58:57,255 - mmdet - INFO - Epoch [2][3750/7330] lr: 3.000e-02, eta: 3:47:27, time: 0.170, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0600, loss_cls: 0.2774, acc: 91.7805, loss_bbox: 0.2379, loss: 0.6206 2022-10-24 21:59:06,174 - mmdet - INFO - Epoch [2][3800/7330] lr: 3.000e-02, eta: 3:47:19, time: 0.178, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0667, loss_cls: 0.2849, acc: 91.3252, loss_bbox: 0.2565, loss: 0.6570 2022-10-24 21:59:14,909 - mmdet - INFO - Epoch [2][3850/7330] lr: 3.000e-02, eta: 3:47:09, time: 0.175, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0616, loss_cls: 0.2822, acc: 91.5232, loss_bbox: 0.2487, loss: 0.6404 2022-10-24 21:59:23,541 - mmdet - INFO - Epoch [2][3900/7330] lr: 3.000e-02, eta: 3:46:59, time: 0.173, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0647, loss_cls: 0.2889, acc: 91.5637, loss_bbox: 0.2481, loss: 0.6502 2022-10-24 21:59:32,261 - mmdet - INFO - Epoch [2][3950/7330] lr: 3.000e-02, eta: 3:46:49, time: 0.174, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0651, loss_cls: 0.2773, acc: 91.7354, loss_bbox: 0.2476, loss: 0.6394 2022-10-24 21:59:40,926 - mmdet - INFO - Epoch [2][4000/7330] lr: 3.000e-02, eta: 3:46:38, time: 0.173, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0634, loss_cls: 0.2784, acc: 91.5901, loss_bbox: 0.2521, loss: 0.6413 2022-10-24 21:59:49,466 - mmdet - INFO - Epoch [2][4050/7330] lr: 3.000e-02, eta: 3:46:27, time: 0.171, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0639, loss_cls: 0.2793, acc: 91.5542, loss_bbox: 0.2513, loss: 0.6427 2022-10-24 21:59:58,317 - mmdet - INFO - Epoch [2][4100/7330] lr: 3.000e-02, eta: 3:46:18, time: 0.177, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0626, loss_cls: 0.2734, acc: 91.7507, loss_bbox: 0.2426, loss: 0.6298 2022-10-24 22:00:07,237 - mmdet - INFO - Epoch [2][4150/7330] lr: 3.000e-02, eta: 3:46:10, time: 0.178, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0634, loss_cls: 0.2813, acc: 91.4788, loss_bbox: 0.2518, loss: 0.6488 2022-10-24 22:00:15,929 - mmdet - INFO - Epoch [2][4200/7330] lr: 3.000e-02, eta: 3:46:00, time: 0.174, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0599, loss_cls: 0.2844, acc: 91.5366, loss_bbox: 0.2523, loss: 0.6408 2022-10-24 22:00:24,697 - mmdet - INFO - Epoch [2][4250/7330] lr: 3.000e-02, eta: 3:45:50, time: 0.175, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0635, loss_cls: 0.2836, acc: 91.4753, loss_bbox: 0.2509, loss: 0.6445 2022-10-24 22:00:33,356 - mmdet - INFO - Epoch [2][4300/7330] lr: 3.000e-02, eta: 3:45:40, time: 0.173, data_time: 0.037, memory: 4101, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0649, loss_cls: 0.2884, acc: 91.3782, loss_bbox: 0.2548, loss: 0.6575 2022-10-24 22:00:42,299 - mmdet - INFO - Epoch [2][4350/7330] lr: 3.000e-02, eta: 3:45:31, time: 0.179, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0598, loss_cls: 0.2763, acc: 91.6265, loss_bbox: 0.2491, loss: 0.6337 2022-10-24 22:00:51,430 - mmdet - INFO - Epoch [2][4400/7330] lr: 3.000e-02, eta: 3:45:24, time: 0.183, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0642, loss_cls: 0.2825, acc: 91.4883, loss_bbox: 0.2493, loss: 0.6447 2022-10-24 22:01:00,117 - mmdet - INFO - Epoch [2][4450/7330] lr: 3.000e-02, eta: 3:45:14, time: 0.174, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0586, loss_cls: 0.2749, acc: 91.7939, loss_bbox: 0.2384, loss: 0.6201 2022-10-24 22:01:08,948 - mmdet - INFO - Epoch [2][4500/7330] lr: 3.000e-02, eta: 3:45:05, time: 0.177, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0622, loss_cls: 0.2759, acc: 91.6284, loss_bbox: 0.2506, loss: 0.6359 2022-10-24 22:01:17,743 - mmdet - INFO - Epoch [2][4550/7330] lr: 3.000e-02, eta: 3:44:56, time: 0.176, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0637, loss_cls: 0.2795, acc: 91.5439, loss_bbox: 0.2467, loss: 0.6379 2022-10-24 22:01:26,264 - mmdet - INFO - Epoch [2][4600/7330] lr: 3.000e-02, eta: 3:44:45, time: 0.170, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0609, loss_cls: 0.2708, acc: 91.8928, loss_bbox: 0.2375, loss: 0.6147 2022-10-24 22:01:34,848 - mmdet - INFO - Epoch [2][4650/7330] lr: 3.000e-02, eta: 3:44:34, time: 0.172, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0605, loss_cls: 0.2764, acc: 91.6733, loss_bbox: 0.2463, loss: 0.6329 2022-10-24 22:01:43,673 - mmdet - INFO - Epoch [2][4700/7330] lr: 3.000e-02, eta: 3:44:25, time: 0.177, data_time: 0.028, memory: 4101, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0644, loss_cls: 0.2714, acc: 91.8113, loss_bbox: 0.2442, loss: 0.6298 2022-10-24 22:01:52,647 - mmdet - INFO - Epoch [2][4750/7330] lr: 3.000e-02, eta: 3:44:17, time: 0.179, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0616, loss_cls: 0.2843, acc: 91.4585, loss_bbox: 0.2475, loss: 0.6395 2022-10-24 22:02:01,530 - mmdet - INFO - Epoch [2][4800/7330] lr: 3.000e-02, eta: 3:44:08, time: 0.178, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0626, loss_cls: 0.2747, acc: 91.6648, loss_bbox: 0.2499, loss: 0.6365 2022-10-24 22:02:10,508 - mmdet - INFO - Epoch [2][4850/7330] lr: 3.000e-02, eta: 3:44:00, time: 0.180, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0644, loss_cls: 0.2782, acc: 91.6230, loss_bbox: 0.2552, loss: 0.6462 2022-10-24 22:02:19,392 - mmdet - INFO - Epoch [2][4900/7330] lr: 3.000e-02, eta: 3:43:51, time: 0.178, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0671, loss_cls: 0.2878, acc: 91.3069, loss_bbox: 0.2564, loss: 0.6640 2022-10-24 22:02:28,480 - mmdet - INFO - Epoch [2][4950/7330] lr: 3.000e-02, eta: 3:43:43, time: 0.182, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0636, loss_cls: 0.2885, acc: 91.2673, loss_bbox: 0.2529, loss: 0.6536 2022-10-24 22:02:37,340 - mmdet - INFO - Epoch [2][5000/7330] lr: 3.000e-02, eta: 3:43:34, time: 0.177, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0632, loss_cls: 0.2834, acc: 91.6106, loss_bbox: 0.2495, loss: 0.6414 2022-10-24 22:02:46,332 - mmdet - INFO - Epoch [2][5050/7330] lr: 3.000e-02, eta: 3:43:26, time: 0.180, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0660, loss_cls: 0.2816, acc: 91.5430, loss_bbox: 0.2505, loss: 0.6467 2022-10-24 22:02:55,240 - mmdet - INFO - Epoch [2][5100/7330] lr: 3.000e-02, eta: 3:43:18, time: 0.178, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0659, loss_cls: 0.2797, acc: 91.6172, loss_bbox: 0.2441, loss: 0.6422 2022-10-24 22:03:04,346 - mmdet - INFO - Epoch [2][5150/7330] lr: 3.000e-02, eta: 3:43:10, time: 0.182, data_time: 0.028, memory: 4101, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0596, loss_cls: 0.2693, acc: 91.9253, loss_bbox: 0.2346, loss: 0.6111 2022-10-24 22:03:13,077 - mmdet - INFO - Epoch [2][5200/7330] lr: 3.000e-02, eta: 3:43:01, time: 0.175, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0659, loss_cls: 0.2832, acc: 91.6184, loss_bbox: 0.2500, loss: 0.6489 2022-10-24 22:03:22,104 - mmdet - INFO - Epoch [2][5250/7330] lr: 3.000e-02, eta: 3:42:53, time: 0.181, data_time: 0.028, memory: 4101, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0623, loss_cls: 0.2691, acc: 91.9509, loss_bbox: 0.2400, loss: 0.6183 2022-10-24 22:03:31,014 - mmdet - INFO - Epoch [2][5300/7330] lr: 3.000e-02, eta: 3:42:44, time: 0.178, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0627, loss_cls: 0.2818, acc: 91.5071, loss_bbox: 0.2482, loss: 0.6356 2022-10-24 22:03:40,005 - mmdet - INFO - Epoch [2][5350/7330] lr: 3.000e-02, eta: 3:42:36, time: 0.180, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0632, loss_cls: 0.2788, acc: 91.5840, loss_bbox: 0.2553, loss: 0.6463 2022-10-24 22:03:48,603 - mmdet - INFO - Epoch [2][5400/7330] lr: 3.000e-02, eta: 3:42:25, time: 0.172, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0609, loss_cls: 0.2710, acc: 91.7966, loss_bbox: 0.2417, loss: 0.6168 2022-10-24 22:03:57,334 - mmdet - INFO - Epoch [2][5450/7330] lr: 3.000e-02, eta: 3:42:16, time: 0.175, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0603, loss_cls: 0.2825, acc: 91.5278, loss_bbox: 0.2464, loss: 0.6351 2022-10-24 22:04:06,476 - mmdet - INFO - Epoch [2][5500/7330] lr: 3.000e-02, eta: 3:42:08, time: 0.183, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0642, loss_cls: 0.2867, acc: 91.3965, loss_bbox: 0.2520, loss: 0.6543 2022-10-24 22:04:15,170 - mmdet - INFO - Epoch [2][5550/7330] lr: 3.000e-02, eta: 3:41:58, time: 0.174, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0622, loss_cls: 0.2793, acc: 91.5581, loss_bbox: 0.2499, loss: 0.6418 2022-10-24 22:04:23,997 - mmdet - INFO - Epoch [2][5600/7330] lr: 3.000e-02, eta: 3:41:49, time: 0.177, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0616, loss_cls: 0.2886, acc: 91.2827, loss_bbox: 0.2561, loss: 0.6548 2022-10-24 22:04:33,161 - mmdet - INFO - Epoch [2][5650/7330] lr: 3.000e-02, eta: 3:41:42, time: 0.183, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0642, loss_cls: 0.2786, acc: 91.6760, loss_bbox: 0.2463, loss: 0.6395 2022-10-24 22:04:42,113 - mmdet - INFO - Epoch [2][5700/7330] lr: 3.000e-02, eta: 3:41:34, time: 0.179, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0646, loss_cls: 0.2793, acc: 91.5576, loss_bbox: 0.2477, loss: 0.6413 2022-10-24 22:04:51,103 - mmdet - INFO - Epoch [2][5750/7330] lr: 3.000e-02, eta: 3:41:26, time: 0.180, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0628, loss_cls: 0.2887, acc: 91.4695, loss_bbox: 0.2515, loss: 0.6554 2022-10-24 22:05:00,168 - mmdet - INFO - Epoch [2][5800/7330] lr: 3.000e-02, eta: 3:41:18, time: 0.181, data_time: 0.037, memory: 4101, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0653, loss_cls: 0.2877, acc: 91.3364, loss_bbox: 0.2530, loss: 0.6540 2022-10-24 22:05:09,150 - mmdet - INFO - Epoch [2][5850/7330] lr: 3.000e-02, eta: 3:41:10, time: 0.180, data_time: 0.028, memory: 4101, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0600, loss_cls: 0.2762, acc: 91.7795, loss_bbox: 0.2389, loss: 0.6247 2022-10-24 22:05:18,055 - mmdet - INFO - Epoch [2][5900/7330] lr: 3.000e-02, eta: 3:41:01, time: 0.178, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0673, loss_cls: 0.2811, acc: 91.5769, loss_bbox: 0.2514, loss: 0.6513 2022-10-24 22:05:26,949 - mmdet - INFO - Epoch [2][5950/7330] lr: 3.000e-02, eta: 3:40:52, time: 0.178, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0621, loss_cls: 0.2761, acc: 91.7368, loss_bbox: 0.2457, loss: 0.6328 2022-10-24 22:05:35,914 - mmdet - INFO - Epoch [2][6000/7330] lr: 3.000e-02, eta: 3:40:44, time: 0.179, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0662, loss_cls: 0.2981, acc: 91.1626, loss_bbox: 0.2540, loss: 0.6721 2022-10-24 22:05:44,821 - mmdet - INFO - Epoch [2][6050/7330] lr: 3.000e-02, eta: 3:40:35, time: 0.178, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0628, loss_cls: 0.2672, acc: 91.8640, loss_bbox: 0.2428, loss: 0.6199 2022-10-24 22:05:53,709 - mmdet - INFO - Epoch [2][6100/7330] lr: 3.000e-02, eta: 3:40:26, time: 0.178, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0628, loss_cls: 0.2855, acc: 91.3926, loss_bbox: 0.2536, loss: 0.6521 2022-10-24 22:06:02,719 - mmdet - INFO - Epoch [2][6150/7330] lr: 3.000e-02, eta: 3:40:18, time: 0.180, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0652, loss_cls: 0.2802, acc: 91.6133, loss_bbox: 0.2527, loss: 0.6487 2022-10-24 22:06:11,392 - mmdet - INFO - Epoch [2][6200/7330] lr: 3.000e-02, eta: 3:40:08, time: 0.173, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0613, loss_cls: 0.2686, acc: 91.7571, loss_bbox: 0.2410, loss: 0.6184 2022-10-24 22:06:20,484 - mmdet - INFO - Epoch [2][6250/7330] lr: 3.000e-02, eta: 3:40:00, time: 0.182, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0648, loss_cls: 0.2845, acc: 91.4663, loss_bbox: 0.2517, loss: 0.6542 2022-10-24 22:06:29,267 - mmdet - INFO - Epoch [2][6300/7330] lr: 3.000e-02, eta: 3:39:51, time: 0.176, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0635, loss_cls: 0.2745, acc: 91.6985, loss_bbox: 0.2461, loss: 0.6319 2022-10-24 22:06:37,941 - mmdet - INFO - Epoch [2][6350/7330] lr: 3.000e-02, eta: 3:39:41, time: 0.173, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0640, loss_cls: 0.2744, acc: 91.6040, loss_bbox: 0.2493, loss: 0.6370 2022-10-24 22:06:46,995 - mmdet - INFO - Epoch [2][6400/7330] lr: 3.000e-02, eta: 3:39:33, time: 0.181, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0607, loss_cls: 0.2688, acc: 91.8833, loss_bbox: 0.2416, loss: 0.6170 2022-10-24 22:06:55,734 - mmdet - INFO - Epoch [2][6450/7330] lr: 3.000e-02, eta: 3:39:24, time: 0.175, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0628, loss_cls: 0.2722, acc: 91.7375, loss_bbox: 0.2383, loss: 0.6206 2022-10-24 22:07:04,775 - mmdet - INFO - Epoch [2][6500/7330] lr: 3.000e-02, eta: 3:39:16, time: 0.181, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0651, loss_cls: 0.2795, acc: 91.5427, loss_bbox: 0.2454, loss: 0.6405 2022-10-24 22:07:13,637 - mmdet - INFO - Epoch [2][6550/7330] lr: 3.000e-02, eta: 3:39:07, time: 0.177, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0632, loss_cls: 0.2814, acc: 91.4297, loss_bbox: 0.2542, loss: 0.6464 2022-10-24 22:07:22,704 - mmdet - INFO - Epoch [2][6600/7330] lr: 3.000e-02, eta: 3:38:59, time: 0.181, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0648, loss_cls: 0.2913, acc: 91.1062, loss_bbox: 0.2640, loss: 0.6699 2022-10-24 22:07:31,622 - mmdet - INFO - Epoch [2][6650/7330] lr: 3.000e-02, eta: 3:38:50, time: 0.178, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0600, loss_cls: 0.2691, acc: 91.8613, loss_bbox: 0.2425, loss: 0.6160 2022-10-24 22:07:40,371 - mmdet - INFO - Epoch [2][6700/7330] lr: 3.000e-02, eta: 3:38:41, time: 0.175, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0622, loss_cls: 0.2788, acc: 91.6680, loss_bbox: 0.2439, loss: 0.6322 2022-10-24 22:07:49,155 - mmdet - INFO - Epoch [2][6750/7330] lr: 3.000e-02, eta: 3:38:31, time: 0.176, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0631, loss_cls: 0.2698, acc: 91.8694, loss_bbox: 0.2407, loss: 0.6225 2022-10-24 22:07:58,197 - mmdet - INFO - Epoch [2][6800/7330] lr: 3.000e-02, eta: 3:38:23, time: 0.181, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0663, loss_cls: 0.2742, acc: 91.6147, loss_bbox: 0.2443, loss: 0.6341 2022-10-24 22:08:06,555 - mmdet - INFO - Epoch [2][6850/7330] lr: 3.000e-02, eta: 3:38:12, time: 0.167, data_time: 0.028, memory: 4101, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0612, loss_cls: 0.2638, acc: 92.0393, loss_bbox: 0.2346, loss: 0.6060 2022-10-24 22:08:15,340 - mmdet - INFO - Epoch [2][6900/7330] lr: 3.000e-02, eta: 3:38:02, time: 0.176, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0622, loss_cls: 0.2692, acc: 91.8313, loss_bbox: 0.2456, loss: 0.6244 2022-10-24 22:08:24,055 - mmdet - INFO - Epoch [2][6950/7330] lr: 3.000e-02, eta: 3:37:53, time: 0.174, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0637, loss_cls: 0.2724, acc: 91.7581, loss_bbox: 0.2476, loss: 0.6294 2022-10-24 22:08:33,174 - mmdet - INFO - Epoch [2][7000/7330] lr: 3.000e-02, eta: 3:37:45, time: 0.182, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0631, loss_cls: 0.2830, acc: 91.3750, loss_bbox: 0.2535, loss: 0.6524 2022-10-24 22:08:42,207 - mmdet - INFO - Epoch [2][7050/7330] lr: 3.000e-02, eta: 3:37:37, time: 0.181, data_time: 0.038, memory: 4101, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0662, loss_cls: 0.2776, acc: 91.5249, loss_bbox: 0.2502, loss: 0.6475 2022-10-24 22:08:51,240 - mmdet - INFO - Epoch [2][7100/7330] lr: 3.000e-02, eta: 3:37:29, time: 0.181, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0641, loss_cls: 0.2887, acc: 91.3862, loss_bbox: 0.2501, loss: 0.6549 2022-10-24 22:08:59,772 - mmdet - INFO - Epoch [2][7150/7330] lr: 3.000e-02, eta: 3:37:18, time: 0.171, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0595, loss_cls: 0.2621, acc: 91.9602, loss_bbox: 0.2381, loss: 0.6052 2022-10-24 22:09:08,523 - mmdet - INFO - Epoch [2][7200/7330] lr: 3.000e-02, eta: 3:37:09, time: 0.175, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0588, loss_cls: 0.2752, acc: 91.6287, loss_bbox: 0.2450, loss: 0.6254 2022-10-24 22:09:17,150 - mmdet - INFO - Epoch [2][7250/7330] lr: 3.000e-02, eta: 3:36:59, time: 0.173, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0588, loss_cls: 0.2753, acc: 91.6677, loss_bbox: 0.2456, loss: 0.6266 2022-10-24 22:09:25,889 - mmdet - INFO - Epoch [2][7300/7330] lr: 3.000e-02, eta: 3:36:49, time: 0.175, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0639, loss_cls: 0.2746, acc: 91.6326, loss_bbox: 0.2498, loss: 0.6361 2022-10-24 22:09:31,572 - mmdet - INFO - Saving checkpoint at 2 epochs 2022-10-24 22:09:55,854 - mmdet - INFO - Evaluating bbox... 2022-10-24 22:10:27,396 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.259 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.431 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.276 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.141 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.286 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.337 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.415 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.415 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.415 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.221 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.448 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.541 2022-10-24 22:10:27,872 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_faster-rcnn_1x_coco_lr3e-2_wd5e-5_keep-all/best_bbox_mAP_epoch_1.pth was removed 2022-10-24 22:10:28,508 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_2.pth. 2022-10-24 22:10:28,509 - mmdet - INFO - Best bbox_mAP is 0.2590 at 2 epoch. 2022-10-24 22:10:28,509 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 22:10:28,509 - mmdet - INFO - Epoch(val) [2][625] bbox_mAP: 0.2590, bbox_mAP_50: 0.4310, bbox_mAP_75: 0.2760, bbox_mAP_s: 0.1410, bbox_mAP_m: 0.2860, bbox_mAP_l: 0.3370, bbox_mAP_copypaste: 0.259 0.431 0.276 0.141 0.286 0.337 2022-10-24 22:10:40,751 - mmdet - INFO - Epoch [3][50/7330] lr: 3.000e-02, eta: 3:36:25, time: 0.244, data_time: 0.097, memory: 4101, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0615, loss_cls: 0.2707, acc: 91.7305, loss_bbox: 0.2464, loss: 0.6229 2022-10-24 22:10:49,866 - mmdet - INFO - Epoch [3][100/7330] lr: 3.000e-02, eta: 3:36:18, time: 0.182, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0625, loss_cls: 0.2662, acc: 91.7539, loss_bbox: 0.2485, loss: 0.6255 2022-10-24 22:10:59,140 - mmdet - INFO - Epoch [3][150/7330] lr: 3.000e-02, eta: 3:36:11, time: 0.185, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0611, loss_cls: 0.2715, acc: 91.6301, loss_bbox: 0.2523, loss: 0.6293 2022-10-24 22:11:08,040 - mmdet - INFO - Epoch [3][200/7330] lr: 3.000e-02, eta: 3:36:02, time: 0.178, data_time: 0.028, memory: 4101, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0592, loss_cls: 0.2638, acc: 91.9114, loss_bbox: 0.2396, loss: 0.6078 2022-10-24 22:11:17,026 - mmdet - INFO - Epoch [3][250/7330] lr: 3.000e-02, eta: 3:35:54, time: 0.180, data_time: 0.027, memory: 4101, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0602, loss_cls: 0.2651, acc: 91.7144, loss_bbox: 0.2465, loss: 0.6154 2022-10-24 22:11:25,825 - mmdet - INFO - Epoch [3][300/7330] lr: 3.000e-02, eta: 3:35:45, time: 0.176, data_time: 0.027, memory: 4101, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0576, loss_cls: 0.2455, acc: 92.5618, loss_bbox: 0.2228, loss: 0.5681 2022-10-24 22:11:34,958 - mmdet - INFO - Epoch [3][350/7330] lr: 3.000e-02, eta: 3:35:37, time: 0.183, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0613, loss_cls: 0.2639, acc: 91.9824, loss_bbox: 0.2403, loss: 0.6104 2022-10-24 22:11:43,890 - mmdet - INFO - Epoch [3][400/7330] lr: 3.000e-02, eta: 3:35:29, time: 0.179, data_time: 0.027, memory: 4101, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0612, loss_cls: 0.2702, acc: 91.7886, loss_bbox: 0.2442, loss: 0.6228 2022-10-24 22:11:52,960 - mmdet - INFO - Epoch [3][450/7330] lr: 3.000e-02, eta: 3:35:21, time: 0.181, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0639, loss_cls: 0.2739, acc: 91.6504, loss_bbox: 0.2477, loss: 0.6327 2022-10-24 22:12:01,909 - mmdet - INFO - Epoch [3][500/7330] lr: 3.000e-02, eta: 3:35:12, time: 0.179, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0619, loss_cls: 0.2707, acc: 91.8347, loss_bbox: 0.2437, loss: 0.6188 2022-10-24 22:12:10,695 - mmdet - INFO - Epoch [3][550/7330] lr: 3.000e-02, eta: 3:35:03, time: 0.176, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0603, loss_cls: 0.2655, acc: 91.8909, loss_bbox: 0.2433, loss: 0.6154 2022-10-24 22:12:19,654 - mmdet - INFO - Epoch [3][600/7330] lr: 3.000e-02, eta: 3:34:54, time: 0.179, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0586, loss_cls: 0.2726, acc: 91.6101, loss_bbox: 0.2462, loss: 0.6191 2022-10-24 22:12:28,545 - mmdet - INFO - Epoch [3][650/7330] lr: 3.000e-02, eta: 3:34:46, time: 0.178, data_time: 0.025, memory: 4101, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0604, loss_cls: 0.2619, acc: 91.8010, loss_bbox: 0.2476, loss: 0.6147 2022-10-24 22:12:37,734 - mmdet - INFO - Epoch [3][700/7330] lr: 3.000e-02, eta: 3:34:38, time: 0.184, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0618, loss_cls: 0.2668, acc: 91.6816, loss_bbox: 0.2529, loss: 0.6277 2022-10-24 22:12:46,684 - mmdet - INFO - Epoch [3][750/7330] lr: 3.000e-02, eta: 3:34:30, time: 0.179, data_time: 0.026, memory: 4101, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0584, loss_cls: 0.2604, acc: 91.8108, loss_bbox: 0.2449, loss: 0.6077 2022-10-24 22:12:55,275 - mmdet - INFO - Epoch [3][800/7330] lr: 3.000e-02, eta: 3:34:20, time: 0.172, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0579, loss_cls: 0.2599, acc: 92.2551, loss_bbox: 0.2343, loss: 0.5959 2022-10-24 22:13:04,192 - mmdet - INFO - Epoch [3][850/7330] lr: 3.000e-02, eta: 3:34:11, time: 0.178, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0665, loss_cls: 0.2725, acc: 91.7861, loss_bbox: 0.2458, loss: 0.6339 2022-10-24 22:13:13,277 - mmdet - INFO - Epoch [3][900/7330] lr: 3.000e-02, eta: 3:34:03, time: 0.182, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0640, loss_cls: 0.2701, acc: 91.6882, loss_bbox: 0.2469, loss: 0.6249 2022-10-24 22:13:22,205 - mmdet - INFO - Epoch [3][950/7330] lr: 3.000e-02, eta: 3:33:55, time: 0.179, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0629, loss_cls: 0.2729, acc: 91.6128, loss_bbox: 0.2433, loss: 0.6302 2022-10-24 22:13:31,162 - mmdet - INFO - Epoch [3][1000/7330] lr: 3.000e-02, eta: 3:33:46, time: 0.179, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0613, loss_cls: 0.2550, acc: 92.1064, loss_bbox: 0.2326, loss: 0.5945 2022-10-24 22:13:40,177 - mmdet - INFO - Epoch [3][1050/7330] lr: 3.000e-02, eta: 3:33:38, time: 0.180, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0610, loss_cls: 0.2662, acc: 91.8516, loss_bbox: 0.2416, loss: 0.6120 2022-10-24 22:13:49,166 - mmdet - INFO - Epoch [3][1100/7330] lr: 3.000e-02, eta: 3:33:30, time: 0.180, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0651, loss_cls: 0.2718, acc: 91.6499, loss_bbox: 0.2475, loss: 0.6291 2022-10-24 22:13:58,381 - mmdet - INFO - Epoch [3][1150/7330] lr: 3.000e-02, eta: 3:33:22, time: 0.184, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0652, loss_cls: 0.2753, acc: 91.7131, loss_bbox: 0.2388, loss: 0.6292 2022-10-24 22:14:07,142 - mmdet - INFO - Epoch [3][1200/7330] lr: 3.000e-02, eta: 3:33:13, time: 0.175, data_time: 0.028, memory: 4101, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0587, loss_cls: 0.2543, acc: 92.1323, loss_bbox: 0.2367, loss: 0.5921 2022-10-24 22:14:16,093 - mmdet - INFO - Epoch [3][1250/7330] lr: 3.000e-02, eta: 3:33:04, time: 0.179, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0635, loss_cls: 0.2583, acc: 91.9993, loss_bbox: 0.2358, loss: 0.6043 2022-10-24 22:14:25,157 - mmdet - INFO - Epoch [3][1300/7330] lr: 3.000e-02, eta: 3:32:56, time: 0.181, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0634, loss_cls: 0.2815, acc: 91.4417, loss_bbox: 0.2527, loss: 0.6450 2022-10-24 22:14:34,169 - mmdet - INFO - Epoch [3][1350/7330] lr: 3.000e-02, eta: 3:32:48, time: 0.180, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0649, loss_cls: 0.2833, acc: 91.3760, loss_bbox: 0.2531, loss: 0.6501 2022-10-24 22:14:42,795 - mmdet - INFO - Epoch [3][1400/7330] lr: 3.000e-02, eta: 3:32:38, time: 0.173, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0605, loss_cls: 0.2686, acc: 91.7583, loss_bbox: 0.2438, loss: 0.6201 2022-10-24 22:14:51,618 - mmdet - INFO - Epoch [3][1450/7330] lr: 3.000e-02, eta: 3:32:29, time: 0.176, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0623, loss_cls: 0.2754, acc: 91.4060, loss_bbox: 0.2540, loss: 0.6375 2022-10-24 22:15:00,726 - mmdet - INFO - Epoch [3][1500/7330] lr: 3.000e-02, eta: 3:32:21, time: 0.182, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0666, loss_cls: 0.2674, acc: 91.8193, loss_bbox: 0.2421, loss: 0.6228 2022-10-24 22:15:09,761 - mmdet - INFO - Epoch [3][1550/7330] lr: 3.000e-02, eta: 3:32:13, time: 0.181, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0608, loss_cls: 0.2716, acc: 91.5615, loss_bbox: 0.2514, loss: 0.6291 2022-10-24 22:15:18,677 - mmdet - INFO - Epoch [3][1600/7330] lr: 3.000e-02, eta: 3:32:04, time: 0.178, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0618, loss_cls: 0.2584, acc: 91.8752, loss_bbox: 0.2467, loss: 0.6152 2022-10-24 22:15:27,722 - mmdet - INFO - Epoch [3][1650/7330] lr: 3.000e-02, eta: 3:31:56, time: 0.181, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0629, loss_cls: 0.2763, acc: 91.5471, loss_bbox: 0.2536, loss: 0.6362 2022-10-24 22:15:36,499 - mmdet - INFO - Epoch [3][1700/7330] lr: 3.000e-02, eta: 3:31:47, time: 0.176, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0614, loss_cls: 0.2800, acc: 91.5330, loss_bbox: 0.2490, loss: 0.6355 2022-10-24 22:15:45,242 - mmdet - INFO - Epoch [3][1750/7330] lr: 3.000e-02, eta: 3:31:37, time: 0.175, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0610, loss_cls: 0.2611, acc: 92.0137, loss_bbox: 0.2351, loss: 0.6021 2022-10-24 22:15:54,203 - mmdet - INFO - Epoch [3][1800/7330] lr: 3.000e-02, eta: 3:31:29, time: 0.179, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0592, loss_cls: 0.2637, acc: 91.8867, loss_bbox: 0.2399, loss: 0.6062 2022-10-24 22:16:03,617 - mmdet - INFO - Epoch [3][1850/7330] lr: 3.000e-02, eta: 3:31:22, time: 0.188, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0607, loss_cls: 0.2586, acc: 91.9934, loss_bbox: 0.2415, loss: 0.6073 2022-10-24 22:16:12,725 - mmdet - INFO - Epoch [3][1900/7330] lr: 3.000e-02, eta: 3:31:15, time: 0.182, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0608, loss_cls: 0.2663, acc: 91.8882, loss_bbox: 0.2469, loss: 0.6189 2022-10-24 22:16:21,896 - mmdet - INFO - Epoch [3][1950/7330] lr: 3.000e-02, eta: 3:31:07, time: 0.183, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0652, loss_cls: 0.2711, acc: 91.6404, loss_bbox: 0.2503, loss: 0.6337 2022-10-24 22:16:30,576 - mmdet - INFO - Epoch [3][2000/7330] lr: 3.000e-02, eta: 3:30:57, time: 0.174, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0602, loss_cls: 0.2736, acc: 91.8389, loss_bbox: 0.2372, loss: 0.6132 2022-10-24 22:16:39,438 - mmdet - INFO - Epoch [3][2050/7330] lr: 3.000e-02, eta: 3:30:48, time: 0.177, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0631, loss_cls: 0.2647, acc: 91.8701, loss_bbox: 0.2465, loss: 0.6186 2022-10-24 22:16:48,506 - mmdet - INFO - Epoch [3][2100/7330] lr: 3.000e-02, eta: 3:30:40, time: 0.181, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0601, loss_cls: 0.2674, acc: 91.6909, loss_bbox: 0.2464, loss: 0.6169 2022-10-24 22:16:57,199 - mmdet - INFO - Epoch [3][2150/7330] lr: 3.000e-02, eta: 3:30:31, time: 0.174, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0593, loss_cls: 0.2536, acc: 92.0986, loss_bbox: 0.2407, loss: 0.5935 2022-10-24 22:17:06,232 - mmdet - INFO - Epoch [3][2200/7330] lr: 3.000e-02, eta: 3:30:22, time: 0.181, data_time: 0.026, memory: 4101, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0645, loss_cls: 0.2731, acc: 91.6909, loss_bbox: 0.2438, loss: 0.6257 2022-10-24 22:17:15,126 - mmdet - INFO - Epoch [3][2250/7330] lr: 3.000e-02, eta: 3:30:14, time: 0.178, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0617, loss_cls: 0.2725, acc: 91.5938, loss_bbox: 0.2500, loss: 0.6296 2022-10-24 22:17:24,296 - mmdet - INFO - Epoch [3][2300/7330] lr: 3.000e-02, eta: 3:30:06, time: 0.183, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0600, loss_cls: 0.2695, acc: 91.6931, loss_bbox: 0.2516, loss: 0.6276 2022-10-24 22:17:33,278 - mmdet - INFO - Epoch [3][2350/7330] lr: 3.000e-02, eta: 3:29:57, time: 0.180, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0620, loss_cls: 0.2721, acc: 91.6963, loss_bbox: 0.2472, loss: 0.6264 2022-10-24 22:17:42,298 - mmdet - INFO - Epoch [3][2400/7330] lr: 3.000e-02, eta: 3:29:49, time: 0.180, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0600, loss_cls: 0.2769, acc: 91.4626, loss_bbox: 0.2520, loss: 0.6328 2022-10-24 22:17:51,201 - mmdet - INFO - Epoch [3][2450/7330] lr: 3.000e-02, eta: 3:29:40, time: 0.178, data_time: 0.027, memory: 4101, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0585, loss_cls: 0.2658, acc: 91.9077, loss_bbox: 0.2413, loss: 0.6088 2022-10-24 22:17:59,970 - mmdet - INFO - Epoch [3][2500/7330] lr: 3.000e-02, eta: 3:29:31, time: 0.175, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0613, loss_cls: 0.2825, acc: 91.3687, loss_bbox: 0.2533, loss: 0.6441 2022-10-24 22:18:08,798 - mmdet - INFO - Epoch [3][2550/7330] lr: 3.000e-02, eta: 3:29:22, time: 0.177, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0620, loss_cls: 0.2770, acc: 91.4915, loss_bbox: 0.2497, loss: 0.6322 2022-10-24 22:18:17,909 - mmdet - INFO - Epoch [3][2600/7330] lr: 3.000e-02, eta: 3:29:14, time: 0.182, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0633, loss_cls: 0.2696, acc: 91.6943, loss_bbox: 0.2429, loss: 0.6200 2022-10-24 22:18:26,955 - mmdet - INFO - Epoch [3][2650/7330] lr: 3.000e-02, eta: 3:29:06, time: 0.181, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0602, loss_cls: 0.2775, acc: 91.8066, loss_bbox: 0.2423, loss: 0.6269 2022-10-24 22:18:35,887 - mmdet - INFO - Epoch [3][2700/7330] lr: 3.000e-02, eta: 3:28:57, time: 0.179, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0614, loss_cls: 0.2736, acc: 91.5110, loss_bbox: 0.2460, loss: 0.6267 2022-10-24 22:18:44,762 - mmdet - INFO - Epoch [3][2750/7330] lr: 3.000e-02, eta: 3:28:48, time: 0.177, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0622, loss_cls: 0.2830, acc: 91.3799, loss_bbox: 0.2539, loss: 0.6464 2022-10-24 22:18:53,550 - mmdet - INFO - Epoch [3][2800/7330] lr: 3.000e-02, eta: 3:28:39, time: 0.176, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0611, loss_cls: 0.2650, acc: 91.8643, loss_bbox: 0.2454, loss: 0.6153 2022-10-24 22:19:02,748 - mmdet - INFO - Epoch [3][2850/7330] lr: 3.000e-02, eta: 3:28:31, time: 0.184, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0648, loss_cls: 0.2661, acc: 91.8044, loss_bbox: 0.2448, loss: 0.6215 2022-10-24 22:19:11,619 - mmdet - INFO - Epoch [3][2900/7330] lr: 3.000e-02, eta: 3:28:23, time: 0.177, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0594, loss_cls: 0.2750, acc: 91.7065, loss_bbox: 0.2408, loss: 0.6201 2022-10-24 22:19:20,573 - mmdet - INFO - Epoch [3][2950/7330] lr: 3.000e-02, eta: 3:28:14, time: 0.179, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0590, loss_cls: 0.2630, acc: 91.9331, loss_bbox: 0.2443, loss: 0.6124 2022-10-24 22:19:29,382 - mmdet - INFO - Epoch [3][3000/7330] lr: 3.000e-02, eta: 3:28:05, time: 0.176, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0615, loss_cls: 0.2730, acc: 91.7498, loss_bbox: 0.2389, loss: 0.6192 2022-10-24 22:19:38,333 - mmdet - INFO - Epoch [3][3050/7330] lr: 3.000e-02, eta: 3:27:56, time: 0.179, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0602, loss_cls: 0.2679, acc: 91.6553, loss_bbox: 0.2454, loss: 0.6203 2022-10-24 22:19:47,048 - mmdet - INFO - Epoch [3][3100/7330] lr: 3.000e-02, eta: 3:27:47, time: 0.174, data_time: 0.028, memory: 4101, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0594, loss_cls: 0.2694, acc: 91.8367, loss_bbox: 0.2384, loss: 0.6133 2022-10-24 22:19:55,967 - mmdet - INFO - Epoch [3][3150/7330] lr: 3.000e-02, eta: 3:27:38, time: 0.178, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0620, loss_cls: 0.2589, acc: 91.8621, loss_bbox: 0.2465, loss: 0.6120 2022-10-24 22:20:04,521 - mmdet - INFO - Epoch [3][3200/7330] lr: 3.000e-02, eta: 3:27:28, time: 0.171, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0615, loss_cls: 0.2700, acc: 91.7083, loss_bbox: 0.2502, loss: 0.6266 2022-10-24 22:20:13,474 - mmdet - INFO - Epoch [3][3250/7330] lr: 3.000e-02, eta: 3:27:19, time: 0.179, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0613, loss_cls: 0.2733, acc: 91.6135, loss_bbox: 0.2520, loss: 0.6340 2022-10-24 22:20:22,375 - mmdet - INFO - Epoch [3][3300/7330] lr: 3.000e-02, eta: 3:27:10, time: 0.178, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0603, loss_cls: 0.2622, acc: 92.0752, loss_bbox: 0.2397, loss: 0.6053 2022-10-24 22:20:31,038 - mmdet - INFO - Epoch [3][3350/7330] lr: 3.000e-02, eta: 3:27:01, time: 0.173, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0596, loss_cls: 0.2667, acc: 91.6692, loss_bbox: 0.2459, loss: 0.6186 2022-10-24 22:20:39,934 - mmdet - INFO - Epoch [3][3400/7330] lr: 3.000e-02, eta: 3:26:52, time: 0.178, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0596, loss_cls: 0.2674, acc: 91.7297, loss_bbox: 0.2475, loss: 0.6194 2022-10-24 22:20:48,629 - mmdet - INFO - Epoch [3][3450/7330] lr: 3.000e-02, eta: 3:26:42, time: 0.174, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0608, loss_cls: 0.2659, acc: 91.9739, loss_bbox: 0.2341, loss: 0.6077 2022-10-24 22:20:57,421 - mmdet - INFO - Epoch [3][3500/7330] lr: 3.000e-02, eta: 3:26:33, time: 0.176, data_time: 0.026, memory: 4101, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0592, loss_cls: 0.2482, acc: 92.3801, loss_bbox: 0.2319, loss: 0.5827 2022-10-24 22:21:06,365 - mmdet - INFO - Epoch [3][3550/7330] lr: 3.000e-02, eta: 3:26:24, time: 0.179, data_time: 0.039, memory: 4101, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0589, loss_cls: 0.2621, acc: 91.8799, loss_bbox: 0.2419, loss: 0.6060 2022-10-24 22:21:15,359 - mmdet - INFO - Epoch [3][3600/7330] lr: 3.000e-02, eta: 3:26:16, time: 0.180, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0607, loss_cls: 0.2661, acc: 91.8015, loss_bbox: 0.2446, loss: 0.6164 2022-10-24 22:21:24,191 - mmdet - INFO - Epoch [3][3650/7330] lr: 3.000e-02, eta: 3:26:07, time: 0.177, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0616, loss_cls: 0.2800, acc: 91.4075, loss_bbox: 0.2527, loss: 0.6413 2022-10-24 22:21:33,041 - mmdet - INFO - Epoch [3][3700/7330] lr: 3.000e-02, eta: 3:25:58, time: 0.177, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0610, loss_cls: 0.2531, acc: 91.9990, loss_bbox: 0.2361, loss: 0.5933 2022-10-24 22:21:41,627 - mmdet - INFO - Epoch [3][3750/7330] lr: 3.000e-02, eta: 3:25:48, time: 0.172, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0600, loss_cls: 0.2729, acc: 91.7520, loss_bbox: 0.2420, loss: 0.6207 2022-10-24 22:21:50,638 - mmdet - INFO - Epoch [3][3800/7330] lr: 3.000e-02, eta: 3:25:40, time: 0.180, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0614, loss_cls: 0.2610, acc: 91.8516, loss_bbox: 0.2370, loss: 0.6052 2022-10-24 22:21:59,435 - mmdet - INFO - Epoch [3][3850/7330] lr: 3.000e-02, eta: 3:25:30, time: 0.176, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0612, loss_cls: 0.2687, acc: 91.7583, loss_bbox: 0.2428, loss: 0.6156 2022-10-24 22:22:08,515 - mmdet - INFO - Epoch [3][3900/7330] lr: 3.000e-02, eta: 3:25:22, time: 0.182, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0602, loss_cls: 0.2642, acc: 91.8740, loss_bbox: 0.2413, loss: 0.6118 2022-10-24 22:22:17,333 - mmdet - INFO - Epoch [3][3950/7330] lr: 3.000e-02, eta: 3:25:13, time: 0.176, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0604, loss_cls: 0.2639, acc: 91.9561, loss_bbox: 0.2448, loss: 0.6141 2022-10-24 22:22:26,501 - mmdet - INFO - Epoch [3][4000/7330] lr: 3.000e-02, eta: 3:25:05, time: 0.183, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0630, loss_cls: 0.2746, acc: 91.5862, loss_bbox: 0.2479, loss: 0.6319 2022-10-24 22:22:35,530 - mmdet - INFO - Epoch [3][4050/7330] lr: 3.000e-02, eta: 3:24:57, time: 0.181, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0615, loss_cls: 0.2716, acc: 91.5066, loss_bbox: 0.2561, loss: 0.6372 2022-10-24 22:22:44,478 - mmdet - INFO - Epoch [3][4100/7330] lr: 3.000e-02, eta: 3:24:48, time: 0.179, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0648, loss_cls: 0.2748, acc: 91.5125, loss_bbox: 0.2483, loss: 0.6349 2022-10-24 22:22:53,139 - mmdet - INFO - Epoch [3][4150/7330] lr: 3.000e-02, eta: 3:24:39, time: 0.173, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0603, loss_cls: 0.2743, acc: 91.7722, loss_bbox: 0.2430, loss: 0.6231 2022-10-24 22:23:02,112 - mmdet - INFO - Epoch [3][4200/7330] lr: 3.000e-02, eta: 3:24:30, time: 0.179, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0582, loss_cls: 0.2595, acc: 92.0474, loss_bbox: 0.2363, loss: 0.5991 2022-10-24 22:23:11,115 - mmdet - INFO - Epoch [3][4250/7330] lr: 3.000e-02, eta: 3:24:22, time: 0.180, data_time: 0.037, memory: 4101, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0608, loss_cls: 0.2672, acc: 91.6499, loss_bbox: 0.2449, loss: 0.6152 2022-10-24 22:23:20,236 - mmdet - INFO - Epoch [3][4300/7330] lr: 3.000e-02, eta: 3:24:14, time: 0.182, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0637, loss_cls: 0.2625, acc: 92.0618, loss_bbox: 0.2430, loss: 0.6134 2022-10-24 22:23:29,047 - mmdet - INFO - Epoch [3][4350/7330] lr: 3.000e-02, eta: 3:24:05, time: 0.176, data_time: 0.037, memory: 4101, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0623, loss_cls: 0.2739, acc: 91.5457, loss_bbox: 0.2531, loss: 0.6339 2022-10-24 22:23:37,921 - mmdet - INFO - Epoch [3][4400/7330] lr: 3.000e-02, eta: 3:23:56, time: 0.177, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0595, loss_cls: 0.2575, acc: 92.0422, loss_bbox: 0.2366, loss: 0.5975 2022-10-24 22:23:46,678 - mmdet - INFO - Epoch [3][4450/7330] lr: 3.000e-02, eta: 3:23:46, time: 0.175, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0606, loss_cls: 0.2726, acc: 91.6746, loss_bbox: 0.2479, loss: 0.6267 2022-10-24 22:23:55,785 - mmdet - INFO - Epoch [3][4500/7330] lr: 3.000e-02, eta: 3:23:38, time: 0.182, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0623, loss_cls: 0.2603, acc: 91.8567, loss_bbox: 0.2406, loss: 0.6078 2022-10-24 22:24:04,596 - mmdet - INFO - Epoch [3][4550/7330] lr: 3.000e-02, eta: 3:23:29, time: 0.176, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0612, loss_cls: 0.2605, acc: 91.8499, loss_bbox: 0.2445, loss: 0.6117 2022-10-24 22:24:13,573 - mmdet - INFO - Epoch [3][4600/7330] lr: 3.000e-02, eta: 3:23:21, time: 0.180, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0604, loss_cls: 0.2633, acc: 91.8262, loss_bbox: 0.2469, loss: 0.6139 2022-10-24 22:24:22,406 - mmdet - INFO - Epoch [3][4650/7330] lr: 3.000e-02, eta: 3:23:12, time: 0.177, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0588, loss_cls: 0.2648, acc: 91.9109, loss_bbox: 0.2404, loss: 0.6084 2022-10-24 22:24:31,347 - mmdet - INFO - Epoch [3][4700/7330] lr: 3.000e-02, eta: 3:23:03, time: 0.179, data_time: 0.039, memory: 4101, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0630, loss_cls: 0.2694, acc: 91.7551, loss_bbox: 0.2461, loss: 0.6218 2022-10-24 22:24:39,965 - mmdet - INFO - Epoch [3][4750/7330] lr: 3.000e-02, eta: 3:22:53, time: 0.172, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0615, loss_cls: 0.2653, acc: 91.7649, loss_bbox: 0.2428, loss: 0.6142 2022-10-24 22:24:48,538 - mmdet - INFO - Epoch [3][4800/7330] lr: 3.000e-02, eta: 3:22:43, time: 0.171, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0592, loss_cls: 0.2648, acc: 92.0044, loss_bbox: 0.2360, loss: 0.6025 2022-10-24 22:24:57,307 - mmdet - INFO - Epoch [3][4850/7330] lr: 3.000e-02, eta: 3:22:34, time: 0.175, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0596, loss_cls: 0.2594, acc: 92.1694, loss_bbox: 0.2341, loss: 0.5972 2022-10-24 22:25:06,394 - mmdet - INFO - Epoch [3][4900/7330] lr: 3.000e-02, eta: 3:22:26, time: 0.182, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0639, loss_cls: 0.2624, acc: 91.8665, loss_bbox: 0.2382, loss: 0.6122 2022-10-24 22:25:15,090 - mmdet - INFO - Epoch [3][4950/7330] lr: 3.000e-02, eta: 3:22:16, time: 0.174, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0586, loss_cls: 0.2622, acc: 92.1243, loss_bbox: 0.2327, loss: 0.5989 2022-10-24 22:25:24,153 - mmdet - INFO - Epoch [3][5000/7330] lr: 3.000e-02, eta: 3:22:08, time: 0.181, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0621, loss_cls: 0.2647, acc: 91.8555, loss_bbox: 0.2385, loss: 0.6114 2022-10-24 22:25:33,250 - mmdet - INFO - Epoch [3][5050/7330] lr: 3.000e-02, eta: 3:22:00, time: 0.182, data_time: 0.037, memory: 4101, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0637, loss_cls: 0.2688, acc: 91.5852, loss_bbox: 0.2543, loss: 0.6329 2022-10-24 22:25:42,123 - mmdet - INFO - Epoch [3][5100/7330] lr: 3.000e-02, eta: 3:21:51, time: 0.177, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0643, loss_cls: 0.2777, acc: 91.4854, loss_bbox: 0.2502, loss: 0.6379 2022-10-24 22:25:51,195 - mmdet - INFO - Epoch [3][5150/7330] lr: 3.000e-02, eta: 3:21:43, time: 0.181, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0630, loss_cls: 0.2621, acc: 91.8494, loss_bbox: 0.2414, loss: 0.6123 2022-10-24 22:26:00,250 - mmdet - INFO - Epoch [3][5200/7330] lr: 3.000e-02, eta: 3:21:35, time: 0.181, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0557, loss_cls: 0.2584, acc: 91.9790, loss_bbox: 0.2400, loss: 0.5944 2022-10-24 22:26:08,907 - mmdet - INFO - Epoch [3][5250/7330] lr: 3.000e-02, eta: 3:21:25, time: 0.173, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0649, loss_cls: 0.2824, acc: 91.3530, loss_bbox: 0.2571, loss: 0.6524 2022-10-24 22:26:17,606 - mmdet - INFO - Epoch [3][5300/7330] lr: 3.000e-02, eta: 3:21:15, time: 0.174, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0605, loss_cls: 0.2646, acc: 91.7617, loss_bbox: 0.2418, loss: 0.6090 2022-10-24 22:26:26,264 - mmdet - INFO - Epoch [3][5350/7330] lr: 3.000e-02, eta: 3:21:06, time: 0.173, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0633, loss_cls: 0.2838, acc: 91.3613, loss_bbox: 0.2551, loss: 0.6504 2022-10-24 22:26:35,129 - mmdet - INFO - Epoch [3][5400/7330] lr: 3.000e-02, eta: 3:20:57, time: 0.177, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0576, loss_cls: 0.2758, acc: 91.5183, loss_bbox: 0.2486, loss: 0.6273 2022-10-24 22:26:44,238 - mmdet - INFO - Epoch [3][5450/7330] lr: 3.000e-02, eta: 3:20:49, time: 0.182, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0609, loss_cls: 0.2729, acc: 91.6055, loss_bbox: 0.2476, loss: 0.6255 2022-10-24 22:26:52,873 - mmdet - INFO - Epoch [3][5500/7330] lr: 3.000e-02, eta: 3:20:39, time: 0.173, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0583, loss_cls: 0.2651, acc: 91.8970, loss_bbox: 0.2394, loss: 0.6083 2022-10-24 22:27:02,013 - mmdet - INFO - Epoch [3][5550/7330] lr: 3.000e-02, eta: 3:20:31, time: 0.183, data_time: 0.028, memory: 4101, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0647, loss_cls: 0.2704, acc: 91.6643, loss_bbox: 0.2461, loss: 0.6259 2022-10-24 22:27:10,882 - mmdet - INFO - Epoch [3][5600/7330] lr: 3.000e-02, eta: 3:20:22, time: 0.177, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0614, loss_cls: 0.2608, acc: 92.0974, loss_bbox: 0.2340, loss: 0.6012 2022-10-24 22:27:19,605 - mmdet - INFO - Epoch [3][5650/7330] lr: 3.000e-02, eta: 3:20:13, time: 0.174, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0588, loss_cls: 0.2603, acc: 92.0332, loss_bbox: 0.2339, loss: 0.5980 2022-10-24 22:27:28,696 - mmdet - INFO - Epoch [3][5700/7330] lr: 3.000e-02, eta: 3:20:05, time: 0.182, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0611, loss_cls: 0.2597, acc: 91.9788, loss_bbox: 0.2370, loss: 0.6042 2022-10-24 22:27:37,546 - mmdet - INFO - Epoch [3][5750/7330] lr: 3.000e-02, eta: 3:19:56, time: 0.177, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0577, loss_cls: 0.2600, acc: 91.9910, loss_bbox: 0.2421, loss: 0.6013 2022-10-24 22:27:46,624 - mmdet - INFO - Epoch [3][5800/7330] lr: 3.000e-02, eta: 3:19:47, time: 0.182, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0612, loss_cls: 0.2653, acc: 91.6975, loss_bbox: 0.2463, loss: 0.6166 2022-10-24 22:27:55,449 - mmdet - INFO - Epoch [3][5850/7330] lr: 3.000e-02, eta: 3:19:38, time: 0.176, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0625, loss_cls: 0.2621, acc: 91.8604, loss_bbox: 0.2419, loss: 0.6087 2022-10-24 22:28:04,235 - mmdet - INFO - Epoch [3][5900/7330] lr: 3.000e-02, eta: 3:19:29, time: 0.176, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0613, loss_cls: 0.2606, acc: 91.9602, loss_bbox: 0.2393, loss: 0.6098 2022-10-24 22:28:13,394 - mmdet - INFO - Epoch [3][5950/7330] lr: 3.000e-02, eta: 3:19:21, time: 0.183, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0621, loss_cls: 0.2741, acc: 91.4331, loss_bbox: 0.2550, loss: 0.6363 2022-10-24 22:28:21,971 - mmdet - INFO - Epoch [3][6000/7330] lr: 3.000e-02, eta: 3:19:11, time: 0.171, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0600, loss_cls: 0.2611, acc: 91.9048, loss_bbox: 0.2448, loss: 0.6085 2022-10-24 22:28:31,126 - mmdet - INFO - Epoch [3][6050/7330] lr: 3.000e-02, eta: 3:19:03, time: 0.183, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0629, loss_cls: 0.2652, acc: 91.6907, loss_bbox: 0.2498, loss: 0.6235 2022-10-24 22:28:40,336 - mmdet - INFO - Epoch [3][6100/7330] lr: 3.000e-02, eta: 3:18:55, time: 0.184, data_time: 0.040, memory: 4101, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0620, loss_cls: 0.2765, acc: 91.4949, loss_bbox: 0.2489, loss: 0.6329 2022-10-24 22:28:49,277 - mmdet - INFO - Epoch [3][6150/7330] lr: 3.000e-02, eta: 3:18:47, time: 0.179, data_time: 0.028, memory: 4101, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0611, loss_cls: 0.2704, acc: 91.7600, loss_bbox: 0.2465, loss: 0.6250 2022-10-24 22:28:57,961 - mmdet - INFO - Epoch [3][6200/7330] lr: 3.000e-02, eta: 3:18:37, time: 0.174, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0595, loss_cls: 0.2684, acc: 91.7219, loss_bbox: 0.2432, loss: 0.6151 2022-10-24 22:29:07,126 - mmdet - INFO - Epoch [3][6250/7330] lr: 3.000e-02, eta: 3:18:29, time: 0.183, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0586, loss_cls: 0.2642, acc: 91.8438, loss_bbox: 0.2450, loss: 0.6111 2022-10-24 22:29:15,727 - mmdet - INFO - Epoch [3][6300/7330] lr: 3.000e-02, eta: 3:18:19, time: 0.172, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0570, loss_cls: 0.2459, acc: 92.3374, loss_bbox: 0.2303, loss: 0.5751 2022-10-24 22:29:24,536 - mmdet - INFO - Epoch [3][6350/7330] lr: 3.000e-02, eta: 3:18:10, time: 0.176, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0610, loss_cls: 0.2561, acc: 92.2285, loss_bbox: 0.2327, loss: 0.5950 2022-10-24 22:29:33,379 - mmdet - INFO - Epoch [3][6400/7330] lr: 3.000e-02, eta: 3:18:01, time: 0.177, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0581, loss_cls: 0.2636, acc: 91.8706, loss_bbox: 0.2426, loss: 0.6096 2022-10-24 22:29:42,207 - mmdet - INFO - Epoch [3][6450/7330] lr: 3.000e-02, eta: 3:17:52, time: 0.177, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0586, loss_cls: 0.2703, acc: 91.7222, loss_bbox: 0.2386, loss: 0.6105 2022-10-24 22:29:50,734 - mmdet - INFO - Epoch [3][6500/7330] lr: 3.000e-02, eta: 3:17:42, time: 0.171, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0600, loss_cls: 0.2674, acc: 91.9612, loss_bbox: 0.2360, loss: 0.6082 2022-10-24 22:29:59,640 - mmdet - INFO - Epoch [3][6550/7330] lr: 3.000e-02, eta: 3:17:34, time: 0.178, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0584, loss_cls: 0.2545, acc: 92.1333, loss_bbox: 0.2330, loss: 0.5872 2022-10-24 22:30:08,537 - mmdet - INFO - Epoch [3][6600/7330] lr: 3.000e-02, eta: 3:17:25, time: 0.178, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0594, loss_cls: 0.2603, acc: 92.1372, loss_bbox: 0.2329, loss: 0.6007 2022-10-24 22:30:17,185 - mmdet - INFO - Epoch [3][6650/7330] lr: 3.000e-02, eta: 3:17:15, time: 0.173, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0578, loss_cls: 0.2665, acc: 91.7427, loss_bbox: 0.2380, loss: 0.6041 2022-10-24 22:30:26,137 - mmdet - INFO - Epoch [3][6700/7330] lr: 3.000e-02, eta: 3:17:06, time: 0.179, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0591, loss_cls: 0.2588, acc: 92.0298, loss_bbox: 0.2418, loss: 0.6058 2022-10-24 22:30:35,053 - mmdet - INFO - Epoch [3][6750/7330] lr: 3.000e-02, eta: 3:16:58, time: 0.178, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0605, loss_cls: 0.2648, acc: 91.8071, loss_bbox: 0.2411, loss: 0.6107 2022-10-24 22:30:43,777 - mmdet - INFO - Epoch [3][6800/7330] lr: 3.000e-02, eta: 3:16:48, time: 0.174, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0585, loss_cls: 0.2602, acc: 91.9250, loss_bbox: 0.2415, loss: 0.6065 2022-10-24 22:30:52,499 - mmdet - INFO - Epoch [3][6850/7330] lr: 3.000e-02, eta: 3:16:39, time: 0.174, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0576, loss_cls: 0.2529, acc: 92.1140, loss_bbox: 0.2311, loss: 0.5850 2022-10-24 22:31:01,473 - mmdet - INFO - Epoch [3][6900/7330] lr: 3.000e-02, eta: 3:16:30, time: 0.179, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0572, loss_cls: 0.2627, acc: 91.9729, loss_bbox: 0.2306, loss: 0.5960 2022-10-24 22:31:10,169 - mmdet - INFO - Epoch [3][6950/7330] lr: 3.000e-02, eta: 3:16:21, time: 0.174, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0588, loss_cls: 0.2643, acc: 91.8772, loss_bbox: 0.2395, loss: 0.6071 2022-10-24 22:31:18,896 - mmdet - INFO - Epoch [3][7000/7330] lr: 3.000e-02, eta: 3:16:12, time: 0.175, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0608, loss_cls: 0.2767, acc: 91.5859, loss_bbox: 0.2504, loss: 0.6351 2022-10-24 22:31:27,611 - mmdet - INFO - Epoch [3][7050/7330] lr: 3.000e-02, eta: 3:16:02, time: 0.174, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0588, loss_cls: 0.2630, acc: 92.0049, loss_bbox: 0.2343, loss: 0.6008 2022-10-24 22:31:36,651 - mmdet - INFO - Epoch [3][7100/7330] lr: 3.000e-02, eta: 3:15:54, time: 0.181, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0613, loss_cls: 0.2652, acc: 91.7412, loss_bbox: 0.2415, loss: 0.6131 2022-10-24 22:31:45,610 - mmdet - INFO - Epoch [3][7150/7330] lr: 3.000e-02, eta: 3:15:45, time: 0.179, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0621, loss_cls: 0.2649, acc: 91.8264, loss_bbox: 0.2465, loss: 0.6172 2022-10-24 22:31:54,601 - mmdet - INFO - Epoch [3][7200/7330] lr: 3.000e-02, eta: 3:15:37, time: 0.180, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0582, loss_cls: 0.2628, acc: 92.0461, loss_bbox: 0.2344, loss: 0.5981 2022-10-24 22:32:03,341 - mmdet - INFO - Epoch [3][7250/7330] lr: 3.000e-02, eta: 3:15:27, time: 0.175, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0624, loss_cls: 0.2553, acc: 92.1101, loss_bbox: 0.2347, loss: 0.5967 2022-10-24 22:32:12,279 - mmdet - INFO - Epoch [3][7300/7330] lr: 3.000e-02, eta: 3:15:19, time: 0.179, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0612, loss_cls: 0.2642, acc: 91.8872, loss_bbox: 0.2429, loss: 0.6136 2022-10-24 22:32:17,799 - mmdet - INFO - Saving checkpoint at 3 epochs 2022-10-24 22:32:42,121 - mmdet - INFO - Evaluating bbox... 2022-10-24 22:33:15,458 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.290 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.473 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.314 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.155 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.320 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.373 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.445 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.445 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.445 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.236 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.483 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.575 2022-10-24 22:33:15,849 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_faster-rcnn_1x_coco_lr3e-2_wd5e-5_keep-all/best_bbox_mAP_epoch_2.pth was removed 2022-10-24 22:33:16,500 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_3.pth. 2022-10-24 22:33:16,501 - mmdet - INFO - Best bbox_mAP is 0.2900 at 3 epoch. 2022-10-24 22:33:16,502 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 22:33:16,502 - mmdet - INFO - Epoch(val) [3][625] bbox_mAP: 0.2900, bbox_mAP_50: 0.4730, bbox_mAP_75: 0.3140, bbox_mAP_s: 0.1550, bbox_mAP_m: 0.3200, bbox_mAP_l: 0.3730, bbox_mAP_copypaste: 0.290 0.473 0.314 0.155 0.320 0.373 2022-10-24 22:33:28,697 - mmdet - INFO - Epoch [4][50/7330] lr: 3.000e-02, eta: 3:14:58, time: 0.244, data_time: 0.094, memory: 4101, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0588, loss_cls: 0.2622, acc: 91.7107, loss_bbox: 0.2463, loss: 0.6093 2022-10-24 22:33:37,927 - mmdet - INFO - Epoch [4][100/7330] lr: 3.000e-02, eta: 3:14:51, time: 0.185, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0572, loss_cls: 0.2592, acc: 91.9260, loss_bbox: 0.2369, loss: 0.5945 2022-10-24 22:33:46,839 - mmdet - INFO - Epoch [4][150/7330] lr: 3.000e-02, eta: 3:14:42, time: 0.178, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0598, loss_cls: 0.2528, acc: 92.0793, loss_bbox: 0.2315, loss: 0.5857 2022-10-24 22:33:55,575 - mmdet - INFO - Epoch [4][200/7330] lr: 3.000e-02, eta: 3:14:33, time: 0.175, data_time: 0.027, memory: 4101, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0571, loss_cls: 0.2504, acc: 92.0310, loss_bbox: 0.2348, loss: 0.5810 2022-10-24 22:34:04,474 - mmdet - INFO - Epoch [4][250/7330] lr: 3.000e-02, eta: 3:14:24, time: 0.178, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0614, loss_cls: 0.2568, acc: 92.0024, loss_bbox: 0.2392, loss: 0.6004 2022-10-24 22:34:13,732 - mmdet - INFO - Epoch [4][300/7330] lr: 3.000e-02, eta: 3:14:16, time: 0.185, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0616, loss_cls: 0.2674, acc: 91.6345, loss_bbox: 0.2519, loss: 0.6224 2022-10-24 22:34:22,961 - mmdet - INFO - Epoch [4][350/7330] lr: 3.000e-02, eta: 3:14:08, time: 0.185, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0585, loss_cls: 0.2509, acc: 92.1804, loss_bbox: 0.2382, loss: 0.5886 2022-10-24 22:34:32,055 - mmdet - INFO - Epoch [4][400/7330] lr: 3.000e-02, eta: 3:14:00, time: 0.182, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0644, loss_cls: 0.2593, acc: 91.8281, loss_bbox: 0.2351, loss: 0.6029 2022-10-24 22:34:40,997 - mmdet - INFO - Epoch [4][450/7330] lr: 3.000e-02, eta: 3:13:51, time: 0.179, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0591, loss_cls: 0.2454, acc: 92.4241, loss_bbox: 0.2283, loss: 0.5753 2022-10-24 22:34:50,190 - mmdet - INFO - Epoch [4][500/7330] lr: 3.000e-02, eta: 3:13:43, time: 0.184, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0591, loss_cls: 0.2556, acc: 91.7773, loss_bbox: 0.2424, loss: 0.5984 2022-10-24 22:34:59,526 - mmdet - INFO - Epoch [4][550/7330] lr: 3.000e-02, eta: 3:13:36, time: 0.187, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0613, loss_cls: 0.2565, acc: 91.8125, loss_bbox: 0.2415, loss: 0.6040 2022-10-24 22:35:08,518 - mmdet - INFO - Epoch [4][600/7330] lr: 3.000e-02, eta: 3:13:27, time: 0.180, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0572, loss_cls: 0.2549, acc: 91.9331, loss_bbox: 0.2411, loss: 0.5939 2022-10-24 22:35:17,906 - mmdet - INFO - Epoch [4][650/7330] lr: 3.000e-02, eta: 3:13:20, time: 0.188, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0581, loss_cls: 0.2619, acc: 91.8411, loss_bbox: 0.2443, loss: 0.6091 2022-10-24 22:35:27,205 - mmdet - INFO - Epoch [4][700/7330] lr: 3.000e-02, eta: 3:13:12, time: 0.186, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0613, loss_cls: 0.2513, acc: 91.9045, loss_bbox: 0.2501, loss: 0.6043 2022-10-24 22:35:36,280 - mmdet - INFO - Epoch [4][750/7330] lr: 3.000e-02, eta: 3:13:04, time: 0.181, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0580, loss_cls: 0.2617, acc: 91.8745, loss_bbox: 0.2355, loss: 0.5929 2022-10-24 22:35:45,645 - mmdet - INFO - Epoch [4][800/7330] lr: 3.000e-02, eta: 3:12:56, time: 0.187, data_time: 0.039, memory: 4101, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0659, loss_cls: 0.2630, acc: 91.6365, loss_bbox: 0.2498, loss: 0.6225 2022-10-24 22:35:54,624 - mmdet - INFO - Epoch [4][850/7330] lr: 3.000e-02, eta: 3:12:48, time: 0.180, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0600, loss_cls: 0.2617, acc: 91.7190, loss_bbox: 0.2475, loss: 0.6139 2022-10-24 22:36:03,526 - mmdet - INFO - Epoch [4][900/7330] lr: 3.000e-02, eta: 3:12:39, time: 0.178, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0577, loss_cls: 0.2489, acc: 92.2625, loss_bbox: 0.2354, loss: 0.5813 2022-10-24 22:36:12,319 - mmdet - INFO - Epoch [4][950/7330] lr: 3.000e-02, eta: 3:12:30, time: 0.176, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0603, loss_cls: 0.2656, acc: 91.6223, loss_bbox: 0.2508, loss: 0.6177 2022-10-24 22:36:21,561 - mmdet - INFO - Epoch [4][1000/7330] lr: 3.000e-02, eta: 3:12:22, time: 0.185, data_time: 0.037, memory: 4101, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0619, loss_cls: 0.2642, acc: 91.6292, loss_bbox: 0.2471, loss: 0.6160 2022-10-24 22:36:30,678 - mmdet - INFO - Epoch [4][1050/7330] lr: 3.000e-02, eta: 3:12:14, time: 0.182, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0583, loss_cls: 0.2580, acc: 91.9065, loss_bbox: 0.2381, loss: 0.5942 2022-10-24 22:36:39,851 - mmdet - INFO - Epoch [4][1100/7330] lr: 3.000e-02, eta: 3:12:06, time: 0.183, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0594, loss_cls: 0.2476, acc: 92.1643, loss_bbox: 0.2411, loss: 0.5904 2022-10-24 22:36:49,067 - mmdet - INFO - Epoch [4][1150/7330] lr: 3.000e-02, eta: 3:11:58, time: 0.184, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0626, loss_cls: 0.2524, acc: 92.0039, loss_bbox: 0.2404, loss: 0.5989 2022-10-24 22:36:58,044 - mmdet - INFO - Epoch [4][1200/7330] lr: 3.000e-02, eta: 3:11:49, time: 0.180, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0610, loss_cls: 0.2613, acc: 91.7773, loss_bbox: 0.2467, loss: 0.6121 2022-10-24 22:37:07,061 - mmdet - INFO - Epoch [4][1250/7330] lr: 3.000e-02, eta: 3:11:40, time: 0.180, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0618, loss_cls: 0.2520, acc: 92.1418, loss_bbox: 0.2348, loss: 0.5916 2022-10-24 22:37:16,141 - mmdet - INFO - Epoch [4][1300/7330] lr: 3.000e-02, eta: 3:11:32, time: 0.182, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0587, loss_cls: 0.2623, acc: 91.9282, loss_bbox: 0.2420, loss: 0.6055 2022-10-24 22:37:25,521 - mmdet - INFO - Epoch [4][1350/7330] lr: 3.000e-02, eta: 3:11:25, time: 0.188, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0607, loss_cls: 0.2608, acc: 92.0972, loss_bbox: 0.2363, loss: 0.6014 2022-10-24 22:37:34,699 - mmdet - INFO - Epoch [4][1400/7330] lr: 3.000e-02, eta: 3:11:17, time: 0.184, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0615, loss_cls: 0.2593, acc: 91.7139, loss_bbox: 0.2495, loss: 0.6110 2022-10-24 22:37:43,745 - mmdet - INFO - Epoch [4][1450/7330] lr: 3.000e-02, eta: 3:11:08, time: 0.181, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0610, loss_cls: 0.2559, acc: 92.0176, loss_bbox: 0.2356, loss: 0.5956 2022-10-24 22:37:52,480 - mmdet - INFO - Epoch [4][1500/7330] lr: 3.000e-02, eta: 3:10:59, time: 0.175, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0615, loss_cls: 0.2579, acc: 91.9233, loss_bbox: 0.2395, loss: 0.6041 2022-10-24 22:38:01,819 - mmdet - INFO - Epoch [4][1550/7330] lr: 3.000e-02, eta: 3:10:51, time: 0.187, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0604, loss_cls: 0.2589, acc: 91.9509, loss_bbox: 0.2454, loss: 0.6089 2022-10-24 22:38:10,529 - mmdet - INFO - Epoch [4][1600/7330] lr: 3.000e-02, eta: 3:10:42, time: 0.174, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0557, loss_cls: 0.2564, acc: 91.9614, loss_bbox: 0.2437, loss: 0.5967 2022-10-24 22:38:19,617 - mmdet - INFO - Epoch [4][1650/7330] lr: 3.000e-02, eta: 3:10:33, time: 0.182, data_time: 0.037, memory: 4101, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0614, loss_cls: 0.2662, acc: 91.7952, loss_bbox: 0.2360, loss: 0.6113 2022-10-24 22:38:28,557 - mmdet - INFO - Epoch [4][1700/7330] lr: 3.000e-02, eta: 3:10:25, time: 0.179, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0590, loss_cls: 0.2612, acc: 92.0122, loss_bbox: 0.2320, loss: 0.5936 2022-10-24 22:38:37,415 - mmdet - INFO - Epoch [4][1750/7330] lr: 3.000e-02, eta: 3:10:16, time: 0.177, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0632, loss_cls: 0.2507, acc: 92.2009, loss_bbox: 0.2346, loss: 0.5931 2022-10-24 22:38:46,571 - mmdet - INFO - Epoch [4][1800/7330] lr: 3.000e-02, eta: 3:10:07, time: 0.183, data_time: 0.039, memory: 4101, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0618, loss_cls: 0.2567, acc: 91.8281, loss_bbox: 0.2445, loss: 0.6040 2022-10-24 22:38:55,445 - mmdet - INFO - Epoch [4][1850/7330] lr: 3.000e-02, eta: 3:09:59, time: 0.177, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0585, loss_cls: 0.2466, acc: 92.0562, loss_bbox: 0.2414, loss: 0.5855 2022-10-24 22:39:04,589 - mmdet - INFO - Epoch [4][1900/7330] lr: 3.000e-02, eta: 3:09:50, time: 0.183, data_time: 0.039, memory: 4101, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0622, loss_cls: 0.2550, acc: 91.9246, loss_bbox: 0.2430, loss: 0.6051 2022-10-24 22:39:13,229 - mmdet - INFO - Epoch [4][1950/7330] lr: 3.000e-02, eta: 3:09:41, time: 0.173, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0559, loss_cls: 0.2482, acc: 92.3169, loss_bbox: 0.2305, loss: 0.5758 2022-10-24 22:39:22,220 - mmdet - INFO - Epoch [4][2000/7330] lr: 3.000e-02, eta: 3:09:32, time: 0.180, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0570, loss_cls: 0.2639, acc: 91.7529, loss_bbox: 0.2398, loss: 0.6025 2022-10-24 22:39:31,514 - mmdet - INFO - Epoch [4][2050/7330] lr: 3.000e-02, eta: 3:09:24, time: 0.186, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0593, loss_cls: 0.2502, acc: 92.0691, loss_bbox: 0.2334, loss: 0.5837 2022-10-24 22:39:40,656 - mmdet - INFO - Epoch [4][2100/7330] lr: 3.000e-02, eta: 3:09:16, time: 0.183, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0601, loss_cls: 0.2618, acc: 91.7161, loss_bbox: 0.2460, loss: 0.6114 2022-10-24 22:39:49,759 - mmdet - INFO - Epoch [4][2150/7330] lr: 3.000e-02, eta: 3:09:08, time: 0.182, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0592, loss_cls: 0.2484, acc: 92.1936, loss_bbox: 0.2334, loss: 0.5826 2022-10-24 22:39:58,576 - mmdet - INFO - Epoch [4][2200/7330] lr: 3.000e-02, eta: 3:08:59, time: 0.176, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0573, loss_cls: 0.2460, acc: 92.3464, loss_bbox: 0.2303, loss: 0.5708 2022-10-24 22:40:07,720 - mmdet - INFO - Epoch [4][2250/7330] lr: 3.000e-02, eta: 3:08:51, time: 0.183, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0608, loss_cls: 0.2637, acc: 91.8958, loss_bbox: 0.2364, loss: 0.6032 2022-10-24 22:40:16,647 - mmdet - INFO - Epoch [4][2300/7330] lr: 3.000e-02, eta: 3:08:42, time: 0.179, data_time: 0.033, memory: 4101, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0577, loss_cls: 0.2585, acc: 91.8621, loss_bbox: 0.2426, loss: 0.6005 2022-10-24 22:40:25,580 - mmdet - INFO - Epoch [4][2350/7330] lr: 3.000e-02, eta: 3:08:33, time: 0.179, data_time: 0.036, memory: 4101, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0623, loss_cls: 0.2592, acc: 91.7705, loss_bbox: 0.2458, loss: 0.6096 2022-10-24 22:40:34,518 - mmdet - INFO - Epoch [4][2400/7330] lr: 3.000e-02, eta: 3:08:24, time: 0.179, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0589, loss_cls: 0.2519, acc: 92.0635, loss_bbox: 0.2359, loss: 0.5921 2022-10-24 22:40:43,420 - mmdet - INFO - Epoch [4][2450/7330] lr: 3.000e-02, eta: 3:08:15, time: 0.178, data_time: 0.029, memory: 4101, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0586, loss_cls: 0.2377, acc: 92.5632, loss_bbox: 0.2219, loss: 0.5623 2022-10-24 22:40:52,162 - mmdet - INFO - Epoch [4][2500/7330] lr: 3.000e-02, eta: 3:08:06, time: 0.175, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0554, loss_cls: 0.2492, acc: 92.3179, loss_bbox: 0.2234, loss: 0.5697 2022-10-24 22:41:01,225 - mmdet - INFO - Epoch [4][2550/7330] lr: 3.000e-02, eta: 3:07:58, time: 0.181, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0594, loss_cls: 0.2453, acc: 92.3838, loss_bbox: 0.2277, loss: 0.5751 2022-10-24 22:41:10,092 - mmdet - INFO - Epoch [4][2600/7330] lr: 3.000e-02, eta: 3:07:49, time: 0.177, data_time: 0.032, memory: 4101, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0578, loss_cls: 0.2568, acc: 91.9980, loss_bbox: 0.2436, loss: 0.5988 2022-10-24 22:41:18,984 - mmdet - INFO - Epoch [4][2650/7330] lr: 3.000e-02, eta: 3:07:40, time: 0.178, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0599, loss_cls: 0.2528, acc: 92.0862, loss_bbox: 0.2371, loss: 0.5918 2022-10-24 22:41:27,993 - mmdet - INFO - Epoch [4][2700/7330] lr: 3.000e-02, eta: 3:07:31, time: 0.180, data_time: 0.030, memory: 4101, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0576, loss_cls: 0.2418, acc: 92.3135, loss_bbox: 0.2272, loss: 0.5673 2022-10-24 22:41:37,189 - mmdet - INFO - Epoch [4][2750/7330] lr: 3.000e-02, eta: 3:07:23, time: 0.184, data_time: 0.034, memory: 4101, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0593, loss_cls: 0.2476, acc: 92.0771, loss_bbox: 0.2408, loss: 0.5889 2022-10-24 22:41:45,812 - mmdet - INFO - Epoch [4][2800/7330] lr: 3.000e-02, eta: 3:07:13, time: 0.172, data_time: 0.035, memory: 4101, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0553, loss_cls: 0.2423, acc: 92.2703, loss_bbox: 0.2274, loss: 0.5613 2022-10-24 22:41:54,331 - mmdet - INFO - Epoch [4][2850/7330] lr: 3.000e-02, eta: 3:07:04, time: 0.170, data_time: 0.031, memory: 4101, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0582, loss_cls: 0.2488, acc: 92.2637, loss_bbox: 0.2277, loss: 0.5746 2022-10-24 22:42:03,396 - mmdet - INFO - Epoch [4][2900/7330] lr: 3.000e-02, eta: 3:06:55, time: 0.181, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0582, loss_cls: 0.2596, acc: 91.9763, loss_bbox: 0.2388, loss: 0.5981 2022-10-24 22:42:12,419 - mmdet - INFO - Epoch [4][2950/7330] lr: 3.000e-02, eta: 3:06:47, time: 0.180, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0586, loss_cls: 0.2593, acc: 91.8206, loss_bbox: 0.2473, loss: 0.6067 2022-10-24 22:42:21,396 - mmdet - INFO - Epoch [4][3000/7330] lr: 3.000e-02, eta: 3:06:38, time: 0.180, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0538, loss_cls: 0.2413, acc: 92.4707, loss_bbox: 0.2280, loss: 0.5648 2022-10-24 22:42:30,643 - mmdet - INFO - Epoch [4][3050/7330] lr: 3.000e-02, eta: 3:06:30, time: 0.185, data_time: 0.037, memory: 4102, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0592, loss_cls: 0.2601, acc: 91.8328, loss_bbox: 0.2457, loss: 0.6052 2022-10-24 22:42:39,549 - mmdet - INFO - Epoch [4][3100/7330] lr: 3.000e-02, eta: 3:06:21, time: 0.178, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0606, loss_cls: 0.2490, acc: 92.2161, loss_bbox: 0.2356, loss: 0.5848 2022-10-24 22:42:48,671 - mmdet - INFO - Epoch [4][3150/7330] lr: 3.000e-02, eta: 3:06:13, time: 0.183, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0610, loss_cls: 0.2516, acc: 92.1003, loss_bbox: 0.2396, loss: 0.5947 2022-10-24 22:42:57,816 - mmdet - INFO - Epoch [4][3200/7330] lr: 3.000e-02, eta: 3:06:04, time: 0.183, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0596, loss_cls: 0.2529, acc: 91.9631, loss_bbox: 0.2374, loss: 0.5902 2022-10-24 22:43:06,863 - mmdet - INFO - Epoch [4][3250/7330] lr: 3.000e-02, eta: 3:05:56, time: 0.181, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0627, loss_cls: 0.2597, acc: 91.8428, loss_bbox: 0.2414, loss: 0.6071 2022-10-24 22:43:15,669 - mmdet - INFO - Epoch [4][3300/7330] lr: 3.000e-02, eta: 3:05:47, time: 0.176, data_time: 0.029, memory: 4102, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0572, loss_cls: 0.2589, acc: 91.9434, loss_bbox: 0.2411, loss: 0.5983 2022-10-24 22:43:24,557 - mmdet - INFO - Epoch [4][3350/7330] lr: 3.000e-02, eta: 3:05:38, time: 0.178, data_time: 0.035, memory: 4102, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0629, loss_cls: 0.2601, acc: 91.9932, loss_bbox: 0.2422, loss: 0.6111 2022-10-24 22:43:33,634 - mmdet - INFO - Epoch [4][3400/7330] lr: 3.000e-02, eta: 3:05:29, time: 0.182, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0594, loss_cls: 0.2550, acc: 91.9985, loss_bbox: 0.2366, loss: 0.5934 2022-10-24 22:43:42,600 - mmdet - INFO - Epoch [4][3450/7330] lr: 3.000e-02, eta: 3:05:21, time: 0.179, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0592, loss_cls: 0.2609, acc: 91.7725, loss_bbox: 0.2458, loss: 0.6077 2022-10-24 22:43:52,048 - mmdet - INFO - Epoch [4][3500/7330] lr: 3.000e-02, eta: 3:05:13, time: 0.189, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0581, loss_cls: 0.2614, acc: 91.8381, loss_bbox: 0.2433, loss: 0.6063 2022-10-24 22:44:01,051 - mmdet - INFO - Epoch [4][3550/7330] lr: 3.000e-02, eta: 3:05:05, time: 0.180, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0568, loss_cls: 0.2495, acc: 92.1199, loss_bbox: 0.2337, loss: 0.5796 2022-10-24 22:44:10,012 - mmdet - INFO - Epoch [4][3600/7330] lr: 3.000e-02, eta: 3:04:56, time: 0.179, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0558, loss_cls: 0.2446, acc: 92.2961, loss_bbox: 0.2337, loss: 0.5751 2022-10-24 22:44:19,311 - mmdet - INFO - Epoch [4][3650/7330] lr: 3.000e-02, eta: 3:04:48, time: 0.186, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0613, loss_cls: 0.2586, acc: 91.7346, loss_bbox: 0.2468, loss: 0.6080 2022-10-24 22:44:28,363 - mmdet - INFO - Epoch [4][3700/7330] lr: 3.000e-02, eta: 3:04:39, time: 0.181, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0577, loss_cls: 0.2632, acc: 91.7583, loss_bbox: 0.2443, loss: 0.6057 2022-10-24 22:44:37,157 - mmdet - INFO - Epoch [4][3750/7330] lr: 3.000e-02, eta: 3:04:30, time: 0.176, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0583, loss_cls: 0.2438, acc: 92.2896, loss_bbox: 0.2306, loss: 0.5728 2022-10-24 22:44:46,090 - mmdet - INFO - Epoch [4][3800/7330] lr: 3.000e-02, eta: 3:04:21, time: 0.179, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0609, loss_cls: 0.2569, acc: 92.2173, loss_bbox: 0.2338, loss: 0.5962 2022-10-24 22:44:54,656 - mmdet - INFO - Epoch [4][3850/7330] lr: 3.000e-02, eta: 3:04:12, time: 0.171, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0561, loss_cls: 0.2502, acc: 92.1689, loss_bbox: 0.2333, loss: 0.5794 2022-10-24 22:45:03,709 - mmdet - INFO - Epoch [4][3900/7330] lr: 3.000e-02, eta: 3:04:03, time: 0.181, data_time: 0.037, memory: 4102, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0629, loss_cls: 0.2758, acc: 91.3145, loss_bbox: 0.2488, loss: 0.6326 2022-10-24 22:45:12,704 - mmdet - INFO - Epoch [4][3950/7330] lr: 3.000e-02, eta: 3:03:55, time: 0.180, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0615, loss_cls: 0.2547, acc: 92.0420, loss_bbox: 0.2389, loss: 0.5985 2022-10-24 22:45:21,484 - mmdet - INFO - Epoch [4][4000/7330] lr: 3.000e-02, eta: 3:03:45, time: 0.176, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0610, loss_cls: 0.2514, acc: 91.9753, loss_bbox: 0.2363, loss: 0.5921 2022-10-24 22:45:30,676 - mmdet - INFO - Epoch [4][4050/7330] lr: 3.000e-02, eta: 3:03:37, time: 0.184, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0621, loss_cls: 0.2570, acc: 91.8589, loss_bbox: 0.2474, loss: 0.6078 2022-10-24 22:45:39,834 - mmdet - INFO - Epoch [4][4100/7330] lr: 3.000e-02, eta: 3:03:29, time: 0.183, data_time: 0.035, memory: 4102, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0607, loss_cls: 0.2521, acc: 92.0615, loss_bbox: 0.2375, loss: 0.5935 2022-10-24 22:45:48,673 - mmdet - INFO - Epoch [4][4150/7330] lr: 3.000e-02, eta: 3:03:20, time: 0.177, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0585, loss_cls: 0.2613, acc: 91.9697, loss_bbox: 0.2366, loss: 0.6003 2022-10-24 22:45:57,681 - mmdet - INFO - Epoch [4][4200/7330] lr: 3.000e-02, eta: 3:03:11, time: 0.180, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0593, loss_cls: 0.2517, acc: 92.1187, loss_bbox: 0.2371, loss: 0.5893 2022-10-24 22:46:06,442 - mmdet - INFO - Epoch [4][4250/7330] lr: 3.000e-02, eta: 3:03:02, time: 0.175, data_time: 0.027, memory: 4102, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0575, loss_cls: 0.2584, acc: 92.0884, loss_bbox: 0.2293, loss: 0.5852 2022-10-24 22:46:15,371 - mmdet - INFO - Epoch [4][4300/7330] lr: 3.000e-02, eta: 3:02:53, time: 0.179, data_time: 0.038, memory: 4102, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0618, loss_cls: 0.2508, acc: 92.1624, loss_bbox: 0.2371, loss: 0.5937 2022-10-24 22:46:24,015 - mmdet - INFO - Epoch [4][4350/7330] lr: 3.000e-02, eta: 3:02:44, time: 0.173, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0577, loss_cls: 0.2455, acc: 92.2632, loss_bbox: 0.2374, loss: 0.5828 2022-10-24 22:46:32,792 - mmdet - INFO - Epoch [4][4400/7330] lr: 3.000e-02, eta: 3:02:35, time: 0.176, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0576, loss_cls: 0.2539, acc: 92.0063, loss_bbox: 0.2360, loss: 0.5887 2022-10-24 22:46:41,649 - mmdet - INFO - Epoch [4][4450/7330] lr: 3.000e-02, eta: 3:02:26, time: 0.177, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0585, loss_cls: 0.2582, acc: 91.9319, loss_bbox: 0.2423, loss: 0.5994 2022-10-24 22:46:50,526 - mmdet - INFO - Epoch [4][4500/7330] lr: 3.000e-02, eta: 3:02:17, time: 0.178, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0588, loss_cls: 0.2515, acc: 92.1282, loss_bbox: 0.2320, loss: 0.5837 2022-10-24 22:46:59,234 - mmdet - INFO - Epoch [4][4550/7330] lr: 3.000e-02, eta: 3:02:07, time: 0.174, data_time: 0.038, memory: 4102, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0574, loss_cls: 0.2541, acc: 92.0569, loss_bbox: 0.2338, loss: 0.5863 2022-10-24 22:47:08,075 - mmdet - INFO - Epoch [4][4600/7330] lr: 3.000e-02, eta: 3:01:58, time: 0.177, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0612, loss_cls: 0.2570, acc: 92.0713, loss_bbox: 0.2377, loss: 0.5984 2022-10-24 22:47:16,946 - mmdet - INFO - Epoch [4][4650/7330] lr: 3.000e-02, eta: 3:01:49, time: 0.177, data_time: 0.038, memory: 4102, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0599, loss_cls: 0.2691, acc: 91.7239, loss_bbox: 0.2450, loss: 0.6201 2022-10-24 22:47:25,697 - mmdet - INFO - Epoch [4][4700/7330] lr: 3.000e-02, eta: 3:01:40, time: 0.175, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0572, loss_cls: 0.2572, acc: 91.9146, loss_bbox: 0.2348, loss: 0.5903 2022-10-24 22:47:34,764 - mmdet - INFO - Epoch [4][4750/7330] lr: 3.000e-02, eta: 3:01:32, time: 0.181, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0594, loss_cls: 0.2592, acc: 92.0088, loss_bbox: 0.2375, loss: 0.5977 2022-10-24 22:47:43,610 - mmdet - INFO - Epoch [4][4800/7330] lr: 3.000e-02, eta: 3:01:23, time: 0.177, data_time: 0.039, memory: 4102, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0580, loss_cls: 0.2556, acc: 92.1021, loss_bbox: 0.2344, loss: 0.5921 2022-10-24 22:47:52,163 - mmdet - INFO - Epoch [4][4850/7330] lr: 3.000e-02, eta: 3:01:13, time: 0.171, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0544, loss_cls: 0.2456, acc: 92.3484, loss_bbox: 0.2318, loss: 0.5717 2022-10-24 22:48:01,040 - mmdet - INFO - Epoch [4][4900/7330] lr: 3.000e-02, eta: 3:01:04, time: 0.178, data_time: 0.029, memory: 4102, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0591, loss_cls: 0.2442, acc: 92.1243, loss_bbox: 0.2362, loss: 0.5821 2022-10-24 22:48:10,101 - mmdet - INFO - Epoch [4][4950/7330] lr: 3.000e-02, eta: 3:00:55, time: 0.181, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0613, loss_cls: 0.2512, acc: 92.0842, loss_bbox: 0.2372, loss: 0.5951 2022-10-24 22:48:19,010 - mmdet - INFO - Epoch [4][5000/7330] lr: 3.000e-02, eta: 3:00:47, time: 0.178, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0581, loss_cls: 0.2430, acc: 92.2881, loss_bbox: 0.2361, loss: 0.5775 2022-10-24 22:48:27,685 - mmdet - INFO - Epoch [4][5050/7330] lr: 3.000e-02, eta: 3:00:37, time: 0.173, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0545, loss_cls: 0.2473, acc: 92.1873, loss_bbox: 0.2346, loss: 0.5772 2022-10-24 22:48:36,651 - mmdet - INFO - Epoch [4][5100/7330] lr: 3.000e-02, eta: 3:00:28, time: 0.179, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0579, loss_cls: 0.2589, acc: 92.0068, loss_bbox: 0.2414, loss: 0.5982 2022-10-24 22:48:45,204 - mmdet - INFO - Epoch [4][5150/7330] lr: 3.000e-02, eta: 3:00:19, time: 0.171, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0569, loss_cls: 0.2546, acc: 92.0249, loss_bbox: 0.2315, loss: 0.5832 2022-10-24 22:48:53,849 - mmdet - INFO - Epoch [4][5200/7330] lr: 3.000e-02, eta: 3:00:09, time: 0.173, data_time: 0.029, memory: 4102, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0591, loss_cls: 0.2656, acc: 91.6599, loss_bbox: 0.2464, loss: 0.6123 2022-10-24 22:49:02,472 - mmdet - INFO - Epoch [4][5250/7330] lr: 3.000e-02, eta: 3:00:00, time: 0.172, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0548, loss_cls: 0.2557, acc: 92.0000, loss_bbox: 0.2352, loss: 0.5880 2022-10-24 22:49:11,439 - mmdet - INFO - Epoch [4][5300/7330] lr: 3.000e-02, eta: 2:59:51, time: 0.179, data_time: 0.029, memory: 4102, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0592, loss_cls: 0.2537, acc: 92.2048, loss_bbox: 0.2371, loss: 0.5899 2022-10-24 22:49:20,374 - mmdet - INFO - Epoch [4][5350/7330] lr: 3.000e-02, eta: 2:59:42, time: 0.179, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0585, loss_cls: 0.2522, acc: 92.0566, loss_bbox: 0.2400, loss: 0.5909 2022-10-24 22:49:29,733 - mmdet - INFO - Epoch [4][5400/7330] lr: 3.000e-02, eta: 2:59:34, time: 0.187, data_time: 0.038, memory: 4102, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0587, loss_cls: 0.2491, acc: 92.2378, loss_bbox: 0.2349, loss: 0.5841 2022-10-24 22:49:38,734 - mmdet - INFO - Epoch [4][5450/7330] lr: 3.000e-02, eta: 2:59:26, time: 0.180, data_time: 0.039, memory: 4102, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0616, loss_cls: 0.2602, acc: 91.7812, loss_bbox: 0.2447, loss: 0.6075 2022-10-24 22:49:47,768 - mmdet - INFO - Epoch [4][5500/7330] lr: 3.000e-02, eta: 2:59:17, time: 0.181, data_time: 0.037, memory: 4102, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0642, loss_cls: 0.2693, acc: 91.7183, loss_bbox: 0.2401, loss: 0.6187 2022-10-24 22:49:56,656 - mmdet - INFO - Epoch [4][5550/7330] lr: 3.000e-02, eta: 2:59:08, time: 0.178, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0570, loss_cls: 0.2580, acc: 92.0234, loss_bbox: 0.2356, loss: 0.5914 2022-10-24 22:50:05,388 - mmdet - INFO - Epoch [4][5600/7330] lr: 3.000e-02, eta: 2:58:59, time: 0.175, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0587, loss_cls: 0.2514, acc: 92.1274, loss_bbox: 0.2354, loss: 0.5863 2022-10-24 22:50:14,131 - mmdet - INFO - Epoch [4][5650/7330] lr: 3.000e-02, eta: 2:58:50, time: 0.175, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0580, loss_cls: 0.2546, acc: 92.2178, loss_bbox: 0.2377, loss: 0.5934 2022-10-24 22:50:23,276 - mmdet - INFO - Epoch [4][5700/7330] lr: 3.000e-02, eta: 2:58:41, time: 0.183, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0635, loss_cls: 0.2700, acc: 91.6841, loss_bbox: 0.2483, loss: 0.6263 2022-10-24 22:50:32,119 - mmdet - INFO - Epoch [4][5750/7330] lr: 3.000e-02, eta: 2:58:32, time: 0.177, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0575, loss_cls: 0.2537, acc: 92.0930, loss_bbox: 0.2398, loss: 0.5912 2022-10-24 22:50:41,193 - mmdet - INFO - Epoch [4][5800/7330] lr: 3.000e-02, eta: 2:58:24, time: 0.181, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0562, loss_cls: 0.2539, acc: 92.0879, loss_bbox: 0.2362, loss: 0.5904 2022-10-24 22:50:50,074 - mmdet - INFO - Epoch [4][5850/7330] lr: 3.000e-02, eta: 2:58:15, time: 0.178, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0595, loss_cls: 0.2569, acc: 91.9272, loss_bbox: 0.2409, loss: 0.6002 2022-10-24 22:50:59,074 - mmdet - INFO - Epoch [4][5900/7330] lr: 3.000e-02, eta: 2:58:06, time: 0.180, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0596, loss_cls: 0.2651, acc: 91.8201, loss_bbox: 0.2400, loss: 0.6106 2022-10-24 22:51:07,712 - mmdet - INFO - Epoch [4][5950/7330] lr: 3.000e-02, eta: 2:57:57, time: 0.173, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0563, loss_cls: 0.2473, acc: 92.3413, loss_bbox: 0.2276, loss: 0.5750 2022-10-24 22:51:16,614 - mmdet - INFO - Epoch [4][6000/7330] lr: 3.000e-02, eta: 2:57:48, time: 0.178, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0586, loss_cls: 0.2509, acc: 92.1423, loss_bbox: 0.2331, loss: 0.5831 2022-10-24 22:51:25,804 - mmdet - INFO - Epoch [4][6050/7330] lr: 3.000e-02, eta: 2:57:40, time: 0.184, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0610, loss_cls: 0.2578, acc: 91.8701, loss_bbox: 0.2472, loss: 0.6084 2022-10-24 22:51:34,858 - mmdet - INFO - Epoch [4][6100/7330] lr: 3.000e-02, eta: 2:57:31, time: 0.181, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0605, loss_cls: 0.2570, acc: 91.9602, loss_bbox: 0.2444, loss: 0.6043 2022-10-24 22:51:43,958 - mmdet - INFO - Epoch [4][6150/7330] lr: 3.000e-02, eta: 2:57:23, time: 0.182, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0609, loss_cls: 0.2558, acc: 92.0776, loss_bbox: 0.2330, loss: 0.5932 2022-10-24 22:51:52,936 - mmdet - INFO - Epoch [4][6200/7330] lr: 3.000e-02, eta: 2:57:14, time: 0.180, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0627, loss_cls: 0.2586, acc: 91.8101, loss_bbox: 0.2463, loss: 0.6101 2022-10-24 22:52:01,905 - mmdet - INFO - Epoch [4][6250/7330] lr: 3.000e-02, eta: 2:57:05, time: 0.179, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0579, loss_cls: 0.2514, acc: 92.1851, loss_bbox: 0.2316, loss: 0.5817 2022-10-24 22:52:10,835 - mmdet - INFO - Epoch [4][6300/7330] lr: 3.000e-02, eta: 2:56:56, time: 0.179, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0586, loss_cls: 0.2579, acc: 92.0554, loss_bbox: 0.2367, loss: 0.5940 2022-10-24 22:52:19,873 - mmdet - INFO - Epoch [4][6350/7330] lr: 3.000e-02, eta: 2:56:48, time: 0.181, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0607, loss_cls: 0.2648, acc: 91.7070, loss_bbox: 0.2459, loss: 0.6141 2022-10-24 22:52:29,108 - mmdet - INFO - Epoch [4][6400/7330] lr: 3.000e-02, eta: 2:56:40, time: 0.185, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0601, loss_cls: 0.2523, acc: 92.0151, loss_bbox: 0.2373, loss: 0.5905 2022-10-24 22:52:38,263 - mmdet - INFO - Epoch [4][6450/7330] lr: 3.000e-02, eta: 2:56:31, time: 0.183, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0590, loss_cls: 0.2594, acc: 91.9697, loss_bbox: 0.2349, loss: 0.5951 2022-10-24 22:52:47,184 - mmdet - INFO - Epoch [4][6500/7330] lr: 3.000e-02, eta: 2:56:22, time: 0.178, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0576, loss_cls: 0.2587, acc: 91.8416, loss_bbox: 0.2446, loss: 0.6019 2022-10-24 22:52:56,348 - mmdet - INFO - Epoch [4][6550/7330] lr: 3.000e-02, eta: 2:56:14, time: 0.183, data_time: 0.040, memory: 4102, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0583, loss_cls: 0.2559, acc: 92.0300, loss_bbox: 0.2414, loss: 0.5971 2022-10-24 22:53:05,271 - mmdet - INFO - Epoch [4][6600/7330] lr: 3.000e-02, eta: 2:56:05, time: 0.178, data_time: 0.037, memory: 4102, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0617, loss_cls: 0.2582, acc: 91.8201, loss_bbox: 0.2430, loss: 0.6068 2022-10-24 22:53:14,455 - mmdet - INFO - Epoch [4][6650/7330] lr: 3.000e-02, eta: 2:55:57, time: 0.184, data_time: 0.042, memory: 4102, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0613, loss_cls: 0.2643, acc: 91.6238, loss_bbox: 0.2456, loss: 0.6154 2022-10-24 22:53:23,484 - mmdet - INFO - Epoch [4][6700/7330] lr: 3.000e-02, eta: 2:55:48, time: 0.181, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0578, loss_cls: 0.2513, acc: 92.1846, loss_bbox: 0.2336, loss: 0.5848 2022-10-24 22:53:32,419 - mmdet - INFO - Epoch [4][6750/7330] lr: 3.000e-02, eta: 2:55:39, time: 0.179, data_time: 0.029, memory: 4102, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0599, loss_cls: 0.2634, acc: 91.7881, loss_bbox: 0.2419, loss: 0.6095 2022-10-24 22:53:41,463 - mmdet - INFO - Epoch [4][6800/7330] lr: 3.000e-02, eta: 2:55:31, time: 0.181, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0581, loss_cls: 0.2541, acc: 91.9634, loss_bbox: 0.2404, loss: 0.5954 2022-10-24 22:53:50,197 - mmdet - INFO - Epoch [4][6850/7330] lr: 3.000e-02, eta: 2:55:22, time: 0.175, data_time: 0.035, memory: 4102, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0568, loss_cls: 0.2620, acc: 91.9529, loss_bbox: 0.2346, loss: 0.5940 2022-10-24 22:53:59,297 - mmdet - INFO - Epoch [4][6900/7330] lr: 3.000e-02, eta: 2:55:13, time: 0.182, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0605, loss_cls: 0.2582, acc: 91.8660, loss_bbox: 0.2346, loss: 0.5968 2022-10-24 22:54:08,350 - mmdet - INFO - Epoch [4][6950/7330] lr: 3.000e-02, eta: 2:55:05, time: 0.181, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0602, loss_cls: 0.2616, acc: 91.7688, loss_bbox: 0.2433, loss: 0.6063 2022-10-24 22:54:17,133 - mmdet - INFO - Epoch [4][7000/7330] lr: 3.000e-02, eta: 2:54:55, time: 0.176, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0570, loss_cls: 0.2527, acc: 92.2371, loss_bbox: 0.2355, loss: 0.5839 2022-10-24 22:54:25,817 - mmdet - INFO - Epoch [4][7050/7330] lr: 3.000e-02, eta: 2:54:46, time: 0.174, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0578, loss_cls: 0.2509, acc: 92.0581, loss_bbox: 0.2363, loss: 0.5871 2022-10-24 22:54:34,974 - mmdet - INFO - Epoch [4][7100/7330] lr: 3.000e-02, eta: 2:54:38, time: 0.183, data_time: 0.035, memory: 4102, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0597, loss_cls: 0.2609, acc: 91.7336, loss_bbox: 0.2444, loss: 0.6067 2022-10-24 22:54:44,157 - mmdet - INFO - Epoch [4][7150/7330] lr: 3.000e-02, eta: 2:54:29, time: 0.184, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0595, loss_cls: 0.2618, acc: 91.7749, loss_bbox: 0.2449, loss: 0.6086 2022-10-24 22:54:52,845 - mmdet - INFO - Epoch [4][7200/7330] lr: 3.000e-02, eta: 2:54:20, time: 0.174, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0556, loss_cls: 0.2434, acc: 92.3835, loss_bbox: 0.2290, loss: 0.5704 2022-10-24 22:55:01,439 - mmdet - INFO - Epoch [4][7250/7330] lr: 3.000e-02, eta: 2:54:11, time: 0.172, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0554, loss_cls: 0.2457, acc: 92.3828, loss_bbox: 0.2294, loss: 0.5699 2022-10-24 22:55:10,168 - mmdet - INFO - Epoch [4][7300/7330] lr: 3.000e-02, eta: 2:54:01, time: 0.175, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0575, loss_cls: 0.2494, acc: 92.0466, loss_bbox: 0.2371, loss: 0.5817 2022-10-24 22:55:15,965 - mmdet - INFO - Saving checkpoint at 4 epochs 2022-10-24 22:55:41,097 - mmdet - INFO - Evaluating bbox... 2022-10-24 22:56:15,921 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.298 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.487 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.322 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 ] = 0.328 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.372 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.461 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.461 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.461 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.271 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.502 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.574 2022-10-24 22:56:16,414 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_faster-rcnn_1x_coco_lr3e-2_wd5e-5_keep-all/best_bbox_mAP_epoch_3.pth was removed 2022-10-24 22:56:17,057 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_4.pth. 2022-10-24 22:56:17,057 - mmdet - INFO - Best bbox_mAP is 0.2980 at 4 epoch. 2022-10-24 22:56:17,058 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 22:56:17,058 - mmdet - INFO - Epoch(val) [4][625] bbox_mAP: 0.2980, bbox_mAP_50: 0.4870, bbox_mAP_75: 0.3220, bbox_mAP_s: 0.1630, bbox_mAP_m: 0.3280, bbox_mAP_l: 0.3720, bbox_mAP_copypaste: 0.298 0.487 0.322 0.163 0.328 0.372 2022-10-24 22:56:29,566 - mmdet - INFO - Epoch [5][50/7330] lr: 3.000e-02, eta: 2:53:44, time: 0.250, data_time: 0.100, memory: 4102, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0602, loss_cls: 0.2644, acc: 91.7407, loss_bbox: 0.2425, loss: 0.6092 2022-10-24 22:56:38,850 - mmdet - INFO - Epoch [5][100/7330] lr: 3.000e-02, eta: 2:53:35, time: 0.186, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0554, loss_cls: 0.2398, acc: 92.3274, loss_bbox: 0.2307, loss: 0.5625 2022-10-24 22:56:48,097 - mmdet - INFO - Epoch [5][150/7330] lr: 3.000e-02, eta: 2:53:27, time: 0.185, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0583, loss_cls: 0.2392, acc: 92.2336, loss_bbox: 0.2317, loss: 0.5680 2022-10-24 22:56:56,975 - mmdet - INFO - Epoch [5][200/7330] lr: 3.000e-02, eta: 2:53:18, time: 0.178, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0564, loss_cls: 0.2360, acc: 92.4495, loss_bbox: 0.2286, loss: 0.5583 2022-10-24 22:57:06,196 - mmdet - INFO - Epoch [5][250/7330] lr: 3.000e-02, eta: 2:53:10, time: 0.184, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0554, loss_cls: 0.2317, acc: 92.6113, loss_bbox: 0.2227, loss: 0.5464 2022-10-24 22:57:15,027 - mmdet - INFO - Epoch [5][300/7330] lr: 3.000e-02, eta: 2:53:01, time: 0.177, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0574, loss_cls: 0.2457, acc: 92.0984, loss_bbox: 0.2317, loss: 0.5728 2022-10-24 22:57:24,183 - mmdet - INFO - Epoch [5][350/7330] lr: 3.000e-02, eta: 2:52:53, time: 0.183, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0613, loss_cls: 0.2475, acc: 92.0310, loss_bbox: 0.2392, loss: 0.5872 2022-10-24 22:57:33,614 - mmdet - INFO - Epoch [5][400/7330] lr: 3.000e-02, eta: 2:52:45, time: 0.189, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0585, loss_cls: 0.2481, acc: 91.9622, loss_bbox: 0.2436, loss: 0.5886 2022-10-24 22:57:42,907 - mmdet - INFO - Epoch [5][450/7330] lr: 3.000e-02, eta: 2:52:37, time: 0.186, data_time: 0.035, memory: 4102, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0575, loss_cls: 0.2550, acc: 91.7991, loss_bbox: 0.2429, loss: 0.5947 2022-10-24 22:57:51,998 - mmdet - INFO - Epoch [5][500/7330] lr: 3.000e-02, eta: 2:52:28, time: 0.182, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0596, loss_cls: 0.2453, acc: 92.2341, loss_bbox: 0.2319, loss: 0.5776 2022-10-24 22:58:01,338 - mmdet - INFO - Epoch [5][550/7330] lr: 3.000e-02, eta: 2:52:20, time: 0.187, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0588, loss_cls: 0.2525, acc: 91.9744, loss_bbox: 0.2415, loss: 0.5917 2022-10-24 22:58:10,389 - mmdet - INFO - Epoch [5][600/7330] lr: 3.000e-02, eta: 2:52:11, time: 0.181, data_time: 0.029, memory: 4102, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0545, loss_cls: 0.2560, acc: 92.1025, loss_bbox: 0.2269, loss: 0.5749 2022-10-24 22:58:19,382 - mmdet - INFO - Epoch [5][650/7330] lr: 3.000e-02, eta: 2:52:03, time: 0.180, data_time: 0.035, memory: 4102, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0612, loss_cls: 0.2471, acc: 92.1387, loss_bbox: 0.2363, loss: 0.5848 2022-10-24 22:58:28,697 - mmdet - INFO - Epoch [5][700/7330] lr: 3.000e-02, eta: 2:51:55, time: 0.186, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0600, loss_cls: 0.2522, acc: 92.1687, loss_bbox: 0.2322, loss: 0.5842 2022-10-24 22:58:37,876 - mmdet - INFO - Epoch [5][750/7330] lr: 3.000e-02, eta: 2:51:46, time: 0.184, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0604, loss_cls: 0.2490, acc: 92.0957, loss_bbox: 0.2372, loss: 0.5889 2022-10-24 22:58:46,844 - mmdet - INFO - Epoch [5][800/7330] lr: 3.000e-02, eta: 2:51:38, time: 0.179, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0579, loss_cls: 0.2455, acc: 92.1655, loss_bbox: 0.2371, loss: 0.5774 2022-10-24 22:58:55,941 - mmdet - INFO - Epoch [5][850/7330] lr: 3.000e-02, eta: 2:51:29, time: 0.182, data_time: 0.028, memory: 4102, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0620, loss_cls: 0.2507, acc: 92.0562, loss_bbox: 0.2396, loss: 0.5946 2022-10-24 22:59:05,080 - mmdet - INFO - Epoch [5][900/7330] lr: 3.000e-02, eta: 2:51:21, time: 0.183, data_time: 0.029, memory: 4102, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0585, loss_cls: 0.2495, acc: 92.0745, loss_bbox: 0.2387, loss: 0.5880 2022-10-24 22:59:14,216 - mmdet - INFO - Epoch [5][950/7330] lr: 3.000e-02, eta: 2:51:12, time: 0.183, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0590, loss_cls: 0.2360, acc: 92.4680, loss_bbox: 0.2260, loss: 0.5629 2022-10-24 22:59:23,089 - mmdet - INFO - Epoch [5][1000/7330] lr: 3.000e-02, eta: 2:51:03, time: 0.177, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0539, loss_cls: 0.2413, acc: 92.3855, loss_bbox: 0.2255, loss: 0.5555 2022-10-24 22:59:32,413 - mmdet - INFO - Epoch [5][1050/7330] lr: 3.000e-02, eta: 2:50:55, time: 0.187, data_time: 0.037, memory: 4102, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0584, loss_cls: 0.2415, acc: 92.3086, loss_bbox: 0.2273, loss: 0.5656 2022-10-24 22:59:41,276 - mmdet - INFO - Epoch [5][1100/7330] lr: 3.000e-02, eta: 2:50:46, time: 0.177, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0581, loss_cls: 0.2541, acc: 91.9839, loss_bbox: 0.2312, loss: 0.5839 2022-10-24 22:59:50,196 - mmdet - INFO - Epoch [5][1150/7330] lr: 3.000e-02, eta: 2:50:37, time: 0.178, data_time: 0.037, memory: 4102, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0571, loss_cls: 0.2491, acc: 92.0784, loss_bbox: 0.2300, loss: 0.5752 2022-10-24 22:59:59,189 - mmdet - INFO - Epoch [5][1200/7330] lr: 3.000e-02, eta: 2:50:28, time: 0.180, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0587, loss_cls: 0.2522, acc: 91.9424, loss_bbox: 0.2370, loss: 0.5861 2022-10-24 23:00:08,080 - mmdet - INFO - Epoch [5][1250/7330] lr: 3.000e-02, eta: 2:50:19, time: 0.178, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0554, loss_cls: 0.2388, acc: 92.4395, loss_bbox: 0.2261, loss: 0.5582 2022-10-24 23:00:17,116 - mmdet - INFO - Epoch [5][1300/7330] lr: 3.000e-02, eta: 2:50:11, time: 0.181, data_time: 0.035, memory: 4102, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0572, loss_cls: 0.2597, acc: 91.8430, loss_bbox: 0.2424, loss: 0.5997 2022-10-24 23:00:26,185 - mmdet - INFO - Epoch [5][1350/7330] lr: 3.000e-02, eta: 2:50:02, time: 0.181, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0589, loss_cls: 0.2495, acc: 92.1982, loss_bbox: 0.2330, loss: 0.5779 2022-10-24 23:00:35,022 - mmdet - INFO - Epoch [5][1400/7330] lr: 3.000e-02, eta: 2:49:53, time: 0.177, data_time: 0.037, memory: 4102, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0568, loss_cls: 0.2494, acc: 92.0994, loss_bbox: 0.2310, loss: 0.5757 2022-10-24 23:00:43,941 - mmdet - INFO - Epoch [5][1450/7330] lr: 3.000e-02, eta: 2:49:44, time: 0.178, data_time: 0.029, memory: 4102, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0554, loss_cls: 0.2468, acc: 92.2036, loss_bbox: 0.2333, loss: 0.5708 2022-10-24 23:00:52,968 - mmdet - INFO - Epoch [5][1500/7330] lr: 3.000e-02, eta: 2:49:36, time: 0.181, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0597, loss_cls: 0.2498, acc: 91.8901, loss_bbox: 0.2443, loss: 0.5933 2022-10-24 23:01:02,044 - mmdet - INFO - Epoch [5][1550/7330] lr: 3.000e-02, eta: 2:49:27, time: 0.182, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0584, loss_cls: 0.2433, acc: 92.1763, loss_bbox: 0.2387, loss: 0.5787 2022-10-24 23:01:11,036 - mmdet - INFO - Epoch [5][1600/7330] lr: 3.000e-02, eta: 2:49:18, time: 0.180, data_time: 0.038, memory: 4102, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0606, loss_cls: 0.2529, acc: 91.9421, loss_bbox: 0.2435, loss: 0.5984 2022-10-24 23:01:19,712 - mmdet - INFO - Epoch [5][1650/7330] lr: 3.000e-02, eta: 2:49:09, time: 0.174, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0577, loss_cls: 0.2454, acc: 92.2292, loss_bbox: 0.2338, loss: 0.5740 2022-10-24 23:01:28,611 - mmdet - INFO - Epoch [5][1700/7330] lr: 3.000e-02, eta: 2:49:00, time: 0.178, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0601, loss_cls: 0.2379, acc: 92.2905, loss_bbox: 0.2329, loss: 0.5660 2022-10-24 23:01:37,480 - mmdet - INFO - Epoch [5][1750/7330] lr: 3.000e-02, eta: 2:48:51, time: 0.177, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0591, loss_cls: 0.2550, acc: 92.0559, loss_bbox: 0.2342, loss: 0.5874 2022-10-24 23:01:46,594 - mmdet - INFO - Epoch [5][1800/7330] lr: 3.000e-02, eta: 2:48:43, time: 0.182, data_time: 0.038, memory: 4102, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0620, loss_cls: 0.2478, acc: 91.9915, loss_bbox: 0.2404, loss: 0.5897 2022-10-24 23:01:55,861 - mmdet - INFO - Epoch [5][1850/7330] lr: 3.000e-02, eta: 2:48:34, time: 0.185, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0584, loss_cls: 0.2477, acc: 92.1821, loss_bbox: 0.2374, loss: 0.5827 2022-10-24 23:02:05,044 - mmdet - INFO - Epoch [5][1900/7330] lr: 3.000e-02, eta: 2:48:26, time: 0.184, data_time: 0.028, memory: 4102, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0582, loss_cls: 0.2538, acc: 91.9470, loss_bbox: 0.2421, loss: 0.5940 2022-10-24 23:02:14,070 - mmdet - INFO - Epoch [5][1950/7330] lr: 3.000e-02, eta: 2:48:17, time: 0.181, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0583, loss_cls: 0.2512, acc: 92.1550, loss_bbox: 0.2377, loss: 0.5902 2022-10-24 23:02:23,035 - mmdet - INFO - Epoch [5][2000/7330] lr: 3.000e-02, eta: 2:48:08, time: 0.179, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0592, loss_cls: 0.2511, acc: 92.0015, loss_bbox: 0.2382, loss: 0.5906 2022-10-24 23:02:31,626 - mmdet - INFO - Epoch [5][2050/7330] lr: 3.000e-02, eta: 2:47:59, time: 0.172, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0581, loss_cls: 0.2524, acc: 92.0811, loss_bbox: 0.2302, loss: 0.5800 2022-10-24 23:02:40,673 - mmdet - INFO - Epoch [5][2100/7330] lr: 3.000e-02, eta: 2:47:50, time: 0.181, data_time: 0.028, memory: 4102, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0554, loss_cls: 0.2481, acc: 92.1177, loss_bbox: 0.2328, loss: 0.5732 2022-10-24 23:02:49,752 - mmdet - INFO - Epoch [5][2150/7330] lr: 3.000e-02, eta: 2:47:42, time: 0.182, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0601, loss_cls: 0.2537, acc: 91.8552, loss_bbox: 0.2384, loss: 0.5930 2022-10-24 23:02:58,368 - mmdet - INFO - Epoch [5][2200/7330] lr: 3.000e-02, eta: 2:47:32, time: 0.172, data_time: 0.035, memory: 4102, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0555, loss_cls: 0.2384, acc: 92.5061, loss_bbox: 0.2248, loss: 0.5551 2022-10-24 23:03:07,692 - mmdet - INFO - Epoch [5][2250/7330] lr: 3.000e-02, eta: 2:47:24, time: 0.186, data_time: 0.035, memory: 4102, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0552, loss_cls: 0.2508, acc: 91.9951, loss_bbox: 0.2359, loss: 0.5796 2022-10-24 23:03:16,693 - mmdet - INFO - Epoch [5][2300/7330] lr: 3.000e-02, eta: 2:47:15, time: 0.180, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0540, loss_cls: 0.2548, acc: 91.9360, loss_bbox: 0.2348, loss: 0.5850 2022-10-24 23:03:25,434 - mmdet - INFO - Epoch [5][2350/7330] lr: 3.000e-02, eta: 2:47:06, time: 0.175, data_time: 0.028, memory: 4102, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0577, loss_cls: 0.2360, acc: 92.5608, loss_bbox: 0.2233, loss: 0.5550 2022-10-24 23:03:34,207 - mmdet - INFO - Epoch [5][2400/7330] lr: 3.000e-02, eta: 2:46:57, time: 0.175, data_time: 0.035, memory: 4102, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0611, loss_cls: 0.2518, acc: 92.1499, loss_bbox: 0.2298, loss: 0.5832 2022-10-24 23:03:43,531 - mmdet - INFO - Epoch [5][2450/7330] lr: 3.000e-02, eta: 2:46:49, time: 0.187, data_time: 0.041, memory: 4102, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0600, loss_cls: 0.2613, acc: 91.6538, loss_bbox: 0.2445, loss: 0.6071 2022-10-24 23:03:52,527 - mmdet - INFO - Epoch [5][2500/7330] lr: 3.000e-02, eta: 2:46:40, time: 0.180, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0596, loss_cls: 0.2523, acc: 91.8621, loss_bbox: 0.2440, loss: 0.5957 2022-10-24 23:04:01,550 - mmdet - INFO - Epoch [5][2550/7330] lr: 3.000e-02, eta: 2:46:31, time: 0.180, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0568, loss_cls: 0.2481, acc: 92.2158, loss_bbox: 0.2376, loss: 0.5807 2022-10-24 23:04:10,555 - mmdet - INFO - Epoch [5][2600/7330] lr: 3.000e-02, eta: 2:46:23, time: 0.180, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0594, loss_cls: 0.2452, acc: 92.0740, loss_bbox: 0.2451, loss: 0.5911 2022-10-24 23:04:19,095 - mmdet - INFO - Epoch [5][2650/7330] lr: 3.000e-02, eta: 2:46:13, time: 0.171, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0584, loss_cls: 0.2485, acc: 92.1648, loss_bbox: 0.2336, loss: 0.5807 2022-10-24 23:04:28,089 - mmdet - INFO - Epoch [5][2700/7330] lr: 3.000e-02, eta: 2:46:04, time: 0.180, data_time: 0.042, memory: 4102, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0629, loss_cls: 0.2572, acc: 91.7412, loss_bbox: 0.2438, loss: 0.6030 2022-10-24 23:04:37,149 - mmdet - INFO - Epoch [5][2750/7330] lr: 3.000e-02, eta: 2:45:56, time: 0.181, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0622, loss_cls: 0.2551, acc: 91.9177, loss_bbox: 0.2431, loss: 0.6018 2022-10-24 23:04:46,289 - mmdet - INFO - Epoch [5][2800/7330] lr: 3.000e-02, eta: 2:45:47, time: 0.183, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0581, loss_cls: 0.2410, acc: 92.2170, loss_bbox: 0.2303, loss: 0.5706 2022-10-24 23:04:55,344 - mmdet - INFO - Epoch [5][2850/7330] lr: 3.000e-02, eta: 2:45:39, time: 0.181, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0575, loss_cls: 0.2508, acc: 91.9900, loss_bbox: 0.2397, loss: 0.5883 2022-10-24 23:05:04,598 - mmdet - INFO - Epoch [5][2900/7330] lr: 3.000e-02, eta: 2:45:30, time: 0.185, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0592, loss_cls: 0.2537, acc: 92.0081, loss_bbox: 0.2374, loss: 0.5921 2022-10-24 23:05:13,268 - mmdet - INFO - Epoch [5][2950/7330] lr: 3.000e-02, eta: 2:45:21, time: 0.173, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0553, loss_cls: 0.2454, acc: 92.2329, loss_bbox: 0.2300, loss: 0.5688 2022-10-24 23:05:22,423 - mmdet - INFO - Epoch [5][3000/7330] lr: 3.000e-02, eta: 2:45:12, time: 0.183, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0579, loss_cls: 0.2370, acc: 92.4648, loss_bbox: 0.2272, loss: 0.5604 2022-10-24 23:05:31,513 - mmdet - INFO - Epoch [5][3050/7330] lr: 3.000e-02, eta: 2:45:04, time: 0.182, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0580, loss_cls: 0.2585, acc: 91.8701, loss_bbox: 0.2458, loss: 0.6026 2022-10-24 23:05:40,509 - mmdet - INFO - Epoch [5][3100/7330] lr: 3.000e-02, eta: 2:44:55, time: 0.180, data_time: 0.037, memory: 4102, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0552, loss_cls: 0.2513, acc: 92.1953, loss_bbox: 0.2333, loss: 0.5803 2022-10-24 23:05:49,575 - mmdet - INFO - Epoch [5][3150/7330] lr: 3.000e-02, eta: 2:44:47, time: 0.181, data_time: 0.028, memory: 4102, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0602, loss_cls: 0.2584, acc: 91.8650, loss_bbox: 0.2446, loss: 0.6072 2022-10-24 23:05:58,881 - mmdet - INFO - Epoch [5][3200/7330] lr: 3.000e-02, eta: 2:44:38, time: 0.186, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0616, loss_cls: 0.2406, acc: 92.2961, loss_bbox: 0.2319, loss: 0.5743 2022-10-24 23:06:08,082 - mmdet - INFO - Epoch [5][3250/7330] lr: 3.000e-02, eta: 2:44:30, time: 0.184, data_time: 0.028, memory: 4102, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0577, loss_cls: 0.2448, acc: 92.1748, loss_bbox: 0.2316, loss: 0.5769 2022-10-24 23:06:16,916 - mmdet - INFO - Epoch [5][3300/7330] lr: 3.000e-02, eta: 2:44:21, time: 0.177, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0576, loss_cls: 0.2445, acc: 92.3120, loss_bbox: 0.2308, loss: 0.5727 2022-10-24 23:06:25,880 - mmdet - INFO - Epoch [5][3350/7330] lr: 3.000e-02, eta: 2:44:12, time: 0.179, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0556, loss_cls: 0.2462, acc: 92.1787, loss_bbox: 0.2297, loss: 0.5720 2022-10-24 23:06:34,937 - mmdet - INFO - Epoch [5][3400/7330] lr: 3.000e-02, eta: 2:44:03, time: 0.181, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0584, loss_cls: 0.2486, acc: 92.1794, loss_bbox: 0.2337, loss: 0.5806 2022-10-24 23:06:43,813 - mmdet - INFO - Epoch [5][3450/7330] lr: 3.000e-02, eta: 2:43:54, time: 0.178, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0587, loss_cls: 0.2458, acc: 92.0994, loss_bbox: 0.2376, loss: 0.5838 2022-10-24 23:06:52,527 - mmdet - INFO - Epoch [5][3500/7330] lr: 3.000e-02, eta: 2:43:45, time: 0.174, data_time: 0.040, memory: 4102, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0587, loss_cls: 0.2466, acc: 92.1914, loss_bbox: 0.2311, loss: 0.5761 2022-10-24 23:07:01,363 - mmdet - INFO - Epoch [5][3550/7330] lr: 3.000e-02, eta: 2:43:36, time: 0.177, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0549, loss_cls: 0.2327, acc: 92.6682, loss_bbox: 0.2239, loss: 0.5513 2022-10-24 23:07:10,527 - mmdet - INFO - Epoch [5][3600/7330] lr: 3.000e-02, eta: 2:43:28, time: 0.183, data_time: 0.037, memory: 4102, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0613, loss_cls: 0.2552, acc: 91.8501, loss_bbox: 0.2469, loss: 0.6071 2022-10-24 23:07:19,546 - mmdet - INFO - Epoch [5][3650/7330] lr: 3.000e-02, eta: 2:43:19, time: 0.180, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0597, loss_cls: 0.2515, acc: 91.9155, loss_bbox: 0.2443, loss: 0.5927 2022-10-24 23:07:28,426 - mmdet - INFO - Epoch [5][3700/7330] lr: 3.000e-02, eta: 2:43:10, time: 0.178, data_time: 0.038, memory: 4102, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0573, loss_cls: 0.2558, acc: 92.1006, loss_bbox: 0.2394, loss: 0.5930 2022-10-24 23:07:37,471 - mmdet - INFO - Epoch [5][3750/7330] lr: 3.000e-02, eta: 2:43:01, time: 0.181, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0584, loss_cls: 0.2516, acc: 92.0603, loss_bbox: 0.2400, loss: 0.5903 2022-10-24 23:07:46,295 - mmdet - INFO - Epoch [5][3800/7330] lr: 3.000e-02, eta: 2:42:52, time: 0.176, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0579, loss_cls: 0.2483, acc: 92.0708, loss_bbox: 0.2374, loss: 0.5835 2022-10-24 23:07:55,172 - mmdet - INFO - Epoch [5][3850/7330] lr: 3.000e-02, eta: 2:42:43, time: 0.178, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0604, loss_cls: 0.2602, acc: 91.7266, loss_bbox: 0.2471, loss: 0.6096 2022-10-24 23:08:04,412 - mmdet - INFO - Epoch [5][3900/7330] lr: 3.000e-02, eta: 2:42:35, time: 0.185, data_time: 0.045, memory: 4102, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0578, loss_cls: 0.2554, acc: 91.9866, loss_bbox: 0.2350, loss: 0.5904 2022-10-24 23:08:14,205 - mmdet - INFO - Epoch [5][3950/7330] lr: 3.000e-02, eta: 2:42:27, time: 0.196, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0619, loss_cls: 0.2586, acc: 91.8213, loss_bbox: 0.2408, loss: 0.6064 2022-10-24 23:08:23,278 - mmdet - INFO - Epoch [5][4000/7330] lr: 3.000e-02, eta: 2:42:19, time: 0.181, data_time: 0.035, memory: 4102, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0603, loss_cls: 0.2423, acc: 92.2449, loss_bbox: 0.2326, loss: 0.5742 2022-10-24 23:08:32,068 - mmdet - INFO - Epoch [5][4050/7330] lr: 3.000e-02, eta: 2:42:10, time: 0.176, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0582, loss_cls: 0.2418, acc: 92.3364, loss_bbox: 0.2262, loss: 0.5685 2022-10-24 23:08:40,617 - mmdet - INFO - Epoch [5][4100/7330] lr: 3.000e-02, eta: 2:42:00, time: 0.171, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0537, loss_cls: 0.2365, acc: 92.6191, loss_bbox: 0.2215, loss: 0.5497 2022-10-24 23:08:49,380 - mmdet - INFO - Epoch [5][4150/7330] lr: 3.000e-02, eta: 2:41:51, time: 0.175, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0546, loss_cls: 0.2488, acc: 92.1616, loss_bbox: 0.2299, loss: 0.5725 2022-10-24 23:08:58,136 - mmdet - INFO - Epoch [5][4200/7330] lr: 3.000e-02, eta: 2:41:42, time: 0.175, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0568, loss_cls: 0.2403, acc: 92.3037, loss_bbox: 0.2338, loss: 0.5715 2022-10-24 23:09:06,692 - mmdet - INFO - Epoch [5][4250/7330] lr: 3.000e-02, eta: 2:41:32, time: 0.171, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0552, loss_cls: 0.2395, acc: 92.4871, loss_bbox: 0.2259, loss: 0.5580 2022-10-24 23:09:15,674 - mmdet - INFO - Epoch [5][4300/7330] lr: 3.000e-02, eta: 2:41:24, time: 0.180, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0576, loss_cls: 0.2480, acc: 92.2004, loss_bbox: 0.2292, loss: 0.5758 2022-10-24 23:09:24,630 - mmdet - INFO - Epoch [5][4350/7330] lr: 3.000e-02, eta: 2:41:15, time: 0.179, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0583, loss_cls: 0.2487, acc: 92.2334, loss_bbox: 0.2349, loss: 0.5871 2022-10-24 23:09:33,431 - mmdet - INFO - Epoch [5][4400/7330] lr: 3.000e-02, eta: 2:41:06, time: 0.176, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0567, loss_cls: 0.2425, acc: 92.3752, loss_bbox: 0.2246, loss: 0.5618 2022-10-24 23:09:42,404 - mmdet - INFO - Epoch [5][4450/7330] lr: 3.000e-02, eta: 2:40:57, time: 0.179, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0551, loss_cls: 0.2443, acc: 92.2136, loss_bbox: 0.2363, loss: 0.5746 2022-10-24 23:09:51,562 - mmdet - INFO - Epoch [5][4500/7330] lr: 3.000e-02, eta: 2:40:48, time: 0.183, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0563, loss_cls: 0.2500, acc: 91.9814, loss_bbox: 0.2400, loss: 0.5848 2022-10-24 23:10:00,297 - mmdet - INFO - Epoch [5][4550/7330] lr: 3.000e-02, eta: 2:40:39, time: 0.175, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0532, loss_cls: 0.2426, acc: 92.3447, loss_bbox: 0.2296, loss: 0.5638 2022-10-24 23:10:09,387 - mmdet - INFO - Epoch [5][4600/7330] lr: 3.000e-02, eta: 2:40:30, time: 0.182, data_time: 0.040, memory: 4102, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0599, loss_cls: 0.2528, acc: 91.9158, loss_bbox: 0.2432, loss: 0.5968 2022-10-24 23:10:18,555 - mmdet - INFO - Epoch [5][4650/7330] lr: 3.000e-02, eta: 2:40:22, time: 0.183, data_time: 0.038, memory: 4102, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0568, loss_cls: 0.2392, acc: 92.3586, loss_bbox: 0.2341, loss: 0.5696 2022-10-24 23:10:27,246 - mmdet - INFO - Epoch [5][4700/7330] lr: 3.000e-02, eta: 2:40:13, time: 0.174, data_time: 0.035, memory: 4102, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0572, loss_cls: 0.2478, acc: 92.2988, loss_bbox: 0.2310, loss: 0.5760 2022-10-24 23:10:36,178 - mmdet - INFO - Epoch [5][4750/7330] lr: 3.000e-02, eta: 2:40:04, time: 0.179, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0579, loss_cls: 0.2567, acc: 91.8435, loss_bbox: 0.2423, loss: 0.5954 2022-10-24 23:10:44,834 - mmdet - INFO - Epoch [5][4800/7330] lr: 3.000e-02, eta: 2:39:54, time: 0.173, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0534, loss_cls: 0.2295, acc: 92.7441, loss_bbox: 0.2215, loss: 0.5392 2022-10-24 23:10:53,562 - mmdet - INFO - Epoch [5][4850/7330] lr: 3.000e-02, eta: 2:39:45, time: 0.175, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0593, loss_cls: 0.2526, acc: 92.1274, loss_bbox: 0.2368, loss: 0.5900 2022-10-24 23:11:02,461 - mmdet - INFO - Epoch [5][4900/7330] lr: 3.000e-02, eta: 2:39:36, time: 0.178, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0592, loss_cls: 0.2501, acc: 92.0610, loss_bbox: 0.2377, loss: 0.5884 2022-10-24 23:11:11,440 - mmdet - INFO - Epoch [5][4950/7330] lr: 3.000e-02, eta: 2:39:28, time: 0.180, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0571, loss_cls: 0.2428, acc: 92.3015, loss_bbox: 0.2327, loss: 0.5708 2022-10-24 23:11:20,731 - mmdet - INFO - Epoch [5][5000/7330] lr: 3.000e-02, eta: 2:39:19, time: 0.186, data_time: 0.038, memory: 4102, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0584, loss_cls: 0.2538, acc: 91.9055, loss_bbox: 0.2404, loss: 0.5920 2022-10-24 23:11:29,685 - mmdet - INFO - Epoch [5][5050/7330] lr: 3.000e-02, eta: 2:39:10, time: 0.179, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0580, loss_cls: 0.2574, acc: 92.0332, loss_bbox: 0.2334, loss: 0.5888 2022-10-24 23:11:38,643 - mmdet - INFO - Epoch [5][5100/7330] lr: 3.000e-02, eta: 2:39:02, time: 0.179, data_time: 0.039, memory: 4102, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0583, loss_cls: 0.2609, acc: 91.8850, loss_bbox: 0.2389, loss: 0.5990 2022-10-24 23:11:47,270 - mmdet - INFO - Epoch [5][5150/7330] lr: 3.000e-02, eta: 2:38:52, time: 0.173, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0580, loss_cls: 0.2507, acc: 92.2729, loss_bbox: 0.2283, loss: 0.5773 2022-10-24 23:11:56,402 - mmdet - INFO - Epoch [5][5200/7330] lr: 3.000e-02, eta: 2:38:44, time: 0.183, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0586, loss_cls: 0.2609, acc: 91.7605, loss_bbox: 0.2457, loss: 0.6092 2022-10-24 23:12:05,533 - mmdet - INFO - Epoch [5][5250/7330] lr: 3.000e-02, eta: 2:38:35, time: 0.183, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0544, loss_cls: 0.2401, acc: 92.3877, loss_bbox: 0.2312, loss: 0.5649 2022-10-24 23:12:14,233 - mmdet - INFO - Epoch [5][5300/7330] lr: 3.000e-02, eta: 2:38:26, time: 0.174, data_time: 0.038, memory: 4102, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0553, loss_cls: 0.2365, acc: 92.6123, loss_bbox: 0.2257, loss: 0.5551 2022-10-24 23:12:23,262 - mmdet - INFO - Epoch [5][5350/7330] lr: 3.000e-02, eta: 2:38:17, time: 0.181, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0588, loss_cls: 0.2616, acc: 91.7324, loss_bbox: 0.2477, loss: 0.6108 2022-10-24 23:12:32,108 - mmdet - INFO - Epoch [5][5400/7330] lr: 3.000e-02, eta: 2:38:08, time: 0.177, data_time: 0.035, memory: 4102, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0540, loss_cls: 0.2405, acc: 92.4331, loss_bbox: 0.2241, loss: 0.5553 2022-10-24 23:12:41,146 - mmdet - INFO - Epoch [5][5450/7330] lr: 3.000e-02, eta: 2:37:59, time: 0.181, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0556, loss_cls: 0.2602, acc: 91.9263, loss_bbox: 0.2376, loss: 0.5946 2022-10-24 23:12:50,246 - mmdet - INFO - Epoch [5][5500/7330] lr: 3.000e-02, eta: 2:37:51, time: 0.182, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0600, loss_cls: 0.2569, acc: 92.0359, loss_bbox: 0.2341, loss: 0.5923 2022-10-24 23:12:59,405 - mmdet - INFO - Epoch [5][5550/7330] lr: 3.000e-02, eta: 2:37:42, time: 0.183, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0565, loss_cls: 0.2498, acc: 92.2263, loss_bbox: 0.2348, loss: 0.5808 2022-10-24 23:13:08,471 - mmdet - INFO - Epoch [5][5600/7330] lr: 3.000e-02, eta: 2:37:34, time: 0.181, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0573, loss_cls: 0.2487, acc: 92.0415, loss_bbox: 0.2424, loss: 0.5878 2022-10-24 23:13:17,624 - mmdet - INFO - Epoch [5][5650/7330] lr: 3.000e-02, eta: 2:37:25, time: 0.183, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0602, loss_cls: 0.2591, acc: 91.8477, loss_bbox: 0.2445, loss: 0.6041 2022-10-24 23:13:26,882 - mmdet - INFO - Epoch [5][5700/7330] lr: 3.000e-02, eta: 2:37:17, time: 0.185, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0594, loss_cls: 0.2560, acc: 91.8562, loss_bbox: 0.2433, loss: 0.6007 2022-10-24 23:13:35,830 - mmdet - INFO - Epoch [5][5750/7330] lr: 3.000e-02, eta: 2:37:08, time: 0.179, data_time: 0.037, memory: 4102, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0560, loss_cls: 0.2465, acc: 92.1462, loss_bbox: 0.2329, loss: 0.5737 2022-10-24 23:13:44,879 - mmdet - INFO - Epoch [5][5800/7330] lr: 3.000e-02, eta: 2:36:59, time: 0.181, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0586, loss_cls: 0.2479, acc: 92.1199, loss_bbox: 0.2426, loss: 0.5878 2022-10-24 23:13:53,828 - mmdet - INFO - Epoch [5][5850/7330] lr: 3.000e-02, eta: 2:36:50, time: 0.179, data_time: 0.035, memory: 4102, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0570, loss_cls: 0.2547, acc: 91.9141, loss_bbox: 0.2364, loss: 0.5895 2022-10-24 23:14:02,863 - mmdet - INFO - Epoch [5][5900/7330] lr: 3.000e-02, eta: 2:36:41, time: 0.181, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0594, loss_cls: 0.2404, acc: 92.4148, loss_bbox: 0.2299, loss: 0.5701 2022-10-24 23:14:12,022 - mmdet - INFO - Epoch [5][5950/7330] lr: 3.000e-02, eta: 2:36:33, time: 0.183, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0577, loss_cls: 0.2423, acc: 92.2598, loss_bbox: 0.2325, loss: 0.5718 2022-10-24 23:14:20,680 - mmdet - INFO - Epoch [5][6000/7330] lr: 3.000e-02, eta: 2:36:24, time: 0.173, data_time: 0.026, memory: 4102, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0558, loss_cls: 0.2476, acc: 92.3164, loss_bbox: 0.2248, loss: 0.5666 2022-10-24 23:14:29,892 - mmdet - INFO - Epoch [5][6050/7330] lr: 3.000e-02, eta: 2:36:15, time: 0.184, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0608, loss_cls: 0.2519, acc: 92.0544, loss_bbox: 0.2380, loss: 0.5937 2022-10-24 23:14:38,838 - mmdet - INFO - Epoch [5][6100/7330] lr: 3.000e-02, eta: 2:36:06, time: 0.179, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0587, loss_cls: 0.2526, acc: 92.0024, loss_bbox: 0.2343, loss: 0.5885 2022-10-24 23:14:47,888 - mmdet - INFO - Epoch [5][6150/7330] lr: 3.000e-02, eta: 2:35:58, time: 0.181, data_time: 0.040, memory: 4102, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0579, loss_cls: 0.2462, acc: 92.1511, loss_bbox: 0.2356, loss: 0.5803 2022-10-24 23:14:56,958 - mmdet - INFO - Epoch [5][6200/7330] lr: 3.000e-02, eta: 2:35:49, time: 0.181, data_time: 0.027, memory: 4102, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0608, loss_cls: 0.2597, acc: 91.7017, loss_bbox: 0.2453, loss: 0.6072 2022-10-24 23:15:05,818 - mmdet - INFO - Epoch [5][6250/7330] lr: 3.000e-02, eta: 2:35:40, time: 0.177, data_time: 0.028, memory: 4102, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0594, loss_cls: 0.2395, acc: 92.4578, loss_bbox: 0.2266, loss: 0.5704 2022-10-24 23:15:14,966 - mmdet - INFO - Epoch [5][6300/7330] lr: 3.000e-02, eta: 2:35:31, time: 0.183, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0568, loss_cls: 0.2417, acc: 92.3821, loss_bbox: 0.2289, loss: 0.5673 2022-10-24 23:15:24,052 - mmdet - INFO - Epoch [5][6350/7330] lr: 3.000e-02, eta: 2:35:23, time: 0.182, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0568, loss_cls: 0.2479, acc: 92.0735, loss_bbox: 0.2368, loss: 0.5831 2022-10-24 23:15:32,973 - mmdet - INFO - Epoch [5][6400/7330] lr: 3.000e-02, eta: 2:35:14, time: 0.178, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0588, loss_cls: 0.2498, acc: 92.0808, loss_bbox: 0.2367, loss: 0.5876 2022-10-24 23:15:41,659 - mmdet - INFO - Epoch [5][6450/7330] lr: 3.000e-02, eta: 2:35:04, time: 0.174, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0584, loss_cls: 0.2439, acc: 92.3264, loss_bbox: 0.2344, loss: 0.5769 2022-10-24 23:15:50,475 - mmdet - INFO - Epoch [5][6500/7330] lr: 3.000e-02, eta: 2:34:55, time: 0.176, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0589, loss_cls: 0.2455, acc: 92.2109, loss_bbox: 0.2319, loss: 0.5774 2022-10-24 23:15:59,346 - mmdet - INFO - Epoch [5][6550/7330] lr: 3.000e-02, eta: 2:34:46, time: 0.177, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0556, loss_cls: 0.2498, acc: 92.2390, loss_bbox: 0.2285, loss: 0.5756 2022-10-24 23:16:07,973 - mmdet - INFO - Epoch [5][6600/7330] lr: 3.000e-02, eta: 2:34:37, time: 0.173, data_time: 0.039, memory: 4102, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0592, loss_cls: 0.2535, acc: 92.0728, loss_bbox: 0.2345, loss: 0.5857 2022-10-24 23:16:16,837 - mmdet - INFO - Epoch [5][6650/7330] lr: 3.000e-02, eta: 2:34:28, time: 0.177, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0569, loss_cls: 0.2470, acc: 92.2664, loss_bbox: 0.2291, loss: 0.5744 2022-10-24 23:16:25,581 - mmdet - INFO - Epoch [5][6700/7330] lr: 3.000e-02, eta: 2:34:19, time: 0.175, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0577, loss_cls: 0.2464, acc: 92.1355, loss_bbox: 0.2363, loss: 0.5801 2022-10-24 23:16:34,336 - mmdet - INFO - Epoch [5][6750/7330] lr: 3.000e-02, eta: 2:34:10, time: 0.175, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0538, loss_cls: 0.2468, acc: 92.3247, loss_bbox: 0.2292, loss: 0.5701 2022-10-24 23:16:43,220 - mmdet - INFO - Epoch [5][6800/7330] lr: 3.000e-02, eta: 2:34:01, time: 0.178, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0594, loss_cls: 0.2478, acc: 92.1707, loss_bbox: 0.2302, loss: 0.5795 2022-10-24 23:16:52,308 - mmdet - INFO - Epoch [5][6850/7330] lr: 3.000e-02, eta: 2:33:52, time: 0.182, data_time: 0.038, memory: 4102, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0547, loss_cls: 0.2522, acc: 92.0874, loss_bbox: 0.2341, loss: 0.5805 2022-10-24 23:17:01,395 - mmdet - INFO - Epoch [5][6900/7330] lr: 3.000e-02, eta: 2:33:44, time: 0.182, data_time: 0.036, memory: 4102, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0571, loss_cls: 0.2602, acc: 91.7742, loss_bbox: 0.2445, loss: 0.6020 2022-10-24 23:17:10,167 - mmdet - INFO - Epoch [5][6950/7330] lr: 3.000e-02, eta: 2:33:34, time: 0.175, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0551, loss_cls: 0.2607, acc: 91.7915, loss_bbox: 0.2476, loss: 0.6024 2022-10-24 23:17:19,341 - mmdet - INFO - Epoch [5][7000/7330] lr: 3.000e-02, eta: 2:33:26, time: 0.184, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0574, loss_cls: 0.2589, acc: 91.9456, loss_bbox: 0.2374, loss: 0.5966 2022-10-24 23:17:28,222 - mmdet - INFO - Epoch [5][7050/7330] lr: 3.000e-02, eta: 2:33:17, time: 0.178, data_time: 0.029, memory: 4102, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0566, loss_cls: 0.2457, acc: 92.2212, loss_bbox: 0.2328, loss: 0.5731 2022-10-24 23:17:37,012 - mmdet - INFO - Epoch [5][7100/7330] lr: 3.000e-02, eta: 2:33:08, time: 0.176, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0577, loss_cls: 0.2616, acc: 91.8362, loss_bbox: 0.2372, loss: 0.5978 2022-10-24 23:17:45,696 - mmdet - INFO - Epoch [5][7150/7330] lr: 3.000e-02, eta: 2:32:59, time: 0.174, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0594, loss_cls: 0.2445, acc: 92.2424, loss_bbox: 0.2337, loss: 0.5754 2022-10-24 23:17:54,504 - mmdet - INFO - Epoch [5][7200/7330] lr: 3.000e-02, eta: 2:32:50, time: 0.176, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0587, loss_cls: 0.2473, acc: 92.1895, loss_bbox: 0.2278, loss: 0.5747 2022-10-24 23:18:03,292 - mmdet - INFO - Epoch [5][7250/7330] lr: 3.000e-02, eta: 2:32:40, time: 0.176, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0547, loss_cls: 0.2430, acc: 92.2905, loss_bbox: 0.2353, loss: 0.5715 2022-10-24 23:18:12,333 - mmdet - INFO - Epoch [5][7300/7330] lr: 3.000e-02, eta: 2:32:32, time: 0.181, data_time: 0.029, memory: 4102, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0572, loss_cls: 0.2322, acc: 92.5601, loss_bbox: 0.2259, loss: 0.5543 2022-10-24 23:18:18,091 - mmdet - INFO - Saving checkpoint at 5 epochs 2022-10-24 23:18:43,048 - mmdet - INFO - Evaluating bbox... 2022-10-24 23:19:21,013 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.302 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.487 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.328 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.173 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.336 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.382 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.467 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.467 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.467 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.276 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.514 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.580 2022-10-24 23:19:21,499 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_faster-rcnn_1x_coco_lr3e-2_wd5e-5_keep-all/best_bbox_mAP_epoch_4.pth was removed 2022-10-24 23:19:22,212 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_5.pth. 2022-10-24 23:19:22,212 - mmdet - INFO - Best bbox_mAP is 0.3020 at 5 epoch. 2022-10-24 23:19:22,213 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 23:19:22,213 - mmdet - INFO - Epoch(val) [5][625] bbox_mAP: 0.3020, bbox_mAP_50: 0.4870, bbox_mAP_75: 0.3280, bbox_mAP_s: 0.1730, bbox_mAP_m: 0.3360, bbox_mAP_l: 0.3820, bbox_mAP_copypaste: 0.302 0.487 0.328 0.173 0.336 0.382 2022-10-24 23:19:34,136 - mmdet - INFO - Epoch [6][50/7330] lr: 3.000e-02, eta: 2:32:14, time: 0.238, data_time: 0.089, memory: 4102, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0532, loss_cls: 0.2402, acc: 92.3433, loss_bbox: 0.2288, loss: 0.5581 2022-10-24 23:19:43,696 - mmdet - INFO - Epoch [6][100/7330] lr: 3.000e-02, eta: 2:32:06, time: 0.191, data_time: 0.038, memory: 4102, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0591, loss_cls: 0.2542, acc: 91.9480, loss_bbox: 0.2401, loss: 0.5900 2022-10-24 23:19:52,795 - mmdet - INFO - Epoch [6][150/7330] lr: 3.000e-02, eta: 2:31:57, time: 0.182, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0599, loss_cls: 0.2472, acc: 92.1448, loss_bbox: 0.2364, loss: 0.5836 2022-10-24 23:20:02,178 - mmdet - INFO - Epoch [6][200/7330] lr: 3.000e-02, eta: 2:31:49, time: 0.188, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0552, loss_cls: 0.2302, acc: 92.5364, loss_bbox: 0.2324, loss: 0.5567 2022-10-24 23:20:11,198 - mmdet - INFO - Epoch [6][250/7330] lr: 3.000e-02, eta: 2:31:40, time: 0.180, data_time: 0.027, memory: 4102, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0575, loss_cls: 0.2374, acc: 92.2861, loss_bbox: 0.2288, loss: 0.5604 2022-10-24 23:20:20,802 - mmdet - INFO - Epoch [6][300/7330] lr: 3.000e-02, eta: 2:31:33, time: 0.192, data_time: 0.028, memory: 4102, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0548, loss_cls: 0.2383, acc: 92.2996, loss_bbox: 0.2333, loss: 0.5637 2022-10-24 23:20:29,963 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 23:20:29,964 - mmdet - INFO - Epoch [6][350/7330] lr: 3.000e-02, eta: 2:31:24, time: 0.183, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0558, loss_cls: 0.2328, acc: 92.5190, loss_bbox: 0.2296, loss: 0.5541 2022-10-24 23:20:39,353 - mmdet - INFO - Epoch [6][400/7330] lr: 3.000e-02, eta: 2:31:16, time: 0.188, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0568, loss_cls: 0.2373, acc: 92.4229, loss_bbox: 0.2294, loss: 0.5613 2022-10-24 23:20:48,575 - mmdet - INFO - Epoch [6][450/7330] lr: 3.000e-02, eta: 2:31:07, time: 0.184, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0599, loss_cls: 0.2429, acc: 92.1660, loss_bbox: 0.2330, loss: 0.5732 2022-10-24 23:20:57,569 - mmdet - INFO - Epoch [6][500/7330] lr: 3.000e-02, eta: 2:30:58, time: 0.180, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0553, loss_cls: 0.2323, acc: 92.6506, loss_bbox: 0.2261, loss: 0.5487 2022-10-24 23:21:06,468 - mmdet - INFO - Epoch [6][550/7330] lr: 3.000e-02, eta: 2:30:49, time: 0.178, data_time: 0.029, memory: 4102, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0553, loss_cls: 0.2279, acc: 92.4490, loss_bbox: 0.2302, loss: 0.5476 2022-10-24 23:21:15,862 - mmdet - INFO - Epoch [6][600/7330] lr: 3.000e-02, eta: 2:30:41, time: 0.188, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0581, loss_cls: 0.2446, acc: 92.2717, loss_bbox: 0.2320, loss: 0.5718 2022-10-24 23:21:25,182 - mmdet - INFO - Epoch [6][650/7330] lr: 3.000e-02, eta: 2:30:33, time: 0.186, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0551, loss_cls: 0.2364, acc: 92.3015, loss_bbox: 0.2323, loss: 0.5607 2022-10-24 23:21:34,592 - mmdet - INFO - Epoch [6][700/7330] lr: 3.000e-02, eta: 2:30:25, time: 0.188, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0584, loss_cls: 0.2457, acc: 92.0667, loss_bbox: 0.2386, loss: 0.5790 2022-10-24 23:21:43,985 - mmdet - INFO - Epoch [6][750/7330] lr: 3.000e-02, eta: 2:30:16, time: 0.188, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0601, loss_cls: 0.2419, acc: 92.2610, loss_bbox: 0.2343, loss: 0.5745 2022-10-24 23:21:52,891 - mmdet - INFO - Epoch [6][800/7330] lr: 3.000e-02, eta: 2:30:07, time: 0.178, data_time: 0.031, memory: 4102, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0556, loss_cls: 0.2484, acc: 92.1104, loss_bbox: 0.2389, loss: 0.5810 2022-10-24 23:22:01,685 - mmdet - INFO - Epoch [6][850/7330] lr: 3.000e-02, eta: 2:29:58, time: 0.176, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0517, loss_cls: 0.2282, acc: 92.7197, loss_bbox: 0.2231, loss: 0.5386 2022-10-24 23:22:10,876 - mmdet - INFO - Epoch [6][900/7330] lr: 3.000e-02, eta: 2:29:50, time: 0.184, data_time: 0.037, memory: 4102, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0584, loss_cls: 0.2442, acc: 92.3557, loss_bbox: 0.2324, loss: 0.5732 2022-10-24 23:22:19,867 - mmdet - INFO - Epoch [6][950/7330] lr: 3.000e-02, eta: 2:29:41, time: 0.180, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0542, loss_cls: 0.2385, acc: 92.4585, loss_bbox: 0.2268, loss: 0.5572 2022-10-24 23:22:29,101 - mmdet - INFO - Epoch [6][1000/7330] lr: 3.000e-02, eta: 2:29:32, time: 0.185, data_time: 0.041, memory: 4102, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0591, loss_cls: 0.2522, acc: 91.7983, loss_bbox: 0.2416, loss: 0.5909 2022-10-24 23:22:38,447 - mmdet - INFO - Epoch [6][1050/7330] lr: 3.000e-02, eta: 2:29:24, time: 0.187, data_time: 0.038, memory: 4102, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0611, loss_cls: 0.2405, acc: 92.1619, loss_bbox: 0.2357, loss: 0.5791 2022-10-24 23:22:47,209 - mmdet - INFO - Epoch [6][1100/7330] lr: 3.000e-02, eta: 2:29:15, time: 0.175, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0574, loss_cls: 0.2370, acc: 92.3057, loss_bbox: 0.2267, loss: 0.5583 2022-10-24 23:22:56,185 - mmdet - INFO - Epoch [6][1150/7330] lr: 3.000e-02, eta: 2:29:06, time: 0.179, data_time: 0.035, memory: 4102, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0577, loss_cls: 0.2471, acc: 92.1309, loss_bbox: 0.2387, loss: 0.5834 2022-10-24 23:23:05,743 - mmdet - INFO - Epoch [6][1200/7330] lr: 3.000e-02, eta: 2:28:58, time: 0.191, data_time: 0.037, memory: 4102, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0616, loss_cls: 0.2507, acc: 92.0168, loss_bbox: 0.2362, loss: 0.5894 2022-10-24 23:23:14,501 - mmdet - INFO - Epoch [6][1250/7330] lr: 3.000e-02, eta: 2:28:49, time: 0.175, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0569, loss_cls: 0.2411, acc: 92.2703, loss_bbox: 0.2274, loss: 0.5629 2022-10-24 23:23:23,095 - mmdet - INFO - Epoch [6][1300/7330] lr: 3.000e-02, eta: 2:28:40, time: 0.172, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0548, loss_cls: 0.2303, acc: 92.6611, loss_bbox: 0.2235, loss: 0.5467 2022-10-24 23:23:31,777 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 23:23:31,777 - mmdet - INFO - Epoch [6][1350/7330] lr: 3.000e-02, eta: 2:28:30, time: 0.174, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0551, loss_cls: 0.2356, acc: 92.4805, loss_bbox: 0.2256, loss: 0.5532 2022-10-24 23:23:41,053 - mmdet - INFO - Epoch [6][1400/7330] lr: 3.000e-02, eta: 2:28:22, time: 0.186, data_time: 0.033, memory: 4102, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0579, loss_cls: 0.2399, acc: 92.3784, loss_bbox: 0.2311, loss: 0.5672 2022-10-24 23:23:50,222 - mmdet - INFO - Epoch [6][1450/7330] lr: 3.000e-02, eta: 2:28:13, time: 0.183, data_time: 0.032, memory: 4102, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0568, loss_cls: 0.2336, acc: 92.4089, loss_bbox: 0.2275, loss: 0.5554 2022-10-24 23:23:59,298 - mmdet - INFO - Epoch [6][1500/7330] lr: 3.000e-02, eta: 2:28:05, time: 0.182, data_time: 0.037, memory: 4102, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0592, loss_cls: 0.2431, acc: 92.1431, loss_bbox: 0.2348, loss: 0.5753 2022-10-24 23:24:08,170 - mmdet - INFO - Epoch [6][1550/7330] lr: 3.000e-02, eta: 2:27:56, time: 0.177, data_time: 0.034, memory: 4102, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0570, loss_cls: 0.2355, acc: 92.4280, loss_bbox: 0.2276, loss: 0.5574 2022-10-24 23:24:16,927 - mmdet - INFO - Epoch [6][1600/7330] lr: 3.000e-02, eta: 2:27:46, time: 0.175, data_time: 0.030, memory: 4102, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0564, loss_cls: 0.2403, acc: 92.3743, loss_bbox: 0.2273, loss: 0.5621 2022-10-24 23:24:26,071 - mmdet - INFO - Epoch [6][1650/7330] lr: 3.000e-02, eta: 2:27:38, time: 0.183, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0571, loss_cls: 0.2479, acc: 91.9688, loss_bbox: 0.2385, loss: 0.5818 2022-10-24 23:24:35,415 - mmdet - INFO - Epoch [6][1700/7330] lr: 3.000e-02, eta: 2:27:29, time: 0.187, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0597, loss_cls: 0.2455, acc: 92.0164, loss_bbox: 0.2377, loss: 0.5806 2022-10-24 23:24:44,622 - mmdet - INFO - Epoch [6][1750/7330] lr: 3.000e-02, eta: 2:27:21, time: 0.184, data_time: 0.044, memory: 4112, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0581, loss_cls: 0.2515, acc: 91.9883, loss_bbox: 0.2423, loss: 0.5897 2022-10-24 23:24:53,252 - mmdet - INFO - Epoch [6][1800/7330] lr: 3.000e-02, eta: 2:27:12, time: 0.173, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0559, loss_cls: 0.2371, acc: 92.4238, loss_bbox: 0.2266, loss: 0.5550 2022-10-24 23:25:02,021 - mmdet - INFO - Epoch [6][1850/7330] lr: 3.000e-02, eta: 2:27:03, time: 0.175, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0590, loss_cls: 0.2474, acc: 92.1277, loss_bbox: 0.2382, loss: 0.5838 2022-10-24 23:25:10,943 - mmdet - INFO - Epoch [6][1900/7330] lr: 3.000e-02, eta: 2:26:54, time: 0.178, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0552, loss_cls: 0.2345, acc: 92.3416, loss_bbox: 0.2303, loss: 0.5559 2022-10-24 23:25:20,096 - mmdet - INFO - Epoch [6][1950/7330] lr: 3.000e-02, eta: 2:26:45, time: 0.183, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0565, loss_cls: 0.2403, acc: 92.1741, loss_bbox: 0.2355, loss: 0.5686 2022-10-24 23:25:29,128 - mmdet - INFO - Epoch [6][2000/7330] lr: 3.000e-02, eta: 2:26:36, time: 0.181, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0573, loss_cls: 0.2613, acc: 91.6880, loss_bbox: 0.2456, loss: 0.6022 2022-10-24 23:25:38,012 - mmdet - INFO - Epoch [6][2050/7330] lr: 3.000e-02, eta: 2:26:27, time: 0.178, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0560, loss_cls: 0.2394, acc: 92.2961, loss_bbox: 0.2318, loss: 0.5641 2022-10-24 23:25:46,981 - mmdet - INFO - Epoch [6][2100/7330] lr: 3.000e-02, eta: 2:26:18, time: 0.179, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0572, loss_cls: 0.2430, acc: 92.1980, loss_bbox: 0.2317, loss: 0.5686 2022-10-24 23:25:56,207 - mmdet - INFO - Epoch [6][2150/7330] lr: 3.000e-02, eta: 2:26:10, time: 0.184, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0568, loss_cls: 0.2455, acc: 92.1799, loss_bbox: 0.2321, loss: 0.5728 2022-10-24 23:26:05,209 - mmdet - INFO - Epoch [6][2200/7330] lr: 3.000e-02, eta: 2:26:01, time: 0.180, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0551, loss_cls: 0.2433, acc: 92.2239, loss_bbox: 0.2395, loss: 0.5723 2022-10-24 23:26:14,679 - mmdet - INFO - Epoch [6][2250/7330] lr: 3.000e-02, eta: 2:25:53, time: 0.189, data_time: 0.040, memory: 4112, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0603, loss_cls: 0.2467, acc: 92.0691, loss_bbox: 0.2393, loss: 0.5883 2022-10-24 23:26:23,673 - mmdet - INFO - Epoch [6][2300/7330] lr: 3.000e-02, eta: 2:25:44, time: 0.180, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0557, loss_cls: 0.2420, acc: 92.3140, loss_bbox: 0.2292, loss: 0.5651 2022-10-24 23:26:33,111 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 23:26:33,111 - mmdet - INFO - Epoch [6][2350/7330] lr: 3.000e-02, eta: 2:25:36, time: 0.189, data_time: 0.038, memory: 4112, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0581, loss_cls: 0.2480, acc: 92.1362, loss_bbox: 0.2372, loss: 0.5860 2022-10-24 23:26:42,332 - mmdet - INFO - Epoch [6][2400/7330] lr: 3.000e-02, eta: 2:25:27, time: 0.184, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0583, loss_cls: 0.2503, acc: 92.0745, loss_bbox: 0.2372, loss: 0.5851 2022-10-24 23:26:50,955 - mmdet - INFO - Epoch [6][2450/7330] lr: 3.000e-02, eta: 2:25:18, time: 0.172, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0554, loss_cls: 0.2426, acc: 92.3303, loss_bbox: 0.2257, loss: 0.5598 2022-10-24 23:26:59,949 - mmdet - INFO - Epoch [6][2500/7330] lr: 3.000e-02, eta: 2:25:09, time: 0.180, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0581, loss_cls: 0.2435, acc: 92.3411, loss_bbox: 0.2299, loss: 0.5729 2022-10-24 23:27:08,811 - mmdet - INFO - Epoch [6][2550/7330] lr: 3.000e-02, eta: 2:25:00, time: 0.177, data_time: 0.029, memory: 4112, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0552, loss_cls: 0.2341, acc: 92.4875, loss_bbox: 0.2265, loss: 0.5503 2022-10-24 23:27:17,968 - mmdet - INFO - Epoch [6][2600/7330] lr: 3.000e-02, eta: 2:24:51, time: 0.183, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0583, loss_cls: 0.2576, acc: 91.8538, loss_bbox: 0.2424, loss: 0.5985 2022-10-24 23:27:27,296 - mmdet - INFO - Epoch [6][2650/7330] lr: 3.000e-02, eta: 2:24:43, time: 0.187, data_time: 0.029, memory: 4112, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0594, loss_cls: 0.2424, acc: 92.3357, loss_bbox: 0.2370, loss: 0.5794 2022-10-24 23:27:36,185 - mmdet - INFO - Epoch [6][2700/7330] lr: 3.000e-02, eta: 2:24:34, time: 0.178, data_time: 0.027, memory: 4112, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0508, loss_cls: 0.2221, acc: 92.9023, loss_bbox: 0.2154, loss: 0.5234 2022-10-24 23:27:45,523 - mmdet - INFO - Epoch [6][2750/7330] lr: 3.000e-02, eta: 2:24:26, time: 0.187, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0591, loss_cls: 0.2605, acc: 91.6719, loss_bbox: 0.2465, loss: 0.6045 2022-10-24 23:27:54,491 - mmdet - INFO - Epoch [6][2800/7330] lr: 3.000e-02, eta: 2:24:17, time: 0.179, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0568, loss_cls: 0.2424, acc: 92.2271, loss_bbox: 0.2283, loss: 0.5655 2022-10-24 23:28:03,379 - mmdet - INFO - Epoch [6][2850/7330] lr: 3.000e-02, eta: 2:24:08, time: 0.178, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0601, loss_cls: 0.2476, acc: 91.9961, loss_bbox: 0.2360, loss: 0.5862 2022-10-24 23:28:12,330 - mmdet - INFO - Epoch [6][2900/7330] lr: 3.000e-02, eta: 2:23:59, time: 0.179, data_time: 0.037, memory: 4112, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0551, loss_cls: 0.2437, acc: 92.2686, loss_bbox: 0.2321, loss: 0.5698 2022-10-24 23:28:21,144 - mmdet - INFO - Epoch [6][2950/7330] lr: 3.000e-02, eta: 2:23:50, time: 0.176, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0536, loss_cls: 0.2429, acc: 92.2446, loss_bbox: 0.2249, loss: 0.5610 2022-10-24 23:28:30,325 - mmdet - INFO - Epoch [6][3000/7330] lr: 3.000e-02, eta: 2:23:41, time: 0.184, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0594, loss_cls: 0.2476, acc: 92.0608, loss_bbox: 0.2396, loss: 0.5844 2022-10-24 23:28:39,125 - mmdet - INFO - Epoch [6][3050/7330] lr: 3.000e-02, eta: 2:23:32, time: 0.176, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0564, loss_cls: 0.2376, acc: 92.3784, loss_bbox: 0.2296, loss: 0.5613 2022-10-24 23:28:47,781 - mmdet - INFO - Epoch [6][3100/7330] lr: 3.000e-02, eta: 2:23:23, time: 0.173, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0558, loss_cls: 0.2485, acc: 92.0962, loss_bbox: 0.2357, loss: 0.5779 2022-10-24 23:28:56,599 - mmdet - INFO - Epoch [6][3150/7330] lr: 3.000e-02, eta: 2:23:14, time: 0.176, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0561, loss_cls: 0.2423, acc: 92.2625, loss_bbox: 0.2309, loss: 0.5671 2022-10-24 23:29:05,605 - mmdet - INFO - Epoch [6][3200/7330] lr: 3.000e-02, eta: 2:23:05, time: 0.180, data_time: 0.038, memory: 4112, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0646, loss_cls: 0.2484, acc: 91.8777, loss_bbox: 0.2489, loss: 0.6027 2022-10-24 23:29:14,590 - mmdet - INFO - Epoch [6][3250/7330] lr: 3.000e-02, eta: 2:22:56, time: 0.180, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0565, loss_cls: 0.2455, acc: 92.0847, loss_bbox: 0.2380, loss: 0.5789 2022-10-24 23:29:23,439 - mmdet - INFO - Epoch [6][3300/7330] lr: 3.000e-02, eta: 2:22:47, time: 0.177, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0585, loss_cls: 0.2470, acc: 92.1660, loss_bbox: 0.2348, loss: 0.5767 2022-10-24 23:29:32,350 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 23:29:32,350 - mmdet - INFO - Epoch [6][3350/7330] lr: 3.000e-02, eta: 2:22:38, time: 0.178, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0588, loss_cls: 0.2455, acc: 92.1167, loss_bbox: 0.2296, loss: 0.5719 2022-10-24 23:29:41,527 - mmdet - INFO - Epoch [6][3400/7330] lr: 3.000e-02, eta: 2:22:30, time: 0.184, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0583, loss_cls: 0.2496, acc: 92.0005, loss_bbox: 0.2380, loss: 0.5856 2022-10-24 23:29:50,349 - mmdet - INFO - Epoch [6][3450/7330] lr: 3.000e-02, eta: 2:22:21, time: 0.176, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0570, loss_cls: 0.2346, acc: 92.4641, loss_bbox: 0.2224, loss: 0.5501 2022-10-24 23:29:58,979 - mmdet - INFO - Epoch [6][3500/7330] lr: 3.000e-02, eta: 2:22:11, time: 0.173, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0582, loss_cls: 0.2455, acc: 92.2830, loss_bbox: 0.2245, loss: 0.5672 2022-10-24 23:30:07,725 - mmdet - INFO - Epoch [6][3550/7330] lr: 3.000e-02, eta: 2:22:02, time: 0.175, data_time: 0.037, memory: 4112, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0555, loss_cls: 0.2408, acc: 92.3567, loss_bbox: 0.2309, loss: 0.5681 2022-10-24 23:30:16,607 - mmdet - INFO - Epoch [6][3600/7330] lr: 3.000e-02, eta: 2:21:53, time: 0.178, data_time: 0.028, memory: 4112, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0548, loss_cls: 0.2410, acc: 92.3521, loss_bbox: 0.2278, loss: 0.5613 2022-10-24 23:30:25,985 - mmdet - INFO - Epoch [6][3650/7330] lr: 3.000e-02, eta: 2:21:45, time: 0.188, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0581, loss_cls: 0.2431, acc: 92.0984, loss_bbox: 0.2360, loss: 0.5765 2022-10-24 23:30:34,921 - mmdet - INFO - Epoch [6][3700/7330] lr: 3.000e-02, eta: 2:21:36, time: 0.179, data_time: 0.026, memory: 4112, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0538, loss_cls: 0.2383, acc: 92.4551, loss_bbox: 0.2243, loss: 0.5542 2022-10-24 23:30:43,806 - mmdet - INFO - Epoch [6][3750/7330] lr: 3.000e-02, eta: 2:21:27, time: 0.178, data_time: 0.038, memory: 4112, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0562, loss_cls: 0.2379, acc: 92.3364, loss_bbox: 0.2322, loss: 0.5643 2022-10-24 23:30:52,759 - mmdet - INFO - Epoch [6][3800/7330] lr: 3.000e-02, eta: 2:21:18, time: 0.179, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0567, loss_cls: 0.2519, acc: 92.1658, loss_bbox: 0.2356, loss: 0.5830 2022-10-24 23:31:01,737 - mmdet - INFO - Epoch [6][3850/7330] lr: 3.000e-02, eta: 2:21:09, time: 0.180, data_time: 0.039, memory: 4112, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0560, loss_cls: 0.2438, acc: 92.1680, loss_bbox: 0.2345, loss: 0.5733 2022-10-24 23:31:10,788 - mmdet - INFO - Epoch [6][3900/7330] lr: 3.000e-02, eta: 2:21:00, time: 0.181, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0581, loss_cls: 0.2519, acc: 92.0474, loss_bbox: 0.2376, loss: 0.5887 2022-10-24 23:31:19,864 - mmdet - INFO - Epoch [6][3950/7330] lr: 3.000e-02, eta: 2:20:52, time: 0.182, data_time: 0.029, memory: 4112, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0572, loss_cls: 0.2380, acc: 92.5486, loss_bbox: 0.2256, loss: 0.5601 2022-10-24 23:31:29,005 - mmdet - INFO - Epoch [6][4000/7330] lr: 3.000e-02, eta: 2:20:43, time: 0.183, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0561, loss_cls: 0.2484, acc: 92.0139, loss_bbox: 0.2383, loss: 0.5828 2022-10-24 23:31:37,874 - mmdet - INFO - Epoch [6][4050/7330] lr: 3.000e-02, eta: 2:20:34, time: 0.177, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0546, loss_cls: 0.2391, acc: 92.3545, loss_bbox: 0.2298, loss: 0.5602 2022-10-24 23:31:46,380 - mmdet - INFO - Epoch [6][4100/7330] lr: 3.000e-02, eta: 2:20:25, time: 0.170, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0544, loss_cls: 0.2462, acc: 92.2761, loss_bbox: 0.2284, loss: 0.5661 2022-10-24 23:31:55,337 - mmdet - INFO - Epoch [6][4150/7330] lr: 3.000e-02, eta: 2:20:16, time: 0.179, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0561, loss_cls: 0.2422, acc: 92.2749, loss_bbox: 0.2331, loss: 0.5679 2022-10-24 23:32:04,345 - mmdet - INFO - Epoch [6][4200/7330] lr: 3.000e-02, eta: 2:20:07, time: 0.180, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0569, loss_cls: 0.2412, acc: 92.3547, loss_bbox: 0.2257, loss: 0.5614 2022-10-24 23:32:13,125 - mmdet - INFO - Epoch [6][4250/7330] lr: 3.000e-02, eta: 2:19:58, time: 0.176, data_time: 0.029, memory: 4112, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0547, loss_cls: 0.2311, acc: 92.5120, loss_bbox: 0.2262, loss: 0.5472 2022-10-24 23:32:22,198 - mmdet - INFO - Epoch [6][4300/7330] lr: 3.000e-02, eta: 2:19:49, time: 0.181, data_time: 0.029, memory: 4112, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0583, loss_cls: 0.2454, acc: 92.1357, loss_bbox: 0.2419, loss: 0.5827 2022-10-24 23:32:31,223 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 23:32:31,224 - mmdet - INFO - Epoch [6][4350/7330] lr: 3.000e-02, eta: 2:19:40, time: 0.181, data_time: 0.037, memory: 4112, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0590, loss_cls: 0.2478, acc: 92.0415, loss_bbox: 0.2410, loss: 0.5881 2022-10-24 23:32:40,213 - mmdet - INFO - Epoch [6][4400/7330] lr: 3.000e-02, eta: 2:19:31, time: 0.180, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0583, loss_cls: 0.2382, acc: 92.4521, loss_bbox: 0.2259, loss: 0.5600 2022-10-24 23:32:48,980 - mmdet - INFO - Epoch [6][4450/7330] lr: 3.000e-02, eta: 2:19:22, time: 0.175, data_time: 0.028, memory: 4112, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0548, loss_cls: 0.2401, acc: 92.3799, loss_bbox: 0.2242, loss: 0.5566 2022-10-24 23:32:58,353 - mmdet - INFO - Epoch [6][4500/7330] lr: 3.000e-02, eta: 2:19:14, time: 0.187, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0568, loss_cls: 0.2412, acc: 92.2073, loss_bbox: 0.2315, loss: 0.5676 2022-10-24 23:33:07,482 - mmdet - INFO - Epoch [6][4550/7330] lr: 3.000e-02, eta: 2:19:05, time: 0.183, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0577, loss_cls: 0.2493, acc: 92.0249, loss_bbox: 0.2355, loss: 0.5791 2022-10-24 23:33:16,295 - mmdet - INFO - Epoch [6][4600/7330] lr: 3.000e-02, eta: 2:18:56, time: 0.176, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0581, loss_cls: 0.2440, acc: 92.2361, loss_bbox: 0.2341, loss: 0.5752 2022-10-24 23:33:25,299 - mmdet - INFO - Epoch [6][4650/7330] lr: 3.000e-02, eta: 2:18:47, time: 0.180, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0583, loss_cls: 0.2452, acc: 92.2019, loss_bbox: 0.2345, loss: 0.5769 2022-10-24 23:33:34,032 - mmdet - INFO - Epoch [6][4700/7330] lr: 3.000e-02, eta: 2:18:38, time: 0.175, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0526, loss_cls: 0.2396, acc: 92.4756, loss_bbox: 0.2201, loss: 0.5495 2022-10-24 23:33:43,455 - mmdet - INFO - Epoch [6][4750/7330] lr: 3.000e-02, eta: 2:18:30, time: 0.188, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0586, loss_cls: 0.2454, acc: 92.2766, loss_bbox: 0.2329, loss: 0.5765 2022-10-24 23:33:52,076 - mmdet - INFO - Epoch [6][4800/7330] lr: 3.000e-02, eta: 2:18:21, time: 0.172, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0540, loss_cls: 0.2420, acc: 92.2009, loss_bbox: 0.2287, loss: 0.5626 2022-10-24 23:34:01,352 - mmdet - INFO - Epoch [6][4850/7330] lr: 3.000e-02, eta: 2:18:12, time: 0.186, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0561, loss_cls: 0.2376, acc: 92.2610, loss_bbox: 0.2304, loss: 0.5603 2022-10-24 23:34:10,173 - mmdet - INFO - Epoch [6][4900/7330] lr: 3.000e-02, eta: 2:18:03, time: 0.176, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0532, loss_cls: 0.2476, acc: 92.1714, loss_bbox: 0.2347, loss: 0.5737 2022-10-24 23:34:19,322 - mmdet - INFO - Epoch [6][4950/7330] lr: 3.000e-02, eta: 2:17:54, time: 0.183, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0573, loss_cls: 0.2548, acc: 91.9524, loss_bbox: 0.2444, loss: 0.5965 2022-10-24 23:34:28,388 - mmdet - INFO - Epoch [6][5000/7330] lr: 3.000e-02, eta: 2:17:46, time: 0.181, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0559, loss_cls: 0.2349, acc: 92.4097, loss_bbox: 0.2262, loss: 0.5568 2022-10-24 23:34:37,357 - mmdet - INFO - Epoch [6][5050/7330] lr: 3.000e-02, eta: 2:17:37, time: 0.179, data_time: 0.040, memory: 4112, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0581, loss_cls: 0.2516, acc: 91.8386, loss_bbox: 0.2433, loss: 0.5932 2022-10-24 23:34:46,384 - mmdet - INFO - Epoch [6][5100/7330] lr: 3.000e-02, eta: 2:17:28, time: 0.181, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0578, loss_cls: 0.2484, acc: 92.1289, loss_bbox: 0.2336, loss: 0.5768 2022-10-24 23:34:55,136 - mmdet - INFO - Epoch [6][5150/7330] lr: 3.000e-02, eta: 2:17:19, time: 0.175, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0534, loss_cls: 0.2437, acc: 92.0828, loss_bbox: 0.2358, loss: 0.5698 2022-10-24 23:35:03,818 - mmdet - INFO - Epoch [6][5200/7330] lr: 3.000e-02, eta: 2:17:10, time: 0.174, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0575, loss_cls: 0.2390, acc: 92.3250, loss_bbox: 0.2319, loss: 0.5661 2022-10-24 23:35:12,931 - mmdet - INFO - Epoch [6][5250/7330] lr: 3.000e-02, eta: 2:17:01, time: 0.182, data_time: 0.038, memory: 4112, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0582, loss_cls: 0.2486, acc: 92.0254, loss_bbox: 0.2314, loss: 0.5806 2022-10-24 23:35:21,544 - mmdet - INFO - Epoch [6][5300/7330] lr: 3.000e-02, eta: 2:16:52, time: 0.172, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0534, loss_cls: 0.2312, acc: 92.4746, loss_bbox: 0.2278, loss: 0.5484 2022-10-24 23:35:30,791 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 23:35:30,792 - mmdet - INFO - Epoch [6][5350/7330] lr: 3.000e-02, eta: 2:16:43, time: 0.185, data_time: 0.038, memory: 4112, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0582, loss_cls: 0.2351, acc: 92.4907, loss_bbox: 0.2251, loss: 0.5575 2022-10-24 23:35:39,828 - mmdet - INFO - Epoch [6][5400/7330] lr: 3.000e-02, eta: 2:16:34, time: 0.181, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0553, loss_cls: 0.2446, acc: 92.2690, loss_bbox: 0.2346, loss: 0.5734 2022-10-24 23:35:48,555 - mmdet - INFO - Epoch [6][5450/7330] lr: 3.000e-02, eta: 2:16:25, time: 0.175, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0543, loss_cls: 0.2337, acc: 92.5908, loss_bbox: 0.2236, loss: 0.5497 2022-10-24 23:35:57,003 - mmdet - INFO - Epoch [6][5500/7330] lr: 3.000e-02, eta: 2:16:16, time: 0.169, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0570, loss_cls: 0.2428, acc: 92.3767, loss_bbox: 0.2259, loss: 0.5636 2022-10-24 23:36:05,874 - mmdet - INFO - Epoch [6][5550/7330] lr: 3.000e-02, eta: 2:16:07, time: 0.177, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0564, loss_cls: 0.2434, acc: 92.3066, loss_bbox: 0.2323, loss: 0.5691 2022-10-24 23:36:14,698 - mmdet - INFO - Epoch [6][5600/7330] lr: 3.000e-02, eta: 2:15:58, time: 0.176, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0592, loss_cls: 0.2384, acc: 92.4211, loss_bbox: 0.2253, loss: 0.5670 2022-10-24 23:36:23,449 - mmdet - INFO - Epoch [6][5650/7330] lr: 3.000e-02, eta: 2:15:48, time: 0.175, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0568, loss_cls: 0.2428, acc: 92.3257, loss_bbox: 0.2268, loss: 0.5648 2022-10-24 23:36:32,406 - mmdet - INFO - Epoch [6][5700/7330] lr: 3.000e-02, eta: 2:15:40, time: 0.179, data_time: 0.036, memory: 4112, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0576, loss_cls: 0.2524, acc: 91.9319, loss_bbox: 0.2349, loss: 0.5829 2022-10-24 23:36:41,410 - mmdet - INFO - Epoch [6][5750/7330] lr: 3.000e-02, eta: 2:15:31, time: 0.180, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0587, loss_cls: 0.2394, acc: 92.2917, loss_bbox: 0.2278, loss: 0.5664 2022-10-24 23:36:50,601 - mmdet - INFO - Epoch [6][5800/7330] lr: 3.000e-02, eta: 2:15:22, time: 0.184, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0590, loss_cls: 0.2453, acc: 92.0420, loss_bbox: 0.2359, loss: 0.5789 2022-10-24 23:36:59,766 - mmdet - INFO - Epoch [6][5850/7330] lr: 3.000e-02, eta: 2:15:13, time: 0.183, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0574, loss_cls: 0.2554, acc: 91.9512, loss_bbox: 0.2348, loss: 0.5870 2022-10-24 23:37:08,445 - mmdet - INFO - Epoch [6][5900/7330] lr: 3.000e-02, eta: 2:15:04, time: 0.174, data_time: 0.029, memory: 4112, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0592, loss_cls: 0.2535, acc: 91.9167, loss_bbox: 0.2381, loss: 0.5906 2022-10-24 23:37:17,356 - mmdet - INFO - Epoch [6][5950/7330] lr: 3.000e-02, eta: 2:14:55, time: 0.178, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0541, loss_cls: 0.2295, acc: 92.8110, loss_bbox: 0.2162, loss: 0.5362 2022-10-24 23:37:26,125 - mmdet - INFO - Epoch [6][6000/7330] lr: 3.000e-02, eta: 2:14:46, time: 0.175, data_time: 0.029, memory: 4112, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0541, loss_cls: 0.2492, acc: 92.1633, loss_bbox: 0.2295, loss: 0.5698 2022-10-24 23:37:35,138 - mmdet - INFO - Epoch [6][6050/7330] lr: 3.000e-02, eta: 2:14:37, time: 0.180, data_time: 0.029, memory: 4112, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0567, loss_cls: 0.2415, acc: 92.1548, loss_bbox: 0.2354, loss: 0.5703 2022-10-24 23:37:44,113 - mmdet - INFO - Epoch [6][6100/7330] lr: 3.000e-02, eta: 2:14:29, time: 0.179, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0564, loss_cls: 0.2436, acc: 92.0056, loss_bbox: 0.2401, loss: 0.5799 2022-10-24 23:37:53,072 - mmdet - INFO - Epoch [6][6150/7330] lr: 3.000e-02, eta: 2:14:20, time: 0.179, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0567, loss_cls: 0.2444, acc: 92.2112, loss_bbox: 0.2316, loss: 0.5695 2022-10-24 23:38:02,084 - mmdet - INFO - Epoch [6][6200/7330] lr: 3.000e-02, eta: 2:14:11, time: 0.180, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0561, loss_cls: 0.2511, acc: 91.9297, loss_bbox: 0.2410, loss: 0.5884 2022-10-24 23:38:11,152 - mmdet - INFO - Epoch [6][6250/7330] lr: 3.000e-02, eta: 2:14:02, time: 0.181, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0576, loss_cls: 0.2402, acc: 92.2236, loss_bbox: 0.2362, loss: 0.5724 2022-10-24 23:38:19,976 - mmdet - INFO - Epoch [6][6300/7330] lr: 3.000e-02, eta: 2:13:53, time: 0.176, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0571, loss_cls: 0.2551, acc: 91.9229, loss_bbox: 0.2391, loss: 0.5887 2022-10-24 23:38:29,351 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 23:38:29,351 - mmdet - INFO - Epoch [6][6350/7330] lr: 3.000e-02, eta: 2:13:45, time: 0.187, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0582, loss_cls: 0.2455, acc: 92.1306, loss_bbox: 0.2364, loss: 0.5820 2022-10-24 23:38:38,459 - mmdet - INFO - Epoch [6][6400/7330] lr: 3.000e-02, eta: 2:13:36, time: 0.182, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0558, loss_cls: 0.2370, acc: 92.4397, loss_bbox: 0.2299, loss: 0.5615 2022-10-24 23:38:47,212 - mmdet - INFO - Epoch [6][6450/7330] lr: 3.000e-02, eta: 2:13:27, time: 0.175, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0546, loss_cls: 0.2303, acc: 92.6533, loss_bbox: 0.2183, loss: 0.5397 2022-10-24 23:38:56,094 - mmdet - INFO - Epoch [6][6500/7330] lr: 3.000e-02, eta: 2:13:18, time: 0.178, data_time: 0.037, memory: 4112, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0545, loss_cls: 0.2431, acc: 92.2290, loss_bbox: 0.2337, loss: 0.5703 2022-10-24 23:39:05,074 - mmdet - INFO - Epoch [6][6550/7330] lr: 3.000e-02, eta: 2:13:09, time: 0.180, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0533, loss_cls: 0.2347, acc: 92.7073, loss_bbox: 0.2188, loss: 0.5432 2022-10-24 23:39:13,809 - mmdet - INFO - Epoch [6][6600/7330] lr: 3.000e-02, eta: 2:13:00, time: 0.175, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0573, loss_cls: 0.2368, acc: 92.4226, loss_bbox: 0.2293, loss: 0.5591 2022-10-24 23:39:22,991 - mmdet - INFO - Epoch [6][6650/7330] lr: 3.000e-02, eta: 2:12:51, time: 0.184, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0593, loss_cls: 0.2498, acc: 91.9739, loss_bbox: 0.2378, loss: 0.5893 2022-10-24 23:39:32,040 - mmdet - INFO - Epoch [6][6700/7330] lr: 3.000e-02, eta: 2:12:42, time: 0.181, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0555, loss_cls: 0.2385, acc: 92.3799, loss_bbox: 0.2296, loss: 0.5653 2022-10-24 23:39:41,045 - mmdet - INFO - Epoch [6][6750/7330] lr: 3.000e-02, eta: 2:12:33, time: 0.180, data_time: 0.045, memory: 4112, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0595, loss_cls: 0.2456, acc: 92.0308, loss_bbox: 0.2378, loss: 0.5829 2022-10-24 23:39:49,838 - mmdet - INFO - Epoch [6][6800/7330] lr: 3.000e-02, eta: 2:12:24, time: 0.176, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0567, loss_cls: 0.2475, acc: 92.1108, loss_bbox: 0.2296, loss: 0.5728 2022-10-24 23:39:58,754 - mmdet - INFO - Epoch [6][6850/7330] lr: 3.000e-02, eta: 2:12:15, time: 0.178, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0562, loss_cls: 0.2362, acc: 92.5300, loss_bbox: 0.2230, loss: 0.5550 2022-10-24 23:40:07,609 - mmdet - INFO - Epoch [6][6900/7330] lr: 3.000e-02, eta: 2:12:06, time: 0.177, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0563, loss_cls: 0.2443, acc: 92.2581, loss_bbox: 0.2320, loss: 0.5743 2022-10-24 23:40:16,485 - mmdet - INFO - Epoch [6][6950/7330] lr: 3.000e-02, eta: 2:11:57, time: 0.177, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0584, loss_cls: 0.2506, acc: 92.0603, loss_bbox: 0.2343, loss: 0.5872 2022-10-24 23:40:25,718 - mmdet - INFO - Epoch [6][7000/7330] lr: 3.000e-02, eta: 2:11:49, time: 0.185, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0584, loss_cls: 0.2521, acc: 91.9563, loss_bbox: 0.2432, loss: 0.5914 2022-10-24 23:40:34,439 - mmdet - INFO - Epoch [6][7050/7330] lr: 3.000e-02, eta: 2:11:40, time: 0.174, data_time: 0.039, memory: 4112, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0564, loss_cls: 0.2470, acc: 92.1694, loss_bbox: 0.2342, loss: 0.5748 2022-10-24 23:40:43,338 - mmdet - INFO - Epoch [6][7100/7330] lr: 3.000e-02, eta: 2:11:31, time: 0.178, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0606, loss_cls: 0.2541, acc: 91.8533, loss_bbox: 0.2444, loss: 0.5993 2022-10-24 23:40:51,923 - mmdet - INFO - Epoch [6][7150/7330] lr: 3.000e-02, eta: 2:11:22, time: 0.172, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0555, loss_cls: 0.2423, acc: 92.3262, loss_bbox: 0.2348, loss: 0.5691 2022-10-24 23:41:01,046 - mmdet - INFO - Epoch [6][7200/7330] lr: 3.000e-02, eta: 2:11:13, time: 0.182, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0590, loss_cls: 0.2480, acc: 92.2009, loss_bbox: 0.2325, loss: 0.5799 2022-10-24 23:41:09,831 - mmdet - INFO - Epoch [6][7250/7330] lr: 3.000e-02, eta: 2:11:04, time: 0.176, data_time: 0.036, memory: 4112, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0542, loss_cls: 0.2407, acc: 92.3120, loss_bbox: 0.2323, loss: 0.5658 2022-10-24 23:41:18,701 - mmdet - INFO - Epoch [6][7300/7330] lr: 3.000e-02, eta: 2:10:55, time: 0.177, data_time: 0.036, memory: 4112, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0549, loss_cls: 0.2455, acc: 92.2419, loss_bbox: 0.2262, loss: 0.5619 2022-10-24 23:41:24,653 - mmdet - INFO - Saving checkpoint at 6 epochs 2022-10-24 23:41:48,938 - mmdet - INFO - Evaluating bbox... 2022-10-24 23:42:20,372 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.303 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.482 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.329 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.171 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.337 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.392 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.456 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.456 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.456 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.257 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.491 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.599 2022-10-24 23:42:20,768 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_faster-rcnn_1x_coco_lr3e-2_wd5e-5_keep-all/best_bbox_mAP_epoch_5.pth was removed 2022-10-24 23:42:21,447 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_6.pth. 2022-10-24 23:42:21,448 - mmdet - INFO - Best bbox_mAP is 0.3030 at 6 epoch. 2022-10-24 23:42:21,448 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-24 23:42:21,448 - mmdet - INFO - Epoch(val) [6][625] bbox_mAP: 0.3030, bbox_mAP_50: 0.4820, bbox_mAP_75: 0.3290, bbox_mAP_s: 0.1710, bbox_mAP_m: 0.3370, bbox_mAP_l: 0.3920, bbox_mAP_copypaste: 0.303 0.482 0.329 0.171 0.337 0.392 2022-10-24 23:42:33,676 - mmdet - INFO - Epoch [7][50/7330] lr: 3.000e-02, eta: 2:10:38, time: 0.244, data_time: 0.092, memory: 4112, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0547, loss_cls: 0.2292, acc: 92.6633, loss_bbox: 0.2228, loss: 0.5402 2022-10-24 23:42:42,829 - mmdet - INFO - Epoch [7][100/7330] lr: 3.000e-02, eta: 2:10:30, time: 0.183, data_time: 0.042, memory: 4112, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0535, loss_cls: 0.2362, acc: 92.5305, loss_bbox: 0.2256, loss: 0.5500 2022-10-24 23:42:52,078 - mmdet - INFO - Epoch [7][150/7330] lr: 3.000e-02, eta: 2:10:21, time: 0.185, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0551, loss_cls: 0.2328, acc: 92.4619, loss_bbox: 0.2296, loss: 0.5517 2022-10-24 23:43:01,452 - mmdet - INFO - Epoch [7][200/7330] lr: 3.000e-02, eta: 2:10:13, time: 0.187, data_time: 0.037, memory: 4112, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0576, loss_cls: 0.2293, acc: 92.5667, loss_bbox: 0.2267, loss: 0.5468 2022-10-24 23:43:10,647 - mmdet - INFO - Epoch [7][250/7330] lr: 3.000e-02, eta: 2:10:04, time: 0.184, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0559, loss_cls: 0.2311, acc: 92.4685, loss_bbox: 0.2304, loss: 0.5519 2022-10-24 23:43:19,608 - mmdet - INFO - Epoch [7][300/7330] lr: 3.000e-02, eta: 2:09:55, time: 0.179, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0559, loss_cls: 0.2430, acc: 92.2754, loss_bbox: 0.2326, loss: 0.5700 2022-10-24 23:43:28,674 - mmdet - INFO - Epoch [7][350/7330] lr: 3.000e-02, eta: 2:09:46, time: 0.181, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0557, loss_cls: 0.2295, acc: 92.6108, loss_bbox: 0.2246, loss: 0.5464 2022-10-24 23:43:37,760 - mmdet - INFO - Epoch [7][400/7330] lr: 3.000e-02, eta: 2:09:38, time: 0.182, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0568, loss_cls: 0.2472, acc: 91.9534, loss_bbox: 0.2368, loss: 0.5753 2022-10-24 23:43:46,847 - mmdet - INFO - Epoch [7][450/7330] lr: 3.000e-02, eta: 2:09:29, time: 0.182, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0560, loss_cls: 0.2392, acc: 92.2222, loss_bbox: 0.2364, loss: 0.5683 2022-10-24 23:43:55,805 - mmdet - INFO - Epoch [7][500/7330] lr: 3.000e-02, eta: 2:09:20, time: 0.179, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0552, loss_cls: 0.2352, acc: 92.3501, loss_bbox: 0.2320, loss: 0.5613 2022-10-24 23:44:04,878 - mmdet - INFO - Epoch [7][550/7330] lr: 3.000e-02, eta: 2:09:11, time: 0.181, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0521, loss_cls: 0.2325, acc: 92.4373, loss_bbox: 0.2240, loss: 0.5407 2022-10-24 23:44:14,380 - mmdet - INFO - Epoch [7][600/7330] lr: 3.000e-02, eta: 2:09:03, time: 0.190, data_time: 0.038, memory: 4112, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0614, loss_cls: 0.2406, acc: 92.0818, loss_bbox: 0.2370, loss: 0.5782 2022-10-24 23:44:23,318 - mmdet - INFO - Epoch [7][650/7330] lr: 3.000e-02, eta: 2:08:54, time: 0.179, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0547, loss_cls: 0.2353, acc: 92.3914, loss_bbox: 0.2255, loss: 0.5517 2022-10-24 23:44:32,275 - mmdet - INFO - Epoch [7][700/7330] lr: 3.000e-02, eta: 2:08:45, time: 0.179, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0572, loss_cls: 0.2398, acc: 92.1174, loss_bbox: 0.2330, loss: 0.5645 2022-10-24 23:44:41,295 - mmdet - INFO - Epoch [7][750/7330] lr: 3.000e-02, eta: 2:08:36, time: 0.180, data_time: 0.028, memory: 4112, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0560, loss_cls: 0.2338, acc: 92.4282, loss_bbox: 0.2313, loss: 0.5561 2022-10-24 23:44:50,377 - mmdet - INFO - Epoch [7][800/7330] lr: 3.000e-02, eta: 2:08:27, time: 0.182, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0546, loss_cls: 0.2336, acc: 92.3794, loss_bbox: 0.2367, loss: 0.5582 2022-10-24 23:44:59,573 - mmdet - INFO - Epoch [7][850/7330] lr: 3.000e-02, eta: 2:08:19, time: 0.184, data_time: 0.029, memory: 4112, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0556, loss_cls: 0.2348, acc: 92.4424, loss_bbox: 0.2250, loss: 0.5521 2022-10-24 23:45:08,438 - mmdet - INFO - Epoch [7][900/7330] lr: 3.000e-02, eta: 2:08:10, time: 0.177, data_time: 0.037, memory: 4112, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0554, loss_cls: 0.2398, acc: 92.3408, loss_bbox: 0.2294, loss: 0.5622 2022-10-24 23:45:17,294 - mmdet - INFO - Epoch [7][950/7330] lr: 3.000e-02, eta: 2:08:01, time: 0.177, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0556, loss_cls: 0.2370, acc: 92.3562, loss_bbox: 0.2328, loss: 0.5616 2022-10-24 23:45:26,499 - mmdet - INFO - Epoch [7][1000/7330] lr: 3.000e-02, eta: 2:07:52, time: 0.184, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0592, loss_cls: 0.2514, acc: 91.7935, loss_bbox: 0.2446, loss: 0.5931 2022-10-24 23:45:35,741 - mmdet - INFO - Epoch [7][1050/7330] lr: 3.000e-02, eta: 2:07:43, time: 0.185, data_time: 0.036, memory: 4112, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0573, loss_cls: 0.2455, acc: 91.9036, loss_bbox: 0.2387, loss: 0.5797 2022-10-24 23:45:45,197 - mmdet - INFO - Epoch [7][1100/7330] lr: 3.000e-02, eta: 2:07:35, time: 0.189, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0585, loss_cls: 0.2435, acc: 92.1501, loss_bbox: 0.2340, loss: 0.5730 2022-10-24 23:45:54,238 - mmdet - INFO - Epoch [7][1150/7330] lr: 3.000e-02, eta: 2:07:26, time: 0.181, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0552, loss_cls: 0.2358, acc: 92.3604, loss_bbox: 0.2296, loss: 0.5563 2022-10-24 23:46:03,430 - mmdet - INFO - Epoch [7][1200/7330] lr: 3.000e-02, eta: 2:07:18, time: 0.184, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0540, loss_cls: 0.2356, acc: 92.3459, loss_bbox: 0.2309, loss: 0.5555 2022-10-24 23:46:12,225 - mmdet - INFO - Epoch [7][1250/7330] lr: 3.000e-02, eta: 2:07:08, time: 0.176, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0591, loss_cls: 0.2449, acc: 91.9744, loss_bbox: 0.2425, loss: 0.5816 2022-10-24 23:46:21,415 - mmdet - INFO - Epoch [7][1300/7330] lr: 3.000e-02, eta: 2:07:00, time: 0.184, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0555, loss_cls: 0.2393, acc: 92.4009, loss_bbox: 0.2342, loss: 0.5665 2022-10-24 23:46:30,389 - mmdet - INFO - Epoch [7][1350/7330] lr: 3.000e-02, eta: 2:06:51, time: 0.179, data_time: 0.039, memory: 4112, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0556, loss_cls: 0.2374, acc: 92.4812, loss_bbox: 0.2254, loss: 0.5590 2022-10-24 23:46:39,518 - mmdet - INFO - Epoch [7][1400/7330] lr: 3.000e-02, eta: 2:06:42, time: 0.183, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0571, loss_cls: 0.2464, acc: 92.0803, loss_bbox: 0.2343, loss: 0.5763 2022-10-24 23:46:48,558 - mmdet - INFO - Epoch [7][1450/7330] lr: 3.000e-02, eta: 2:06:33, time: 0.181, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0595, loss_cls: 0.2370, acc: 92.3716, loss_bbox: 0.2300, loss: 0.5654 2022-10-24 23:46:57,705 - mmdet - INFO - Epoch [7][1500/7330] lr: 3.000e-02, eta: 2:06:25, time: 0.183, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0600, loss_cls: 0.2416, acc: 92.0210, loss_bbox: 0.2365, loss: 0.5723 2022-10-24 23:47:07,175 - mmdet - INFO - Epoch [7][1550/7330] lr: 3.000e-02, eta: 2:06:16, time: 0.189, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0533, loss_cls: 0.2406, acc: 92.2124, loss_bbox: 0.2301, loss: 0.5606 2022-10-24 23:47:16,067 - mmdet - INFO - Epoch [7][1600/7330] lr: 3.000e-02, eta: 2:06:07, time: 0.178, data_time: 0.037, memory: 4112, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0564, loss_cls: 0.2491, acc: 91.9434, loss_bbox: 0.2447, loss: 0.5881 2022-10-24 23:47:25,153 - mmdet - INFO - Epoch [7][1650/7330] lr: 3.000e-02, eta: 2:05:58, time: 0.182, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0587, loss_cls: 0.2459, acc: 92.0874, loss_bbox: 0.2325, loss: 0.5745 2022-10-24 23:47:33,996 - mmdet - INFO - Epoch [7][1700/7330] lr: 3.000e-02, eta: 2:05:49, time: 0.177, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0550, loss_cls: 0.2394, acc: 92.2939, loss_bbox: 0.2300, loss: 0.5594 2022-10-24 23:47:43,050 - mmdet - INFO - Epoch [7][1750/7330] lr: 3.000e-02, eta: 2:05:41, time: 0.181, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0579, loss_cls: 0.2413, acc: 92.2620, loss_bbox: 0.2333, loss: 0.5683 2022-10-24 23:47:52,213 - mmdet - INFO - Epoch [7][1800/7330] lr: 3.000e-02, eta: 2:05:32, time: 0.183, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0574, loss_cls: 0.2331, acc: 92.4121, loss_bbox: 0.2319, loss: 0.5590 2022-10-24 23:48:01,359 - mmdet - INFO - Epoch [7][1850/7330] lr: 3.000e-02, eta: 2:05:23, time: 0.183, data_time: 0.039, memory: 4112, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0557, loss_cls: 0.2374, acc: 92.1833, loss_bbox: 0.2267, loss: 0.5567 2022-10-24 23:48:10,295 - mmdet - INFO - Epoch [7][1900/7330] lr: 3.000e-02, eta: 2:05:14, time: 0.179, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0559, loss_cls: 0.2341, acc: 92.3621, loss_bbox: 0.2348, loss: 0.5632 2022-10-24 23:48:19,474 - mmdet - INFO - Epoch [7][1950/7330] lr: 3.000e-02, eta: 2:05:06, time: 0.184, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0604, loss_cls: 0.2447, acc: 91.9663, loss_bbox: 0.2433, loss: 0.5878 2022-10-24 23:48:28,234 - mmdet - INFO - Epoch [7][2000/7330] lr: 3.000e-02, eta: 2:04:56, time: 0.175, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0565, loss_cls: 0.2342, acc: 92.4829, loss_bbox: 0.2270, loss: 0.5544 2022-10-24 23:48:37,532 - mmdet - INFO - Epoch [7][2050/7330] lr: 3.000e-02, eta: 2:04:48, time: 0.186, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0598, loss_cls: 0.2354, acc: 92.3757, loss_bbox: 0.2343, loss: 0.5681 2022-10-24 23:48:46,722 - mmdet - INFO - Epoch [7][2100/7330] lr: 3.000e-02, eta: 2:04:39, time: 0.184, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0580, loss_cls: 0.2528, acc: 91.8782, loss_bbox: 0.2404, loss: 0.5910 2022-10-24 23:48:55,635 - mmdet - INFO - Epoch [7][2150/7330] lr: 3.000e-02, eta: 2:04:30, time: 0.178, data_time: 0.038, memory: 4112, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0578, loss_cls: 0.2487, acc: 92.0508, loss_bbox: 0.2335, loss: 0.5785 2022-10-24 23:49:04,869 - mmdet - INFO - Epoch [7][2200/7330] lr: 3.000e-02, eta: 2:04:22, time: 0.185, data_time: 0.029, memory: 4112, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0558, loss_cls: 0.2368, acc: 92.3701, loss_bbox: 0.2338, loss: 0.5643 2022-10-24 23:49:13,791 - mmdet - INFO - Epoch [7][2250/7330] lr: 3.000e-02, eta: 2:04:13, time: 0.178, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0578, loss_cls: 0.2459, acc: 91.9954, loss_bbox: 0.2358, loss: 0.5763 2022-10-24 23:49:23,078 - mmdet - INFO - Epoch [7][2300/7330] lr: 3.000e-02, eta: 2:04:04, time: 0.186, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0576, loss_cls: 0.2439, acc: 92.1697, loss_bbox: 0.2365, loss: 0.5770 2022-10-24 23:49:32,243 - mmdet - INFO - Epoch [7][2350/7330] lr: 3.000e-02, eta: 2:03:55, time: 0.183, data_time: 0.038, memory: 4112, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0570, loss_cls: 0.2466, acc: 92.0781, loss_bbox: 0.2415, loss: 0.5823 2022-10-24 23:49:41,409 - mmdet - INFO - Epoch [7][2400/7330] lr: 3.000e-02, eta: 2:03:47, time: 0.183, data_time: 0.037, memory: 4112, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0585, loss_cls: 0.2395, acc: 92.2488, loss_bbox: 0.2398, loss: 0.5742 2022-10-24 23:49:50,273 - mmdet - INFO - Epoch [7][2450/7330] lr: 3.000e-02, eta: 2:03:38, time: 0.177, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0524, loss_cls: 0.2353, acc: 92.4285, loss_bbox: 0.2235, loss: 0.5459 2022-10-24 23:49:59,419 - mmdet - INFO - Epoch [7][2500/7330] lr: 3.000e-02, eta: 2:03:29, time: 0.183, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0539, loss_cls: 0.2412, acc: 92.1548, loss_bbox: 0.2296, loss: 0.5623 2022-10-24 23:50:08,325 - mmdet - INFO - Epoch [7][2550/7330] lr: 3.000e-02, eta: 2:03:20, time: 0.178, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0571, loss_cls: 0.2483, acc: 92.1638, loss_bbox: 0.2304, loss: 0.5726 2022-10-24 23:50:17,398 - mmdet - INFO - Epoch [7][2600/7330] lr: 3.000e-02, eta: 2:03:11, time: 0.181, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0581, loss_cls: 0.2475, acc: 92.1951, loss_bbox: 0.2413, loss: 0.5847 2022-10-24 23:50:26,490 - mmdet - INFO - Epoch [7][2650/7330] lr: 3.000e-02, eta: 2:03:02, time: 0.182, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0541, loss_cls: 0.2347, acc: 92.5205, loss_bbox: 0.2240, loss: 0.5509 2022-10-24 23:50:35,741 - mmdet - INFO - Epoch [7][2700/7330] lr: 3.000e-02, eta: 2:02:54, time: 0.185, data_time: 0.036, memory: 4112, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0555, loss_cls: 0.2343, acc: 92.3464, loss_bbox: 0.2326, loss: 0.5584 2022-10-24 23:50:44,974 - mmdet - INFO - Epoch [7][2750/7330] lr: 3.000e-02, eta: 2:02:45, time: 0.185, data_time: 0.029, memory: 4112, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0559, loss_cls: 0.2428, acc: 92.2292, loss_bbox: 0.2333, loss: 0.5685 2022-10-24 23:50:54,008 - mmdet - INFO - Epoch [7][2800/7330] lr: 3.000e-02, eta: 2:02:36, time: 0.181, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0585, loss_cls: 0.2421, acc: 92.3628, loss_bbox: 0.2232, loss: 0.5611 2022-10-24 23:51:02,785 - mmdet - INFO - Epoch [7][2850/7330] lr: 3.000e-02, eta: 2:02:27, time: 0.176, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0529, loss_cls: 0.2271, acc: 92.6655, loss_bbox: 0.2192, loss: 0.5353 2022-10-24 23:51:11,552 - mmdet - INFO - Epoch [7][2900/7330] lr: 3.000e-02, eta: 2:02:18, time: 0.175, data_time: 0.028, memory: 4112, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0574, loss_cls: 0.2362, acc: 92.4209, loss_bbox: 0.2292, loss: 0.5565 2022-10-24 23:51:20,574 - mmdet - INFO - Epoch [7][2950/7330] lr: 3.000e-02, eta: 2:02:09, time: 0.180, data_time: 0.028, memory: 4112, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0558, loss_cls: 0.2280, acc: 92.7068, loss_bbox: 0.2183, loss: 0.5364 2022-10-24 23:51:29,472 - mmdet - INFO - Epoch [7][3000/7330] lr: 3.000e-02, eta: 2:02:00, time: 0.178, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0575, loss_cls: 0.2432, acc: 92.1262, loss_bbox: 0.2346, loss: 0.5720 2022-10-24 23:51:38,166 - mmdet - INFO - Epoch [7][3050/7330] lr: 3.000e-02, eta: 2:01:51, time: 0.174, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0547, loss_cls: 0.2313, acc: 92.6814, loss_bbox: 0.2216, loss: 0.5444 2022-10-24 23:51:47,091 - mmdet - INFO - Epoch [7][3100/7330] lr: 3.000e-02, eta: 2:01:42, time: 0.179, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0529, loss_cls: 0.2288, acc: 92.6194, loss_bbox: 0.2242, loss: 0.5409 2022-10-24 23:51:55,610 - mmdet - INFO - Epoch [7][3150/7330] lr: 3.000e-02, eta: 2:01:33, time: 0.170, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0553, loss_cls: 0.2358, acc: 92.4712, loss_bbox: 0.2263, loss: 0.5522 2022-10-24 23:52:04,402 - mmdet - INFO - Epoch [7][3200/7330] lr: 3.000e-02, eta: 2:01:24, time: 0.176, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0525, loss_cls: 0.2344, acc: 92.6299, loss_bbox: 0.2178, loss: 0.5443 2022-10-24 23:52:13,622 - mmdet - INFO - Epoch [7][3250/7330] lr: 3.000e-02, eta: 2:01:15, time: 0.184, data_time: 0.038, memory: 4112, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0566, loss_cls: 0.2369, acc: 92.3718, loss_bbox: 0.2341, loss: 0.5646 2022-10-24 23:52:22,624 - mmdet - INFO - Epoch [7][3300/7330] lr: 3.000e-02, eta: 2:01:06, time: 0.180, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0552, loss_cls: 0.2288, acc: 92.5808, loss_bbox: 0.2270, loss: 0.5478 2022-10-24 23:52:31,600 - mmdet - INFO - Epoch [7][3350/7330] lr: 3.000e-02, eta: 2:00:57, time: 0.180, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0546, loss_cls: 0.2456, acc: 92.1882, loss_bbox: 0.2340, loss: 0.5723 2022-10-24 23:52:40,394 - mmdet - INFO - Epoch [7][3400/7330] lr: 3.000e-02, eta: 2:00:48, time: 0.176, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0537, loss_cls: 0.2333, acc: 92.4858, loss_bbox: 0.2229, loss: 0.5445 2022-10-24 23:52:49,112 - mmdet - INFO - Epoch [7][3450/7330] lr: 3.000e-02, eta: 2:00:39, time: 0.174, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0569, loss_cls: 0.2301, acc: 92.6350, loss_bbox: 0.2244, loss: 0.5478 2022-10-24 23:52:57,748 - mmdet - INFO - Epoch [7][3500/7330] lr: 3.000e-02, eta: 2:00:30, time: 0.173, data_time: 0.028, memory: 4112, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0541, loss_cls: 0.2404, acc: 92.3135, loss_bbox: 0.2299, loss: 0.5599 2022-10-24 23:53:07,094 - mmdet - INFO - Epoch [7][3550/7330] lr: 3.000e-02, eta: 2:00:21, time: 0.187, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0568, loss_cls: 0.2393, acc: 92.0657, loss_bbox: 0.2335, loss: 0.5667 2022-10-24 23:53:15,965 - mmdet - INFO - Epoch [7][3600/7330] lr: 3.000e-02, eta: 2:00:12, time: 0.177, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0550, loss_cls: 0.2350, acc: 92.4172, loss_bbox: 0.2260, loss: 0.5533 2022-10-24 23:53:24,641 - mmdet - INFO - Epoch [7][3650/7330] lr: 3.000e-02, eta: 2:00:03, time: 0.174, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0584, loss_cls: 0.2383, acc: 92.1758, loss_bbox: 0.2273, loss: 0.5605 2022-10-24 23:53:33,470 - mmdet - INFO - Epoch [7][3700/7330] lr: 3.000e-02, eta: 1:59:54, time: 0.177, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0543, loss_cls: 0.2449, acc: 92.1816, loss_bbox: 0.2360, loss: 0.5704 2022-10-24 23:53:42,203 - mmdet - INFO - Epoch [7][3750/7330] lr: 3.000e-02, eta: 1:59:45, time: 0.175, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0566, loss_cls: 0.2382, acc: 92.5366, loss_bbox: 0.2221, loss: 0.5531 2022-10-24 23:53:51,079 - mmdet - INFO - Epoch [7][3800/7330] lr: 3.000e-02, eta: 1:59:36, time: 0.178, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0537, loss_cls: 0.2440, acc: 92.3083, loss_bbox: 0.2279, loss: 0.5645 2022-10-24 23:54:00,260 - mmdet - INFO - Epoch [7][3850/7330] lr: 3.000e-02, eta: 1:59:27, time: 0.184, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0597, loss_cls: 0.2447, acc: 91.9583, loss_bbox: 0.2392, loss: 0.5818 2022-10-24 23:54:09,069 - mmdet - INFO - Epoch [7][3900/7330] lr: 3.000e-02, eta: 1:59:18, time: 0.176, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0518, loss_cls: 0.2351, acc: 92.4106, loss_bbox: 0.2188, loss: 0.5428 2022-10-24 23:54:18,063 - mmdet - INFO - Epoch [7][3950/7330] lr: 3.000e-02, eta: 1:59:10, time: 0.180, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0562, loss_cls: 0.2409, acc: 92.2966, loss_bbox: 0.2283, loss: 0.5622 2022-10-24 23:54:27,455 - mmdet - INFO - Epoch [7][4000/7330] lr: 3.000e-02, eta: 1:59:01, time: 0.188, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0604, loss_cls: 0.2495, acc: 91.9841, loss_bbox: 0.2383, loss: 0.5900 2022-10-24 23:54:36,416 - mmdet - INFO - Epoch [7][4050/7330] lr: 3.000e-02, eta: 1:58:52, time: 0.179, data_time: 0.037, memory: 4112, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0589, loss_cls: 0.2506, acc: 92.1213, loss_bbox: 0.2350, loss: 0.5858 2022-10-24 23:54:45,479 - mmdet - INFO - Epoch [7][4100/7330] lr: 3.000e-02, eta: 1:58:43, time: 0.181, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0585, loss_cls: 0.2437, acc: 92.1589, loss_bbox: 0.2360, loss: 0.5760 2022-10-24 23:54:54,810 - mmdet - INFO - Epoch [7][4150/7330] lr: 3.000e-02, eta: 1:58:35, time: 0.187, data_time: 0.037, memory: 4112, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0581, loss_cls: 0.2446, acc: 92.0234, loss_bbox: 0.2397, loss: 0.5819 2022-10-24 23:55:03,610 - mmdet - INFO - Epoch [7][4200/7330] lr: 3.000e-02, eta: 1:58:26, time: 0.176, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0533, loss_cls: 0.2338, acc: 92.5293, loss_bbox: 0.2242, loss: 0.5478 2022-10-24 23:55:12,769 - mmdet - INFO - Epoch [7][4250/7330] lr: 3.000e-02, eta: 1:58:17, time: 0.183, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0622, loss_cls: 0.2570, acc: 91.7656, loss_bbox: 0.2445, loss: 0.6028 2022-10-24 23:55:21,951 - mmdet - INFO - Epoch [7][4300/7330] lr: 3.000e-02, eta: 1:58:08, time: 0.184, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0555, loss_cls: 0.2393, acc: 92.4070, loss_bbox: 0.2298, loss: 0.5620 2022-10-24 23:55:30,968 - mmdet - INFO - Epoch [7][4350/7330] lr: 3.000e-02, eta: 1:57:59, time: 0.180, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0553, loss_cls: 0.2286, acc: 92.6667, loss_bbox: 0.2188, loss: 0.5391 2022-10-24 23:55:39,716 - mmdet - INFO - Epoch [7][4400/7330] lr: 3.000e-02, eta: 1:57:50, time: 0.175, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0524, loss_cls: 0.2385, acc: 92.4065, loss_bbox: 0.2197, loss: 0.5466 2022-10-24 23:55:48,586 - mmdet - INFO - Epoch [7][4450/7330] lr: 3.000e-02, eta: 1:57:41, time: 0.177, data_time: 0.029, memory: 4112, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0559, loss_cls: 0.2337, acc: 92.4971, loss_bbox: 0.2252, loss: 0.5517 2022-10-24 23:55:57,449 - mmdet - INFO - Epoch [7][4500/7330] lr: 3.000e-02, eta: 1:57:32, time: 0.177, data_time: 0.028, memory: 4112, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0566, loss_cls: 0.2395, acc: 92.3049, loss_bbox: 0.2315, loss: 0.5659 2022-10-24 23:56:06,442 - mmdet - INFO - Epoch [7][4550/7330] lr: 3.000e-02, eta: 1:57:23, time: 0.180, data_time: 0.036, memory: 4112, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0553, loss_cls: 0.2461, acc: 92.0842, loss_bbox: 0.2347, loss: 0.5716 2022-10-24 23:56:15,466 - mmdet - INFO - Epoch [7][4600/7330] lr: 3.000e-02, eta: 1:57:14, time: 0.180, data_time: 0.028, memory: 4112, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0550, loss_cls: 0.2369, acc: 92.3208, loss_bbox: 0.2335, loss: 0.5630 2022-10-24 23:56:24,733 - mmdet - INFO - Epoch [7][4650/7330] lr: 3.000e-02, eta: 1:57:06, time: 0.185, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0568, loss_cls: 0.2385, acc: 92.3369, loss_bbox: 0.2322, loss: 0.5635 2022-10-24 23:56:33,416 - mmdet - INFO - Epoch [7][4700/7330] lr: 3.000e-02, eta: 1:56:57, time: 0.174, data_time: 0.038, memory: 4112, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0561, loss_cls: 0.2441, acc: 92.2698, loss_bbox: 0.2383, loss: 0.5771 2022-10-24 23:56:42,260 - mmdet - INFO - Epoch [7][4750/7330] lr: 3.000e-02, eta: 1:56:48, time: 0.177, data_time: 0.026, memory: 4112, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0547, loss_cls: 0.2377, acc: 92.4729, loss_bbox: 0.2275, loss: 0.5550 2022-10-24 23:56:51,459 - mmdet - INFO - Epoch [7][4800/7330] lr: 3.000e-02, eta: 1:56:39, time: 0.184, data_time: 0.028, memory: 4112, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0610, loss_cls: 0.2491, acc: 92.2400, loss_bbox: 0.2283, loss: 0.5770 2022-10-24 23:57:00,267 - mmdet - INFO - Epoch [7][4850/7330] lr: 3.000e-02, eta: 1:56:30, time: 0.176, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0533, loss_cls: 0.2301, acc: 92.6865, loss_bbox: 0.2168, loss: 0.5377 2022-10-24 23:57:09,386 - mmdet - INFO - Epoch [7][4900/7330] lr: 3.000e-02, eta: 1:56:21, time: 0.182, data_time: 0.037, memory: 4112, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0560, loss_cls: 0.2398, acc: 92.3184, loss_bbox: 0.2264, loss: 0.5580 2022-10-24 23:57:18,281 - mmdet - INFO - Epoch [7][4950/7330] lr: 3.000e-02, eta: 1:56:12, time: 0.178, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0544, loss_cls: 0.2404, acc: 92.2693, loss_bbox: 0.2318, loss: 0.5636 2022-10-24 23:57:27,243 - mmdet - INFO - Epoch [7][5000/7330] lr: 3.000e-02, eta: 1:56:03, time: 0.179, data_time: 0.037, memory: 4112, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0584, loss_cls: 0.2372, acc: 92.3369, loss_bbox: 0.2274, loss: 0.5623 2022-10-24 23:57:36,067 - mmdet - INFO - Epoch [7][5050/7330] lr: 3.000e-02, eta: 1:55:54, time: 0.176, data_time: 0.026, memory: 4112, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0544, loss_cls: 0.2363, acc: 92.3289, loss_bbox: 0.2254, loss: 0.5505 2022-10-24 23:57:45,020 - mmdet - INFO - Epoch [7][5100/7330] lr: 3.000e-02, eta: 1:55:45, time: 0.179, data_time: 0.038, memory: 4112, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0569, loss_cls: 0.2370, acc: 92.2681, loss_bbox: 0.2307, loss: 0.5613 2022-10-24 23:57:54,004 - mmdet - INFO - Epoch [7][5150/7330] lr: 3.000e-02, eta: 1:55:36, time: 0.180, data_time: 0.036, memory: 4112, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0587, loss_cls: 0.2424, acc: 92.2717, loss_bbox: 0.2316, loss: 0.5700 2022-10-24 23:58:03,049 - mmdet - INFO - Epoch [7][5200/7330] lr: 3.000e-02, eta: 1:55:28, time: 0.181, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0565, loss_cls: 0.2467, acc: 92.1519, loss_bbox: 0.2336, loss: 0.5769 2022-10-24 23:58:11,968 - mmdet - INFO - Epoch [7][5250/7330] lr: 3.000e-02, eta: 1:55:19, time: 0.178, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0561, loss_cls: 0.2432, acc: 92.1982, loss_bbox: 0.2305, loss: 0.5717 2022-10-24 23:58:21,022 - mmdet - INFO - Epoch [7][5300/7330] lr: 3.000e-02, eta: 1:55:10, time: 0.181, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0552, loss_cls: 0.2436, acc: 92.1729, loss_bbox: 0.2299, loss: 0.5687 2022-10-24 23:58:30,111 - mmdet - INFO - Epoch [7][5350/7330] lr: 3.000e-02, eta: 1:55:01, time: 0.182, data_time: 0.027, memory: 4112, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0514, loss_cls: 0.2329, acc: 92.3057, loss_bbox: 0.2317, loss: 0.5508 2022-10-24 23:58:39,185 - mmdet - INFO - Epoch [7][5400/7330] lr: 3.000e-02, eta: 1:54:52, time: 0.181, data_time: 0.037, memory: 4112, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0582, loss_cls: 0.2486, acc: 91.9180, loss_bbox: 0.2356, loss: 0.5806 2022-10-24 23:58:48,485 - mmdet - INFO - Epoch [7][5450/7330] lr: 3.000e-02, eta: 1:54:44, time: 0.186, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0596, loss_cls: 0.2547, acc: 91.8347, loss_bbox: 0.2426, loss: 0.5965 2022-10-24 23:58:57,429 - mmdet - INFO - Epoch [7][5500/7330] lr: 3.000e-02, eta: 1:54:35, time: 0.179, data_time: 0.034, memory: 4112, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0541, loss_cls: 0.2306, acc: 92.6282, loss_bbox: 0.2220, loss: 0.5422 2022-10-24 23:59:06,396 - mmdet - INFO - Epoch [7][5550/7330] lr: 3.000e-02, eta: 1:54:26, time: 0.179, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0566, loss_cls: 0.2462, acc: 92.0103, loss_bbox: 0.2363, loss: 0.5771 2022-10-24 23:59:15,157 - mmdet - INFO - Epoch [7][5600/7330] lr: 3.000e-02, eta: 1:54:17, time: 0.175, data_time: 0.033, memory: 4112, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0561, loss_cls: 0.2429, acc: 92.3074, loss_bbox: 0.2273, loss: 0.5642 2022-10-24 23:59:23,859 - mmdet - INFO - Epoch [7][5650/7330] lr: 3.000e-02, eta: 1:54:08, time: 0.174, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0566, loss_cls: 0.2401, acc: 92.3936, loss_bbox: 0.2208, loss: 0.5555 2022-10-24 23:59:32,575 - mmdet - INFO - Epoch [7][5700/7330] lr: 3.000e-02, eta: 1:53:58, time: 0.174, data_time: 0.031, memory: 4112, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0577, loss_cls: 0.2403, acc: 92.3752, loss_bbox: 0.2278, loss: 0.5646 2022-10-24 23:59:41,614 - mmdet - INFO - Epoch [7][5750/7330] lr: 3.000e-02, eta: 1:53:50, time: 0.181, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0528, loss_cls: 0.2255, acc: 92.6855, loss_bbox: 0.2165, loss: 0.5281 2022-10-24 23:59:50,550 - mmdet - INFO - Epoch [7][5800/7330] lr: 3.000e-02, eta: 1:53:41, time: 0.179, data_time: 0.029, memory: 4112, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0578, loss_cls: 0.2428, acc: 92.1570, loss_bbox: 0.2326, loss: 0.5703 2022-10-24 23:59:59,470 - mmdet - INFO - Epoch [7][5850/7330] lr: 3.000e-02, eta: 1:53:32, time: 0.178, data_time: 0.028, memory: 4112, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0538, loss_cls: 0.2378, acc: 92.3860, loss_bbox: 0.2271, loss: 0.5535 2022-10-25 00:00:08,806 - mmdet - INFO - Epoch [7][5900/7330] lr: 3.000e-02, eta: 1:53:23, time: 0.187, data_time: 0.030, memory: 4112, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0567, loss_cls: 0.2464, acc: 92.0229, loss_bbox: 0.2383, loss: 0.5800 2022-10-25 00:00:17,708 - mmdet - INFO - Epoch [7][5950/7330] lr: 3.000e-02, eta: 1:53:14, time: 0.178, data_time: 0.036, memory: 4112, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0570, loss_cls: 0.2412, acc: 92.2705, loss_bbox: 0.2324, loss: 0.5681 2022-10-25 00:00:26,722 - mmdet - INFO - Epoch [7][6000/7330] lr: 3.000e-02, eta: 1:53:05, time: 0.180, data_time: 0.027, memory: 4112, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0536, loss_cls: 0.2285, acc: 92.6953, loss_bbox: 0.2193, loss: 0.5379 2022-10-25 00:00:35,831 - mmdet - INFO - Epoch [7][6050/7330] lr: 3.000e-02, eta: 1:52:56, time: 0.182, data_time: 0.035, memory: 4112, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0550, loss_cls: 0.2395, acc: 92.3518, loss_bbox: 0.2278, loss: 0.5615 2022-10-25 00:00:44,693 - mmdet - INFO - Epoch [7][6100/7330] lr: 3.000e-02, eta: 1:52:47, time: 0.177, data_time: 0.028, memory: 4112, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0557, loss_cls: 0.2373, acc: 92.3875, loss_bbox: 0.2321, loss: 0.5607 2022-10-25 00:00:53,712 - mmdet - INFO - Epoch [7][6150/7330] lr: 3.000e-02, eta: 1:52:39, time: 0.180, data_time: 0.036, memory: 4112, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0561, loss_cls: 0.2453, acc: 92.1648, loss_bbox: 0.2335, loss: 0.5752 2022-10-25 00:01:02,991 - mmdet - INFO - Epoch [7][6200/7330] lr: 3.000e-02, eta: 1:52:30, time: 0.186, data_time: 0.032, memory: 4112, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0583, loss_cls: 0.2436, acc: 92.3403, loss_bbox: 0.2305, loss: 0.5725 2022-10-25 00:01:11,967 - mmdet - INFO - Epoch [7][6250/7330] lr: 3.000e-02, eta: 1:52:21, time: 0.180, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0576, loss_cls: 0.2498, acc: 92.1223, loss_bbox: 0.2386, loss: 0.5843 2022-10-25 00:01:21,101 - mmdet - INFO - Epoch [7][6300/7330] lr: 3.000e-02, eta: 1:52:12, time: 0.183, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0596, loss_cls: 0.2412, acc: 92.2771, loss_bbox: 0.2314, loss: 0.5728 2022-10-25 00:01:30,205 - mmdet - INFO - Epoch [7][6350/7330] lr: 3.000e-02, eta: 1:52:03, time: 0.182, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0567, loss_cls: 0.2402, acc: 92.3960, loss_bbox: 0.2265, loss: 0.5634 2022-10-25 00:01:38,997 - mmdet - INFO - Epoch [7][6400/7330] lr: 3.000e-02, eta: 1:51:54, time: 0.176, data_time: 0.028, memory: 4157, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0583, loss_cls: 0.2384, acc: 92.4360, loss_bbox: 0.2253, loss: 0.5591 2022-10-25 00:01:47,884 - mmdet - INFO - Epoch [7][6450/7330] lr: 3.000e-02, eta: 1:51:45, time: 0.178, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0540, loss_cls: 0.2427, acc: 92.2078, loss_bbox: 0.2361, loss: 0.5704 2022-10-25 00:01:56,958 - mmdet - INFO - Epoch [7][6500/7330] lr: 3.000e-02, eta: 1:51:37, time: 0.182, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0573, loss_cls: 0.2376, acc: 92.3716, loss_bbox: 0.2303, loss: 0.5629 2022-10-25 00:02:05,623 - mmdet - INFO - Epoch [7][6550/7330] lr: 3.000e-02, eta: 1:51:27, time: 0.173, data_time: 0.026, memory: 4157, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0492, loss_cls: 0.2297, acc: 92.6135, loss_bbox: 0.2183, loss: 0.5317 2022-10-25 00:02:14,516 - mmdet - INFO - Epoch [7][6600/7330] lr: 3.000e-02, eta: 1:51:18, time: 0.178, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0559, loss_cls: 0.2436, acc: 92.2332, loss_bbox: 0.2335, loss: 0.5699 2022-10-25 00:02:23,403 - mmdet - INFO - Epoch [7][6650/7330] lr: 3.000e-02, eta: 1:51:10, time: 0.178, data_time: 0.028, memory: 4157, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0534, loss_cls: 0.2289, acc: 92.5635, loss_bbox: 0.2271, loss: 0.5455 2022-10-25 00:02:32,003 - mmdet - INFO - Epoch [7][6700/7330] lr: 3.000e-02, eta: 1:51:00, time: 0.172, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0537, loss_cls: 0.2411, acc: 92.3530, loss_bbox: 0.2284, loss: 0.5588 2022-10-25 00:02:40,974 - mmdet - INFO - Epoch [7][6750/7330] lr: 3.000e-02, eta: 1:50:51, time: 0.179, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0574, loss_cls: 0.2453, acc: 92.1033, loss_bbox: 0.2372, loss: 0.5786 2022-10-25 00:02:49,679 - mmdet - INFO - Epoch [7][6800/7330] lr: 3.000e-02, eta: 1:50:42, time: 0.174, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0515, loss_cls: 0.2417, acc: 92.2625, loss_bbox: 0.2275, loss: 0.5538 2022-10-25 00:02:58,361 - mmdet - INFO - Epoch [7][6850/7330] lr: 3.000e-02, eta: 1:50:33, time: 0.174, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0510, loss_cls: 0.2246, acc: 92.8335, loss_bbox: 0.2142, loss: 0.5229 2022-10-25 00:03:07,680 - mmdet - INFO - Epoch [7][6900/7330] lr: 3.000e-02, eta: 1:50:25, time: 0.186, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0607, loss_cls: 0.2489, acc: 91.9031, loss_bbox: 0.2397, loss: 0.5929 2022-10-25 00:03:16,613 - mmdet - INFO - Epoch [7][6950/7330] lr: 3.000e-02, eta: 1:50:16, time: 0.179, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0551, loss_cls: 0.2400, acc: 92.4124, loss_bbox: 0.2171, loss: 0.5535 2022-10-25 00:03:25,728 - mmdet - INFO - Epoch [7][7000/7330] lr: 3.000e-02, eta: 1:50:07, time: 0.182, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0576, loss_cls: 0.2434, acc: 92.2043, loss_bbox: 0.2329, loss: 0.5741 2022-10-25 00:03:34,780 - mmdet - INFO - Epoch [7][7050/7330] lr: 3.000e-02, eta: 1:49:58, time: 0.181, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0549, loss_cls: 0.2453, acc: 92.2178, loss_bbox: 0.2274, loss: 0.5641 2022-10-25 00:03:43,605 - mmdet - INFO - Epoch [7][7100/7330] lr: 3.000e-02, eta: 1:49:49, time: 0.176, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0529, loss_cls: 0.2290, acc: 92.7180, loss_bbox: 0.2177, loss: 0.5355 2022-10-25 00:03:52,642 - mmdet - INFO - Epoch [7][7150/7330] lr: 3.000e-02, eta: 1:49:40, time: 0.181, data_time: 0.039, memory: 4157, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0559, loss_cls: 0.2499, acc: 92.0527, loss_bbox: 0.2359, loss: 0.5803 2022-10-25 00:04:01,684 - mmdet - INFO - Epoch [7][7200/7330] lr: 3.000e-02, eta: 1:49:31, time: 0.181, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0577, loss_cls: 0.2458, acc: 92.2202, loss_bbox: 0.2312, loss: 0.5702 2022-10-25 00:04:10,375 - mmdet - INFO - Epoch [7][7250/7330] lr: 3.000e-02, eta: 1:49:22, time: 0.174, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0553, loss_cls: 0.2427, acc: 92.4004, loss_bbox: 0.2253, loss: 0.5599 2022-10-25 00:04:19,671 - mmdet - INFO - Epoch [7][7300/7330] lr: 3.000e-02, eta: 1:49:13, time: 0.186, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0574, loss_cls: 0.2434, acc: 92.2195, loss_bbox: 0.2317, loss: 0.5712 2022-10-25 00:04:25,021 - mmdet - INFO - Saving checkpoint at 7 epochs 2022-10-25 00:04:49,118 - mmdet - INFO - Evaluating bbox... 2022-10-25 00:05:19,227 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.301 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.486 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.325 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.168 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.333 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.388 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.452 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.452 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.452 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 ] = 0.487 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.592 2022-10-25 00:05:19,584 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-25 00:05:19,584 - mmdet - INFO - Epoch(val) [7][625] bbox_mAP: 0.3010, bbox_mAP_50: 0.4860, bbox_mAP_75: 0.3250, bbox_mAP_s: 0.1680, bbox_mAP_m: 0.3330, bbox_mAP_l: 0.3880, bbox_mAP_copypaste: 0.301 0.486 0.325 0.168 0.333 0.388 2022-10-25 00:05:32,119 - mmdet - INFO - Epoch [8][50/7330] lr: 3.000e-02, eta: 1:48:58, time: 0.250, data_time: 0.091, memory: 4157, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0540, loss_cls: 0.2241, acc: 92.7566, loss_bbox: 0.2124, loss: 0.5247 2022-10-25 00:05:41,729 - mmdet - INFO - Epoch [8][100/7330] lr: 3.000e-02, eta: 1:48:49, time: 0.192, data_time: 0.040, memory: 4157, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0553, loss_cls: 0.2362, acc: 92.2747, loss_bbox: 0.2322, loss: 0.5591 2022-10-25 00:05:50,331 - mmdet - INFO - Epoch [8][150/7330] lr: 3.000e-02, eta: 1:48:40, time: 0.172, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0558, loss_cls: 0.2274, acc: 92.5464, loss_bbox: 0.2277, loss: 0.5440 2022-10-25 00:05:59,365 - mmdet - INFO - Epoch [8][200/7330] lr: 3.000e-02, eta: 1:48:31, time: 0.181, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0566, loss_cls: 0.2295, acc: 92.4429, loss_bbox: 0.2261, loss: 0.5476 2022-10-25 00:06:08,529 - mmdet - INFO - Epoch [8][250/7330] lr: 3.000e-02, eta: 1:48:23, time: 0.183, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0546, loss_cls: 0.2282, acc: 92.5735, loss_bbox: 0.2260, loss: 0.5430 2022-10-25 00:06:17,722 - mmdet - INFO - Epoch [8][300/7330] lr: 3.000e-02, eta: 1:48:14, time: 0.184, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0572, loss_cls: 0.2302, acc: 92.5364, loss_bbox: 0.2250, loss: 0.5466 2022-10-25 00:06:26,728 - mmdet - INFO - Epoch [8][350/7330] lr: 3.000e-02, eta: 1:48:05, time: 0.180, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0578, loss_cls: 0.2312, acc: 92.4082, loss_bbox: 0.2273, loss: 0.5498 2022-10-25 00:06:35,687 - mmdet - INFO - Epoch [8][400/7330] lr: 3.000e-02, eta: 1:47:56, time: 0.179, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0574, loss_cls: 0.2436, acc: 92.1531, loss_bbox: 0.2343, loss: 0.5700 2022-10-25 00:06:44,895 - mmdet - INFO - Epoch [8][450/7330] lr: 3.000e-02, eta: 1:47:47, time: 0.184, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0584, loss_cls: 0.2350, acc: 92.2593, loss_bbox: 0.2356, loss: 0.5658 2022-10-25 00:06:54,097 - mmdet - INFO - Epoch [8][500/7330] lr: 3.000e-02, eta: 1:47:39, time: 0.184, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0582, loss_cls: 0.2462, acc: 91.9880, loss_bbox: 0.2419, loss: 0.5829 2022-10-25 00:07:02,788 - mmdet - INFO - Epoch [8][550/7330] lr: 3.000e-02, eta: 1:47:30, time: 0.174, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0556, loss_cls: 0.2369, acc: 92.3667, loss_bbox: 0.2264, loss: 0.5514 2022-10-25 00:07:11,829 - mmdet - INFO - Epoch [8][600/7330] lr: 3.000e-02, eta: 1:47:21, time: 0.181, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0516, loss_cls: 0.2296, acc: 92.3984, loss_bbox: 0.2265, loss: 0.5416 2022-10-25 00:07:20,598 - mmdet - INFO - Epoch [8][650/7330] lr: 3.000e-02, eta: 1:47:12, time: 0.175, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0561, loss_cls: 0.2393, acc: 92.2058, loss_bbox: 0.2264, loss: 0.5567 2022-10-25 00:07:29,750 - mmdet - INFO - Epoch [8][700/7330] lr: 3.000e-02, eta: 1:47:03, time: 0.183, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0535, loss_cls: 0.2430, acc: 92.1877, loss_bbox: 0.2304, loss: 0.5633 2022-10-25 00:07:38,751 - mmdet - INFO - Epoch [8][750/7330] lr: 3.000e-02, eta: 1:46:54, time: 0.180, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0574, loss_cls: 0.2403, acc: 92.2156, loss_bbox: 0.2369, loss: 0.5685 2022-10-25 00:07:47,733 - mmdet - INFO - Epoch [8][800/7330] lr: 3.000e-02, eta: 1:46:45, time: 0.180, data_time: 0.039, memory: 4157, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0581, loss_cls: 0.2346, acc: 92.3472, loss_bbox: 0.2300, loss: 0.5581 2022-10-25 00:07:56,499 - mmdet - INFO - Epoch [8][850/7330] lr: 3.000e-02, eta: 1:46:36, time: 0.175, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0544, loss_cls: 0.2304, acc: 92.6465, loss_bbox: 0.2200, loss: 0.5404 2022-10-25 00:08:05,465 - mmdet - INFO - Epoch [8][900/7330] lr: 3.000e-02, eta: 1:46:27, time: 0.179, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0581, loss_cls: 0.2433, acc: 92.3232, loss_bbox: 0.2362, loss: 0.5766 2022-10-25 00:08:14,634 - mmdet - INFO - Epoch [8][950/7330] lr: 3.000e-02, eta: 1:46:18, time: 0.183, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0571, loss_cls: 0.2315, acc: 92.4341, loss_bbox: 0.2297, loss: 0.5547 2022-10-25 00:08:23,723 - mmdet - INFO - Epoch [8][1000/7330] lr: 3.000e-02, eta: 1:46:09, time: 0.182, data_time: 0.028, memory: 4157, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0557, loss_cls: 0.2364, acc: 92.4641, loss_bbox: 0.2279, loss: 0.5546 2022-10-25 00:08:32,668 - mmdet - INFO - Epoch [8][1050/7330] lr: 3.000e-02, eta: 1:46:01, time: 0.179, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0568, loss_cls: 0.2332, acc: 92.4399, loss_bbox: 0.2332, loss: 0.5600 2022-10-25 00:08:41,588 - mmdet - INFO - Epoch [8][1100/7330] lr: 3.000e-02, eta: 1:45:52, time: 0.178, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0562, loss_cls: 0.2316, acc: 92.4575, loss_bbox: 0.2275, loss: 0.5520 2022-10-25 00:08:50,428 - mmdet - INFO - Epoch [8][1150/7330] lr: 3.000e-02, eta: 1:45:43, time: 0.177, data_time: 0.041, memory: 4157, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0522, loss_cls: 0.2241, acc: 92.7166, loss_bbox: 0.2204, loss: 0.5301 2022-10-25 00:08:59,525 - mmdet - INFO - Epoch [8][1200/7330] lr: 3.000e-02, eta: 1:45:34, time: 0.182, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0581, loss_cls: 0.2425, acc: 91.8584, loss_bbox: 0.2390, loss: 0.5751 2022-10-25 00:09:08,363 - mmdet - INFO - Epoch [8][1250/7330] lr: 3.000e-02, eta: 1:45:25, time: 0.177, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0554, loss_cls: 0.2400, acc: 92.2666, loss_bbox: 0.2265, loss: 0.5577 2022-10-25 00:09:17,533 - mmdet - INFO - Epoch [8][1300/7330] lr: 3.000e-02, eta: 1:45:16, time: 0.183, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0572, loss_cls: 0.2347, acc: 92.3137, loss_bbox: 0.2321, loss: 0.5582 2022-10-25 00:09:26,570 - mmdet - INFO - Epoch [8][1350/7330] lr: 3.000e-02, eta: 1:45:07, time: 0.181, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0555, loss_cls: 0.2382, acc: 92.3259, loss_bbox: 0.2280, loss: 0.5591 2022-10-25 00:09:35,751 - mmdet - INFO - Epoch [8][1400/7330] lr: 3.000e-02, eta: 1:44:58, time: 0.184, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0546, loss_cls: 0.2347, acc: 92.4641, loss_bbox: 0.2257, loss: 0.5497 2022-10-25 00:09:44,840 - mmdet - INFO - Epoch [8][1450/7330] lr: 3.000e-02, eta: 1:44:50, time: 0.182, data_time: 0.040, memory: 4157, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0549, loss_cls: 0.2194, acc: 92.7510, loss_bbox: 0.2184, loss: 0.5269 2022-10-25 00:09:53,814 - mmdet - INFO - Epoch [8][1500/7330] lr: 3.000e-02, eta: 1:44:41, time: 0.179, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0559, loss_cls: 0.2355, acc: 92.4824, loss_bbox: 0.2318, loss: 0.5590 2022-10-25 00:10:02,809 - mmdet - INFO - Epoch [8][1550/7330] lr: 3.000e-02, eta: 1:44:32, time: 0.180, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0545, loss_cls: 0.2330, acc: 92.3994, loss_bbox: 0.2276, loss: 0.5497 2022-10-25 00:10:11,867 - mmdet - INFO - Epoch [8][1600/7330] lr: 3.000e-02, eta: 1:44:23, time: 0.181, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0578, loss_cls: 0.2347, acc: 92.4443, loss_bbox: 0.2314, loss: 0.5593 2022-10-25 00:10:20,986 - mmdet - INFO - Epoch [8][1650/7330] lr: 3.000e-02, eta: 1:44:14, time: 0.182, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0549, loss_cls: 0.2333, acc: 92.5203, loss_bbox: 0.2214, loss: 0.5441 2022-10-25 00:10:30,251 - mmdet - INFO - Epoch [8][1700/7330] lr: 3.000e-02, eta: 1:44:05, time: 0.185, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0573, loss_cls: 0.2436, acc: 92.1116, loss_bbox: 0.2358, loss: 0.5771 2022-10-25 00:10:39,359 - mmdet - INFO - Epoch [8][1750/7330] lr: 3.000e-02, eta: 1:43:57, time: 0.182, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0559, loss_cls: 0.2337, acc: 92.4424, loss_bbox: 0.2312, loss: 0.5565 2022-10-25 00:10:48,297 - mmdet - INFO - Epoch [8][1800/7330] lr: 3.000e-02, eta: 1:43:48, time: 0.179, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0552, loss_cls: 0.2314, acc: 92.5713, loss_bbox: 0.2283, loss: 0.5517 2022-10-25 00:10:57,270 - mmdet - INFO - Epoch [8][1850/7330] lr: 3.000e-02, eta: 1:43:39, time: 0.179, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0545, loss_cls: 0.2338, acc: 92.4033, loss_bbox: 0.2270, loss: 0.5517 2022-10-25 00:11:06,140 - mmdet - INFO - Epoch [8][1900/7330] lr: 3.000e-02, eta: 1:43:30, time: 0.177, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0571, loss_cls: 0.2352, acc: 92.4609, loss_bbox: 0.2305, loss: 0.5569 2022-10-25 00:11:15,441 - mmdet - INFO - Epoch [8][1950/7330] lr: 3.000e-02, eta: 1:43:21, time: 0.186, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0605, loss_cls: 0.2430, acc: 91.9944, loss_bbox: 0.2377, loss: 0.5801 2022-10-25 00:11:24,356 - mmdet - INFO - Epoch [8][2000/7330] lr: 3.000e-02, eta: 1:43:12, time: 0.178, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0563, loss_cls: 0.2278, acc: 92.6370, loss_bbox: 0.2279, loss: 0.5468 2022-10-25 00:11:33,518 - mmdet - INFO - Epoch [8][2050/7330] lr: 3.000e-02, eta: 1:43:03, time: 0.183, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0555, loss_cls: 0.2359, acc: 92.3245, loss_bbox: 0.2262, loss: 0.5526 2022-10-25 00:11:42,774 - mmdet - INFO - Epoch [8][2100/7330] lr: 3.000e-02, eta: 1:42:55, time: 0.185, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0554, loss_cls: 0.2391, acc: 92.2322, loss_bbox: 0.2359, loss: 0.5684 2022-10-25 00:11:51,983 - mmdet - INFO - Epoch [8][2150/7330] lr: 3.000e-02, eta: 1:42:46, time: 0.184, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0585, loss_cls: 0.2333, acc: 92.4148, loss_bbox: 0.2326, loss: 0.5604 2022-10-25 00:12:00,838 - mmdet - INFO - Epoch [8][2200/7330] lr: 3.000e-02, eta: 1:42:37, time: 0.177, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0553, loss_cls: 0.2321, acc: 92.5339, loss_bbox: 0.2218, loss: 0.5425 2022-10-25 00:12:09,763 - mmdet - INFO - Epoch [8][2250/7330] lr: 3.000e-02, eta: 1:42:28, time: 0.178, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0562, loss_cls: 0.2349, acc: 92.3250, loss_bbox: 0.2311, loss: 0.5602 2022-10-25 00:12:18,757 - mmdet - INFO - Epoch [8][2300/7330] lr: 3.000e-02, eta: 1:42:19, time: 0.180, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0572, loss_cls: 0.2359, acc: 92.3518, loss_bbox: 0.2292, loss: 0.5601 2022-10-25 00:12:27,802 - mmdet - INFO - Epoch [8][2350/7330] lr: 3.000e-02, eta: 1:42:10, time: 0.181, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0524, loss_cls: 0.2331, acc: 92.5369, loss_bbox: 0.2242, loss: 0.5470 2022-10-25 00:12:36,776 - mmdet - INFO - Epoch [8][2400/7330] lr: 3.000e-02, eta: 1:42:01, time: 0.179, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0603, loss_cls: 0.2363, acc: 92.2361, loss_bbox: 0.2315, loss: 0.5658 2022-10-25 00:12:45,400 - mmdet - INFO - Epoch [8][2450/7330] lr: 3.000e-02, eta: 1:41:52, time: 0.172, data_time: 0.028, memory: 4157, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0488, loss_cls: 0.2273, acc: 92.5718, loss_bbox: 0.2240, loss: 0.5320 2022-10-25 00:12:54,400 - mmdet - INFO - Epoch [8][2500/7330] lr: 3.000e-02, eta: 1:41:43, time: 0.180, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0529, loss_cls: 0.2424, acc: 92.0969, loss_bbox: 0.2308, loss: 0.5632 2022-10-25 00:13:03,216 - mmdet - INFO - Epoch [8][2550/7330] lr: 3.000e-02, eta: 1:41:34, time: 0.176, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0572, loss_cls: 0.2375, acc: 92.1648, loss_bbox: 0.2355, loss: 0.5671 2022-10-25 00:13:12,477 - mmdet - INFO - Epoch [8][2600/7330] lr: 3.000e-02, eta: 1:41:25, time: 0.185, data_time: 0.039, memory: 4157, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0594, loss_cls: 0.2424, acc: 92.0913, loss_bbox: 0.2346, loss: 0.5725 2022-10-25 00:13:21,458 - mmdet - INFO - Epoch [8][2650/7330] lr: 3.000e-02, eta: 1:41:16, time: 0.180, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0575, loss_cls: 0.2302, acc: 92.5618, loss_bbox: 0.2238, loss: 0.5471 2022-10-25 00:13:30,366 - mmdet - INFO - Epoch [8][2700/7330] lr: 3.000e-02, eta: 1:41:08, time: 0.178, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0583, loss_cls: 0.2464, acc: 92.0386, loss_bbox: 0.2373, loss: 0.5795 2022-10-25 00:13:39,386 - mmdet - INFO - Epoch [8][2750/7330] lr: 3.000e-02, eta: 1:40:59, time: 0.180, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0536, loss_cls: 0.2449, acc: 92.1782, loss_bbox: 0.2349, loss: 0.5691 2022-10-25 00:13:48,228 - mmdet - INFO - Epoch [8][2800/7330] lr: 3.000e-02, eta: 1:40:50, time: 0.177, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0556, loss_cls: 0.2319, acc: 92.4546, loss_bbox: 0.2290, loss: 0.5508 2022-10-25 00:13:57,181 - mmdet - INFO - Epoch [8][2850/7330] lr: 3.000e-02, eta: 1:40:41, time: 0.179, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0552, loss_cls: 0.2314, acc: 92.4880, loss_bbox: 0.2203, loss: 0.5417 2022-10-25 00:14:06,082 - mmdet - INFO - Epoch [8][2900/7330] lr: 3.000e-02, eta: 1:40:32, time: 0.178, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0558, loss_cls: 0.2407, acc: 92.1646, loss_bbox: 0.2287, loss: 0.5614 2022-10-25 00:14:15,169 - mmdet - INFO - Epoch [8][2950/7330] lr: 3.000e-02, eta: 1:40:23, time: 0.182, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0514, loss_cls: 0.2316, acc: 92.4092, loss_bbox: 0.2302, loss: 0.5463 2022-10-25 00:14:23,975 - mmdet - INFO - Epoch [8][3000/7330] lr: 3.000e-02, eta: 1:40:14, time: 0.176, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0546, loss_cls: 0.2357, acc: 92.3264, loss_bbox: 0.2305, loss: 0.5551 2022-10-25 00:14:32,821 - mmdet - INFO - Epoch [8][3050/7330] lr: 3.000e-02, eta: 1:40:05, time: 0.177, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0522, loss_cls: 0.2299, acc: 92.5554, loss_bbox: 0.2236, loss: 0.5381 2022-10-25 00:14:41,547 - mmdet - INFO - Epoch [8][3100/7330] lr: 3.000e-02, eta: 1:39:56, time: 0.175, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0538, loss_cls: 0.2388, acc: 92.2996, loss_bbox: 0.2314, loss: 0.5592 2022-10-25 00:14:50,248 - mmdet - INFO - Epoch [8][3150/7330] lr: 3.000e-02, eta: 1:39:47, time: 0.174, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0533, loss_cls: 0.2305, acc: 92.7222, loss_bbox: 0.2197, loss: 0.5419 2022-10-25 00:14:59,635 - mmdet - INFO - Epoch [8][3200/7330] lr: 3.000e-02, eta: 1:39:38, time: 0.188, data_time: 0.040, memory: 4157, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0580, loss_cls: 0.2550, acc: 91.8228, loss_bbox: 0.2434, loss: 0.5954 2022-10-25 00:15:08,312 - mmdet - INFO - Epoch [8][3250/7330] lr: 3.000e-02, eta: 1:39:29, time: 0.173, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0530, loss_cls: 0.2351, acc: 92.4907, loss_bbox: 0.2217, loss: 0.5452 2022-10-25 00:15:17,075 - mmdet - INFO - Epoch [8][3300/7330] lr: 3.000e-02, eta: 1:39:20, time: 0.175, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0541, loss_cls: 0.2364, acc: 92.2822, loss_bbox: 0.2324, loss: 0.5582 2022-10-25 00:15:26,050 - mmdet - INFO - Epoch [8][3350/7330] lr: 3.000e-02, eta: 1:39:11, time: 0.180, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0554, loss_cls: 0.2273, acc: 92.6824, loss_bbox: 0.2241, loss: 0.5430 2022-10-25 00:15:34,821 - mmdet - INFO - Epoch [8][3400/7330] lr: 3.000e-02, eta: 1:39:02, time: 0.175, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0553, loss_cls: 0.2300, acc: 92.5105, loss_bbox: 0.2268, loss: 0.5470 2022-10-25 00:15:44,018 - mmdet - INFO - Epoch [8][3450/7330] lr: 3.000e-02, eta: 1:38:53, time: 0.184, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0542, loss_cls: 0.2364, acc: 92.3738, loss_bbox: 0.2309, loss: 0.5558 2022-10-25 00:15:53,033 - mmdet - INFO - Epoch [8][3500/7330] lr: 3.000e-02, eta: 1:38:44, time: 0.180, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0538, loss_cls: 0.2413, acc: 92.3010, loss_bbox: 0.2316, loss: 0.5629 2022-10-25 00:16:02,018 - mmdet - INFO - Epoch [8][3550/7330] lr: 3.000e-02, eta: 1:38:35, time: 0.180, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0523, loss_cls: 0.2261, acc: 92.6699, loss_bbox: 0.2213, loss: 0.5351 2022-10-25 00:16:11,150 - mmdet - INFO - Epoch [8][3600/7330] lr: 3.000e-02, eta: 1:38:27, time: 0.183, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0590, loss_cls: 0.2389, acc: 92.1592, loss_bbox: 0.2318, loss: 0.5663 2022-10-25 00:16:20,050 - mmdet - INFO - Epoch [8][3650/7330] lr: 3.000e-02, eta: 1:38:18, time: 0.178, data_time: 0.027, memory: 4157, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0525, loss_cls: 0.2282, acc: 92.5864, loss_bbox: 0.2211, loss: 0.5351 2022-10-25 00:16:28,985 - mmdet - INFO - Epoch [8][3700/7330] lr: 3.000e-02, eta: 1:38:09, time: 0.179, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0530, loss_cls: 0.2355, acc: 92.3799, loss_bbox: 0.2277, loss: 0.5525 2022-10-25 00:16:37,734 - mmdet - INFO - Epoch [8][3750/7330] lr: 3.000e-02, eta: 1:38:00, time: 0.175, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0548, loss_cls: 0.2340, acc: 92.3381, loss_bbox: 0.2235, loss: 0.5475 2022-10-25 00:16:46,472 - mmdet - INFO - Epoch [8][3800/7330] lr: 3.000e-02, eta: 1:37:51, time: 0.175, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0527, loss_cls: 0.2283, acc: 92.6780, loss_bbox: 0.2218, loss: 0.5362 2022-10-25 00:16:55,053 - mmdet - INFO - Epoch [8][3850/7330] lr: 3.000e-02, eta: 1:37:41, time: 0.172, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0540, loss_cls: 0.2366, acc: 92.4285, loss_bbox: 0.2318, loss: 0.5564 2022-10-25 00:17:04,018 - mmdet - INFO - Epoch [8][3900/7330] lr: 3.000e-02, eta: 1:37:33, time: 0.179, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0556, loss_cls: 0.2334, acc: 92.6306, loss_bbox: 0.2217, loss: 0.5497 2022-10-25 00:17:12,446 - mmdet - INFO - Epoch [8][3950/7330] lr: 3.000e-02, eta: 1:37:23, time: 0.168, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0539, loss_cls: 0.2340, acc: 92.5085, loss_bbox: 0.2228, loss: 0.5446 2022-10-25 00:17:21,660 - mmdet - INFO - Epoch [8][4000/7330] lr: 3.000e-02, eta: 1:37:15, time: 0.184, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0567, loss_cls: 0.2428, acc: 92.2000, loss_bbox: 0.2306, loss: 0.5693 2022-10-25 00:17:30,890 - mmdet - INFO - Epoch [8][4050/7330] lr: 3.000e-02, eta: 1:37:06, time: 0.185, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0541, loss_cls: 0.2336, acc: 92.5923, loss_bbox: 0.2212, loss: 0.5466 2022-10-25 00:17:39,432 - mmdet - INFO - Epoch [8][4100/7330] lr: 3.000e-02, eta: 1:36:57, time: 0.171, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0544, loss_cls: 0.2319, acc: 92.5161, loss_bbox: 0.2243, loss: 0.5475 2022-10-25 00:17:48,554 - mmdet - INFO - Epoch [8][4150/7330] lr: 3.000e-02, eta: 1:36:48, time: 0.182, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0568, loss_cls: 0.2335, acc: 92.4944, loss_bbox: 0.2279, loss: 0.5551 2022-10-25 00:17:57,712 - mmdet - INFO - Epoch [8][4200/7330] lr: 3.000e-02, eta: 1:36:39, time: 0.183, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0559, loss_cls: 0.2278, acc: 92.6982, loss_bbox: 0.2190, loss: 0.5380 2022-10-25 00:18:06,738 - mmdet - INFO - Epoch [8][4250/7330] lr: 3.000e-02, eta: 1:36:30, time: 0.180, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0584, loss_cls: 0.2370, acc: 92.3066, loss_bbox: 0.2268, loss: 0.5594 2022-10-25 00:18:15,587 - mmdet - INFO - Epoch [8][4300/7330] lr: 3.000e-02, eta: 1:36:21, time: 0.177, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0562, loss_cls: 0.2325, acc: 92.4253, loss_bbox: 0.2275, loss: 0.5535 2022-10-25 00:18:24,603 - mmdet - INFO - Epoch [8][4350/7330] lr: 3.000e-02, eta: 1:36:12, time: 0.180, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0559, loss_cls: 0.2399, acc: 92.2209, loss_bbox: 0.2338, loss: 0.5663 2022-10-25 00:18:33,162 - mmdet - INFO - Epoch [8][4400/7330] lr: 3.000e-02, eta: 1:36:03, time: 0.171, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0544, loss_cls: 0.2275, acc: 92.6045, loss_bbox: 0.2243, loss: 0.5412 2022-10-25 00:18:42,192 - mmdet - INFO - Epoch [8][4450/7330] lr: 3.000e-02, eta: 1:35:54, time: 0.181, data_time: 0.028, memory: 4157, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0522, loss_cls: 0.2401, acc: 92.2351, loss_bbox: 0.2317, loss: 0.5600 2022-10-25 00:18:51,354 - mmdet - INFO - Epoch [8][4500/7330] lr: 3.000e-02, eta: 1:35:45, time: 0.183, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0565, loss_cls: 0.2421, acc: 92.1650, loss_bbox: 0.2335, loss: 0.5696 2022-10-25 00:19:00,182 - mmdet - INFO - Epoch [8][4550/7330] lr: 3.000e-02, eta: 1:35:36, time: 0.177, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0536, loss_cls: 0.2392, acc: 92.2542, loss_bbox: 0.2295, loss: 0.5564 2022-10-25 00:19:09,444 - mmdet - INFO - Epoch [8][4600/7330] lr: 3.000e-02, eta: 1:35:28, time: 0.185, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0585, loss_cls: 0.2468, acc: 91.8613, loss_bbox: 0.2449, loss: 0.5879 2022-10-25 00:19:18,544 - mmdet - INFO - Epoch [8][4650/7330] lr: 3.000e-02, eta: 1:35:19, time: 0.182, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0527, loss_cls: 0.2288, acc: 92.6204, loss_bbox: 0.2229, loss: 0.5392 2022-10-25 00:19:27,266 - mmdet - INFO - Epoch [8][4700/7330] lr: 3.000e-02, eta: 1:35:10, time: 0.174, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0586, loss_cls: 0.2486, acc: 91.9634, loss_bbox: 0.2402, loss: 0.5832 2022-10-25 00:19:36,220 - mmdet - INFO - Epoch [8][4750/7330] lr: 3.000e-02, eta: 1:35:01, time: 0.179, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0534, loss_cls: 0.2445, acc: 91.9888, loss_bbox: 0.2378, loss: 0.5718 2022-10-25 00:19:45,210 - mmdet - INFO - Epoch [8][4800/7330] lr: 3.000e-02, eta: 1:34:52, time: 0.180, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0552, loss_cls: 0.2370, acc: 92.2930, loss_bbox: 0.2328, loss: 0.5663 2022-10-25 00:19:54,130 - mmdet - INFO - Epoch [8][4850/7330] lr: 3.000e-02, eta: 1:34:43, time: 0.178, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0563, loss_cls: 0.2420, acc: 92.0864, loss_bbox: 0.2390, loss: 0.5732 2022-10-25 00:20:03,295 - mmdet - INFO - Epoch [8][4900/7330] lr: 3.000e-02, eta: 1:34:34, time: 0.183, data_time: 0.039, memory: 4157, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0553, loss_cls: 0.2401, acc: 92.3169, loss_bbox: 0.2282, loss: 0.5602 2022-10-25 00:20:12,563 - mmdet - INFO - Epoch [8][4950/7330] lr: 3.000e-02, eta: 1:34:25, time: 0.185, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0587, loss_cls: 0.2434, acc: 92.0403, loss_bbox: 0.2342, loss: 0.5747 2022-10-25 00:20:21,324 - mmdet - INFO - Epoch [8][5000/7330] lr: 3.000e-02, eta: 1:34:16, time: 0.175, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0541, loss_cls: 0.2315, acc: 92.6462, loss_bbox: 0.2267, loss: 0.5487 2022-10-25 00:20:29,970 - mmdet - INFO - Epoch [8][5050/7330] lr: 3.000e-02, eta: 1:34:07, time: 0.173, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0534, loss_cls: 0.2353, acc: 92.4155, loss_bbox: 0.2308, loss: 0.5551 2022-10-25 00:20:39,106 - mmdet - INFO - Epoch [8][5100/7330] lr: 3.000e-02, eta: 1:33:58, time: 0.183, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0542, loss_cls: 0.2330, acc: 92.4661, loss_bbox: 0.2245, loss: 0.5477 2022-10-25 00:20:47,989 - mmdet - INFO - Epoch [8][5150/7330] lr: 3.000e-02, eta: 1:33:49, time: 0.178, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0539, loss_cls: 0.2266, acc: 92.6609, loss_bbox: 0.2240, loss: 0.5394 2022-10-25 00:20:56,566 - mmdet - INFO - Epoch [8][5200/7330] lr: 3.000e-02, eta: 1:33:40, time: 0.172, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0541, loss_cls: 0.2330, acc: 92.4226, loss_bbox: 0.2282, loss: 0.5514 2022-10-25 00:21:05,614 - mmdet - INFO - Epoch [8][5250/7330] lr: 3.000e-02, eta: 1:33:31, time: 0.181, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0582, loss_cls: 0.2341, acc: 92.2051, loss_bbox: 0.2361, loss: 0.5640 2022-10-25 00:21:14,837 - mmdet - INFO - Epoch [8][5300/7330] lr: 3.000e-02, eta: 1:33:23, time: 0.184, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0595, loss_cls: 0.2453, acc: 92.0422, loss_bbox: 0.2435, loss: 0.5870 2022-10-25 00:21:24,008 - mmdet - INFO - Epoch [8][5350/7330] lr: 3.000e-02, eta: 1:33:14, time: 0.183, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0567, loss_cls: 0.2273, acc: 92.6528, loss_bbox: 0.2227, loss: 0.5439 2022-10-25 00:21:33,143 - mmdet - INFO - Epoch [8][5400/7330] lr: 3.000e-02, eta: 1:33:05, time: 0.183, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0554, loss_cls: 0.2343, acc: 92.3494, loss_bbox: 0.2276, loss: 0.5568 2022-10-25 00:21:42,306 - mmdet - INFO - Epoch [8][5450/7330] lr: 3.000e-02, eta: 1:32:56, time: 0.183, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0566, loss_cls: 0.2390, acc: 92.3584, loss_bbox: 0.2273, loss: 0.5624 2022-10-25 00:21:51,282 - mmdet - INFO - Epoch [8][5500/7330] lr: 3.000e-02, eta: 1:32:47, time: 0.180, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0549, loss_cls: 0.2323, acc: 92.3533, loss_bbox: 0.2288, loss: 0.5520 2022-10-25 00:22:00,107 - mmdet - INFO - Epoch [8][5550/7330] lr: 3.000e-02, eta: 1:32:38, time: 0.177, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0506, loss_cls: 0.2301, acc: 92.6372, loss_bbox: 0.2203, loss: 0.5378 2022-10-25 00:22:09,137 - mmdet - INFO - Epoch [8][5600/7330] lr: 3.000e-02, eta: 1:32:29, time: 0.181, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0580, loss_cls: 0.2461, acc: 92.0471, loss_bbox: 0.2313, loss: 0.5739 2022-10-25 00:22:17,895 - mmdet - INFO - Epoch [8][5650/7330] lr: 3.000e-02, eta: 1:32:20, time: 0.175, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0558, loss_cls: 0.2329, acc: 92.4675, loss_bbox: 0.2253, loss: 0.5522 2022-10-25 00:22:26,989 - mmdet - INFO - Epoch [8][5700/7330] lr: 3.000e-02, eta: 1:32:12, time: 0.182, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0559, loss_cls: 0.2326, acc: 92.5603, loss_bbox: 0.2287, loss: 0.5528 2022-10-25 00:22:35,984 - mmdet - INFO - Epoch [8][5750/7330] lr: 3.000e-02, eta: 1:32:03, time: 0.180, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0559, loss_cls: 0.2398, acc: 92.2615, loss_bbox: 0.2251, loss: 0.5581 2022-10-25 00:22:44,830 - mmdet - INFO - Epoch [8][5800/7330] lr: 3.000e-02, eta: 1:31:54, time: 0.177, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0549, loss_cls: 0.2353, acc: 92.4082, loss_bbox: 0.2238, loss: 0.5503 2022-10-25 00:22:53,638 - mmdet - INFO - Epoch [8][5850/7330] lr: 3.000e-02, eta: 1:31:45, time: 0.176, data_time: 0.028, memory: 4157, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0532, loss_cls: 0.2354, acc: 92.3640, loss_bbox: 0.2258, loss: 0.5502 2022-10-25 00:23:02,474 - mmdet - INFO - Epoch [8][5900/7330] lr: 3.000e-02, eta: 1:31:36, time: 0.177, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0545, loss_cls: 0.2374, acc: 92.4626, loss_bbox: 0.2241, loss: 0.5536 2022-10-25 00:23:11,652 - mmdet - INFO - Epoch [8][5950/7330] lr: 3.000e-02, eta: 1:31:27, time: 0.184, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0573, loss_cls: 0.2439, acc: 91.9207, loss_bbox: 0.2379, loss: 0.5785 2022-10-25 00:23:20,337 - mmdet - INFO - Epoch [8][6000/7330] lr: 3.000e-02, eta: 1:31:18, time: 0.174, data_time: 0.028, memory: 4157, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0534, loss_cls: 0.2382, acc: 92.4556, loss_bbox: 0.2247, loss: 0.5519 2022-10-25 00:23:29,378 - mmdet - INFO - Epoch [8][6050/7330] lr: 3.000e-02, eta: 1:31:09, time: 0.181, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0553, loss_cls: 0.2380, acc: 92.2712, loss_bbox: 0.2325, loss: 0.5607 2022-10-25 00:23:38,159 - mmdet - INFO - Epoch [8][6100/7330] lr: 3.000e-02, eta: 1:31:00, time: 0.176, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0500, loss_cls: 0.2407, acc: 92.3154, loss_bbox: 0.2270, loss: 0.5521 2022-10-25 00:23:46,928 - mmdet - INFO - Epoch [8][6150/7330] lr: 3.000e-02, eta: 1:30:51, time: 0.175, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0553, loss_cls: 0.2372, acc: 92.2227, loss_bbox: 0.2335, loss: 0.5611 2022-10-25 00:23:55,694 - mmdet - INFO - Epoch [8][6200/7330] lr: 3.000e-02, eta: 1:30:42, time: 0.175, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0541, loss_cls: 0.2361, acc: 92.4368, loss_bbox: 0.2274, loss: 0.5534 2022-10-25 00:24:04,227 - mmdet - INFO - Epoch [8][6250/7330] lr: 3.000e-02, eta: 1:30:33, time: 0.171, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0525, loss_cls: 0.2291, acc: 92.7056, loss_bbox: 0.2178, loss: 0.5317 2022-10-25 00:24:12,968 - mmdet - INFO - Epoch [8][6300/7330] lr: 3.000e-02, eta: 1:30:24, time: 0.175, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0548, loss_cls: 0.2373, acc: 92.3804, loss_bbox: 0.2276, loss: 0.5557 2022-10-25 00:24:21,660 - mmdet - INFO - Epoch [8][6350/7330] lr: 3.000e-02, eta: 1:30:15, time: 0.174, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0560, loss_cls: 0.2229, acc: 92.7776, loss_bbox: 0.2174, loss: 0.5320 2022-10-25 00:24:30,875 - mmdet - INFO - Epoch [8][6400/7330] lr: 3.000e-02, eta: 1:30:06, time: 0.184, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0571, loss_cls: 0.2426, acc: 92.1675, loss_bbox: 0.2344, loss: 0.5710 2022-10-25 00:24:39,672 - mmdet - INFO - Epoch [8][6450/7330] lr: 3.000e-02, eta: 1:29:57, time: 0.176, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0573, loss_cls: 0.2441, acc: 92.0178, loss_bbox: 0.2379, loss: 0.5770 2022-10-25 00:24:48,456 - mmdet - INFO - Epoch [8][6500/7330] lr: 3.000e-02, eta: 1:29:48, time: 0.176, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0561, loss_cls: 0.2453, acc: 92.1035, loss_bbox: 0.2296, loss: 0.5685 2022-10-25 00:24:57,375 - mmdet - INFO - Epoch [8][6550/7330] lr: 3.000e-02, eta: 1:29:39, time: 0.178, data_time: 0.039, memory: 4157, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0574, loss_cls: 0.2476, acc: 92.0005, loss_bbox: 0.2380, loss: 0.5796 2022-10-25 00:25:06,282 - mmdet - INFO - Epoch [8][6600/7330] lr: 3.000e-02, eta: 1:29:30, time: 0.178, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0572, loss_cls: 0.2452, acc: 92.0762, loss_bbox: 0.2367, loss: 0.5776 2022-10-25 00:25:15,245 - mmdet - INFO - Epoch [8][6650/7330] lr: 3.000e-02, eta: 1:29:21, time: 0.179, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0530, loss_cls: 0.2358, acc: 92.4175, loss_bbox: 0.2286, loss: 0.5520 2022-10-25 00:25:24,301 - mmdet - INFO - Epoch [8][6700/7330] lr: 3.000e-02, eta: 1:29:12, time: 0.181, data_time: 0.040, memory: 4157, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0546, loss_cls: 0.2363, acc: 92.3909, loss_bbox: 0.2316, loss: 0.5604 2022-10-25 00:25:33,272 - mmdet - INFO - Epoch [8][6750/7330] lr: 3.000e-02, eta: 1:29:03, time: 0.179, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0566, loss_cls: 0.2355, acc: 92.4060, loss_bbox: 0.2292, loss: 0.5593 2022-10-25 00:25:41,936 - mmdet - INFO - Epoch [8][6800/7330] lr: 3.000e-02, eta: 1:28:54, time: 0.173, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0547, loss_cls: 0.2331, acc: 92.4653, loss_bbox: 0.2292, loss: 0.5508 2022-10-25 00:25:51,001 - mmdet - INFO - Epoch [8][6850/7330] lr: 3.000e-02, eta: 1:28:45, time: 0.181, data_time: 0.039, memory: 4157, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0554, loss_cls: 0.2301, acc: 92.5515, loss_bbox: 0.2291, loss: 0.5502 2022-10-25 00:25:59,828 - mmdet - INFO - Epoch [8][6900/7330] lr: 3.000e-02, eta: 1:28:36, time: 0.177, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0563, loss_cls: 0.2465, acc: 91.8977, loss_bbox: 0.2427, loss: 0.5825 2022-10-25 00:26:08,489 - mmdet - INFO - Epoch [8][6950/7330] lr: 3.000e-02, eta: 1:28:27, time: 0.173, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0563, loss_cls: 0.2359, acc: 92.5879, loss_bbox: 0.2253, loss: 0.5528 2022-10-25 00:26:17,359 - mmdet - INFO - Epoch [8][7000/7330] lr: 3.000e-02, eta: 1:28:18, time: 0.177, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0572, loss_cls: 0.2487, acc: 92.0461, loss_bbox: 0.2342, loss: 0.5776 2022-10-25 00:26:26,431 - mmdet - INFO - Epoch [8][7050/7330] lr: 3.000e-02, eta: 1:28:09, time: 0.181, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0566, loss_cls: 0.2431, acc: 92.3621, loss_bbox: 0.2304, loss: 0.5711 2022-10-25 00:26:35,614 - mmdet - INFO - Epoch [8][7100/7330] lr: 3.000e-02, eta: 1:28:00, time: 0.184, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0570, loss_cls: 0.2426, acc: 92.2749, loss_bbox: 0.2323, loss: 0.5692 2022-10-25 00:26:44,748 - mmdet - INFO - Epoch [8][7150/7330] lr: 3.000e-02, eta: 1:27:52, time: 0.183, data_time: 0.042, memory: 4157, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0524, loss_cls: 0.2352, acc: 92.3289, loss_bbox: 0.2310, loss: 0.5531 2022-10-25 00:26:53,749 - mmdet - INFO - Epoch [8][7200/7330] lr: 3.000e-02, eta: 1:27:43, time: 0.180, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0576, loss_cls: 0.2318, acc: 92.3257, loss_bbox: 0.2301, loss: 0.5563 2022-10-25 00:27:02,227 - mmdet - INFO - Epoch [8][7250/7330] lr: 3.000e-02, eta: 1:27:34, time: 0.170, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0521, loss_cls: 0.2349, acc: 92.5725, loss_bbox: 0.2216, loss: 0.5432 2022-10-25 00:27:11,359 - mmdet - INFO - Epoch [8][7300/7330] lr: 3.000e-02, eta: 1:27:25, time: 0.183, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0568, loss_cls: 0.2337, acc: 92.4761, loss_bbox: 0.2243, loss: 0.5513 2022-10-25 00:27:17,314 - mmdet - INFO - Saving checkpoint at 8 epochs 2022-10-25 00:27:41,331 - mmdet - INFO - Evaluating bbox... 2022-10-25 00:28:10,648 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.321 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.508 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.350 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.176 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.353 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.414 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.472 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.472 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.472 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.280 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.507 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.606 2022-10-25 00:28:11,100 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_faster-rcnn_1x_coco_lr3e-2_wd5e-5_keep-all/best_bbox_mAP_epoch_6.pth was removed 2022-10-25 00:28:11,808 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_8.pth. 2022-10-25 00:28:11,808 - mmdet - INFO - Best bbox_mAP is 0.3210 at 8 epoch. 2022-10-25 00:28:11,809 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-25 00:28:11,809 - mmdet - INFO - Epoch(val) [8][625] bbox_mAP: 0.3210, bbox_mAP_50: 0.5080, bbox_mAP_75: 0.3500, bbox_mAP_s: 0.1760, bbox_mAP_m: 0.3530, bbox_mAP_l: 0.4140, bbox_mAP_copypaste: 0.321 0.508 0.350 0.176 0.353 0.414 2022-10-25 00:28:23,922 - mmdet - INFO - Epoch [9][50/7330] lr: 3.000e-03, eta: 1:27:09, time: 0.242, data_time: 0.094, memory: 4157, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0508, loss_cls: 0.2158, acc: 92.9451, loss_bbox: 0.2156, loss: 0.5146 2022-10-25 00:28:32,986 - mmdet - INFO - Epoch [9][100/7330] lr: 3.000e-03, eta: 1:27:00, time: 0.181, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0512, loss_cls: 0.2115, acc: 92.8691, loss_bbox: 0.2207, loss: 0.5145 2022-10-25 00:28:42,148 - mmdet - INFO - Epoch [9][150/7330] lr: 3.000e-03, eta: 1:26:52, time: 0.183, data_time: 0.040, memory: 4157, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0500, loss_cls: 0.2085, acc: 92.9707, loss_bbox: 0.2145, loss: 0.5035 2022-10-25 00:28:51,369 - mmdet - INFO - Epoch [9][200/7330] lr: 3.000e-03, eta: 1:26:43, time: 0.184, data_time: 0.040, memory: 4157, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0530, loss_cls: 0.2207, acc: 92.5366, loss_bbox: 0.2268, loss: 0.5308 2022-10-25 00:29:00,417 - mmdet - INFO - Epoch [9][250/7330] lr: 3.000e-03, eta: 1:26:34, time: 0.181, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0503, loss_cls: 0.2068, acc: 93.0276, loss_bbox: 0.2159, loss: 0.5015 2022-10-25 00:29:09,727 - mmdet - INFO - Epoch [9][300/7330] lr: 3.000e-03, eta: 1:26:25, time: 0.186, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0519, loss_cls: 0.2089, acc: 92.7722, loss_bbox: 0.2192, loss: 0.5097 2022-10-25 00:29:18,865 - mmdet - INFO - Epoch [9][350/7330] lr: 3.000e-03, eta: 1:26:16, time: 0.183, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0516, loss_cls: 0.2073, acc: 92.8777, loss_bbox: 0.2183, loss: 0.5065 2022-10-25 00:29:27,652 - mmdet - INFO - Epoch [9][400/7330] lr: 3.000e-03, eta: 1:26:07, time: 0.176, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0508, loss_cls: 0.2036, acc: 93.1035, loss_bbox: 0.2105, loss: 0.4925 2022-10-25 00:29:36,475 - mmdet - INFO - Epoch [9][450/7330] lr: 3.000e-03, eta: 1:25:58, time: 0.176, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0511, loss_cls: 0.2024, acc: 93.1099, loss_bbox: 0.2156, loss: 0.4969 2022-10-25 00:29:45,197 - mmdet - INFO - Epoch [9][500/7330] lr: 3.000e-03, eta: 1:25:49, time: 0.174, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0480, loss_cls: 0.1962, acc: 93.2249, loss_bbox: 0.2091, loss: 0.4809 2022-10-25 00:29:54,236 - mmdet - INFO - Epoch [9][550/7330] lr: 3.000e-03, eta: 1:25:40, time: 0.181, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0530, loss_cls: 0.2071, acc: 92.9641, loss_bbox: 0.2200, loss: 0.5090 2022-10-25 00:30:03,199 - mmdet - INFO - Epoch [9][600/7330] lr: 3.000e-03, eta: 1:25:32, time: 0.179, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0499, loss_cls: 0.2038, acc: 93.0491, loss_bbox: 0.2125, loss: 0.4958 2022-10-25 00:30:11,973 - mmdet - INFO - Epoch [9][650/7330] lr: 3.000e-03, eta: 1:25:23, time: 0.175, data_time: 0.041, memory: 4157, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0498, loss_cls: 0.1964, acc: 93.2148, loss_bbox: 0.2158, loss: 0.4897 2022-10-25 00:30:20,823 - mmdet - INFO - Epoch [9][700/7330] lr: 3.000e-03, eta: 1:25:14, time: 0.177, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0487, loss_cls: 0.2049, acc: 92.9524, loss_bbox: 0.2153, loss: 0.4964 2022-10-25 00:30:29,790 - mmdet - INFO - Epoch [9][750/7330] lr: 3.000e-03, eta: 1:25:05, time: 0.179, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0529, loss_cls: 0.2034, acc: 92.9814, loss_bbox: 0.2210, loss: 0.5078 2022-10-25 00:30:38,754 - mmdet - INFO - Epoch [9][800/7330] lr: 3.000e-03, eta: 1:24:56, time: 0.179, data_time: 0.039, memory: 4157, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0525, loss_cls: 0.1934, acc: 93.3787, loss_bbox: 0.2085, loss: 0.4822 2022-10-25 00:30:47,940 - mmdet - INFO - Epoch [9][850/7330] lr: 3.000e-03, eta: 1:24:47, time: 0.184, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0532, loss_cls: 0.2008, acc: 93.1665, loss_bbox: 0.2138, loss: 0.4943 2022-10-25 00:30:56,775 - mmdet - INFO - Epoch [9][900/7330] lr: 3.000e-03, eta: 1:24:38, time: 0.177, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0515, loss_cls: 0.2109, acc: 92.6887, loss_bbox: 0.2227, loss: 0.5153 2022-10-25 00:31:06,225 - mmdet - INFO - Epoch [9][950/7330] lr: 3.000e-03, eta: 1:24:29, time: 0.189, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0528, loss_cls: 0.2081, acc: 92.9504, loss_bbox: 0.2206, loss: 0.5096 2022-10-25 00:31:15,153 - mmdet - INFO - Epoch [9][1000/7330] lr: 3.000e-03, eta: 1:24:20, time: 0.179, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0514, loss_cls: 0.2022, acc: 92.9724, loss_bbox: 0.2138, loss: 0.4962 2022-10-25 00:31:24,037 - mmdet - INFO - Epoch [9][1050/7330] lr: 3.000e-03, eta: 1:24:11, time: 0.178, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0503, loss_cls: 0.2010, acc: 93.0244, loss_bbox: 0.2174, loss: 0.4960 2022-10-25 00:31:32,824 - mmdet - INFO - Epoch [9][1100/7330] lr: 3.000e-03, eta: 1:24:02, time: 0.176, data_time: 0.041, memory: 4157, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0500, loss_cls: 0.1985, acc: 93.1729, loss_bbox: 0.2130, loss: 0.4888 2022-10-25 00:31:41,858 - mmdet - INFO - Epoch [9][1150/7330] lr: 3.000e-03, eta: 1:23:53, time: 0.181, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0514, loss_cls: 0.2038, acc: 92.9878, loss_bbox: 0.2168, loss: 0.4992 2022-10-25 00:31:50,857 - mmdet - INFO - Epoch [9][1200/7330] lr: 3.000e-03, eta: 1:23:45, time: 0.180, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0525, loss_cls: 0.2041, acc: 92.9500, loss_bbox: 0.2185, loss: 0.5018 2022-10-25 00:31:59,907 - mmdet - INFO - Epoch [9][1250/7330] lr: 3.000e-03, eta: 1:23:36, time: 0.181, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0529, loss_cls: 0.2026, acc: 92.8987, loss_bbox: 0.2195, loss: 0.5044 2022-10-25 00:32:08,943 - mmdet - INFO - Epoch [9][1300/7330] lr: 3.000e-03, eta: 1:23:27, time: 0.181, data_time: 0.039, memory: 4157, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0506, loss_cls: 0.2036, acc: 92.9622, loss_bbox: 0.2209, loss: 0.5035 2022-10-25 00:32:17,697 - mmdet - INFO - Epoch [9][1350/7330] lr: 3.000e-03, eta: 1:23:18, time: 0.175, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0505, loss_cls: 0.1962, acc: 93.2898, loss_bbox: 0.2109, loss: 0.4847 2022-10-25 00:32:26,579 - mmdet - INFO - Epoch [9][1400/7330] lr: 3.000e-03, eta: 1:23:09, time: 0.178, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0540, loss_cls: 0.2182, acc: 92.4072, loss_bbox: 0.2282, loss: 0.5300 2022-10-25 00:32:35,144 - mmdet - INFO - Epoch [9][1450/7330] lr: 3.000e-03, eta: 1:23:00, time: 0.171, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0484, loss_cls: 0.1979, acc: 93.1731, loss_bbox: 0.2144, loss: 0.4856 2022-10-25 00:32:44,013 - mmdet - INFO - Epoch [9][1500/7330] lr: 3.000e-03, eta: 1:22:51, time: 0.177, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0489, loss_cls: 0.1880, acc: 93.4817, loss_bbox: 0.2013, loss: 0.4633 2022-10-25 00:32:52,541 - mmdet - INFO - Epoch [9][1550/7330] lr: 3.000e-03, eta: 1:22:42, time: 0.171, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0469, loss_cls: 0.2008, acc: 93.0525, loss_bbox: 0.2177, loss: 0.4937 2022-10-25 00:33:01,808 - mmdet - INFO - Epoch [9][1600/7330] lr: 3.000e-03, eta: 1:22:33, time: 0.185, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0504, loss_cls: 0.1983, acc: 93.0847, loss_bbox: 0.2157, loss: 0.4932 2022-10-25 00:33:10,603 - mmdet - INFO - Epoch [9][1650/7330] lr: 3.000e-03, eta: 1:22:24, time: 0.176, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0496, loss_cls: 0.1954, acc: 93.2815, loss_bbox: 0.2068, loss: 0.4780 2022-10-25 00:33:19,095 - mmdet - INFO - Epoch [9][1700/7330] lr: 3.000e-03, eta: 1:22:15, time: 0.170, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0492, loss_cls: 0.2008, acc: 93.1758, loss_bbox: 0.2135, loss: 0.4907 2022-10-25 00:33:28,019 - mmdet - INFO - Epoch [9][1750/7330] lr: 3.000e-03, eta: 1:22:06, time: 0.178, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0536, loss_cls: 0.2054, acc: 92.9297, loss_bbox: 0.2236, loss: 0.5116 2022-10-25 00:33:36,874 - mmdet - INFO - Epoch [9][1800/7330] lr: 3.000e-03, eta: 1:21:57, time: 0.177, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0487, loss_cls: 0.1984, acc: 93.1941, loss_bbox: 0.2153, loss: 0.4887 2022-10-25 00:33:45,730 - mmdet - INFO - Epoch [9][1850/7330] lr: 3.000e-03, eta: 1:21:48, time: 0.177, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0468, loss_cls: 0.1905, acc: 93.3572, loss_bbox: 0.2081, loss: 0.4714 2022-10-25 00:33:54,703 - mmdet - INFO - Epoch [9][1900/7330] lr: 3.000e-03, eta: 1:21:39, time: 0.179, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0519, loss_cls: 0.1997, acc: 93.0991, loss_bbox: 0.2077, loss: 0.4874 2022-10-25 00:34:03,404 - mmdet - INFO - Epoch [9][1950/7330] lr: 3.000e-03, eta: 1:21:30, time: 0.174, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0516, loss_cls: 0.2001, acc: 93.0364, loss_bbox: 0.2208, loss: 0.4994 2022-10-25 00:34:12,331 - mmdet - INFO - Epoch [9][2000/7330] lr: 3.000e-03, eta: 1:21:21, time: 0.179, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0489, loss_cls: 0.2085, acc: 92.9446, loss_bbox: 0.2181, loss: 0.5029 2022-10-25 00:34:21,467 - mmdet - INFO - Epoch [9][2050/7330] lr: 3.000e-03, eta: 1:21:12, time: 0.183, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0502, loss_cls: 0.2063, acc: 92.9331, loss_bbox: 0.2193, loss: 0.5031 2022-10-25 00:34:30,496 - mmdet - INFO - Epoch [9][2100/7330] lr: 3.000e-03, eta: 1:21:03, time: 0.181, data_time: 0.040, memory: 4157, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0535, loss_cls: 0.1980, acc: 93.0896, loss_bbox: 0.2174, loss: 0.4969 2022-10-25 00:34:39,309 - mmdet - INFO - Epoch [9][2150/7330] lr: 3.000e-03, eta: 1:20:54, time: 0.176, data_time: 0.039, memory: 4157, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0531, loss_cls: 0.2068, acc: 92.8865, loss_bbox: 0.2250, loss: 0.5137 2022-10-25 00:34:48,084 - mmdet - INFO - Epoch [9][2200/7330] lr: 3.000e-03, eta: 1:20:45, time: 0.176, data_time: 0.039, memory: 4157, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0488, loss_cls: 0.1961, acc: 93.1794, loss_bbox: 0.2173, loss: 0.4884 2022-10-25 00:34:56,998 - mmdet - INFO - Epoch [9][2250/7330] lr: 3.000e-03, eta: 1:20:36, time: 0.178, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0479, loss_cls: 0.1932, acc: 93.2319, loss_bbox: 0.2083, loss: 0.4747 2022-10-25 00:35:05,833 - mmdet - INFO - Epoch [9][2300/7330] lr: 3.000e-03, eta: 1:20:27, time: 0.177, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0484, loss_cls: 0.1881, acc: 93.4395, loss_bbox: 0.2060, loss: 0.4684 2022-10-25 00:35:14,694 - mmdet - INFO - Epoch [9][2350/7330] lr: 3.000e-03, eta: 1:20:18, time: 0.177, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0482, loss_cls: 0.1977, acc: 93.2747, loss_bbox: 0.2097, loss: 0.4816 2022-10-25 00:35:23,554 - mmdet - INFO - Epoch [9][2400/7330] lr: 3.000e-03, eta: 1:20:09, time: 0.177, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0472, loss_cls: 0.1937, acc: 93.3755, loss_bbox: 0.2102, loss: 0.4772 2022-10-25 00:35:32,531 - mmdet - INFO - Epoch [9][2450/7330] lr: 3.000e-03, eta: 1:20:00, time: 0.180, data_time: 0.039, memory: 4157, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0511, loss_cls: 0.2072, acc: 92.9490, loss_bbox: 0.2219, loss: 0.5093 2022-10-25 00:35:41,367 - mmdet - INFO - Epoch [9][2500/7330] lr: 3.000e-03, eta: 1:19:51, time: 0.177, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0511, loss_cls: 0.2031, acc: 93.0085, loss_bbox: 0.2178, loss: 0.5033 2022-10-25 00:35:50,391 - mmdet - INFO - Epoch [9][2550/7330] lr: 3.000e-03, eta: 1:19:43, time: 0.180, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0510, loss_cls: 0.2019, acc: 93.0200, loss_bbox: 0.2143, loss: 0.4937 2022-10-25 00:35:59,261 - mmdet - INFO - Epoch [9][2600/7330] lr: 3.000e-03, eta: 1:19:34, time: 0.177, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0479, loss_cls: 0.1903, acc: 93.2993, loss_bbox: 0.2078, loss: 0.4718 2022-10-25 00:36:07,974 - mmdet - INFO - Epoch [9][2650/7330] lr: 3.000e-03, eta: 1:19:25, time: 0.174, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0507, loss_cls: 0.2023, acc: 93.0149, loss_bbox: 0.2219, loss: 0.5016 2022-10-25 00:36:17,112 - mmdet - INFO - Epoch [9][2700/7330] lr: 3.000e-03, eta: 1:19:16, time: 0.183, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0503, loss_cls: 0.2023, acc: 92.9924, loss_bbox: 0.2236, loss: 0.5035 2022-10-25 00:36:26,150 - mmdet - INFO - Epoch [9][2750/7330] lr: 3.000e-03, eta: 1:19:07, time: 0.181, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0498, loss_cls: 0.1929, acc: 93.1914, loss_bbox: 0.2103, loss: 0.4786 2022-10-25 00:36:34,951 - mmdet - INFO - Epoch [9][2800/7330] lr: 3.000e-03, eta: 1:18:58, time: 0.176, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0490, loss_cls: 0.1938, acc: 93.2881, loss_bbox: 0.2087, loss: 0.4775 2022-10-25 00:36:43,879 - mmdet - INFO - Epoch [9][2850/7330] lr: 3.000e-03, eta: 1:18:49, time: 0.179, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0486, loss_cls: 0.1901, acc: 93.3843, loss_bbox: 0.2104, loss: 0.4746 2022-10-25 00:36:52,847 - mmdet - INFO - Epoch [9][2900/7330] lr: 3.000e-03, eta: 1:18:40, time: 0.179, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0505, loss_cls: 0.1961, acc: 93.1052, loss_bbox: 0.2170, loss: 0.4913 2022-10-25 00:37:01,907 - mmdet - INFO - Epoch [9][2950/7330] lr: 3.000e-03, eta: 1:18:31, time: 0.181, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0515, loss_cls: 0.2112, acc: 92.6670, loss_bbox: 0.2261, loss: 0.5184 2022-10-25 00:37:10,887 - mmdet - INFO - Epoch [9][3000/7330] lr: 3.000e-03, eta: 1:18:22, time: 0.180, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0483, loss_cls: 0.1975, acc: 93.1338, loss_bbox: 0.2102, loss: 0.4818 2022-10-25 00:37:19,690 - mmdet - INFO - Epoch [9][3050/7330] lr: 3.000e-03, eta: 1:18:13, time: 0.176, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0517, loss_cls: 0.2065, acc: 92.9473, loss_bbox: 0.2184, loss: 0.5045 2022-10-25 00:37:28,621 - mmdet - INFO - Epoch [9][3100/7330] lr: 3.000e-03, eta: 1:18:04, time: 0.179, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0509, loss_cls: 0.2044, acc: 93.0107, loss_bbox: 0.2165, loss: 0.4987 2022-10-25 00:37:37,709 - mmdet - INFO - Epoch [9][3150/7330] lr: 3.000e-03, eta: 1:17:55, time: 0.182, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0478, loss_cls: 0.1976, acc: 93.1616, loss_bbox: 0.2114, loss: 0.4830 2022-10-25 00:37:46,816 - mmdet - INFO - Epoch [9][3200/7330] lr: 3.000e-03, eta: 1:17:47, time: 0.182, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0508, loss_cls: 0.1957, acc: 93.1963, loss_bbox: 0.2121, loss: 0.4861 2022-10-25 00:37:55,768 - mmdet - INFO - Epoch [9][3250/7330] lr: 3.000e-03, eta: 1:17:38, time: 0.179, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0504, loss_cls: 0.1957, acc: 93.2434, loss_bbox: 0.2148, loss: 0.4879 2022-10-25 00:38:04,906 - mmdet - INFO - Epoch [9][3300/7330] lr: 3.000e-03, eta: 1:17:29, time: 0.183, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0501, loss_cls: 0.2072, acc: 92.9087, loss_bbox: 0.2206, loss: 0.5044 2022-10-25 00:38:14,072 - mmdet - INFO - Epoch [9][3350/7330] lr: 3.000e-03, eta: 1:17:20, time: 0.183, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0512, loss_cls: 0.2019, acc: 93.0325, loss_bbox: 0.2220, loss: 0.5023 2022-10-25 00:38:23,307 - mmdet - INFO - Epoch [9][3400/7330] lr: 3.000e-03, eta: 1:17:11, time: 0.185, data_time: 0.039, memory: 4157, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0515, loss_cls: 0.1987, acc: 93.1733, loss_bbox: 0.2154, loss: 0.4933 2022-10-25 00:38:32,230 - mmdet - INFO - Epoch [9][3450/7330] lr: 3.000e-03, eta: 1:17:02, time: 0.178, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0461, loss_cls: 0.1935, acc: 93.2754, loss_bbox: 0.2124, loss: 0.4768 2022-10-25 00:38:41,095 - mmdet - INFO - Epoch [9][3500/7330] lr: 3.000e-03, eta: 1:16:53, time: 0.177, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0493, loss_cls: 0.1910, acc: 93.3892, loss_bbox: 0.2078, loss: 0.4733 2022-10-25 00:38:50,083 - mmdet - INFO - Epoch [9][3550/7330] lr: 3.000e-03, eta: 1:16:44, time: 0.180, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0507, loss_cls: 0.1932, acc: 93.2319, loss_bbox: 0.2175, loss: 0.4875 2022-10-25 00:38:59,030 - mmdet - INFO - Epoch [9][3600/7330] lr: 3.000e-03, eta: 1:16:35, time: 0.179, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0503, loss_cls: 0.1881, acc: 93.5002, loss_bbox: 0.2053, loss: 0.4701 2022-10-25 00:39:07,776 - mmdet - INFO - Epoch [9][3650/7330] lr: 3.000e-03, eta: 1:16:26, time: 0.175, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0491, loss_cls: 0.1903, acc: 93.4812, loss_bbox: 0.2087, loss: 0.4741 2022-10-25 00:39:16,786 - mmdet - INFO - Epoch [9][3700/7330] lr: 3.000e-03, eta: 1:16:17, time: 0.180, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0505, loss_cls: 0.2035, acc: 92.9890, loss_bbox: 0.2178, loss: 0.4991 2022-10-25 00:39:25,708 - mmdet - INFO - Epoch [9][3750/7330] lr: 3.000e-03, eta: 1:16:09, time: 0.178, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0476, loss_cls: 0.1922, acc: 93.3364, loss_bbox: 0.2083, loss: 0.4742 2022-10-25 00:39:34,929 - mmdet - INFO - Epoch [9][3800/7330] lr: 3.000e-03, eta: 1:16:00, time: 0.184, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0518, loss_cls: 0.1992, acc: 93.1230, loss_bbox: 0.2167, loss: 0.4949 2022-10-25 00:39:43,606 - mmdet - INFO - Epoch [9][3850/7330] lr: 3.000e-03, eta: 1:15:51, time: 0.174, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0478, loss_cls: 0.1875, acc: 93.5620, loss_bbox: 0.1990, loss: 0.4602 2022-10-25 00:39:52,449 - mmdet - INFO - Epoch [9][3900/7330] lr: 3.000e-03, eta: 1:15:42, time: 0.177, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0495, loss_cls: 0.1977, acc: 93.1736, loss_bbox: 0.2131, loss: 0.4868 2022-10-25 00:40:01,389 - mmdet - INFO - Epoch [9][3950/7330] lr: 3.000e-03, eta: 1:15:33, time: 0.179, data_time: 0.039, memory: 4157, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0488, loss_cls: 0.1927, acc: 93.2375, loss_bbox: 0.2161, loss: 0.4827 2022-10-25 00:40:10,128 - mmdet - INFO - Epoch [9][4000/7330] lr: 3.000e-03, eta: 1:15:24, time: 0.175, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0484, loss_cls: 0.1972, acc: 93.2466, loss_bbox: 0.2103, loss: 0.4819 2022-10-25 00:40:19,098 - mmdet - INFO - Epoch [9][4050/7330] lr: 3.000e-03, eta: 1:15:15, time: 0.179, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0535, loss_cls: 0.2091, acc: 92.7874, loss_bbox: 0.2253, loss: 0.5166 2022-10-25 00:40:28,326 - mmdet - INFO - Epoch [9][4100/7330] lr: 3.000e-03, eta: 1:15:06, time: 0.185, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0511, loss_cls: 0.1887, acc: 93.3667, loss_bbox: 0.2091, loss: 0.4763 2022-10-25 00:40:37,506 - mmdet - INFO - Epoch [9][4150/7330] lr: 3.000e-03, eta: 1:14:57, time: 0.184, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0504, loss_cls: 0.1997, acc: 93.0691, loss_bbox: 0.2173, loss: 0.4964 2022-10-25 00:40:46,067 - mmdet - INFO - Epoch [9][4200/7330] lr: 3.000e-03, eta: 1:14:48, time: 0.171, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0486, loss_cls: 0.1893, acc: 93.4180, loss_bbox: 0.2044, loss: 0.4674 2022-10-25 00:40:55,305 - mmdet - INFO - Epoch [9][4250/7330] lr: 3.000e-03, eta: 1:14:39, time: 0.185, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0511, loss_cls: 0.1917, acc: 93.1799, loss_bbox: 0.2126, loss: 0.4817 2022-10-25 00:41:04,391 - mmdet - INFO - Epoch [9][4300/7330] lr: 3.000e-03, eta: 1:14:30, time: 0.182, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0528, loss_cls: 0.2044, acc: 93.0442, loss_bbox: 0.2175, loss: 0.5040 2022-10-25 00:41:13,109 - mmdet - INFO - Epoch [9][4350/7330] lr: 3.000e-03, eta: 1:14:21, time: 0.174, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0491, loss_cls: 0.1863, acc: 93.4978, loss_bbox: 0.2068, loss: 0.4688 2022-10-25 00:41:21,807 - mmdet - INFO - Epoch [9][4400/7330] lr: 3.000e-03, eta: 1:14:12, time: 0.174, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0496, loss_cls: 0.1926, acc: 93.5027, loss_bbox: 0.2060, loss: 0.4735 2022-10-25 00:41:30,684 - mmdet - INFO - Epoch [9][4450/7330] lr: 3.000e-03, eta: 1:14:03, time: 0.177, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0485, loss_cls: 0.1966, acc: 93.1562, loss_bbox: 0.2111, loss: 0.4820 2022-10-25 00:41:39,790 - mmdet - INFO - Epoch [9][4500/7330] lr: 3.000e-03, eta: 1:13:55, time: 0.182, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0515, loss_cls: 0.1906, acc: 93.4304, loss_bbox: 0.2056, loss: 0.4741 2022-10-25 00:41:48,691 - mmdet - INFO - Epoch [9][4550/7330] lr: 3.000e-03, eta: 1:13:46, time: 0.178, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0492, loss_cls: 0.1984, acc: 93.1523, loss_bbox: 0.2189, loss: 0.4925 2022-10-25 00:41:57,967 - mmdet - INFO - Epoch [9][4600/7330] lr: 3.000e-03, eta: 1:13:37, time: 0.185, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0505, loss_cls: 0.1988, acc: 93.0355, loss_bbox: 0.2156, loss: 0.4928 2022-10-25 00:42:06,960 - mmdet - INFO - Epoch [9][4650/7330] lr: 3.000e-03, eta: 1:13:28, time: 0.180, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0487, loss_cls: 0.1996, acc: 93.1094, loss_bbox: 0.2202, loss: 0.4958 2022-10-25 00:42:15,776 - mmdet - INFO - Epoch [9][4700/7330] lr: 3.000e-03, eta: 1:13:19, time: 0.176, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0528, loss_cls: 0.2002, acc: 92.9570, loss_bbox: 0.2207, loss: 0.5004 2022-10-25 00:42:24,534 - mmdet - INFO - Epoch [9][4750/7330] lr: 3.000e-03, eta: 1:13:10, time: 0.175, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0483, loss_cls: 0.1979, acc: 93.1111, loss_bbox: 0.2177, loss: 0.4903 2022-10-25 00:42:33,332 - mmdet - INFO - Epoch [9][4800/7330] lr: 3.000e-03, eta: 1:13:01, time: 0.176, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0487, loss_cls: 0.1934, acc: 93.2803, loss_bbox: 0.2129, loss: 0.4802 2022-10-25 00:42:42,090 - mmdet - INFO - Epoch [9][4850/7330] lr: 3.000e-03, eta: 1:12:52, time: 0.175, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0499, loss_cls: 0.1926, acc: 93.2554, loss_bbox: 0.2137, loss: 0.4818 2022-10-25 00:42:51,224 - mmdet - INFO - Epoch [9][4900/7330] lr: 3.000e-03, eta: 1:12:43, time: 0.183, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0512, loss_cls: 0.2026, acc: 92.9778, loss_bbox: 0.2221, loss: 0.5034 2022-10-25 00:43:00,092 - mmdet - INFO - Epoch [9][4950/7330] lr: 3.000e-03, eta: 1:12:34, time: 0.177, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0512, loss_cls: 0.2022, acc: 93.0757, loss_bbox: 0.2190, loss: 0.5016 2022-10-25 00:43:08,950 - mmdet - INFO - Epoch [9][5000/7330] lr: 3.000e-03, eta: 1:12:25, time: 0.177, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0498, loss_cls: 0.1976, acc: 93.0981, loss_bbox: 0.2127, loss: 0.4857 2022-10-25 00:43:17,578 - mmdet - INFO - Epoch [9][5050/7330] lr: 3.000e-03, eta: 1:12:16, time: 0.173, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0478, loss_cls: 0.1923, acc: 93.4221, loss_bbox: 0.2041, loss: 0.4682 2022-10-25 00:43:26,458 - mmdet - INFO - Epoch [9][5100/7330] lr: 3.000e-03, eta: 1:12:07, time: 0.178, data_time: 0.042, memory: 4157, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0489, loss_cls: 0.2003, acc: 93.1082, loss_bbox: 0.2154, loss: 0.4920 2022-10-25 00:43:35,485 - mmdet - INFO - Epoch [9][5150/7330] lr: 3.000e-03, eta: 1:11:58, time: 0.181, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0478, loss_cls: 0.1924, acc: 93.4170, loss_bbox: 0.2049, loss: 0.4708 2022-10-25 00:43:44,112 - mmdet - INFO - Epoch [9][5200/7330] lr: 3.000e-03, eta: 1:11:49, time: 0.173, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0497, loss_cls: 0.2042, acc: 92.9319, loss_bbox: 0.2151, loss: 0.4963 2022-10-25 00:43:53,287 - mmdet - INFO - Epoch [9][5250/7330] lr: 3.000e-03, eta: 1:11:40, time: 0.183, data_time: 0.041, memory: 4157, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0521, loss_cls: 0.2033, acc: 92.8372, loss_bbox: 0.2198, loss: 0.5022 2022-10-25 00:44:02,117 - mmdet - INFO - Epoch [9][5300/7330] lr: 3.000e-03, eta: 1:11:31, time: 0.177, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0506, loss_cls: 0.1896, acc: 93.3591, loss_bbox: 0.2049, loss: 0.4705 2022-10-25 00:44:10,967 - mmdet - INFO - Epoch [9][5350/7330] lr: 3.000e-03, eta: 1:11:22, time: 0.177, data_time: 0.041, memory: 4157, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0506, loss_cls: 0.2050, acc: 92.8215, loss_bbox: 0.2205, loss: 0.5039 2022-10-25 00:44:19,939 - mmdet - INFO - Epoch [9][5400/7330] lr: 3.000e-03, eta: 1:11:13, time: 0.179, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0495, loss_cls: 0.1987, acc: 93.0601, loss_bbox: 0.2181, loss: 0.4915 2022-10-25 00:44:28,857 - mmdet - INFO - Epoch [9][5450/7330] lr: 3.000e-03, eta: 1:11:05, time: 0.178, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0494, loss_cls: 0.1980, acc: 93.1162, loss_bbox: 0.2141, loss: 0.4876 2022-10-25 00:44:37,516 - mmdet - INFO - Epoch [9][5500/7330] lr: 3.000e-03, eta: 1:10:55, time: 0.173, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0478, loss_cls: 0.1931, acc: 93.3242, loss_bbox: 0.2093, loss: 0.4754 2022-10-25 00:44:46,547 - mmdet - INFO - Epoch [9][5550/7330] lr: 3.000e-03, eta: 1:10:47, time: 0.181, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0494, loss_cls: 0.1973, acc: 93.0432, loss_bbox: 0.2116, loss: 0.4832 2022-10-25 00:44:55,398 - mmdet - INFO - Epoch [9][5600/7330] lr: 3.000e-03, eta: 1:10:38, time: 0.177, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0485, loss_cls: 0.1942, acc: 93.3225, loss_bbox: 0.2136, loss: 0.4813 2022-10-25 00:45:04,023 - mmdet - INFO - Epoch [9][5650/7330] lr: 3.000e-03, eta: 1:10:29, time: 0.172, data_time: 0.027, memory: 4157, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0436, loss_cls: 0.1910, acc: 93.4670, loss_bbox: 0.2023, loss: 0.4600 2022-10-25 00:45:13,014 - mmdet - INFO - Epoch [9][5700/7330] lr: 3.000e-03, eta: 1:10:20, time: 0.180, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0522, loss_cls: 0.2053, acc: 93.0647, loss_bbox: 0.2141, loss: 0.5005 2022-10-25 00:45:21,944 - mmdet - INFO - Epoch [9][5750/7330] lr: 3.000e-03, eta: 1:10:11, time: 0.179, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0490, loss_cls: 0.1938, acc: 93.3069, loss_bbox: 0.2113, loss: 0.4801 2022-10-25 00:45:30,769 - mmdet - INFO - Epoch [9][5800/7330] lr: 3.000e-03, eta: 1:10:02, time: 0.177, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0476, loss_cls: 0.1929, acc: 93.2083, loss_bbox: 0.2107, loss: 0.4772 2022-10-25 00:45:39,828 - mmdet - INFO - Epoch [9][5850/7330] lr: 3.000e-03, eta: 1:09:53, time: 0.181, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0523, loss_cls: 0.2014, acc: 93.0364, loss_bbox: 0.2194, loss: 0.5007 2022-10-25 00:45:48,817 - mmdet - INFO - Epoch [9][5900/7330] lr: 3.000e-03, eta: 1:09:44, time: 0.180, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0487, loss_cls: 0.1924, acc: 93.2930, loss_bbox: 0.2128, loss: 0.4793 2022-10-25 00:45:57,770 - mmdet - INFO - Epoch [9][5950/7330] lr: 3.000e-03, eta: 1:09:35, time: 0.179, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0528, loss_cls: 0.2005, acc: 92.9575, loss_bbox: 0.2182, loss: 0.4969 2022-10-25 00:46:06,651 - mmdet - INFO - Epoch [9][6000/7330] lr: 3.000e-03, eta: 1:09:26, time: 0.178, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0523, loss_cls: 0.2047, acc: 92.9419, loss_bbox: 0.2197, loss: 0.5060 2022-10-25 00:46:15,452 - mmdet - INFO - Epoch [9][6050/7330] lr: 3.000e-03, eta: 1:09:17, time: 0.176, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0504, loss_cls: 0.1934, acc: 93.3032, loss_bbox: 0.2133, loss: 0.4842 2022-10-25 00:46:24,428 - mmdet - INFO - Epoch [9][6100/7330] lr: 3.000e-03, eta: 1:09:08, time: 0.180, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0504, loss_cls: 0.1906, acc: 93.4028, loss_bbox: 0.2079, loss: 0.4752 2022-10-25 00:46:33,258 - mmdet - INFO - Epoch [9][6150/7330] lr: 3.000e-03, eta: 1:08:59, time: 0.177, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0501, loss_cls: 0.1898, acc: 93.4023, loss_bbox: 0.2073, loss: 0.4722 2022-10-25 00:46:42,259 - mmdet - INFO - Epoch [9][6200/7330] lr: 3.000e-03, eta: 1:08:50, time: 0.180, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0515, loss_cls: 0.1990, acc: 93.1318, loss_bbox: 0.2150, loss: 0.4917 2022-10-25 00:46:51,198 - mmdet - INFO - Epoch [9][6250/7330] lr: 3.000e-03, eta: 1:08:41, time: 0.179, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0482, loss_cls: 0.1935, acc: 93.3630, loss_bbox: 0.2086, loss: 0.4763 2022-10-25 00:47:00,096 - mmdet - INFO - Epoch [9][6300/7330] lr: 3.000e-03, eta: 1:08:32, time: 0.178, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0479, loss_cls: 0.1825, acc: 93.6252, loss_bbox: 0.1986, loss: 0.4528 2022-10-25 00:47:09,055 - mmdet - INFO - Epoch [9][6350/7330] lr: 3.000e-03, eta: 1:08:23, time: 0.179, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0505, loss_cls: 0.1962, acc: 93.1792, loss_bbox: 0.2184, loss: 0.4918 2022-10-25 00:47:18,250 - mmdet - INFO - Epoch [9][6400/7330] lr: 3.000e-03, eta: 1:08:15, time: 0.184, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0479, loss_cls: 0.1888, acc: 93.4497, loss_bbox: 0.2066, loss: 0.4677 2022-10-25 00:47:26,959 - mmdet - INFO - Epoch [9][6450/7330] lr: 3.000e-03, eta: 1:08:06, time: 0.174, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0479, loss_cls: 0.1906, acc: 93.2493, loss_bbox: 0.2135, loss: 0.4777 2022-10-25 00:47:35,612 - mmdet - INFO - Epoch [9][6500/7330] lr: 3.000e-03, eta: 1:07:57, time: 0.173, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0502, loss_cls: 0.1955, acc: 93.1753, loss_bbox: 0.2115, loss: 0.4837 2022-10-25 00:47:44,286 - mmdet - INFO - Epoch [9][6550/7330] lr: 3.000e-03, eta: 1:07:48, time: 0.173, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0475, loss_cls: 0.1848, acc: 93.6592, loss_bbox: 0.1974, loss: 0.4564 2022-10-25 00:47:53,423 - mmdet - INFO - Epoch [9][6600/7330] lr: 3.000e-03, eta: 1:07:39, time: 0.183, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0496, loss_cls: 0.1972, acc: 93.1606, loss_bbox: 0.2148, loss: 0.4889 2022-10-25 00:48:02,186 - mmdet - INFO - Epoch [9][6650/7330] lr: 3.000e-03, eta: 1:07:30, time: 0.175, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0528, loss_cls: 0.1967, acc: 93.1050, loss_bbox: 0.2199, loss: 0.4977 2022-10-25 00:48:11,075 - mmdet - INFO - Epoch [9][6700/7330] lr: 3.000e-03, eta: 1:07:21, time: 0.178, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0493, loss_cls: 0.1918, acc: 93.3462, loss_bbox: 0.2109, loss: 0.4784 2022-10-25 00:48:20,144 - mmdet - INFO - Epoch [9][6750/7330] lr: 3.000e-03, eta: 1:07:12, time: 0.181, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0495, loss_cls: 0.1862, acc: 93.4038, loss_bbox: 0.2105, loss: 0.4741 2022-10-25 00:48:28,711 - mmdet - INFO - Epoch [9][6800/7330] lr: 3.000e-03, eta: 1:07:03, time: 0.171, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0478, loss_cls: 0.1966, acc: 93.1589, loss_bbox: 0.2114, loss: 0.4817 2022-10-25 00:48:37,737 - mmdet - INFO - Epoch [9][6850/7330] lr: 3.000e-03, eta: 1:06:54, time: 0.181, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0500, loss_cls: 0.1991, acc: 92.9929, loss_bbox: 0.2154, loss: 0.4921 2022-10-25 00:48:46,912 - mmdet - INFO - Epoch [9][6900/7330] lr: 3.000e-03, eta: 1:06:45, time: 0.183, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0534, loss_cls: 0.2010, acc: 93.0198, loss_bbox: 0.2180, loss: 0.4987 2022-10-25 00:48:55,775 - mmdet - INFO - Epoch [9][6950/7330] lr: 3.000e-03, eta: 1:06:36, time: 0.177, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0503, loss_cls: 0.1955, acc: 93.1619, loss_bbox: 0.2139, loss: 0.4861 2022-10-25 00:49:04,687 - mmdet - INFO - Epoch [9][7000/7330] lr: 3.000e-03, eta: 1:06:27, time: 0.178, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0515, loss_cls: 0.1946, acc: 93.2583, loss_bbox: 0.2113, loss: 0.4825 2022-10-25 00:49:13,492 - mmdet - INFO - Epoch [9][7050/7330] lr: 3.000e-03, eta: 1:06:18, time: 0.176, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0492, loss_cls: 0.1979, acc: 93.2266, loss_bbox: 0.2138, loss: 0.4870 2022-10-25 00:49:22,218 - mmdet - INFO - Epoch [9][7100/7330] lr: 3.000e-03, eta: 1:06:09, time: 0.174, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0494, loss_cls: 0.1907, acc: 93.4514, loss_bbox: 0.2041, loss: 0.4692 2022-10-25 00:49:31,128 - mmdet - INFO - Epoch [9][7150/7330] lr: 3.000e-03, eta: 1:06:00, time: 0.178, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0486, loss_cls: 0.1925, acc: 93.3206, loss_bbox: 0.2089, loss: 0.4748 2022-10-25 00:49:40,295 - mmdet - INFO - Epoch [9][7200/7330] lr: 3.000e-03, eta: 1:05:51, time: 0.183, data_time: 0.044, memory: 4157, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0502, loss_cls: 0.1992, acc: 93.0437, loss_bbox: 0.2201, loss: 0.4962 2022-10-25 00:49:49,280 - mmdet - INFO - Epoch [9][7250/7330] lr: 3.000e-03, eta: 1:05:43, time: 0.180, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0476, loss_cls: 0.1979, acc: 93.2607, loss_bbox: 0.2120, loss: 0.4823 2022-10-25 00:49:58,236 - mmdet - INFO - Epoch [9][7300/7330] lr: 3.000e-03, eta: 1:05:34, time: 0.179, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0499, loss_cls: 0.1905, acc: 93.2527, loss_bbox: 0.2102, loss: 0.4757 2022-10-25 00:50:03,729 - mmdet - INFO - Saving checkpoint at 9 epochs 2022-10-25 00:50:28,272 - mmdet - INFO - Evaluating bbox... 2022-10-25 00:50:57,782 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.378 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.579 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.410 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.216 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.413 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.488 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.522 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.522 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.522 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.321 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.562 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.664 2022-10-25 00:50:58,131 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_faster-rcnn_1x_coco_lr3e-2_wd5e-5_keep-all/best_bbox_mAP_epoch_8.pth was removed 2022-10-25 00:50:58,879 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_9.pth. 2022-10-25 00:50:58,879 - mmdet - INFO - Best bbox_mAP is 0.3780 at 9 epoch. 2022-10-25 00:50:58,880 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-25 00:50:58,880 - mmdet - INFO - Epoch(val) [9][625] bbox_mAP: 0.3780, bbox_mAP_50: 0.5790, bbox_mAP_75: 0.4100, bbox_mAP_s: 0.2160, bbox_mAP_m: 0.4130, bbox_mAP_l: 0.4880, bbox_mAP_copypaste: 0.378 0.579 0.410 0.216 0.413 0.488 2022-10-25 00:51:11,471 - mmdet - INFO - Epoch [10][50/7330] lr: 3.000e-03, eta: 1:05:19, time: 0.251, data_time: 0.096, memory: 4157, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0494, loss_cls: 0.1912, acc: 93.2346, loss_bbox: 0.2105, loss: 0.4753 2022-10-25 00:51:20,716 - mmdet - INFO - Epoch [10][100/7330] lr: 3.000e-03, eta: 1:05:10, time: 0.185, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0471, loss_cls: 0.1861, acc: 93.5051, loss_bbox: 0.2059, loss: 0.4636 2022-10-25 00:51:30,209 - mmdet - INFO - Epoch [10][150/7330] lr: 3.000e-03, eta: 1:05:01, time: 0.190, data_time: 0.040, memory: 4157, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0519, loss_cls: 0.1956, acc: 93.1553, loss_bbox: 0.2163, loss: 0.4907 2022-10-25 00:51:39,369 - mmdet - INFO - Epoch [10][200/7330] lr: 3.000e-03, eta: 1:04:52, time: 0.183, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0485, loss_cls: 0.1870, acc: 93.4297, loss_bbox: 0.2090, loss: 0.4683 2022-10-25 00:51:48,886 - mmdet - INFO - Epoch [10][250/7330] lr: 3.000e-03, eta: 1:04:44, time: 0.190, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0486, loss_cls: 0.1858, acc: 93.4834, loss_bbox: 0.2056, loss: 0.4636 2022-10-25 00:51:57,987 - mmdet - INFO - Epoch [10][300/7330] lr: 3.000e-03, eta: 1:04:35, time: 0.182, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0474, loss_cls: 0.1868, acc: 93.4404, loss_bbox: 0.2057, loss: 0.4647 2022-10-25 00:52:07,310 - mmdet - INFO - Epoch [10][350/7330] lr: 3.000e-03, eta: 1:04:26, time: 0.186, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0484, loss_cls: 0.1923, acc: 93.1951, loss_bbox: 0.2143, loss: 0.4797 2022-10-25 00:52:16,563 - mmdet - INFO - Epoch [10][400/7330] lr: 3.000e-03, eta: 1:04:17, time: 0.185, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0477, loss_cls: 0.1851, acc: 93.5166, loss_bbox: 0.2054, loss: 0.4644 2022-10-25 00:52:25,612 - mmdet - INFO - Epoch [10][450/7330] lr: 3.000e-03, eta: 1:04:08, time: 0.181, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0475, loss_cls: 0.1851, acc: 93.4463, loss_bbox: 0.2070, loss: 0.4635 2022-10-25 00:52:34,491 - mmdet - INFO - Epoch [10][500/7330] lr: 3.000e-03, eta: 1:03:59, time: 0.178, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0493, loss_cls: 0.1958, acc: 93.1375, loss_bbox: 0.2193, loss: 0.4885 2022-10-25 00:52:43,319 - mmdet - INFO - Epoch [10][550/7330] lr: 3.000e-03, eta: 1:03:50, time: 0.177, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0471, loss_cls: 0.1869, acc: 93.5698, loss_bbox: 0.2061, loss: 0.4654 2022-10-25 00:52:52,109 - mmdet - INFO - Epoch [10][600/7330] lr: 3.000e-03, eta: 1:03:41, time: 0.176, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0492, loss_cls: 0.1956, acc: 93.2307, loss_bbox: 0.2135, loss: 0.4828 2022-10-25 00:53:01,144 - mmdet - INFO - Epoch [10][650/7330] lr: 3.000e-03, eta: 1:03:32, time: 0.181, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0491, loss_cls: 0.1949, acc: 93.1653, loss_bbox: 0.2156, loss: 0.4839 2022-10-25 00:53:10,241 - mmdet - INFO - Epoch [10][700/7330] lr: 3.000e-03, eta: 1:03:23, time: 0.182, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0519, loss_cls: 0.1959, acc: 93.2451, loss_bbox: 0.2163, loss: 0.4922 2022-10-25 00:53:19,467 - mmdet - INFO - Epoch [10][750/7330] lr: 3.000e-03, eta: 1:03:15, time: 0.185, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0519, loss_cls: 0.1965, acc: 93.1777, loss_bbox: 0.2153, loss: 0.4895 2022-10-25 00:53:28,729 - mmdet - INFO - Epoch [10][800/7330] lr: 3.000e-03, eta: 1:03:06, time: 0.185, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0463, loss_cls: 0.1882, acc: 93.4941, loss_bbox: 0.2099, loss: 0.4682 2022-10-25 00:53:37,605 - mmdet - INFO - Epoch [10][850/7330] lr: 3.000e-03, eta: 1:02:57, time: 0.178, data_time: 0.040, memory: 4157, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0492, loss_cls: 0.1936, acc: 93.2063, loss_bbox: 0.2173, loss: 0.4858 2022-10-25 00:53:46,651 - mmdet - INFO - Epoch [10][900/7330] lr: 3.000e-03, eta: 1:02:48, time: 0.181, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0506, loss_cls: 0.1921, acc: 93.3462, loss_bbox: 0.2111, loss: 0.4796 2022-10-25 00:53:55,898 - mmdet - INFO - Epoch [10][950/7330] lr: 3.000e-03, eta: 1:02:39, time: 0.185, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0486, loss_cls: 0.1874, acc: 93.4478, loss_bbox: 0.2070, loss: 0.4677 2022-10-25 00:54:04,775 - mmdet - INFO - Epoch [10][1000/7330] lr: 3.000e-03, eta: 1:02:30, time: 0.178, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0496, loss_cls: 0.1878, acc: 93.2778, loss_bbox: 0.2097, loss: 0.4734 2022-10-25 00:54:13,770 - mmdet - INFO - Epoch [10][1050/7330] lr: 3.000e-03, eta: 1:02:21, time: 0.180, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0487, loss_cls: 0.1882, acc: 93.4275, loss_bbox: 0.2036, loss: 0.4645 2022-10-25 00:54:22,612 - mmdet - INFO - Epoch [10][1100/7330] lr: 3.000e-03, eta: 1:02:12, time: 0.177, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0458, loss_cls: 0.1895, acc: 93.3806, loss_bbox: 0.2091, loss: 0.4688 2022-10-25 00:54:31,391 - mmdet - INFO - Epoch [10][1150/7330] lr: 3.000e-03, eta: 1:02:03, time: 0.176, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0476, loss_cls: 0.1932, acc: 93.2668, loss_bbox: 0.2128, loss: 0.4793 2022-10-25 00:54:40,610 - mmdet - INFO - Epoch [10][1200/7330] lr: 3.000e-03, eta: 1:01:54, time: 0.184, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0500, loss_cls: 0.1934, acc: 93.3511, loss_bbox: 0.2150, loss: 0.4844 2022-10-25 00:54:49,365 - mmdet - INFO - Epoch [10][1250/7330] lr: 3.000e-03, eta: 1:01:45, time: 0.175, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0450, loss_cls: 0.1800, acc: 93.6125, loss_bbox: 0.1994, loss: 0.4472 2022-10-25 00:54:58,737 - mmdet - INFO - Epoch [10][1300/7330] lr: 3.000e-03, eta: 1:01:37, time: 0.187, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0516, loss_cls: 0.1928, acc: 93.2114, loss_bbox: 0.2116, loss: 0.4814 2022-10-25 00:55:07,795 - mmdet - INFO - Epoch [10][1350/7330] lr: 3.000e-03, eta: 1:01:28, time: 0.181, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0485, loss_cls: 0.1897, acc: 93.3931, loss_bbox: 0.2101, loss: 0.4725 2022-10-25 00:55:16,917 - mmdet - INFO - Epoch [10][1400/7330] lr: 3.000e-03, eta: 1:01:19, time: 0.182, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0506, loss_cls: 0.1936, acc: 93.1624, loss_bbox: 0.2179, loss: 0.4876 2022-10-25 00:55:25,956 - mmdet - INFO - Epoch [10][1450/7330] lr: 3.000e-03, eta: 1:01:10, time: 0.181, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0508, loss_cls: 0.1920, acc: 93.2717, loss_bbox: 0.2148, loss: 0.4829 2022-10-25 00:55:34,956 - mmdet - INFO - Epoch [10][1500/7330] lr: 3.000e-03, eta: 1:01:01, time: 0.180, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0497, loss_cls: 0.1909, acc: 93.2346, loss_bbox: 0.2119, loss: 0.4771 2022-10-25 00:55:44,105 - mmdet - INFO - Epoch [10][1550/7330] lr: 3.000e-03, eta: 1:00:52, time: 0.183, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0488, loss_cls: 0.1920, acc: 93.3005, loss_bbox: 0.2155, loss: 0.4803 2022-10-25 00:55:53,522 - mmdet - INFO - Epoch [10][1600/7330] lr: 3.000e-03, eta: 1:00:43, time: 0.188, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0506, loss_cls: 0.1950, acc: 93.1360, loss_bbox: 0.2165, loss: 0.4884 2022-10-25 00:56:02,943 - mmdet - INFO - Epoch [10][1650/7330] lr: 3.000e-03, eta: 1:00:35, time: 0.188, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0531, loss_cls: 0.2029, acc: 92.8650, loss_bbox: 0.2255, loss: 0.5082 2022-10-25 00:56:11,687 - mmdet - INFO - Epoch [10][1700/7330] lr: 3.000e-03, eta: 1:00:26, time: 0.175, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0503, loss_cls: 0.1888, acc: 93.3455, loss_bbox: 0.2131, loss: 0.4772 2022-10-25 00:56:20,807 - mmdet - INFO - Epoch [10][1750/7330] lr: 3.000e-03, eta: 1:00:17, time: 0.182, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0528, loss_cls: 0.1942, acc: 93.1904, loss_bbox: 0.2126, loss: 0.4854 2022-10-25 00:56:29,694 - mmdet - INFO - Epoch [10][1800/7330] lr: 3.000e-03, eta: 1:00:08, time: 0.178, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0465, loss_cls: 0.1745, acc: 93.8293, loss_bbox: 0.1903, loss: 0.4334 2022-10-25 00:56:38,670 - mmdet - INFO - Epoch [10][1850/7330] lr: 3.000e-03, eta: 0:59:59, time: 0.180, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0511, loss_cls: 0.1944, acc: 93.2463, loss_bbox: 0.2155, loss: 0.4872 2022-10-25 00:56:47,659 - mmdet - INFO - Epoch [10][1900/7330] lr: 3.000e-03, eta: 0:59:50, time: 0.180, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0484, loss_cls: 0.1897, acc: 93.3755, loss_bbox: 0.2094, loss: 0.4716 2022-10-25 00:56:56,500 - mmdet - INFO - Epoch [10][1950/7330] lr: 3.000e-03, eta: 0:59:41, time: 0.177, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0494, loss_cls: 0.1922, acc: 93.3103, loss_bbox: 0.2104, loss: 0.4763 2022-10-25 00:57:05,651 - mmdet - INFO - Epoch [10][2000/7330] lr: 3.000e-03, eta: 0:59:32, time: 0.183, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0529, loss_cls: 0.1965, acc: 93.0662, loss_bbox: 0.2204, loss: 0.4954 2022-10-25 00:57:14,617 - mmdet - INFO - Epoch [10][2050/7330] lr: 3.000e-03, eta: 0:59:23, time: 0.179, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0489, loss_cls: 0.1811, acc: 93.6233, loss_bbox: 0.2071, loss: 0.4619 2022-10-25 00:57:23,561 - mmdet - INFO - Epoch [10][2100/7330] lr: 3.000e-03, eta: 0:59:14, time: 0.179, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0501, loss_cls: 0.1955, acc: 93.1643, loss_bbox: 0.2163, loss: 0.4872 2022-10-25 00:57:32,778 - mmdet - INFO - Epoch [10][2150/7330] lr: 3.000e-03, eta: 0:59:05, time: 0.184, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0524, loss_cls: 0.1970, acc: 93.0986, loss_bbox: 0.2155, loss: 0.4911 2022-10-25 00:57:41,896 - mmdet - INFO - Epoch [10][2200/7330] lr: 3.000e-03, eta: 0:58:56, time: 0.182, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0505, loss_cls: 0.1935, acc: 93.2429, loss_bbox: 0.2129, loss: 0.4814 2022-10-25 00:57:50,859 - mmdet - INFO - Epoch [10][2250/7330] lr: 3.000e-03, eta: 0:58:48, time: 0.179, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0499, loss_cls: 0.1958, acc: 93.1091, loss_bbox: 0.2173, loss: 0.4899 2022-10-25 00:58:00,131 - mmdet - INFO - Epoch [10][2300/7330] lr: 3.000e-03, eta: 0:58:39, time: 0.185, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0517, loss_cls: 0.1992, acc: 92.9189, loss_bbox: 0.2268, loss: 0.5027 2022-10-25 00:58:09,107 - mmdet - INFO - Epoch [10][2350/7330] lr: 3.000e-03, eta: 0:58:30, time: 0.180, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0503, loss_cls: 0.1876, acc: 93.4316, loss_bbox: 0.2137, loss: 0.4765 2022-10-25 00:58:17,862 - mmdet - INFO - Epoch [10][2400/7330] lr: 3.000e-03, eta: 0:58:21, time: 0.175, data_time: 0.040, memory: 4157, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0461, loss_cls: 0.1901, acc: 93.3074, loss_bbox: 0.2092, loss: 0.4701 2022-10-25 00:58:26,822 - mmdet - INFO - Epoch [10][2450/7330] lr: 3.000e-03, eta: 0:58:12, time: 0.179, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0489, loss_cls: 0.1930, acc: 93.1958, loss_bbox: 0.2122, loss: 0.4800 2022-10-25 00:58:35,646 - mmdet - INFO - Epoch [10][2500/7330] lr: 3.000e-03, eta: 0:58:03, time: 0.176, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0468, loss_cls: 0.1821, acc: 93.6606, loss_bbox: 0.2059, loss: 0.4587 2022-10-25 00:58:44,284 - mmdet - INFO - Epoch [10][2550/7330] lr: 3.000e-03, eta: 0:57:54, time: 0.173, data_time: 0.028, memory: 4157, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0483, loss_cls: 0.1871, acc: 93.3748, loss_bbox: 0.2064, loss: 0.4659 2022-10-25 00:58:53,182 - mmdet - INFO - Epoch [10][2600/7330] lr: 3.000e-03, eta: 0:57:45, time: 0.178, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0482, loss_cls: 0.1895, acc: 93.3845, loss_bbox: 0.2073, loss: 0.4694 2022-10-25 00:59:01,904 - mmdet - INFO - Epoch [10][2650/7330] lr: 3.000e-03, eta: 0:57:36, time: 0.174, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0495, loss_cls: 0.1928, acc: 93.2385, loss_bbox: 0.2141, loss: 0.4811 2022-10-25 00:59:11,219 - mmdet - INFO - Epoch [10][2700/7330] lr: 3.000e-03, eta: 0:57:27, time: 0.186, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0495, loss_cls: 0.1959, acc: 93.2014, loss_bbox: 0.2126, loss: 0.4848 2022-10-25 00:59:19,862 - mmdet - INFO - Epoch [10][2750/7330] lr: 3.000e-03, eta: 0:57:18, time: 0.173, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0473, loss_cls: 0.1855, acc: 93.5342, loss_bbox: 0.2088, loss: 0.4671 2022-10-25 00:59:29,046 - mmdet - INFO - Epoch [10][2800/7330] lr: 3.000e-03, eta: 0:57:09, time: 0.184, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0499, loss_cls: 0.1930, acc: 93.2747, loss_bbox: 0.2126, loss: 0.4796 2022-10-25 00:59:38,053 - mmdet - INFO - Epoch [10][2850/7330] lr: 3.000e-03, eta: 0:57:00, time: 0.180, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0478, loss_cls: 0.1863, acc: 93.4463, loss_bbox: 0.2063, loss: 0.4661 2022-10-25 00:59:46,792 - mmdet - INFO - Epoch [10][2900/7330] lr: 3.000e-03, eta: 0:56:51, time: 0.175, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0499, loss_cls: 0.1901, acc: 93.3872, loss_bbox: 0.2116, loss: 0.4760 2022-10-25 00:59:55,903 - mmdet - INFO - Epoch [10][2950/7330] lr: 3.000e-03, eta: 0:56:42, time: 0.182, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0459, loss_cls: 0.1851, acc: 93.5100, loss_bbox: 0.2053, loss: 0.4620 2022-10-25 01:00:04,721 - mmdet - INFO - Epoch [10][3000/7330] lr: 3.000e-03, eta: 0:56:33, time: 0.176, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0460, loss_cls: 0.1779, acc: 93.6255, loss_bbox: 0.2010, loss: 0.4483 2022-10-25 01:00:13,833 - mmdet - INFO - Epoch [10][3050/7330] lr: 3.000e-03, eta: 0:56:25, time: 0.182, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0510, loss_cls: 0.1889, acc: 93.2810, loss_bbox: 0.2107, loss: 0.4756 2022-10-25 01:00:22,723 - mmdet - INFO - Epoch [10][3100/7330] lr: 3.000e-03, eta: 0:56:16, time: 0.178, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0510, loss_cls: 0.1833, acc: 93.6228, loss_bbox: 0.2049, loss: 0.4636 2022-10-25 01:00:31,767 - mmdet - INFO - Epoch [10][3150/7330] lr: 3.000e-03, eta: 0:56:07, time: 0.181, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0495, loss_cls: 0.1975, acc: 93.2065, loss_bbox: 0.2137, loss: 0.4859 2022-10-25 01:00:40,619 - mmdet - INFO - Epoch [10][3200/7330] lr: 3.000e-03, eta: 0:55:58, time: 0.177, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0499, loss_cls: 0.1906, acc: 93.2026, loss_bbox: 0.2145, loss: 0.4806 2022-10-25 01:00:49,629 - mmdet - INFO - Epoch [10][3250/7330] lr: 3.000e-03, eta: 0:55:49, time: 0.180, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0487, loss_cls: 0.1944, acc: 93.3188, loss_bbox: 0.2085, loss: 0.4762 2022-10-25 01:00:58,476 - mmdet - INFO - Epoch [10][3300/7330] lr: 3.000e-03, eta: 0:55:40, time: 0.177, data_time: 0.027, memory: 4157, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0478, loss_cls: 0.1895, acc: 93.3938, loss_bbox: 0.2105, loss: 0.4710 2022-10-25 01:01:07,669 - mmdet - INFO - Epoch [10][3350/7330] lr: 3.000e-03, eta: 0:55:31, time: 0.184, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0506, loss_cls: 0.1886, acc: 93.4473, loss_bbox: 0.2096, loss: 0.4744 2022-10-25 01:01:16,467 - mmdet - INFO - Epoch [10][3400/7330] lr: 3.000e-03, eta: 0:55:22, time: 0.176, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0479, loss_cls: 0.1901, acc: 93.3999, loss_bbox: 0.2069, loss: 0.4696 2022-10-25 01:01:25,537 - mmdet - INFO - Epoch [10][3450/7330] lr: 3.000e-03, eta: 0:55:13, time: 0.181, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0496, loss_cls: 0.1932, acc: 93.2561, loss_bbox: 0.2142, loss: 0.4817 2022-10-25 01:01:34,595 - mmdet - INFO - Epoch [10][3500/7330] lr: 3.000e-03, eta: 0:55:04, time: 0.181, data_time: 0.041, memory: 4157, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0508, loss_cls: 0.1938, acc: 93.1936, loss_bbox: 0.2126, loss: 0.4817 2022-10-25 01:01:43,481 - mmdet - INFO - Epoch [10][3550/7330] lr: 3.000e-03, eta: 0:54:55, time: 0.178, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0503, loss_cls: 0.1944, acc: 93.2693, loss_bbox: 0.2177, loss: 0.4870 2022-10-25 01:01:52,327 - mmdet - INFO - Epoch [10][3600/7330] lr: 3.000e-03, eta: 0:54:46, time: 0.177, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0483, loss_cls: 0.1898, acc: 93.2717, loss_bbox: 0.2137, loss: 0.4767 2022-10-25 01:02:01,363 - mmdet - INFO - Epoch [10][3650/7330] lr: 3.000e-03, eta: 0:54:37, time: 0.181, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0499, loss_cls: 0.1883, acc: 93.4353, loss_bbox: 0.2101, loss: 0.4726 2022-10-25 01:02:10,008 - mmdet - INFO - Epoch [10][3700/7330] lr: 3.000e-03, eta: 0:54:28, time: 0.173, data_time: 0.028, memory: 4157, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0495, loss_cls: 0.1897, acc: 93.3517, loss_bbox: 0.2083, loss: 0.4722 2022-10-25 01:02:19,037 - mmdet - INFO - Epoch [10][3750/7330] lr: 3.000e-03, eta: 0:54:19, time: 0.181, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0480, loss_cls: 0.1934, acc: 93.2954, loss_bbox: 0.2111, loss: 0.4767 2022-10-25 01:02:27,953 - mmdet - INFO - Epoch [10][3800/7330] lr: 3.000e-03, eta: 0:54:11, time: 0.178, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0484, loss_cls: 0.1769, acc: 93.7024, loss_bbox: 0.2007, loss: 0.4486 2022-10-25 01:02:36,823 - mmdet - INFO - Epoch [10][3850/7330] lr: 3.000e-03, eta: 0:54:02, time: 0.177, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0459, loss_cls: 0.1855, acc: 93.4614, loss_bbox: 0.2049, loss: 0.4581 2022-10-25 01:02:45,707 - mmdet - INFO - Epoch [10][3900/7330] lr: 3.000e-03, eta: 0:53:53, time: 0.178, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0485, loss_cls: 0.2001, acc: 93.0229, loss_bbox: 0.2174, loss: 0.4922 2022-10-25 01:02:54,550 - mmdet - INFO - Epoch [10][3950/7330] lr: 3.000e-03, eta: 0:53:44, time: 0.177, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0459, loss_cls: 0.1825, acc: 93.6350, loss_bbox: 0.2039, loss: 0.4562 2022-10-25 01:03:03,344 - mmdet - INFO - Epoch [10][4000/7330] lr: 3.000e-03, eta: 0:53:35, time: 0.176, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0492, loss_cls: 0.1860, acc: 93.5515, loss_bbox: 0.2017, loss: 0.4609 2022-10-25 01:03:12,373 - mmdet - INFO - Epoch [10][4050/7330] lr: 3.000e-03, eta: 0:53:26, time: 0.181, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0495, loss_cls: 0.1904, acc: 93.3091, loss_bbox: 0.2101, loss: 0.4754 2022-10-25 01:03:21,365 - mmdet - INFO - Epoch [10][4100/7330] lr: 3.000e-03, eta: 0:53:17, time: 0.180, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0535, loss_cls: 0.1988, acc: 93.0361, loss_bbox: 0.2165, loss: 0.4951 2022-10-25 01:03:29,753 - mmdet - INFO - Epoch [10][4150/7330] lr: 3.000e-03, eta: 0:53:08, time: 0.168, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0441, loss_cls: 0.1855, acc: 93.6301, loss_bbox: 0.2016, loss: 0.4561 2022-10-25 01:03:38,717 - mmdet - INFO - Epoch [10][4200/7330] lr: 3.000e-03, eta: 0:52:59, time: 0.179, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0516, loss_cls: 0.1905, acc: 93.3638, loss_bbox: 0.2138, loss: 0.4803 2022-10-25 01:03:47,436 - mmdet - INFO - Epoch [10][4250/7330] lr: 3.000e-03, eta: 0:52:50, time: 0.174, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0482, loss_cls: 0.1860, acc: 93.4731, loss_bbox: 0.2084, loss: 0.4661 2022-10-25 01:03:56,676 - mmdet - INFO - Epoch [10][4300/7330] lr: 3.000e-03, eta: 0:52:41, time: 0.185, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0510, loss_cls: 0.1930, acc: 93.2292, loss_bbox: 0.2146, loss: 0.4838 2022-10-25 01:04:05,870 - mmdet - INFO - Epoch [10][4350/7330] lr: 3.000e-03, eta: 0:52:32, time: 0.184, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0496, loss_cls: 0.1972, acc: 93.1499, loss_bbox: 0.2148, loss: 0.4878 2022-10-25 01:04:14,835 - mmdet - INFO - Epoch [10][4400/7330] lr: 3.000e-03, eta: 0:52:23, time: 0.179, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0482, loss_cls: 0.1876, acc: 93.4404, loss_bbox: 0.2024, loss: 0.4630 2022-10-25 01:04:23,821 - mmdet - INFO - Epoch [10][4450/7330] lr: 3.000e-03, eta: 0:52:14, time: 0.180, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0478, loss_cls: 0.1913, acc: 93.4421, loss_bbox: 0.2082, loss: 0.4708 2022-10-25 01:04:32,823 - mmdet - INFO - Epoch [10][4500/7330] lr: 3.000e-03, eta: 0:52:05, time: 0.180, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0491, loss_cls: 0.1885, acc: 93.4031, loss_bbox: 0.2145, loss: 0.4771 2022-10-25 01:04:41,966 - mmdet - INFO - Epoch [10][4550/7330] lr: 3.000e-03, eta: 0:51:57, time: 0.183, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0461, loss_cls: 0.1824, acc: 93.7222, loss_bbox: 0.2011, loss: 0.4541 2022-10-25 01:04:51,037 - mmdet - INFO - Epoch [10][4600/7330] lr: 3.000e-03, eta: 0:51:48, time: 0.181, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0501, loss_cls: 0.1982, acc: 93.2021, loss_bbox: 0.2139, loss: 0.4887 2022-10-25 01:04:59,895 - mmdet - INFO - Epoch [10][4650/7330] lr: 3.000e-03, eta: 0:51:39, time: 0.177, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0487, loss_cls: 0.1958, acc: 93.1431, loss_bbox: 0.2113, loss: 0.4801 2022-10-25 01:05:08,856 - mmdet - INFO - Epoch [10][4700/7330] lr: 3.000e-03, eta: 0:51:30, time: 0.179, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0491, loss_cls: 0.1925, acc: 93.2620, loss_bbox: 0.2138, loss: 0.4784 2022-10-25 01:05:17,920 - mmdet - INFO - Epoch [10][4750/7330] lr: 3.000e-03, eta: 0:51:21, time: 0.181, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0520, loss_cls: 0.1892, acc: 93.3586, loss_bbox: 0.2134, loss: 0.4806 2022-10-25 01:05:27,276 - mmdet - INFO - Epoch [10][4800/7330] lr: 3.000e-03, eta: 0:51:12, time: 0.187, data_time: 0.039, memory: 4157, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0513, loss_cls: 0.1962, acc: 93.2463, loss_bbox: 0.2144, loss: 0.4876 2022-10-25 01:05:36,391 - mmdet - INFO - Epoch [10][4850/7330] lr: 3.000e-03, eta: 0:51:03, time: 0.182, data_time: 0.041, memory: 4157, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0509, loss_cls: 0.1885, acc: 93.4397, loss_bbox: 0.2079, loss: 0.4741 2022-10-25 01:05:45,502 - mmdet - INFO - Epoch [10][4900/7330] lr: 3.000e-03, eta: 0:50:54, time: 0.182, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0471, loss_cls: 0.1858, acc: 93.4707, loss_bbox: 0.2101, loss: 0.4686 2022-10-25 01:05:54,342 - mmdet - INFO - Epoch [10][4950/7330] lr: 3.000e-03, eta: 0:50:45, time: 0.177, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0480, loss_cls: 0.1854, acc: 93.4900, loss_bbox: 0.2084, loss: 0.4681 2022-10-25 01:06:03,136 - mmdet - INFO - Epoch [10][5000/7330] lr: 3.000e-03, eta: 0:50:36, time: 0.176, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0482, loss_cls: 0.1879, acc: 93.4763, loss_bbox: 0.2011, loss: 0.4626 2022-10-25 01:06:12,238 - mmdet - INFO - Epoch [10][5050/7330] lr: 3.000e-03, eta: 0:50:27, time: 0.182, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0512, loss_cls: 0.1991, acc: 93.0513, loss_bbox: 0.2179, loss: 0.4947 2022-10-25 01:06:21,131 - mmdet - INFO - Epoch [10][5100/7330] lr: 3.000e-03, eta: 0:50:18, time: 0.178, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0471, loss_cls: 0.1874, acc: 93.4639, loss_bbox: 0.2070, loss: 0.4665 2022-10-25 01:06:30,180 - mmdet - INFO - Epoch [10][5150/7330] lr: 3.000e-03, eta: 0:50:09, time: 0.181, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0459, loss_cls: 0.1838, acc: 93.5342, loss_bbox: 0.2045, loss: 0.4565 2022-10-25 01:06:39,258 - mmdet - INFO - Epoch [10][5200/7330] lr: 3.000e-03, eta: 0:50:01, time: 0.182, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0473, loss_cls: 0.1845, acc: 93.6062, loss_bbox: 0.2023, loss: 0.4569 2022-10-25 01:06:48,103 - mmdet - INFO - Epoch [10][5250/7330] lr: 3.000e-03, eta: 0:49:52, time: 0.177, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0483, loss_cls: 0.1848, acc: 93.4849, loss_bbox: 0.2081, loss: 0.4659 2022-10-25 01:06:56,766 - mmdet - INFO - Epoch [10][5300/7330] lr: 3.000e-03, eta: 0:49:43, time: 0.173, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0452, loss_cls: 0.1749, acc: 93.8660, loss_bbox: 0.1936, loss: 0.4373 2022-10-25 01:07:05,737 - mmdet - INFO - Epoch [10][5350/7330] lr: 3.000e-03, eta: 0:49:34, time: 0.179, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0506, loss_cls: 0.1936, acc: 93.1738, loss_bbox: 0.2090, loss: 0.4790 2022-10-25 01:07:14,895 - mmdet - INFO - Epoch [10][5400/7330] lr: 3.000e-03, eta: 0:49:25, time: 0.183, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0473, loss_cls: 0.1978, acc: 93.0825, loss_bbox: 0.2193, loss: 0.4894 2022-10-25 01:07:23,660 - mmdet - INFO - Epoch [10][5450/7330] lr: 3.000e-03, eta: 0:49:16, time: 0.175, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0483, loss_cls: 0.1910, acc: 93.2861, loss_bbox: 0.2158, loss: 0.4816 2022-10-25 01:07:32,748 - mmdet - INFO - Epoch [10][5500/7330] lr: 3.000e-03, eta: 0:49:07, time: 0.182, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0501, loss_cls: 0.2043, acc: 92.8555, loss_bbox: 0.2239, loss: 0.5048 2022-10-25 01:07:41,855 - mmdet - INFO - Epoch [10][5550/7330] lr: 3.000e-03, eta: 0:48:58, time: 0.182, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0480, loss_cls: 0.1889, acc: 93.2593, loss_bbox: 0.2086, loss: 0.4696 2022-10-25 01:07:51,048 - mmdet - INFO - Epoch [10][5600/7330] lr: 3.000e-03, eta: 0:48:49, time: 0.184, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0479, loss_cls: 0.1911, acc: 93.2134, loss_bbox: 0.2155, loss: 0.4798 2022-10-25 01:08:00,196 - mmdet - INFO - Epoch [10][5650/7330] lr: 3.000e-03, eta: 0:48:40, time: 0.183, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0519, loss_cls: 0.1909, acc: 93.2378, loss_bbox: 0.2122, loss: 0.4817 2022-10-25 01:08:09,379 - mmdet - INFO - Epoch [10][5700/7330] lr: 3.000e-03, eta: 0:48:31, time: 0.184, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0522, loss_cls: 0.1957, acc: 93.0940, loss_bbox: 0.2189, loss: 0.4919 2022-10-25 01:08:18,383 - mmdet - INFO - Epoch [10][5750/7330] lr: 3.000e-03, eta: 0:48:22, time: 0.180, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0506, loss_cls: 0.1948, acc: 93.1902, loss_bbox: 0.2154, loss: 0.4850 2022-10-25 01:08:27,555 - mmdet - INFO - Epoch [10][5800/7330] lr: 3.000e-03, eta: 0:48:14, time: 0.183, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0492, loss_cls: 0.1955, acc: 93.1208, loss_bbox: 0.2157, loss: 0.4847 2022-10-25 01:08:36,643 - mmdet - INFO - Epoch [10][5850/7330] lr: 3.000e-03, eta: 0:48:05, time: 0.182, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0511, loss_cls: 0.1972, acc: 93.0933, loss_bbox: 0.2180, loss: 0.4933 2022-10-25 01:08:45,398 - mmdet - INFO - Epoch [10][5900/7330] lr: 3.000e-03, eta: 0:47:56, time: 0.175, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0489, loss_cls: 0.1867, acc: 93.4924, loss_bbox: 0.2082, loss: 0.4673 2022-10-25 01:08:54,164 - mmdet - INFO - Epoch [10][5950/7330] lr: 3.000e-03, eta: 0:47:47, time: 0.175, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0504, loss_cls: 0.1932, acc: 93.2805, loss_bbox: 0.2096, loss: 0.4787 2022-10-25 01:09:03,162 - mmdet - INFO - Epoch [10][6000/7330] lr: 3.000e-03, eta: 0:47:38, time: 0.180, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0493, loss_cls: 0.1901, acc: 93.3237, loss_bbox: 0.2132, loss: 0.4788 2022-10-25 01:09:11,910 - mmdet - INFO - Epoch [10][6050/7330] lr: 3.000e-03, eta: 0:47:29, time: 0.175, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0481, loss_cls: 0.1904, acc: 93.3254, loss_bbox: 0.2101, loss: 0.4716 2022-10-25 01:09:21,339 - mmdet - INFO - Epoch [10][6100/7330] lr: 3.000e-03, eta: 0:47:20, time: 0.189, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0505, loss_cls: 0.1899, acc: 93.3535, loss_bbox: 0.2126, loss: 0.4793 2022-10-25 01:09:30,705 - mmdet - INFO - Epoch [10][6150/7330] lr: 3.000e-03, eta: 0:47:11, time: 0.187, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0489, loss_cls: 0.1856, acc: 93.5190, loss_bbox: 0.2062, loss: 0.4643 2022-10-25 01:09:39,385 - mmdet - INFO - Epoch [10][6200/7330] lr: 3.000e-03, eta: 0:47:02, time: 0.174, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0499, loss_cls: 0.1897, acc: 93.2605, loss_bbox: 0.2099, loss: 0.4739 2022-10-25 01:09:48,455 - mmdet - INFO - Epoch [10][6250/7330] lr: 3.000e-03, eta: 0:46:53, time: 0.181, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0469, loss_cls: 0.1865, acc: 93.5198, loss_bbox: 0.2042, loss: 0.4618 2022-10-25 01:09:57,616 - mmdet - INFO - Epoch [10][6300/7330] lr: 3.000e-03, eta: 0:46:44, time: 0.183, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0474, loss_cls: 0.1847, acc: 93.5410, loss_bbox: 0.2078, loss: 0.4637 2022-10-25 01:10:06,478 - mmdet - INFO - Epoch [10][6350/7330] lr: 3.000e-03, eta: 0:46:35, time: 0.177, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0462, loss_cls: 0.1822, acc: 93.5854, loss_bbox: 0.2022, loss: 0.4555 2022-10-25 01:10:15,558 - mmdet - INFO - Epoch [10][6400/7330] lr: 3.000e-03, eta: 0:46:26, time: 0.182, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0473, loss_cls: 0.1926, acc: 93.2817, loss_bbox: 0.2066, loss: 0.4710 2022-10-25 01:10:24,063 - mmdet - INFO - Epoch [10][6450/7330] lr: 3.000e-03, eta: 0:46:17, time: 0.170, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0459, loss_cls: 0.1817, acc: 93.6045, loss_bbox: 0.1999, loss: 0.4501 2022-10-25 01:10:32,964 - mmdet - INFO - Epoch [10][6500/7330] lr: 3.000e-03, eta: 0:46:09, time: 0.178, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0496, loss_cls: 0.1908, acc: 93.3589, loss_bbox: 0.2126, loss: 0.4781 2022-10-25 01:10:41,922 - mmdet - INFO - Epoch [10][6550/7330] lr: 3.000e-03, eta: 0:46:00, time: 0.179, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0482, loss_cls: 0.1808, acc: 93.6667, loss_bbox: 0.2045, loss: 0.4583 2022-10-25 01:10:50,892 - mmdet - INFO - Epoch [10][6600/7330] lr: 3.000e-03, eta: 0:45:51, time: 0.179, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0494, loss_cls: 0.1955, acc: 93.2173, loss_bbox: 0.2137, loss: 0.4833 2022-10-25 01:10:59,741 - mmdet - INFO - Epoch [10][6650/7330] lr: 3.000e-03, eta: 0:45:42, time: 0.177, data_time: 0.028, memory: 4157, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0475, loss_cls: 0.1902, acc: 93.4338, loss_bbox: 0.2066, loss: 0.4678 2022-10-25 01:11:09,118 - mmdet - INFO - Epoch [10][6700/7330] lr: 3.000e-03, eta: 0:45:33, time: 0.188, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0515, loss_cls: 0.1862, acc: 93.5586, loss_bbox: 0.2072, loss: 0.4695 2022-10-25 01:11:17,824 - mmdet - INFO - Epoch [10][6750/7330] lr: 3.000e-03, eta: 0:45:24, time: 0.174, data_time: 0.028, memory: 4157, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0462, loss_cls: 0.1893, acc: 93.3267, loss_bbox: 0.2128, loss: 0.4725 2022-10-25 01:11:26,859 - mmdet - INFO - Epoch [10][6800/7330] lr: 3.000e-03, eta: 0:45:15, time: 0.181, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0511, loss_cls: 0.1843, acc: 93.4319, loss_bbox: 0.2108, loss: 0.4703 2022-10-25 01:11:35,786 - mmdet - INFO - Epoch [10][6850/7330] lr: 3.000e-03, eta: 0:45:06, time: 0.178, data_time: 0.027, memory: 4157, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0472, loss_cls: 0.1786, acc: 93.7627, loss_bbox: 0.2001, loss: 0.4488 2022-10-25 01:11:44,915 - mmdet - INFO - Epoch [10][6900/7330] lr: 3.000e-03, eta: 0:44:57, time: 0.183, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0515, loss_cls: 0.2041, acc: 92.9397, loss_bbox: 0.2235, loss: 0.5054 2022-10-25 01:11:53,967 - mmdet - INFO - Epoch [10][6950/7330] lr: 3.000e-03, eta: 0:44:48, time: 0.181, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0493, loss_cls: 0.1952, acc: 93.1763, loss_bbox: 0.2161, loss: 0.4859 2022-10-25 01:12:02,970 - mmdet - INFO - Epoch [10][7000/7330] lr: 3.000e-03, eta: 0:44:39, time: 0.180, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0475, loss_cls: 0.1828, acc: 93.6365, loss_bbox: 0.2024, loss: 0.4558 2022-10-25 01:12:11,936 - mmdet - INFO - Epoch [10][7050/7330] lr: 3.000e-03, eta: 0:44:30, time: 0.179, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0506, loss_cls: 0.1984, acc: 93.1475, loss_bbox: 0.2166, loss: 0.4914 2022-10-25 01:12:20,855 - mmdet - INFO - Epoch [10][7100/7330] lr: 3.000e-03, eta: 0:44:21, time: 0.178, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0499, loss_cls: 0.1965, acc: 93.1055, loss_bbox: 0.2168, loss: 0.4885 2022-10-25 01:12:29,675 - mmdet - INFO - Epoch [10][7150/7330] lr: 3.000e-03, eta: 0:44:12, time: 0.176, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0484, loss_cls: 0.1855, acc: 93.4663, loss_bbox: 0.2065, loss: 0.4630 2022-10-25 01:12:38,704 - mmdet - INFO - Epoch [10][7200/7330] lr: 3.000e-03, eta: 0:44:04, time: 0.181, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0473, loss_cls: 0.1811, acc: 93.8052, loss_bbox: 0.1968, loss: 0.4491 2022-10-25 01:12:47,619 - mmdet - INFO - Epoch [10][7250/7330] lr: 3.000e-03, eta: 0:43:55, time: 0.178, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0464, loss_cls: 0.1840, acc: 93.6230, loss_bbox: 0.2069, loss: 0.4610 2022-10-25 01:12:56,784 - mmdet - INFO - Epoch [10][7300/7330] lr: 3.000e-03, eta: 0:43:46, time: 0.183, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0483, loss_cls: 0.1920, acc: 93.2148, loss_bbox: 0.2125, loss: 0.4792 2022-10-25 01:13:02,491 - mmdet - INFO - Saving checkpoint at 10 epochs 2022-10-25 01:13:26,496 - mmdet - INFO - Evaluating bbox... 2022-10-25 01:13:56,336 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.385 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.587 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.422 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.221 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.418 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.496 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.528 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.332 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.566 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.663 2022-10-25 01:13:56,692 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_faster-rcnn_1x_coco_lr3e-2_wd5e-5_keep-all/best_bbox_mAP_epoch_9.pth was removed 2022-10-25 01:13:57,378 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_10.pth. 2022-10-25 01:13:57,378 - mmdet - INFO - Best bbox_mAP is 0.3850 at 10 epoch. 2022-10-25 01:13:57,379 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-25 01:13:57,379 - mmdet - INFO - Epoch(val) [10][625] bbox_mAP: 0.3850, bbox_mAP_50: 0.5870, bbox_mAP_75: 0.4220, bbox_mAP_s: 0.2210, bbox_mAP_m: 0.4180, bbox_mAP_l: 0.4960, bbox_mAP_copypaste: 0.385 0.587 0.422 0.221 0.418 0.496 2022-10-25 01:14:09,687 - mmdet - INFO - Epoch [11][50/7330] lr: 3.000e-03, eta: 0:43:31, time: 0.246, data_time: 0.094, memory: 4157, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0501, loss_cls: 0.1902, acc: 93.2546, loss_bbox: 0.2123, loss: 0.4759 2022-10-25 01:14:19,057 - mmdet - INFO - Epoch [11][100/7330] lr: 3.000e-03, eta: 0:43:22, time: 0.187, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0477, loss_cls: 0.1850, acc: 93.5342, loss_bbox: 0.2108, loss: 0.4656 2022-10-25 01:14:28,716 - mmdet - INFO - Epoch [11][150/7330] lr: 3.000e-03, eta: 0:43:13, time: 0.193, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0495, loss_cls: 0.1831, acc: 93.5737, loss_bbox: 0.2027, loss: 0.4589 2022-10-25 01:14:37,873 - mmdet - INFO - Epoch [11][200/7330] lr: 3.000e-03, eta: 0:43:04, time: 0.183, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0497, loss_cls: 0.1882, acc: 93.3267, loss_bbox: 0.2109, loss: 0.4732 2022-10-25 01:14:46,717 - mmdet - INFO - Epoch [11][250/7330] lr: 3.000e-03, eta: 0:42:55, time: 0.177, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0476, loss_cls: 0.1857, acc: 93.3582, loss_bbox: 0.2120, loss: 0.4693 2022-10-25 01:14:55,889 - mmdet - INFO - Epoch [11][300/7330] lr: 3.000e-03, eta: 0:42:47, time: 0.183, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0464, loss_cls: 0.1854, acc: 93.4700, loss_bbox: 0.2055, loss: 0.4603 2022-10-25 01:15:04,660 - mmdet - INFO - Epoch [11][350/7330] lr: 3.000e-03, eta: 0:42:38, time: 0.175, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0467, loss_cls: 0.1847, acc: 93.5076, loss_bbox: 0.2052, loss: 0.4591 2022-10-25 01:15:13,902 - mmdet - INFO - Epoch [11][400/7330] lr: 3.000e-03, eta: 0:42:29, time: 0.185, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0504, loss_cls: 0.1923, acc: 93.2512, loss_bbox: 0.2157, loss: 0.4852 2022-10-25 01:15:22,850 - mmdet - INFO - Epoch [11][450/7330] lr: 3.000e-03, eta: 0:42:20, time: 0.179, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0462, loss_cls: 0.1724, acc: 93.8992, loss_bbox: 0.1969, loss: 0.4378 2022-10-25 01:15:31,830 - mmdet - INFO - Epoch [11][500/7330] lr: 3.000e-03, eta: 0:42:11, time: 0.180, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0474, loss_cls: 0.1792, acc: 93.6160, loss_bbox: 0.2032, loss: 0.4536 2022-10-25 01:15:40,837 - mmdet - INFO - Epoch [11][550/7330] lr: 3.000e-03, eta: 0:42:02, time: 0.180, data_time: 0.032, memory: 4157, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0475, loss_cls: 0.1889, acc: 93.4214, loss_bbox: 0.2106, loss: 0.4698 2022-10-25 01:15:50,050 - mmdet - INFO - Epoch [11][600/7330] lr: 3.000e-03, eta: 0:41:53, time: 0.184, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0492, loss_cls: 0.1781, acc: 93.6841, loss_bbox: 0.2052, loss: 0.4568 2022-10-25 01:15:59,046 - mmdet - INFO - Epoch [11][650/7330] lr: 3.000e-03, eta: 0:41:44, time: 0.180, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0476, loss_cls: 0.1799, acc: 93.6177, loss_bbox: 0.2048, loss: 0.4543 2022-10-25 01:16:08,368 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-25 01:16:08,368 - mmdet - INFO - Epoch [11][700/7330] lr: 3.000e-03, eta: 0:41:35, time: 0.186, data_time: 0.038, memory: 4157, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0502, loss_cls: 0.1956, acc: 93.1313, loss_bbox: 0.2201, loss: 0.4909 2022-10-25 01:16:17,729 - mmdet - INFO - Epoch [11][750/7330] lr: 3.000e-03, eta: 0:41:26, time: 0.187, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0497, loss_cls: 0.1821, acc: 93.5432, loss_bbox: 0.2019, loss: 0.4574 2022-10-25 01:16:26,761 - mmdet - INFO - Epoch [11][800/7330] lr: 3.000e-03, eta: 0:41:17, time: 0.181, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0490, loss_cls: 0.1926, acc: 93.3403, loss_bbox: 0.2100, loss: 0.4743 2022-10-25 01:16:35,879 - mmdet - INFO - Epoch [11][850/7330] lr: 3.000e-03, eta: 0:41:09, time: 0.182, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0481, loss_cls: 0.1928, acc: 93.1624, loss_bbox: 0.2114, loss: 0.4773 2022-10-25 01:16:45,205 - mmdet - INFO - Epoch [11][900/7330] lr: 3.000e-03, eta: 0:41:00, time: 0.187, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0484, loss_cls: 0.1816, acc: 93.6416, loss_bbox: 0.2041, loss: 0.4573 2022-10-25 01:16:54,237 - mmdet - INFO - Epoch [11][950/7330] lr: 3.000e-03, eta: 0:40:51, time: 0.181, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0484, loss_cls: 0.1838, acc: 93.4646, loss_bbox: 0.2124, loss: 0.4674 2022-10-25 01:17:03,430 - mmdet - INFO - Epoch [11][1000/7330] lr: 3.000e-03, eta: 0:40:42, time: 0.184, data_time: 0.028, memory: 4157, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0491, loss_cls: 0.1826, acc: 93.5137, loss_bbox: 0.2087, loss: 0.4647 2022-10-25 01:17:12,360 - mmdet - INFO - Epoch [11][1050/7330] lr: 3.000e-03, eta: 0:40:33, time: 0.179, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0480, loss_cls: 0.1853, acc: 93.3679, loss_bbox: 0.2100, loss: 0.4660 2022-10-25 01:17:21,775 - mmdet - INFO - Epoch [11][1100/7330] lr: 3.000e-03, eta: 0:40:24, time: 0.188, data_time: 0.026, memory: 4157, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0469, loss_cls: 0.1863, acc: 93.3303, loss_bbox: 0.2129, loss: 0.4710 2022-10-25 01:17:30,735 - mmdet - INFO - Epoch [11][1150/7330] lr: 3.000e-03, eta: 0:40:15, time: 0.179, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0477, loss_cls: 0.1888, acc: 93.3335, loss_bbox: 0.2092, loss: 0.4694 2022-10-25 01:17:39,660 - mmdet - INFO - Epoch [11][1200/7330] lr: 3.000e-03, eta: 0:40:06, time: 0.178, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0474, loss_cls: 0.1834, acc: 93.5437, loss_bbox: 0.2037, loss: 0.4591 2022-10-25 01:17:48,589 - mmdet - INFO - Epoch [11][1250/7330] lr: 3.000e-03, eta: 0:39:57, time: 0.179, data_time: 0.031, memory: 4157, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0505, loss_cls: 0.1943, acc: 93.2737, loss_bbox: 0.2130, loss: 0.4839 2022-10-25 01:17:57,647 - mmdet - INFO - Epoch [11][1300/7330] lr: 3.000e-03, eta: 0:39:48, time: 0.181, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0482, loss_cls: 0.1836, acc: 93.5513, loss_bbox: 0.2039, loss: 0.4596 2022-10-25 01:18:06,388 - mmdet - INFO - Epoch [11][1350/7330] lr: 3.000e-03, eta: 0:39:39, time: 0.175, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0479, loss_cls: 0.1781, acc: 93.6787, loss_bbox: 0.2046, loss: 0.4540 2022-10-25 01:18:15,269 - mmdet - INFO - Epoch [11][1400/7330] lr: 3.000e-03, eta: 0:39:30, time: 0.178, data_time: 0.036, memory: 4157, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0479, loss_cls: 0.1911, acc: 93.3701, loss_bbox: 0.2121, loss: 0.4764 2022-10-25 01:18:24,209 - mmdet - INFO - Epoch [11][1450/7330] lr: 3.000e-03, eta: 0:39:21, time: 0.179, data_time: 0.030, memory: 4157, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0489, loss_cls: 0.1719, acc: 93.7620, loss_bbox: 0.2001, loss: 0.4444 2022-10-25 01:18:33,114 - mmdet - INFO - Epoch [11][1500/7330] lr: 3.000e-03, eta: 0:39:13, time: 0.178, data_time: 0.028, memory: 4157, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0474, loss_cls: 0.1810, acc: 93.6213, loss_bbox: 0.2016, loss: 0.4525 2022-10-25 01:18:41,965 - mmdet - INFO - Epoch [11][1550/7330] lr: 3.000e-03, eta: 0:39:04, time: 0.177, data_time: 0.029, memory: 4157, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0467, loss_cls: 0.1821, acc: 93.6763, loss_bbox: 0.2028, loss: 0.4545 2022-10-25 01:18:50,693 - mmdet - INFO - Epoch [11][1600/7330] lr: 3.000e-03, eta: 0:38:55, time: 0.175, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0484, loss_cls: 0.1841, acc: 93.4709, loss_bbox: 0.2085, loss: 0.4648 2022-10-25 01:18:59,834 - mmdet - INFO - Epoch [11][1650/7330] lr: 3.000e-03, eta: 0:38:46, time: 0.183, data_time: 0.028, memory: 4157, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0487, loss_cls: 0.1852, acc: 93.4783, loss_bbox: 0.2052, loss: 0.4635 2022-10-25 01:19:08,368 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-25 01:19:08,369 - mmdet - INFO - Epoch [11][1700/7330] lr: 3.000e-03, eta: 0:38:37, time: 0.171, data_time: 0.035, memory: 4157, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0472, loss_cls: 0.1901, acc: 93.3843, loss_bbox: 0.2081, loss: 0.4689 2022-10-25 01:19:17,282 - mmdet - INFO - Epoch [11][1750/7330] lr: 3.000e-03, eta: 0:38:28, time: 0.178, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0499, loss_cls: 0.1903, acc: 93.2727, loss_bbox: 0.2170, loss: 0.4825 2022-10-25 01:19:26,225 - mmdet - INFO - Epoch [11][1800/7330] lr: 3.000e-03, eta: 0:38:19, time: 0.179, data_time: 0.028, memory: 4157, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0484, loss_cls: 0.1752, acc: 93.7683, loss_bbox: 0.2033, loss: 0.4499 2022-10-25 01:19:35,333 - mmdet - INFO - Epoch [11][1850/7330] lr: 3.000e-03, eta: 0:38:10, time: 0.182, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0525, loss_cls: 0.1853, acc: 93.4587, loss_bbox: 0.2048, loss: 0.4669 2022-10-25 01:19:44,570 - mmdet - INFO - Epoch [11][1900/7330] lr: 3.000e-03, eta: 0:38:01, time: 0.185, data_time: 0.034, memory: 4157, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0523, loss_cls: 0.1930, acc: 93.2136, loss_bbox: 0.2167, loss: 0.4882 2022-10-25 01:19:53,590 - mmdet - INFO - Epoch [11][1950/7330] lr: 3.000e-03, eta: 0:37:52, time: 0.180, data_time: 0.037, memory: 4157, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0523, loss_cls: 0.1942, acc: 93.1018, loss_bbox: 0.2192, loss: 0.4903 2022-10-25 01:20:02,647 - mmdet - INFO - Epoch [11][2000/7330] lr: 3.000e-03, eta: 0:37:43, time: 0.181, data_time: 0.041, memory: 4157, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0483, loss_cls: 0.1861, acc: 93.4541, loss_bbox: 0.2074, loss: 0.4660 2022-10-25 01:20:11,574 - mmdet - INFO - Epoch [11][2050/7330] lr: 3.000e-03, eta: 0:37:34, time: 0.179, data_time: 0.033, memory: 4157, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0523, loss_cls: 0.1898, acc: 93.3093, loss_bbox: 0.2169, loss: 0.4825 2022-10-25 01:20:20,577 - mmdet - INFO - Epoch [11][2100/7330] lr: 3.000e-03, eta: 0:37:25, time: 0.180, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0481, loss_cls: 0.1856, acc: 93.4653, loss_bbox: 0.2056, loss: 0.4613 2022-10-25 01:20:29,848 - mmdet - INFO - Epoch [11][2150/7330] lr: 3.000e-03, eta: 0:37:16, time: 0.185, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0508, loss_cls: 0.1950, acc: 93.1226, loss_bbox: 0.2159, loss: 0.4858 2022-10-25 01:20:38,826 - mmdet - INFO - Epoch [11][2200/7330] lr: 3.000e-03, eta: 0:37:07, time: 0.180, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0488, loss_cls: 0.1815, acc: 93.4897, loss_bbox: 0.2057, loss: 0.4603 2022-10-25 01:20:47,987 - mmdet - INFO - Epoch [11][2250/7330] lr: 3.000e-03, eta: 0:36:59, time: 0.183, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0482, loss_cls: 0.1864, acc: 93.3916, loss_bbox: 0.2072, loss: 0.4669 2022-10-25 01:20:56,955 - mmdet - INFO - Epoch [11][2300/7330] lr: 3.000e-03, eta: 0:36:50, time: 0.179, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0509, loss_cls: 0.1920, acc: 93.3433, loss_bbox: 0.2058, loss: 0.4733 2022-10-25 01:21:05,727 - mmdet - INFO - Epoch [11][2350/7330] lr: 3.000e-03, eta: 0:36:41, time: 0.175, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0479, loss_cls: 0.1814, acc: 93.5778, loss_bbox: 0.2030, loss: 0.4553 2022-10-25 01:21:14,565 - mmdet - INFO - Epoch [11][2400/7330] lr: 3.000e-03, eta: 0:36:32, time: 0.177, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0496, loss_cls: 0.1848, acc: 93.5430, loss_bbox: 0.2102, loss: 0.4684 2022-10-25 01:21:23,298 - mmdet - INFO - Epoch [11][2450/7330] lr: 3.000e-03, eta: 0:36:23, time: 0.175, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0475, loss_cls: 0.1858, acc: 93.4888, loss_bbox: 0.2060, loss: 0.4632 2022-10-25 01:21:32,235 - mmdet - INFO - Epoch [11][2500/7330] lr: 3.000e-03, eta: 0:36:14, time: 0.179, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0470, loss_cls: 0.1803, acc: 93.6814, loss_bbox: 0.2064, loss: 0.4565 2022-10-25 01:21:41,227 - mmdet - INFO - Epoch [11][2550/7330] lr: 3.000e-03, eta: 0:36:05, time: 0.180, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0521, loss_cls: 0.1902, acc: 93.1394, loss_bbox: 0.2149, loss: 0.4804 2022-10-25 01:21:50,322 - mmdet - INFO - Epoch [11][2600/7330] lr: 3.000e-03, eta: 0:35:56, time: 0.182, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0472, loss_cls: 0.1800, acc: 93.6626, loss_bbox: 0.2016, loss: 0.4510 2022-10-25 01:21:59,030 - mmdet - INFO - Epoch [11][2650/7330] lr: 3.000e-03, eta: 0:35:47, time: 0.174, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0453, loss_cls: 0.1763, acc: 93.8284, loss_bbox: 0.2014, loss: 0.4442 2022-10-25 01:22:07,642 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-25 01:22:07,642 - mmdet - INFO - Epoch [11][2700/7330] lr: 3.000e-03, eta: 0:35:38, time: 0.172, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0452, loss_cls: 0.1786, acc: 93.6111, loss_bbox: 0.2072, loss: 0.4545 2022-10-25 01:22:16,761 - mmdet - INFO - Epoch [11][2750/7330] lr: 3.000e-03, eta: 0:35:29, time: 0.182, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0491, loss_cls: 0.1898, acc: 93.3794, loss_bbox: 0.2117, loss: 0.4754 2022-10-25 01:22:25,681 - mmdet - INFO - Epoch [11][2800/7330] lr: 3.000e-03, eta: 0:35:20, time: 0.178, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0479, loss_cls: 0.1828, acc: 93.5276, loss_bbox: 0.2066, loss: 0.4602 2022-10-25 01:22:34,499 - mmdet - INFO - Epoch [11][2850/7330] lr: 3.000e-03, eta: 0:35:11, time: 0.176, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0468, loss_cls: 0.1852, acc: 93.6162, loss_bbox: 0.2026, loss: 0.4557 2022-10-25 01:22:43,270 - mmdet - INFO - Epoch [11][2900/7330] lr: 3.000e-03, eta: 0:35:02, time: 0.175, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0483, loss_cls: 0.1834, acc: 93.5100, loss_bbox: 0.2076, loss: 0.4627 2022-10-25 01:22:52,325 - mmdet - INFO - Epoch [11][2950/7330] lr: 3.000e-03, eta: 0:34:53, time: 0.181, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0449, loss_cls: 0.1810, acc: 93.6462, loss_bbox: 0.2027, loss: 0.4513 2022-10-25 01:23:01,751 - mmdet - INFO - Epoch [11][3000/7330] lr: 3.000e-03, eta: 0:34:44, time: 0.189, data_time: 0.037, memory: 4158, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0489, loss_cls: 0.1859, acc: 93.4065, loss_bbox: 0.2128, loss: 0.4708 2022-10-25 01:23:10,709 - mmdet - INFO - Epoch [11][3050/7330] lr: 3.000e-03, eta: 0:34:35, time: 0.179, data_time: 0.038, memory: 4158, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0508, loss_cls: 0.1860, acc: 93.5129, loss_bbox: 0.2047, loss: 0.4660 2022-10-25 01:23:19,647 - mmdet - INFO - Epoch [11][3100/7330] lr: 3.000e-03, eta: 0:34:27, time: 0.179, data_time: 0.026, memory: 4158, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0492, loss_cls: 0.1820, acc: 93.5342, loss_bbox: 0.2057, loss: 0.4601 2022-10-25 01:23:28,680 - mmdet - INFO - Epoch [11][3150/7330] lr: 3.000e-03, eta: 0:34:18, time: 0.181, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0511, loss_cls: 0.1879, acc: 93.3145, loss_bbox: 0.2136, loss: 0.4768 2022-10-25 01:23:37,641 - mmdet - INFO - Epoch [11][3200/7330] lr: 3.000e-03, eta: 0:34:09, time: 0.179, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0505, loss_cls: 0.1914, acc: 93.1528, loss_bbox: 0.2163, loss: 0.4835 2022-10-25 01:23:46,537 - mmdet - INFO - Epoch [11][3250/7330] lr: 3.000e-03, eta: 0:34:00, time: 0.178, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0460, loss_cls: 0.1751, acc: 93.7668, loss_bbox: 0.1987, loss: 0.4407 2022-10-25 01:23:55,461 - mmdet - INFO - Epoch [11][3300/7330] lr: 3.000e-03, eta: 0:33:51, time: 0.178, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0483, loss_cls: 0.1829, acc: 93.5212, loss_bbox: 0.2078, loss: 0.4625 2022-10-25 01:24:04,144 - mmdet - INFO - Epoch [11][3350/7330] lr: 3.000e-03, eta: 0:33:42, time: 0.174, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0456, loss_cls: 0.1797, acc: 93.6809, loss_bbox: 0.2030, loss: 0.4517 2022-10-25 01:24:12,929 - mmdet - INFO - Epoch [11][3400/7330] lr: 3.000e-03, eta: 0:33:33, time: 0.176, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0450, loss_cls: 0.1658, acc: 94.1060, loss_bbox: 0.1890, loss: 0.4214 2022-10-25 01:24:22,085 - mmdet - INFO - Epoch [11][3450/7330] lr: 3.000e-03, eta: 0:33:24, time: 0.183, data_time: 0.037, memory: 4158, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0501, loss_cls: 0.1895, acc: 93.3496, loss_bbox: 0.2107, loss: 0.4742 2022-10-25 01:24:30,979 - mmdet - INFO - Epoch [11][3500/7330] lr: 3.000e-03, eta: 0:33:15, time: 0.178, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0450, loss_cls: 0.1811, acc: 93.5427, loss_bbox: 0.2064, loss: 0.4539 2022-10-25 01:24:39,707 - mmdet - INFO - Epoch [11][3550/7330] lr: 3.000e-03, eta: 0:33:06, time: 0.175, data_time: 0.037, memory: 4158, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0476, loss_cls: 0.1875, acc: 93.4629, loss_bbox: 0.2096, loss: 0.4675 2022-10-25 01:24:48,953 - mmdet - INFO - Epoch [11][3600/7330] lr: 3.000e-03, eta: 0:32:57, time: 0.185, data_time: 0.028, memory: 4158, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0476, loss_cls: 0.1777, acc: 93.5972, loss_bbox: 0.2047, loss: 0.4538 2022-10-25 01:24:57,598 - mmdet - INFO - Epoch [11][3650/7330] lr: 3.000e-03, eta: 0:32:48, time: 0.173, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0468, loss_cls: 0.1945, acc: 93.2219, loss_bbox: 0.2153, loss: 0.4803 2022-10-25 01:25:06,625 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-25 01:25:06,626 - mmdet - INFO - Epoch [11][3700/7330] lr: 3.000e-03, eta: 0:32:39, time: 0.181, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0500, loss_cls: 0.1928, acc: 93.2026, loss_bbox: 0.2137, loss: 0.4815 2022-10-25 01:25:15,609 - mmdet - INFO - Epoch [11][3750/7330] lr: 3.000e-03, eta: 0:32:30, time: 0.180, data_time: 0.037, memory: 4158, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0528, loss_cls: 0.1905, acc: 93.2805, loss_bbox: 0.2158, loss: 0.4831 2022-10-25 01:25:24,625 - mmdet - INFO - Epoch [11][3800/7330] lr: 3.000e-03, eta: 0:32:21, time: 0.180, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0487, loss_cls: 0.1877, acc: 93.4961, loss_bbox: 0.2076, loss: 0.4695 2022-10-25 01:25:33,724 - mmdet - INFO - Epoch [11][3850/7330] lr: 3.000e-03, eta: 0:32:12, time: 0.182, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0494, loss_cls: 0.1882, acc: 93.2952, loss_bbox: 0.2128, loss: 0.4741 2022-10-25 01:25:42,954 - mmdet - INFO - Epoch [11][3900/7330] lr: 3.000e-03, eta: 0:32:04, time: 0.185, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0519, loss_cls: 0.1931, acc: 93.2278, loss_bbox: 0.2166, loss: 0.4878 2022-10-25 01:25:51,872 - mmdet - INFO - Epoch [11][3950/7330] lr: 3.000e-03, eta: 0:31:55, time: 0.178, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0488, loss_cls: 0.1928, acc: 93.2139, loss_bbox: 0.2143, loss: 0.4803 2022-10-25 01:26:00,679 - mmdet - INFO - Epoch [11][4000/7330] lr: 3.000e-03, eta: 0:31:46, time: 0.176, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0470, loss_cls: 0.1847, acc: 93.4407, loss_bbox: 0.2061, loss: 0.4615 2022-10-25 01:26:09,314 - mmdet - INFO - Epoch [11][4050/7330] lr: 3.000e-03, eta: 0:31:37, time: 0.173, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0486, loss_cls: 0.1846, acc: 93.4990, loss_bbox: 0.2055, loss: 0.4613 2022-10-25 01:26:18,428 - mmdet - INFO - Epoch [11][4100/7330] lr: 3.000e-03, eta: 0:31:28, time: 0.182, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0482, loss_cls: 0.1848, acc: 93.6028, loss_bbox: 0.2025, loss: 0.4587 2022-10-25 01:26:27,249 - mmdet - INFO - Epoch [11][4150/7330] lr: 3.000e-03, eta: 0:31:19, time: 0.176, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0472, loss_cls: 0.1899, acc: 93.4304, loss_bbox: 0.2079, loss: 0.4692 2022-10-25 01:26:36,213 - mmdet - INFO - Epoch [11][4200/7330] lr: 3.000e-03, eta: 0:31:10, time: 0.179, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0489, loss_cls: 0.1897, acc: 93.2732, loss_bbox: 0.2141, loss: 0.4780 2022-10-25 01:26:45,216 - mmdet - INFO - Epoch [11][4250/7330] lr: 3.000e-03, eta: 0:31:01, time: 0.180, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0515, loss_cls: 0.1989, acc: 93.0808, loss_bbox: 0.2162, loss: 0.4908 2022-10-25 01:26:54,292 - mmdet - INFO - Epoch [11][4300/7330] lr: 3.000e-03, eta: 0:30:52, time: 0.181, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0494, loss_cls: 0.1819, acc: 93.4709, loss_bbox: 0.2098, loss: 0.4645 2022-10-25 01:27:03,017 - mmdet - INFO - Epoch [11][4350/7330] lr: 3.000e-03, eta: 0:30:43, time: 0.175, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0453, loss_cls: 0.1845, acc: 93.4731, loss_bbox: 0.2055, loss: 0.4586 2022-10-25 01:27:11,670 - mmdet - INFO - Epoch [11][4400/7330] lr: 3.000e-03, eta: 0:30:34, time: 0.173, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0489, loss_cls: 0.1933, acc: 93.2043, loss_bbox: 0.2096, loss: 0.4759 2022-10-25 01:27:20,361 - mmdet - INFO - Epoch [11][4450/7330] lr: 3.000e-03, eta: 0:30:25, time: 0.174, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0473, loss_cls: 0.1844, acc: 93.5591, loss_bbox: 0.2056, loss: 0.4608 2022-10-25 01:27:29,272 - mmdet - INFO - Epoch [11][4500/7330] lr: 3.000e-03, eta: 0:30:16, time: 0.178, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0479, loss_cls: 0.1796, acc: 93.6187, loss_bbox: 0.2000, loss: 0.4509 2022-10-25 01:27:38,211 - mmdet - INFO - Epoch [11][4550/7330] lr: 3.000e-03, eta: 0:30:07, time: 0.179, data_time: 0.028, memory: 4158, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0506, loss_cls: 0.1844, acc: 93.4219, loss_bbox: 0.2076, loss: 0.4659 2022-10-25 01:27:46,880 - mmdet - INFO - Epoch [11][4600/7330] lr: 3.000e-03, eta: 0:29:58, time: 0.173, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0433, loss_cls: 0.1783, acc: 93.7332, loss_bbox: 0.1987, loss: 0.4424 2022-10-25 01:27:56,106 - mmdet - INFO - Epoch [11][4650/7330] lr: 3.000e-03, eta: 0:29:49, time: 0.184, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0497, loss_cls: 0.1925, acc: 93.3433, loss_bbox: 0.2109, loss: 0.4777 2022-10-25 01:28:05,080 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-25 01:28:05,081 - mmdet - INFO - Epoch [11][4700/7330] lr: 3.000e-03, eta: 0:29:40, time: 0.180, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0499, loss_cls: 0.1933, acc: 93.2495, loss_bbox: 0.2125, loss: 0.4802 2022-10-25 01:28:13,784 - mmdet - INFO - Epoch [11][4750/7330] lr: 3.000e-03, eta: 0:29:31, time: 0.174, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0475, loss_cls: 0.1890, acc: 93.2673, loss_bbox: 0.2087, loss: 0.4690 2022-10-25 01:28:22,458 - mmdet - INFO - Epoch [11][4800/7330] lr: 3.000e-03, eta: 0:29:22, time: 0.173, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0483, loss_cls: 0.1794, acc: 93.6116, loss_bbox: 0.1992, loss: 0.4484 2022-10-25 01:28:31,429 - mmdet - INFO - Epoch [11][4850/7330] lr: 3.000e-03, eta: 0:29:13, time: 0.179, data_time: 0.042, memory: 4158, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0502, loss_cls: 0.1884, acc: 93.3904, loss_bbox: 0.2137, loss: 0.4766 2022-10-25 01:28:40,237 - mmdet - INFO - Epoch [11][4900/7330] lr: 3.000e-03, eta: 0:29:05, time: 0.176, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0484, loss_cls: 0.1838, acc: 93.5913, loss_bbox: 0.2028, loss: 0.4583 2022-10-25 01:28:49,054 - mmdet - INFO - Epoch [11][4950/7330] lr: 3.000e-03, eta: 0:28:56, time: 0.176, data_time: 0.028, memory: 4158, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0480, loss_cls: 0.1777, acc: 93.7996, loss_bbox: 0.1975, loss: 0.4450 2022-10-25 01:28:57,989 - mmdet - INFO - Epoch [11][5000/7330] lr: 3.000e-03, eta: 0:28:47, time: 0.179, data_time: 0.038, memory: 4158, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0495, loss_cls: 0.1885, acc: 93.3555, loss_bbox: 0.2118, loss: 0.4738 2022-10-25 01:29:06,747 - mmdet - INFO - Epoch [11][5050/7330] lr: 3.000e-03, eta: 0:28:38, time: 0.175, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0484, loss_cls: 0.1850, acc: 93.4653, loss_bbox: 0.2098, loss: 0.4676 2022-10-25 01:29:15,774 - mmdet - INFO - Epoch [11][5100/7330] lr: 3.000e-03, eta: 0:28:29, time: 0.181, data_time: 0.041, memory: 4158, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0502, loss_cls: 0.1830, acc: 93.5229, loss_bbox: 0.2053, loss: 0.4611 2022-10-25 01:29:25,186 - mmdet - INFO - Epoch [11][5150/7330] lr: 3.000e-03, eta: 0:28:20, time: 0.188, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0473, loss_cls: 0.1829, acc: 93.5283, loss_bbox: 0.2087, loss: 0.4625 2022-10-25 01:29:33,927 - mmdet - INFO - Epoch [11][5200/7330] lr: 3.000e-03, eta: 0:28:11, time: 0.175, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0471, loss_cls: 0.1840, acc: 93.5632, loss_bbox: 0.2065, loss: 0.4619 2022-10-25 01:29:42,581 - mmdet - INFO - Epoch [11][5250/7330] lr: 3.000e-03, eta: 0:28:02, time: 0.173, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0462, loss_cls: 0.1803, acc: 93.6462, loss_bbox: 0.2007, loss: 0.4499 2022-10-25 01:29:51,461 - mmdet - INFO - Epoch [11][5300/7330] lr: 3.000e-03, eta: 0:27:53, time: 0.178, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0457, loss_cls: 0.1754, acc: 93.8840, loss_bbox: 0.1962, loss: 0.4406 2022-10-25 01:30:00,619 - mmdet - INFO - Epoch [11][5350/7330] lr: 3.000e-03, eta: 0:27:44, time: 0.183, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0500, loss_cls: 0.1889, acc: 93.3645, loss_bbox: 0.2147, loss: 0.4774 2022-10-25 01:30:09,334 - mmdet - INFO - Epoch [11][5400/7330] lr: 3.000e-03, eta: 0:27:35, time: 0.174, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0454, loss_cls: 0.1857, acc: 93.4258, loss_bbox: 0.2067, loss: 0.4610 2022-10-25 01:30:18,131 - mmdet - INFO - Epoch [11][5450/7330] lr: 3.000e-03, eta: 0:27:26, time: 0.176, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0472, loss_cls: 0.1869, acc: 93.4070, loss_bbox: 0.2072, loss: 0.4652 2022-10-25 01:30:27,092 - mmdet - INFO - Epoch [11][5500/7330] lr: 3.000e-03, eta: 0:27:17, time: 0.179, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0489, loss_cls: 0.1888, acc: 93.4026, loss_bbox: 0.2065, loss: 0.4688 2022-10-25 01:30:35,807 - mmdet - INFO - Epoch [11][5550/7330] lr: 3.000e-03, eta: 0:27:08, time: 0.174, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0502, loss_cls: 0.1897, acc: 93.2749, loss_bbox: 0.2145, loss: 0.4781 2022-10-25 01:30:44,808 - mmdet - INFO - Epoch [11][5600/7330] lr: 3.000e-03, eta: 0:26:59, time: 0.180, data_time: 0.028, memory: 4158, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0467, loss_cls: 0.1856, acc: 93.3716, loss_bbox: 0.2058, loss: 0.4605 2022-10-25 01:30:53,760 - mmdet - INFO - Epoch [11][5650/7330] lr: 3.000e-03, eta: 0:26:50, time: 0.179, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0490, loss_cls: 0.1861, acc: 93.4167, loss_bbox: 0.2085, loss: 0.4676 2022-10-25 01:31:02,507 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-25 01:31:02,507 - mmdet - INFO - Epoch [11][5700/7330] lr: 3.000e-03, eta: 0:26:41, time: 0.175, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0480, loss_cls: 0.1905, acc: 93.3462, loss_bbox: 0.2112, loss: 0.4735 2022-10-25 01:31:11,497 - mmdet - INFO - Epoch [11][5750/7330] lr: 3.000e-03, eta: 0:26:32, time: 0.180, data_time: 0.038, memory: 4158, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0520, loss_cls: 0.1937, acc: 93.2532, loss_bbox: 0.2163, loss: 0.4869 2022-10-25 01:31:20,263 - mmdet - INFO - Epoch [11][5800/7330] lr: 3.000e-03, eta: 0:26:23, time: 0.175, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0471, loss_cls: 0.1799, acc: 93.6836, loss_bbox: 0.2023, loss: 0.4520 2022-10-25 01:31:29,422 - mmdet - INFO - Epoch [11][5850/7330] lr: 3.000e-03, eta: 0:26:15, time: 0.183, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0485, loss_cls: 0.1853, acc: 93.5771, loss_bbox: 0.2078, loss: 0.4645 2022-10-25 01:31:38,419 - mmdet - INFO - Epoch [11][5900/7330] lr: 3.000e-03, eta: 0:26:06, time: 0.180, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0469, loss_cls: 0.1802, acc: 93.5725, loss_bbox: 0.2100, loss: 0.4601 2022-10-25 01:31:47,277 - mmdet - INFO - Epoch [11][5950/7330] lr: 3.000e-03, eta: 0:25:57, time: 0.177, data_time: 0.038, memory: 4158, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0481, loss_cls: 0.1896, acc: 93.2981, loss_bbox: 0.2141, loss: 0.4760 2022-10-25 01:31:56,214 - mmdet - INFO - Epoch [11][6000/7330] lr: 3.000e-03, eta: 0:25:48, time: 0.179, data_time: 0.039, memory: 4158, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0472, loss_cls: 0.1893, acc: 93.3958, loss_bbox: 0.2098, loss: 0.4702 2022-10-25 01:32:04,999 - mmdet - INFO - Epoch [11][6050/7330] lr: 3.000e-03, eta: 0:25:39, time: 0.176, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0445, loss_cls: 0.1772, acc: 93.8164, loss_bbox: 0.2025, loss: 0.4445 2022-10-25 01:32:13,876 - mmdet - INFO - Epoch [11][6100/7330] lr: 3.000e-03, eta: 0:25:30, time: 0.178, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0493, loss_cls: 0.1851, acc: 93.4841, loss_bbox: 0.2127, loss: 0.4716 2022-10-25 01:32:22,729 - mmdet - INFO - Epoch [11][6150/7330] lr: 3.000e-03, eta: 0:25:21, time: 0.177, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0514, loss_cls: 0.1829, acc: 93.4617, loss_bbox: 0.2117, loss: 0.4697 2022-10-25 01:32:31,603 - mmdet - INFO - Epoch [11][6200/7330] lr: 3.000e-03, eta: 0:25:12, time: 0.177, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0493, loss_cls: 0.1893, acc: 93.3821, loss_bbox: 0.2121, loss: 0.4743 2022-10-25 01:32:40,483 - mmdet - INFO - Epoch [11][6250/7330] lr: 3.000e-03, eta: 0:25:03, time: 0.178, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0501, loss_cls: 0.1878, acc: 93.4827, loss_bbox: 0.2127, loss: 0.4746 2022-10-25 01:32:49,169 - mmdet - INFO - Epoch [11][6300/7330] lr: 3.000e-03, eta: 0:24:54, time: 0.174, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0488, loss_cls: 0.1865, acc: 93.4978, loss_bbox: 0.2101, loss: 0.4694 2022-10-25 01:32:58,273 - mmdet - INFO - Epoch [11][6350/7330] lr: 3.000e-03, eta: 0:24:45, time: 0.182, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0528, loss_cls: 0.1951, acc: 93.1543, loss_bbox: 0.2156, loss: 0.4870 2022-10-25 01:33:07,104 - mmdet - INFO - Epoch [11][6400/7330] lr: 3.000e-03, eta: 0:24:36, time: 0.177, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0480, loss_cls: 0.1732, acc: 93.8911, loss_bbox: 0.1989, loss: 0.4434 2022-10-25 01:33:16,411 - mmdet - INFO - Epoch [11][6450/7330] lr: 3.000e-03, eta: 0:24:27, time: 0.186, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0500, loss_cls: 0.1878, acc: 93.3062, loss_bbox: 0.2130, loss: 0.4749 2022-10-25 01:33:25,359 - mmdet - INFO - Epoch [11][6500/7330] lr: 3.000e-03, eta: 0:24:18, time: 0.179, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0480, loss_cls: 0.1768, acc: 93.7375, loss_bbox: 0.2057, loss: 0.4536 2022-10-25 01:33:34,156 - mmdet - INFO - Epoch [11][6550/7330] lr: 3.000e-03, eta: 0:24:09, time: 0.176, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0493, loss_cls: 0.1912, acc: 93.2612, loss_bbox: 0.2166, loss: 0.4809 2022-10-25 01:33:43,314 - mmdet - INFO - Epoch [11][6600/7330] lr: 3.000e-03, eta: 0:24:00, time: 0.183, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0488, loss_cls: 0.1875, acc: 93.3130, loss_bbox: 0.2147, loss: 0.4746 2022-10-25 01:33:52,160 - mmdet - INFO - Epoch [11][6650/7330] lr: 3.000e-03, eta: 0:23:52, time: 0.177, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0487, loss_cls: 0.1862, acc: 93.4495, loss_bbox: 0.2062, loss: 0.4645 2022-10-25 01:34:01,041 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-25 01:34:01,042 - mmdet - INFO - Epoch [11][6700/7330] lr: 3.000e-03, eta: 0:23:43, time: 0.178, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0484, loss_cls: 0.1902, acc: 93.4155, loss_bbox: 0.2072, loss: 0.4685 2022-10-25 01:34:09,810 - mmdet - INFO - Epoch [11][6750/7330] lr: 3.000e-03, eta: 0:23:34, time: 0.175, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0493, loss_cls: 0.1854, acc: 93.4912, loss_bbox: 0.2066, loss: 0.4654 2022-10-25 01:34:18,940 - mmdet - INFO - Epoch [11][6800/7330] lr: 3.000e-03, eta: 0:23:25, time: 0.183, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0499, loss_cls: 0.1992, acc: 92.9116, loss_bbox: 0.2246, loss: 0.4990 2022-10-25 01:34:28,005 - mmdet - INFO - Epoch [11][6850/7330] lr: 3.000e-03, eta: 0:23:16, time: 0.181, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0488, loss_cls: 0.1859, acc: 93.3586, loss_bbox: 0.2090, loss: 0.4685 2022-10-25 01:34:36,769 - mmdet - INFO - Epoch [11][6900/7330] lr: 3.000e-03, eta: 0:23:07, time: 0.175, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0499, loss_cls: 0.1897, acc: 93.3064, loss_bbox: 0.2137, loss: 0.4765 2022-10-25 01:34:45,905 - mmdet - INFO - Epoch [11][6950/7330] lr: 3.000e-03, eta: 0:22:58, time: 0.183, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0492, loss_cls: 0.1929, acc: 93.2534, loss_bbox: 0.2096, loss: 0.4751 2022-10-25 01:34:54,445 - mmdet - INFO - Epoch [11][7000/7330] lr: 3.000e-03, eta: 0:22:49, time: 0.171, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0490, loss_cls: 0.1780, acc: 93.6943, loss_bbox: 0.2016, loss: 0.4506 2022-10-25 01:35:03,623 - mmdet - INFO - Epoch [11][7050/7330] lr: 3.000e-03, eta: 0:22:40, time: 0.184, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0508, loss_cls: 0.1888, acc: 93.3760, loss_bbox: 0.2121, loss: 0.4760 2022-10-25 01:35:12,341 - mmdet - INFO - Epoch [11][7100/7330] lr: 3.000e-03, eta: 0:22:31, time: 0.174, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0463, loss_cls: 0.1807, acc: 93.6067, loss_bbox: 0.2055, loss: 0.4558 2022-10-25 01:35:21,047 - mmdet - INFO - Epoch [11][7150/7330] lr: 3.000e-03, eta: 0:22:22, time: 0.174, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0477, loss_cls: 0.1791, acc: 93.5732, loss_bbox: 0.2053, loss: 0.4556 2022-10-25 01:35:30,095 - mmdet - INFO - Epoch [11][7200/7330] lr: 3.000e-03, eta: 0:22:13, time: 0.181, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0502, loss_cls: 0.1866, acc: 93.3894, loss_bbox: 0.2111, loss: 0.4721 2022-10-25 01:35:39,174 - mmdet - INFO - Epoch [11][7250/7330] lr: 3.000e-03, eta: 0:22:04, time: 0.182, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0510, loss_cls: 0.1911, acc: 93.2456, loss_bbox: 0.2125, loss: 0.4787 2022-10-25 01:35:48,350 - mmdet - INFO - Epoch [11][7300/7330] lr: 3.000e-03, eta: 0:21:55, time: 0.184, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0494, loss_cls: 0.1877, acc: 93.3674, loss_bbox: 0.2138, loss: 0.4759 2022-10-25 01:35:53,871 - mmdet - INFO - Saving checkpoint at 11 epochs 2022-10-25 01:36:17,775 - mmdet - INFO - Evaluating bbox... 2022-10-25 01:36:45,456 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.386 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.588 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.419 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.222 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.421 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.497 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.526 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.526 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.526 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.324 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.563 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.675 2022-10-25 01:36:45,819 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_faster-rcnn_1x_coco_lr3e-2_wd5e-5_keep-all/best_bbox_mAP_epoch_10.pth was removed 2022-10-25 01:36:46,502 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_11.pth. 2022-10-25 01:36:46,503 - mmdet - INFO - Best bbox_mAP is 0.3860 at 11 epoch. 2022-10-25 01:36:46,503 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-25 01:36:46,503 - mmdet - INFO - Epoch(val) [11][625] bbox_mAP: 0.3860, bbox_mAP_50: 0.5880, bbox_mAP_75: 0.4190, bbox_mAP_s: 0.2220, bbox_mAP_m: 0.4210, bbox_mAP_l: 0.4970, bbox_mAP_copypaste: 0.386 0.588 0.419 0.222 0.421 0.497 2022-10-25 01:36:58,580 - mmdet - INFO - Epoch [12][50/7330] lr: 3.000e-04, eta: 0:21:41, time: 0.241, data_time: 0.095, memory: 4158, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0479, loss_cls: 0.1781, acc: 93.5869, loss_bbox: 0.2040, loss: 0.4504 2022-10-25 01:37:07,693 - mmdet - INFO - Epoch [12][100/7330] lr: 3.000e-04, eta: 0:21:32, time: 0.182, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0459, loss_cls: 0.1764, acc: 93.6235, loss_bbox: 0.2047, loss: 0.4479 2022-10-25 01:37:17,048 - mmdet - INFO - Epoch [12][150/7330] lr: 3.000e-04, eta: 0:21:23, time: 0.187, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0483, loss_cls: 0.1804, acc: 93.5312, loss_bbox: 0.2059, loss: 0.4572 2022-10-25 01:37:26,274 - mmdet - INFO - Epoch [12][200/7330] lr: 3.000e-04, eta: 0:21:14, time: 0.185, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0492, loss_cls: 0.1790, acc: 93.5911, loss_bbox: 0.2049, loss: 0.4562 2022-10-25 01:37:35,433 - mmdet - INFO - Epoch [12][250/7330] lr: 3.000e-04, eta: 0:21:05, time: 0.183, data_time: 0.028, memory: 4158, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0465, loss_cls: 0.1833, acc: 93.5322, loss_bbox: 0.2067, loss: 0.4595 2022-10-25 01:37:44,790 - mmdet - INFO - Epoch [12][300/7330] lr: 3.000e-04, eta: 0:20:56, time: 0.187, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0489, loss_cls: 0.1789, acc: 93.6707, loss_bbox: 0.2015, loss: 0.4531 2022-10-25 01:37:53,864 - mmdet - INFO - Epoch [12][350/7330] lr: 3.000e-04, eta: 0:20:47, time: 0.181, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0462, loss_cls: 0.1722, acc: 93.9385, loss_bbox: 0.2006, loss: 0.4399 2022-10-25 01:38:03,099 - mmdet - INFO - Epoch [12][400/7330] lr: 3.000e-04, eta: 0:20:38, time: 0.185, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0469, loss_cls: 0.1803, acc: 93.5659, loss_bbox: 0.2013, loss: 0.4499 2022-10-25 01:38:12,070 - mmdet - INFO - Epoch [12][450/7330] lr: 3.000e-04, eta: 0:20:29, time: 0.179, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0467, loss_cls: 0.1805, acc: 93.5911, loss_bbox: 0.2078, loss: 0.4568 2022-10-25 01:38:21,005 - mmdet - INFO - Epoch [12][500/7330] lr: 3.000e-04, eta: 0:20:21, time: 0.179, data_time: 0.037, memory: 4158, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0480, loss_cls: 0.1828, acc: 93.4358, loss_bbox: 0.2077, loss: 0.4615 2022-10-25 01:38:30,202 - mmdet - INFO - Epoch [12][550/7330] lr: 3.000e-04, eta: 0:20:12, time: 0.184, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0474, loss_cls: 0.1756, acc: 93.7913, loss_bbox: 0.2019, loss: 0.4484 2022-10-25 01:38:39,300 - mmdet - INFO - Epoch [12][600/7330] lr: 3.000e-04, eta: 0:20:03, time: 0.182, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0483, loss_cls: 0.1813, acc: 93.5117, loss_bbox: 0.2104, loss: 0.4619 2022-10-25 01:38:48,376 - mmdet - INFO - Epoch [12][650/7330] lr: 3.000e-04, eta: 0:19:54, time: 0.182, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0501, loss_cls: 0.1860, acc: 93.4402, loss_bbox: 0.2117, loss: 0.4699 2022-10-25 01:38:57,196 - mmdet - INFO - Epoch [12][700/7330] lr: 3.000e-04, eta: 0:19:45, time: 0.176, data_time: 0.037, memory: 4158, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0483, loss_cls: 0.1746, acc: 93.8271, loss_bbox: 0.2007, loss: 0.4447 2022-10-25 01:39:06,471 - mmdet - INFO - Epoch [12][750/7330] lr: 3.000e-04, eta: 0:19:36, time: 0.186, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0489, loss_cls: 0.1817, acc: 93.6140, loss_bbox: 0.2087, loss: 0.4625 2022-10-25 01:39:15,252 - mmdet - INFO - Epoch [12][800/7330] lr: 3.000e-04, eta: 0:19:27, time: 0.176, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0440, loss_cls: 0.1657, acc: 94.0842, loss_bbox: 0.1922, loss: 0.4223 2022-10-25 01:39:24,110 - mmdet - INFO - Epoch [12][850/7330] lr: 3.000e-04, eta: 0:19:18, time: 0.177, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0481, loss_cls: 0.1809, acc: 93.4795, loss_bbox: 0.2090, loss: 0.4606 2022-10-25 01:39:33,068 - mmdet - INFO - Epoch [12][900/7330] lr: 3.000e-04, eta: 0:19:09, time: 0.179, data_time: 0.039, memory: 4158, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0439, loss_cls: 0.1712, acc: 93.9214, loss_bbox: 0.1995, loss: 0.4343 2022-10-25 01:39:41,703 - mmdet - INFO - Epoch [12][950/7330] lr: 3.000e-04, eta: 0:19:00, time: 0.173, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0466, loss_cls: 0.1710, acc: 93.8066, loss_bbox: 0.1992, loss: 0.4379 2022-10-25 01:39:50,775 - mmdet - INFO - Epoch [12][1000/7330] lr: 3.000e-04, eta: 0:18:51, time: 0.181, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0473, loss_cls: 0.1843, acc: 93.5950, loss_bbox: 0.2069, loss: 0.4619 2022-10-25 01:40:00,024 - mmdet - INFO - Epoch [12][1050/7330] lr: 3.000e-04, eta: 0:18:42, time: 0.185, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0504, loss_cls: 0.1856, acc: 93.4180, loss_bbox: 0.2106, loss: 0.4701 2022-10-25 01:40:08,851 - mmdet - INFO - Epoch [12][1100/7330] lr: 3.000e-04, eta: 0:18:33, time: 0.177, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0488, loss_cls: 0.1812, acc: 93.5437, loss_bbox: 0.2090, loss: 0.4617 2022-10-25 01:40:18,180 - mmdet - INFO - Epoch [12][1150/7330] lr: 3.000e-04, eta: 0:18:24, time: 0.187, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0501, loss_cls: 0.1776, acc: 93.6523, loss_bbox: 0.2030, loss: 0.4537 2022-10-25 01:40:27,636 - mmdet - INFO - Epoch [12][1200/7330] lr: 3.000e-04, eta: 0:18:16, time: 0.189, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0485, loss_cls: 0.1774, acc: 93.6218, loss_bbox: 0.2080, loss: 0.4570 2022-10-25 01:40:36,709 - mmdet - INFO - Epoch [12][1250/7330] lr: 3.000e-04, eta: 0:18:07, time: 0.181, data_time: 0.037, memory: 4158, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0494, loss_cls: 0.1815, acc: 93.5723, loss_bbox: 0.1962, loss: 0.4487 2022-10-25 01:40:45,794 - mmdet - INFO - Epoch [12][1300/7330] lr: 3.000e-04, eta: 0:17:58, time: 0.182, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0492, loss_cls: 0.1793, acc: 93.7170, loss_bbox: 0.2002, loss: 0.4519 2022-10-25 01:40:54,579 - mmdet - INFO - Epoch [12][1350/7330] lr: 3.000e-04, eta: 0:17:49, time: 0.176, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0465, loss_cls: 0.1701, acc: 93.9365, loss_bbox: 0.1982, loss: 0.4361 2022-10-25 01:41:03,573 - mmdet - INFO - Epoch [12][1400/7330] lr: 3.000e-04, eta: 0:17:40, time: 0.180, data_time: 0.037, memory: 4158, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0481, loss_cls: 0.1758, acc: 93.7710, loss_bbox: 0.2017, loss: 0.4465 2022-10-25 01:41:12,605 - mmdet - INFO - Epoch [12][1450/7330] lr: 3.000e-04, eta: 0:17:31, time: 0.181, data_time: 0.041, memory: 4158, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0495, loss_cls: 0.1818, acc: 93.4961, loss_bbox: 0.2111, loss: 0.4655 2022-10-25 01:41:21,507 - mmdet - INFO - Epoch [12][1500/7330] lr: 3.000e-04, eta: 0:17:22, time: 0.178, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0463, loss_cls: 0.1717, acc: 93.8591, loss_bbox: 0.2002, loss: 0.4383 2022-10-25 01:41:30,396 - mmdet - INFO - Epoch [12][1550/7330] lr: 3.000e-04, eta: 0:17:13, time: 0.178, data_time: 0.037, memory: 4158, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0462, loss_cls: 0.1788, acc: 93.5898, loss_bbox: 0.2057, loss: 0.4530 2022-10-25 01:41:38,998 - mmdet - INFO - Epoch [12][1600/7330] lr: 3.000e-04, eta: 0:17:04, time: 0.172, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0455, loss_cls: 0.1735, acc: 93.7944, loss_bbox: 0.1987, loss: 0.4385 2022-10-25 01:41:47,798 - mmdet - INFO - Epoch [12][1650/7330] lr: 3.000e-04, eta: 0:16:55, time: 0.176, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0496, loss_cls: 0.1862, acc: 93.3567, loss_bbox: 0.2051, loss: 0.4639 2022-10-25 01:41:56,659 - mmdet - INFO - Epoch [12][1700/7330] lr: 3.000e-04, eta: 0:16:46, time: 0.177, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0468, loss_cls: 0.1779, acc: 93.6482, loss_bbox: 0.2030, loss: 0.4493 2022-10-25 01:42:05,511 - mmdet - INFO - Epoch [12][1750/7330] lr: 3.000e-04, eta: 0:16:37, time: 0.177, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0449, loss_cls: 0.1741, acc: 93.7627, loss_bbox: 0.1978, loss: 0.4373 2022-10-25 01:42:14,393 - mmdet - INFO - Epoch [12][1800/7330] lr: 3.000e-04, eta: 0:16:28, time: 0.178, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0480, loss_cls: 0.1865, acc: 93.4875, loss_bbox: 0.2071, loss: 0.4644 2022-10-25 01:42:23,266 - mmdet - INFO - Epoch [12][1850/7330] lr: 3.000e-04, eta: 0:16:19, time: 0.177, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0508, loss_cls: 0.1884, acc: 93.3423, loss_bbox: 0.2144, loss: 0.4771 2022-10-25 01:42:32,026 - mmdet - INFO - Epoch [12][1900/7330] lr: 3.000e-04, eta: 0:16:10, time: 0.175, data_time: 0.037, memory: 4158, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0464, loss_cls: 0.1756, acc: 93.8020, loss_bbox: 0.2014, loss: 0.4437 2022-10-25 01:42:40,860 - mmdet - INFO - Epoch [12][1950/7330] lr: 3.000e-04, eta: 0:16:01, time: 0.177, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0480, loss_cls: 0.1751, acc: 93.8169, loss_bbox: 0.2023, loss: 0.4471 2022-10-25 01:42:49,879 - mmdet - INFO - Epoch [12][2000/7330] lr: 3.000e-04, eta: 0:15:52, time: 0.180, data_time: 0.028, memory: 4158, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0464, loss_cls: 0.1739, acc: 93.7625, loss_bbox: 0.2004, loss: 0.4425 2022-10-25 01:42:58,566 - mmdet - INFO - Epoch [12][2050/7330] lr: 3.000e-04, eta: 0:15:43, time: 0.174, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0466, loss_cls: 0.1752, acc: 93.7915, loss_bbox: 0.2010, loss: 0.4441 2022-10-25 01:43:07,848 - mmdet - INFO - Epoch [12][2100/7330] lr: 3.000e-04, eta: 0:15:35, time: 0.186, data_time: 0.042, memory: 4158, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0500, loss_cls: 0.1890, acc: 93.1406, loss_bbox: 0.2146, loss: 0.4768 2022-10-25 01:43:16,912 - mmdet - INFO - Epoch [12][2150/7330] lr: 3.000e-04, eta: 0:15:26, time: 0.181, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0460, loss_cls: 0.1785, acc: 93.6111, loss_bbox: 0.2038, loss: 0.4498 2022-10-25 01:43:25,900 - mmdet - INFO - Epoch [12][2200/7330] lr: 3.000e-04, eta: 0:15:17, time: 0.180, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0465, loss_cls: 0.1807, acc: 93.5852, loss_bbox: 0.2072, loss: 0.4559 2022-10-25 01:43:34,624 - mmdet - INFO - Epoch [12][2250/7330] lr: 3.000e-04, eta: 0:15:08, time: 0.174, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0479, loss_cls: 0.1699, acc: 93.9258, loss_bbox: 0.2003, loss: 0.4389 2022-10-25 01:43:43,553 - mmdet - INFO - Epoch [12][2300/7330] lr: 3.000e-04, eta: 0:14:59, time: 0.179, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0481, loss_cls: 0.1786, acc: 93.6213, loss_bbox: 0.2061, loss: 0.4547 2022-10-25 01:43:53,007 - mmdet - INFO - Epoch [12][2350/7330] lr: 3.000e-04, eta: 0:14:50, time: 0.189, data_time: 0.038, memory: 4158, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0513, loss_cls: 0.1778, acc: 93.6016, loss_bbox: 0.2065, loss: 0.4584 2022-10-25 01:44:01,899 - mmdet - INFO - Epoch [12][2400/7330] lr: 3.000e-04, eta: 0:14:41, time: 0.178, data_time: 0.038, memory: 4158, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0449, loss_cls: 0.1681, acc: 94.0420, loss_bbox: 0.1908, loss: 0.4244 2022-10-25 01:44:11,099 - mmdet - INFO - Epoch [12][2450/7330] lr: 3.000e-04, eta: 0:14:32, time: 0.184, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0509, loss_cls: 0.1781, acc: 93.5908, loss_bbox: 0.2042, loss: 0.4568 2022-10-25 01:44:20,050 - mmdet - INFO - Epoch [12][2500/7330] lr: 3.000e-04, eta: 0:14:23, time: 0.179, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0497, loss_cls: 0.1879, acc: 93.3167, loss_bbox: 0.2152, loss: 0.4755 2022-10-25 01:44:28,960 - mmdet - INFO - Epoch [12][2550/7330] lr: 3.000e-04, eta: 0:14:14, time: 0.178, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0471, loss_cls: 0.1798, acc: 93.5771, loss_bbox: 0.2089, loss: 0.4576 2022-10-25 01:44:37,961 - mmdet - INFO - Epoch [12][2600/7330] lr: 3.000e-04, eta: 0:14:05, time: 0.180, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0489, loss_cls: 0.1829, acc: 93.5964, loss_bbox: 0.2076, loss: 0.4638 2022-10-25 01:44:46,714 - mmdet - INFO - Epoch [12][2650/7330] lr: 3.000e-04, eta: 0:13:56, time: 0.175, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0474, loss_cls: 0.1749, acc: 93.7920, loss_bbox: 0.2018, loss: 0.4468 2022-10-25 01:44:55,896 - mmdet - INFO - Epoch [12][2700/7330] lr: 3.000e-04, eta: 0:13:47, time: 0.184, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0486, loss_cls: 0.1836, acc: 93.3711, loss_bbox: 0.2098, loss: 0.4649 2022-10-25 01:45:04,626 - mmdet - INFO - Epoch [12][2750/7330] lr: 3.000e-04, eta: 0:13:38, time: 0.175, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0463, loss_cls: 0.1725, acc: 93.8770, loss_bbox: 0.1983, loss: 0.4372 2022-10-25 01:45:13,764 - mmdet - INFO - Epoch [12][2800/7330] lr: 3.000e-04, eta: 0:13:29, time: 0.183, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0505, loss_cls: 0.1823, acc: 93.4878, loss_bbox: 0.2075, loss: 0.4619 2022-10-25 01:45:22,598 - mmdet - INFO - Epoch [12][2850/7330] lr: 3.000e-04, eta: 0:13:20, time: 0.177, data_time: 0.039, memory: 4158, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0473, loss_cls: 0.1838, acc: 93.5381, loss_bbox: 0.2058, loss: 0.4583 2022-10-25 01:45:31,311 - mmdet - INFO - Epoch [12][2900/7330] lr: 3.000e-04, eta: 0:13:12, time: 0.174, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0449, loss_cls: 0.1776, acc: 93.7192, loss_bbox: 0.2020, loss: 0.4455 2022-10-25 01:45:40,587 - mmdet - INFO - Epoch [12][2950/7330] lr: 3.000e-04, eta: 0:13:03, time: 0.186, data_time: 0.042, memory: 4158, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0476, loss_cls: 0.1869, acc: 93.3589, loss_bbox: 0.2127, loss: 0.4704 2022-10-25 01:45:49,617 - mmdet - INFO - Epoch [12][3000/7330] lr: 3.000e-04, eta: 0:12:54, time: 0.181, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0473, loss_cls: 0.1740, acc: 93.6985, loss_bbox: 0.2008, loss: 0.4433 2022-10-25 01:45:58,358 - mmdet - INFO - Epoch [12][3050/7330] lr: 3.000e-04, eta: 0:12:45, time: 0.175, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0477, loss_cls: 0.1740, acc: 93.7185, loss_bbox: 0.2033, loss: 0.4465 2022-10-25 01:46:07,623 - mmdet - INFO - Epoch [12][3100/7330] lr: 3.000e-04, eta: 0:12:36, time: 0.185, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0475, loss_cls: 0.1765, acc: 93.7175, loss_bbox: 0.1997, loss: 0.4464 2022-10-25 01:46:16,602 - mmdet - INFO - Epoch [12][3150/7330] lr: 3.000e-04, eta: 0:12:27, time: 0.180, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0491, loss_cls: 0.1814, acc: 93.6091, loss_bbox: 0.2092, loss: 0.4629 2022-10-25 01:46:25,592 - mmdet - INFO - Epoch [12][3200/7330] lr: 3.000e-04, eta: 0:12:18, time: 0.180, data_time: 0.037, memory: 4158, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0506, loss_cls: 0.1810, acc: 93.6162, loss_bbox: 0.2055, loss: 0.4605 2022-10-25 01:46:34,691 - mmdet - INFO - Epoch [12][3250/7330] lr: 3.000e-04, eta: 0:12:09, time: 0.182, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0469, loss_cls: 0.1812, acc: 93.4719, loss_bbox: 0.2087, loss: 0.4605 2022-10-25 01:46:43,849 - mmdet - INFO - Epoch [12][3300/7330] lr: 3.000e-04, eta: 0:12:00, time: 0.183, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0478, loss_cls: 0.1824, acc: 93.4556, loss_bbox: 0.2101, loss: 0.4627 2022-10-25 01:46:52,805 - mmdet - INFO - Epoch [12][3350/7330] lr: 3.000e-04, eta: 0:11:51, time: 0.179, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0480, loss_cls: 0.1766, acc: 93.6912, loss_bbox: 0.2043, loss: 0.4516 2022-10-25 01:47:01,698 - mmdet - INFO - Epoch [12][3400/7330] lr: 3.000e-04, eta: 0:11:42, time: 0.178, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0455, loss_cls: 0.1723, acc: 93.8721, loss_bbox: 0.1950, loss: 0.4335 2022-10-25 01:47:10,842 - mmdet - INFO - Epoch [12][3450/7330] lr: 3.000e-04, eta: 0:11:33, time: 0.183, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0473, loss_cls: 0.1801, acc: 93.5142, loss_bbox: 0.2067, loss: 0.4560 2022-10-25 01:47:19,925 - mmdet - INFO - Epoch [12][3500/7330] lr: 3.000e-04, eta: 0:11:24, time: 0.182, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0485, loss_cls: 0.1782, acc: 93.5457, loss_bbox: 0.2071, loss: 0.4554 2022-10-25 01:47:28,675 - mmdet - INFO - Epoch [12][3550/7330] lr: 3.000e-04, eta: 0:11:15, time: 0.175, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0479, loss_cls: 0.1707, acc: 93.9109, loss_bbox: 0.2015, loss: 0.4401 2022-10-25 01:47:37,700 - mmdet - INFO - Epoch [12][3600/7330] lr: 3.000e-04, eta: 0:11:06, time: 0.180, data_time: 0.043, memory: 4158, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0478, loss_cls: 0.1801, acc: 93.5803, loss_bbox: 0.2071, loss: 0.4572 2022-10-25 01:47:46,727 - mmdet - INFO - Epoch [12][3650/7330] lr: 3.000e-04, eta: 0:10:58, time: 0.181, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0471, loss_cls: 0.1714, acc: 93.8047, loss_bbox: 0.2010, loss: 0.4401 2022-10-25 01:47:55,428 - mmdet - INFO - Epoch [12][3700/7330] lr: 3.000e-04, eta: 0:10:49, time: 0.174, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0470, loss_cls: 0.1785, acc: 93.6565, loss_bbox: 0.2050, loss: 0.4521 2022-10-25 01:48:04,080 - mmdet - INFO - Epoch [12][3750/7330] lr: 3.000e-04, eta: 0:10:40, time: 0.173, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0458, loss_cls: 0.1751, acc: 93.8347, loss_bbox: 0.1988, loss: 0.4413 2022-10-25 01:48:13,178 - mmdet - INFO - Epoch [12][3800/7330] lr: 3.000e-04, eta: 0:10:31, time: 0.182, data_time: 0.028, memory: 4158, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0478, loss_cls: 0.1816, acc: 93.6187, loss_bbox: 0.2019, loss: 0.4518 2022-10-25 01:48:22,036 - mmdet - INFO - Epoch [12][3850/7330] lr: 3.000e-04, eta: 0:10:22, time: 0.177, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0453, loss_cls: 0.1727, acc: 93.7129, loss_bbox: 0.1970, loss: 0.4364 2022-10-25 01:48:30,967 - mmdet - INFO - Epoch [12][3900/7330] lr: 3.000e-04, eta: 0:10:13, time: 0.179, data_time: 0.037, memory: 4158, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0468, loss_cls: 0.1805, acc: 93.6211, loss_bbox: 0.2048, loss: 0.4538 2022-10-25 01:48:39,836 - mmdet - INFO - Epoch [12][3950/7330] lr: 3.000e-04, eta: 0:10:04, time: 0.177, data_time: 0.039, memory: 4158, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0479, loss_cls: 0.1782, acc: 93.4829, loss_bbox: 0.2074, loss: 0.4563 2022-10-25 01:48:48,726 - mmdet - INFO - Epoch [12][4000/7330] lr: 3.000e-04, eta: 0:09:55, time: 0.178, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0480, loss_cls: 0.1830, acc: 93.5474, loss_bbox: 0.2097, loss: 0.4631 2022-10-25 01:48:57,422 - mmdet - INFO - Epoch [12][4050/7330] lr: 3.000e-04, eta: 0:09:46, time: 0.174, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0478, loss_cls: 0.1831, acc: 93.5596, loss_bbox: 0.2044, loss: 0.4582 2022-10-25 01:49:06,472 - mmdet - INFO - Epoch [12][4100/7330] lr: 3.000e-04, eta: 0:09:37, time: 0.181, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0490, loss_cls: 0.1767, acc: 93.6638, loss_bbox: 0.2023, loss: 0.4505 2022-10-25 01:49:15,348 - mmdet - INFO - Epoch [12][4150/7330] lr: 3.000e-04, eta: 0:09:28, time: 0.178, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0462, loss_cls: 0.1775, acc: 93.7102, loss_bbox: 0.2041, loss: 0.4488 2022-10-25 01:49:24,461 - mmdet - INFO - Epoch [12][4200/7330] lr: 3.000e-04, eta: 0:09:19, time: 0.182, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0502, loss_cls: 0.1792, acc: 93.6499, loss_bbox: 0.2026, loss: 0.4552 2022-10-25 01:49:33,404 - mmdet - INFO - Epoch [12][4250/7330] lr: 3.000e-04, eta: 0:09:10, time: 0.179, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0471, loss_cls: 0.1794, acc: 93.5686, loss_bbox: 0.2044, loss: 0.4529 2022-10-25 01:49:42,274 - mmdet - INFO - Epoch [12][4300/7330] lr: 3.000e-04, eta: 0:09:01, time: 0.177, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0480, loss_cls: 0.1829, acc: 93.5452, loss_bbox: 0.2090, loss: 0.4621 2022-10-25 01:49:51,061 - mmdet - INFO - Epoch [12][4350/7330] lr: 3.000e-04, eta: 0:08:52, time: 0.176, data_time: 0.040, memory: 4158, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0480, loss_cls: 0.1814, acc: 93.5388, loss_bbox: 0.2047, loss: 0.4569 2022-10-25 01:50:00,011 - mmdet - INFO - Epoch [12][4400/7330] lr: 3.000e-04, eta: 0:08:43, time: 0.179, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0478, loss_cls: 0.1815, acc: 93.4927, loss_bbox: 0.2114, loss: 0.4629 2022-10-25 01:50:08,805 - mmdet - INFO - Epoch [12][4450/7330] lr: 3.000e-04, eta: 0:08:34, time: 0.176, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0458, loss_cls: 0.1767, acc: 93.7087, loss_bbox: 0.1992, loss: 0.4436 2022-10-25 01:50:17,665 - mmdet - INFO - Epoch [12][4500/7330] lr: 3.000e-04, eta: 0:08:25, time: 0.177, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0481, loss_cls: 0.1805, acc: 93.5525, loss_bbox: 0.2082, loss: 0.4584 2022-10-25 01:50:26,535 - mmdet - INFO - Epoch [12][4550/7330] lr: 3.000e-04, eta: 0:08:17, time: 0.177, data_time: 0.041, memory: 4158, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0469, loss_cls: 0.1828, acc: 93.4844, loss_bbox: 0.2031, loss: 0.4543 2022-10-25 01:50:35,285 - mmdet - INFO - Epoch [12][4600/7330] lr: 3.000e-04, eta: 0:08:08, time: 0.175, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0472, loss_cls: 0.1745, acc: 93.7800, loss_bbox: 0.1978, loss: 0.4404 2022-10-25 01:50:44,250 - mmdet - INFO - Epoch [12][4650/7330] lr: 3.000e-04, eta: 0:07:59, time: 0.179, data_time: 0.038, memory: 4158, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0494, loss_cls: 0.1811, acc: 93.5837, loss_bbox: 0.2026, loss: 0.4558 2022-10-25 01:50:53,472 - mmdet - INFO - Epoch [12][4700/7330] lr: 3.000e-04, eta: 0:07:50, time: 0.184, data_time: 0.039, memory: 4158, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0476, loss_cls: 0.1862, acc: 93.3503, loss_bbox: 0.2123, loss: 0.4688 2022-10-25 01:51:02,262 - mmdet - INFO - Epoch [12][4750/7330] lr: 3.000e-04, eta: 0:07:41, time: 0.176, data_time: 0.039, memory: 4158, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0485, loss_cls: 0.1845, acc: 93.3347, loss_bbox: 0.2149, loss: 0.4705 2022-10-25 01:51:11,448 - mmdet - INFO - Epoch [12][4800/7330] lr: 3.000e-04, eta: 0:07:32, time: 0.184, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0496, loss_cls: 0.1721, acc: 93.7522, loss_bbox: 0.2052, loss: 0.4490 2022-10-25 01:51:20,323 - mmdet - INFO - Epoch [12][4850/7330] lr: 3.000e-04, eta: 0:07:23, time: 0.177, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0481, loss_cls: 0.1728, acc: 93.8384, loss_bbox: 0.2019, loss: 0.4434 2022-10-25 01:51:29,292 - mmdet - INFO - Epoch [12][4900/7330] lr: 3.000e-04, eta: 0:07:14, time: 0.179, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0465, loss_cls: 0.1764, acc: 93.7729, loss_bbox: 0.2001, loss: 0.4439 2022-10-25 01:51:38,034 - mmdet - INFO - Epoch [12][4950/7330] lr: 3.000e-04, eta: 0:07:05, time: 0.175, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0491, loss_cls: 0.1761, acc: 93.6335, loss_bbox: 0.2040, loss: 0.4498 2022-10-25 01:51:46,888 - mmdet - INFO - Epoch [12][5000/7330] lr: 3.000e-04, eta: 0:06:56, time: 0.177, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0490, loss_cls: 0.1816, acc: 93.6052, loss_bbox: 0.2032, loss: 0.4559 2022-10-25 01:51:55,864 - mmdet - INFO - Epoch [12][5050/7330] lr: 3.000e-04, eta: 0:06:47, time: 0.180, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0485, loss_cls: 0.1824, acc: 93.5874, loss_bbox: 0.2078, loss: 0.4626 2022-10-25 01:52:05,059 - mmdet - INFO - Epoch [12][5100/7330] lr: 3.000e-04, eta: 0:06:38, time: 0.184, data_time: 0.037, memory: 4158, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0485, loss_cls: 0.1796, acc: 93.5195, loss_bbox: 0.2101, loss: 0.4612 2022-10-25 01:52:13,756 - mmdet - INFO - Epoch [12][5150/7330] lr: 3.000e-04, eta: 0:06:29, time: 0.174, data_time: 0.037, memory: 4158, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0454, loss_cls: 0.1766, acc: 93.9370, loss_bbox: 0.2026, loss: 0.4463 2022-10-25 01:52:22,508 - mmdet - INFO - Epoch [12][5200/7330] lr: 3.000e-04, eta: 0:06:20, time: 0.175, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0474, loss_cls: 0.1802, acc: 93.3989, loss_bbox: 0.2060, loss: 0.4576 2022-10-25 01:52:31,392 - mmdet - INFO - Epoch [12][5250/7330] lr: 3.000e-04, eta: 0:06:11, time: 0.178, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0471, loss_cls: 0.1827, acc: 93.5596, loss_bbox: 0.2076, loss: 0.4597 2022-10-25 01:52:40,425 - mmdet - INFO - Epoch [12][5300/7330] lr: 3.000e-04, eta: 0:06:02, time: 0.181, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0493, loss_cls: 0.1816, acc: 93.5356, loss_bbox: 0.2052, loss: 0.4584 2022-10-25 01:52:48,865 - mmdet - INFO - Epoch [12][5350/7330] lr: 3.000e-04, eta: 0:05:53, time: 0.169, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0449, loss_cls: 0.1675, acc: 94.0688, loss_bbox: 0.1946, loss: 0.4289 2022-10-25 01:52:57,738 - mmdet - INFO - Epoch [12][5400/7330] lr: 3.000e-04, eta: 0:05:45, time: 0.177, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0488, loss_cls: 0.1762, acc: 93.7419, loss_bbox: 0.2069, loss: 0.4534 2022-10-25 01:53:06,775 - mmdet - INFO - Epoch [12][5450/7330] lr: 3.000e-04, eta: 0:05:36, time: 0.181, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0505, loss_cls: 0.1857, acc: 93.3816, loss_bbox: 0.2122, loss: 0.4725 2022-10-25 01:53:15,553 - mmdet - INFO - Epoch [12][5500/7330] lr: 3.000e-04, eta: 0:05:27, time: 0.176, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0483, loss_cls: 0.1774, acc: 93.7190, loss_bbox: 0.2007, loss: 0.4494 2022-10-25 01:53:24,536 - mmdet - INFO - Epoch [12][5550/7330] lr: 3.000e-04, eta: 0:05:18, time: 0.180, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0470, loss_cls: 0.1811, acc: 93.6597, loss_bbox: 0.2090, loss: 0.4601 2022-10-25 01:53:33,980 - mmdet - INFO - Epoch [12][5600/7330] lr: 3.000e-04, eta: 0:05:09, time: 0.189, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0466, loss_cls: 0.1791, acc: 93.5576, loss_bbox: 0.2067, loss: 0.4562 2022-10-25 01:53:42,829 - mmdet - INFO - Epoch [12][5650/7330] lr: 3.000e-04, eta: 0:05:00, time: 0.177, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0446, loss_cls: 0.1716, acc: 93.8884, loss_bbox: 0.1964, loss: 0.4339 2022-10-25 01:53:51,722 - mmdet - INFO - Epoch [12][5700/7330] lr: 3.000e-04, eta: 0:04:51, time: 0.178, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0450, loss_cls: 0.1744, acc: 93.8352, loss_bbox: 0.1954, loss: 0.4362 2022-10-25 01:54:00,867 - mmdet - INFO - Epoch [12][5750/7330] lr: 3.000e-04, eta: 0:04:42, time: 0.183, data_time: 0.038, memory: 4158, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0489, loss_cls: 0.1769, acc: 93.7427, loss_bbox: 0.2009, loss: 0.4503 2022-10-25 01:54:09,621 - mmdet - INFO - Epoch [12][5800/7330] lr: 3.000e-04, eta: 0:04:33, time: 0.175, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0485, loss_cls: 0.1751, acc: 93.7800, loss_bbox: 0.2001, loss: 0.4462 2022-10-25 01:54:18,483 - mmdet - INFO - Epoch [12][5850/7330] lr: 3.000e-04, eta: 0:04:24, time: 0.177, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0472, loss_cls: 0.1840, acc: 93.5405, loss_bbox: 0.2088, loss: 0.4616 2022-10-25 01:54:27,044 - mmdet - INFO - Epoch [12][5900/7330] lr: 3.000e-04, eta: 0:04:15, time: 0.171, data_time: 0.038, memory: 4158, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0442, loss_cls: 0.1725, acc: 93.9790, loss_bbox: 0.1978, loss: 0.4350 2022-10-25 01:54:35,990 - mmdet - INFO - Epoch [12][5950/7330] lr: 3.000e-04, eta: 0:04:06, time: 0.179, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0477, loss_cls: 0.1810, acc: 93.5537, loss_bbox: 0.2090, loss: 0.4595 2022-10-25 01:54:44,643 - mmdet - INFO - Epoch [12][6000/7330] lr: 3.000e-04, eta: 0:03:57, time: 0.173, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0507, loss_cls: 0.1817, acc: 93.4243, loss_bbox: 0.2095, loss: 0.4641 2022-10-25 01:54:53,383 - mmdet - INFO - Epoch [12][6050/7330] lr: 3.000e-04, eta: 0:03:48, time: 0.175, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0482, loss_cls: 0.1763, acc: 93.8162, loss_bbox: 0.1992, loss: 0.4456 2022-10-25 01:55:02,629 - mmdet - INFO - Epoch [12][6100/7330] lr: 3.000e-04, eta: 0:03:39, time: 0.185, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0484, loss_cls: 0.1838, acc: 93.4353, loss_bbox: 0.2099, loss: 0.4632 2022-10-25 01:55:11,501 - mmdet - INFO - Epoch [12][6150/7330] lr: 3.000e-04, eta: 0:03:30, time: 0.177, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0485, loss_cls: 0.1780, acc: 93.6619, loss_bbox: 0.2015, loss: 0.4509 2022-10-25 01:55:20,583 - mmdet - INFO - Epoch [12][6200/7330] lr: 3.000e-04, eta: 0:03:22, time: 0.182, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0470, loss_cls: 0.1786, acc: 93.6267, loss_bbox: 0.2060, loss: 0.4541 2022-10-25 01:55:29,554 - mmdet - INFO - Epoch [12][6250/7330] lr: 3.000e-04, eta: 0:03:13, time: 0.179, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0485, loss_cls: 0.1796, acc: 93.6128, loss_bbox: 0.2039, loss: 0.4545 2022-10-25 01:55:38,533 - mmdet - INFO - Epoch [12][6300/7330] lr: 3.000e-04, eta: 0:03:04, time: 0.180, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0491, loss_cls: 0.1921, acc: 93.2290, loss_bbox: 0.2141, loss: 0.4791 2022-10-25 01:55:47,606 - mmdet - INFO - Epoch [12][6350/7330] lr: 3.000e-04, eta: 0:02:55, time: 0.181, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0502, loss_cls: 0.1837, acc: 93.4246, loss_bbox: 0.2164, loss: 0.4740 2022-10-25 01:55:56,555 - mmdet - INFO - Epoch [12][6400/7330] lr: 3.000e-04, eta: 0:02:46, time: 0.179, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0506, loss_cls: 0.1808, acc: 93.6292, loss_bbox: 0.2059, loss: 0.4609 2022-10-25 01:56:05,924 - mmdet - INFO - Epoch [12][6450/7330] lr: 3.000e-04, eta: 0:02:37, time: 0.187, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0478, loss_cls: 0.1804, acc: 93.5747, loss_bbox: 0.2048, loss: 0.4553 2022-10-25 01:56:15,027 - mmdet - INFO - Epoch [12][6500/7330] lr: 3.000e-04, eta: 0:02:28, time: 0.182, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0495, loss_cls: 0.1798, acc: 93.5210, loss_bbox: 0.2076, loss: 0.4598 2022-10-25 01:56:23,727 - mmdet - INFO - Epoch [12][6550/7330] lr: 3.000e-04, eta: 0:02:19, time: 0.174, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0474, loss_cls: 0.1822, acc: 93.5828, loss_bbox: 0.2055, loss: 0.4572 2022-10-25 01:56:32,210 - mmdet - INFO - Epoch [12][6600/7330] lr: 3.000e-04, eta: 0:02:10, time: 0.170, data_time: 0.030, memory: 4158, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0452, loss_cls: 0.1712, acc: 93.9138, loss_bbox: 0.1925, loss: 0.4315 2022-10-25 01:56:41,194 - mmdet - INFO - Epoch [12][6650/7330] lr: 3.000e-04, eta: 0:02:01, time: 0.180, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0484, loss_cls: 0.1804, acc: 93.4304, loss_bbox: 0.2096, loss: 0.4607 2022-10-25 01:56:50,100 - mmdet - INFO - Epoch [12][6700/7330] lr: 3.000e-04, eta: 0:01:52, time: 0.178, data_time: 0.036, memory: 4158, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0461, loss_cls: 0.1745, acc: 93.7769, loss_bbox: 0.1995, loss: 0.4415 2022-10-25 01:56:59,277 - mmdet - INFO - Epoch [12][6750/7330] lr: 3.000e-04, eta: 0:01:43, time: 0.184, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0482, loss_cls: 0.1723, acc: 93.7996, loss_bbox: 0.2032, loss: 0.4458 2022-10-25 01:57:08,113 - mmdet - INFO - Epoch [12][6800/7330] lr: 3.000e-04, eta: 0:01:34, time: 0.177, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0488, loss_cls: 0.1783, acc: 93.5771, loss_bbox: 0.2067, loss: 0.4566 2022-10-25 01:57:16,856 - mmdet - INFO - Epoch [12][6850/7330] lr: 3.000e-04, eta: 0:01:25, time: 0.175, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0443, loss_cls: 0.1716, acc: 93.8911, loss_bbox: 0.1940, loss: 0.4318 2022-10-25 01:57:25,599 - mmdet - INFO - Epoch [12][6900/7330] lr: 3.000e-04, eta: 0:01:16, time: 0.175, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0462, loss_cls: 0.1735, acc: 93.8096, loss_bbox: 0.2012, loss: 0.4423 2022-10-25 01:57:34,622 - mmdet - INFO - Epoch [12][6950/7330] lr: 3.000e-04, eta: 0:01:07, time: 0.180, data_time: 0.029, memory: 4158, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0473, loss_cls: 0.1787, acc: 93.5999, loss_bbox: 0.2038, loss: 0.4520 2022-10-25 01:57:43,264 - mmdet - INFO - Epoch [12][7000/7330] lr: 3.000e-04, eta: 0:00:58, time: 0.173, data_time: 0.028, memory: 4158, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0433, loss_cls: 0.1696, acc: 93.9834, loss_bbox: 0.1949, loss: 0.4296 2022-10-25 01:57:52,038 - mmdet - INFO - Epoch [12][7050/7330] lr: 3.000e-04, eta: 0:00:50, time: 0.176, data_time: 0.033, memory: 4158, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0479, loss_cls: 0.1789, acc: 93.6174, loss_bbox: 0.2060, loss: 0.4531 2022-10-25 01:58:01,029 - mmdet - INFO - Epoch [12][7100/7330] lr: 3.000e-04, eta: 0:00:41, time: 0.180, data_time: 0.035, memory: 4158, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0503, loss_cls: 0.1833, acc: 93.5107, loss_bbox: 0.2084, loss: 0.4644 2022-10-25 01:58:10,133 - mmdet - INFO - Epoch [12][7150/7330] lr: 3.000e-04, eta: 0:00:32, time: 0.182, data_time: 0.032, memory: 4158, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0466, loss_cls: 0.1825, acc: 93.6753, loss_bbox: 0.2013, loss: 0.4519 2022-10-25 01:58:18,980 - mmdet - INFO - Epoch [12][7200/7330] lr: 3.000e-04, eta: 0:00:23, time: 0.177, data_time: 0.034, memory: 4158, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0482, loss_cls: 0.1739, acc: 93.8120, loss_bbox: 0.2023, loss: 0.4466 2022-10-25 01:58:27,961 - mmdet - INFO - Epoch [12][7250/7330] lr: 3.000e-04, eta: 0:00:14, time: 0.180, data_time: 0.031, memory: 4158, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0453, loss_cls: 0.1732, acc: 93.8403, loss_bbox: 0.2038, loss: 0.4442 2022-10-25 01:58:37,216 - mmdet - INFO - Epoch [12][7300/7330] lr: 3.000e-04, eta: 0:00:05, time: 0.185, data_time: 0.039, memory: 4305, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0482, loss_cls: 0.1837, acc: 93.3820, loss_bbox: 0.2132, loss: 0.4686 2022-10-25 01:58:42,753 - mmdet - INFO - Saving checkpoint at 12 epochs 2022-10-25 01:59:07,298 - mmdet - INFO - Evaluating bbox... 2022-10-25 01:59:35,287 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.390 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.593 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.425 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.223 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.424 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.504 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.531 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.531 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.531 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.327 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.568 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.678 2022-10-25 01:59:35,660 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_faster-rcnn_1x_coco_lr3e-2_wd5e-5_keep-all/best_bbox_mAP_epoch_11.pth was removed 2022-10-25 01:59:36,356 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_12.pth. 2022-10-25 01:59:36,356 - mmdet - INFO - Best bbox_mAP is 0.3900 at 12 epoch. 2022-10-25 01:59:36,357 - mmdet - INFO - Exp name: faster_rcnn_r50_fpn_1x_coco.py 2022-10-25 01:59:36,357 - mmdet - INFO - Epoch(val) [12][625] bbox_mAP: 0.3900, bbox_mAP_50: 0.5930, bbox_mAP_75: 0.4250, bbox_mAP_s: 0.2230, bbox_mAP_m: 0.4240, bbox_mAP_l: 0.5040, bbox_mAP_copypaste: 0.390 0.593 0.425 0.223 0.424 0.504