2022-09-29 10:42:29,812 - 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+146d174 ------------------------------------------------------------ 2022-09-29 10:42:30,089 - mmdet - INFO - Distributed training: True 2022-09-29 10:42:30,364 - 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=dict( type='SingleRoIExtractor', roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), out_channels=256, featmap_strides=[4, 8, 16, 32]), mask_head=dict( type='FCNMaskHead', num_convs=4, in_channels=256, conv_out_channels=256, num_classes=80, loss_mask=dict( type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), 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', 'segm'], save_best='auto') 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 = 'work_dirs/selfsup_mask-rcnn_mstrain-soft-teacher_sampler-4096_temp0.5/final_model.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_mask-rcnn_1x_coco_lr3e-2_wd5e-5' auto_resume = False gpu_ids = range(0, 8) 2022-09-29 10:42:30,365 - mmdet - INFO - Set random seed to 42, deterministic: False 2022-09-29 10:42:30,749 - mmdet - INFO - initialize ResNet with init_cfg {'type': 'Pretrained', 'checkpoint': 'torchvision://resnet50'} 2022-09-29 10:42:39,445 - mmdet - INFO - initialize FPN with init_cfg {'type': 'Xavier', 'layer': 'Conv2d', 'distribution': 'uniform'} 2022-09-29 10:42:39,466 - mmdet - INFO - initialize RPNHead with init_cfg {'type': 'Normal', 'layer': 'Conv2d', 'std': 0.01} 2022-09-29 10:42:39,470 - 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 roi_head.mask_head.convs.0.conv.weight - torch.Size([256, 256, 3, 3]): Initialized by user-defined `init_weights` in ConvModule roi_head.mask_head.convs.0.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN roi_head.mask_head.convs.1.conv.weight - torch.Size([256, 256, 3, 3]): Initialized by user-defined `init_weights` in ConvModule roi_head.mask_head.convs.1.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN roi_head.mask_head.convs.2.conv.weight - torch.Size([256, 256, 3, 3]): Initialized by user-defined `init_weights` in ConvModule roi_head.mask_head.convs.2.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN roi_head.mask_head.convs.3.conv.weight - torch.Size([256, 256, 3, 3]): Initialized by user-defined `init_weights` in ConvModule roi_head.mask_head.convs.3.conv.bias - torch.Size([256]): The value is the same before and after calling `init_weights` of MaskRCNN roi_head.mask_head.upsample.weight - torch.Size([256, 256, 2, 2]): Initialized by user-defined `init_weights` in FCNMaskHead roi_head.mask_head.upsample.bias - torch.Size([256]): Initialized by user-defined `init_weights` in FCNMaskHead roi_head.mask_head.conv_logits.weight - torch.Size([80, 256, 1, 1]): Initialized by user-defined `init_weights` in FCNMaskHead roi_head.mask_head.conv_logits.bias - torch.Size([80]): Initialized by user-defined `init_weights` in FCNMaskHead 2022-09-29 10:42:53,230 - mmdet - INFO - Automatic scaling of learning rate (LR) has been disabled. 2022-09-29 10:42:54,491 - mmdet - INFO - load checkpoint from local path: work_dirs/selfsup_mask-rcnn_mstrain-soft-teacher_sampler-4096_temp0.5/final_model.pth 2022-09-29 10:42:54,635 - mmdet - WARNING - The model and loaded state dict do not match exactly 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 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, rpn_head.rpn_cls.weight, rpn_head.rpn_cls.bias, rpn_head.rpn_reg.weight, rpn_head.rpn_reg.bias, roi_head.bbox_head.fc_cls.weight, roi_head.bbox_head.fc_cls.bias, roi_head.bbox_head.fc_reg.weight, roi_head.bbox_head.fc_reg.bias, roi_head.mask_head.convs.0.conv.weight, roi_head.mask_head.convs.0.conv.bias, roi_head.mask_head.convs.1.conv.weight, roi_head.mask_head.convs.1.conv.bias, roi_head.mask_head.convs.2.conv.weight, roi_head.mask_head.convs.2.conv.bias, roi_head.mask_head.convs.3.conv.weight, roi_head.mask_head.convs.3.conv.bias, roi_head.mask_head.upsample.weight, roi_head.mask_head.upsample.bias, roi_head.mask_head.conv_logits.weight, roi_head.mask_head.conv_logits.bias 2022-09-29 10:42:54,643 - mmdet - INFO - Start running, host: tiger@n136-148-198, work_dir: /home/tiger/code/mmdet/work_dirs/finetune_mask-rcnn_1x_coco_lr3e-2_wd5e-5 2022-09-29 10:42:54,644 - 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 -------------------- 2022-09-29 10:42:54,644 - mmdet - INFO - workflow: [('train', 1)], max: 12 epochs 2022-09-29 10:42:54,644 - mmdet - INFO - Checkpoints will be saved to /home/tiger/code/mmdet/work_dirs/finetune_mask-rcnn_1x_coco_lr3e-2_wd5e-5 by HardDiskBackend. 2022-09-29 10:43:11,532 - mmdet - INFO - Epoch [1][50/7330] lr: 2.967e-03, eta: 7:34:50, time: 0.310, data_time: 0.105, memory: 4288, loss_rpn_cls: 0.5019, loss_rpn_bbox: 0.1035, loss_cls: 1.4657, acc: 85.8699, loss_bbox: 0.0363, loss_mask: 0.7563, loss: 2.8637 2022-09-29 10:43:21,762 - mmdet - INFO - Epoch [1][100/7330] lr: 5.964e-03, eta: 6:17:04, time: 0.205, data_time: 0.029, memory: 4613, loss_rpn_cls: 0.2248, loss_rpn_bbox: 0.0879, loss_cls: 0.4419, acc: 93.3589, loss_bbox: 0.2259, loss_mask: 0.6787, loss: 1.6592 2022-09-29 10:43:32,277 - mmdet - INFO - Epoch [1][150/7330] lr: 8.961e-03, eta: 5:53:49, time: 0.210, data_time: 0.030, memory: 4772, loss_rpn_cls: 0.1361, loss_rpn_bbox: 0.0911, loss_cls: 0.5435, acc: 90.6472, loss_bbox: 0.3416, loss_mask: 0.6264, loss: 1.7387 2022-09-29 10:43:42,694 - mmdet - INFO - Epoch [1][200/7330] lr: 1.196e-02, eta: 5:41:24, time: 0.208, data_time: 0.037, memory: 4867, loss_rpn_cls: 0.1081, loss_rpn_bbox: 0.0876, loss_cls: 0.5446, acc: 90.3547, loss_bbox: 0.3470, loss_mask: 0.5868, loss: 1.6740 2022-09-29 10:43:53,101 - mmdet - INFO - Epoch [1][250/7330] lr: 1.496e-02, eta: 5:33:49, time: 0.208, data_time: 0.031, memory: 4903, loss_rpn_cls: 0.0936, loss_rpn_bbox: 0.0886, loss_cls: 0.5833, acc: 89.3684, loss_bbox: 0.3710, loss_mask: 0.5441, loss: 1.6806 2022-09-29 10:44:03,243 - mmdet - INFO - Epoch [1][300/7330] lr: 1.795e-02, eta: 5:27:24, time: 0.203, data_time: 0.030, memory: 4903, loss_rpn_cls: 0.0942, loss_rpn_bbox: 0.0864, loss_cls: 0.5494, acc: 89.8376, loss_bbox: 0.3286, loss_mask: 0.5157, loss: 1.5742 2022-09-29 10:44:13,523 - mmdet - INFO - Epoch [1][350/7330] lr: 2.095e-02, eta: 5:23:22, time: 0.206, data_time: 0.025, memory: 4904, loss_rpn_cls: 0.0843, loss_rpn_bbox: 0.0842, loss_cls: 0.5201, acc: 89.9580, loss_bbox: 0.3115, loss_mask: 0.4905, loss: 1.4906 2022-09-29 10:44:23,970 - mmdet - INFO - Epoch [1][400/7330] lr: 2.395e-02, eta: 5:20:53, time: 0.209, data_time: 0.030, memory: 4912, loss_rpn_cls: 0.0895, loss_rpn_bbox: 0.0789, loss_cls: 0.4866, acc: 90.3569, loss_bbox: 0.2875, loss_mask: 0.4610, loss: 1.4036 2022-09-29 10:44:34,170 - mmdet - INFO - Epoch [1][450/7330] lr: 2.694e-02, eta: 5:18:08, time: 0.204, data_time: 0.031, memory: 4965, loss_rpn_cls: 0.0902, loss_rpn_bbox: 0.0831, loss_cls: 0.5156, acc: 89.4871, loss_bbox: 0.3022, loss_mask: 0.4470, loss: 1.4381 2022-09-29 10:44:44,264 - mmdet - INFO - Epoch [1][500/7330] lr: 2.994e-02, eta: 5:15:35, time: 0.202, data_time: 0.031, memory: 4965, loss_rpn_cls: 0.0845, loss_rpn_bbox: 0.0812, loss_cls: 0.4740, acc: 90.2048, loss_bbox: 0.2871, loss_mask: 0.4382, loss: 1.3649 2022-09-29 10:44:54,174 - mmdet - INFO - Epoch [1][550/7330] lr: 3.000e-02, eta: 5:12:58, time: 0.198, data_time: 0.032, memory: 4965, loss_rpn_cls: 0.0926, loss_rpn_bbox: 0.0812, loss_cls: 0.4655, acc: 90.5266, loss_bbox: 0.2757, loss_mask: 0.4447, loss: 1.3596 2022-09-29 10:45:04,264 - mmdet - INFO - Epoch [1][600/7330] lr: 3.000e-02, eta: 5:11:13, time: 0.202, data_time: 0.035, memory: 4965, loss_rpn_cls: 0.0825, loss_rpn_bbox: 0.0810, loss_cls: 0.4371, acc: 90.5459, loss_bbox: 0.2764, loss_mask: 0.4165, loss: 1.2936 2022-09-29 10:45:14,115 - mmdet - INFO - Epoch [1][650/7330] lr: 3.000e-02, eta: 5:09:10, time: 0.197, data_time: 0.032, memory: 4965, loss_rpn_cls: 0.0809, loss_rpn_bbox: 0.0793, loss_cls: 0.4395, acc: 90.3821, loss_bbox: 0.2719, loss_mask: 0.4146, loss: 1.2861 2022-09-29 10:45:23,947 - mmdet - INFO - Epoch [1][700/7330] lr: 3.000e-02, eta: 5:07:20, time: 0.197, data_time: 0.032, memory: 4965, loss_rpn_cls: 0.0798, loss_rpn_bbox: 0.0792, loss_cls: 0.4345, acc: 90.1472, loss_bbox: 0.2794, loss_mask: 0.3992, loss: 1.2721 2022-09-29 10:45:34,299 - mmdet - INFO - Epoch [1][750/7330] lr: 3.000e-02, eta: 5:06:45, time: 0.207, data_time: 0.035, memory: 4965, loss_rpn_cls: 0.0757, loss_rpn_bbox: 0.0808, loss_cls: 0.4237, acc: 90.1165, loss_bbox: 0.2855, loss_mask: 0.4046, loss: 1.2704 2022-09-29 10:45:44,541 - mmdet - INFO - Epoch [1][800/7330] lr: 3.000e-02, eta: 5:06:00, time: 0.205, data_time: 0.032, memory: 4965, loss_rpn_cls: 0.0780, loss_rpn_bbox: 0.0783, loss_cls: 0.4127, acc: 90.4341, loss_bbox: 0.2751, loss_mask: 0.3945, loss: 1.2386 2022-09-29 10:45:55,054 - mmdet - INFO - Epoch [1][850/7330] lr: 3.000e-02, eta: 5:05:48, time: 0.210, data_time: 0.035, memory: 4995, loss_rpn_cls: 0.0817, loss_rpn_bbox: 0.0816, loss_cls: 0.4304, acc: 89.8113, loss_bbox: 0.2958, loss_mask: 0.4001, loss: 1.2896 2022-09-29 10:46:04,841 - mmdet - INFO - Epoch [1][900/7330] lr: 3.000e-02, eta: 5:04:25, time: 0.196, data_time: 0.037, memory: 4995, loss_rpn_cls: 0.0697, loss_rpn_bbox: 0.0742, loss_cls: 0.4049, acc: 90.3501, loss_bbox: 0.2784, loss_mask: 0.3819, loss: 1.2090 2022-09-29 10:46:14,619 - mmdet - INFO - Epoch [1][950/7330] lr: 3.000e-02, eta: 5:03:09, time: 0.196, data_time: 0.031, memory: 4995, loss_rpn_cls: 0.0785, loss_rpn_bbox: 0.0770, loss_cls: 0.4090, acc: 90.2461, loss_bbox: 0.2840, loss_mask: 0.3879, loss: 1.2363 2022-09-29 10:46:25,018 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 10:46:25,018 - mmdet - INFO - Epoch [1][1000/7330] lr: 3.000e-02, eta: 5:02:54, time: 0.208, data_time: 0.033, memory: 4995, loss_rpn_cls: 0.0778, loss_rpn_bbox: 0.0775, loss_cls: 0.4097, acc: 90.2671, loss_bbox: 0.2741, loss_mask: 0.3896, loss: 1.2288 2022-09-29 10:46:35,025 - mmdet - INFO - Epoch [1][1050/7330] lr: 3.000e-02, eta: 5:02:07, time: 0.200, data_time: 0.036, memory: 4995, loss_rpn_cls: 0.0750, loss_rpn_bbox: 0.0761, loss_cls: 0.3997, acc: 90.3318, loss_bbox: 0.2753, loss_mask: 0.3754, loss: 1.2015 2022-09-29 10:46:45,354 - mmdet - INFO - Epoch [1][1100/7330] lr: 3.000e-02, eta: 5:01:49, time: 0.207, data_time: 0.037, memory: 4995, loss_rpn_cls: 0.0781, loss_rpn_bbox: 0.0810, loss_cls: 0.4061, acc: 90.0061, loss_bbox: 0.2858, loss_mask: 0.3815, loss: 1.2326 2022-09-29 10:46:55,419 - mmdet - INFO - Epoch [1][1150/7330] lr: 3.000e-02, eta: 5:01:11, time: 0.201, data_time: 0.040, memory: 4995, loss_rpn_cls: 0.0773, loss_rpn_bbox: 0.0772, loss_cls: 0.3930, acc: 90.3374, loss_bbox: 0.2725, loss_mask: 0.3790, loss: 1.1990 2022-09-29 10:47:05,690 - mmdet - INFO - Epoch [1][1200/7330] lr: 3.000e-02, eta: 5:00:51, time: 0.205, data_time: 0.034, memory: 4995, loss_rpn_cls: 0.0792, loss_rpn_bbox: 0.0851, loss_cls: 0.4078, acc: 89.9321, loss_bbox: 0.2876, loss_mask: 0.3884, loss: 1.2481 2022-09-29 10:47:15,965 - mmdet - INFO - Epoch [1][1250/7330] lr: 3.000e-02, eta: 5:00:32, time: 0.205, data_time: 0.030, memory: 4995, loss_rpn_cls: 0.0724, loss_rpn_bbox: 0.0721, loss_cls: 0.3731, acc: 90.8315, loss_bbox: 0.2665, loss_mask: 0.3737, loss: 1.1578 2022-09-29 10:47:25,978 - mmdet - INFO - Epoch [1][1300/7330] lr: 3.000e-02, eta: 4:59:56, time: 0.200, data_time: 0.037, memory: 4995, loss_rpn_cls: 0.0742, loss_rpn_bbox: 0.0717, loss_cls: 0.3840, acc: 90.6814, loss_bbox: 0.2636, loss_mask: 0.3694, loss: 1.1630 2022-09-29 10:47:36,013 - mmdet - INFO - Epoch [1][1350/7330] lr: 3.000e-02, eta: 4:59:23, time: 0.201, data_time: 0.030, memory: 4995, loss_rpn_cls: 0.0720, loss_rpn_bbox: 0.0732, loss_cls: 0.3848, acc: 90.3035, loss_bbox: 0.2737, loss_mask: 0.3622, loss: 1.1658 2022-09-29 10:47:46,024 - mmdet - INFO - Epoch [1][1400/7330] lr: 3.000e-02, eta: 4:58:50, time: 0.200, data_time: 0.035, memory: 4995, loss_rpn_cls: 0.0765, loss_rpn_bbox: 0.0765, loss_cls: 0.3797, acc: 90.3882, loss_bbox: 0.2692, loss_mask: 0.3682, loss: 1.1701 2022-09-29 10:47:56,051 - mmdet - INFO - Epoch [1][1450/7330] lr: 3.000e-02, eta: 4:58:20, time: 0.201, data_time: 0.030, memory: 4995, loss_rpn_cls: 0.0715, loss_rpn_bbox: 0.0711, loss_cls: 0.3752, acc: 90.4688, loss_bbox: 0.2734, loss_mask: 0.3684, loss: 1.1596 2022-09-29 10:48:05,860 - mmdet - INFO - Epoch [1][1500/7330] lr: 3.000e-02, eta: 4:57:39, time: 0.196, data_time: 0.038, memory: 4995, loss_rpn_cls: 0.0689, loss_rpn_bbox: 0.0706, loss_cls: 0.3652, acc: 90.5759, loss_bbox: 0.2705, loss_mask: 0.3639, loss: 1.1391 2022-09-29 10:48:15,610 - mmdet - INFO - Epoch [1][1550/7330] lr: 3.000e-02, eta: 4:56:56, time: 0.195, data_time: 0.030, memory: 4995, loss_rpn_cls: 0.0688, loss_rpn_bbox: 0.0722, loss_cls: 0.3639, acc: 90.8711, loss_bbox: 0.2610, loss_mask: 0.3567, loss: 1.1227 2022-09-29 10:48:25,157 - mmdet - INFO - Epoch [1][1600/7330] lr: 3.000e-02, eta: 4:56:05, time: 0.191, data_time: 0.032, memory: 4995, loss_rpn_cls: 0.0679, loss_rpn_bbox: 0.0699, loss_cls: 0.3697, acc: 90.5024, loss_bbox: 0.2686, loss_mask: 0.3581, loss: 1.1342 2022-09-29 10:48:35,106 - mmdet - INFO - Epoch [1][1650/7330] lr: 3.000e-02, eta: 4:55:37, time: 0.199, data_time: 0.030, memory: 4995, loss_rpn_cls: 0.0674, loss_rpn_bbox: 0.0720, loss_cls: 0.3629, acc: 90.7546, loss_bbox: 0.2630, loss_mask: 0.3624, loss: 1.1276 2022-09-29 10:48:44,751 - mmdet - INFO - Epoch [1][1700/7330] lr: 3.000e-02, eta: 4:54:55, time: 0.193, data_time: 0.029, memory: 4995, loss_rpn_cls: 0.0656, loss_rpn_bbox: 0.0657, loss_cls: 0.3533, acc: 90.9529, loss_bbox: 0.2599, loss_mask: 0.3535, loss: 1.0980 2022-09-29 10:48:54,433 - mmdet - INFO - Epoch [1][1750/7330] lr: 3.000e-02, eta: 4:54:16, time: 0.194, data_time: 0.032, memory: 4995, loss_rpn_cls: 0.0690, loss_rpn_bbox: 0.0731, loss_cls: 0.3555, acc: 90.7932, loss_bbox: 0.2605, loss_mask: 0.3523, loss: 1.1104 2022-09-29 10:49:04,756 - mmdet - INFO - Epoch [1][1800/7330] lr: 3.000e-02, eta: 4:54:10, time: 0.207, data_time: 0.032, memory: 4995, loss_rpn_cls: 0.0695, loss_rpn_bbox: 0.0743, loss_cls: 0.3754, acc: 90.1116, loss_bbox: 0.2867, loss_mask: 0.3644, loss: 1.1702 2022-09-29 10:49:14,815 - mmdet - INFO - Epoch [1][1850/7330] lr: 3.000e-02, eta: 4:53:51, time: 0.201, data_time: 0.037, memory: 4995, loss_rpn_cls: 0.0639, loss_rpn_bbox: 0.0703, loss_cls: 0.3494, acc: 90.8660, loss_bbox: 0.2651, loss_mask: 0.3496, loss: 1.0984 2022-09-29 10:49:24,932 - mmdet - INFO - Epoch [1][1900/7330] lr: 3.000e-02, eta: 4:53:35, time: 0.202, data_time: 0.042, memory: 4995, loss_rpn_cls: 0.0692, loss_rpn_bbox: 0.0745, loss_cls: 0.3644, acc: 90.4194, loss_bbox: 0.2741, loss_mask: 0.3591, loss: 1.1413 2022-09-29 10:49:34,638 - mmdet - INFO - Epoch [1][1950/7330] lr: 3.000e-02, eta: 4:53:02, time: 0.194, data_time: 0.035, memory: 4995, loss_rpn_cls: 0.0656, loss_rpn_bbox: 0.0708, loss_cls: 0.3636, acc: 90.6982, loss_bbox: 0.2674, loss_mask: 0.3558, loss: 1.1232 2022-09-29 10:49:45,026 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 10:49:45,026 - mmdet - INFO - Epoch [1][2000/7330] lr: 3.000e-02, eta: 4:52:59, time: 0.208, data_time: 0.037, memory: 4995, loss_rpn_cls: 0.0695, loss_rpn_bbox: 0.0729, loss_cls: 0.3616, acc: 90.4658, loss_bbox: 0.2715, loss_mask: 0.3465, loss: 1.1219 2022-09-29 10:49:54,979 - mmdet - INFO - Epoch [1][2050/7330] lr: 3.000e-02, eta: 4:52:37, time: 0.199, data_time: 0.032, memory: 4995, loss_rpn_cls: 0.0690, loss_rpn_bbox: 0.0733, loss_cls: 0.3526, acc: 90.6064, loss_bbox: 0.2699, loss_mask: 0.3502, loss: 1.1150 2022-09-29 10:50:05,142 - mmdet - INFO - Epoch [1][2100/7330] lr: 3.000e-02, eta: 4:52:24, time: 0.203, data_time: 0.035, memory: 4995, loss_rpn_cls: 0.0672, loss_rpn_bbox: 0.0716, loss_cls: 0.3609, acc: 90.4739, loss_bbox: 0.2718, loss_mask: 0.3538, loss: 1.1253 2022-09-29 10:50:15,087 - mmdet - INFO - Epoch [1][2150/7330] lr: 3.000e-02, eta: 4:52:03, time: 0.199, data_time: 0.034, memory: 4995, loss_rpn_cls: 0.0638, loss_rpn_bbox: 0.0734, loss_cls: 0.3677, acc: 90.3264, loss_bbox: 0.2766, loss_mask: 0.3547, loss: 1.1361 2022-09-29 10:50:25,262 - mmdet - INFO - Epoch [1][2200/7330] lr: 3.000e-02, eta: 4:51:52, time: 0.203, data_time: 0.033, memory: 4995, loss_rpn_cls: 0.0657, loss_rpn_bbox: 0.0746, loss_cls: 0.3545, acc: 90.5686, loss_bbox: 0.2670, loss_mask: 0.3483, loss: 1.1100 2022-09-29 10:50:35,157 - mmdet - INFO - Epoch [1][2250/7330] lr: 3.000e-02, eta: 4:51:29, time: 0.198, data_time: 0.040, memory: 4995, loss_rpn_cls: 0.0695, loss_rpn_bbox: 0.0771, loss_cls: 0.3648, acc: 90.3953, loss_bbox: 0.2708, loss_mask: 0.3500, loss: 1.1323 2022-09-29 10:50:45,034 - mmdet - INFO - Epoch [1][2300/7330] lr: 3.000e-02, eta: 4:51:07, time: 0.198, data_time: 0.029, memory: 4995, loss_rpn_cls: 0.0628, loss_rpn_bbox: 0.0678, loss_cls: 0.3513, acc: 90.4707, loss_bbox: 0.2742, loss_mask: 0.3450, loss: 1.1010 2022-09-29 10:50:55,015 - mmdet - INFO - Epoch [1][2350/7330] lr: 3.000e-02, eta: 4:50:49, time: 0.200, data_time: 0.028, memory: 4995, loss_rpn_cls: 0.0631, loss_rpn_bbox: 0.0710, loss_cls: 0.3565, acc: 90.6184, loss_bbox: 0.2654, loss_mask: 0.3522, loss: 1.1082 2022-09-29 10:51:04,957 - mmdet - INFO - Epoch [1][2400/7330] lr: 3.000e-02, eta: 4:50:30, time: 0.199, data_time: 0.033, memory: 4995, loss_rpn_cls: 0.0651, loss_rpn_bbox: 0.0706, loss_cls: 0.3608, acc: 90.4392, loss_bbox: 0.2746, loss_mask: 0.3506, loss: 1.1217 2022-09-29 10:51:15,193 - mmdet - INFO - Epoch [1][2450/7330] lr: 3.000e-02, eta: 4:50:22, time: 0.205, data_time: 0.034, memory: 4995, loss_rpn_cls: 0.0725, loss_rpn_bbox: 0.0746, loss_cls: 0.3467, acc: 90.7271, loss_bbox: 0.2608, loss_mask: 0.3458, loss: 1.1004 2022-09-29 10:51:25,117 - mmdet - INFO - Epoch [1][2500/7330] lr: 3.000e-02, eta: 4:50:02, time: 0.198, data_time: 0.033, memory: 4995, loss_rpn_cls: 0.0633, loss_rpn_bbox: 0.0700, loss_cls: 0.3438, acc: 90.8296, loss_bbox: 0.2649, loss_mask: 0.3450, loss: 1.0869 2022-09-29 10:51:34,726 - mmdet - INFO - Epoch [1][2550/7330] lr: 3.000e-02, eta: 4:49:33, time: 0.192, data_time: 0.030, memory: 4995, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.0686, loss_cls: 0.3443, acc: 90.6531, loss_bbox: 0.2621, loss_mask: 0.3484, loss: 1.0871 2022-09-29 10:51:44,576 - mmdet - INFO - Epoch [1][2600/7330] lr: 3.000e-02, eta: 4:49:12, time: 0.197, data_time: 0.033, memory: 4995, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0730, loss_cls: 0.3432, acc: 90.7617, loss_bbox: 0.2613, loss_mask: 0.3382, loss: 1.0778 2022-09-29 10:51:54,583 - mmdet - INFO - Epoch [1][2650/7330] lr: 3.000e-02, eta: 4:48:57, time: 0.200, data_time: 0.035, memory: 4995, loss_rpn_cls: 0.0631, loss_rpn_bbox: 0.0680, loss_cls: 0.3395, acc: 90.8088, loss_bbox: 0.2625, loss_mask: 0.3370, loss: 1.0700 2022-09-29 10:52:04,548 - mmdet - INFO - Epoch [1][2700/7330] lr: 3.000e-02, eta: 4:48:41, time: 0.199, data_time: 0.032, memory: 4995, loss_rpn_cls: 0.0630, loss_rpn_bbox: 0.0686, loss_cls: 0.3149, acc: 91.6157, loss_bbox: 0.2455, loss_mask: 0.3387, loss: 1.0308 2022-09-29 10:52:14,597 - mmdet - INFO - Epoch [1][2750/7330] lr: 3.000e-02, eta: 4:48:27, time: 0.201, data_time: 0.030, memory: 4995, loss_rpn_cls: 0.0640, loss_rpn_bbox: 0.0725, loss_cls: 0.3529, acc: 90.5627, loss_bbox: 0.2749, loss_mask: 0.3391, loss: 1.1035 2022-09-29 10:52:24,455 - mmdet - INFO - Epoch [1][2800/7330] lr: 3.000e-02, eta: 4:48:08, time: 0.197, data_time: 0.038, memory: 4995, loss_rpn_cls: 0.0631, loss_rpn_bbox: 0.0720, loss_cls: 0.3538, acc: 90.5168, loss_bbox: 0.2703, loss_mask: 0.3427, loss: 1.1020 2022-09-29 10:52:34,471 - mmdet - INFO - Epoch [1][2850/7330] lr: 3.000e-02, eta: 4:47:54, time: 0.200, data_time: 0.028, memory: 4995, loss_rpn_cls: 0.0636, loss_rpn_bbox: 0.0687, loss_cls: 0.3271, acc: 90.9868, loss_bbox: 0.2637, loss_mask: 0.3378, loss: 1.0609 2022-09-29 10:52:44,530 - mmdet - INFO - Epoch [1][2900/7330] lr: 3.000e-02, eta: 4:47:41, time: 0.201, data_time: 0.036, memory: 4995, loss_rpn_cls: 0.0648, loss_rpn_bbox: 0.0705, loss_cls: 0.3307, acc: 90.9128, loss_bbox: 0.2601, loss_mask: 0.3383, loss: 1.0644 2022-09-29 10:52:54,516 - mmdet - INFO - Epoch [1][2950/7330] lr: 3.000e-02, eta: 4:47:26, time: 0.200, data_time: 0.037, memory: 4995, loss_rpn_cls: 0.0623, loss_rpn_bbox: 0.0726, loss_cls: 0.3492, acc: 90.6135, loss_bbox: 0.2661, loss_mask: 0.3471, loss: 1.0974 2022-09-29 10:53:04,649 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 10:53:04,649 - mmdet - INFO - Epoch [1][3000/7330] lr: 3.000e-02, eta: 4:47:16, time: 0.203, data_time: 0.028, memory: 4995, loss_rpn_cls: 0.0617, loss_rpn_bbox: 0.0736, loss_cls: 0.3253, acc: 91.0059, loss_bbox: 0.2621, loss_mask: 0.3391, loss: 1.0619 2022-09-29 10:53:14,507 - mmdet - INFO - Epoch [1][3050/7330] lr: 3.000e-02, eta: 4:46:58, time: 0.197, data_time: 0.030, memory: 4995, loss_rpn_cls: 0.0611, loss_rpn_bbox: 0.0683, loss_cls: 0.3344, acc: 90.8965, loss_bbox: 0.2595, loss_mask: 0.3418, loss: 1.0651 2022-09-29 10:53:24,660 - mmdet - INFO - Epoch [1][3100/7330] lr: 3.000e-02, eta: 4:46:48, time: 0.203, data_time: 0.030, memory: 4995, loss_rpn_cls: 0.0644, loss_rpn_bbox: 0.0746, loss_cls: 0.3360, acc: 90.7183, loss_bbox: 0.2701, loss_mask: 0.3363, loss: 1.0814 2022-09-29 10:53:34,434 - mmdet - INFO - Epoch [1][3150/7330] lr: 3.000e-02, eta: 4:46:28, time: 0.195, data_time: 0.033, memory: 4995, loss_rpn_cls: 0.0616, loss_rpn_bbox: 0.0665, loss_cls: 0.3323, acc: 90.8870, loss_bbox: 0.2547, loss_mask: 0.3267, loss: 1.0419 2022-09-29 10:53:44,514 - mmdet - INFO - Epoch [1][3200/7330] lr: 3.000e-02, eta: 4:46:16, time: 0.202, data_time: 0.029, memory: 4995, loss_rpn_cls: 0.0630, loss_rpn_bbox: 0.0735, loss_cls: 0.3453, acc: 90.4800, loss_bbox: 0.2763, loss_mask: 0.3430, loss: 1.1010 2022-09-29 10:53:54,555 - mmdet - INFO - Epoch [1][3250/7330] lr: 3.000e-02, eta: 4:46:04, time: 0.201, data_time: 0.035, memory: 4995, loss_rpn_cls: 0.0593, loss_rpn_bbox: 0.0686, loss_cls: 0.3271, acc: 90.7744, loss_bbox: 0.2694, loss_mask: 0.3286, loss: 1.0530 2022-09-29 10:54:04,735 - mmdet - INFO - Epoch [1][3300/7330] lr: 3.000e-02, eta: 4:45:55, time: 0.204, data_time: 0.035, memory: 4995, loss_rpn_cls: 0.0605, loss_rpn_bbox: 0.0709, loss_cls: 0.3521, acc: 90.3076, loss_bbox: 0.2818, loss_mask: 0.3400, loss: 1.1053 2022-09-29 10:54:14,992 - mmdet - INFO - Epoch [1][3350/7330] lr: 3.000e-02, eta: 4:45:48, time: 0.205, data_time: 0.034, memory: 4995, loss_rpn_cls: 0.0617, loss_rpn_bbox: 0.0768, loss_cls: 0.3233, acc: 90.9465, loss_bbox: 0.2642, loss_mask: 0.3380, loss: 1.0641 2022-09-29 10:54:24,918 - mmdet - INFO - Epoch [1][3400/7330] lr: 3.000e-02, eta: 4:45:33, time: 0.198, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0629, loss_rpn_bbox: 0.0703, loss_cls: 0.3364, acc: 90.7224, loss_bbox: 0.2701, loss_mask: 0.3383, loss: 1.0781 2022-09-29 10:54:35,177 - mmdet - INFO - Epoch [1][3450/7330] lr: 3.000e-02, eta: 4:45:26, time: 0.205, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0689, loss_rpn_bbox: 0.0725, loss_cls: 0.3470, acc: 90.4001, loss_bbox: 0.2771, loss_mask: 0.3399, loss: 1.1054 2022-09-29 10:54:45,209 - mmdet - INFO - Epoch [1][3500/7330] lr: 3.000e-02, eta: 4:45:13, time: 0.201, data_time: 0.041, memory: 4996, loss_rpn_cls: 0.0631, loss_rpn_bbox: 0.0699, loss_cls: 0.3296, acc: 90.8538, loss_bbox: 0.2671, loss_mask: 0.3405, loss: 1.0702 2022-09-29 10:54:55,116 - mmdet - INFO - Epoch [1][3550/7330] lr: 3.000e-02, eta: 4:44:58, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0603, loss_rpn_bbox: 0.0685, loss_cls: 0.3167, acc: 91.3074, loss_bbox: 0.2537, loss_mask: 0.3306, loss: 1.0298 2022-09-29 10:55:04,850 - mmdet - INFO - Epoch [1][3600/7330] lr: 3.000e-02, eta: 4:44:38, time: 0.195, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0684, loss_cls: 0.3292, acc: 90.8472, loss_bbox: 0.2667, loss_mask: 0.3274, loss: 1.0490 2022-09-29 10:55:14,909 - mmdet - INFO - Epoch [1][3650/7330] lr: 3.000e-02, eta: 4:44:27, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0623, loss_rpn_bbox: 0.0697, loss_cls: 0.3262, acc: 90.9709, loss_bbox: 0.2609, loss_mask: 0.3295, loss: 1.0486 2022-09-29 10:55:25,224 - mmdet - INFO - Epoch [1][3700/7330] lr: 3.000e-02, eta: 4:44:21, time: 0.206, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0676, loss_cls: 0.3299, acc: 90.8567, loss_bbox: 0.2627, loss_mask: 0.3286, loss: 1.0474 2022-09-29 10:55:35,249 - mmdet - INFO - Epoch [1][3750/7330] lr: 3.000e-02, eta: 4:44:08, time: 0.200, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0588, loss_rpn_bbox: 0.0669, loss_cls: 0.3297, acc: 90.8142, loss_bbox: 0.2604, loss_mask: 0.3221, loss: 1.0380 2022-09-29 10:55:44,821 - mmdet - INFO - Epoch [1][3800/7330] lr: 3.000e-02, eta: 4:43:46, time: 0.191, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0689, loss_cls: 0.3153, acc: 91.0994, loss_bbox: 0.2610, loss_mask: 0.3233, loss: 1.0269 2022-09-29 10:55:54,710 - mmdet - INFO - Epoch [1][3850/7330] lr: 3.000e-02, eta: 4:43:31, time: 0.198, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0602, loss_rpn_bbox: 0.0700, loss_cls: 0.3366, acc: 90.6040, loss_bbox: 0.2665, loss_mask: 0.3319, loss: 1.0652 2022-09-29 10:56:04,708 - mmdet - INFO - Epoch [1][3900/7330] lr: 3.000e-02, eta: 4:43:18, time: 0.200, data_time: 0.041, memory: 4996, loss_rpn_cls: 0.0598, loss_rpn_bbox: 0.0716, loss_cls: 0.3296, acc: 90.7900, loss_bbox: 0.2676, loss_mask: 0.3354, loss: 1.0641 2022-09-29 10:56:14,619 - mmdet - INFO - Epoch [1][3950/7330] lr: 3.000e-02, eta: 4:43:04, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0602, loss_rpn_bbox: 0.0653, loss_cls: 0.3249, acc: 91.2668, loss_bbox: 0.2520, loss_mask: 0.3241, loss: 1.0265 2022-09-29 10:56:24,587 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 10:56:24,588 - mmdet - INFO - Epoch [1][4000/7330] lr: 3.000e-02, eta: 4:42:51, time: 0.199, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0614, loss_rpn_bbox: 0.0738, loss_cls: 0.3173, acc: 91.1316, loss_bbox: 0.2552, loss_mask: 0.3387, loss: 1.0464 2022-09-29 10:56:34,455 - mmdet - INFO - Epoch [1][4050/7330] lr: 3.000e-02, eta: 4:42:36, time: 0.197, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.0702, loss_cls: 0.3210, acc: 91.1365, loss_bbox: 0.2536, loss_mask: 0.3160, loss: 1.0213 2022-09-29 10:56:44,691 - mmdet - INFO - Epoch [1][4100/7330] lr: 3.000e-02, eta: 4:42:29, time: 0.205, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.0697, loss_cls: 0.3287, acc: 90.8137, loss_bbox: 0.2672, loss_mask: 0.3325, loss: 1.0587 2022-09-29 10:56:54,550 - mmdet - INFO - Epoch [1][4150/7330] lr: 3.000e-02, eta: 4:42:14, time: 0.197, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0662, loss_cls: 0.3148, acc: 91.2668, loss_bbox: 0.2508, loss_mask: 0.3244, loss: 1.0136 2022-09-29 10:57:04,565 - mmdet - INFO - Epoch [1][4200/7330] lr: 3.000e-02, eta: 4:42:02, time: 0.200, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0657, loss_rpn_bbox: 0.0681, loss_cls: 0.3322, acc: 90.7878, loss_bbox: 0.2645, loss_mask: 0.3302, loss: 1.0608 2022-09-29 10:57:14,529 - mmdet - INFO - Epoch [1][4250/7330] lr: 3.000e-02, eta: 4:41:49, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.0674, loss_cls: 0.3142, acc: 91.0605, loss_bbox: 0.2584, loss_mask: 0.3277, loss: 1.0283 2022-09-29 10:57:24,773 - mmdet - INFO - Epoch [1][4300/7330] lr: 3.000e-02, eta: 4:41:42, time: 0.205, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0601, loss_rpn_bbox: 0.0677, loss_cls: 0.3061, acc: 91.3152, loss_bbox: 0.2521, loss_mask: 0.3153, loss: 1.0013 2022-09-29 10:57:34,962 - mmdet - INFO - Epoch [1][4350/7330] lr: 3.000e-02, eta: 4:41:33, time: 0.204, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0614, loss_rpn_bbox: 0.0705, loss_cls: 0.3261, acc: 90.9880, loss_bbox: 0.2611, loss_mask: 0.3200, loss: 1.0391 2022-09-29 10:57:45,380 - mmdet - INFO - Epoch [1][4400/7330] lr: 3.000e-02, eta: 4:41:29, time: 0.208, data_time: 0.041, memory: 4996, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.0709, loss_cls: 0.3219, acc: 90.9417, loss_bbox: 0.2605, loss_mask: 0.3266, loss: 1.0436 2022-09-29 10:57:55,488 - mmdet - INFO - Epoch [1][4450/7330] lr: 3.000e-02, eta: 4:41:19, time: 0.202, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0613, loss_rpn_bbox: 0.0712, loss_cls: 0.3260, acc: 90.7949, loss_bbox: 0.2640, loss_mask: 0.3318, loss: 1.0542 2022-09-29 10:58:05,674 - mmdet - INFO - Epoch [1][4500/7330] lr: 3.000e-02, eta: 4:41:10, time: 0.204, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.0722, loss_cls: 0.3302, acc: 90.7664, loss_bbox: 0.2618, loss_mask: 0.3227, loss: 1.0476 2022-09-29 10:58:15,448 - mmdet - INFO - Epoch [1][4550/7330] lr: 3.000e-02, eta: 4:40:54, time: 0.195, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0614, loss_rpn_bbox: 0.0685, loss_cls: 0.3015, acc: 91.5757, loss_bbox: 0.2518, loss_mask: 0.3213, loss: 1.0044 2022-09-29 10:58:25,590 - mmdet - INFO - Epoch [1][4600/7330] lr: 3.000e-02, eta: 4:40:45, time: 0.203, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0580, loss_rpn_bbox: 0.0708, loss_cls: 0.3246, acc: 90.9351, loss_bbox: 0.2605, loss_mask: 0.3269, loss: 1.0408 2022-09-29 10:58:35,121 - mmdet - INFO - Epoch [1][4650/7330] lr: 3.000e-02, eta: 4:40:24, time: 0.191, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0628, loss_cls: 0.3099, acc: 91.3638, loss_bbox: 0.2520, loss_mask: 0.3179, loss: 1.0004 2022-09-29 10:58:45,123 - mmdet - INFO - Epoch [1][4700/7330] lr: 3.000e-02, eta: 4:40:12, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0604, loss_rpn_bbox: 0.0682, loss_cls: 0.3247, acc: 90.9285, loss_bbox: 0.2650, loss_mask: 0.3259, loss: 1.0442 2022-09-29 10:58:55,437 - mmdet - INFO - Epoch [1][4750/7330] lr: 3.000e-02, eta: 4:40:06, time: 0.206, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0691, loss_cls: 0.3113, acc: 91.2463, loss_bbox: 0.2546, loss_mask: 0.3258, loss: 1.0204 2022-09-29 10:59:05,434 - mmdet - INFO - Epoch [1][4800/7330] lr: 3.000e-02, eta: 4:39:54, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0697, loss_cls: 0.3257, acc: 90.7725, loss_bbox: 0.2712, loss_mask: 0.3282, loss: 1.0568 2022-09-29 10:59:15,530 - mmdet - INFO - Epoch [1][4850/7330] lr: 3.000e-02, eta: 4:39:44, time: 0.202, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0699, loss_cls: 0.3276, acc: 90.7441, loss_bbox: 0.2632, loss_mask: 0.3216, loss: 1.0377 2022-09-29 10:59:25,161 - mmdet - INFO - Epoch [1][4900/7330] lr: 3.000e-02, eta: 4:39:26, time: 0.193, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0662, loss_cls: 0.3176, acc: 91.1001, loss_bbox: 0.2577, loss_mask: 0.3205, loss: 1.0199 2022-09-29 10:59:35,365 - mmdet - INFO - Epoch [1][4950/7330] lr: 3.000e-02, eta: 4:39:18, time: 0.204, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0691, loss_cls: 0.3105, acc: 91.3132, loss_bbox: 0.2523, loss_mask: 0.3199, loss: 1.0079 2022-09-29 10:59:45,824 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 10:59:45,825 - mmdet - INFO - Epoch [1][5000/7330] lr: 3.000e-02, eta: 4:39:14, time: 0.209, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0685, loss_cls: 0.3236, acc: 90.7148, loss_bbox: 0.2670, loss_mask: 0.3193, loss: 1.0368 2022-09-29 10:59:55,936 - mmdet - INFO - Epoch [1][5050/7330] lr: 3.000e-02, eta: 4:39:04, time: 0.202, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0672, loss_cls: 0.3138, acc: 91.0137, loss_bbox: 0.2567, loss_mask: 0.3199, loss: 1.0124 2022-09-29 11:00:05,891 - mmdet - INFO - Epoch [1][5100/7330] lr: 3.000e-02, eta: 4:38:52, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0698, loss_cls: 0.3225, acc: 90.7773, loss_bbox: 0.2693, loss_mask: 0.3223, loss: 1.0425 2022-09-29 11:00:15,865 - mmdet - INFO - Epoch [1][5150/7330] lr: 3.000e-02, eta: 4:38:40, time: 0.199, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0620, loss_rpn_bbox: 0.0684, loss_cls: 0.3225, acc: 91.0427, loss_bbox: 0.2610, loss_mask: 0.3254, loss: 1.0393 2022-09-29 11:00:25,470 - mmdet - INFO - Epoch [1][5200/7330] lr: 3.000e-02, eta: 4:38:22, time: 0.192, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0652, loss_cls: 0.3037, acc: 91.4883, loss_bbox: 0.2529, loss_mask: 0.3224, loss: 0.9981 2022-09-29 11:00:35,754 - mmdet - INFO - Epoch [1][5250/7330] lr: 3.000e-02, eta: 4:38:15, time: 0.206, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0568, loss_rpn_bbox: 0.0657, loss_cls: 0.3107, acc: 90.9734, loss_bbox: 0.2659, loss_mask: 0.3165, loss: 1.0155 2022-09-29 11:00:45,540 - mmdet - INFO - Epoch [1][5300/7330] lr: 3.000e-02, eta: 4:38:00, time: 0.196, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0667, loss_cls: 0.3134, acc: 91.0940, loss_bbox: 0.2566, loss_mask: 0.3138, loss: 1.0089 2022-09-29 11:00:55,605 - mmdet - INFO - Epoch [1][5350/7330] lr: 3.000e-02, eta: 4:37:49, time: 0.201, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0691, loss_cls: 0.3176, acc: 90.8528, loss_bbox: 0.2597, loss_mask: 0.3237, loss: 1.0289 2022-09-29 11:01:05,615 - mmdet - INFO - Epoch [1][5400/7330] lr: 3.000e-02, eta: 4:37:38, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0642, loss_cls: 0.2992, acc: 91.3171, loss_bbox: 0.2537, loss_mask: 0.3231, loss: 0.9935 2022-09-29 11:01:15,364 - mmdet - INFO - Epoch [1][5450/7330] lr: 3.000e-02, eta: 4:37:23, time: 0.195, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0654, loss_cls: 0.3096, acc: 91.3071, loss_bbox: 0.2540, loss_mask: 0.3276, loss: 1.0113 2022-09-29 11:01:25,162 - mmdet - INFO - Epoch [1][5500/7330] lr: 3.000e-02, eta: 4:37:08, time: 0.196, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0697, loss_cls: 0.3149, acc: 90.8948, loss_bbox: 0.2671, loss_mask: 0.3247, loss: 1.0336 2022-09-29 11:01:34,959 - mmdet - INFO - Epoch [1][5550/7330] lr: 3.000e-02, eta: 4:36:54, time: 0.196, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0648, loss_cls: 0.3100, acc: 91.2288, loss_bbox: 0.2558, loss_mask: 0.3090, loss: 0.9952 2022-09-29 11:01:44,868 - mmdet - INFO - Epoch [1][5600/7330] lr: 3.000e-02, eta: 4:36:41, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0681, loss_cls: 0.3119, acc: 91.2742, loss_bbox: 0.2523, loss_mask: 0.3223, loss: 1.0096 2022-09-29 11:01:55,089 - mmdet - INFO - Epoch [1][5650/7330] lr: 3.000e-02, eta: 4:36:33, time: 0.204, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0632, loss_rpn_bbox: 0.0676, loss_cls: 0.3147, acc: 91.1011, loss_bbox: 0.2598, loss_mask: 0.3191, loss: 1.0244 2022-09-29 11:02:05,032 - mmdet - INFO - Epoch [1][5700/7330] lr: 3.000e-02, eta: 4:36:21, time: 0.199, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0665, loss_cls: 0.3056, acc: 91.2229, loss_bbox: 0.2589, loss_mask: 0.3211, loss: 1.0066 2022-09-29 11:02:15,164 - mmdet - INFO - Epoch [1][5750/7330] lr: 3.000e-02, eta: 4:36:12, time: 0.203, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.0703, loss_cls: 0.3082, acc: 91.0784, loss_bbox: 0.2634, loss_mask: 0.3170, loss: 1.0164 2022-09-29 11:02:25,050 - mmdet - INFO - Epoch [1][5800/7330] lr: 3.000e-02, eta: 4:35:59, time: 0.198, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.0690, loss_cls: 0.3221, acc: 90.7803, loss_bbox: 0.2610, loss_mask: 0.3192, loss: 1.0259 2022-09-29 11:02:34,956 - mmdet - INFO - Epoch [1][5850/7330] lr: 3.000e-02, eta: 4:35:47, time: 0.198, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0568, loss_rpn_bbox: 0.0634, loss_cls: 0.3242, acc: 90.8970, loss_bbox: 0.2593, loss_mask: 0.3197, loss: 1.0235 2022-09-29 11:02:44,793 - mmdet - INFO - Epoch [1][5900/7330] lr: 3.000e-02, eta: 4:35:33, time: 0.197, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0677, loss_cls: 0.3124, acc: 91.1040, loss_bbox: 0.2652, loss_mask: 0.3259, loss: 1.0268 2022-09-29 11:02:54,905 - mmdet - INFO - Epoch [1][5950/7330] lr: 3.000e-02, eta: 4:35:24, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0673, loss_cls: 0.3105, acc: 91.1833, loss_bbox: 0.2534, loss_mask: 0.3147, loss: 1.0038 2022-09-29 11:03:04,860 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 11:03:04,860 - mmdet - INFO - Epoch [1][6000/7330] lr: 3.000e-02, eta: 4:35:12, time: 0.199, data_time: 0.041, memory: 4996, loss_rpn_cls: 0.0580, loss_rpn_bbox: 0.0674, loss_cls: 0.3010, acc: 91.3342, loss_bbox: 0.2557, loss_mask: 0.3171, loss: 0.9991 2022-09-29 11:03:14,713 - mmdet - INFO - Epoch [1][6050/7330] lr: 3.000e-02, eta: 4:34:59, time: 0.197, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0637, loss_cls: 0.2943, acc: 91.3457, loss_bbox: 0.2539, loss_mask: 0.3108, loss: 0.9759 2022-09-29 11:03:24,682 - mmdet - INFO - Epoch [1][6100/7330] lr: 3.000e-02, eta: 4:34:47, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.0687, loss_cls: 0.3109, acc: 91.1729, loss_bbox: 0.2560, loss_mask: 0.3240, loss: 1.0196 2022-09-29 11:03:34,742 - mmdet - INFO - Epoch [1][6150/7330] lr: 3.000e-02, eta: 4:34:37, time: 0.201, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0632, loss_cls: 0.2992, acc: 91.3569, loss_bbox: 0.2457, loss_mask: 0.3112, loss: 0.9756 2022-09-29 11:03:44,505 - mmdet - INFO - Epoch [1][6200/7330] lr: 3.000e-02, eta: 4:34:23, time: 0.195, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0592, loss_rpn_bbox: 0.0704, loss_cls: 0.3099, acc: 91.0574, loss_bbox: 0.2612, loss_mask: 0.3215, loss: 1.0223 2022-09-29 11:03:54,274 - mmdet - INFO - Epoch [1][6250/7330] lr: 3.000e-02, eta: 4:34:09, time: 0.195, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0683, loss_cls: 0.2973, acc: 91.3066, loss_bbox: 0.2512, loss_mask: 0.3097, loss: 0.9804 2022-09-29 11:04:04,170 - mmdet - INFO - Epoch [1][6300/7330] lr: 3.000e-02, eta: 4:33:57, time: 0.198, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0654, loss_cls: 0.3152, acc: 90.9150, loss_bbox: 0.2587, loss_mask: 0.3111, loss: 1.0067 2022-09-29 11:04:14,135 - mmdet - INFO - Epoch [1][6350/7330] lr: 3.000e-02, eta: 4:33:45, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0603, loss_rpn_bbox: 0.0675, loss_cls: 0.3095, acc: 91.1362, loss_bbox: 0.2583, loss_mask: 0.3136, loss: 1.0092 2022-09-29 11:04:23,913 - mmdet - INFO - Epoch [1][6400/7330] lr: 3.000e-02, eta: 4:33:32, time: 0.196, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0639, loss_cls: 0.3029, acc: 91.3523, loss_bbox: 0.2457, loss_mask: 0.3130, loss: 0.9776 2022-09-29 11:04:33,713 - mmdet - INFO - Epoch [1][6450/7330] lr: 3.000e-02, eta: 4:33:18, time: 0.196, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0652, loss_cls: 0.2893, acc: 91.4526, loss_bbox: 0.2494, loss_mask: 0.3080, loss: 0.9633 2022-09-29 11:04:43,605 - mmdet - INFO - Epoch [1][6500/7330] lr: 3.000e-02, eta: 4:33:06, time: 0.198, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0639, loss_cls: 0.2971, acc: 91.3376, loss_bbox: 0.2516, loss_mask: 0.3108, loss: 0.9763 2022-09-29 11:04:53,188 - mmdet - INFO - Epoch [1][6550/7330] lr: 3.000e-02, eta: 4:32:50, time: 0.192, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0639, loss_cls: 0.2978, acc: 91.3115, loss_bbox: 0.2510, loss_mask: 0.3158, loss: 0.9782 2022-09-29 11:05:03,108 - mmdet - INFO - Epoch [1][6600/7330] lr: 3.000e-02, eta: 4:32:39, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0684, loss_cls: 0.3110, acc: 91.1042, loss_bbox: 0.2550, loss_mask: 0.3194, loss: 1.0101 2022-09-29 11:05:13,027 - mmdet - INFO - Epoch [1][6650/7330] lr: 3.000e-02, eta: 4:32:27, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0669, loss_cls: 0.2943, acc: 91.4419, loss_bbox: 0.2480, loss_mask: 0.3130, loss: 0.9740 2022-09-29 11:05:22,831 - mmdet - INFO - Epoch [1][6700/7330] lr: 3.000e-02, eta: 4:32:14, time: 0.196, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0690, loss_cls: 0.2992, acc: 91.3943, loss_bbox: 0.2497, loss_mask: 0.3168, loss: 0.9883 2022-09-29 11:05:33,230 - mmdet - INFO - Epoch [1][6750/7330] lr: 3.000e-02, eta: 4:32:08, time: 0.208, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0671, loss_cls: 0.2881, acc: 91.5994, loss_bbox: 0.2467, loss_mask: 0.3080, loss: 0.9642 2022-09-29 11:05:43,242 - mmdet - INFO - Epoch [1][6800/7330] lr: 3.000e-02, eta: 4:31:57, time: 0.200, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0649, loss_cls: 0.2924, acc: 91.5581, loss_bbox: 0.2497, loss_mask: 0.3070, loss: 0.9676 2022-09-29 11:05:52,786 - mmdet - INFO - Epoch [1][6850/7330] lr: 3.000e-02, eta: 4:31:41, time: 0.191, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0653, loss_cls: 0.3076, acc: 91.2178, loss_bbox: 0.2568, loss_mask: 0.3156, loss: 1.0044 2022-09-29 11:06:02,909 - mmdet - INFO - Epoch [1][6900/7330] lr: 3.000e-02, eta: 4:31:32, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0697, loss_cls: 0.3047, acc: 91.1904, loss_bbox: 0.2515, loss_mask: 0.3128, loss: 0.9936 2022-09-29 11:06:12,922 - mmdet - INFO - Epoch [1][6950/7330] lr: 3.000e-02, eta: 4:31:22, time: 0.200, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0650, loss_cls: 0.3147, acc: 90.8906, loss_bbox: 0.2629, loss_mask: 0.3202, loss: 1.0162 2022-09-29 11:06:22,809 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 11:06:22,810 - mmdet - INFO - Epoch [1][7000/7330] lr: 3.000e-02, eta: 4:31:10, time: 0.198, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0642, loss_cls: 0.2954, acc: 91.3015, loss_bbox: 0.2537, loss_mask: 0.3139, loss: 0.9807 2022-09-29 11:06:33,049 - mmdet - INFO - Epoch [1][7050/7330] lr: 3.000e-02, eta: 4:31:02, time: 0.205, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0568, loss_rpn_bbox: 0.0671, loss_cls: 0.3039, acc: 91.1689, loss_bbox: 0.2607, loss_mask: 0.3119, loss: 1.0003 2022-09-29 11:06:42,773 - mmdet - INFO - Epoch [1][7100/7330] lr: 3.000e-02, eta: 4:30:48, time: 0.194, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.0662, loss_cls: 0.3062, acc: 91.1558, loss_bbox: 0.2553, loss_mask: 0.3111, loss: 0.9952 2022-09-29 11:06:52,762 - mmdet - INFO - Epoch [1][7150/7330] lr: 3.000e-02, eta: 4:30:37, time: 0.200, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0694, loss_cls: 0.2968, acc: 91.4170, loss_bbox: 0.2521, loss_mask: 0.3068, loss: 0.9803 2022-09-29 11:07:03,068 - mmdet - INFO - Epoch [1][7200/7330] lr: 3.000e-02, eta: 4:30:30, time: 0.206, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0696, loss_cls: 0.3115, acc: 90.9465, loss_bbox: 0.2625, loss_mask: 0.3146, loss: 1.0117 2022-09-29 11:07:12,990 - mmdet - INFO - Epoch [1][7250/7330] lr: 3.000e-02, eta: 4:30:19, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0615, loss_cls: 0.2926, acc: 91.6707, loss_bbox: 0.2445, loss_mask: 0.3114, loss: 0.9622 2022-09-29 11:07:22,751 - mmdet - INFO - Epoch [1][7300/7330] lr: 3.000e-02, eta: 4:30:06, time: 0.195, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0604, loss_cls: 0.2976, acc: 91.3311, loss_bbox: 0.2485, loss_mask: 0.3029, loss: 0.9631 2022-09-29 11:07:28,968 - mmdet - INFO - Saving checkpoint at 1 epochs 2022-09-29 11:08:18,712 - mmdet - INFO - Evaluating bbox... 2022-09-29 11:08:51,559 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.220 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.377 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.229 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.121 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 ] = 0.278 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.383 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.383 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.383 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.210 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.418 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.477 2022-09-29 11:08:51,559 - mmdet - INFO - Evaluating segm... 2022-09-29 11:09:29,733 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.203 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.351 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.209 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.085 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.218 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.290 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.349 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.349 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.349 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.180 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.379 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.445 2022-09-29 11:09:30,993 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_1.pth. 2022-09-29 11:09:30,994 - mmdet - INFO - Best bbox_mAP is 0.2200 at 1 epoch. 2022-09-29 11:09:30,994 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 11:09:30,994 - mmdet - INFO - Epoch(val) [1][625] bbox_mAP: 0.2200, bbox_mAP_50: 0.3770, bbox_mAP_75: 0.2290, bbox_mAP_s: 0.1210, bbox_mAP_m: 0.2430, bbox_mAP_l: 0.2780, bbox_mAP_copypaste: 0.220 0.377 0.229 0.121 0.243 0.278, segm_mAP: 0.2030, segm_mAP_50: 0.3510, segm_mAP_75: 0.2090, segm_mAP_s: 0.0850, segm_mAP_m: 0.2180, segm_mAP_l: 0.2900, segm_mAP_copypaste: 0.203 0.351 0.209 0.085 0.218 0.290 2022-09-29 11:09:44,302 - mmdet - INFO - Epoch [2][50/7330] lr: 3.000e-02, eta: 4:29:19, time: 0.266, data_time: 0.093, memory: 4996, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0694, loss_cls: 0.2971, acc: 91.2244, loss_bbox: 0.2636, loss_mask: 0.3086, loss: 0.9978 2022-09-29 11:09:55,047 - mmdet - INFO - Epoch [2][100/7330] lr: 3.000e-02, eta: 4:29:17, time: 0.215, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.0682, loss_cls: 0.3135, acc: 90.8838, loss_bbox: 0.2651, loss_mask: 0.3084, loss: 1.0147 2022-09-29 11:10:05,143 - mmdet - INFO - Epoch [2][150/7330] lr: 3.000e-02, eta: 4:29:08, time: 0.202, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0652, loss_cls: 0.2966, acc: 91.3152, loss_bbox: 0.2529, loss_mask: 0.3086, loss: 0.9719 2022-09-29 11:10:15,395 - mmdet - INFO - Epoch [2][200/7330] lr: 3.000e-02, eta: 4:29:00, time: 0.205, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0663, loss_cls: 0.2973, acc: 91.3682, loss_bbox: 0.2498, loss_mask: 0.3017, loss: 0.9700 2022-09-29 11:10:25,297 - mmdet - INFO - Epoch [2][250/7330] lr: 3.000e-02, eta: 4:28:48, time: 0.198, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0642, loss_cls: 0.2930, acc: 91.4509, loss_bbox: 0.2527, loss_mask: 0.3068, loss: 0.9682 2022-09-29 11:10:34,940 - mmdet - INFO - Epoch [2][300/7330] lr: 3.000e-02, eta: 4:28:34, time: 0.193, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0600, loss_cls: 0.2871, acc: 91.5229, loss_bbox: 0.2492, loss_mask: 0.3046, loss: 0.9488 2022-09-29 11:10:44,866 - mmdet - INFO - Epoch [2][350/7330] lr: 3.000e-02, eta: 4:28:23, time: 0.199, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0645, loss_cls: 0.2950, acc: 91.3386, loss_bbox: 0.2549, loss_mask: 0.3110, loss: 0.9790 2022-09-29 11:10:54,722 - mmdet - INFO - Epoch [2][400/7330] lr: 3.000e-02, eta: 4:28:11, time: 0.197, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0656, loss_cls: 0.2937, acc: 91.3716, loss_bbox: 0.2567, loss_mask: 0.3064, loss: 0.9767 2022-09-29 11:11:04,755 - mmdet - INFO - Epoch [2][450/7330] lr: 3.000e-02, eta: 4:28:01, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0674, loss_cls: 0.2936, acc: 91.3984, loss_bbox: 0.2537, loss_mask: 0.3092, loss: 0.9780 2022-09-29 11:11:15,205 - mmdet - INFO - Epoch [2][500/7330] lr: 3.000e-02, eta: 4:27:56, time: 0.209, data_time: 0.044, memory: 4996, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0679, loss_cls: 0.3004, acc: 90.9646, loss_bbox: 0.2593, loss_mask: 0.3106, loss: 0.9914 2022-09-29 11:11:25,134 - mmdet - INFO - Epoch [2][550/7330] lr: 3.000e-02, eta: 4:27:45, time: 0.199, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0648, loss_cls: 0.2904, acc: 91.3623, loss_bbox: 0.2565, loss_mask: 0.3081, loss: 0.9742 2022-09-29 11:11:35,197 - mmdet - INFO - Epoch [2][600/7330] lr: 3.000e-02, eta: 4:27:35, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0644, loss_cls: 0.2940, acc: 91.3447, loss_bbox: 0.2563, loss_mask: 0.3015, loss: 0.9686 2022-09-29 11:11:44,975 - mmdet - INFO - Epoch [2][650/7330] lr: 3.000e-02, eta: 4:27:22, time: 0.196, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0652, loss_cls: 0.2968, acc: 91.3381, loss_bbox: 0.2591, loss_mask: 0.3110, loss: 0.9854 2022-09-29 11:11:54,947 - mmdet - INFO - Epoch [2][700/7330] lr: 3.000e-02, eta: 4:27:12, time: 0.199, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0643, loss_cls: 0.2923, acc: 91.4778, loss_bbox: 0.2478, loss_mask: 0.3013, loss: 0.9575 2022-09-29 11:12:05,163 - mmdet - INFO - Epoch [2][750/7330] lr: 3.000e-02, eta: 4:27:03, time: 0.204, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0641, loss_cls: 0.2919, acc: 91.4517, loss_bbox: 0.2523, loss_mask: 0.3045, loss: 0.9640 2022-09-29 11:12:14,864 - mmdet - INFO - Epoch [2][800/7330] lr: 3.000e-02, eta: 4:26:50, time: 0.194, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0608, loss_cls: 0.2955, acc: 91.2981, loss_bbox: 0.2502, loss_mask: 0.3047, loss: 0.9600 2022-09-29 11:12:24,866 - mmdet - INFO - Epoch [2][850/7330] lr: 3.000e-02, eta: 4:26:40, time: 0.200, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0651, loss_cls: 0.2876, acc: 91.3777, loss_bbox: 0.2564, loss_mask: 0.3047, loss: 0.9660 2022-09-29 11:12:35,070 - mmdet - INFO - Epoch [2][900/7330] lr: 3.000e-02, eta: 4:26:32, time: 0.204, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0661, loss_cls: 0.2928, acc: 91.3279, loss_bbox: 0.2530, loss_mask: 0.3021, loss: 0.9645 2022-09-29 11:12:45,200 - mmdet - INFO - Epoch [2][950/7330] lr: 3.000e-02, eta: 4:26:23, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0650, loss_cls: 0.2908, acc: 91.2708, loss_bbox: 0.2561, loss_mask: 0.3032, loss: 0.9672 2022-09-29 11:12:55,054 - mmdet - INFO - Epoch [2][1000/7330] lr: 3.000e-02, eta: 4:26:11, time: 0.197, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0661, loss_cls: 0.2914, acc: 91.4263, loss_bbox: 0.2503, loss_mask: 0.3030, loss: 0.9643 2022-09-29 11:13:05,096 - mmdet - INFO - Epoch [2][1050/7330] lr: 3.000e-02, eta: 4:26:01, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0643, loss_cls: 0.2801, acc: 91.7900, loss_bbox: 0.2376, loss_mask: 0.2952, loss: 0.9296 2022-09-29 11:13:14,748 - mmdet - INFO - Epoch [2][1100/7330] lr: 3.000e-02, eta: 4:25:47, time: 0.193, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0626, loss_cls: 0.2757, acc: 91.7678, loss_bbox: 0.2439, loss_mask: 0.3015, loss: 0.9338 2022-09-29 11:13:24,425 - mmdet - INFO - Epoch [2][1150/7330] lr: 3.000e-02, eta: 4:25:34, time: 0.194, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0641, loss_cls: 0.2993, acc: 91.3867, loss_bbox: 0.2481, loss_mask: 0.3082, loss: 0.9728 2022-09-29 11:13:34,355 - mmdet - INFO - Epoch [2][1200/7330] lr: 3.000e-02, eta: 4:25:23, time: 0.199, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0675, loss_cls: 0.3160, acc: 90.7017, loss_bbox: 0.2674, loss_mask: 0.3121, loss: 1.0158 2022-09-29 11:13:44,538 - mmdet - INFO - Epoch [2][1250/7330] lr: 3.000e-02, eta: 4:25:15, time: 0.204, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0677, loss_cls: 0.2912, acc: 91.4373, loss_bbox: 0.2482, loss_mask: 0.3044, loss: 0.9653 2022-09-29 11:13:54,771 - mmdet - INFO - Epoch [2][1300/7330] lr: 3.000e-02, eta: 4:25:06, time: 0.205, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0660, loss_cls: 0.2932, acc: 91.2847, loss_bbox: 0.2572, loss_mask: 0.3094, loss: 0.9797 2022-09-29 11:14:04,758 - mmdet - INFO - Epoch [2][1350/7330] lr: 3.000e-02, eta: 4:24:56, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0640, loss_cls: 0.2828, acc: 91.6357, loss_bbox: 0.2461, loss_mask: 0.3024, loss: 0.9463 2022-09-29 11:14:14,934 - mmdet - INFO - Epoch [2][1400/7330] lr: 3.000e-02, eta: 4:24:47, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0516, loss_rpn_bbox: 0.0625, loss_cls: 0.2902, acc: 91.3940, loss_bbox: 0.2511, loss_mask: 0.3070, loss: 0.9625 2022-09-29 11:14:25,382 - mmdet - INFO - Epoch [2][1450/7330] lr: 3.000e-02, eta: 4:24:41, time: 0.209, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0683, loss_cls: 0.3045, acc: 90.9006, loss_bbox: 0.2677, loss_mask: 0.2999, loss: 0.9970 2022-09-29 11:14:35,534 - mmdet - INFO - Epoch [2][1500/7330] lr: 3.000e-02, eta: 4:24:32, time: 0.203, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0668, loss_cls: 0.3010, acc: 91.1194, loss_bbox: 0.2573, loss_mask: 0.3091, loss: 0.9918 2022-09-29 11:14:45,767 - mmdet - INFO - Epoch [2][1550/7330] lr: 3.000e-02, eta: 4:24:24, time: 0.205, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0634, loss_cls: 0.2990, acc: 91.1523, loss_bbox: 0.2564, loss_mask: 0.3055, loss: 0.9785 2022-09-29 11:14:55,770 - mmdet - INFO - Epoch [2][1600/7330] lr: 3.000e-02, eta: 4:24:14, time: 0.200, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0660, loss_cls: 0.2980, acc: 91.2141, loss_bbox: 0.2543, loss_mask: 0.2985, loss: 0.9687 2022-09-29 11:15:05,343 - mmdet - INFO - Epoch [2][1650/7330] lr: 3.000e-02, eta: 4:24:00, time: 0.192, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0621, loss_cls: 0.2835, acc: 91.7717, loss_bbox: 0.2399, loss_mask: 0.3070, loss: 0.9423 2022-09-29 11:15:15,294 - mmdet - INFO - Epoch [2][1700/7330] lr: 3.000e-02, eta: 4:23:49, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0640, loss_cls: 0.2900, acc: 91.3977, loss_bbox: 0.2559, loss_mask: 0.2936, loss: 0.9578 2022-09-29 11:15:25,484 - mmdet - INFO - Epoch [2][1750/7330] lr: 3.000e-02, eta: 4:23:40, time: 0.204, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0645, loss_cls: 0.2919, acc: 91.3391, loss_bbox: 0.2545, loss_mask: 0.2988, loss: 0.9649 2022-09-29 11:15:35,144 - mmdet - INFO - Epoch [2][1800/7330] lr: 3.000e-02, eta: 4:23:27, time: 0.193, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0620, loss_cls: 0.2786, acc: 91.7708, loss_bbox: 0.2449, loss_mask: 0.3021, loss: 0.9365 2022-09-29 11:15:44,736 - mmdet - INFO - Epoch [2][1850/7330] lr: 3.000e-02, eta: 4:23:13, time: 0.192, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0653, loss_cls: 0.2960, acc: 91.2812, loss_bbox: 0.2547, loss_mask: 0.3053, loss: 0.9734 2022-09-29 11:15:54,554 - mmdet - INFO - Epoch [2][1900/7330] lr: 3.000e-02, eta: 4:23:02, time: 0.196, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0621, loss_cls: 0.2956, acc: 91.2478, loss_bbox: 0.2526, loss_mask: 0.3068, loss: 0.9646 2022-09-29 11:16:04,557 - mmdet - INFO - Epoch [2][1950/7330] lr: 3.000e-02, eta: 4:22:51, time: 0.200, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0660, loss_cls: 0.2840, acc: 91.5627, loss_bbox: 0.2444, loss_mask: 0.3074, loss: 0.9538 2022-09-29 11:16:14,381 - mmdet - INFO - Epoch [2][2000/7330] lr: 3.000e-02, eta: 4:22:40, time: 0.196, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0660, loss_cls: 0.2914, acc: 91.2827, loss_bbox: 0.2534, loss_mask: 0.3034, loss: 0.9652 2022-09-29 11:16:24,159 - mmdet - INFO - Epoch [2][2050/7330] lr: 3.000e-02, eta: 4:22:28, time: 0.196, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0627, loss_cls: 0.2775, acc: 91.8950, loss_bbox: 0.2400, loss_mask: 0.3067, loss: 0.9399 2022-09-29 11:16:34,105 - mmdet - INFO - Epoch [2][2100/7330] lr: 3.000e-02, eta: 4:22:17, time: 0.199, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0680, loss_cls: 0.2957, acc: 91.2073, loss_bbox: 0.2487, loss_mask: 0.3055, loss: 0.9733 2022-09-29 11:16:43,922 - mmdet - INFO - Epoch [2][2150/7330] lr: 3.000e-02, eta: 4:22:05, time: 0.196, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0636, loss_cls: 0.2854, acc: 91.6265, loss_bbox: 0.2380, loss_mask: 0.2981, loss: 0.9373 2022-09-29 11:16:53,568 - mmdet - INFO - Epoch [2][2200/7330] lr: 3.000e-02, eta: 4:21:52, time: 0.193, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0614, loss_cls: 0.2873, acc: 91.5312, loss_bbox: 0.2470, loss_mask: 0.3011, loss: 0.9493 2022-09-29 11:17:03,412 - mmdet - INFO - Epoch [2][2250/7330] lr: 3.000e-02, eta: 4:21:41, time: 0.197, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0611, loss_cls: 0.2893, acc: 91.6604, loss_bbox: 0.2415, loss_mask: 0.3052, loss: 0.9480 2022-09-29 11:17:13,487 - mmdet - INFO - Epoch [2][2300/7330] lr: 3.000e-02, eta: 4:21:31, time: 0.201, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0696, loss_cls: 0.2841, acc: 91.6191, loss_bbox: 0.2487, loss_mask: 0.3036, loss: 0.9565 2022-09-29 11:17:23,662 - mmdet - INFO - Epoch [2][2350/7330] lr: 3.000e-02, eta: 4:21:23, time: 0.204, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0652, loss_cls: 0.2738, acc: 91.7690, loss_bbox: 0.2420, loss_mask: 0.3012, loss: 0.9317 2022-09-29 11:17:33,372 - mmdet - INFO - Epoch [2][2400/7330] lr: 3.000e-02, eta: 4:21:10, time: 0.194, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0633, loss_cls: 0.2798, acc: 91.7424, loss_bbox: 0.2478, loss_mask: 0.3001, loss: 0.9392 2022-09-29 11:17:43,648 - mmdet - INFO - Epoch [2][2450/7330] lr: 3.000e-02, eta: 4:21:02, time: 0.206, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0634, loss_cls: 0.2819, acc: 91.5657, loss_bbox: 0.2492, loss_mask: 0.3032, loss: 0.9480 2022-09-29 11:17:53,770 - mmdet - INFO - Epoch [2][2500/7330] lr: 3.000e-02, eta: 4:20:53, time: 0.202, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0632, loss_cls: 0.2883, acc: 91.3022, loss_bbox: 0.2494, loss_mask: 0.2963, loss: 0.9465 2022-09-29 11:18:03,385 - mmdet - INFO - Epoch [2][2550/7330] lr: 3.000e-02, eta: 4:20:40, time: 0.192, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0635, loss_cls: 0.2923, acc: 91.5979, loss_bbox: 0.2461, loss_mask: 0.3005, loss: 0.9536 2022-09-29 11:18:13,699 - mmdet - INFO - Epoch [2][2600/7330] lr: 3.000e-02, eta: 4:20:32, time: 0.206, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0612, loss_cls: 0.2803, acc: 91.6946, loss_bbox: 0.2449, loss_mask: 0.2988, loss: 0.9334 2022-09-29 11:18:23,836 - mmdet - INFO - Epoch [2][2650/7330] lr: 3.000e-02, eta: 4:20:23, time: 0.203, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0657, loss_cls: 0.2932, acc: 91.4390, loss_bbox: 0.2498, loss_mask: 0.2950, loss: 0.9555 2022-09-29 11:18:33,763 - mmdet - INFO - Epoch [2][2700/7330] lr: 3.000e-02, eta: 4:20:12, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0621, loss_cls: 0.2996, acc: 91.2764, loss_bbox: 0.2549, loss_mask: 0.3004, loss: 0.9640 2022-09-29 11:18:43,746 - mmdet - INFO - Epoch [2][2750/7330] lr: 3.000e-02, eta: 4:20:02, time: 0.200, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0649, loss_cls: 0.2928, acc: 91.4258, loss_bbox: 0.2508, loss_mask: 0.2998, loss: 0.9576 2022-09-29 11:18:53,873 - mmdet - INFO - Epoch [2][2800/7330] lr: 3.000e-02, eta: 4:19:53, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0647, loss_cls: 0.2780, acc: 91.6897, loss_bbox: 0.2462, loss_mask: 0.3043, loss: 0.9424 2022-09-29 11:19:03,558 - mmdet - INFO - Epoch [2][2850/7330] lr: 3.000e-02, eta: 4:19:40, time: 0.194, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0611, loss_cls: 0.2888, acc: 91.5884, loss_bbox: 0.2502, loss_mask: 0.2956, loss: 0.9449 2022-09-29 11:19:13,631 - mmdet - INFO - Epoch [2][2900/7330] lr: 3.000e-02, eta: 4:19:31, time: 0.201, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0640, loss_cls: 0.2899, acc: 91.3567, loss_bbox: 0.2554, loss_mask: 0.2989, loss: 0.9581 2022-09-29 11:19:23,450 - mmdet - INFO - Epoch [2][2950/7330] lr: 3.000e-02, eta: 4:19:19, time: 0.196, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0633, loss_cls: 0.2896, acc: 91.3035, loss_bbox: 0.2527, loss_mask: 0.3011, loss: 0.9581 2022-09-29 11:19:33,566 - mmdet - INFO - Epoch [2][3000/7330] lr: 3.000e-02, eta: 4:19:10, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0616, loss_cls: 0.2811, acc: 91.6313, loss_bbox: 0.2432, loss_mask: 0.2953, loss: 0.9298 2022-09-29 11:19:43,590 - mmdet - INFO - Epoch [2][3050/7330] lr: 3.000e-02, eta: 4:19:00, time: 0.201, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0660, loss_cls: 0.2852, acc: 91.4158, loss_bbox: 0.2504, loss_mask: 0.3020, loss: 0.9545 2022-09-29 11:19:53,751 - mmdet - INFO - Epoch [2][3100/7330] lr: 3.000e-02, eta: 4:18:51, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0653, loss_cls: 0.2982, acc: 91.0908, loss_bbox: 0.2534, loss_mask: 0.2972, loss: 0.9655 2022-09-29 11:20:03,731 - mmdet - INFO - Epoch [2][3150/7330] lr: 3.000e-02, eta: 4:18:41, time: 0.200, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0671, loss_cls: 0.2898, acc: 91.2988, loss_bbox: 0.2540, loss_mask: 0.3031, loss: 0.9661 2022-09-29 11:20:13,852 - mmdet - INFO - Epoch [2][3200/7330] lr: 3.000e-02, eta: 4:18:31, time: 0.202, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0674, loss_cls: 0.2886, acc: 91.4233, loss_bbox: 0.2499, loss_mask: 0.2993, loss: 0.9566 2022-09-29 11:20:24,113 - mmdet - INFO - Epoch [2][3250/7330] lr: 3.000e-02, eta: 4:18:23, time: 0.205, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0690, loss_cls: 0.2942, acc: 91.3376, loss_bbox: 0.2527, loss_mask: 0.3034, loss: 0.9742 2022-09-29 11:20:34,013 - mmdet - INFO - Epoch [2][3300/7330] lr: 3.000e-02, eta: 4:18:12, time: 0.198, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0624, loss_cls: 0.2845, acc: 91.5715, loss_bbox: 0.2463, loss_mask: 0.3007, loss: 0.9460 2022-09-29 11:20:43,893 - mmdet - INFO - Epoch [2][3350/7330] lr: 3.000e-02, eta: 4:18:01, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0623, loss_cls: 0.2892, acc: 91.3218, loss_bbox: 0.2531, loss_mask: 0.2992, loss: 0.9536 2022-09-29 11:20:53,682 - mmdet - INFO - Epoch [2][3400/7330] lr: 3.000e-02, eta: 4:17:50, time: 0.196, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0629, loss_cls: 0.2825, acc: 91.5642, loss_bbox: 0.2452, loss_mask: 0.2942, loss: 0.9332 2022-09-29 11:21:03,894 - mmdet - INFO - Epoch [2][3450/7330] lr: 3.000e-02, eta: 4:17:41, time: 0.204, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0650, loss_cls: 0.2911, acc: 91.4568, loss_bbox: 0.2514, loss_mask: 0.3012, loss: 0.9593 2022-09-29 11:21:13,629 - mmdet - INFO - Epoch [2][3500/7330] lr: 3.000e-02, eta: 4:17:29, time: 0.195, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0639, loss_cls: 0.2852, acc: 91.5598, loss_bbox: 0.2474, loss_mask: 0.3004, loss: 0.9472 2022-09-29 11:21:23,969 - mmdet - INFO - Epoch [2][3550/7330] lr: 3.000e-02, eta: 4:17:21, time: 0.207, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0656, loss_cls: 0.2975, acc: 91.0823, loss_bbox: 0.2602, loss_mask: 0.3020, loss: 0.9779 2022-09-29 11:21:34,351 - mmdet - INFO - Epoch [2][3600/7330] lr: 3.000e-02, eta: 4:17:14, time: 0.208, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0634, loss_cls: 0.2802, acc: 91.6052, loss_bbox: 0.2506, loss_mask: 0.2955, loss: 0.9416 2022-09-29 11:21:44,391 - mmdet - INFO - Epoch [2][3650/7330] lr: 3.000e-02, eta: 4:17:04, time: 0.201, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0639, loss_cls: 0.2843, acc: 91.5811, loss_bbox: 0.2483, loss_mask: 0.3029, loss: 0.9501 2022-09-29 11:21:54,662 - mmdet - INFO - Epoch [2][3700/7330] lr: 3.000e-02, eta: 4:16:56, time: 0.205, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0625, loss_cls: 0.2741, acc: 91.7300, loss_bbox: 0.2459, loss_mask: 0.3002, loss: 0.9307 2022-09-29 11:22:04,378 - mmdet - INFO - Epoch [2][3750/7330] lr: 3.000e-02, eta: 4:16:44, time: 0.194, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0604, loss_cls: 0.2882, acc: 91.5881, loss_bbox: 0.2415, loss_mask: 0.3049, loss: 0.9411 2022-09-29 11:22:14,343 - mmdet - INFO - Epoch [2][3800/7330] lr: 3.000e-02, eta: 4:16:33, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0669, loss_cls: 0.2883, acc: 91.2810, loss_bbox: 0.2572, loss_mask: 0.3052, loss: 0.9696 2022-09-29 11:22:24,139 - mmdet - INFO - Epoch [2][3850/7330] lr: 3.000e-02, eta: 4:16:22, time: 0.196, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0617, loss_cls: 0.2872, acc: 91.4595, loss_bbox: 0.2471, loss_mask: 0.3053, loss: 0.9510 2022-09-29 11:22:34,146 - mmdet - INFO - Epoch [2][3900/7330] lr: 3.000e-02, eta: 4:16:12, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0645, loss_cls: 0.2877, acc: 91.5713, loss_bbox: 0.2487, loss_mask: 0.3037, loss: 0.9541 2022-09-29 11:22:44,100 - mmdet - INFO - Epoch [2][3950/7330] lr: 3.000e-02, eta: 4:16:01, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0653, loss_cls: 0.2758, acc: 91.7522, loss_bbox: 0.2456, loss_mask: 0.3040, loss: 0.9399 2022-09-29 11:22:54,064 - mmdet - INFO - Epoch [2][4000/7330] lr: 3.000e-02, eta: 4:15:51, time: 0.199, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0642, loss_cls: 0.2770, acc: 91.6692, loss_bbox: 0.2473, loss_mask: 0.3008, loss: 0.9385 2022-09-29 11:23:03,835 - mmdet - INFO - Epoch [2][4050/7330] lr: 3.000e-02, eta: 4:15:39, time: 0.195, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0644, loss_cls: 0.2868, acc: 91.5061, loss_bbox: 0.2496, loss_mask: 0.3014, loss: 0.9540 2022-09-29 11:23:13,832 - mmdet - INFO - Epoch [2][4100/7330] lr: 3.000e-02, eta: 4:15:29, time: 0.200, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0630, loss_cls: 0.2742, acc: 91.7849, loss_bbox: 0.2408, loss_mask: 0.2901, loss: 0.9224 2022-09-29 11:23:23,962 - mmdet - INFO - Epoch [2][4150/7330] lr: 3.000e-02, eta: 4:15:20, time: 0.203, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0633, loss_cls: 0.2847, acc: 91.4702, loss_bbox: 0.2518, loss_mask: 0.2925, loss: 0.9446 2022-09-29 11:23:33,764 - mmdet - INFO - Epoch [2][4200/7330] lr: 3.000e-02, eta: 4:15:08, time: 0.196, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0596, loss_cls: 0.2897, acc: 91.3728, loss_bbox: 0.2548, loss_mask: 0.3052, loss: 0.9557 2022-09-29 11:23:43,667 - mmdet - INFO - Epoch [2][4250/7330] lr: 3.000e-02, eta: 4:14:57, time: 0.198, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0637, loss_cls: 0.2823, acc: 91.5193, loss_bbox: 0.2484, loss_mask: 0.2996, loss: 0.9418 2022-09-29 11:23:53,590 - mmdet - INFO - Epoch [2][4300/7330] lr: 3.000e-02, eta: 4:14:47, time: 0.198, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0645, loss_cls: 0.2897, acc: 91.4336, loss_bbox: 0.2528, loss_mask: 0.3050, loss: 0.9628 2022-09-29 11:24:03,467 - mmdet - INFO - Epoch [2][4350/7330] lr: 3.000e-02, eta: 4:14:36, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0603, loss_cls: 0.2741, acc: 91.6973, loss_bbox: 0.2469, loss_mask: 0.2974, loss: 0.9267 2022-09-29 11:24:13,700 - mmdet - INFO - Epoch [2][4400/7330] lr: 3.000e-02, eta: 4:14:27, time: 0.205, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0643, loss_cls: 0.2789, acc: 91.6001, loss_bbox: 0.2461, loss_mask: 0.2992, loss: 0.9399 2022-09-29 11:24:23,402 - mmdet - INFO - Epoch [2][4450/7330] lr: 3.000e-02, eta: 4:14:15, time: 0.194, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0586, loss_cls: 0.2767, acc: 91.7573, loss_bbox: 0.2417, loss_mask: 0.3003, loss: 0.9265 2022-09-29 11:24:33,343 - mmdet - INFO - Epoch [2][4500/7330] lr: 3.000e-02, eta: 4:14:05, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0620, loss_cls: 0.2767, acc: 91.6570, loss_bbox: 0.2477, loss_mask: 0.2886, loss: 0.9223 2022-09-29 11:24:43,230 - mmdet - INFO - Epoch [2][4550/7330] lr: 3.000e-02, eta: 4:13:54, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0644, loss_cls: 0.2774, acc: 91.6099, loss_bbox: 0.2456, loss_mask: 0.2951, loss: 0.9342 2022-09-29 11:24:52,952 - mmdet - INFO - Epoch [2][4600/7330] lr: 3.000e-02, eta: 4:13:42, time: 0.194, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0613, loss_cls: 0.2759, acc: 91.8181, loss_bbox: 0.2363, loss_mask: 0.2898, loss: 0.9091 2022-09-29 11:25:02,704 - mmdet - INFO - Epoch [2][4650/7330] lr: 3.000e-02, eta: 4:13:31, time: 0.195, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0607, loss_cls: 0.2825, acc: 91.5483, loss_bbox: 0.2459, loss_mask: 0.2942, loss: 0.9335 2022-09-29 11:25:12,576 - mmdet - INFO - Epoch [2][4700/7330] lr: 3.000e-02, eta: 4:13:20, time: 0.197, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0645, loss_cls: 0.2738, acc: 91.7402, loss_bbox: 0.2422, loss_mask: 0.2959, loss: 0.9250 2022-09-29 11:25:22,527 - mmdet - INFO - Epoch [2][4750/7330] lr: 3.000e-02, eta: 4:13:09, time: 0.199, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0613, loss_cls: 0.2908, acc: 91.3223, loss_bbox: 0.2460, loss_mask: 0.2946, loss: 0.9406 2022-09-29 11:25:32,559 - mmdet - INFO - Epoch [2][4800/7330] lr: 3.000e-02, eta: 4:12:59, time: 0.201, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0631, loss_cls: 0.2796, acc: 91.4902, loss_bbox: 0.2503, loss_mask: 0.2962, loss: 0.9402 2022-09-29 11:25:42,669 - mmdet - INFO - Epoch [2][4850/7330] lr: 3.000e-02, eta: 4:12:50, time: 0.202, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0644, loss_cls: 0.2787, acc: 91.6060, loss_bbox: 0.2516, loss_mask: 0.2886, loss: 0.9327 2022-09-29 11:25:52,517 - mmdet - INFO - Epoch [2][4900/7330] lr: 3.000e-02, eta: 4:12:39, time: 0.197, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0670, loss_cls: 0.2911, acc: 91.2927, loss_bbox: 0.2573, loss_mask: 0.3015, loss: 0.9709 2022-09-29 11:26:02,744 - mmdet - INFO - Epoch [2][4950/7330] lr: 3.000e-02, eta: 4:12:30, time: 0.204, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0637, loss_cls: 0.2912, acc: 91.1782, loss_bbox: 0.2517, loss_mask: 0.2973, loss: 0.9531 2022-09-29 11:26:12,631 - mmdet - INFO - Epoch [2][5000/7330] lr: 3.000e-02, eta: 4:12:20, time: 0.198, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0627, loss_cls: 0.2804, acc: 91.6792, loss_bbox: 0.2448, loss_mask: 0.2955, loss: 0.9305 2022-09-29 11:26:22,784 - mmdet - INFO - Epoch [2][5050/7330] lr: 3.000e-02, eta: 4:12:10, time: 0.203, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0666, loss_cls: 0.2824, acc: 91.5413, loss_bbox: 0.2478, loss_mask: 0.2987, loss: 0.9439 2022-09-29 11:26:32,724 - mmdet - INFO - Epoch [2][5100/7330] lr: 3.000e-02, eta: 4:12:00, time: 0.199, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0667, loss_cls: 0.2775, acc: 91.6963, loss_bbox: 0.2403, loss_mask: 0.2971, loss: 0.9357 2022-09-29 11:26:42,799 - mmdet - INFO - Epoch [2][5150/7330] lr: 3.000e-02, eta: 4:11:50, time: 0.201, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0595, loss_cls: 0.2698, acc: 91.9727, loss_bbox: 0.2312, loss_mask: 0.2883, loss: 0.8997 2022-09-29 11:26:52,553 - mmdet - INFO - Epoch [2][5200/7330] lr: 3.000e-02, eta: 4:11:39, time: 0.195, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0664, loss_cls: 0.2826, acc: 91.5583, loss_bbox: 0.2475, loss_mask: 0.3006, loss: 0.9488 2022-09-29 11:27:02,782 - mmdet - INFO - Epoch [2][5250/7330] lr: 3.000e-02, eta: 4:11:30, time: 0.205, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0629, loss_cls: 0.2725, acc: 91.8213, loss_bbox: 0.2373, loss_mask: 0.2931, loss: 0.9118 2022-09-29 11:27:12,977 - mmdet - INFO - Epoch [2][5300/7330] lr: 3.000e-02, eta: 4:11:21, time: 0.204, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0635, loss_cls: 0.2793, acc: 91.5940, loss_bbox: 0.2465, loss_mask: 0.2967, loss: 0.9305 2022-09-29 11:27:23,095 - mmdet - INFO - Epoch [2][5350/7330] lr: 3.000e-02, eta: 4:11:12, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0633, loss_cls: 0.2792, acc: 91.6255, loss_bbox: 0.2524, loss_mask: 0.2977, loss: 0.9425 2022-09-29 11:27:32,801 - mmdet - INFO - Epoch [2][5400/7330] lr: 3.000e-02, eta: 4:11:00, time: 0.194, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0610, loss_cls: 0.2821, acc: 91.5640, loss_bbox: 0.2440, loss_mask: 0.2950, loss: 0.9277 2022-09-29 11:27:42,468 - mmdet - INFO - Epoch [2][5450/7330] lr: 3.000e-02, eta: 4:10:48, time: 0.193, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0605, loss_cls: 0.2844, acc: 91.4890, loss_bbox: 0.2455, loss_mask: 0.2921, loss: 0.9315 2022-09-29 11:27:52,742 - mmdet - INFO - Epoch [2][5500/7330] lr: 3.000e-02, eta: 4:10:40, time: 0.206, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0645, loss_cls: 0.2890, acc: 91.2896, loss_bbox: 0.2497, loss_mask: 0.2953, loss: 0.9503 2022-09-29 11:28:02,367 - mmdet - INFO - Epoch [2][5550/7330] lr: 3.000e-02, eta: 4:10:27, time: 0.192, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0621, loss_cls: 0.2755, acc: 91.7021, loss_bbox: 0.2431, loss_mask: 0.2930, loss: 0.9245 2022-09-29 11:28:12,398 - mmdet - INFO - Epoch [2][5600/7330] lr: 3.000e-02, eta: 4:10:17, time: 0.201, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0619, loss_cls: 0.2858, acc: 91.3950, loss_bbox: 0.2521, loss_mask: 0.3004, loss: 0.9496 2022-09-29 11:28:22,518 - mmdet - INFO - Epoch [2][5650/7330] lr: 3.000e-02, eta: 4:10:08, time: 0.202, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0643, loss_cls: 0.2851, acc: 91.5781, loss_bbox: 0.2465, loss_mask: 0.2938, loss: 0.9414 2022-09-29 11:28:32,592 - mmdet - INFO - Epoch [2][5700/7330] lr: 3.000e-02, eta: 4:09:58, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0650, loss_cls: 0.2857, acc: 91.5076, loss_bbox: 0.2481, loss_mask: 0.3023, loss: 0.9544 2022-09-29 11:28:42,518 - mmdet - INFO - Epoch [2][5750/7330] lr: 3.000e-02, eta: 4:09:48, time: 0.199, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0636, loss_cls: 0.2951, acc: 91.3726, loss_bbox: 0.2513, loss_mask: 0.2974, loss: 0.9618 2022-09-29 11:28:52,492 - mmdet - INFO - Epoch [2][5800/7330] lr: 3.000e-02, eta: 4:09:38, time: 0.200, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0665, loss_cls: 0.2906, acc: 91.2605, loss_bbox: 0.2521, loss_mask: 0.3024, loss: 0.9602 2022-09-29 11:29:02,552 - mmdet - INFO - Epoch [2][5850/7330] lr: 3.000e-02, eta: 4:09:28, time: 0.201, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0601, loss_cls: 0.2811, acc: 91.6997, loss_bbox: 0.2399, loss_mask: 0.2912, loss: 0.9231 2022-09-29 11:29:12,603 - mmdet - INFO - Epoch [2][5900/7330] lr: 3.000e-02, eta: 4:09:18, time: 0.201, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0672, loss_cls: 0.2892, acc: 91.4214, loss_bbox: 0.2507, loss_mask: 0.2949, loss: 0.9548 2022-09-29 11:29:22,575 - mmdet - INFO - Epoch [2][5950/7330] lr: 3.000e-02, eta: 4:09:08, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0621, loss_cls: 0.2786, acc: 91.7896, loss_bbox: 0.2421, loss_mask: 0.2969, loss: 0.9302 2022-09-29 11:29:32,680 - mmdet - INFO - Epoch [2][6000/7330] lr: 3.000e-02, eta: 4:08:59, time: 0.202, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0666, loss_cls: 0.3024, acc: 91.0388, loss_bbox: 0.2533, loss_mask: 0.2968, loss: 0.9732 2022-09-29 11:29:42,485 - mmdet - INFO - Epoch [2][6050/7330] lr: 3.000e-02, eta: 4:08:47, time: 0.196, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0635, loss_cls: 0.2710, acc: 91.8511, loss_bbox: 0.2401, loss_mask: 0.2885, loss: 0.9121 2022-09-29 11:29:52,448 - mmdet - INFO - Epoch [2][6100/7330] lr: 3.000e-02, eta: 4:08:37, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0629, loss_cls: 0.2861, acc: 91.5571, loss_bbox: 0.2483, loss_mask: 0.2908, loss: 0.9408 2022-09-29 11:30:02,568 - mmdet - INFO - Epoch [2][6150/7330] lr: 3.000e-02, eta: 4:08:28, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0646, loss_cls: 0.2782, acc: 91.6528, loss_bbox: 0.2500, loss_mask: 0.3002, loss: 0.9424 2022-09-29 11:30:12,575 - mmdet - INFO - Epoch [2][6200/7330] lr: 3.000e-02, eta: 4:08:18, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0617, loss_cls: 0.2724, acc: 91.7156, loss_bbox: 0.2418, loss_mask: 0.2882, loss: 0.9133 2022-09-29 11:30:22,808 - mmdet - INFO - Epoch [2][6250/7330] lr: 3.000e-02, eta: 4:08:09, time: 0.205, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0647, loss_cls: 0.2837, acc: 91.4893, loss_bbox: 0.2499, loss_mask: 0.2974, loss: 0.9496 2022-09-29 11:30:32,654 - mmdet - INFO - Epoch [2][6300/7330] lr: 3.000e-02, eta: 4:07:58, time: 0.197, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0634, loss_cls: 0.2797, acc: 91.4851, loss_bbox: 0.2443, loss_mask: 0.3016, loss: 0.9359 2022-09-29 11:30:42,338 - mmdet - INFO - Epoch [2][6350/7330] lr: 3.000e-02, eta: 4:07:46, time: 0.194, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0643, loss_cls: 0.2760, acc: 91.6316, loss_bbox: 0.2474, loss_mask: 0.2952, loss: 0.9338 2022-09-29 11:30:52,376 - mmdet - INFO - Epoch [2][6400/7330] lr: 3.000e-02, eta: 4:07:36, time: 0.201, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0612, loss_cls: 0.2696, acc: 91.9084, loss_bbox: 0.2409, loss_mask: 0.2974, loss: 0.9163 2022-09-29 11:31:02,167 - mmdet - INFO - Epoch [2][6450/7330] lr: 3.000e-02, eta: 4:07:25, time: 0.196, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0631, loss_cls: 0.2719, acc: 91.7993, loss_bbox: 0.2342, loss_mask: 0.2848, loss: 0.9029 2022-09-29 11:31:12,114 - mmdet - INFO - Epoch [2][6500/7330] lr: 3.000e-02, eta: 4:07:15, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0662, loss_cls: 0.2771, acc: 91.6201, loss_bbox: 0.2422, loss_mask: 0.2915, loss: 0.9272 2022-09-29 11:31:22,001 - mmdet - INFO - Epoch [2][6550/7330] lr: 3.000e-02, eta: 4:07:04, time: 0.198, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0638, loss_cls: 0.2858, acc: 91.4370, loss_bbox: 0.2528, loss_mask: 0.2967, loss: 0.9479 2022-09-29 11:31:32,327 - mmdet - INFO - Epoch [2][6600/7330] lr: 3.000e-02, eta: 4:06:56, time: 0.207, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0650, loss_cls: 0.2931, acc: 91.1660, loss_bbox: 0.2626, loss_mask: 0.3032, loss: 0.9750 2022-09-29 11:31:42,239 - mmdet - INFO - Epoch [2][6650/7330] lr: 3.000e-02, eta: 4:06:46, time: 0.198, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0607, loss_cls: 0.2672, acc: 92.0364, loss_bbox: 0.2364, loss_mask: 0.2919, loss: 0.9024 2022-09-29 11:31:52,125 - mmdet - INFO - Epoch [2][6700/7330] lr: 3.000e-02, eta: 4:06:35, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0622, loss_cls: 0.2832, acc: 91.5161, loss_bbox: 0.2444, loss_mask: 0.2935, loss: 0.9287 2022-09-29 11:32:02,129 - mmdet - INFO - Epoch [2][6750/7330] lr: 3.000e-02, eta: 4:06:25, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0625, loss_cls: 0.2676, acc: 91.8811, loss_bbox: 0.2393, loss_mask: 0.2931, loss: 0.9117 2022-09-29 11:32:12,164 - mmdet - INFO - Epoch [2][6800/7330] lr: 3.000e-02, eta: 4:06:15, time: 0.201, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0660, loss_cls: 0.2744, acc: 91.8564, loss_bbox: 0.2432, loss_mask: 0.2973, loss: 0.9302 2022-09-29 11:32:21,673 - mmdet - INFO - Epoch [2][6850/7330] lr: 3.000e-02, eta: 4:06:02, time: 0.190, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0614, loss_cls: 0.2699, acc: 91.9700, loss_bbox: 0.2337, loss_mask: 0.2887, loss: 0.9020 2022-09-29 11:32:31,476 - mmdet - INFO - Epoch [2][6900/7330] lr: 3.000e-02, eta: 4:05:51, time: 0.196, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0624, loss_cls: 0.2717, acc: 91.7354, loss_bbox: 0.2434, loss_mask: 0.2963, loss: 0.9237 2022-09-29 11:32:41,362 - mmdet - INFO - Epoch [2][6950/7330] lr: 3.000e-02, eta: 4:05:41, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0640, loss_cls: 0.2730, acc: 91.6584, loss_bbox: 0.2470, loss_mask: 0.2887, loss: 0.9198 2022-09-29 11:32:51,519 - mmdet - INFO - Epoch [2][7000/7330] lr: 3.000e-02, eta: 4:05:32, time: 0.203, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0628, loss_cls: 0.2904, acc: 91.2512, loss_bbox: 0.2535, loss_mask: 0.2940, loss: 0.9532 2022-09-29 11:33:01,453 - mmdet - INFO - Epoch [2][7050/7330] lr: 3.000e-02, eta: 4:05:21, time: 0.199, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0663, loss_cls: 0.2840, acc: 91.4141, loss_bbox: 0.2515, loss_mask: 0.2965, loss: 0.9518 2022-09-29 11:33:11,558 - mmdet - INFO - Epoch [2][7100/7330] lr: 3.000e-02, eta: 4:05:12, time: 0.202, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0646, loss_cls: 0.2919, acc: 91.4363, loss_bbox: 0.2494, loss_mask: 0.2913, loss: 0.9517 2022-09-29 11:33:21,132 - mmdet - INFO - Epoch [2][7150/7330] lr: 3.000e-02, eta: 4:04:59, time: 0.191, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0589, loss_cls: 0.2658, acc: 91.9331, loss_bbox: 0.2368, loss_mask: 0.2971, loss: 0.9050 2022-09-29 11:33:30,839 - mmdet - INFO - Epoch [2][7200/7330] lr: 3.000e-02, eta: 4:04:48, time: 0.194, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0591, loss_cls: 0.2768, acc: 91.6528, loss_bbox: 0.2432, loss_mask: 0.2909, loss: 0.9169 2022-09-29 11:33:40,787 - mmdet - INFO - Epoch [2][7250/7330] lr: 3.000e-02, eta: 4:04:38, time: 0.199, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0592, loss_cls: 0.2801, acc: 91.6272, loss_bbox: 0.2446, loss_mask: 0.2986, loss: 0.9303 2022-09-29 11:33:50,611 - mmdet - INFO - Epoch [2][7300/7330] lr: 3.000e-02, eta: 4:04:27, time: 0.197, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0640, loss_cls: 0.2765, acc: 91.5908, loss_bbox: 0.2487, loss_mask: 0.2981, loss: 0.9346 2022-09-29 11:33:56,946 - mmdet - INFO - Saving checkpoint at 2 epochs 2022-09-29 11:34:44,294 - mmdet - INFO - Evaluating bbox... 2022-09-29 11:35:15,987 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.258 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.423 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.277 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.146 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.276 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.333 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.416 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.416 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.416 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 ] = 0.443 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.538 2022-09-29 11:35:15,987 - mmdet - INFO - Evaluating segm... 2022-09-29 11:35:50,785 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.235 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.397 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.245 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.100 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.250 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.345 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.376 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.376 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.376 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.198 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.403 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.501 2022-09-29 11:35:51,359 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_mask-rcnn_1x_coco_lr3e-2_wd5e-5/best_bbox_mAP_epoch_1.pth was removed 2022-09-29 11:35:52,060 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_2.pth. 2022-09-29 11:35:52,061 - mmdet - INFO - Best bbox_mAP is 0.2580 at 2 epoch. 2022-09-29 11:35:52,061 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 11:35:52,061 - mmdet - INFO - Epoch(val) [2][625] bbox_mAP: 0.2580, bbox_mAP_50: 0.4230, bbox_mAP_75: 0.2770, bbox_mAP_s: 0.1460, bbox_mAP_m: 0.2760, bbox_mAP_l: 0.3330, bbox_mAP_copypaste: 0.258 0.423 0.277 0.146 0.276 0.333, segm_mAP: 0.2350, segm_mAP_50: 0.3970, segm_mAP_75: 0.2450, segm_mAP_s: 0.1000, segm_mAP_m: 0.2500, segm_mAP_l: 0.3450, segm_mAP_copypaste: 0.235 0.397 0.245 0.100 0.250 0.345 2022-09-29 11:36:05,638 - mmdet - INFO - Epoch [3][50/7330] lr: 3.000e-02, eta: 4:03:59, time: 0.271, data_time: 0.098, memory: 4996, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0619, loss_cls: 0.2705, acc: 91.7615, loss_bbox: 0.2416, loss_mask: 0.2868, loss: 0.9060 2022-09-29 11:36:16,002 - mmdet - INFO - Epoch [3][100/7330] lr: 3.000e-02, eta: 4:03:51, time: 0.207, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0633, loss_cls: 0.2668, acc: 91.7590, loss_bbox: 0.2449, loss_mask: 0.2882, loss: 0.9105 2022-09-29 11:36:26,428 - mmdet - INFO - Epoch [3][150/7330] lr: 3.000e-02, eta: 4:03:43, time: 0.209, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0616, loss_cls: 0.2737, acc: 91.5728, loss_bbox: 0.2488, loss_mask: 0.2957, loss: 0.9278 2022-09-29 11:36:36,491 - mmdet - INFO - Epoch [3][200/7330] lr: 3.000e-02, eta: 4:03:33, time: 0.201, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0596, loss_cls: 0.2665, acc: 91.9675, loss_bbox: 0.2338, loss_mask: 0.2960, loss: 0.9033 2022-09-29 11:36:46,655 - mmdet - INFO - Epoch [3][250/7330] lr: 3.000e-02, eta: 4:03:24, time: 0.203, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0606, loss_cls: 0.2704, acc: 91.6531, loss_bbox: 0.2421, loss_mask: 0.2900, loss: 0.9087 2022-09-29 11:36:56,572 - mmdet - INFO - Epoch [3][300/7330] lr: 3.000e-02, eta: 4:03:13, time: 0.198, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0571, loss_cls: 0.2445, acc: 92.6003, loss_bbox: 0.2227, loss_mask: 0.2820, loss: 0.8493 2022-09-29 11:37:07,106 - mmdet - INFO - Epoch [3][350/7330] lr: 3.000e-02, eta: 4:03:06, time: 0.211, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0616, loss_cls: 0.2622, acc: 92.0671, loss_bbox: 0.2404, loss_mask: 0.2874, loss: 0.8974 2022-09-29 11:37:17,579 - mmdet - INFO - Epoch [3][400/7330] lr: 3.000e-02, eta: 4:02:58, time: 0.209, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0620, loss_cls: 0.2692, acc: 91.8486, loss_bbox: 0.2408, loss_mask: 0.2886, loss: 0.9089 2022-09-29 11:37:27,822 - mmdet - INFO - Epoch [3][450/7330] lr: 3.000e-02, eta: 4:02:50, time: 0.205, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0646, loss_cls: 0.2752, acc: 91.5911, loss_bbox: 0.2466, loss_mask: 0.2971, loss: 0.9321 2022-09-29 11:37:38,217 - mmdet - INFO - Epoch [3][500/7330] lr: 3.000e-02, eta: 4:02:41, time: 0.208, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0624, loss_cls: 0.2725, acc: 91.7666, loss_bbox: 0.2430, loss_mask: 0.2896, loss: 0.9114 2022-09-29 11:37:48,495 - mmdet - INFO - Epoch [3][550/7330] lr: 3.000e-02, eta: 4:02:33, time: 0.206, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0607, loss_cls: 0.2669, acc: 91.8640, loss_bbox: 0.2395, loss_mask: 0.2805, loss: 0.8940 2022-09-29 11:37:58,813 - mmdet - INFO - Epoch [3][600/7330] lr: 3.000e-02, eta: 4:02:24, time: 0.206, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0590, loss_cls: 0.2780, acc: 91.5806, loss_bbox: 0.2450, loss_mask: 0.2880, loss: 0.9132 2022-09-29 11:38:09,096 - mmdet - INFO - Epoch [3][650/7330] lr: 3.000e-02, eta: 4:02:16, time: 0.206, data_time: 0.025, memory: 4996, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0607, loss_cls: 0.2652, acc: 91.7500, loss_bbox: 0.2448, loss_mask: 0.2931, loss: 0.9095 2022-09-29 11:38:19,708 - mmdet - INFO - Epoch [3][700/7330] lr: 3.000e-02, eta: 4:02:08, time: 0.212, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0620, loss_cls: 0.2681, acc: 91.6218, loss_bbox: 0.2485, loss_mask: 0.2842, loss: 0.9101 2022-09-29 11:38:29,955 - mmdet - INFO - Epoch [3][750/7330] lr: 3.000e-02, eta: 4:02:00, time: 0.205, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0587, loss_cls: 0.2627, acc: 91.7878, loss_bbox: 0.2452, loss_mask: 0.2889, loss: 0.8993 2022-09-29 11:38:39,773 - mmdet - INFO - Epoch [3][800/7330] lr: 3.000e-02, eta: 4:01:49, time: 0.196, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0584, loss_cls: 0.2624, acc: 92.1885, loss_bbox: 0.2336, loss_mask: 0.2806, loss: 0.8796 2022-09-29 11:38:49,855 - mmdet - INFO - Epoch [3][850/7330] lr: 3.000e-02, eta: 4:01:39, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0664, loss_cls: 0.2774, acc: 91.6443, loss_bbox: 0.2478, loss_mask: 0.2911, loss: 0.9316 2022-09-29 11:39:00,157 - mmdet - INFO - Epoch [3][900/7330] lr: 3.000e-02, eta: 4:01:30, time: 0.206, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0637, loss_cls: 0.2737, acc: 91.6033, loss_bbox: 0.2498, loss_mask: 0.2884, loss: 0.9208 2022-09-29 11:39:10,820 - mmdet - INFO - Epoch [3][950/7330] lr: 3.000e-02, eta: 4:01:23, time: 0.213, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0635, loss_cls: 0.2715, acc: 91.6328, loss_bbox: 0.2423, loss_mask: 0.2883, loss: 0.9164 2022-09-29 11:39:21,043 - mmdet - INFO - Epoch [3][1000/7330] lr: 3.000e-02, eta: 4:01:14, time: 0.204, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0613, loss_cls: 0.2580, acc: 92.0864, loss_bbox: 0.2319, loss_mask: 0.2834, loss: 0.8802 2022-09-29 11:39:31,259 - mmdet - INFO - Epoch [3][1050/7330] lr: 3.000e-02, eta: 4:01:05, time: 0.204, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0611, loss_cls: 0.2654, acc: 91.9275, loss_bbox: 0.2396, loss_mask: 0.2913, loss: 0.9021 2022-09-29 11:39:41,522 - mmdet - INFO - Epoch [3][1100/7330] lr: 3.000e-02, eta: 4:00:56, time: 0.205, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0651, loss_cls: 0.2715, acc: 91.6328, loss_bbox: 0.2431, loss_mask: 0.2917, loss: 0.9165 2022-09-29 11:39:51,928 - mmdet - INFO - Epoch [3][1150/7330] lr: 3.000e-02, eta: 4:00:48, time: 0.208, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0658, loss_cls: 0.2718, acc: 91.7576, loss_bbox: 0.2354, loss_mask: 0.2905, loss: 0.9131 2022-09-29 11:40:01,932 - mmdet - INFO - Epoch [3][1200/7330] lr: 3.000e-02, eta: 4:00:38, time: 0.200, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0590, loss_cls: 0.2575, acc: 92.1760, loss_bbox: 0.2349, loss_mask: 0.2912, loss: 0.8866 2022-09-29 11:40:11,988 - mmdet - INFO - Epoch [3][1250/7330] lr: 3.000e-02, eta: 4:00:28, time: 0.201, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0641, loss_cls: 0.2626, acc: 91.9333, loss_bbox: 0.2336, loss_mask: 0.2879, loss: 0.8959 2022-09-29 11:40:22,194 - mmdet - INFO - Epoch [3][1300/7330] lr: 3.000e-02, eta: 4:00:19, time: 0.204, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0634, loss_cls: 0.2820, acc: 91.3953, loss_bbox: 0.2531, loss_mask: 0.3000, loss: 0.9462 2022-09-29 11:40:32,308 - mmdet - INFO - Epoch [3][1350/7330] lr: 3.000e-02, eta: 4:00:10, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0649, loss_cls: 0.2826, acc: 91.3491, loss_bbox: 0.2516, loss_mask: 0.2902, loss: 0.9385 2022-09-29 11:40:42,059 - mmdet - INFO - Epoch [3][1400/7330] lr: 3.000e-02, eta: 3:59:58, time: 0.195, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0600, loss_cls: 0.2704, acc: 91.7410, loss_bbox: 0.2433, loss_mask: 0.2891, loss: 0.9108 2022-09-29 11:40:52,086 - mmdet - INFO - Epoch [3][1450/7330] lr: 3.000e-02, eta: 3:59:49, time: 0.201, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0626, loss_cls: 0.2726, acc: 91.5581, loss_bbox: 0.2493, loss_mask: 0.2888, loss: 0.9196 2022-09-29 11:41:02,175 - mmdet - INFO - Epoch [3][1500/7330] lr: 3.000e-02, eta: 3:59:39, time: 0.202, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0671, loss_cls: 0.2662, acc: 91.8677, loss_bbox: 0.2378, loss_mask: 0.2851, loss: 0.9063 2022-09-29 11:41:12,430 - mmdet - INFO - Epoch [3][1550/7330] lr: 3.000e-02, eta: 3:59:30, time: 0.205, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0604, loss_cls: 0.2721, acc: 91.6169, loss_bbox: 0.2473, loss_mask: 0.2894, loss: 0.9149 2022-09-29 11:41:22,515 - mmdet - INFO - Epoch [3][1600/7330] lr: 3.000e-02, eta: 3:59:20, time: 0.202, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0622, loss_cls: 0.2588, acc: 91.8596, loss_bbox: 0.2445, loss_mask: 0.2870, loss: 0.9004 2022-09-29 11:41:32,689 - mmdet - INFO - Epoch [3][1650/7330] lr: 3.000e-02, eta: 3:59:11, time: 0.203, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0628, loss_cls: 0.2760, acc: 91.5400, loss_bbox: 0.2512, loss_mask: 0.2937, loss: 0.9285 2022-09-29 11:41:42,641 - mmdet - INFO - Epoch [3][1700/7330] lr: 3.000e-02, eta: 3:59:01, time: 0.199, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0623, loss_cls: 0.2823, acc: 91.4465, loss_bbox: 0.2465, loss_mask: 0.2940, loss: 0.9306 2022-09-29 11:41:52,517 - mmdet - INFO - Epoch [3][1750/7330] lr: 3.000e-02, eta: 3:58:50, time: 0.197, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0611, loss_cls: 0.2674, acc: 91.8521, loss_bbox: 0.2353, loss_mask: 0.2844, loss: 0.8913 2022-09-29 11:42:02,823 - mmdet - INFO - Epoch [3][1800/7330] lr: 3.000e-02, eta: 3:58:41, time: 0.206, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0592, loss_cls: 0.2628, acc: 91.9226, loss_bbox: 0.2390, loss_mask: 0.2789, loss: 0.8844 2022-09-29 11:42:13,492 - mmdet - INFO - Epoch [3][1850/7330] lr: 3.000e-02, eta: 3:58:34, time: 0.213, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0609, loss_cls: 0.2659, acc: 91.8928, loss_bbox: 0.2427, loss_mask: 0.2914, loss: 0.9068 2022-09-29 11:42:23,871 - mmdet - INFO - Epoch [3][1900/7330] lr: 3.000e-02, eta: 3:58:26, time: 0.208, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0608, loss_cls: 0.2634, acc: 91.9968, loss_bbox: 0.2403, loss_mask: 0.2892, loss: 0.8991 2022-09-29 11:42:34,273 - mmdet - INFO - Epoch [3][1950/7330] lr: 3.000e-02, eta: 3:58:17, time: 0.208, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0651, loss_cls: 0.2712, acc: 91.6890, loss_bbox: 0.2471, loss_mask: 0.2991, loss: 0.9312 2022-09-29 11:42:44,019 - mmdet - INFO - Epoch [3][2000/7330] lr: 3.000e-02, eta: 3:58:06, time: 0.195, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0602, loss_cls: 0.2747, acc: 91.7742, loss_bbox: 0.2345, loss_mask: 0.2819, loss: 0.8943 2022-09-29 11:42:54,027 - mmdet - INFO - Epoch [3][2050/7330] lr: 3.000e-02, eta: 3:57:56, time: 0.200, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0636, loss_cls: 0.2659, acc: 91.8440, loss_bbox: 0.2432, loss_mask: 0.2896, loss: 0.9086 2022-09-29 11:43:04,107 - mmdet - INFO - Epoch [3][2100/7330] lr: 3.000e-02, eta: 3:57:46, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0600, loss_cls: 0.2679, acc: 91.7507, loss_bbox: 0.2423, loss_mask: 0.2816, loss: 0.8964 2022-09-29 11:43:13,808 - mmdet - INFO - Epoch [3][2150/7330] lr: 3.000e-02, eta: 3:57:35, time: 0.194, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0589, loss_cls: 0.2546, acc: 92.1191, loss_bbox: 0.2381, loss_mask: 0.2907, loss: 0.8841 2022-09-29 11:43:23,801 - mmdet - INFO - Epoch [3][2200/7330] lr: 3.000e-02, eta: 3:57:25, time: 0.200, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0637, loss_cls: 0.2730, acc: 91.7292, loss_bbox: 0.2440, loss_mask: 0.2881, loss: 0.9139 2022-09-29 11:43:33,913 - mmdet - INFO - Epoch [3][2250/7330] lr: 3.000e-02, eta: 3:57:15, time: 0.202, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0617, loss_cls: 0.2749, acc: 91.5229, loss_bbox: 0.2464, loss_mask: 0.2898, loss: 0.9181 2022-09-29 11:43:44,075 - mmdet - INFO - Epoch [3][2300/7330] lr: 3.000e-02, eta: 3:57:06, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0600, loss_cls: 0.2697, acc: 91.7222, loss_bbox: 0.2495, loss_mask: 0.2876, loss: 0.9148 2022-09-29 11:43:54,201 - mmdet - INFO - Epoch [3][2350/7330] lr: 3.000e-02, eta: 3:56:56, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0625, loss_cls: 0.2710, acc: 91.7192, loss_bbox: 0.2457, loss_mask: 0.2929, loss: 0.9182 2022-09-29 11:44:04,551 - mmdet - INFO - Epoch [3][2400/7330] lr: 3.000e-02, eta: 3:56:47, time: 0.207, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0599, loss_cls: 0.2797, acc: 91.4160, loss_bbox: 0.2488, loss_mask: 0.2848, loss: 0.9190 2022-09-29 11:44:14,563 - mmdet - INFO - Epoch [3][2450/7330] lr: 3.000e-02, eta: 3:56:37, time: 0.200, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0584, loss_cls: 0.2656, acc: 91.8750, loss_bbox: 0.2386, loss_mask: 0.2783, loss: 0.8846 2022-09-29 11:44:24,574 - mmdet - INFO - Epoch [3][2500/7330] lr: 3.000e-02, eta: 3:56:27, time: 0.200, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0614, loss_cls: 0.2785, acc: 91.5437, loss_bbox: 0.2478, loss_mask: 0.2860, loss: 0.9202 2022-09-29 11:44:34,444 - mmdet - INFO - Epoch [3][2550/7330] lr: 3.000e-02, eta: 3:56:17, time: 0.197, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0627, loss_cls: 0.2725, acc: 91.5762, loss_bbox: 0.2479, loss_mask: 0.2873, loss: 0.9148 2022-09-29 11:44:44,722 - mmdet - INFO - Epoch [3][2600/7330] lr: 3.000e-02, eta: 3:56:08, time: 0.206, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0636, loss_cls: 0.2702, acc: 91.7041, loss_bbox: 0.2390, loss_mask: 0.2853, loss: 0.9029 2022-09-29 11:44:54,818 - mmdet - INFO - Epoch [3][2650/7330] lr: 3.000e-02, eta: 3:55:58, time: 0.202, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0596, loss_cls: 0.2810, acc: 91.6975, loss_bbox: 0.2391, loss_mask: 0.2952, loss: 0.9214 2022-09-29 11:45:04,962 - mmdet - INFO - Epoch [3][2700/7330] lr: 3.000e-02, eta: 3:55:49, time: 0.203, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0614, loss_cls: 0.2762, acc: 91.5068, loss_bbox: 0.2443, loss_mask: 0.2882, loss: 0.9157 2022-09-29 11:45:14,977 - mmdet - INFO - Epoch [3][2750/7330] lr: 3.000e-02, eta: 3:55:38, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0621, loss_cls: 0.2788, acc: 91.4475, loss_bbox: 0.2501, loss_mask: 0.2917, loss: 0.9299 2022-09-29 11:45:25,088 - mmdet - INFO - Epoch [3][2800/7330] lr: 3.000e-02, eta: 3:55:29, time: 0.202, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0612, loss_cls: 0.2687, acc: 91.7817, loss_bbox: 0.2436, loss_mask: 0.2811, loss: 0.8990 2022-09-29 11:45:35,404 - mmdet - INFO - Epoch [3][2850/7330] lr: 3.000e-02, eta: 3:55:20, time: 0.206, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0650, loss_cls: 0.2675, acc: 91.6899, loss_bbox: 0.2415, loss_mask: 0.2897, loss: 0.9091 2022-09-29 11:45:45,466 - mmdet - INFO - Epoch [3][2900/7330] lr: 3.000e-02, eta: 3:55:10, time: 0.201, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0600, loss_cls: 0.2743, acc: 91.8076, loss_bbox: 0.2385, loss_mask: 0.2876, loss: 0.9057 2022-09-29 11:45:55,342 - mmdet - INFO - Epoch [3][2950/7330] lr: 3.000e-02, eta: 3:55:00, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0596, loss_cls: 0.2605, acc: 92.0251, loss_bbox: 0.2402, loss_mask: 0.2818, loss: 0.8893 2022-09-29 11:46:05,188 - mmdet - INFO - Epoch [3][3000/7330] lr: 3.000e-02, eta: 3:54:49, time: 0.197, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0613, loss_cls: 0.2748, acc: 91.7678, loss_bbox: 0.2379, loss_mask: 0.2920, loss: 0.9132 2022-09-29 11:46:15,345 - mmdet - INFO - Epoch [3][3050/7330] lr: 3.000e-02, eta: 3:54:39, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0603, loss_cls: 0.2707, acc: 91.6777, loss_bbox: 0.2468, loss_mask: 0.2891, loss: 0.9141 2022-09-29 11:46:25,096 - mmdet - INFO - Epoch [3][3100/7330] lr: 3.000e-02, eta: 3:54:28, time: 0.195, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0603, loss_cls: 0.2707, acc: 91.8447, loss_bbox: 0.2325, loss_mask: 0.2811, loss: 0.8916 2022-09-29 11:46:35,095 - mmdet - INFO - Epoch [3][3150/7330] lr: 3.000e-02, eta: 3:54:18, time: 0.200, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0621, loss_cls: 0.2587, acc: 91.8357, loss_bbox: 0.2440, loss_mask: 0.2899, loss: 0.9008 2022-09-29 11:46:44,855 - mmdet - INFO - Epoch [3][3200/7330] lr: 3.000e-02, eta: 3:54:07, time: 0.195, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0618, loss_cls: 0.2669, acc: 91.8069, loss_bbox: 0.2487, loss_mask: 0.2905, loss: 0.9119 2022-09-29 11:46:55,050 - mmdet - INFO - Epoch [3][3250/7330] lr: 3.000e-02, eta: 3:53:58, time: 0.204, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0614, loss_cls: 0.2735, acc: 91.4836, loss_bbox: 0.2514, loss_mask: 0.2903, loss: 0.9233 2022-09-29 11:47:05,076 - mmdet - INFO - Epoch [3][3300/7330] lr: 3.000e-02, eta: 3:53:48, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0606, loss_cls: 0.2673, acc: 91.9753, loss_bbox: 0.2374, loss_mask: 0.2872, loss: 0.8968 2022-09-29 11:47:14,861 - mmdet - INFO - Epoch [3][3350/7330] lr: 3.000e-02, eta: 3:53:37, time: 0.196, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0601, loss_cls: 0.2705, acc: 91.6389, loss_bbox: 0.2441, loss_mask: 0.2878, loss: 0.9110 2022-09-29 11:47:24,958 - mmdet - INFO - Epoch [3][3400/7330] lr: 3.000e-02, eta: 3:53:27, time: 0.202, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0600, loss_cls: 0.2742, acc: 91.6260, loss_bbox: 0.2459, loss_mask: 0.2851, loss: 0.9099 2022-09-29 11:47:34,726 - mmdet - INFO - Epoch [3][3450/7330] lr: 3.000e-02, eta: 3:53:16, time: 0.195, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0612, loss_cls: 0.2660, acc: 91.9583, loss_bbox: 0.2313, loss_mask: 0.2876, loss: 0.8927 2022-09-29 11:47:44,507 - mmdet - INFO - Epoch [3][3500/7330] lr: 3.000e-02, eta: 3:53:05, time: 0.196, data_time: 0.025, memory: 4996, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0593, loss_cls: 0.2477, acc: 92.4001, loss_bbox: 0.2274, loss_mask: 0.2800, loss: 0.8586 2022-09-29 11:47:54,543 - mmdet - INFO - Epoch [3][3550/7330] lr: 3.000e-02, eta: 3:52:55, time: 0.201, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0587, loss_cls: 0.2610, acc: 91.9673, loss_bbox: 0.2389, loss_mask: 0.2821, loss: 0.8845 2022-09-29 11:48:04,477 - mmdet - INFO - Epoch [3][3600/7330] lr: 3.000e-02, eta: 3:52:45, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0608, loss_cls: 0.2701, acc: 91.7905, loss_bbox: 0.2428, loss_mask: 0.2808, loss: 0.9009 2022-09-29 11:48:14,515 - mmdet - INFO - Epoch [3][3650/7330] lr: 3.000e-02, eta: 3:52:35, time: 0.201, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0619, loss_cls: 0.2832, acc: 91.3057, loss_bbox: 0.2524, loss_mask: 0.2849, loss: 0.9286 2022-09-29 11:48:24,346 - mmdet - INFO - Epoch [3][3700/7330] lr: 3.000e-02, eta: 3:52:24, time: 0.197, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0609, loss_cls: 0.2528, acc: 92.0981, loss_bbox: 0.2338, loss_mask: 0.2825, loss: 0.8746 2022-09-29 11:48:34,060 - mmdet - INFO - Epoch [3][3750/7330] lr: 3.000e-02, eta: 3:52:13, time: 0.194, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0603, loss_cls: 0.2744, acc: 91.7756, loss_bbox: 0.2379, loss_mask: 0.2798, loss: 0.8997 2022-09-29 11:48:44,039 - mmdet - INFO - Epoch [3][3800/7330] lr: 3.000e-02, eta: 3:52:03, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0610, loss_cls: 0.2627, acc: 91.7859, loss_bbox: 0.2373, loss_mask: 0.2885, loss: 0.8966 2022-09-29 11:48:53,848 - mmdet - INFO - Epoch [3][3850/7330] lr: 3.000e-02, eta: 3:51:52, time: 0.196, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0622, loss_cls: 0.2750, acc: 91.6887, loss_bbox: 0.2426, loss_mask: 0.2888, loss: 0.9128 2022-09-29 11:49:04,074 - mmdet - INFO - Epoch [3][3900/7330] lr: 3.000e-02, eta: 3:51:43, time: 0.205, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0607, loss_cls: 0.2673, acc: 91.8555, loss_bbox: 0.2390, loss_mask: 0.2821, loss: 0.8937 2022-09-29 11:49:13,899 - mmdet - INFO - Epoch [3][3950/7330] lr: 3.000e-02, eta: 3:51:32, time: 0.196, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0605, loss_cls: 0.2656, acc: 91.8633, loss_bbox: 0.2425, loss_mask: 0.2937, loss: 0.9076 2022-09-29 11:49:23,863 - mmdet - INFO - Epoch [3][4000/7330] lr: 3.000e-02, eta: 3:51:22, time: 0.199, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0629, loss_cls: 0.2744, acc: 91.6443, loss_bbox: 0.2466, loss_mask: 0.2881, loss: 0.9183 2022-09-29 11:49:34,008 - mmdet - INFO - Epoch [3][4050/7330] lr: 3.000e-02, eta: 3:51:12, time: 0.203, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0614, loss_cls: 0.2669, acc: 91.6885, loss_bbox: 0.2512, loss_mask: 0.2904, loss: 0.9188 2022-09-29 11:49:43,970 - mmdet - INFO - Epoch [3][4100/7330] lr: 3.000e-02, eta: 3:51:02, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0650, loss_cls: 0.2755, acc: 91.5950, loss_bbox: 0.2449, loss_mask: 0.2925, loss: 0.9253 2022-09-29 11:49:53,572 - mmdet - INFO - Epoch [3][4150/7330] lr: 3.000e-02, eta: 3:50:51, time: 0.192, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0605, loss_cls: 0.2708, acc: 91.9299, loss_bbox: 0.2380, loss_mask: 0.2900, loss: 0.9062 2022-09-29 11:50:03,538 - mmdet - INFO - Epoch [3][4200/7330] lr: 3.000e-02, eta: 3:50:40, time: 0.199, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0579, loss_cls: 0.2622, acc: 91.9048, loss_bbox: 0.2368, loss_mask: 0.2841, loss: 0.8847 2022-09-29 11:50:13,652 - mmdet - INFO - Epoch [3][4250/7330] lr: 3.000e-02, eta: 3:50:31, time: 0.202, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0612, loss_cls: 0.2668, acc: 91.6362, loss_bbox: 0.2457, loss_mask: 0.2813, loss: 0.8990 2022-09-29 11:50:24,004 - mmdet - INFO - Epoch [3][4300/7330] lr: 3.000e-02, eta: 3:50:22, time: 0.207, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0638, loss_cls: 0.2597, acc: 92.0088, loss_bbox: 0.2415, loss_mask: 0.2852, loss: 0.8959 2022-09-29 11:50:34,012 - mmdet - INFO - Epoch [3][4350/7330] lr: 3.000e-02, eta: 3:50:12, time: 0.200, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0622, loss_cls: 0.2727, acc: 91.6033, loss_bbox: 0.2496, loss_mask: 0.2869, loss: 0.9157 2022-09-29 11:50:44,122 - mmdet - INFO - Epoch [3][4400/7330] lr: 3.000e-02, eta: 3:50:02, time: 0.202, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0592, loss_cls: 0.2621, acc: 91.9800, loss_bbox: 0.2371, loss_mask: 0.2802, loss: 0.8818 2022-09-29 11:50:54,035 - mmdet - INFO - Epoch [3][4450/7330] lr: 3.000e-02, eta: 3:49:52, time: 0.198, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0605, loss_cls: 0.2783, acc: 91.5112, loss_bbox: 0.2490, loss_mask: 0.2924, loss: 0.9259 2022-09-29 11:51:04,131 - mmdet - INFO - Epoch [3][4500/7330] lr: 3.000e-02, eta: 3:49:42, time: 0.202, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0627, loss_cls: 0.2621, acc: 91.8877, loss_bbox: 0.2365, loss_mask: 0.2839, loss: 0.8921 2022-09-29 11:51:14,076 - mmdet - INFO - Epoch [3][4550/7330] lr: 3.000e-02, eta: 3:49:32, time: 0.199, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0612, loss_cls: 0.2596, acc: 91.8445, loss_bbox: 0.2409, loss_mask: 0.2832, loss: 0.8902 2022-09-29 11:51:24,131 - mmdet - INFO - Epoch [3][4600/7330] lr: 3.000e-02, eta: 3:49:22, time: 0.201, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0605, loss_cls: 0.2606, acc: 91.7891, loss_bbox: 0.2413, loss_mask: 0.2936, loss: 0.8997 2022-09-29 11:51:34,105 - mmdet - INFO - Epoch [3][4650/7330] lr: 3.000e-02, eta: 3:49:12, time: 0.199, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0595, loss_cls: 0.2682, acc: 91.8489, loss_bbox: 0.2381, loss_mask: 0.2829, loss: 0.8946 2022-09-29 11:51:44,031 - mmdet - INFO - Epoch [3][4700/7330] lr: 3.000e-02, eta: 3:49:01, time: 0.198, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0633, loss_cls: 0.2658, acc: 91.8962, loss_bbox: 0.2420, loss_mask: 0.2870, loss: 0.9016 2022-09-29 11:51:53,606 - mmdet - INFO - Epoch [3][4750/7330] lr: 3.000e-02, eta: 3:48:50, time: 0.192, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0618, loss_cls: 0.2691, acc: 91.7065, loss_bbox: 0.2409, loss_mask: 0.2853, loss: 0.9019 2022-09-29 11:52:03,231 - mmdet - INFO - Epoch [3][4800/7330] lr: 3.000e-02, eta: 3:48:38, time: 0.192, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0596, loss_cls: 0.2636, acc: 92.0962, loss_bbox: 0.2298, loss_mask: 0.2900, loss: 0.8864 2022-09-29 11:52:13,104 - mmdet - INFO - Epoch [3][4850/7330] lr: 3.000e-02, eta: 3:48:28, time: 0.197, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0606, loss_cls: 0.2587, acc: 92.1211, loss_bbox: 0.2305, loss_mask: 0.2831, loss: 0.8770 2022-09-29 11:52:23,322 - mmdet - INFO - Epoch [3][4900/7330] lr: 3.000e-02, eta: 3:48:19, time: 0.204, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0638, loss_cls: 0.2634, acc: 91.8567, loss_bbox: 0.2353, loss_mask: 0.2809, loss: 0.8922 2022-09-29 11:52:32,994 - mmdet - INFO - Epoch [3][4950/7330] lr: 3.000e-02, eta: 3:48:07, time: 0.193, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0584, loss_cls: 0.2648, acc: 92.0146, loss_bbox: 0.2316, loss_mask: 0.2858, loss: 0.8857 2022-09-29 11:52:42,978 - mmdet - INFO - Epoch [3][5000/7330] lr: 3.000e-02, eta: 3:47:57, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0627, loss_cls: 0.2668, acc: 91.9006, loss_bbox: 0.2362, loss_mask: 0.2834, loss: 0.8963 2022-09-29 11:52:53,248 - mmdet - INFO - Epoch [3][5050/7330] lr: 3.000e-02, eta: 3:47:48, time: 0.205, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0642, loss_cls: 0.2702, acc: 91.4578, loss_bbox: 0.2539, loss_mask: 0.2865, loss: 0.9213 2022-09-29 11:53:03,216 - mmdet - INFO - Epoch [3][5100/7330] lr: 3.000e-02, eta: 3:47:38, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0646, loss_cls: 0.2804, acc: 91.3728, loss_bbox: 0.2504, loss_mask: 0.2910, loss: 0.9322 2022-09-29 11:53:13,172 - mmdet - INFO - Epoch [3][5150/7330] lr: 3.000e-02, eta: 3:47:28, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0631, loss_cls: 0.2634, acc: 91.8411, loss_bbox: 0.2428, loss_mask: 0.2835, loss: 0.8975 2022-09-29 11:53:23,196 - mmdet - INFO - Epoch [3][5200/7330] lr: 3.000e-02, eta: 3:47:18, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0556, loss_cls: 0.2614, acc: 91.8796, loss_bbox: 0.2373, loss_mask: 0.2776, loss: 0.8739 2022-09-29 11:53:32,995 - mmdet - INFO - Epoch [3][5250/7330] lr: 3.000e-02, eta: 3:47:07, time: 0.196, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0647, loss_cls: 0.2800, acc: 91.4270, loss_bbox: 0.2533, loss_mask: 0.2924, loss: 0.9381 2022-09-29 11:53:42,844 - mmdet - INFO - Epoch [3][5300/7330] lr: 3.000e-02, eta: 3:46:57, time: 0.197, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0607, loss_cls: 0.2638, acc: 91.8176, loss_bbox: 0.2380, loss_mask: 0.2877, loss: 0.8928 2022-09-29 11:53:52,667 - mmdet - INFO - Epoch [3][5350/7330] lr: 3.000e-02, eta: 3:46:46, time: 0.196, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0641, loss_cls: 0.2795, acc: 91.4180, loss_bbox: 0.2501, loss_mask: 0.2883, loss: 0.9315 2022-09-29 11:54:02,552 - mmdet - INFO - Epoch [3][5400/7330] lr: 3.000e-02, eta: 3:46:35, time: 0.198, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0574, loss_cls: 0.2780, acc: 91.4751, loss_bbox: 0.2450, loss_mask: 0.2908, loss: 0.9167 2022-09-29 11:54:12,743 - mmdet - INFO - Epoch [3][5450/7330] lr: 3.000e-02, eta: 3:46:26, time: 0.204, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0610, loss_cls: 0.2723, acc: 91.6213, loss_bbox: 0.2437, loss_mask: 0.2858, loss: 0.9084 2022-09-29 11:54:22,408 - mmdet - INFO - Epoch [3][5500/7330] lr: 3.000e-02, eta: 3:46:15, time: 0.193, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0591, loss_cls: 0.2666, acc: 91.8672, loss_bbox: 0.2350, loss_mask: 0.2832, loss: 0.8889 2022-09-29 11:54:32,718 - mmdet - INFO - Epoch [3][5550/7330] lr: 3.000e-02, eta: 3:46:06, time: 0.206, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0651, loss_cls: 0.2742, acc: 91.6382, loss_bbox: 0.2436, loss_mask: 0.2825, loss: 0.9126 2022-09-29 11:54:42,479 - mmdet - INFO - Epoch [3][5600/7330] lr: 3.000e-02, eta: 3:45:55, time: 0.195, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0616, loss_cls: 0.2647, acc: 91.9895, loss_bbox: 0.2337, loss_mask: 0.2800, loss: 0.8839 2022-09-29 11:54:52,372 - mmdet - INFO - Epoch [3][5650/7330] lr: 3.000e-02, eta: 3:45:45, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0590, loss_cls: 0.2611, acc: 91.9077, loss_bbox: 0.2310, loss_mask: 0.2765, loss: 0.8757 2022-09-29 11:55:02,366 - mmdet - INFO - Epoch [3][5700/7330] lr: 3.000e-02, eta: 3:45:35, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0613, loss_cls: 0.2604, acc: 92.0232, loss_bbox: 0.2354, loss_mask: 0.2927, loss: 0.8967 2022-09-29 11:55:12,393 - mmdet - INFO - Epoch [3][5750/7330] lr: 3.000e-02, eta: 3:45:25, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0583, loss_cls: 0.2562, acc: 92.0447, loss_bbox: 0.2373, loss_mask: 0.2855, loss: 0.8791 2022-09-29 11:55:22,526 - mmdet - INFO - Epoch [3][5800/7330] lr: 3.000e-02, eta: 3:45:15, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0613, loss_cls: 0.2715, acc: 91.5938, loss_bbox: 0.2481, loss_mask: 0.2896, loss: 0.9138 2022-09-29 11:55:32,659 - mmdet - INFO - Epoch [3][5850/7330] lr: 3.000e-02, eta: 3:45:05, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0621, loss_cls: 0.2639, acc: 91.8816, loss_bbox: 0.2389, loss_mask: 0.2822, loss: 0.8906 2022-09-29 11:55:42,718 - mmdet - INFO - Epoch [3][5900/7330] lr: 3.000e-02, eta: 3:44:55, time: 0.201, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0619, loss_cls: 0.2604, acc: 92.0410, loss_bbox: 0.2383, loss_mask: 0.2808, loss: 0.8878 2022-09-29 11:55:52,965 - mmdet - INFO - Epoch [3][5950/7330] lr: 3.000e-02, eta: 3:44:46, time: 0.205, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0627, loss_cls: 0.2745, acc: 91.4983, loss_bbox: 0.2510, loss_mask: 0.2831, loss: 0.9172 2022-09-29 11:56:02,762 - mmdet - INFO - Epoch [3][6000/7330] lr: 3.000e-02, eta: 3:44:36, time: 0.196, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0599, loss_cls: 0.2620, acc: 91.8545, loss_bbox: 0.2435, loss_mask: 0.2798, loss: 0.8874 2022-09-29 11:56:12,902 - mmdet - INFO - Epoch [3][6050/7330] lr: 3.000e-02, eta: 3:44:26, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0636, loss_cls: 0.2638, acc: 91.7180, loss_bbox: 0.2451, loss_mask: 0.2919, loss: 0.9106 2022-09-29 11:56:23,183 - mmdet - INFO - Epoch [3][6100/7330] lr: 3.000e-02, eta: 3:44:17, time: 0.206, data_time: 0.041, memory: 4996, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0626, loss_cls: 0.2716, acc: 91.6204, loss_bbox: 0.2449, loss_mask: 0.2882, loss: 0.9143 2022-09-29 11:56:33,112 - mmdet - INFO - Epoch [3][6150/7330] lr: 3.000e-02, eta: 3:44:06, time: 0.199, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0616, loss_cls: 0.2675, acc: 91.7405, loss_bbox: 0.2446, loss_mask: 0.2853, loss: 0.9042 2022-09-29 11:56:42,862 - mmdet - INFO - Epoch [3][6200/7330] lr: 3.000e-02, eta: 3:43:56, time: 0.195, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0595, loss_cls: 0.2695, acc: 91.6987, loss_bbox: 0.2415, loss_mask: 0.2873, loss: 0.9026 2022-09-29 11:56:53,077 - mmdet - INFO - Epoch [3][6250/7330] lr: 3.000e-02, eta: 3:43:46, time: 0.204, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0589, loss_cls: 0.2677, acc: 91.8103, loss_bbox: 0.2459, loss_mask: 0.2871, loss: 0.9041 2022-09-29 11:57:02,857 - mmdet - INFO - Epoch [3][6300/7330] lr: 3.000e-02, eta: 3:43:36, time: 0.196, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0570, loss_cls: 0.2518, acc: 92.2383, loss_bbox: 0.2282, loss_mask: 0.2806, loss: 0.8623 2022-09-29 11:57:12,705 - mmdet - INFO - Epoch [3][6350/7330] lr: 3.000e-02, eta: 3:43:25, time: 0.197, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0612, loss_cls: 0.2595, acc: 92.0410, loss_bbox: 0.2312, loss_mask: 0.2786, loss: 0.8767 2022-09-29 11:57:22,639 - mmdet - INFO - Epoch [3][6400/7330] lr: 3.000e-02, eta: 3:43:15, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0581, loss_cls: 0.2637, acc: 91.9666, loss_bbox: 0.2406, loss_mask: 0.2883, loss: 0.8962 2022-09-29 11:57:32,617 - mmdet - INFO - Epoch [3][6450/7330] lr: 3.000e-02, eta: 3:43:05, time: 0.200, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0590, loss_cls: 0.2691, acc: 91.7668, loss_bbox: 0.2369, loss_mask: 0.2864, loss: 0.8943 2022-09-29 11:57:42,224 - mmdet - INFO - Epoch [3][6500/7330] lr: 3.000e-02, eta: 3:42:53, time: 0.192, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0603, loss_cls: 0.2682, acc: 91.9541, loss_bbox: 0.2332, loss_mask: 0.2868, loss: 0.8956 2022-09-29 11:57:52,050 - mmdet - INFO - Epoch [3][6550/7330] lr: 3.000e-02, eta: 3:42:43, time: 0.197, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0588, loss_cls: 0.2539, acc: 92.2109, loss_bbox: 0.2306, loss_mask: 0.2792, loss: 0.8647 2022-09-29 11:58:01,987 - mmdet - INFO - Epoch [3][6600/7330] lr: 3.000e-02, eta: 3:42:32, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0598, loss_cls: 0.2595, acc: 92.1506, loss_bbox: 0.2309, loss_mask: 0.2775, loss: 0.8755 2022-09-29 11:58:11,623 - mmdet - INFO - Epoch [3][6650/7330] lr: 3.000e-02, eta: 3:42:21, time: 0.193, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0573, loss_cls: 0.2679, acc: 91.7524, loss_bbox: 0.2387, loss_mask: 0.2775, loss: 0.8835 2022-09-29 11:58:21,714 - mmdet - INFO - Epoch [3][6700/7330] lr: 3.000e-02, eta: 3:42:12, time: 0.202, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0595, loss_cls: 0.2613, acc: 91.9705, loss_bbox: 0.2381, loss_mask: 0.2862, loss: 0.8918 2022-09-29 11:58:31,846 - mmdet - INFO - Epoch [3][6750/7330] lr: 3.000e-02, eta: 3:42:02, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0602, loss_cls: 0.2635, acc: 91.7793, loss_bbox: 0.2406, loss_mask: 0.2780, loss: 0.8870 2022-09-29 11:58:41,749 - mmdet - INFO - Epoch [3][6800/7330] lr: 3.000e-02, eta: 3:41:52, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0587, loss_cls: 0.2635, acc: 91.9285, loss_bbox: 0.2406, loss_mask: 0.2779, loss: 0.8871 2022-09-29 11:58:51,488 - mmdet - INFO - Epoch [3][6850/7330] lr: 3.000e-02, eta: 3:41:41, time: 0.195, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0578, loss_cls: 0.2532, acc: 92.2229, loss_bbox: 0.2268, loss_mask: 0.2742, loss: 0.8570 2022-09-29 11:59:01,454 - mmdet - INFO - Epoch [3][6900/7330] lr: 3.000e-02, eta: 3:41:31, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0576, loss_cls: 0.2626, acc: 91.9692, loss_bbox: 0.2311, loss_mask: 0.2827, loss: 0.8783 2022-09-29 11:59:11,220 - mmdet - INFO - Epoch [3][6950/7330] lr: 3.000e-02, eta: 3:41:20, time: 0.195, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0588, loss_cls: 0.2627, acc: 91.9553, loss_bbox: 0.2368, loss_mask: 0.2898, loss: 0.8941 2022-09-29 11:59:20,974 - mmdet - INFO - Epoch [3][7000/7330] lr: 3.000e-02, eta: 3:41:09, time: 0.195, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0608, loss_cls: 0.2750, acc: 91.6147, loss_bbox: 0.2459, loss_mask: 0.2862, loss: 0.9166 2022-09-29 11:59:30,830 - mmdet - INFO - Epoch [3][7050/7330] lr: 3.000e-02, eta: 3:40:59, time: 0.197, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0590, loss_cls: 0.2648, acc: 91.9827, loss_bbox: 0.2335, loss_mask: 0.2852, loss: 0.8864 2022-09-29 11:59:41,011 - mmdet - INFO - Epoch [3][7100/7330] lr: 3.000e-02, eta: 3:40:49, time: 0.204, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0611, loss_cls: 0.2687, acc: 91.7407, loss_bbox: 0.2423, loss_mask: 0.2865, loss: 0.9044 2022-09-29 11:59:51,121 - mmdet - INFO - Epoch [3][7150/7330] lr: 3.000e-02, eta: 3:40:39, time: 0.202, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0624, loss_cls: 0.2657, acc: 91.7952, loss_bbox: 0.2431, loss_mask: 0.2886, loss: 0.9046 2022-09-29 12:00:01,119 - mmdet - INFO - Epoch [3][7200/7330] lr: 3.000e-02, eta: 3:40:29, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0578, loss_cls: 0.2653, acc: 91.9761, loss_bbox: 0.2324, loss_mask: 0.2789, loss: 0.8769 2022-09-29 12:00:10,924 - mmdet - INFO - Epoch [3][7250/7330] lr: 3.000e-02, eta: 3:40:19, time: 0.196, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0623, loss_cls: 0.2543, acc: 92.1382, loss_bbox: 0.2327, loss_mask: 0.2790, loss: 0.8747 2022-09-29 12:00:21,105 - mmdet - INFO - Epoch [3][7300/7330] lr: 3.000e-02, eta: 3:40:09, time: 0.204, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0613, loss_cls: 0.2659, acc: 91.8015, loss_bbox: 0.2429, loss_mask: 0.2866, loss: 0.9010 2022-09-29 12:00:27,190 - mmdet - INFO - Saving checkpoint at 3 epochs 2022-09-29 12:01:13,200 - mmdet - INFO - Evaluating bbox... 2022-09-29 12:01:43,891 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.289 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.469 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.313 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.159 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.311 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.380 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.449 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.449 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.449 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.242 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.483 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.589 2022-09-29 12:01:43,892 - mmdet - INFO - Evaluating segm... 2022-09-29 12:02:20,418 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.266 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.444 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.279 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.114 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.281 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.390 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.410 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.410 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.410 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.209 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.445 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.545 2022-09-29 12:02:21,026 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_mask-rcnn_1x_coco_lr3e-2_wd5e-5/best_bbox_mAP_epoch_2.pth was removed 2022-09-29 12:02:21,714 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_3.pth. 2022-09-29 12:02:21,714 - mmdet - INFO - Best bbox_mAP is 0.2890 at 3 epoch. 2022-09-29 12:02:21,715 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 12:02:21,715 - mmdet - INFO - Epoch(val) [3][625] bbox_mAP: 0.2890, bbox_mAP_50: 0.4690, bbox_mAP_75: 0.3130, bbox_mAP_s: 0.1590, bbox_mAP_m: 0.3110, bbox_mAP_l: 0.3800, bbox_mAP_copypaste: 0.289 0.469 0.313 0.159 0.311 0.380, segm_mAP: 0.2660, segm_mAP_50: 0.4440, segm_mAP_75: 0.2790, segm_mAP_s: 0.1140, segm_mAP_m: 0.2810, segm_mAP_l: 0.3900, segm_mAP_copypaste: 0.266 0.444 0.279 0.114 0.281 0.390 2022-09-29 12:02:34,853 - mmdet - INFO - Epoch [4][50/7330] lr: 3.000e-02, eta: 3:39:45, time: 0.262, data_time: 0.095, memory: 4996, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0587, loss_cls: 0.2659, acc: 91.7146, loss_bbox: 0.2415, loss_mask: 0.2814, loss: 0.8922 2022-09-29 12:02:45,160 - mmdet - INFO - Epoch [4][100/7330] lr: 3.000e-02, eta: 3:39:36, time: 0.206, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0574, loss_cls: 0.2609, acc: 91.9167, loss_bbox: 0.2340, loss_mask: 0.2685, loss: 0.8623 2022-09-29 12:02:55,235 - mmdet - INFO - Epoch [4][150/7330] lr: 3.000e-02, eta: 3:39:26, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0603, loss_cls: 0.2534, acc: 92.1687, loss_bbox: 0.2284, loss_mask: 0.2794, loss: 0.8634 2022-09-29 12:03:04,964 - mmdet - INFO - Epoch [4][200/7330] lr: 3.000e-02, eta: 3:39:15, time: 0.195, data_time: 0.026, memory: 4996, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0570, loss_cls: 0.2519, acc: 92.0723, loss_bbox: 0.2314, loss_mask: 0.2794, loss: 0.8603 2022-09-29 12:03:14,726 - mmdet - INFO - Epoch [4][250/7330] lr: 3.000e-02, eta: 3:39:04, time: 0.195, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0616, loss_cls: 0.2557, acc: 91.9766, loss_bbox: 0.2357, loss_mask: 0.2752, loss: 0.8721 2022-09-29 12:03:25,115 - mmdet - INFO - Epoch [4][300/7330] lr: 3.000e-02, eta: 3:38:55, time: 0.208, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0618, loss_cls: 0.2664, acc: 91.7292, loss_bbox: 0.2501, loss_mask: 0.2799, loss: 0.9004 2022-09-29 12:03:35,393 - mmdet - INFO - Epoch [4][350/7330] lr: 3.000e-02, eta: 3:38:46, time: 0.206, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0590, loss_cls: 0.2522, acc: 92.1619, loss_bbox: 0.2375, loss_mask: 0.2781, loss: 0.8691 2022-09-29 12:03:45,309 - mmdet - INFO - Epoch [4][400/7330] lr: 3.000e-02, eta: 3:38:36, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0643, loss_cls: 0.2619, acc: 91.7908, loss_bbox: 0.2352, loss_mask: 0.2821, loss: 0.8886 2022-09-29 12:03:55,456 - mmdet - INFO - Epoch [4][450/7330] lr: 3.000e-02, eta: 3:38:26, time: 0.203, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0594, loss_cls: 0.2531, acc: 92.2622, loss_bbox: 0.2293, loss_mask: 0.2769, loss: 0.8608 2022-09-29 12:04:05,520 - mmdet - INFO - Epoch [4][500/7330] lr: 3.000e-02, eta: 3:38:17, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0600, loss_cls: 0.2635, acc: 91.6848, loss_bbox: 0.2414, loss_mask: 0.2812, loss: 0.8887 2022-09-29 12:04:15,780 - mmdet - INFO - Epoch [4][550/7330] lr: 3.000e-02, eta: 3:38:07, time: 0.205, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0620, loss_cls: 0.2587, acc: 91.7717, loss_bbox: 0.2402, loss_mask: 0.2788, loss: 0.8846 2022-09-29 12:04:25,526 - mmdet - INFO - Epoch [4][600/7330] lr: 3.000e-02, eta: 3:37:57, time: 0.195, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0575, loss_cls: 0.2561, acc: 91.9124, loss_bbox: 0.2383, loss_mask: 0.2780, loss: 0.8709 2022-09-29 12:04:35,551 - mmdet - INFO - Epoch [4][650/7330] lr: 3.000e-02, eta: 3:37:47, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0579, loss_cls: 0.2634, acc: 91.8403, loss_bbox: 0.2384, loss_mask: 0.2757, loss: 0.8804 2022-09-29 12:04:45,792 - mmdet - INFO - Epoch [4][700/7330] lr: 3.000e-02, eta: 3:37:37, time: 0.205, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0622, loss_cls: 0.2532, acc: 91.9495, loss_bbox: 0.2485, loss_mask: 0.2799, loss: 0.8874 2022-09-29 12:04:55,866 - mmdet - INFO - Epoch [4][750/7330] lr: 3.000e-02, eta: 3:37:27, time: 0.201, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0580, loss_cls: 0.2676, acc: 91.8188, loss_bbox: 0.2324, loss_mask: 0.2831, loss: 0.8804 2022-09-29 12:05:06,314 - mmdet - INFO - Epoch [4][800/7330] lr: 3.000e-02, eta: 3:37:19, time: 0.209, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0662, loss_cls: 0.2645, acc: 91.5979, loss_bbox: 0.2486, loss_mask: 0.2781, loss: 0.9024 2022-09-29 12:05:16,278 - mmdet - INFO - Epoch [4][850/7330] lr: 3.000e-02, eta: 3:37:09, time: 0.199, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0600, loss_cls: 0.2624, acc: 91.7388, loss_bbox: 0.2455, loss_mask: 0.2855, loss: 0.8972 2022-09-29 12:05:26,137 - mmdet - INFO - Epoch [4][900/7330] lr: 3.000e-02, eta: 3:36:58, time: 0.197, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0573, loss_cls: 0.2511, acc: 92.1489, loss_bbox: 0.2355, loss_mask: 0.2794, loss: 0.8640 2022-09-29 12:05:36,105 - mmdet - INFO - Epoch [4][950/7330] lr: 3.000e-02, eta: 3:36:48, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0600, loss_cls: 0.2679, acc: 91.5884, loss_bbox: 0.2476, loss_mask: 0.2862, loss: 0.9032 2022-09-29 12:05:46,359 - mmdet - INFO - Epoch [4][1000/7330] lr: 3.000e-02, eta: 3:36:39, time: 0.205, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0620, loss_cls: 0.2650, acc: 91.5830, loss_bbox: 0.2436, loss_mask: 0.2847, loss: 0.8986 2022-09-29 12:05:56,336 - mmdet - INFO - Epoch [4][1050/7330] lr: 3.000e-02, eta: 3:36:29, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0579, loss_cls: 0.2539, acc: 92.0632, loss_bbox: 0.2324, loss_mask: 0.2813, loss: 0.8665 2022-09-29 12:06:06,461 - mmdet - INFO - Epoch [4][1100/7330] lr: 3.000e-02, eta: 3:36:19, time: 0.202, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0592, loss_cls: 0.2559, acc: 91.9824, loss_bbox: 0.2414, loss_mask: 0.2789, loss: 0.8786 2022-09-29 12:06:16,686 - mmdet - INFO - Epoch [4][1150/7330] lr: 3.000e-02, eta: 3:36:10, time: 0.204, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0630, loss_cls: 0.2574, acc: 91.9167, loss_bbox: 0.2390, loss_mask: 0.2814, loss: 0.8848 2022-09-29 12:06:26,959 - mmdet - INFO - Epoch [4][1200/7330] lr: 3.000e-02, eta: 3:36:00, time: 0.205, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0610, loss_cls: 0.2593, acc: 91.7498, loss_bbox: 0.2430, loss_mask: 0.2782, loss: 0.8848 2022-09-29 12:06:37,124 - mmdet - INFO - Epoch [4][1250/7330] lr: 3.000e-02, eta: 3:35:51, time: 0.203, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0623, loss_cls: 0.2557, acc: 92.0732, loss_bbox: 0.2311, loss_mask: 0.2752, loss: 0.8674 2022-09-29 12:06:47,344 - mmdet - INFO - Epoch [4][1300/7330] lr: 3.000e-02, eta: 3:35:41, time: 0.204, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0591, loss_cls: 0.2628, acc: 91.8945, loss_bbox: 0.2397, loss_mask: 0.2788, loss: 0.8829 2022-09-29 12:06:57,755 - mmdet - INFO - Epoch [4][1350/7330] lr: 3.000e-02, eta: 3:35:33, time: 0.208, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0605, loss_cls: 0.2592, acc: 92.0613, loss_bbox: 0.2324, loss_mask: 0.2815, loss: 0.8775 2022-09-29 12:07:08,140 - mmdet - INFO - Epoch [4][1400/7330] lr: 3.000e-02, eta: 3:35:24, time: 0.208, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0619, loss_cls: 0.2602, acc: 91.6936, loss_bbox: 0.2472, loss_mask: 0.2813, loss: 0.8927 2022-09-29 12:07:18,436 - mmdet - INFO - Epoch [4][1450/7330] lr: 3.000e-02, eta: 3:35:14, time: 0.206, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0610, loss_cls: 0.2563, acc: 91.9451, loss_bbox: 0.2345, loss_mask: 0.2758, loss: 0.8711 2022-09-29 12:07:28,561 - mmdet - INFO - Epoch [4][1500/7330] lr: 3.000e-02, eta: 3:35:05, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0617, loss_cls: 0.2620, acc: 91.8054, loss_bbox: 0.2383, loss_mask: 0.2793, loss: 0.8876 2022-09-29 12:07:38,857 - mmdet - INFO - Epoch [4][1550/7330] lr: 3.000e-02, eta: 3:34:55, time: 0.206, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0602, loss_cls: 0.2584, acc: 92.0305, loss_bbox: 0.2432, loss_mask: 0.2862, loss: 0.8935 2022-09-29 12:07:48,802 - mmdet - INFO - Epoch [4][1600/7330] lr: 3.000e-02, eta: 3:34:45, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0562, loss_cls: 0.2584, acc: 91.8567, loss_bbox: 0.2432, loss_mask: 0.2805, loss: 0.8802 2022-09-29 12:07:59,017 - mmdet - INFO - Epoch [4][1650/7330] lr: 3.000e-02, eta: 3:34:36, time: 0.204, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0613, loss_cls: 0.2607, acc: 91.8567, loss_bbox: 0.2365, loss_mask: 0.2807, loss: 0.8858 2022-09-29 12:08:08,963 - mmdet - INFO - Epoch [4][1700/7330] lr: 3.000e-02, eta: 3:34:26, time: 0.199, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0594, loss_cls: 0.2632, acc: 91.9951, loss_bbox: 0.2312, loss_mask: 0.2843, loss: 0.8819 2022-09-29 12:08:18,910 - mmdet - INFO - Epoch [4][1750/7330] lr: 3.000e-02, eta: 3:34:15, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0627, loss_cls: 0.2510, acc: 92.1882, loss_bbox: 0.2345, loss_mask: 0.2722, loss: 0.8659 2022-09-29 12:08:29,277 - mmdet - INFO - Epoch [4][1800/7330] lr: 3.000e-02, eta: 3:34:06, time: 0.207, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0612, loss_cls: 0.2559, acc: 91.9949, loss_bbox: 0.2402, loss_mask: 0.2812, loss: 0.8809 2022-09-29 12:08:39,248 - mmdet - INFO - Epoch [4][1850/7330] lr: 3.000e-02, eta: 3:33:56, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0582, loss_cls: 0.2480, acc: 92.1216, loss_bbox: 0.2393, loss_mask: 0.2773, loss: 0.8635 2022-09-29 12:08:49,502 - mmdet - INFO - Epoch [4][1900/7330] lr: 3.000e-02, eta: 3:33:47, time: 0.205, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0625, loss_cls: 0.2613, acc: 91.7844, loss_bbox: 0.2426, loss_mask: 0.2817, loss: 0.8932 2022-09-29 12:08:59,250 - mmdet - INFO - Epoch [4][1950/7330] lr: 3.000e-02, eta: 3:33:36, time: 0.195, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0560, loss_cls: 0.2436, acc: 92.4814, loss_bbox: 0.2249, loss_mask: 0.2753, loss: 0.8408 2022-09-29 12:09:09,294 - mmdet - INFO - Epoch [4][2000/7330] lr: 3.000e-02, eta: 3:33:26, time: 0.201, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0570, loss_cls: 0.2631, acc: 91.8396, loss_bbox: 0.2390, loss_mask: 0.2854, loss: 0.8863 2022-09-29 12:09:19,271 - mmdet - INFO - Epoch [4][2050/7330] lr: 3.000e-02, eta: 3:33:16, time: 0.200, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0605, loss_cls: 0.2516, acc: 92.0686, loss_bbox: 0.2316, loss_mask: 0.2715, loss: 0.8553 2022-09-29 12:09:29,489 - mmdet - INFO - Epoch [4][2100/7330] lr: 3.000e-02, eta: 3:33:07, time: 0.204, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0608, loss_cls: 0.2654, acc: 91.6331, loss_bbox: 0.2449, loss_mask: 0.2791, loss: 0.8955 2022-09-29 12:09:39,851 - mmdet - INFO - Epoch [4][2150/7330] lr: 3.000e-02, eta: 3:32:58, time: 0.207, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0589, loss_cls: 0.2499, acc: 92.1348, loss_bbox: 0.2315, loss_mask: 0.2742, loss: 0.8568 2022-09-29 12:09:49,702 - mmdet - INFO - Epoch [4][2200/7330] lr: 3.000e-02, eta: 3:32:47, time: 0.197, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0570, loss_cls: 0.2422, acc: 92.4399, loss_bbox: 0.2253, loss_mask: 0.2746, loss: 0.8363 2022-09-29 12:09:59,869 - mmdet - INFO - Epoch [4][2250/7330] lr: 3.000e-02, eta: 3:32:38, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0610, loss_cls: 0.2676, acc: 91.8403, loss_bbox: 0.2351, loss_mask: 0.2828, loss: 0.8897 2022-09-29 12:10:09,873 - mmdet - INFO - Epoch [4][2300/7330] lr: 3.000e-02, eta: 3:32:28, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0577, loss_cls: 0.2646, acc: 91.7224, loss_bbox: 0.2406, loss_mask: 0.2765, loss: 0.8828 2022-09-29 12:10:19,964 - mmdet - INFO - Epoch [4][2350/7330] lr: 3.000e-02, eta: 3:32:18, time: 0.202, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0626, loss_cls: 0.2653, acc: 91.6511, loss_bbox: 0.2453, loss_mask: 0.2780, loss: 0.8944 2022-09-29 12:10:30,009 - mmdet - INFO - Epoch [4][2400/7330] lr: 3.000e-02, eta: 3:32:08, time: 0.201, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0592, loss_cls: 0.2511, acc: 92.1479, loss_bbox: 0.2333, loss_mask: 0.2772, loss: 0.8680 2022-09-29 12:10:39,872 - mmdet - INFO - Epoch [4][2450/7330] lr: 3.000e-02, eta: 3:31:57, time: 0.197, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0588, loss_cls: 0.2354, acc: 92.6140, loss_bbox: 0.2181, loss_mask: 0.2754, loss: 0.8316 2022-09-29 12:10:49,591 - mmdet - INFO - Epoch [4][2500/7330] lr: 3.000e-02, eta: 3:31:47, time: 0.194, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0556, loss_cls: 0.2562, acc: 92.2063, loss_bbox: 0.2215, loss_mask: 0.2778, loss: 0.8539 2022-09-29 12:10:59,730 - mmdet - INFO - Epoch [4][2550/7330] lr: 3.000e-02, eta: 3:31:37, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0596, loss_cls: 0.2511, acc: 92.3274, loss_bbox: 0.2263, loss_mask: 0.2781, loss: 0.8579 2022-09-29 12:11:09,846 - mmdet - INFO - Epoch [4][2600/7330] lr: 3.000e-02, eta: 3:31:27, time: 0.202, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0570, loss_cls: 0.2538, acc: 92.0867, loss_bbox: 0.2393, loss_mask: 0.2827, loss: 0.8731 2022-09-29 12:11:19,875 - mmdet - INFO - Epoch [4][2650/7330] lr: 3.000e-02, eta: 3:31:17, time: 0.201, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0604, loss_cls: 0.2536, acc: 92.1650, loss_bbox: 0.2332, loss_mask: 0.2826, loss: 0.8710 2022-09-29 12:11:29,988 - mmdet - INFO - Epoch [4][2700/7330] lr: 3.000e-02, eta: 3:31:08, time: 0.202, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0575, loss_cls: 0.2432, acc: 92.2788, loss_bbox: 0.2283, loss_mask: 0.2722, loss: 0.8432 2022-09-29 12:11:40,401 - mmdet - INFO - Epoch [4][2750/7330] lr: 3.000e-02, eta: 3:30:59, time: 0.208, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0594, loss_cls: 0.2456, acc: 92.1748, loss_bbox: 0.2345, loss_mask: 0.2784, loss: 0.8600 2022-09-29 12:11:50,095 - mmdet - INFO - Epoch [4][2800/7330] lr: 3.000e-02, eta: 3:30:48, time: 0.194, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0553, loss_cls: 0.2469, acc: 92.2354, loss_bbox: 0.2237, loss_mask: 0.2704, loss: 0.8338 2022-09-29 12:11:59,782 - mmdet - INFO - Epoch [4][2850/7330] lr: 3.000e-02, eta: 3:30:37, time: 0.194, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0585, loss_cls: 0.2551, acc: 92.1714, loss_bbox: 0.2279, loss_mask: 0.2816, loss: 0.8621 2022-09-29 12:12:10,082 - mmdet - INFO - Epoch [4][2900/7330] lr: 3.000e-02, eta: 3:30:28, time: 0.206, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0591, loss_cls: 0.2588, acc: 92.0137, loss_bbox: 0.2346, loss_mask: 0.2784, loss: 0.8743 2022-09-29 12:12:20,267 - mmdet - INFO - Epoch [4][2950/7330] lr: 3.000e-02, eta: 3:30:18, time: 0.204, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0588, loss_cls: 0.2642, acc: 91.7505, loss_bbox: 0.2446, loss_mask: 0.2813, loss: 0.8904 2022-09-29 12:12:30,415 - mmdet - INFO - Epoch [4][3000/7330] lr: 3.000e-02, eta: 3:30:08, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0538, loss_cls: 0.2430, acc: 92.4150, loss_bbox: 0.2257, loss_mask: 0.2747, loss: 0.8388 2022-09-29 12:12:40,733 - mmdet - INFO - Epoch [4][3050/7330] lr: 3.000e-02, eta: 3:29:59, time: 0.206, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0591, loss_cls: 0.2599, acc: 91.8691, loss_bbox: 0.2441, loss_mask: 0.2784, loss: 0.8835 2022-09-29 12:12:50,699 - mmdet - INFO - Epoch [4][3100/7330] lr: 3.000e-02, eta: 3:29:49, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0607, loss_cls: 0.2505, acc: 92.2434, loss_bbox: 0.2341, loss_mask: 0.2756, loss: 0.8626 2022-09-29 12:13:00,841 - mmdet - INFO - Epoch [4][3150/7330] lr: 3.000e-02, eta: 3:29:39, time: 0.203, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0614, loss_cls: 0.2529, acc: 92.0366, loss_bbox: 0.2396, loss_mask: 0.2830, loss: 0.8798 2022-09-29 12:13:11,313 - mmdet - INFO - Epoch [4][3200/7330] lr: 3.000e-02, eta: 3:29:30, time: 0.209, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0601, loss_cls: 0.2563, acc: 91.9106, loss_bbox: 0.2353, loss_mask: 0.2772, loss: 0.8702 2022-09-29 12:13:21,479 - mmdet - INFO - Epoch [4][3250/7330] lr: 3.000e-02, eta: 3:29:21, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0631, loss_cls: 0.2607, acc: 91.8718, loss_bbox: 0.2373, loss_mask: 0.2836, loss: 0.8879 2022-09-29 12:13:31,406 - mmdet - INFO - Epoch [4][3300/7330] lr: 3.000e-02, eta: 3:29:11, time: 0.199, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0568, loss_cls: 0.2607, acc: 91.8381, loss_bbox: 0.2398, loss_mask: 0.2796, loss: 0.8791 2022-09-29 12:13:41,555 - mmdet - INFO - Epoch [4][3350/7330] lr: 3.000e-02, eta: 3:29:01, time: 0.203, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0626, loss_cls: 0.2638, acc: 91.9126, loss_bbox: 0.2401, loss_mask: 0.2837, loss: 0.8962 2022-09-29 12:13:51,942 - mmdet - INFO - Epoch [4][3400/7330] lr: 3.000e-02, eta: 3:28:52, time: 0.208, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0590, loss_cls: 0.2556, acc: 92.0032, loss_bbox: 0.2367, loss_mask: 0.2765, loss: 0.8720 2022-09-29 12:14:02,033 - mmdet - INFO - Epoch [4][3450/7330] lr: 3.000e-02, eta: 3:28:42, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0594, loss_cls: 0.2639, acc: 91.7114, loss_bbox: 0.2449, loss_mask: 0.2778, loss: 0.8877 2022-09-29 12:14:12,355 - mmdet - INFO - Epoch [4][3500/7330] lr: 3.000e-02, eta: 3:28:33, time: 0.206, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0581, loss_cls: 0.2577, acc: 91.9412, loss_bbox: 0.2380, loss_mask: 0.2858, loss: 0.8840 2022-09-29 12:14:22,215 - mmdet - INFO - Epoch [4][3550/7330] lr: 3.000e-02, eta: 3:28:22, time: 0.197, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0570, loss_cls: 0.2486, acc: 92.1216, loss_bbox: 0.2329, loss_mask: 0.2773, loss: 0.8577 2022-09-29 12:14:32,009 - mmdet - INFO - Epoch [4][3600/7330] lr: 3.000e-02, eta: 3:28:12, time: 0.196, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0563, loss_cls: 0.2481, acc: 92.2708, loss_bbox: 0.2318, loss_mask: 0.2755, loss: 0.8541 2022-09-29 12:14:42,351 - mmdet - INFO - Epoch [4][3650/7330] lr: 3.000e-02, eta: 3:28:03, time: 0.207, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0613, loss_cls: 0.2583, acc: 91.7883, loss_bbox: 0.2465, loss_mask: 0.2820, loss: 0.8902 2022-09-29 12:14:52,252 - mmdet - INFO - Epoch [4][3700/7330] lr: 3.000e-02, eta: 3:27:52, time: 0.198, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0581, loss_cls: 0.2579, acc: 91.9719, loss_bbox: 0.2371, loss_mask: 0.2826, loss: 0.8782 2022-09-29 12:15:02,014 - mmdet - INFO - Epoch [4][3750/7330] lr: 3.000e-02, eta: 3:27:42, time: 0.195, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0588, loss_cls: 0.2448, acc: 92.2964, loss_bbox: 0.2295, loss_mask: 0.2746, loss: 0.8479 2022-09-29 12:15:11,981 - mmdet - INFO - Epoch [4][3800/7330] lr: 3.000e-02, eta: 3:27:32, time: 0.199, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0613, loss_cls: 0.2532, acc: 92.1426, loss_bbox: 0.2320, loss_mask: 0.2789, loss: 0.8694 2022-09-29 12:15:21,544 - mmdet - INFO - Epoch [4][3850/7330] lr: 3.000e-02, eta: 3:27:20, time: 0.191, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0567, loss_cls: 0.2512, acc: 92.2302, loss_bbox: 0.2319, loss_mask: 0.2802, loss: 0.8598 2022-09-29 12:15:31,794 - mmdet - INFO - Epoch [4][3900/7330] lr: 3.000e-02, eta: 3:27:11, time: 0.205, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0629, loss_cls: 0.2786, acc: 91.3145, loss_bbox: 0.2503, loss_mask: 0.2826, loss: 0.9197 2022-09-29 12:15:41,873 - mmdet - INFO - Epoch [4][3950/7330] lr: 3.000e-02, eta: 3:27:01, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0615, loss_cls: 0.2564, acc: 91.9426, loss_bbox: 0.2391, loss_mask: 0.2828, loss: 0.8845 2022-09-29 12:15:51,707 - mmdet - INFO - Epoch [4][4000/7330] lr: 3.000e-02, eta: 3:26:51, time: 0.197, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0608, loss_cls: 0.2601, acc: 91.8066, loss_bbox: 0.2368, loss_mask: 0.2759, loss: 0.8782 2022-09-29 12:16:02,114 - mmdet - INFO - Epoch [4][4050/7330] lr: 3.000e-02, eta: 3:26:42, time: 0.208, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0621, loss_cls: 0.2596, acc: 91.7515, loss_bbox: 0.2432, loss_mask: 0.2776, loss: 0.8843 2022-09-29 12:16:12,377 - mmdet - INFO - Epoch [4][4100/7330] lr: 3.000e-02, eta: 3:26:32, time: 0.205, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0612, loss_cls: 0.2536, acc: 92.1143, loss_bbox: 0.2323, loss_mask: 0.2821, loss: 0.8731 2022-09-29 12:16:22,224 - mmdet - INFO - Epoch [4][4150/7330] lr: 3.000e-02, eta: 3:26:22, time: 0.197, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0587, loss_cls: 0.2597, acc: 92.0342, loss_bbox: 0.2350, loss_mask: 0.2771, loss: 0.8744 2022-09-29 12:16:32,377 - mmdet - INFO - Epoch [4][4200/7330] lr: 3.000e-02, eta: 3:26:12, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0596, loss_cls: 0.2508, acc: 92.1389, loss_bbox: 0.2357, loss_mask: 0.2742, loss: 0.8625 2022-09-29 12:16:42,246 - mmdet - INFO - Epoch [4][4250/7330] lr: 3.000e-02, eta: 3:26:02, time: 0.197, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0575, loss_cls: 0.2546, acc: 92.1914, loss_bbox: 0.2264, loss_mask: 0.2820, loss: 0.8607 2022-09-29 12:16:52,254 - mmdet - INFO - Epoch [4][4300/7330] lr: 3.000e-02, eta: 3:25:52, time: 0.200, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0622, loss_cls: 0.2522, acc: 92.1321, loss_bbox: 0.2342, loss_mask: 0.2790, loss: 0.8731 2022-09-29 12:17:02,000 - mmdet - INFO - Epoch [4][4350/7330] lr: 3.000e-02, eta: 3:25:41, time: 0.195, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0578, loss_cls: 0.2433, acc: 92.2710, loss_bbox: 0.2328, loss_mask: 0.2840, loss: 0.8619 2022-09-29 12:17:11,935 - mmdet - INFO - Epoch [4][4400/7330] lr: 3.000e-02, eta: 3:25:31, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0581, loss_cls: 0.2587, acc: 91.9006, loss_bbox: 0.2350, loss_mask: 0.2745, loss: 0.8683 2022-09-29 12:17:21,748 - mmdet - INFO - Epoch [4][4450/7330] lr: 3.000e-02, eta: 3:25:20, time: 0.196, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0592, loss_cls: 0.2615, acc: 91.9214, loss_bbox: 0.2410, loss_mask: 0.2768, loss: 0.8804 2022-09-29 12:17:31,692 - mmdet - INFO - Epoch [4][4500/7330] lr: 3.000e-02, eta: 3:25:10, time: 0.199, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0590, loss_cls: 0.2543, acc: 91.9753, loss_bbox: 0.2321, loss_mask: 0.2754, loss: 0.8624 2022-09-29 12:17:41,348 - mmdet - INFO - Epoch [4][4550/7330] lr: 3.000e-02, eta: 3:24:59, time: 0.193, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0575, loss_cls: 0.2560, acc: 92.0649, loss_bbox: 0.2321, loss_mask: 0.2786, loss: 0.8675 2022-09-29 12:17:51,226 - mmdet - INFO - Epoch [4][4600/7330] lr: 3.000e-02, eta: 3:24:49, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0614, loss_cls: 0.2618, acc: 92.0430, loss_bbox: 0.2339, loss_mask: 0.2775, loss: 0.8787 2022-09-29 12:18:01,149 - mmdet - INFO - Epoch [4][4650/7330] lr: 3.000e-02, eta: 3:24:39, time: 0.198, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0601, loss_cls: 0.2727, acc: 91.6328, loss_bbox: 0.2451, loss_mask: 0.2814, loss: 0.9043 2022-09-29 12:18:10,914 - mmdet - INFO - Epoch [4][4700/7330] lr: 3.000e-02, eta: 3:24:28, time: 0.195, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0569, loss_cls: 0.2563, acc: 91.9333, loss_bbox: 0.2320, loss_mask: 0.2751, loss: 0.8620 2022-09-29 12:18:21,040 - mmdet - INFO - Epoch [4][4750/7330] lr: 3.000e-02, eta: 3:24:18, time: 0.202, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0591, loss_cls: 0.2564, acc: 92.1543, loss_bbox: 0.2335, loss_mask: 0.2744, loss: 0.8649 2022-09-29 12:18:30,881 - mmdet - INFO - Epoch [4][4800/7330] lr: 3.000e-02, eta: 3:24:08, time: 0.197, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0586, loss_cls: 0.2600, acc: 91.9971, loss_bbox: 0.2317, loss_mask: 0.2801, loss: 0.8739 2022-09-29 12:18:40,470 - mmdet - INFO - Epoch [4][4850/7330] lr: 3.000e-02, eta: 3:23:57, time: 0.192, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0546, loss_cls: 0.2470, acc: 92.3511, loss_bbox: 0.2262, loss_mask: 0.2821, loss: 0.8491 2022-09-29 12:18:50,374 - mmdet - INFO - Epoch [4][4900/7330] lr: 3.000e-02, eta: 3:23:47, time: 0.198, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0591, loss_cls: 0.2466, acc: 92.0415, loss_bbox: 0.2371, loss_mask: 0.2786, loss: 0.8638 2022-09-29 12:19:00,497 - mmdet - INFO - Epoch [4][4950/7330] lr: 3.000e-02, eta: 3:23:37, time: 0.202, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0612, loss_cls: 0.2505, acc: 92.2058, loss_bbox: 0.2345, loss_mask: 0.2737, loss: 0.8661 2022-09-29 12:19:10,472 - mmdet - INFO - Epoch [4][5000/7330] lr: 3.000e-02, eta: 3:23:27, time: 0.199, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0580, loss_cls: 0.2466, acc: 92.2671, loss_bbox: 0.2311, loss_mask: 0.2702, loss: 0.8462 2022-09-29 12:19:20,138 - mmdet - INFO - Epoch [4][5050/7330] lr: 3.000e-02, eta: 3:23:16, time: 0.193, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0545, loss_cls: 0.2510, acc: 92.0776, loss_bbox: 0.2345, loss_mask: 0.2819, loss: 0.8641 2022-09-29 12:19:30,209 - mmdet - INFO - Epoch [4][5100/7330] lr: 3.000e-02, eta: 3:23:06, time: 0.201, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0585, loss_cls: 0.2554, acc: 92.1221, loss_bbox: 0.2375, loss_mask: 0.2812, loss: 0.8747 2022-09-29 12:19:39,745 - mmdet - INFO - Epoch [4][5150/7330] lr: 3.000e-02, eta: 3:22:55, time: 0.191, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0565, loss_cls: 0.2505, acc: 92.1287, loss_bbox: 0.2300, loss_mask: 0.2782, loss: 0.8581 2022-09-29 12:19:49,452 - mmdet - INFO - Epoch [4][5200/7330] lr: 3.000e-02, eta: 3:22:45, time: 0.194, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0593, loss_cls: 0.2638, acc: 91.7844, loss_bbox: 0.2406, loss_mask: 0.2779, loss: 0.8831 2022-09-29 12:19:59,191 - mmdet - INFO - Epoch [4][5250/7330] lr: 3.000e-02, eta: 3:22:34, time: 0.195, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0544, loss_cls: 0.2577, acc: 92.0325, loss_bbox: 0.2347, loss_mask: 0.2751, loss: 0.8659 2022-09-29 12:20:09,073 - mmdet - INFO - Epoch [4][5300/7330] lr: 3.000e-02, eta: 3:22:24, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0600, loss_cls: 0.2584, acc: 92.0337, loss_bbox: 0.2381, loss_mask: 0.2772, loss: 0.8746 2022-09-29 12:20:19,167 - mmdet - INFO - Epoch [4][5350/7330] lr: 3.000e-02, eta: 3:22:14, time: 0.202, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0588, loss_cls: 0.2546, acc: 92.0332, loss_bbox: 0.2396, loss_mask: 0.2847, loss: 0.8782 2022-09-29 12:20:29,566 - mmdet - INFO - Epoch [4][5400/7330] lr: 3.000e-02, eta: 3:22:05, time: 0.208, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0583, loss_cls: 0.2496, acc: 92.2585, loss_bbox: 0.2311, loss_mask: 0.2745, loss: 0.8555 2022-09-29 12:20:39,716 - mmdet - INFO - Epoch [4][5450/7330] lr: 3.000e-02, eta: 3:21:55, time: 0.203, data_time: 0.040, memory: 4996, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0617, loss_cls: 0.2608, acc: 91.8499, loss_bbox: 0.2428, loss_mask: 0.2802, loss: 0.8888 2022-09-29 12:20:49,780 - mmdet - INFO - Epoch [4][5500/7330] lr: 3.000e-02, eta: 3:21:45, time: 0.201, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0643, loss_cls: 0.2662, acc: 91.8889, loss_bbox: 0.2376, loss_mask: 0.2793, loss: 0.8927 2022-09-29 12:20:59,849 - mmdet - INFO - Epoch [4][5550/7330] lr: 3.000e-02, eta: 3:21:35, time: 0.201, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0571, loss_cls: 0.2576, acc: 92.0278, loss_bbox: 0.2305, loss_mask: 0.2750, loss: 0.8625 2022-09-29 12:21:09,692 - mmdet - INFO - Epoch [4][5600/7330] lr: 3.000e-02, eta: 3:21:25, time: 0.197, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0591, loss_cls: 0.2540, acc: 92.0745, loss_bbox: 0.2345, loss_mask: 0.2761, loss: 0.8648 2022-09-29 12:21:19,437 - mmdet - INFO - Epoch [4][5650/7330] lr: 3.000e-02, eta: 3:21:14, time: 0.195, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0583, loss_cls: 0.2553, acc: 92.0642, loss_bbox: 0.2384, loss_mask: 0.2803, loss: 0.8748 2022-09-29 12:21:29,575 - mmdet - INFO - Epoch [4][5700/7330] lr: 3.000e-02, eta: 3:21:05, time: 0.203, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0636, loss_cls: 0.2663, acc: 91.6992, loss_bbox: 0.2446, loss_mask: 0.2708, loss: 0.8917 2022-09-29 12:21:39,265 - mmdet - INFO - Epoch [4][5750/7330] lr: 3.000e-02, eta: 3:20:54, time: 0.194, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0578, loss_cls: 0.2509, acc: 92.0986, loss_bbox: 0.2379, loss_mask: 0.2766, loss: 0.8644 2022-09-29 12:21:49,329 - mmdet - INFO - Epoch [4][5800/7330] lr: 3.000e-02, eta: 3:20:44, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0565, loss_cls: 0.2549, acc: 92.1047, loss_bbox: 0.2332, loss_mask: 0.2788, loss: 0.8694 2022-09-29 12:21:59,268 - mmdet - INFO - Epoch [4][5850/7330] lr: 3.000e-02, eta: 3:20:34, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0594, loss_cls: 0.2566, acc: 91.9912, loss_bbox: 0.2409, loss_mask: 0.2823, loss: 0.8833 2022-09-29 12:22:09,212 - mmdet - INFO - Epoch [4][5900/7330] lr: 3.000e-02, eta: 3:20:24, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0595, loss_cls: 0.2624, acc: 91.8442, loss_bbox: 0.2389, loss_mask: 0.2795, loss: 0.8847 2022-09-29 12:22:18,847 - mmdet - INFO - Epoch [4][5950/7330] lr: 3.000e-02, eta: 3:20:13, time: 0.193, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0564, loss_cls: 0.2466, acc: 92.4194, loss_bbox: 0.2242, loss_mask: 0.2793, loss: 0.8493 2022-09-29 12:22:28,723 - mmdet - INFO - Epoch [4][6000/7330] lr: 3.000e-02, eta: 3:20:03, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0583, loss_cls: 0.2527, acc: 92.1421, loss_bbox: 0.2314, loss_mask: 0.2764, loss: 0.8601 2022-09-29 12:22:39,007 - mmdet - INFO - Epoch [4][6050/7330] lr: 3.000e-02, eta: 3:19:53, time: 0.206, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0615, loss_cls: 0.2616, acc: 91.7905, loss_bbox: 0.2462, loss_mask: 0.2852, loss: 0.8980 2022-09-29 12:22:48,929 - mmdet - INFO - Epoch [4][6100/7330] lr: 3.000e-02, eta: 3:19:43, time: 0.198, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0604, loss_cls: 0.2518, acc: 92.0300, loss_bbox: 0.2433, loss_mask: 0.2766, loss: 0.8761 2022-09-29 12:22:59,123 - mmdet - INFO - Epoch [4][6150/7330] lr: 3.000e-02, eta: 3:19:33, time: 0.204, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0615, loss_cls: 0.2597, acc: 91.9932, loss_bbox: 0.2325, loss_mask: 0.2758, loss: 0.8737 2022-09-29 12:23:09,280 - mmdet - INFO - Epoch [4][6200/7330] lr: 3.000e-02, eta: 3:19:24, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0629, loss_cls: 0.2610, acc: 91.7566, loss_bbox: 0.2426, loss_mask: 0.2790, loss: 0.8891 2022-09-29 12:23:19,200 - mmdet - INFO - Epoch [4][6250/7330] lr: 3.000e-02, eta: 3:19:13, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0581, loss_cls: 0.2543, acc: 92.0967, loss_bbox: 0.2326, loss_mask: 0.2797, loss: 0.8667 2022-09-29 12:23:29,328 - mmdet - INFO - Epoch [4][6300/7330] lr: 3.000e-02, eta: 3:19:04, time: 0.203, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0587, loss_cls: 0.2591, acc: 91.9333, loss_bbox: 0.2352, loss_mask: 0.2776, loss: 0.8703 2022-09-29 12:23:39,527 - mmdet - INFO - Epoch [4][6350/7330] lr: 3.000e-02, eta: 3:18:54, time: 0.204, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0610, loss_cls: 0.2646, acc: 91.6914, loss_bbox: 0.2428, loss_mask: 0.2765, loss: 0.8866 2022-09-29 12:23:49,932 - mmdet - INFO - Epoch [4][6400/7330] lr: 3.000e-02, eta: 3:18:45, time: 0.208, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0602, loss_cls: 0.2522, acc: 92.1213, loss_bbox: 0.2314, loss_mask: 0.2779, loss: 0.8651 2022-09-29 12:24:00,046 - mmdet - INFO - Epoch [4][6450/7330] lr: 3.000e-02, eta: 3:18:35, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0589, loss_cls: 0.2616, acc: 91.9043, loss_bbox: 0.2338, loss_mask: 0.2755, loss: 0.8727 2022-09-29 12:24:10,017 - mmdet - INFO - Epoch [4][6500/7330] lr: 3.000e-02, eta: 3:18:25, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0583, loss_cls: 0.2602, acc: 91.7119, loss_bbox: 0.2419, loss_mask: 0.2737, loss: 0.8763 2022-09-29 12:24:20,292 - mmdet - INFO - Epoch [4][6550/7330] lr: 3.000e-02, eta: 3:18:16, time: 0.205, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0581, loss_cls: 0.2596, acc: 91.9299, loss_bbox: 0.2410, loss_mask: 0.2772, loss: 0.8780 2022-09-29 12:24:30,392 - mmdet - INFO - Epoch [4][6600/7330] lr: 3.000e-02, eta: 3:18:06, time: 0.202, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0624, loss_cls: 0.2605, acc: 91.7554, loss_bbox: 0.2396, loss_mask: 0.2791, loss: 0.8850 2022-09-29 12:24:40,465 - mmdet - INFO - Epoch [4][6650/7330] lr: 3.000e-02, eta: 3:17:56, time: 0.201, data_time: 0.041, memory: 4996, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0610, loss_cls: 0.2734, acc: 91.5730, loss_bbox: 0.2441, loss_mask: 0.2858, loss: 0.9085 2022-09-29 12:24:50,626 - mmdet - INFO - Epoch [4][6700/7330] lr: 3.000e-02, eta: 3:17:46, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0577, loss_cls: 0.2529, acc: 92.1387, loss_bbox: 0.2310, loss_mask: 0.2755, loss: 0.8589 2022-09-29 12:25:00,556 - mmdet - INFO - Epoch [4][6750/7330] lr: 3.000e-02, eta: 3:17:36, time: 0.199, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0599, loss_cls: 0.2603, acc: 91.8550, loss_bbox: 0.2400, loss_mask: 0.2810, loss: 0.8856 2022-09-29 12:25:10,738 - mmdet - INFO - Epoch [4][6800/7330] lr: 3.000e-02, eta: 3:17:26, time: 0.204, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0577, loss_cls: 0.2541, acc: 92.0388, loss_bbox: 0.2392, loss_mask: 0.2763, loss: 0.8705 2022-09-29 12:25:20,570 - mmdet - INFO - Epoch [4][6850/7330] lr: 3.000e-02, eta: 3:17:16, time: 0.197, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0565, loss_cls: 0.2617, acc: 91.8521, loss_bbox: 0.2345, loss_mask: 0.2790, loss: 0.8735 2022-09-29 12:25:30,405 - mmdet - INFO - Epoch [4][6900/7330] lr: 3.000e-02, eta: 3:17:06, time: 0.197, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0606, loss_cls: 0.2567, acc: 91.9370, loss_bbox: 0.2308, loss_mask: 0.2786, loss: 0.8713 2022-09-29 12:25:40,371 - mmdet - INFO - Epoch [4][6950/7330] lr: 3.000e-02, eta: 3:16:55, time: 0.199, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0605, loss_cls: 0.2593, acc: 91.8640, loss_bbox: 0.2397, loss_mask: 0.2797, loss: 0.8812 2022-09-29 12:25:50,122 - mmdet - INFO - Epoch [4][7000/7330] lr: 3.000e-02, eta: 3:16:45, time: 0.195, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0572, loss_cls: 0.2539, acc: 92.2302, loss_bbox: 0.2337, loss_mask: 0.2802, loss: 0.8649 2022-09-29 12:25:59,681 - mmdet - INFO - Epoch [4][7050/7330] lr: 3.000e-02, eta: 3:16:34, time: 0.191, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0585, loss_cls: 0.2544, acc: 92.0525, loss_bbox: 0.2342, loss_mask: 0.2738, loss: 0.8624 2022-09-29 12:26:09,863 - mmdet - INFO - Epoch [4][7100/7330] lr: 3.000e-02, eta: 3:16:24, time: 0.204, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0598, loss_cls: 0.2617, acc: 91.7058, loss_bbox: 0.2415, loss_mask: 0.2776, loss: 0.8837 2022-09-29 12:26:20,000 - mmdet - INFO - Epoch [4][7150/7330] lr: 3.000e-02, eta: 3:16:15, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0595, loss_cls: 0.2598, acc: 91.7942, loss_bbox: 0.2430, loss_mask: 0.2741, loss: 0.8784 2022-09-29 12:26:29,762 - mmdet - INFO - Epoch [4][7200/7330] lr: 3.000e-02, eta: 3:16:04, time: 0.195, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0561, loss_cls: 0.2434, acc: 92.4253, loss_bbox: 0.2272, loss_mask: 0.2763, loss: 0.8464 2022-09-29 12:26:39,220 - mmdet - INFO - Epoch [4][7250/7330] lr: 3.000e-02, eta: 3:15:53, time: 0.189, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0554, loss_cls: 0.2477, acc: 92.4204, loss_bbox: 0.2262, loss_mask: 0.2839, loss: 0.8526 2022-09-29 12:26:48,935 - mmdet - INFO - Epoch [4][7300/7330] lr: 3.000e-02, eta: 3:15:42, time: 0.194, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0572, loss_cls: 0.2501, acc: 92.0835, loss_bbox: 0.2333, loss_mask: 0.2715, loss: 0.8503 2022-09-29 12:26:55,342 - mmdet - INFO - Saving checkpoint at 4 epochs 2022-09-29 12:27:42,891 - mmdet - INFO - Evaluating bbox... 2022-09-29 12:28:16,636 - 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 ] = 0.488 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.330 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.172 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 ] = 0.382 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.464 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.464 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.464 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 ] = 0.504 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.576 2022-09-29 12:28:16,636 - mmdet - INFO - Evaluating segm... 2022-09-29 12:28:55,942 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.276 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.458 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.290 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.120 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.295 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.398 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.420 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.420 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.420 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.232 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.459 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.535 2022-09-29 12:28:56,500 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_mask-rcnn_1x_coco_lr3e-2_wd5e-5/best_bbox_mAP_epoch_3.pth was removed 2022-09-29 12:28:57,200 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_4.pth. 2022-09-29 12:28:57,200 - mmdet - INFO - Best bbox_mAP is 0.3030 at 4 epoch. 2022-09-29 12:28:57,201 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 12:28:57,201 - mmdet - INFO - Epoch(val) [4][625] bbox_mAP: 0.3030, bbox_mAP_50: 0.4880, bbox_mAP_75: 0.3300, bbox_mAP_s: 0.1720, bbox_mAP_m: 0.3280, bbox_mAP_l: 0.3820, bbox_mAP_copypaste: 0.303 0.488 0.330 0.172 0.328 0.382, segm_mAP: 0.2760, segm_mAP_50: 0.4580, segm_mAP_75: 0.2900, segm_mAP_s: 0.1200, segm_mAP_m: 0.2950, segm_mAP_l: 0.3980, segm_mAP_copypaste: 0.276 0.458 0.290 0.120 0.295 0.398 2022-09-29 12:29:10,861 - mmdet - INFO - Epoch [5][50/7330] lr: 3.000e-02, eta: 3:15:22, time: 0.273, data_time: 0.101, memory: 4996, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0605, loss_cls: 0.2646, acc: 91.7847, loss_bbox: 0.2418, loss_mask: 0.2759, loss: 0.8847 2022-09-29 12:29:21,299 - mmdet - INFO - Epoch [5][100/7330] lr: 3.000e-02, eta: 3:15:12, time: 0.209, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0550, loss_cls: 0.2439, acc: 92.2830, loss_bbox: 0.2273, loss_mask: 0.2684, loss: 0.8326 2022-09-29 12:29:31,558 - mmdet - INFO - Epoch [5][150/7330] lr: 3.000e-02, eta: 3:15:03, time: 0.205, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0578, loss_cls: 0.2424, acc: 92.1575, loss_bbox: 0.2314, loss_mask: 0.2782, loss: 0.8482 2022-09-29 12:29:41,393 - mmdet - INFO - Epoch [5][200/7330] lr: 3.000e-02, eta: 3:14:53, time: 0.197, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0570, loss_cls: 0.2381, acc: 92.4028, loss_bbox: 0.2286, loss_mask: 0.2694, loss: 0.8311 2022-09-29 12:29:51,361 - mmdet - INFO - Epoch [5][250/7330] lr: 3.000e-02, eta: 3:14:43, time: 0.199, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0555, loss_cls: 0.2340, acc: 92.5842, loss_bbox: 0.2224, loss_mask: 0.2686, loss: 0.8181 2022-09-29 12:30:01,283 - mmdet - INFO - Epoch [5][300/7330] lr: 3.000e-02, eta: 3:14:32, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0573, loss_cls: 0.2434, acc: 92.2329, loss_bbox: 0.2278, loss_mask: 0.2709, loss: 0.8396 2022-09-29 12:30:11,630 - mmdet - INFO - Epoch [5][350/7330] lr: 3.000e-02, eta: 3:14:23, time: 0.207, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0609, loss_cls: 0.2500, acc: 92.0112, loss_bbox: 0.2391, loss_mask: 0.2794, loss: 0.8683 2022-09-29 12:30:22,168 - mmdet - INFO - Epoch [5][400/7330] lr: 3.000e-02, eta: 3:14:14, time: 0.211, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0589, loss_cls: 0.2505, acc: 91.9417, loss_bbox: 0.2434, loss_mask: 0.2754, loss: 0.8674 2022-09-29 12:30:32,352 - mmdet - INFO - Epoch [5][450/7330] lr: 3.000e-02, eta: 3:14:04, time: 0.204, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0579, loss_cls: 0.2559, acc: 91.9272, loss_bbox: 0.2361, loss_mask: 0.2675, loss: 0.8571 2022-09-29 12:30:42,464 - mmdet - INFO - Epoch [5][500/7330] lr: 3.000e-02, eta: 3:13:55, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0597, loss_cls: 0.2476, acc: 92.1414, loss_bbox: 0.2305, loss_mask: 0.2674, loss: 0.8464 2022-09-29 12:30:52,864 - mmdet - INFO - Epoch [5][550/7330] lr: 3.000e-02, eta: 3:13:45, time: 0.208, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0590, loss_cls: 0.2534, acc: 91.9988, loss_bbox: 0.2382, loss_mask: 0.2786, loss: 0.8707 2022-09-29 12:31:03,060 - mmdet - INFO - Epoch [5][600/7330] lr: 3.000e-02, eta: 3:13:36, time: 0.204, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0544, loss_cls: 0.2575, acc: 92.1084, loss_bbox: 0.2253, loss_mask: 0.2718, loss: 0.8469 2022-09-29 12:31:13,130 - mmdet - INFO - Epoch [5][650/7330] lr: 3.000e-02, eta: 3:13:26, time: 0.201, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0608, loss_cls: 0.2496, acc: 92.0630, loss_bbox: 0.2346, loss_mask: 0.2781, loss: 0.8653 2022-09-29 12:31:23,304 - mmdet - INFO - Epoch [5][700/7330] lr: 3.000e-02, eta: 3:13:16, time: 0.203, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0598, loss_cls: 0.2499, acc: 92.2812, loss_bbox: 0.2298, loss_mask: 0.2762, loss: 0.8555 2022-09-29 12:31:33,689 - mmdet - INFO - Epoch [5][750/7330] lr: 3.000e-02, eta: 3:13:07, time: 0.208, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0603, loss_cls: 0.2526, acc: 91.9475, loss_bbox: 0.2386, loss_mask: 0.2780, loss: 0.8703 2022-09-29 12:31:43,543 - mmdet - INFO - Epoch [5][800/7330] lr: 3.000e-02, eta: 3:12:57, time: 0.197, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0579, loss_cls: 0.2483, acc: 92.1484, loss_bbox: 0.2335, loss_mask: 0.2754, loss: 0.8541 2022-09-29 12:31:53,729 - mmdet - INFO - Epoch [5][850/7330] lr: 3.000e-02, eta: 3:12:47, time: 0.204, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0621, loss_cls: 0.2529, acc: 91.9675, loss_bbox: 0.2373, loss_mask: 0.2774, loss: 0.8727 2022-09-29 12:32:03,883 - mmdet - INFO - Epoch [5][900/7330] lr: 3.000e-02, eta: 3:12:37, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0588, loss_cls: 0.2540, acc: 92.0176, loss_bbox: 0.2356, loss_mask: 0.2759, loss: 0.8652 2022-09-29 12:32:13,955 - mmdet - INFO - Epoch [5][950/7330] lr: 3.000e-02, eta: 3:12:27, time: 0.201, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0591, loss_cls: 0.2437, acc: 92.2571, loss_bbox: 0.2264, loss_mask: 0.2725, loss: 0.8436 2022-09-29 12:32:23,610 - mmdet - INFO - Epoch [5][1000/7330] lr: 3.000e-02, eta: 3:12:17, time: 0.193, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0536, loss_cls: 0.2432, acc: 92.4104, loss_bbox: 0.2216, loss_mask: 0.2698, loss: 0.8243 2022-09-29 12:32:33,713 - mmdet - INFO - Epoch [5][1050/7330] lr: 3.000e-02, eta: 3:12:07, time: 0.202, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0592, loss_cls: 0.2432, acc: 92.2236, loss_bbox: 0.2260, loss_mask: 0.2659, loss: 0.8342 2022-09-29 12:32:43,412 - mmdet - INFO - Epoch [5][1100/7330] lr: 3.000e-02, eta: 3:11:56, time: 0.194, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0587, loss_cls: 0.2530, acc: 92.0127, loss_bbox: 0.2316, loss_mask: 0.2773, loss: 0.8600 2022-09-29 12:32:53,059 - mmdet - INFO - Epoch [5][1150/7330] lr: 3.000e-02, eta: 3:11:46, time: 0.193, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0572, loss_cls: 0.2510, acc: 92.0310, loss_bbox: 0.2305, loss_mask: 0.2714, loss: 0.8492 2022-09-29 12:33:03,007 - mmdet - INFO - Epoch [5][1200/7330] lr: 3.000e-02, eta: 3:11:35, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0592, loss_cls: 0.2566, acc: 91.9497, loss_bbox: 0.2349, loss_mask: 0.2742, loss: 0.8647 2022-09-29 12:33:13,075 - mmdet - INFO - Epoch [5][1250/7330] lr: 3.000e-02, eta: 3:11:26, time: 0.201, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0557, loss_cls: 0.2376, acc: 92.5063, loss_bbox: 0.2200, loss_mask: 0.2710, loss: 0.8235 2022-09-29 12:33:23,270 - mmdet - INFO - Epoch [5][1300/7330] lr: 3.000e-02, eta: 3:11:16, time: 0.204, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0574, loss_cls: 0.2593, acc: 91.9038, loss_bbox: 0.2367, loss_mask: 0.2771, loss: 0.8732 2022-09-29 12:33:33,418 - mmdet - INFO - Epoch [5][1350/7330] lr: 3.000e-02, eta: 3:11:06, time: 0.203, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0591, loss_cls: 0.2475, acc: 92.1272, loss_bbox: 0.2301, loss_mask: 0.2675, loss: 0.8416 2022-09-29 12:33:43,259 - mmdet - INFO - Epoch [5][1400/7330] lr: 3.000e-02, eta: 3:10:56, time: 0.197, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0573, loss_cls: 0.2526, acc: 92.0435, loss_bbox: 0.2311, loss_mask: 0.2709, loss: 0.8518 2022-09-29 12:33:53,437 - mmdet - INFO - Epoch [5][1450/7330] lr: 3.000e-02, eta: 3:10:46, time: 0.204, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0557, loss_cls: 0.2483, acc: 92.1877, loss_bbox: 0.2324, loss_mask: 0.2684, loss: 0.8421 2022-09-29 12:34:03,404 - mmdet - INFO - Epoch [5][1500/7330] lr: 3.000e-02, eta: 3:10:36, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0603, loss_cls: 0.2527, acc: 91.8767, loss_bbox: 0.2444, loss_mask: 0.2754, loss: 0.8737 2022-09-29 12:34:13,545 - mmdet - INFO - Epoch [5][1550/7330] lr: 3.000e-02, eta: 3:10:26, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0586, loss_cls: 0.2423, acc: 92.2356, loss_bbox: 0.2349, loss_mask: 0.2768, loss: 0.8509 2022-09-29 12:34:23,722 - mmdet - INFO - Epoch [5][1600/7330] lr: 3.000e-02, eta: 3:10:17, time: 0.204, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0612, loss_cls: 0.2527, acc: 91.9741, loss_bbox: 0.2379, loss_mask: 0.2754, loss: 0.8701 2022-09-29 12:34:33,380 - mmdet - INFO - Epoch [5][1650/7330] lr: 3.000e-02, eta: 3:10:06, time: 0.193, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0582, loss_cls: 0.2425, acc: 92.3354, loss_bbox: 0.2290, loss_mask: 0.2688, loss: 0.8373 2022-09-29 12:34:43,184 - mmdet - INFO - Epoch [5][1700/7330] lr: 3.000e-02, eta: 3:09:56, time: 0.196, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0604, loss_cls: 0.2427, acc: 92.2480, loss_bbox: 0.2313, loss_mask: 0.2754, loss: 0.8464 2022-09-29 12:34:53,049 - mmdet - INFO - Epoch [5][1750/7330] lr: 3.000e-02, eta: 3:09:45, time: 0.197, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0590, loss_cls: 0.2525, acc: 92.1455, loss_bbox: 0.2299, loss_mask: 0.2750, loss: 0.8556 2022-09-29 12:35:03,309 - mmdet - INFO - Epoch [5][1800/7330] lr: 3.000e-02, eta: 3:09:36, time: 0.205, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0612, loss_cls: 0.2538, acc: 91.8730, loss_bbox: 0.2384, loss_mask: 0.2782, loss: 0.8728 2022-09-29 12:35:13,669 - mmdet - INFO - Epoch [5][1850/7330] lr: 3.000e-02, eta: 3:09:26, time: 0.207, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0587, loss_cls: 0.2497, acc: 92.1907, loss_bbox: 0.2343, loss_mask: 0.2737, loss: 0.8569 2022-09-29 12:35:23,846 - mmdet - INFO - Epoch [5][1900/7330] lr: 3.000e-02, eta: 3:09:17, time: 0.204, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0579, loss_cls: 0.2533, acc: 92.0312, loss_bbox: 0.2395, loss_mask: 0.2744, loss: 0.8671 2022-09-29 12:35:33,686 - mmdet - INFO - Epoch [5][1950/7330] lr: 3.000e-02, eta: 3:09:06, time: 0.197, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0587, loss_cls: 0.2564, acc: 91.9224, loss_bbox: 0.2376, loss_mask: 0.2782, loss: 0.8752 2022-09-29 12:35:43,731 - mmdet - INFO - Epoch [5][2000/7330] lr: 3.000e-02, eta: 3:08:56, time: 0.201, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0585, loss_cls: 0.2510, acc: 92.0176, loss_bbox: 0.2375, loss_mask: 0.2761, loss: 0.8642 2022-09-29 12:35:53,527 - mmdet - INFO - Epoch [5][2050/7330] lr: 3.000e-02, eta: 3:08:46, time: 0.196, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0576, loss_cls: 0.2493, acc: 92.1343, loss_bbox: 0.2274, loss_mask: 0.2715, loss: 0.8449 2022-09-29 12:36:03,722 - mmdet - INFO - Epoch [5][2100/7330] lr: 3.000e-02, eta: 3:08:36, time: 0.204, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0557, loss_cls: 0.2480, acc: 92.1411, loss_bbox: 0.2313, loss_mask: 0.2723, loss: 0.8462 2022-09-29 12:36:13,929 - mmdet - INFO - Epoch [5][2150/7330] lr: 3.000e-02, eta: 3:08:27, time: 0.204, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0603, loss_cls: 0.2547, acc: 91.9683, loss_bbox: 0.2341, loss_mask: 0.2719, loss: 0.8618 2022-09-29 12:36:23,573 - mmdet - INFO - Epoch [5][2200/7330] lr: 3.000e-02, eta: 3:08:16, time: 0.193, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0558, loss_cls: 0.2391, acc: 92.4055, loss_bbox: 0.2236, loss_mask: 0.2729, loss: 0.8292 2022-09-29 12:36:33,928 - mmdet - INFO - Epoch [5][2250/7330] lr: 3.000e-02, eta: 3:08:07, time: 0.207, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0551, loss_cls: 0.2520, acc: 92.0508, loss_bbox: 0.2349, loss_mask: 0.2717, loss: 0.8519 2022-09-29 12:36:44,004 - mmdet - INFO - Epoch [5][2300/7330] lr: 3.000e-02, eta: 3:07:57, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0541, loss_cls: 0.2533, acc: 92.0469, loss_bbox: 0.2305, loss_mask: 0.2717, loss: 0.8502 2022-09-29 12:36:53,928 - mmdet - INFO - Epoch [5][2350/7330] lr: 3.000e-02, eta: 3:07:47, time: 0.198, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0580, loss_cls: 0.2428, acc: 92.3501, loss_bbox: 0.2247, loss_mask: 0.2685, loss: 0.8329 2022-09-29 12:37:03,747 - mmdet - INFO - Epoch [5][2400/7330] lr: 3.000e-02, eta: 3:07:36, time: 0.196, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0616, loss_cls: 0.2535, acc: 92.0361, loss_bbox: 0.2282, loss_mask: 0.2746, loss: 0.8596 2022-09-29 12:37:13,948 - mmdet - INFO - Epoch [5][2450/7330] lr: 3.000e-02, eta: 3:07:27, time: 0.204, data_time: 0.040, memory: 4996, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0596, loss_cls: 0.2607, acc: 91.6589, loss_bbox: 0.2433, loss_mask: 0.2805, loss: 0.8852 2022-09-29 12:37:23,914 - mmdet - INFO - Epoch [5][2500/7330] lr: 3.000e-02, eta: 3:07:16, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0598, loss_cls: 0.2521, acc: 91.9846, loss_bbox: 0.2370, loss_mask: 0.2748, loss: 0.8646 2022-09-29 12:37:33,909 - mmdet - INFO - Epoch [5][2550/7330] lr: 3.000e-02, eta: 3:07:06, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0567, loss_cls: 0.2517, acc: 92.1064, loss_bbox: 0.2373, loss_mask: 0.2733, loss: 0.8575 2022-09-29 12:37:44,092 - mmdet - INFO - Epoch [5][2600/7330] lr: 3.000e-02, eta: 3:06:57, time: 0.204, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0596, loss_cls: 0.2523, acc: 91.9121, loss_bbox: 0.2416, loss_mask: 0.2795, loss: 0.8733 2022-09-29 12:37:53,707 - mmdet - INFO - Epoch [5][2650/7330] lr: 3.000e-02, eta: 3:06:46, time: 0.192, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0584, loss_cls: 0.2501, acc: 92.1243, loss_bbox: 0.2339, loss_mask: 0.2799, loss: 0.8638 2022-09-29 12:38:03,624 - mmdet - INFO - Epoch [5][2700/7330] lr: 3.000e-02, eta: 3:06:36, time: 0.198, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0628, loss_cls: 0.2561, acc: 91.7178, loss_bbox: 0.2410, loss_mask: 0.2714, loss: 0.8699 2022-09-29 12:38:13,610 - mmdet - INFO - Epoch [5][2750/7330] lr: 3.000e-02, eta: 3:06:26, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0620, loss_cls: 0.2534, acc: 91.9385, loss_bbox: 0.2419, loss_mask: 0.2726, loss: 0.8701 2022-09-29 12:38:23,635 - mmdet - INFO - Epoch [5][2800/7330] lr: 3.000e-02, eta: 3:06:16, time: 0.201, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0576, loss_cls: 0.2351, acc: 92.4834, loss_bbox: 0.2247, loss_mask: 0.2663, loss: 0.8249 2022-09-29 12:38:33,666 - mmdet - INFO - Epoch [5][2850/7330] lr: 3.000e-02, eta: 3:06:06, time: 0.201, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0575, loss_cls: 0.2525, acc: 91.9509, loss_bbox: 0.2353, loss_mask: 0.2737, loss: 0.8603 2022-09-29 12:38:43,910 - mmdet - INFO - Epoch [5][2900/7330] lr: 3.000e-02, eta: 3:05:56, time: 0.205, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0597, loss_cls: 0.2569, acc: 91.9509, loss_bbox: 0.2365, loss_mask: 0.2731, loss: 0.8690 2022-09-29 12:38:53,561 - mmdet - INFO - Epoch [5][2950/7330] lr: 3.000e-02, eta: 3:05:46, time: 0.193, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0556, loss_cls: 0.2438, acc: 92.3225, loss_bbox: 0.2280, loss_mask: 0.2727, loss: 0.8377 2022-09-29 12:39:03,598 - mmdet - INFO - Epoch [5][3000/7330] lr: 3.000e-02, eta: 3:05:36, time: 0.201, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0587, loss_cls: 0.2400, acc: 92.4612, loss_bbox: 0.2245, loss_mask: 0.2705, loss: 0.8337 2022-09-29 12:39:13,707 - mmdet - INFO - Epoch [5][3050/7330] lr: 3.000e-02, eta: 3:05:26, time: 0.202, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0585, loss_cls: 0.2605, acc: 91.8271, loss_bbox: 0.2419, loss_mask: 0.2754, loss: 0.8770 2022-09-29 12:39:23,643 - mmdet - INFO - Epoch [5][3100/7330] lr: 3.000e-02, eta: 3:05:16, time: 0.199, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0553, loss_cls: 0.2511, acc: 92.1177, loss_bbox: 0.2305, loss_mask: 0.2734, loss: 0.8514 2022-09-29 12:39:33,744 - mmdet - INFO - Epoch [5][3150/7330] lr: 3.000e-02, eta: 3:05:06, time: 0.202, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0605, loss_cls: 0.2598, acc: 91.8037, loss_bbox: 0.2420, loss_mask: 0.2832, loss: 0.8895 2022-09-29 12:39:44,000 - mmdet - INFO - Epoch [5][3200/7330] lr: 3.000e-02, eta: 3:04:56, time: 0.205, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0616, loss_cls: 0.2400, acc: 92.3503, loss_bbox: 0.2276, loss_mask: 0.2858, loss: 0.8565 2022-09-29 12:39:54,197 - mmdet - INFO - Epoch [5][3250/7330] lr: 3.000e-02, eta: 3:04:47, time: 0.204, data_time: 0.026, memory: 4996, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0577, loss_cls: 0.2402, acc: 92.2378, loss_bbox: 0.2300, loss_mask: 0.2675, loss: 0.8384 2022-09-29 12:40:04,062 - mmdet - INFO - Epoch [5][3300/7330] lr: 3.000e-02, eta: 3:04:36, time: 0.197, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0572, loss_cls: 0.2434, acc: 92.2993, loss_bbox: 0.2272, loss_mask: 0.2680, loss: 0.8347 2022-09-29 12:40:13,918 - mmdet - INFO - Epoch [5][3350/7330] lr: 3.000e-02, eta: 3:04:26, time: 0.197, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0557, loss_cls: 0.2418, acc: 92.3445, loss_bbox: 0.2282, loss_mask: 0.2736, loss: 0.8401 2022-09-29 12:40:23,797 - mmdet - INFO - Epoch [5][3400/7330] lr: 3.000e-02, eta: 3:04:16, time: 0.198, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0586, loss_cls: 0.2508, acc: 92.0420, loss_bbox: 0.2325, loss_mask: 0.2700, loss: 0.8527 2022-09-29 12:40:33,614 - mmdet - INFO - Epoch [5][3450/7330] lr: 3.000e-02, eta: 3:04:06, time: 0.196, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0589, loss_cls: 0.2427, acc: 92.1851, loss_bbox: 0.2355, loss_mask: 0.2767, loss: 0.8554 2022-09-29 12:40:43,500 - mmdet - INFO - Epoch [5][3500/7330] lr: 3.000e-02, eta: 3:03:55, time: 0.198, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0587, loss_cls: 0.2463, acc: 92.2317, loss_bbox: 0.2285, loss_mask: 0.2662, loss: 0.8395 2022-09-29 12:40:53,312 - mmdet - INFO - Epoch [5][3550/7330] lr: 3.000e-02, eta: 3:03:45, time: 0.196, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0548, loss_cls: 0.2385, acc: 92.4956, loss_bbox: 0.2247, loss_mask: 0.2677, loss: 0.8257 2022-09-29 12:41:03,624 - mmdet - INFO - Epoch [5][3600/7330] lr: 3.000e-02, eta: 3:03:36, time: 0.206, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0614, loss_cls: 0.2571, acc: 91.8311, loss_bbox: 0.2440, loss_mask: 0.2812, loss: 0.8874 2022-09-29 12:41:13,497 - mmdet - INFO - Epoch [5][3650/7330] lr: 3.000e-02, eta: 3:03:25, time: 0.197, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0593, loss_cls: 0.2483, acc: 91.9746, loss_bbox: 0.2397, loss_mask: 0.2737, loss: 0.8603 2022-09-29 12:41:23,376 - mmdet - INFO - Epoch [5][3700/7330] lr: 3.000e-02, eta: 3:03:15, time: 0.198, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0579, loss_cls: 0.2532, acc: 92.1509, loss_bbox: 0.2330, loss_mask: 0.2755, loss: 0.8613 2022-09-29 12:41:33,360 - mmdet - INFO - Epoch [5][3750/7330] lr: 3.000e-02, eta: 3:03:05, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0591, loss_cls: 0.2541, acc: 91.9844, loss_bbox: 0.2387, loss_mask: 0.2708, loss: 0.8645 2022-09-29 12:41:43,278 - mmdet - INFO - Epoch [5][3800/7330] lr: 3.000e-02, eta: 3:02:55, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0575, loss_cls: 0.2432, acc: 92.1995, loss_bbox: 0.2348, loss_mask: 0.2657, loss: 0.8406 2022-09-29 12:41:53,001 - mmdet - INFO - Epoch [5][3850/7330] lr: 3.000e-02, eta: 3:02:44, time: 0.195, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0607, loss_cls: 0.2559, acc: 91.8008, loss_bbox: 0.2449, loss_mask: 0.2762, loss: 0.8792 2022-09-29 12:42:03,154 - mmdet - INFO - Epoch [5][3900/7330] lr: 3.000e-02, eta: 3:02:35, time: 0.203, data_time: 0.044, memory: 4996, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0580, loss_cls: 0.2486, acc: 92.0117, loss_bbox: 0.2346, loss_mask: 0.2713, loss: 0.8550 2022-09-29 12:42:13,815 - mmdet - INFO - Epoch [5][3950/7330] lr: 3.000e-02, eta: 3:02:26, time: 0.213, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0620, loss_cls: 0.2601, acc: 91.6865, loss_bbox: 0.2436, loss_mask: 0.2684, loss: 0.8793 2022-09-29 12:42:23,807 - mmdet - INFO - Epoch [5][4000/7330] lr: 3.000e-02, eta: 3:02:16, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0608, loss_cls: 0.2461, acc: 92.2085, loss_bbox: 0.2301, loss_mask: 0.2824, loss: 0.8592 2022-09-29 12:42:33,577 - mmdet - INFO - Epoch [5][4050/7330] lr: 3.000e-02, eta: 3:02:05, time: 0.195, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0584, loss_cls: 0.2406, acc: 92.3081, loss_bbox: 0.2265, loss_mask: 0.2732, loss: 0.8413 2022-09-29 12:42:43,130 - mmdet - INFO - Epoch [5][4100/7330] lr: 3.000e-02, eta: 3:01:55, time: 0.191, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0540, loss_cls: 0.2368, acc: 92.5532, loss_bbox: 0.2203, loss_mask: 0.2695, loss: 0.8186 2022-09-29 12:42:52,969 - mmdet - INFO - Epoch [5][4150/7330] lr: 3.000e-02, eta: 3:01:44, time: 0.197, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0549, loss_cls: 0.2468, acc: 92.2546, loss_bbox: 0.2293, loss_mask: 0.2763, loss: 0.8467 2022-09-29 12:43:02,989 - mmdet - INFO - Epoch [5][4200/7330] lr: 3.000e-02, eta: 3:01:34, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0572, loss_cls: 0.2417, acc: 92.2896, loss_bbox: 0.2320, loss_mask: 0.2744, loss: 0.8468 2022-09-29 12:43:12,719 - mmdet - INFO - Epoch [5][4250/7330] lr: 3.000e-02, eta: 3:01:24, time: 0.195, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0555, loss_cls: 0.2378, acc: 92.5247, loss_bbox: 0.2230, loss_mask: 0.2700, loss: 0.8238 2022-09-29 12:43:22,882 - mmdet - INFO - Epoch [5][4300/7330] lr: 3.000e-02, eta: 3:01:14, time: 0.203, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0572, loss_cls: 0.2500, acc: 92.2136, loss_bbox: 0.2276, loss_mask: 0.2745, loss: 0.8523 2022-09-29 12:43:32,907 - mmdet - INFO - Epoch [5][4350/7330] lr: 3.000e-02, eta: 3:01:04, time: 0.201, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0588, loss_cls: 0.2491, acc: 92.2046, loss_bbox: 0.2309, loss_mask: 0.2715, loss: 0.8569 2022-09-29 12:43:42,888 - mmdet - INFO - Epoch [5][4400/7330] lr: 3.000e-02, eta: 3:00:54, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0569, loss_cls: 0.2442, acc: 92.3198, loss_bbox: 0.2218, loss_mask: 0.2688, loss: 0.8330 2022-09-29 12:43:53,043 - mmdet - INFO - Epoch [5][4450/7330] lr: 3.000e-02, eta: 3:00:44, time: 0.203, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0549, loss_cls: 0.2451, acc: 92.1851, loss_bbox: 0.2361, loss_mask: 0.2749, loss: 0.8505 2022-09-29 12:44:03,248 - mmdet - INFO - Epoch [5][4500/7330] lr: 3.000e-02, eta: 3:00:35, time: 0.204, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0570, loss_cls: 0.2478, acc: 92.0410, loss_bbox: 0.2355, loss_mask: 0.2675, loss: 0.8465 2022-09-29 12:44:13,139 - mmdet - INFO - Epoch [5][4550/7330] lr: 3.000e-02, eta: 3:00:24, time: 0.198, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0535, loss_cls: 0.2450, acc: 92.3284, loss_bbox: 0.2266, loss_mask: 0.2698, loss: 0.8333 2022-09-29 12:44:23,608 - mmdet - INFO - Epoch [5][4600/7330] lr: 3.000e-02, eta: 3:00:15, time: 0.209, data_time: 0.041, memory: 4996, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0603, loss_cls: 0.2555, acc: 91.8760, loss_bbox: 0.2412, loss_mask: 0.2788, loss: 0.8773 2022-09-29 12:44:34,115 - mmdet - INFO - Epoch [5][4650/7330] lr: 3.000e-02, eta: 3:00:06, time: 0.210, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0565, loss_cls: 0.2380, acc: 92.3933, loss_bbox: 0.2335, loss_mask: 0.2681, loss: 0.8355 2022-09-29 12:44:43,995 - mmdet - INFO - Epoch [5][4700/7330] lr: 3.000e-02, eta: 2:59:56, time: 0.198, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0574, loss_cls: 0.2452, acc: 92.2661, loss_bbox: 0.2296, loss_mask: 0.2744, loss: 0.8471 2022-09-29 12:44:54,030 - mmdet - INFO - Epoch [5][4750/7330] lr: 3.000e-02, eta: 2:59:46, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0579, loss_cls: 0.2571, acc: 91.8926, loss_bbox: 0.2376, loss_mask: 0.2665, loss: 0.8577 2022-09-29 12:45:03,803 - mmdet - INFO - Epoch [5][4800/7330] lr: 3.000e-02, eta: 2:59:35, time: 0.195, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0534, loss_cls: 0.2330, acc: 92.6838, loss_bbox: 0.2187, loss_mask: 0.2693, loss: 0.8103 2022-09-29 12:45:13,781 - mmdet - INFO - Epoch [5][4850/7330] lr: 3.000e-02, eta: 2:59:25, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0593, loss_cls: 0.2567, acc: 92.1152, loss_bbox: 0.2362, loss_mask: 0.2708, loss: 0.8658 2022-09-29 12:45:23,778 - mmdet - INFO - Epoch [5][4900/7330] lr: 3.000e-02, eta: 2:59:15, time: 0.200, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0593, loss_cls: 0.2502, acc: 91.9941, loss_bbox: 0.2327, loss_mask: 0.2781, loss: 0.8633 2022-09-29 12:45:33,884 - mmdet - INFO - Epoch [5][4950/7330] lr: 3.000e-02, eta: 2:59:05, time: 0.202, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0576, loss_cls: 0.2473, acc: 92.2222, loss_bbox: 0.2329, loss_mask: 0.2762, loss: 0.8531 2022-09-29 12:45:44,308 - mmdet - INFO - Epoch [5][5000/7330] lr: 3.000e-02, eta: 2:58:56, time: 0.208, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0588, loss_cls: 0.2592, acc: 91.7234, loss_bbox: 0.2387, loss_mask: 0.2626, loss: 0.8601 2022-09-29 12:45:54,402 - mmdet - INFO - Epoch [5][5050/7330] lr: 3.000e-02, eta: 2:58:46, time: 0.202, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0582, loss_cls: 0.2542, acc: 92.0762, loss_bbox: 0.2319, loss_mask: 0.2743, loss: 0.8575 2022-09-29 12:46:04,456 - mmdet - INFO - Epoch [5][5100/7330] lr: 3.000e-02, eta: 2:58:36, time: 0.201, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0585, loss_cls: 0.2570, acc: 91.9580, loss_bbox: 0.2361, loss_mask: 0.2780, loss: 0.8714 2022-09-29 12:46:14,255 - mmdet - INFO - Epoch [5][5150/7330] lr: 3.000e-02, eta: 2:58:26, time: 0.196, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0574, loss_cls: 0.2485, acc: 92.4414, loss_bbox: 0.2269, loss_mask: 0.2685, loss: 0.8424 2022-09-29 12:46:24,682 - mmdet - INFO - Epoch [5][5200/7330] lr: 3.000e-02, eta: 2:58:17, time: 0.208, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0589, loss_cls: 0.2595, acc: 91.8445, loss_bbox: 0.2423, loss_mask: 0.2828, loss: 0.8887 2022-09-29 12:46:34,911 - mmdet - INFO - Epoch [5][5250/7330] lr: 3.000e-02, eta: 2:58:07, time: 0.205, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0543, loss_cls: 0.2471, acc: 92.2822, loss_bbox: 0.2293, loss_mask: 0.2735, loss: 0.8442 2022-09-29 12:46:44,837 - mmdet - INFO - Epoch [5][5300/7330] lr: 3.000e-02, eta: 2:57:57, time: 0.199, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0553, loss_cls: 0.2394, acc: 92.5786, loss_bbox: 0.2240, loss_mask: 0.2720, loss: 0.8291 2022-09-29 12:46:55,133 - mmdet - INFO - Epoch [5][5350/7330] lr: 3.000e-02, eta: 2:57:47, time: 0.206, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0591, loss_cls: 0.2575, acc: 91.7310, loss_bbox: 0.2418, loss_mask: 0.2698, loss: 0.8709 2022-09-29 12:47:05,190 - mmdet - INFO - Epoch [5][5400/7330] lr: 3.000e-02, eta: 2:57:37, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0538, loss_cls: 0.2432, acc: 92.3801, loss_bbox: 0.2247, loss_mask: 0.2627, loss: 0.8214 2022-09-29 12:47:15,359 - mmdet - INFO - Epoch [5][5450/7330] lr: 3.000e-02, eta: 2:57:27, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0552, loss_cls: 0.2554, acc: 92.0203, loss_bbox: 0.2334, loss_mask: 0.2704, loss: 0.8562 2022-09-29 12:47:25,649 - mmdet - INFO - Epoch [5][5500/7330] lr: 3.000e-02, eta: 2:57:18, time: 0.206, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0601, loss_cls: 0.2581, acc: 92.0115, loss_bbox: 0.2334, loss_mask: 0.2787, loss: 0.8711 2022-09-29 12:47:36,015 - mmdet - INFO - Epoch [5][5550/7330] lr: 3.000e-02, eta: 2:57:08, time: 0.207, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0565, loss_cls: 0.2508, acc: 92.2666, loss_bbox: 0.2320, loss_mask: 0.2713, loss: 0.8504 2022-09-29 12:47:46,381 - mmdet - INFO - Epoch [5][5600/7330] lr: 3.000e-02, eta: 2:56:59, time: 0.207, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0580, loss_cls: 0.2514, acc: 91.9431, loss_bbox: 0.2425, loss_mask: 0.2697, loss: 0.8621 2022-09-29 12:47:56,600 - mmdet - INFO - Epoch [5][5650/7330] lr: 3.000e-02, eta: 2:56:49, time: 0.204, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0604, loss_cls: 0.2574, acc: 91.9646, loss_bbox: 0.2415, loss_mask: 0.2775, loss: 0.8770 2022-09-29 12:48:07,022 - mmdet - INFO - Epoch [5][5700/7330] lr: 3.000e-02, eta: 2:56:40, time: 0.208, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0599, loss_cls: 0.2545, acc: 91.9341, loss_bbox: 0.2418, loss_mask: 0.2730, loss: 0.8717 2022-09-29 12:48:17,084 - mmdet - INFO - Epoch [5][5750/7330] lr: 3.000e-02, eta: 2:56:30, time: 0.201, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0560, loss_cls: 0.2456, acc: 92.2632, loss_bbox: 0.2291, loss_mask: 0.2739, loss: 0.8451 2022-09-29 12:48:27,300 - mmdet - INFO - Epoch [5][5800/7330] lr: 3.000e-02, eta: 2:56:20, time: 0.204, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0586, loss_cls: 0.2484, acc: 92.1235, loss_bbox: 0.2401, loss_mask: 0.2697, loss: 0.8545 2022-09-29 12:48:37,589 - mmdet - INFO - Epoch [5][5850/7330] lr: 3.000e-02, eta: 2:56:11, time: 0.206, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0578, loss_cls: 0.2515, acc: 92.0239, loss_bbox: 0.2329, loss_mask: 0.2708, loss: 0.8544 2022-09-29 12:48:47,770 - mmdet - INFO - Epoch [5][5900/7330] lr: 3.000e-02, eta: 2:56:01, time: 0.204, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0592, loss_cls: 0.2377, acc: 92.4517, loss_bbox: 0.2255, loss_mask: 0.2716, loss: 0.8356 2022-09-29 12:48:58,066 - mmdet - INFO - Epoch [5][5950/7330] lr: 3.000e-02, eta: 2:55:51, time: 0.206, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0580, loss_cls: 0.2430, acc: 92.2871, loss_bbox: 0.2292, loss_mask: 0.2741, loss: 0.8447 2022-09-29 12:49:08,051 - mmdet - INFO - Epoch [5][6000/7330] lr: 3.000e-02, eta: 2:55:41, time: 0.200, data_time: 0.026, memory: 4996, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0563, loss_cls: 0.2536, acc: 92.2058, loss_bbox: 0.2251, loss_mask: 0.2680, loss: 0.8417 2022-09-29 12:49:18,242 - mmdet - INFO - Epoch [5][6050/7330] lr: 3.000e-02, eta: 2:55:31, time: 0.204, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0615, loss_cls: 0.2535, acc: 92.0750, loss_bbox: 0.2355, loss_mask: 0.2785, loss: 0.8719 2022-09-29 12:49:28,302 - mmdet - INFO - Epoch [5][6100/7330] lr: 3.000e-02, eta: 2:55:22, time: 0.201, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0586, loss_cls: 0.2509, acc: 92.1323, loss_bbox: 0.2311, loss_mask: 0.2713, loss: 0.8546 2022-09-29 12:49:38,369 - mmdet - INFO - Epoch [5][6150/7330] lr: 3.000e-02, eta: 2:55:12, time: 0.201, data_time: 0.043, memory: 4996, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0578, loss_cls: 0.2470, acc: 92.1179, loss_bbox: 0.2348, loss_mask: 0.2764, loss: 0.8563 2022-09-29 12:49:48,638 - mmdet - INFO - Epoch [5][6200/7330] lr: 3.000e-02, eta: 2:55:02, time: 0.205, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0608, loss_cls: 0.2624, acc: 91.6179, loss_bbox: 0.2464, loss_mask: 0.2795, loss: 0.8905 2022-09-29 12:49:58,488 - mmdet - INFO - Epoch [5][6250/7330] lr: 3.000e-02, eta: 2:54:52, time: 0.197, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0595, loss_cls: 0.2440, acc: 92.3296, loss_bbox: 0.2269, loss_mask: 0.2680, loss: 0.8443 2022-09-29 12:50:08,655 - mmdet - INFO - Epoch [5][6300/7330] lr: 3.000e-02, eta: 2:54:42, time: 0.203, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0568, loss_cls: 0.2373, acc: 92.5391, loss_bbox: 0.2261, loss_mask: 0.2708, loss: 0.8313 2022-09-29 12:50:18,743 - mmdet - INFO - Epoch [5][6350/7330] lr: 3.000e-02, eta: 2:54:32, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0569, loss_cls: 0.2477, acc: 92.1123, loss_bbox: 0.2340, loss_mask: 0.2717, loss: 0.8520 2022-09-29 12:50:28,824 - mmdet - INFO - Epoch [5][6400/7330] lr: 3.000e-02, eta: 2:54:22, time: 0.202, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0590, loss_cls: 0.2476, acc: 92.1951, loss_bbox: 0.2341, loss_mask: 0.2714, loss: 0.8533 2022-09-29 12:50:38,654 - mmdet - INFO - Epoch [5][6450/7330] lr: 3.000e-02, eta: 2:54:12, time: 0.197, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0584, loss_cls: 0.2419, acc: 92.4023, loss_bbox: 0.2300, loss_mask: 0.2707, loss: 0.8412 2022-09-29 12:50:48,658 - mmdet - INFO - Epoch [5][6500/7330] lr: 3.000e-02, eta: 2:54:02, time: 0.200, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0585, loss_cls: 0.2430, acc: 92.2883, loss_bbox: 0.2286, loss_mask: 0.2728, loss: 0.8440 2022-09-29 12:50:58,811 - mmdet - INFO - Epoch [5][6550/7330] lr: 3.000e-02, eta: 2:53:52, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0556, loss_cls: 0.2457, acc: 92.3057, loss_bbox: 0.2286, loss_mask: 0.2686, loss: 0.8389 2022-09-29 12:51:08,733 - mmdet - INFO - Epoch [5][6600/7330] lr: 3.000e-02, eta: 2:53:42, time: 0.198, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0590, loss_cls: 0.2551, acc: 92.0532, loss_bbox: 0.2324, loss_mask: 0.2703, loss: 0.8562 2022-09-29 12:51:18,813 - mmdet - INFO - Epoch [5][6650/7330] lr: 3.000e-02, eta: 2:53:32, time: 0.202, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0570, loss_cls: 0.2453, acc: 92.3062, loss_bbox: 0.2275, loss_mask: 0.2716, loss: 0.8439 2022-09-29 12:51:28,777 - mmdet - INFO - Epoch [5][6700/7330] lr: 3.000e-02, eta: 2:53:22, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0576, loss_cls: 0.2481, acc: 92.1208, loss_bbox: 0.2324, loss_mask: 0.2774, loss: 0.8545 2022-09-29 12:51:38,670 - mmdet - INFO - Epoch [5][6750/7330] lr: 3.000e-02, eta: 2:53:12, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0545, loss_cls: 0.2444, acc: 92.3682, loss_bbox: 0.2277, loss_mask: 0.2713, loss: 0.8371 2022-09-29 12:51:48,842 - mmdet - INFO - Epoch [5][6800/7330] lr: 3.000e-02, eta: 2:53:02, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0594, loss_cls: 0.2446, acc: 92.1946, loss_bbox: 0.2266, loss_mask: 0.2675, loss: 0.8399 2022-09-29 12:51:59,232 - mmdet - INFO - Epoch [5][6850/7330] lr: 3.000e-02, eta: 2:52:52, time: 0.208, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0550, loss_cls: 0.2519, acc: 92.0181, loss_bbox: 0.2343, loss_mask: 0.2702, loss: 0.8523 2022-09-29 12:52:09,449 - mmdet - INFO - Epoch [5][6900/7330] lr: 3.000e-02, eta: 2:52:43, time: 0.204, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0573, loss_cls: 0.2611, acc: 91.7625, loss_bbox: 0.2407, loss_mask: 0.2748, loss: 0.8747 2022-09-29 12:52:19,390 - mmdet - INFO - Epoch [5][6950/7330] lr: 3.000e-02, eta: 2:52:33, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0556, loss_cls: 0.2629, acc: 91.6987, loss_bbox: 0.2468, loss_mask: 0.2785, loss: 0.8821 2022-09-29 12:52:29,827 - mmdet - INFO - Epoch [5][7000/7330] lr: 3.000e-02, eta: 2:52:23, time: 0.209, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0576, loss_cls: 0.2543, acc: 92.0630, loss_bbox: 0.2312, loss_mask: 0.2711, loss: 0.8568 2022-09-29 12:52:39,801 - mmdet - INFO - Epoch [5][7050/7330] lr: 3.000e-02, eta: 2:52:13, time: 0.199, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0567, loss_cls: 0.2503, acc: 92.1023, loss_bbox: 0.2322, loss_mask: 0.2744, loss: 0.8520 2022-09-29 12:52:49,633 - mmdet - INFO - Epoch [5][7100/7330] lr: 3.000e-02, eta: 2:52:03, time: 0.197, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0580, loss_cls: 0.2629, acc: 91.8228, loss_bbox: 0.2357, loss_mask: 0.2751, loss: 0.8733 2022-09-29 12:52:59,464 - mmdet - INFO - Epoch [5][7150/7330] lr: 3.000e-02, eta: 2:51:52, time: 0.197, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0593, loss_cls: 0.2455, acc: 92.2769, loss_bbox: 0.2334, loss_mask: 0.2764, loss: 0.8533 2022-09-29 12:53:09,572 - mmdet - INFO - Epoch [5][7200/7330] lr: 3.000e-02, eta: 2:51:43, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0584, loss_cls: 0.2453, acc: 92.3613, loss_bbox: 0.2259, loss_mask: 0.2695, loss: 0.8410 2022-09-29 12:53:19,521 - mmdet - INFO - Epoch [5][7250/7330] lr: 3.000e-02, eta: 2:51:33, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0547, loss_cls: 0.2390, acc: 92.4568, loss_bbox: 0.2321, loss_mask: 0.2791, loss: 0.8440 2022-09-29 12:53:29,579 - mmdet - INFO - Epoch [5][7300/7330] lr: 3.000e-02, eta: 2:51:23, time: 0.201, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0574, loss_cls: 0.2317, acc: 92.5693, loss_bbox: 0.2231, loss_mask: 0.2651, loss: 0.8164 2022-09-29 12:53:35,961 - mmdet - INFO - Saving checkpoint at 5 epochs 2022-09-29 12:54:25,122 - mmdet - INFO - Evaluating bbox... 2022-09-29 12:54:58,640 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.312 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.499 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.341 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 ] = 0.343 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.401 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.475 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.475 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.475 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 ] = 0.518 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.599 2022-09-29 12:54:58,641 - mmdet - INFO - Evaluating segm... 2022-09-29 12:55:35,665 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.288 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.472 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.306 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.126 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.309 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.420 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.435 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.435 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.435 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.238 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.479 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.568 2022-09-29 12:55:36,336 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_mask-rcnn_1x_coco_lr3e-2_wd5e-5/best_bbox_mAP_epoch_4.pth was removed 2022-09-29 12:55:37,220 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_5.pth. 2022-09-29 12:55:37,221 - mmdet - INFO - Best bbox_mAP is 0.3120 at 5 epoch. 2022-09-29 12:55:37,222 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 12:55:37,222 - mmdet - INFO - Epoch(val) [5][625] bbox_mAP: 0.3120, bbox_mAP_50: 0.4990, bbox_mAP_75: 0.3410, bbox_mAP_s: 0.1730, bbox_mAP_m: 0.3430, bbox_mAP_l: 0.4010, bbox_mAP_copypaste: 0.312 0.499 0.341 0.173 0.343 0.401, segm_mAP: 0.2880, segm_mAP_50: 0.4720, segm_mAP_75: 0.3060, segm_mAP_s: 0.1260, segm_mAP_m: 0.3090, segm_mAP_l: 0.4200, segm_mAP_copypaste: 0.288 0.472 0.306 0.126 0.309 0.420 2022-09-29 12:55:50,103 - mmdet - INFO - Epoch [6][50/7330] lr: 3.000e-02, eta: 2:51:02, time: 0.257, data_time: 0.090, memory: 4996, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0535, loss_cls: 0.2399, acc: 92.3113, loss_bbox: 0.2265, loss_mask: 0.2655, loss: 0.8223 2022-09-29 12:56:00,641 - mmdet - INFO - Epoch [6][100/7330] lr: 3.000e-02, eta: 2:50:53, time: 0.211, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0595, loss_cls: 0.2547, acc: 91.8582, loss_bbox: 0.2389, loss_mask: 0.2757, loss: 0.8669 2022-09-29 12:56:10,631 - mmdet - INFO - Epoch [6][150/7330] lr: 3.000e-02, eta: 2:50:43, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0607, loss_cls: 0.2526, acc: 92.0166, loss_bbox: 0.2345, loss_mask: 0.2726, loss: 0.8619 2022-09-29 12:56:20,848 - mmdet - INFO - Epoch [6][200/7330] lr: 3.000e-02, eta: 2:50:33, time: 0.204, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0558, loss_cls: 0.2318, acc: 92.4763, loss_bbox: 0.2309, loss_mask: 0.2717, loss: 0.8299 2022-09-29 12:56:30,976 - mmdet - INFO - Epoch [6][250/7330] lr: 3.000e-02, eta: 2:50:23, time: 0.203, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0578, loss_cls: 0.2368, acc: 92.3760, loss_bbox: 0.2258, loss_mask: 0.2663, loss: 0.8243 2022-09-29 12:56:41,434 - mmdet - INFO - Epoch [6][300/7330] lr: 3.000e-02, eta: 2:50:14, time: 0.209, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0551, loss_cls: 0.2435, acc: 92.2271, loss_bbox: 0.2289, loss_mask: 0.2675, loss: 0.8325 2022-09-29 12:56:51,423 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 12:56:51,424 - mmdet - INFO - Epoch [6][350/7330] lr: 3.000e-02, eta: 2:50:04, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0560, loss_cls: 0.2363, acc: 92.4431, loss_bbox: 0.2288, loss_mask: 0.2608, loss: 0.8188 2022-09-29 12:57:01,812 - mmdet - INFO - Epoch [6][400/7330] lr: 3.000e-02, eta: 2:49:54, time: 0.208, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0574, loss_cls: 0.2385, acc: 92.3826, loss_bbox: 0.2289, loss_mask: 0.2655, loss: 0.8281 2022-09-29 12:57:12,149 - mmdet - INFO - Epoch [6][450/7330] lr: 3.000e-02, eta: 2:49:45, time: 0.207, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0600, loss_cls: 0.2392, acc: 92.2615, loss_bbox: 0.2303, loss_mask: 0.2683, loss: 0.8359 2022-09-29 12:57:22,150 - mmdet - INFO - Epoch [6][500/7330] lr: 3.000e-02, eta: 2:49:35, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0552, loss_cls: 0.2345, acc: 92.5012, loss_bbox: 0.2225, loss_mask: 0.2671, loss: 0.8146 2022-09-29 12:57:32,228 - mmdet - INFO - Epoch [6][550/7330] lr: 3.000e-02, eta: 2:49:25, time: 0.202, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0555, loss_cls: 0.2321, acc: 92.4268, loss_bbox: 0.2304, loss_mask: 0.2642, loss: 0.8187 2022-09-29 12:57:42,637 - mmdet - INFO - Epoch [6][600/7330] lr: 3.000e-02, eta: 2:49:15, time: 0.208, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0584, loss_cls: 0.2466, acc: 92.1836, loss_bbox: 0.2315, loss_mask: 0.2732, loss: 0.8466 2022-09-29 12:57:53,050 - mmdet - INFO - Epoch [6][650/7330] lr: 3.000e-02, eta: 2:49:06, time: 0.208, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0557, loss_cls: 0.2396, acc: 92.3105, loss_bbox: 0.2301, loss_mask: 0.2654, loss: 0.8289 2022-09-29 12:58:03,563 - mmdet - INFO - Epoch [6][700/7330] lr: 3.000e-02, eta: 2:48:56, time: 0.210, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0586, loss_cls: 0.2469, acc: 91.9690, loss_bbox: 0.2373, loss_mask: 0.2719, loss: 0.8523 2022-09-29 12:58:13,726 - mmdet - INFO - Epoch [6][750/7330] lr: 3.000e-02, eta: 2:48:47, time: 0.203, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0600, loss_cls: 0.2429, acc: 92.2358, loss_bbox: 0.2346, loss_mask: 0.2753, loss: 0.8512 2022-09-29 12:58:23,698 - mmdet - INFO - Epoch [6][800/7330] lr: 3.000e-02, eta: 2:48:37, time: 0.199, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0562, loss_cls: 0.2536, acc: 92.0784, loss_bbox: 0.2352, loss_mask: 0.2706, loss: 0.8549 2022-09-29 12:58:33,550 - mmdet - INFO - Epoch [6][850/7330] lr: 3.000e-02, eta: 2:48:26, time: 0.197, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0517, loss_cls: 0.2279, acc: 92.6106, loss_bbox: 0.2218, loss_mask: 0.2632, loss: 0.7990 2022-09-29 12:58:43,792 - mmdet - INFO - Epoch [6][900/7330] lr: 3.000e-02, eta: 2:48:17, time: 0.205, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0587, loss_cls: 0.2447, acc: 92.3638, loss_bbox: 0.2280, loss_mask: 0.2684, loss: 0.8389 2022-09-29 12:58:53,867 - mmdet - INFO - Epoch [6][950/7330] lr: 3.000e-02, eta: 2:48:07, time: 0.201, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0547, loss_cls: 0.2463, acc: 92.3599, loss_bbox: 0.2256, loss_mask: 0.2663, loss: 0.8310 2022-09-29 12:59:04,181 - mmdet - INFO - Epoch [6][1000/7330] lr: 3.000e-02, eta: 2:47:57, time: 0.206, data_time: 0.040, memory: 4996, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0595, loss_cls: 0.2515, acc: 91.9482, loss_bbox: 0.2393, loss_mask: 0.2696, loss: 0.8587 2022-09-29 12:59:14,577 - mmdet - INFO - Epoch [6][1050/7330] lr: 3.000e-02, eta: 2:47:48, time: 0.208, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0615, loss_cls: 0.2435, acc: 92.1548, loss_bbox: 0.2336, loss_mask: 0.2787, loss: 0.8599 2022-09-29 12:59:24,386 - mmdet - INFO - Epoch [6][1100/7330] lr: 3.000e-02, eta: 2:47:37, time: 0.196, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0578, loss_cls: 0.2399, acc: 92.1926, loss_bbox: 0.2266, loss_mask: 0.2706, loss: 0.8340 2022-09-29 12:59:34,425 - mmdet - INFO - Epoch [6][1150/7330] lr: 3.000e-02, eta: 2:47:27, time: 0.201, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0581, loss_cls: 0.2478, acc: 92.1384, loss_bbox: 0.2347, loss_mask: 0.2691, loss: 0.8497 2022-09-29 12:59:44,940 - mmdet - INFO - Epoch [6][1200/7330] lr: 3.000e-02, eta: 2:47:18, time: 0.210, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0617, loss_cls: 0.2479, acc: 92.0181, loss_bbox: 0.2320, loss_mask: 0.2688, loss: 0.8516 2022-09-29 12:59:54,753 - mmdet - INFO - Epoch [6][1250/7330] lr: 3.000e-02, eta: 2:47:08, time: 0.196, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0572, loss_cls: 0.2393, acc: 92.4211, loss_bbox: 0.2253, loss_mask: 0.2722, loss: 0.8341 2022-09-29 13:00:04,585 - mmdet - INFO - Epoch [6][1300/7330] lr: 3.000e-02, eta: 2:46:57, time: 0.197, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0545, loss_cls: 0.2314, acc: 92.6509, loss_bbox: 0.2202, loss_mask: 0.2685, loss: 0.8127 2022-09-29 13:00:14,348 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 13:00:14,349 - mmdet - INFO - Epoch [6][1350/7330] lr: 3.000e-02, eta: 2:46:47, time: 0.195, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0552, loss_cls: 0.2371, acc: 92.4160, loss_bbox: 0.2252, loss_mask: 0.2688, loss: 0.8240 2022-09-29 13:00:24,452 - mmdet - INFO - Epoch [6][1400/7330] lr: 3.000e-02, eta: 2:46:37, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0577, loss_cls: 0.2430, acc: 92.2910, loss_bbox: 0.2315, loss_mask: 0.2734, loss: 0.8434 2022-09-29 13:00:34,538 - mmdet - INFO - Epoch [6][1450/7330] lr: 3.000e-02, eta: 2:46:27, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0572, loss_cls: 0.2358, acc: 92.3821, loss_bbox: 0.2278, loss_mask: 0.2703, loss: 0.8294 2022-09-29 13:00:44,824 - mmdet - INFO - Epoch [6][1500/7330] lr: 3.000e-02, eta: 2:46:18, time: 0.206, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0597, loss_cls: 0.2438, acc: 92.1953, loss_bbox: 0.2281, loss_mask: 0.2706, loss: 0.8408 2022-09-29 13:00:54,922 - mmdet - INFO - Epoch [6][1550/7330] lr: 3.000e-02, eta: 2:46:08, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0570, loss_cls: 0.2357, acc: 92.3564, loss_bbox: 0.2252, loss_mask: 0.2607, loss: 0.8157 2022-09-29 13:01:04,725 - mmdet - INFO - Epoch [6][1600/7330] lr: 3.000e-02, eta: 2:45:57, time: 0.196, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0563, loss_cls: 0.2391, acc: 92.4421, loss_bbox: 0.2234, loss_mask: 0.2700, loss: 0.8283 2022-09-29 13:01:14,999 - mmdet - INFO - Epoch [6][1650/7330] lr: 3.000e-02, eta: 2:45:48, time: 0.205, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0571, loss_cls: 0.2446, acc: 92.1113, loss_bbox: 0.2339, loss_mask: 0.2718, loss: 0.8461 2022-09-29 13:01:25,180 - mmdet - INFO - Epoch [6][1700/7330] lr: 3.000e-02, eta: 2:45:38, time: 0.204, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0603, loss_cls: 0.2451, acc: 92.1062, loss_bbox: 0.2328, loss_mask: 0.2709, loss: 0.8488 2022-09-29 13:01:35,305 - mmdet - INFO - Epoch [6][1750/7330] lr: 3.000e-02, eta: 2:45:28, time: 0.202, data_time: 0.041, memory: 4996, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0579, loss_cls: 0.2454, acc: 92.1462, loss_bbox: 0.2361, loss_mask: 0.2794, loss: 0.8575 2022-09-29 13:01:44,875 - mmdet - INFO - Epoch [6][1800/7330] lr: 3.000e-02, eta: 2:45:17, time: 0.191, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0558, loss_cls: 0.2375, acc: 92.4829, loss_bbox: 0.2238, loss_mask: 0.2641, loss: 0.8155 2022-09-29 13:01:54,514 - mmdet - INFO - Epoch [6][1850/7330] lr: 3.000e-02, eta: 2:45:07, time: 0.193, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0591, loss_cls: 0.2471, acc: 92.1123, loss_bbox: 0.2366, loss_mask: 0.2763, loss: 0.8596 2022-09-29 13:02:04,251 - mmdet - INFO - Epoch [6][1900/7330] lr: 3.000e-02, eta: 2:44:57, time: 0.195, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0549, loss_cls: 0.2356, acc: 92.3630, loss_bbox: 0.2288, loss_mask: 0.2668, loss: 0.8238 2022-09-29 13:02:14,465 - mmdet - INFO - Epoch [6][1950/7330] lr: 3.000e-02, eta: 2:44:47, time: 0.204, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0565, loss_cls: 0.2476, acc: 92.0183, loss_bbox: 0.2332, loss_mask: 0.2666, loss: 0.8420 2022-09-29 13:02:24,597 - mmdet - INFO - Epoch [6][2000/7330] lr: 3.000e-02, eta: 2:44:37, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0575, loss_cls: 0.2645, acc: 91.6099, loss_bbox: 0.2434, loss_mask: 0.2731, loss: 0.8763 2022-09-29 13:02:34,614 - mmdet - INFO - Epoch [6][2050/7330] lr: 3.000e-02, eta: 2:44:27, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0563, loss_cls: 0.2430, acc: 92.2419, loss_bbox: 0.2293, loss_mask: 0.2740, loss: 0.8399 2022-09-29 13:02:44,605 - mmdet - INFO - Epoch [6][2100/7330] lr: 3.000e-02, eta: 2:44:17, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0570, loss_cls: 0.2417, acc: 92.2314, loss_bbox: 0.2303, loss_mask: 0.2683, loss: 0.8355 2022-09-29 13:02:54,926 - mmdet - INFO - Epoch [6][2150/7330] lr: 3.000e-02, eta: 2:44:07, time: 0.206, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0577, loss_cls: 0.2454, acc: 92.1472, loss_bbox: 0.2291, loss_mask: 0.2653, loss: 0.8359 2022-09-29 13:03:04,923 - mmdet - INFO - Epoch [6][2200/7330] lr: 3.000e-02, eta: 2:43:57, time: 0.200, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0554, loss_cls: 0.2427, acc: 92.2258, loss_bbox: 0.2349, loss_mask: 0.2699, loss: 0.8389 2022-09-29 13:03:15,397 - mmdet - INFO - Epoch [6][2250/7330] lr: 3.000e-02, eta: 2:43:48, time: 0.209, data_time: 0.040, memory: 4996, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0605, loss_cls: 0.2449, acc: 92.1287, loss_bbox: 0.2345, loss_mask: 0.2710, loss: 0.8544 2022-09-29 13:03:25,392 - mmdet - INFO - Epoch [6][2300/7330] lr: 3.000e-02, eta: 2:43:38, time: 0.200, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0552, loss_cls: 0.2431, acc: 92.3062, loss_bbox: 0.2264, loss_mask: 0.2657, loss: 0.8275 2022-09-29 13:03:35,824 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 13:03:35,824 - mmdet - INFO - Epoch [6][2350/7330] lr: 3.000e-02, eta: 2:43:28, time: 0.209, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0583, loss_cls: 0.2504, acc: 92.0076, loss_bbox: 0.2349, loss_mask: 0.2726, loss: 0.8569 2022-09-29 13:03:46,061 - mmdet - INFO - Epoch [6][2400/7330] lr: 3.000e-02, eta: 2:43:18, time: 0.205, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0584, loss_cls: 0.2454, acc: 92.2004, loss_bbox: 0.2308, loss_mask: 0.2649, loss: 0.8413 2022-09-29 13:03:55,748 - mmdet - INFO - Epoch [6][2450/7330] lr: 3.000e-02, eta: 2:43:08, time: 0.194, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0555, loss_cls: 0.2416, acc: 92.3127, loss_bbox: 0.2220, loss_mask: 0.2624, loss: 0.8173 2022-09-29 13:04:05,698 - mmdet - INFO - Epoch [6][2500/7330] lr: 3.000e-02, eta: 2:42:58, time: 0.199, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0582, loss_cls: 0.2397, acc: 92.3906, loss_bbox: 0.2263, loss_mask: 0.2715, loss: 0.8365 2022-09-29 13:04:15,442 - mmdet - INFO - Epoch [6][2550/7330] lr: 3.000e-02, eta: 2:42:48, time: 0.195, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0554, loss_cls: 0.2328, acc: 92.5142, loss_bbox: 0.2230, loss_mask: 0.2689, loss: 0.8153 2022-09-29 13:04:25,546 - mmdet - INFO - Epoch [6][2600/7330] lr: 3.000e-02, eta: 2:42:38, time: 0.202, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0582, loss_cls: 0.2577, acc: 91.9014, loss_bbox: 0.2397, loss_mask: 0.2724, loss: 0.8681 2022-09-29 13:04:35,857 - mmdet - INFO - Epoch [6][2650/7330] lr: 3.000e-02, eta: 2:42:28, time: 0.206, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0592, loss_cls: 0.2433, acc: 92.3267, loss_bbox: 0.2338, loss_mask: 0.2628, loss: 0.8400 2022-09-29 13:04:45,616 - mmdet - INFO - Epoch [6][2700/7330] lr: 3.000e-02, eta: 2:42:18, time: 0.195, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0511, loss_cls: 0.2227, acc: 92.9990, loss_bbox: 0.2114, loss_mask: 0.2638, loss: 0.7851 2022-09-29 13:04:55,611 - mmdet - INFO - Epoch [6][2750/7330] lr: 3.000e-02, eta: 2:42:08, time: 0.200, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0597, loss_cls: 0.2570, acc: 91.7341, loss_bbox: 0.2434, loss_mask: 0.2738, loss: 0.8721 2022-09-29 13:05:05,526 - mmdet - INFO - Epoch [6][2800/7330] lr: 3.000e-02, eta: 2:41:57, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0567, loss_cls: 0.2396, acc: 92.2661, loss_bbox: 0.2250, loss_mask: 0.2658, loss: 0.8247 2022-09-29 13:05:15,559 - mmdet - INFO - Epoch [6][2850/7330] lr: 3.000e-02, eta: 2:41:47, time: 0.201, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0603, loss_cls: 0.2475, acc: 92.0188, loss_bbox: 0.2317, loss_mask: 0.2752, loss: 0.8580 2022-09-29 13:05:25,458 - mmdet - INFO - Epoch [6][2900/7330] lr: 3.000e-02, eta: 2:41:37, time: 0.198, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0555, loss_cls: 0.2465, acc: 92.2136, loss_bbox: 0.2288, loss_mask: 0.2694, loss: 0.8392 2022-09-29 13:05:35,397 - mmdet - INFO - Epoch [6][2950/7330] lr: 3.000e-02, eta: 2:41:27, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0542, loss_cls: 0.2396, acc: 92.3496, loss_bbox: 0.2224, loss_mask: 0.2657, loss: 0.8210 2022-09-29 13:05:45,486 - mmdet - INFO - Epoch [6][3000/7330] lr: 3.000e-02, eta: 2:41:17, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0596, loss_cls: 0.2499, acc: 92.0056, loss_bbox: 0.2361, loss_mask: 0.2723, loss: 0.8569 2022-09-29 13:05:55,326 - mmdet - INFO - Epoch [6][3050/7330] lr: 3.000e-02, eta: 2:41:07, time: 0.197, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0567, loss_cls: 0.2371, acc: 92.4844, loss_bbox: 0.2256, loss_mask: 0.2632, loss: 0.8222 2022-09-29 13:06:05,084 - mmdet - INFO - Epoch [6][3100/7330] lr: 3.000e-02, eta: 2:40:57, time: 0.195, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0564, loss_cls: 0.2503, acc: 92.0598, loss_bbox: 0.2337, loss_mask: 0.2741, loss: 0.8527 2022-09-29 13:06:14,879 - mmdet - INFO - Epoch [6][3150/7330] lr: 3.000e-02, eta: 2:40:46, time: 0.196, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0561, loss_cls: 0.2443, acc: 92.2356, loss_bbox: 0.2270, loss_mask: 0.2646, loss: 0.8308 2022-09-29 13:06:25,048 - mmdet - INFO - Epoch [6][3200/7330] lr: 3.000e-02, eta: 2:40:37, time: 0.203, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0648, loss_cls: 0.2516, acc: 91.8379, loss_bbox: 0.2459, loss_mask: 0.2747, loss: 0.8781 2022-09-29 13:06:34,902 - mmdet - INFO - Epoch [6][3250/7330] lr: 3.000e-02, eta: 2:40:26, time: 0.197, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0566, loss_cls: 0.2479, acc: 92.0957, loss_bbox: 0.2349, loss_mask: 0.2736, loss: 0.8534 2022-09-29 13:06:44,661 - mmdet - INFO - Epoch [6][3300/7330] lr: 3.000e-02, eta: 2:40:16, time: 0.195, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0586, loss_cls: 0.2440, acc: 92.2900, loss_bbox: 0.2345, loss_mask: 0.2707, loss: 0.8446 2022-09-29 13:06:54,635 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 13:06:54,636 - mmdet - INFO - Epoch [6][3350/7330] lr: 3.000e-02, eta: 2:40:06, time: 0.199, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0596, loss_cls: 0.2491, acc: 92.0557, loss_bbox: 0.2316, loss_mask: 0.2685, loss: 0.8470 2022-09-29 13:07:04,775 - mmdet - INFO - Epoch [6][3400/7330] lr: 3.000e-02, eta: 2:39:56, time: 0.203, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0585, loss_cls: 0.2509, acc: 91.9470, loss_bbox: 0.2388, loss_mask: 0.2713, loss: 0.8613 2022-09-29 13:07:14,596 - mmdet - INFO - Epoch [6][3450/7330] lr: 3.000e-02, eta: 2:39:46, time: 0.196, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0571, loss_cls: 0.2356, acc: 92.5042, loss_bbox: 0.2208, loss_mask: 0.2609, loss: 0.8116 2022-09-29 13:07:24,268 - mmdet - INFO - Epoch [6][3500/7330] lr: 3.000e-02, eta: 2:39:35, time: 0.193, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0585, loss_cls: 0.2436, acc: 92.4248, loss_bbox: 0.2218, loss_mask: 0.2708, loss: 0.8344 2022-09-29 13:07:34,079 - mmdet - INFO - Epoch [6][3550/7330] lr: 3.000e-02, eta: 2:39:25, time: 0.196, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0554, loss_cls: 0.2451, acc: 92.2915, loss_bbox: 0.2286, loss_mask: 0.2762, loss: 0.8462 2022-09-29 13:07:44,012 - mmdet - INFO - Epoch [6][3600/7330] lr: 3.000e-02, eta: 2:39:15, time: 0.199, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0548, loss_cls: 0.2391, acc: 92.4448, loss_bbox: 0.2224, loss_mask: 0.2696, loss: 0.8258 2022-09-29 13:07:54,517 - mmdet - INFO - Epoch [6][3650/7330] lr: 3.000e-02, eta: 2:39:06, time: 0.210, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0581, loss_cls: 0.2418, acc: 92.2769, loss_bbox: 0.2317, loss_mask: 0.2737, loss: 0.8464 2022-09-29 13:08:04,488 - mmdet - INFO - Epoch [6][3700/7330] lr: 3.000e-02, eta: 2:38:56, time: 0.199, data_time: 0.025, memory: 4996, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0541, loss_cls: 0.2365, acc: 92.5061, loss_bbox: 0.2207, loss_mask: 0.2703, loss: 0.8205 2022-09-29 13:08:14,325 - mmdet - INFO - Epoch [6][3750/7330] lr: 3.000e-02, eta: 2:38:45, time: 0.197, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0563, loss_cls: 0.2371, acc: 92.3899, loss_bbox: 0.2280, loss_mask: 0.2729, loss: 0.8342 2022-09-29 13:08:24,214 - mmdet - INFO - Epoch [6][3800/7330] lr: 3.000e-02, eta: 2:38:35, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0571, loss_cls: 0.2485, acc: 92.1663, loss_bbox: 0.2289, loss_mask: 0.2665, loss: 0.8398 2022-09-29 13:08:34,138 - mmdet - INFO - Epoch [6][3850/7330] lr: 3.000e-02, eta: 2:38:25, time: 0.199, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0563, loss_cls: 0.2412, acc: 92.2312, loss_bbox: 0.2327, loss_mask: 0.2650, loss: 0.8345 2022-09-29 13:08:44,100 - mmdet - INFO - Epoch [6][3900/7330] lr: 3.000e-02, eta: 2:38:15, time: 0.199, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0575, loss_cls: 0.2503, acc: 92.0310, loss_bbox: 0.2359, loss_mask: 0.2730, loss: 0.8573 2022-09-29 13:08:54,042 - mmdet - INFO - Epoch [6][3950/7330] lr: 3.000e-02, eta: 2:38:05, time: 0.199, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0572, loss_cls: 0.2398, acc: 92.4238, loss_bbox: 0.2252, loss_mask: 0.2704, loss: 0.8341 2022-09-29 13:09:04,188 - mmdet - INFO - Epoch [6][4000/7330] lr: 3.000e-02, eta: 2:37:55, time: 0.203, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0560, loss_cls: 0.2453, acc: 92.0750, loss_bbox: 0.2374, loss_mask: 0.2653, loss: 0.8439 2022-09-29 13:09:14,072 - mmdet - INFO - Epoch [6][4050/7330] lr: 3.000e-02, eta: 2:37:45, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0547, loss_cls: 0.2392, acc: 92.3833, loss_bbox: 0.2287, loss_mask: 0.2695, loss: 0.8283 2022-09-29 13:09:23,631 - mmdet - INFO - Epoch [6][4100/7330] lr: 3.000e-02, eta: 2:37:34, time: 0.191, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0548, loss_cls: 0.2438, acc: 92.2920, loss_bbox: 0.2257, loss_mask: 0.2668, loss: 0.8282 2022-09-29 13:09:33,524 - mmdet - INFO - Epoch [6][4150/7330] lr: 3.000e-02, eta: 2:37:24, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0564, loss_cls: 0.2385, acc: 92.3140, loss_bbox: 0.2296, loss_mask: 0.2734, loss: 0.8355 2022-09-29 13:09:43,630 - mmdet - INFO - Epoch [6][4200/7330] lr: 3.000e-02, eta: 2:37:14, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0569, loss_cls: 0.2367, acc: 92.5051, loss_bbox: 0.2219, loss_mask: 0.2707, loss: 0.8252 2022-09-29 13:09:53,465 - mmdet - INFO - Epoch [6][4250/7330] lr: 3.000e-02, eta: 2:37:04, time: 0.197, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0555, loss_cls: 0.2333, acc: 92.5261, loss_bbox: 0.2228, loss_mask: 0.2642, loss: 0.8135 2022-09-29 13:10:03,424 - mmdet - INFO - Epoch [6][4300/7330] lr: 3.000e-02, eta: 2:36:54, time: 0.199, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0584, loss_cls: 0.2452, acc: 92.0869, loss_bbox: 0.2414, loss_mask: 0.2719, loss: 0.8558 2022-09-29 13:10:13,574 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 13:10:13,575 - mmdet - INFO - Epoch [6][4350/7330] lr: 3.000e-02, eta: 2:36:44, time: 0.203, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0590, loss_cls: 0.2543, acc: 91.9167, loss_bbox: 0.2398, loss_mask: 0.2654, loss: 0.8595 2022-09-29 13:10:23,571 - mmdet - INFO - Epoch [6][4400/7330] lr: 3.000e-02, eta: 2:36:34, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0588, loss_cls: 0.2430, acc: 92.3123, loss_bbox: 0.2265, loss_mask: 0.2653, loss: 0.8329 2022-09-29 13:10:33,381 - mmdet - INFO - Epoch [6][4450/7330] lr: 3.000e-02, eta: 2:36:24, time: 0.196, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0550, loss_cls: 0.2422, acc: 92.3877, loss_bbox: 0.2238, loss_mask: 0.2662, loss: 0.8259 2022-09-29 13:10:43,802 - mmdet - INFO - Epoch [6][4500/7330] lr: 3.000e-02, eta: 2:36:14, time: 0.208, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0571, loss_cls: 0.2398, acc: 92.2354, loss_bbox: 0.2296, loss_mask: 0.2648, loss: 0.8280 2022-09-29 13:10:54,022 - mmdet - INFO - Epoch [6][4550/7330] lr: 3.000e-02, eta: 2:36:05, time: 0.204, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0583, loss_cls: 0.2469, acc: 92.0635, loss_bbox: 0.2327, loss_mask: 0.2712, loss: 0.8465 2022-09-29 13:11:03,965 - mmdet - INFO - Epoch [6][4600/7330] lr: 3.000e-02, eta: 2:35:54, time: 0.199, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0584, loss_cls: 0.2467, acc: 92.0601, loss_bbox: 0.2354, loss_mask: 0.2720, loss: 0.8518 2022-09-29 13:11:14,001 - mmdet - INFO - Epoch [6][4650/7330] lr: 3.000e-02, eta: 2:35:44, time: 0.201, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0583, loss_cls: 0.2431, acc: 92.2988, loss_bbox: 0.2308, loss_mask: 0.2707, loss: 0.8428 2022-09-29 13:11:23,741 - mmdet - INFO - Epoch [6][4700/7330] lr: 3.000e-02, eta: 2:35:34, time: 0.195, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0530, loss_cls: 0.2457, acc: 92.2942, loss_bbox: 0.2190, loss_mask: 0.2649, loss: 0.8199 2022-09-29 13:11:34,230 - mmdet - INFO - Epoch [6][4750/7330] lr: 3.000e-02, eta: 2:35:25, time: 0.210, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0591, loss_cls: 0.2475, acc: 92.1689, loss_bbox: 0.2321, loss_mask: 0.2725, loss: 0.8529 2022-09-29 13:11:44,118 - mmdet - INFO - Epoch [6][4800/7330] lr: 3.000e-02, eta: 2:35:14, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0538, loss_cls: 0.2469, acc: 92.0793, loss_bbox: 0.2294, loss_mask: 0.2729, loss: 0.8404 2022-09-29 13:11:54,340 - mmdet - INFO - Epoch [6][4850/7330] lr: 3.000e-02, eta: 2:35:05, time: 0.204, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0565, loss_cls: 0.2386, acc: 92.2756, loss_bbox: 0.2274, loss_mask: 0.2647, loss: 0.8254 2022-09-29 13:12:04,487 - mmdet - INFO - Epoch [6][4900/7330] lr: 3.000e-02, eta: 2:34:55, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0533, loss_cls: 0.2463, acc: 92.2434, loss_bbox: 0.2315, loss_mask: 0.2744, loss: 0.8454 2022-09-29 13:12:14,591 - mmdet - INFO - Epoch [6][4950/7330] lr: 3.000e-02, eta: 2:34:45, time: 0.202, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0576, loss_cls: 0.2545, acc: 91.9541, loss_bbox: 0.2410, loss_mask: 0.2738, loss: 0.8672 2022-09-29 13:12:24,619 - mmdet - INFO - Epoch [6][5000/7330] lr: 3.000e-02, eta: 2:34:35, time: 0.201, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0558, loss_cls: 0.2395, acc: 92.2742, loss_bbox: 0.2269, loss_mask: 0.2631, loss: 0.8253 2022-09-29 13:12:34,802 - mmdet - INFO - Epoch [6][5050/7330] lr: 3.000e-02, eta: 2:34:25, time: 0.204, data_time: 0.041, memory: 4996, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0578, loss_cls: 0.2522, acc: 91.8860, loss_bbox: 0.2400, loss_mask: 0.2716, loss: 0.8619 2022-09-29 13:12:44,788 - mmdet - INFO - Epoch [6][5100/7330] lr: 3.000e-02, eta: 2:34:15, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0579, loss_cls: 0.2458, acc: 92.1567, loss_bbox: 0.2272, loss_mask: 0.2677, loss: 0.8372 2022-09-29 13:12:54,701 - mmdet - INFO - Epoch [6][5150/7330] lr: 3.000e-02, eta: 2:34:05, time: 0.198, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0536, loss_cls: 0.2456, acc: 92.0188, loss_bbox: 0.2321, loss_mask: 0.2677, loss: 0.8351 2022-09-29 13:13:04,570 - mmdet - INFO - Epoch [6][5200/7330] lr: 3.000e-02, eta: 2:33:55, time: 0.197, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0574, loss_cls: 0.2416, acc: 92.2268, loss_bbox: 0.2285, loss_mask: 0.2660, loss: 0.8329 2022-09-29 13:13:14,832 - mmdet - INFO - Epoch [6][5250/7330] lr: 3.000e-02, eta: 2:33:45, time: 0.205, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0581, loss_cls: 0.2461, acc: 92.1384, loss_bbox: 0.2269, loss_mask: 0.2630, loss: 0.8373 2022-09-29 13:13:24,429 - mmdet - INFO - Epoch [6][5300/7330] lr: 3.000e-02, eta: 2:33:35, time: 0.192, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0535, loss_cls: 0.2321, acc: 92.5193, loss_bbox: 0.2259, loss_mask: 0.2584, loss: 0.8090 2022-09-29 13:13:34,542 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 13:13:34,542 - mmdet - INFO - Epoch [6][5350/7330] lr: 3.000e-02, eta: 2:33:25, time: 0.202, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0589, loss_cls: 0.2345, acc: 92.4875, loss_bbox: 0.2220, loss_mask: 0.2676, loss: 0.8214 2022-09-29 13:13:44,611 - mmdet - INFO - Epoch [6][5400/7330] lr: 3.000e-02, eta: 2:33:15, time: 0.201, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0552, loss_cls: 0.2413, acc: 92.3616, loss_bbox: 0.2293, loss_mask: 0.2621, loss: 0.8272 2022-09-29 13:13:54,426 - mmdet - INFO - Epoch [6][5450/7330] lr: 3.000e-02, eta: 2:33:04, time: 0.196, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0546, loss_cls: 0.2344, acc: 92.5369, loss_bbox: 0.2209, loss_mask: 0.2642, loss: 0.8120 2022-09-29 13:14:03,850 - mmdet - INFO - Epoch [6][5500/7330] lr: 3.000e-02, eta: 2:32:54, time: 0.188, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0572, loss_cls: 0.2406, acc: 92.3748, loss_bbox: 0.2221, loss_mask: 0.2706, loss: 0.8289 2022-09-29 13:14:13,790 - mmdet - INFO - Epoch [6][5550/7330] lr: 3.000e-02, eta: 2:32:44, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0565, loss_cls: 0.2399, acc: 92.4209, loss_bbox: 0.2270, loss_mask: 0.2705, loss: 0.8328 2022-09-29 13:14:23,697 - mmdet - INFO - Epoch [6][5600/7330] lr: 3.000e-02, eta: 2:32:34, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0588, loss_cls: 0.2403, acc: 92.4771, loss_bbox: 0.2237, loss_mask: 0.2727, loss: 0.8401 2022-09-29 13:14:33,609 - mmdet - INFO - Epoch [6][5650/7330] lr: 3.000e-02, eta: 2:32:23, time: 0.198, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0571, loss_cls: 0.2404, acc: 92.3938, loss_bbox: 0.2266, loss_mask: 0.2650, loss: 0.8274 2022-09-29 13:14:43,588 - mmdet - INFO - Epoch [6][5700/7330] lr: 3.000e-02, eta: 2:32:13, time: 0.200, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0575, loss_cls: 0.2530, acc: 91.9573, loss_bbox: 0.2346, loss_mask: 0.2705, loss: 0.8544 2022-09-29 13:14:53,601 - mmdet - INFO - Epoch [6][5750/7330] lr: 3.000e-02, eta: 2:32:03, time: 0.200, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0584, loss_cls: 0.2432, acc: 92.2126, loss_bbox: 0.2269, loss_mask: 0.2707, loss: 0.8420 2022-09-29 13:15:03,848 - mmdet - INFO - Epoch [6][5800/7330] lr: 3.000e-02, eta: 2:31:54, time: 0.205, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0593, loss_cls: 0.2428, acc: 92.0813, loss_bbox: 0.2349, loss_mask: 0.2674, loss: 0.8441 2022-09-29 13:15:14,105 - mmdet - INFO - Epoch [6][5850/7330] lr: 3.000e-02, eta: 2:31:44, time: 0.205, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0578, loss_cls: 0.2486, acc: 92.1306, loss_bbox: 0.2281, loss_mask: 0.2743, loss: 0.8507 2022-09-29 13:15:23,816 - mmdet - INFO - Epoch [6][5900/7330] lr: 3.000e-02, eta: 2:31:34, time: 0.194, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0592, loss_cls: 0.2523, acc: 91.9514, loss_bbox: 0.2378, loss_mask: 0.2746, loss: 0.8630 2022-09-29 13:15:33,697 - mmdet - INFO - Epoch [6][5950/7330] lr: 3.000e-02, eta: 2:31:23, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0548, loss_cls: 0.2292, acc: 92.8286, loss_bbox: 0.2123, loss_mask: 0.2625, loss: 0.7957 2022-09-29 13:15:43,399 - mmdet - INFO - Epoch [6][6000/7330] lr: 3.000e-02, eta: 2:31:13, time: 0.194, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0543, loss_cls: 0.2457, acc: 92.3660, loss_bbox: 0.2267, loss_mask: 0.2732, loss: 0.8379 2022-09-29 13:15:53,278 - mmdet - INFO - Epoch [6][6050/7330] lr: 3.000e-02, eta: 2:31:03, time: 0.198, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0574, loss_cls: 0.2474, acc: 92.0693, loss_bbox: 0.2335, loss_mask: 0.2735, loss: 0.8486 2022-09-29 13:16:03,212 - mmdet - INFO - Epoch [6][6100/7330] lr: 3.000e-02, eta: 2:30:53, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0567, loss_cls: 0.2459, acc: 92.0100, loss_bbox: 0.2373, loss_mask: 0.2673, loss: 0.8476 2022-09-29 13:16:13,254 - mmdet - INFO - Epoch [6][6150/7330] lr: 3.000e-02, eta: 2:30:43, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0575, loss_cls: 0.2490, acc: 92.1975, loss_bbox: 0.2290, loss_mask: 0.2765, loss: 0.8497 2022-09-29 13:16:23,248 - mmdet - INFO - Epoch [6][6200/7330] lr: 3.000e-02, eta: 2:30:33, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0563, loss_cls: 0.2514, acc: 91.8945, loss_bbox: 0.2381, loss_mask: 0.2689, loss: 0.8560 2022-09-29 13:16:33,605 - mmdet - INFO - Epoch [6][6250/7330] lr: 3.000e-02, eta: 2:30:23, time: 0.207, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0576, loss_cls: 0.2435, acc: 92.2627, loss_bbox: 0.2325, loss_mask: 0.2636, loss: 0.8356 2022-09-29 13:16:43,550 - mmdet - INFO - Epoch [6][6300/7330] lr: 3.000e-02, eta: 2:30:13, time: 0.199, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0571, loss_cls: 0.2517, acc: 92.0171, loss_bbox: 0.2329, loss_mask: 0.2702, loss: 0.8503 2022-09-29 13:16:53,613 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 13:16:53,613 - mmdet - INFO - Epoch [6][6350/7330] lr: 3.000e-02, eta: 2:30:03, time: 0.201, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0587, loss_cls: 0.2441, acc: 92.2478, loss_bbox: 0.2300, loss_mask: 0.2664, loss: 0.8420 2022-09-29 13:17:03,723 - mmdet - INFO - Epoch [6][6400/7330] lr: 3.000e-02, eta: 2:29:53, time: 0.202, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0560, loss_cls: 0.2349, acc: 92.5435, loss_bbox: 0.2252, loss_mask: 0.2714, loss: 0.8265 2022-09-29 13:17:13,359 - mmdet - INFO - Epoch [6][6450/7330] lr: 3.000e-02, eta: 2:29:43, time: 0.193, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0544, loss_cls: 0.2367, acc: 92.5371, loss_bbox: 0.2190, loss_mask: 0.2606, loss: 0.8078 2022-09-29 13:17:23,214 - mmdet - INFO - Epoch [6][6500/7330] lr: 3.000e-02, eta: 2:29:33, time: 0.197, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0543, loss_cls: 0.2454, acc: 92.1577, loss_bbox: 0.2336, loss_mask: 0.2657, loss: 0.8382 2022-09-29 13:17:33,232 - mmdet - INFO - Epoch [6][6550/7330] lr: 3.000e-02, eta: 2:29:23, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0533, loss_cls: 0.2339, acc: 92.6509, loss_bbox: 0.2180, loss_mask: 0.2638, loss: 0.8065 2022-09-29 13:17:42,926 - mmdet - INFO - Epoch [6][6600/7330] lr: 3.000e-02, eta: 2:29:12, time: 0.194, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0575, loss_cls: 0.2378, acc: 92.4253, loss_bbox: 0.2273, loss_mask: 0.2686, loss: 0.8272 2022-09-29 13:17:53,129 - mmdet - INFO - Epoch [6][6650/7330] lr: 3.000e-02, eta: 2:29:02, time: 0.204, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0595, loss_cls: 0.2495, acc: 91.9971, loss_bbox: 0.2357, loss_mask: 0.2676, loss: 0.8548 2022-09-29 13:18:03,241 - mmdet - INFO - Epoch [6][6700/7330] lr: 3.000e-02, eta: 2:28:53, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0558, loss_cls: 0.2413, acc: 92.3118, loss_bbox: 0.2284, loss_mask: 0.2738, loss: 0.8405 2022-09-29 13:18:13,428 - mmdet - INFO - Epoch [6][6750/7330] lr: 3.000e-02, eta: 2:28:43, time: 0.204, data_time: 0.043, memory: 4996, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0597, loss_cls: 0.2482, acc: 92.0244, loss_bbox: 0.2372, loss_mask: 0.2700, loss: 0.8565 2022-09-29 13:18:23,218 - mmdet - INFO - Epoch [6][6800/7330] lr: 3.000e-02, eta: 2:28:32, time: 0.196, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0571, loss_cls: 0.2462, acc: 92.1519, loss_bbox: 0.2289, loss_mask: 0.2716, loss: 0.8428 2022-09-29 13:18:33,195 - mmdet - INFO - Epoch [6][6850/7330] lr: 3.000e-02, eta: 2:28:22, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0566, loss_cls: 0.2355, acc: 92.4683, loss_bbox: 0.2225, loss_mask: 0.2736, loss: 0.8278 2022-09-29 13:18:43,306 - mmdet - INFO - Epoch [6][6900/7330] lr: 3.000e-02, eta: 2:28:12, time: 0.202, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0563, loss_cls: 0.2453, acc: 92.1587, loss_bbox: 0.2314, loss_mask: 0.2694, loss: 0.8437 2022-09-29 13:18:53,206 - mmdet - INFO - Epoch [6][6950/7330] lr: 3.000e-02, eta: 2:28:02, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0579, loss_cls: 0.2501, acc: 92.0579, loss_bbox: 0.2328, loss_mask: 0.2731, loss: 0.8563 2022-09-29 13:19:03,386 - mmdet - INFO - Epoch [6][7000/7330] lr: 3.000e-02, eta: 2:27:52, time: 0.204, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0585, loss_cls: 0.2478, acc: 92.0315, loss_bbox: 0.2389, loss_mask: 0.2706, loss: 0.8541 2022-09-29 13:19:13,154 - mmdet - INFO - Epoch [6][7050/7330] lr: 3.000e-02, eta: 2:27:42, time: 0.195, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0567, loss_cls: 0.2441, acc: 92.2542, loss_bbox: 0.2335, loss_mask: 0.2724, loss: 0.8452 2022-09-29 13:19:23,084 - mmdet - INFO - Epoch [6][7100/7330] lr: 3.000e-02, eta: 2:27:32, time: 0.199, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0611, loss_cls: 0.2510, acc: 91.9409, loss_bbox: 0.2405, loss_mask: 0.2753, loss: 0.8691 2022-09-29 13:19:32,745 - mmdet - INFO - Epoch [6][7150/7330] lr: 3.000e-02, eta: 2:27:22, time: 0.193, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0556, loss_cls: 0.2401, acc: 92.3669, loss_bbox: 0.2323, loss_mask: 0.2723, loss: 0.8365 2022-09-29 13:19:42,846 - mmdet - INFO - Epoch [6][7200/7330] lr: 3.000e-02, eta: 2:27:12, time: 0.202, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0592, loss_cls: 0.2505, acc: 92.1179, loss_bbox: 0.2300, loss_mask: 0.2654, loss: 0.8463 2022-09-29 13:19:52,776 - mmdet - INFO - Epoch [6][7250/7330] lr: 3.000e-02, eta: 2:27:02, time: 0.199, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0540, loss_cls: 0.2402, acc: 92.3064, loss_bbox: 0.2314, loss_mask: 0.2664, loss: 0.8311 2022-09-29 13:20:02,617 - mmdet - INFO - Epoch [6][7300/7330] lr: 3.000e-02, eta: 2:26:52, time: 0.197, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0548, loss_cls: 0.2429, acc: 92.3545, loss_bbox: 0.2216, loss_mask: 0.2626, loss: 0.8189 2022-09-29 13:20:09,176 - mmdet - INFO - Saving checkpoint at 6 epochs 2022-09-29 13:20:52,776 - mmdet - INFO - Evaluating bbox... 2022-09-29 13:21:22,386 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.312 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.492 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.340 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 ] = 0.346 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.405 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.466 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.466 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.466 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.261 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.504 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.609 2022-09-29 13:21:22,386 - mmdet - INFO - Evaluating segm... 2022-09-29 13:21:57,029 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.285 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.467 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.299 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.124 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.305 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.417 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.424 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.424 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.424 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.220 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.460 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.574 2022-09-29 13:21:57,560 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 13:21:57,561 - mmdet - INFO - Epoch(val) [6][625] bbox_mAP: 0.3120, bbox_mAP_50: 0.4920, bbox_mAP_75: 0.3400, bbox_mAP_s: 0.1680, bbox_mAP_m: 0.3460, bbox_mAP_l: 0.4050, bbox_mAP_copypaste: 0.312 0.492 0.340 0.168 0.346 0.405, segm_mAP: 0.2850, segm_mAP_50: 0.4670, segm_mAP_75: 0.2990, segm_mAP_s: 0.1240, segm_mAP_m: 0.3050, segm_mAP_l: 0.4170, segm_mAP_copypaste: 0.285 0.467 0.299 0.124 0.305 0.417 2022-09-29 13:22:10,775 - mmdet - INFO - Epoch [7][50/7330] lr: 3.000e-02, eta: 2:26:33, time: 0.264, data_time: 0.093, memory: 4996, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0549, loss_cls: 0.2299, acc: 92.6165, loss_bbox: 0.2188, loss_mask: 0.2626, loss: 0.8019 2022-09-29 13:22:20,928 - mmdet - INFO - Epoch [7][100/7330] lr: 3.000e-02, eta: 2:26:23, time: 0.203, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0539, loss_cls: 0.2370, acc: 92.5129, loss_bbox: 0.2256, loss_mask: 0.2646, loss: 0.8156 2022-09-29 13:22:31,049 - mmdet - INFO - Epoch [7][150/7330] lr: 3.000e-02, eta: 2:26:13, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0549, loss_cls: 0.2332, acc: 92.5039, loss_bbox: 0.2257, loss_mask: 0.2640, loss: 0.8133 2022-09-29 13:22:41,328 - mmdet - INFO - Epoch [7][200/7330] lr: 3.000e-02, eta: 2:26:03, time: 0.206, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0573, loss_cls: 0.2303, acc: 92.5417, loss_bbox: 0.2230, loss_mask: 0.2663, loss: 0.8104 2022-09-29 13:22:51,385 - mmdet - INFO - Epoch [7][250/7330] lr: 3.000e-02, eta: 2:25:53, time: 0.201, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0560, loss_cls: 0.2333, acc: 92.3811, loss_bbox: 0.2266, loss_mask: 0.2690, loss: 0.8201 2022-09-29 13:23:01,485 - mmdet - INFO - Epoch [7][300/7330] lr: 3.000e-02, eta: 2:25:43, time: 0.202, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0558, loss_cls: 0.2411, acc: 92.3215, loss_bbox: 0.2278, loss_mask: 0.2683, loss: 0.8325 2022-09-29 13:23:11,513 - mmdet - INFO - Epoch [7][350/7330] lr: 3.000e-02, eta: 2:25:33, time: 0.201, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0561, loss_cls: 0.2279, acc: 92.6455, loss_bbox: 0.2221, loss_mask: 0.2596, loss: 0.8011 2022-09-29 13:23:21,514 - mmdet - INFO - Epoch [7][400/7330] lr: 3.000e-02, eta: 2:25:23, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0569, loss_cls: 0.2424, acc: 92.1130, loss_bbox: 0.2298, loss_mask: 0.2675, loss: 0.8329 2022-09-29 13:23:31,675 - mmdet - INFO - Epoch [7][450/7330] lr: 3.000e-02, eta: 2:25:13, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0558, loss_cls: 0.2363, acc: 92.2065, loss_bbox: 0.2317, loss_mask: 0.2676, loss: 0.8294 2022-09-29 13:23:41,589 - mmdet - INFO - Epoch [7][500/7330] lr: 3.000e-02, eta: 2:25:03, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0548, loss_cls: 0.2381, acc: 92.3027, loss_bbox: 0.2273, loss_mask: 0.2743, loss: 0.8346 2022-09-29 13:23:51,587 - mmdet - INFO - Epoch [7][550/7330] lr: 3.000e-02, eta: 2:24:53, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0523, loss_cls: 0.2333, acc: 92.4736, loss_bbox: 0.2206, loss_mask: 0.2588, loss: 0.7979 2022-09-29 13:24:02,210 - mmdet - INFO - Epoch [7][600/7330] lr: 3.000e-02, eta: 2:24:44, time: 0.212, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0614, loss_cls: 0.2443, acc: 92.0320, loss_bbox: 0.2359, loss_mask: 0.2691, loss: 0.8501 2022-09-29 13:24:12,188 - mmdet - INFO - Epoch [7][650/7330] lr: 3.000e-02, eta: 2:24:34, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0553, loss_cls: 0.2370, acc: 92.4568, loss_bbox: 0.2249, loss_mask: 0.2668, loss: 0.8229 2022-09-29 13:24:22,179 - mmdet - INFO - Epoch [7][700/7330] lr: 3.000e-02, eta: 2:24:24, time: 0.200, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0578, loss_cls: 0.2395, acc: 92.1982, loss_bbox: 0.2319, loss_mask: 0.2665, loss: 0.8304 2022-09-29 13:24:32,096 - mmdet - INFO - Epoch [7][750/7330] lr: 3.000e-02, eta: 2:24:14, time: 0.198, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0560, loss_cls: 0.2382, acc: 92.3049, loss_bbox: 0.2308, loss_mask: 0.2747, loss: 0.8377 2022-09-29 13:24:42,043 - mmdet - INFO - Epoch [7][800/7330] lr: 3.000e-02, eta: 2:24:04, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0549, loss_cls: 0.2386, acc: 92.2512, loss_bbox: 0.2356, loss_mask: 0.2648, loss: 0.8275 2022-09-29 13:24:52,192 - mmdet - INFO - Epoch [7][850/7330] lr: 3.000e-02, eta: 2:23:54, time: 0.203, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0552, loss_cls: 0.2319, acc: 92.5471, loss_bbox: 0.2202, loss_mask: 0.2613, loss: 0.8065 2022-09-29 13:25:02,082 - mmdet - INFO - Epoch [7][900/7330] lr: 3.000e-02, eta: 2:23:44, time: 0.198, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0558, loss_cls: 0.2390, acc: 92.3694, loss_bbox: 0.2260, loss_mask: 0.2717, loss: 0.8292 2022-09-29 13:25:12,036 - mmdet - INFO - Epoch [7][950/7330] lr: 3.000e-02, eta: 2:23:34, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0560, loss_cls: 0.2385, acc: 92.2761, loss_bbox: 0.2310, loss_mask: 0.2640, loss: 0.8271 2022-09-29 13:25:22,307 - mmdet - INFO - Epoch [7][1000/7330] lr: 3.000e-02, eta: 2:23:24, time: 0.205, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0599, loss_cls: 0.2487, acc: 91.7874, loss_bbox: 0.2417, loss_mask: 0.2676, loss: 0.8559 2022-09-29 13:25:32,615 - mmdet - INFO - Epoch [7][1050/7330] lr: 3.000e-02, eta: 2:23:14, time: 0.206, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0580, loss_cls: 0.2467, acc: 91.9651, loss_bbox: 0.2359, loss_mask: 0.2692, loss: 0.8491 2022-09-29 13:25:43,008 - mmdet - INFO - Epoch [7][1100/7330] lr: 3.000e-02, eta: 2:23:05, time: 0.208, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0584, loss_cls: 0.2442, acc: 92.2222, loss_bbox: 0.2342, loss_mask: 0.2719, loss: 0.8466 2022-09-29 13:25:52,970 - mmdet - INFO - Epoch [7][1150/7330] lr: 3.000e-02, eta: 2:22:54, time: 0.199, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0549, loss_cls: 0.2355, acc: 92.4478, loss_bbox: 0.2242, loss_mask: 0.2648, loss: 0.8176 2022-09-29 13:26:02,996 - mmdet - INFO - Epoch [7][1200/7330] lr: 3.000e-02, eta: 2:22:44, time: 0.200, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0541, loss_cls: 0.2355, acc: 92.3301, loss_bbox: 0.2274, loss_mask: 0.2630, loss: 0.8164 2022-09-29 13:26:12,866 - mmdet - INFO - Epoch [7][1250/7330] lr: 3.000e-02, eta: 2:22:34, time: 0.197, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0596, loss_cls: 0.2463, acc: 92.0693, loss_bbox: 0.2375, loss_mask: 0.2693, loss: 0.8490 2022-09-29 13:26:23,123 - mmdet - INFO - Epoch [7][1300/7330] lr: 3.000e-02, eta: 2:22:25, time: 0.205, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0557, loss_cls: 0.2415, acc: 92.3313, loss_bbox: 0.2305, loss_mask: 0.2734, loss: 0.8410 2022-09-29 13:26:33,158 - mmdet - INFO - Epoch [7][1350/7330] lr: 3.000e-02, eta: 2:22:15, time: 0.201, data_time: 0.040, memory: 4996, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0557, loss_cls: 0.2293, acc: 92.5955, loss_bbox: 0.2206, loss_mask: 0.2612, loss: 0.8078 2022-09-29 13:26:43,234 - mmdet - INFO - Epoch [7][1400/7330] lr: 3.000e-02, eta: 2:22:05, time: 0.202, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0570, loss_cls: 0.2443, acc: 92.1191, loss_bbox: 0.2318, loss_mask: 0.2638, loss: 0.8350 2022-09-29 13:26:53,053 - mmdet - INFO - Epoch [7][1450/7330] lr: 3.000e-02, eta: 2:21:54, time: 0.196, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0600, loss_cls: 0.2378, acc: 92.3628, loss_bbox: 0.2274, loss_mask: 0.2642, loss: 0.8292 2022-09-29 13:27:03,140 - mmdet - INFO - Epoch [7][1500/7330] lr: 3.000e-02, eta: 2:21:44, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0608, loss_cls: 0.2399, acc: 92.1826, loss_bbox: 0.2334, loss_mask: 0.2700, loss: 0.8395 2022-09-29 13:27:13,587 - mmdet - INFO - Epoch [7][1550/7330] lr: 3.000e-02, eta: 2:21:35, time: 0.209, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0535, loss_cls: 0.2400, acc: 92.2427, loss_bbox: 0.2259, loss_mask: 0.2618, loss: 0.8193 2022-09-29 13:27:23,630 - mmdet - INFO - Epoch [7][1600/7330] lr: 3.000e-02, eta: 2:21:25, time: 0.201, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0562, loss_cls: 0.2466, acc: 91.9370, loss_bbox: 0.2398, loss_mask: 0.2661, loss: 0.8468 2022-09-29 13:27:33,601 - mmdet - INFO - Epoch [7][1650/7330] lr: 3.000e-02, eta: 2:21:15, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0588, loss_cls: 0.2447, acc: 92.1606, loss_bbox: 0.2287, loss_mask: 0.2693, loss: 0.8392 2022-09-29 13:27:43,371 - mmdet - INFO - Epoch [7][1700/7330] lr: 3.000e-02, eta: 2:21:05, time: 0.195, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0549, loss_cls: 0.2412, acc: 92.3291, loss_bbox: 0.2263, loss_mask: 0.2709, loss: 0.8292 2022-09-29 13:27:53,409 - mmdet - INFO - Epoch [7][1750/7330] lr: 3.000e-02, eta: 2:20:55, time: 0.201, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0583, loss_cls: 0.2398, acc: 92.3279, loss_bbox: 0.2316, loss_mask: 0.2675, loss: 0.8344 2022-09-29 13:28:03,777 - mmdet - INFO - Epoch [7][1800/7330] lr: 3.000e-02, eta: 2:20:45, time: 0.207, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0574, loss_cls: 0.2360, acc: 92.3940, loss_bbox: 0.2299, loss_mask: 0.2683, loss: 0.8298 2022-09-29 13:28:13,818 - mmdet - INFO - Epoch [7][1850/7330] lr: 3.000e-02, eta: 2:20:35, time: 0.201, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0558, loss_cls: 0.2361, acc: 92.2771, loss_bbox: 0.2242, loss_mask: 0.2651, loss: 0.8196 2022-09-29 13:28:23,693 - mmdet - INFO - Epoch [7][1900/7330] lr: 3.000e-02, eta: 2:20:25, time: 0.197, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0555, loss_cls: 0.2390, acc: 92.3188, loss_bbox: 0.2351, loss_mask: 0.2689, loss: 0.8391 2022-09-29 13:28:33,849 - mmdet - INFO - Epoch [7][1950/7330] lr: 3.000e-02, eta: 2:20:15, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0610, loss_cls: 0.2477, acc: 91.8665, loss_bbox: 0.2425, loss_mask: 0.2650, loss: 0.8564 2022-09-29 13:28:43,456 - mmdet - INFO - Epoch [7][2000/7330] lr: 3.000e-02, eta: 2:20:05, time: 0.192, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0563, loss_cls: 0.2343, acc: 92.4478, loss_bbox: 0.2265, loss_mask: 0.2699, loss: 0.8244 2022-09-29 13:28:53,654 - mmdet - INFO - Epoch [7][2050/7330] lr: 3.000e-02, eta: 2:19:55, time: 0.204, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0597, loss_cls: 0.2344, acc: 92.2322, loss_bbox: 0.2301, loss_mask: 0.2653, loss: 0.8285 2022-09-29 13:29:03,839 - mmdet - INFO - Epoch [7][2100/7330] lr: 3.000e-02, eta: 2:19:45, time: 0.204, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0576, loss_cls: 0.2513, acc: 91.9480, loss_bbox: 0.2378, loss_mask: 0.2697, loss: 0.8577 2022-09-29 13:29:13,735 - mmdet - INFO - Epoch [7][2150/7330] lr: 3.000e-02, eta: 2:19:35, time: 0.198, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0580, loss_cls: 0.2497, acc: 92.0964, loss_bbox: 0.2281, loss_mask: 0.2650, loss: 0.8403 2022-09-29 13:29:24,010 - mmdet - INFO - Epoch [7][2200/7330] lr: 3.000e-02, eta: 2:19:25, time: 0.206, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0560, loss_cls: 0.2359, acc: 92.4294, loss_bbox: 0.2311, loss_mask: 0.2654, loss: 0.8263 2022-09-29 13:29:33,959 - mmdet - INFO - Epoch [7][2250/7330] lr: 3.000e-02, eta: 2:19:15, time: 0.199, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0578, loss_cls: 0.2504, acc: 91.9873, loss_bbox: 0.2351, loss_mask: 0.2690, loss: 0.8494 2022-09-29 13:29:44,116 - mmdet - INFO - Epoch [7][2300/7330] lr: 3.000e-02, eta: 2:19:05, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0573, loss_cls: 0.2491, acc: 91.9941, loss_bbox: 0.2359, loss_mask: 0.2683, loss: 0.8497 2022-09-29 13:29:54,064 - mmdet - INFO - Epoch [7][2350/7330] lr: 3.000e-02, eta: 2:18:55, time: 0.199, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0575, loss_cls: 0.2471, acc: 92.0518, loss_bbox: 0.2378, loss_mask: 0.2648, loss: 0.8439 2022-09-29 13:30:04,193 - mmdet - INFO - Epoch [7][2400/7330] lr: 3.000e-02, eta: 2:18:45, time: 0.203, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0586, loss_cls: 0.2397, acc: 92.2520, loss_bbox: 0.2353, loss_mask: 0.2641, loss: 0.8361 2022-09-29 13:30:13,998 - mmdet - INFO - Epoch [7][2450/7330] lr: 3.000e-02, eta: 2:18:35, time: 0.196, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0522, loss_cls: 0.2348, acc: 92.5271, loss_bbox: 0.2210, loss_mask: 0.2628, loss: 0.8066 2022-09-29 13:30:24,168 - mmdet - INFO - Epoch [7][2500/7330] lr: 3.000e-02, eta: 2:18:25, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0537, loss_cls: 0.2410, acc: 92.1658, loss_bbox: 0.2265, loss_mask: 0.2623, loss: 0.8227 2022-09-29 13:30:34,117 - mmdet - INFO - Epoch [7][2550/7330] lr: 3.000e-02, eta: 2:18:15, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0574, loss_cls: 0.2482, acc: 92.1064, loss_bbox: 0.2301, loss_mask: 0.2604, loss: 0.8333 2022-09-29 13:30:44,224 - mmdet - INFO - Epoch [7][2600/7330] lr: 3.000e-02, eta: 2:18:05, time: 0.202, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0586, loss_cls: 0.2541, acc: 92.0352, loss_bbox: 0.2431, loss_mask: 0.2646, loss: 0.8591 2022-09-29 13:30:54,368 - mmdet - INFO - Epoch [7][2650/7330] lr: 3.000e-02, eta: 2:17:55, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0547, loss_cls: 0.2336, acc: 92.5635, loss_bbox: 0.2203, loss_mask: 0.2659, loss: 0.8140 2022-09-29 13:31:04,451 - mmdet - INFO - Epoch [7][2700/7330] lr: 3.000e-02, eta: 2:17:45, time: 0.202, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0556, loss_cls: 0.2312, acc: 92.4709, loss_bbox: 0.2275, loss_mask: 0.2633, loss: 0.8148 2022-09-29 13:31:14,704 - mmdet - INFO - Epoch [7][2750/7330] lr: 3.000e-02, eta: 2:17:35, time: 0.205, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0560, loss_cls: 0.2393, acc: 92.2485, loss_bbox: 0.2283, loss_mask: 0.2669, loss: 0.8274 2022-09-29 13:31:24,868 - mmdet - INFO - Epoch [7][2800/7330] lr: 3.000e-02, eta: 2:17:25, time: 0.203, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0585, loss_cls: 0.2427, acc: 92.3967, loss_bbox: 0.2219, loss_mask: 0.2679, loss: 0.8297 2022-09-29 13:31:34,491 - mmdet - INFO - Epoch [7][2850/7330] lr: 3.000e-02, eta: 2:17:15, time: 0.192, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0528, loss_cls: 0.2305, acc: 92.6279, loss_bbox: 0.2184, loss_mask: 0.2638, loss: 0.8002 2022-09-29 13:31:44,349 - mmdet - INFO - Epoch [7][2900/7330] lr: 3.000e-02, eta: 2:17:05, time: 0.197, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0568, loss_cls: 0.2393, acc: 92.3813, loss_bbox: 0.2248, loss_mask: 0.2589, loss: 0.8139 2022-09-29 13:31:54,383 - mmdet - INFO - Epoch [7][2950/7330] lr: 3.000e-02, eta: 2:16:55, time: 0.201, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0558, loss_cls: 0.2324, acc: 92.5967, loss_bbox: 0.2189, loss_mask: 0.2662, loss: 0.8078 2022-09-29 13:32:04,341 - mmdet - INFO - Epoch [7][3000/7330] lr: 3.000e-02, eta: 2:16:45, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0580, loss_cls: 0.2453, acc: 92.0920, loss_bbox: 0.2343, loss_mask: 0.2711, loss: 0.8466 2022-09-29 13:32:13,905 - mmdet - INFO - Epoch [7][3050/7330] lr: 3.000e-02, eta: 2:16:35, time: 0.191, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0546, loss_cls: 0.2302, acc: 92.6418, loss_bbox: 0.2211, loss_mask: 0.2669, loss: 0.8093 2022-09-29 13:32:23,577 - mmdet - INFO - Epoch [7][3100/7330] lr: 3.000e-02, eta: 2:16:24, time: 0.193, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0529, loss_cls: 0.2300, acc: 92.6216, loss_bbox: 0.2230, loss_mask: 0.2618, loss: 0.8023 2022-09-29 13:32:33,170 - mmdet - INFO - Epoch [7][3150/7330] lr: 3.000e-02, eta: 2:16:14, time: 0.192, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0554, loss_cls: 0.2352, acc: 92.5264, loss_bbox: 0.2252, loss_mask: 0.2637, loss: 0.8157 2022-09-29 13:32:43,247 - mmdet - INFO - Epoch [7][3200/7330] lr: 3.000e-02, eta: 2:16:04, time: 0.202, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0526, loss_cls: 0.2303, acc: 92.6467, loss_bbox: 0.2175, loss_mask: 0.2564, loss: 0.7947 2022-09-29 13:32:53,616 - mmdet - INFO - Epoch [7][3250/7330] lr: 3.000e-02, eta: 2:15:54, time: 0.207, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0563, loss_cls: 0.2355, acc: 92.3508, loss_bbox: 0.2333, loss_mask: 0.2589, loss: 0.8199 2022-09-29 13:33:03,493 - mmdet - INFO - Epoch [7][3300/7330] lr: 3.000e-02, eta: 2:15:44, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0550, loss_cls: 0.2322, acc: 92.5103, loss_bbox: 0.2268, loss_mask: 0.2616, loss: 0.8139 2022-09-29 13:33:13,397 - mmdet - INFO - Epoch [7][3350/7330] lr: 3.000e-02, eta: 2:15:34, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0549, loss_cls: 0.2446, acc: 92.2207, loss_bbox: 0.2306, loss_mask: 0.2709, loss: 0.8411 2022-09-29 13:33:23,145 - mmdet - INFO - Epoch [7][3400/7330] lr: 3.000e-02, eta: 2:15:24, time: 0.195, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0544, loss_cls: 0.2369, acc: 92.5015, loss_bbox: 0.2220, loss_mask: 0.2651, loss: 0.8135 2022-09-29 13:33:32,844 - mmdet - INFO - Epoch [7][3450/7330] lr: 3.000e-02, eta: 2:15:13, time: 0.194, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0569, loss_cls: 0.2301, acc: 92.5847, loss_bbox: 0.2216, loss_mask: 0.2628, loss: 0.8077 2022-09-29 13:33:42,701 - mmdet - INFO - Epoch [7][3500/7330] lr: 3.000e-02, eta: 2:15:03, time: 0.197, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0543, loss_cls: 0.2382, acc: 92.4038, loss_bbox: 0.2240, loss_mask: 0.2670, loss: 0.8197 2022-09-29 13:33:53,026 - mmdet - INFO - Epoch [7][3550/7330] lr: 3.000e-02, eta: 2:14:54, time: 0.206, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0568, loss_cls: 0.2426, acc: 92.0596, loss_bbox: 0.2303, loss_mask: 0.2611, loss: 0.8283 2022-09-29 13:34:02,858 - mmdet - INFO - Epoch [7][3600/7330] lr: 3.000e-02, eta: 2:14:43, time: 0.197, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0548, loss_cls: 0.2401, acc: 92.2734, loss_bbox: 0.2286, loss_mask: 0.2683, loss: 0.8287 2022-09-29 13:34:12,510 - mmdet - INFO - Epoch [7][3650/7330] lr: 3.000e-02, eta: 2:14:33, time: 0.193, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0582, loss_cls: 0.2401, acc: 92.0820, loss_bbox: 0.2245, loss_mask: 0.2674, loss: 0.8272 2022-09-29 13:34:22,320 - mmdet - INFO - Epoch [7][3700/7330] lr: 3.000e-02, eta: 2:14:23, time: 0.196, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0551, loss_cls: 0.2441, acc: 92.2112, loss_bbox: 0.2318, loss_mask: 0.2735, loss: 0.8424 2022-09-29 13:34:32,088 - mmdet - INFO - Epoch [7][3750/7330] lr: 3.000e-02, eta: 2:14:13, time: 0.195, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0568, loss_cls: 0.2370, acc: 92.5271, loss_bbox: 0.2193, loss_mask: 0.2582, loss: 0.8076 2022-09-29 13:34:41,908 - mmdet - INFO - Epoch [7][3800/7330] lr: 3.000e-02, eta: 2:14:03, time: 0.196, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0543, loss_cls: 0.2408, acc: 92.4368, loss_bbox: 0.2246, loss_mask: 0.2661, loss: 0.8260 2022-09-29 13:34:52,135 - mmdet - INFO - Epoch [7][3850/7330] lr: 3.000e-02, eta: 2:13:53, time: 0.205, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0594, loss_cls: 0.2480, acc: 91.9268, loss_bbox: 0.2372, loss_mask: 0.2675, loss: 0.8493 2022-09-29 13:35:02,005 - mmdet - INFO - Epoch [7][3900/7330] lr: 3.000e-02, eta: 2:13:43, time: 0.197, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0519, loss_cls: 0.2356, acc: 92.4888, loss_bbox: 0.2150, loss_mask: 0.2636, loss: 0.8038 2022-09-29 13:35:11,891 - mmdet - INFO - Epoch [7][3950/7330] lr: 3.000e-02, eta: 2:13:32, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0561, loss_cls: 0.2385, acc: 92.3821, loss_bbox: 0.2239, loss_mask: 0.2675, loss: 0.8233 2022-09-29 13:35:22,131 - mmdet - INFO - Epoch [7][4000/7330] lr: 3.000e-02, eta: 2:13:23, time: 0.205, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0608, loss_cls: 0.2495, acc: 91.9863, loss_bbox: 0.2351, loss_mask: 0.2732, loss: 0.8599 2022-09-29 13:35:32,108 - mmdet - INFO - Epoch [7][4050/7330] lr: 3.000e-02, eta: 2:13:13, time: 0.200, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0592, loss_cls: 0.2494, acc: 92.1414, loss_bbox: 0.2319, loss_mask: 0.2669, loss: 0.8494 2022-09-29 13:35:42,313 - mmdet - INFO - Epoch [7][4100/7330] lr: 3.000e-02, eta: 2:13:03, time: 0.204, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0586, loss_cls: 0.2392, acc: 92.3264, loss_bbox: 0.2322, loss_mask: 0.2658, loss: 0.8328 2022-09-29 13:35:52,730 - mmdet - INFO - Epoch [7][4150/7330] lr: 3.000e-02, eta: 2:12:53, time: 0.208, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0581, loss_cls: 0.2445, acc: 91.9370, loss_bbox: 0.2384, loss_mask: 0.2686, loss: 0.8483 2022-09-29 13:36:02,565 - mmdet - INFO - Epoch [7][4200/7330] lr: 3.000e-02, eta: 2:12:43, time: 0.197, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0538, loss_cls: 0.2312, acc: 92.4878, loss_bbox: 0.2239, loss_mask: 0.2614, loss: 0.8083 2022-09-29 13:36:12,757 - mmdet - INFO - Epoch [7][4250/7330] lr: 3.000e-02, eta: 2:12:33, time: 0.204, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0624, loss_cls: 0.2564, acc: 91.8689, loss_bbox: 0.2429, loss_mask: 0.2758, loss: 0.8761 2022-09-29 13:36:23,024 - mmdet - INFO - Epoch [7][4300/7330] lr: 3.000e-02, eta: 2:12:23, time: 0.205, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0557, loss_cls: 0.2435, acc: 92.2231, loss_bbox: 0.2298, loss_mask: 0.2647, loss: 0.8310 2022-09-29 13:36:33,037 - mmdet - INFO - Epoch [7][4350/7330] lr: 3.000e-02, eta: 2:12:13, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0555, loss_cls: 0.2280, acc: 92.6494, loss_bbox: 0.2165, loss_mask: 0.2590, loss: 0.7949 2022-09-29 13:36:42,767 - mmdet - INFO - Epoch [7][4400/7330] lr: 3.000e-02, eta: 2:12:03, time: 0.195, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0528, loss_cls: 0.2328, acc: 92.5522, loss_bbox: 0.2179, loss_mask: 0.2665, loss: 0.8064 2022-09-29 13:36:52,531 - mmdet - INFO - Epoch [7][4450/7330] lr: 3.000e-02, eta: 2:11:53, time: 0.195, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0563, loss_cls: 0.2370, acc: 92.4351, loss_bbox: 0.2250, loss_mask: 0.2644, loss: 0.8196 2022-09-29 13:37:02,447 - mmdet - INFO - Epoch [7][4500/7330] lr: 3.000e-02, eta: 2:11:43, time: 0.198, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0569, loss_cls: 0.2342, acc: 92.4348, loss_bbox: 0.2290, loss_mask: 0.2727, loss: 0.8323 2022-09-29 13:37:12,564 - mmdet - INFO - Epoch [7][4550/7330] lr: 3.000e-02, eta: 2:11:33, time: 0.202, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0551, loss_cls: 0.2408, acc: 92.2207, loss_bbox: 0.2308, loss_mask: 0.2707, loss: 0.8328 2022-09-29 13:37:22,469 - mmdet - INFO - Epoch [7][4600/7330] lr: 3.000e-02, eta: 2:11:23, time: 0.198, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0557, loss_cls: 0.2364, acc: 92.3789, loss_bbox: 0.2310, loss_mask: 0.2679, loss: 0.8280 2022-09-29 13:37:32,640 - mmdet - INFO - Epoch [7][4650/7330] lr: 3.000e-02, eta: 2:11:13, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0570, loss_cls: 0.2426, acc: 92.2080, loss_bbox: 0.2304, loss_mask: 0.2639, loss: 0.8296 2022-09-29 13:37:42,289 - mmdet - INFO - Epoch [7][4700/7330] lr: 3.000e-02, eta: 2:11:03, time: 0.193, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0562, loss_cls: 0.2405, acc: 92.3079, loss_bbox: 0.2344, loss_mask: 0.2680, loss: 0.8388 2022-09-29 13:37:52,152 - mmdet - INFO - Epoch [7][4750/7330] lr: 3.000e-02, eta: 2:10:52, time: 0.197, data_time: 0.026, memory: 4996, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0542, loss_cls: 0.2320, acc: 92.6370, loss_bbox: 0.2242, loss_mask: 0.2614, loss: 0.8066 2022-09-29 13:38:02,404 - mmdet - INFO - Epoch [7][4800/7330] lr: 3.000e-02, eta: 2:10:43, time: 0.205, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0608, loss_cls: 0.2455, acc: 92.3105, loss_bbox: 0.2259, loss_mask: 0.2644, loss: 0.8371 2022-09-29 13:38:12,276 - mmdet - INFO - Epoch [7][4850/7330] lr: 3.000e-02, eta: 2:10:33, time: 0.197, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0530, loss_cls: 0.2281, acc: 92.7300, loss_bbox: 0.2145, loss_mask: 0.2666, loss: 0.7998 2022-09-29 13:38:22,243 - mmdet - INFO - Epoch [7][4900/7330] lr: 3.000e-02, eta: 2:10:22, time: 0.199, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0560, loss_cls: 0.2405, acc: 92.2981, loss_bbox: 0.2234, loss_mask: 0.2675, loss: 0.8220 2022-09-29 13:38:32,204 - mmdet - INFO - Epoch [7][4950/7330] lr: 3.000e-02, eta: 2:10:12, time: 0.199, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0543, loss_cls: 0.2404, acc: 92.3174, loss_bbox: 0.2310, loss_mask: 0.2598, loss: 0.8243 2022-09-29 13:38:42,116 - mmdet - INFO - Epoch [7][5000/7330] lr: 3.000e-02, eta: 2:10:02, time: 0.198, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0590, loss_cls: 0.2330, acc: 92.5425, loss_bbox: 0.2251, loss_mask: 0.2712, loss: 0.8293 2022-09-29 13:38:51,877 - mmdet - INFO - Epoch [7][5050/7330] lr: 3.000e-02, eta: 2:09:52, time: 0.195, data_time: 0.025, memory: 4996, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0542, loss_cls: 0.2332, acc: 92.3804, loss_bbox: 0.2244, loss_mask: 0.2613, loss: 0.8083 2022-09-29 13:39:01,867 - mmdet - INFO - Epoch [7][5100/7330] lr: 3.000e-02, eta: 2:09:42, time: 0.200, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0573, loss_cls: 0.2364, acc: 92.3137, loss_bbox: 0.2272, loss_mask: 0.2625, loss: 0.8216 2022-09-29 13:39:12,034 - mmdet - INFO - Epoch [7][5150/7330] lr: 3.000e-02, eta: 2:09:32, time: 0.203, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0588, loss_cls: 0.2451, acc: 92.2422, loss_bbox: 0.2283, loss_mask: 0.2707, loss: 0.8397 2022-09-29 13:39:22,262 - mmdet - INFO - Epoch [7][5200/7330] lr: 3.000e-02, eta: 2:09:22, time: 0.205, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0571, loss_cls: 0.2439, acc: 92.2717, loss_bbox: 0.2325, loss_mask: 0.2697, loss: 0.8438 2022-09-29 13:39:32,220 - mmdet - INFO - Epoch [7][5250/7330] lr: 3.000e-02, eta: 2:09:12, time: 0.199, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0561, loss_cls: 0.2417, acc: 92.2905, loss_bbox: 0.2271, loss_mask: 0.2745, loss: 0.8421 2022-09-29 13:39:42,262 - mmdet - INFO - Epoch [7][5300/7330] lr: 3.000e-02, eta: 2:09:02, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0548, loss_cls: 0.2441, acc: 92.2551, loss_bbox: 0.2277, loss_mask: 0.2673, loss: 0.8341 2022-09-29 13:39:52,446 - mmdet - INFO - Epoch [7][5350/7330] lr: 3.000e-02, eta: 2:08:52, time: 0.204, data_time: 0.026, memory: 4996, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0516, loss_cls: 0.2332, acc: 92.3196, loss_bbox: 0.2297, loss_mask: 0.2638, loss: 0.8134 2022-09-29 13:40:02,568 - mmdet - INFO - Epoch [7][5400/7330] lr: 3.000e-02, eta: 2:08:43, time: 0.202, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0580, loss_cls: 0.2507, acc: 91.9351, loss_bbox: 0.2347, loss_mask: 0.2688, loss: 0.8508 2022-09-29 13:40:12,840 - mmdet - INFO - Epoch [7][5450/7330] lr: 3.000e-02, eta: 2:08:33, time: 0.205, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0601, loss_cls: 0.2537, acc: 91.8770, loss_bbox: 0.2394, loss_mask: 0.2672, loss: 0.8616 2022-09-29 13:40:22,600 - mmdet - INFO - Epoch [7][5500/7330] lr: 3.000e-02, eta: 2:08:23, time: 0.195, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0541, loss_cls: 0.2294, acc: 92.7485, loss_bbox: 0.2204, loss_mask: 0.2693, loss: 0.8109 2022-09-29 13:40:32,656 - mmdet - INFO - Epoch [7][5550/7330] lr: 3.000e-02, eta: 2:08:13, time: 0.201, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0569, loss_cls: 0.2477, acc: 92.0593, loss_bbox: 0.2341, loss_mask: 0.2670, loss: 0.8440 2022-09-29 13:40:42,455 - mmdet - INFO - Epoch [7][5600/7330] lr: 3.000e-02, eta: 2:08:02, time: 0.196, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0559, loss_cls: 0.2418, acc: 92.4597, loss_bbox: 0.2253, loss_mask: 0.2614, loss: 0.8233 2022-09-29 13:40:52,137 - mmdet - INFO - Epoch [7][5650/7330] lr: 3.000e-02, eta: 2:07:52, time: 0.194, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0564, loss_cls: 0.2371, acc: 92.5637, loss_bbox: 0.2160, loss_mask: 0.2597, loss: 0.8087 2022-09-29 13:41:01,892 - mmdet - INFO - Epoch [7][5700/7330] lr: 3.000e-02, eta: 2:07:42, time: 0.195, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0571, loss_cls: 0.2403, acc: 92.4111, loss_bbox: 0.2275, loss_mask: 0.2705, loss: 0.8356 2022-09-29 13:41:11,825 - mmdet - INFO - Epoch [7][5750/7330] lr: 3.000e-02, eta: 2:07:32, time: 0.199, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0530, loss_cls: 0.2230, acc: 92.8823, loss_bbox: 0.2152, loss_mask: 0.2592, loss: 0.7856 2022-09-29 13:41:21,794 - mmdet - INFO - Epoch [7][5800/7330] lr: 3.000e-02, eta: 2:07:22, time: 0.199, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0581, loss_cls: 0.2412, acc: 92.1707, loss_bbox: 0.2310, loss_mask: 0.2693, loss: 0.8376 2022-09-29 13:41:31,730 - mmdet - INFO - Epoch [7][5850/7330] lr: 3.000e-02, eta: 2:07:12, time: 0.199, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0537, loss_cls: 0.2374, acc: 92.4707, loss_bbox: 0.2262, loss_mask: 0.2673, loss: 0.8206 2022-09-29 13:41:42,011 - mmdet - INFO - Epoch [7][5900/7330] lr: 3.000e-02, eta: 2:07:02, time: 0.206, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0572, loss_cls: 0.2473, acc: 92.1147, loss_bbox: 0.2355, loss_mask: 0.2682, loss: 0.8472 2022-09-29 13:41:51,947 - mmdet - INFO - Epoch [7][5950/7330] lr: 3.000e-02, eta: 2:06:52, time: 0.199, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0569, loss_cls: 0.2441, acc: 92.2102, loss_bbox: 0.2308, loss_mask: 0.2742, loss: 0.8440 2022-09-29 13:42:01,986 - mmdet - INFO - Epoch [7][6000/7330] lr: 3.000e-02, eta: 2:06:42, time: 0.201, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0540, loss_cls: 0.2269, acc: 92.7048, loss_bbox: 0.2165, loss_mask: 0.2617, loss: 0.7984 2022-09-29 13:42:12,242 - mmdet - INFO - Epoch [7][6050/7330] lr: 3.000e-02, eta: 2:06:32, time: 0.205, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0553, loss_cls: 0.2388, acc: 92.3608, loss_bbox: 0.2243, loss_mask: 0.2596, loss: 0.8180 2022-09-29 13:42:22,179 - mmdet - INFO - Epoch [7][6100/7330] lr: 3.000e-02, eta: 2:06:22, time: 0.199, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0551, loss_cls: 0.2369, acc: 92.4456, loss_bbox: 0.2297, loss_mask: 0.2663, loss: 0.8244 2022-09-29 13:42:32,355 - mmdet - INFO - Epoch [7][6150/7330] lr: 3.000e-02, eta: 2:06:12, time: 0.204, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0561, loss_cls: 0.2454, acc: 92.1616, loss_bbox: 0.2323, loss_mask: 0.2629, loss: 0.8363 2022-09-29 13:42:42,873 - mmdet - INFO - Epoch [7][6200/7330] lr: 3.000e-02, eta: 2:06:03, time: 0.210, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0578, loss_cls: 0.2433, acc: 92.2773, loss_bbox: 0.2285, loss_mask: 0.2657, loss: 0.8369 2022-09-29 13:42:53,198 - mmdet - INFO - Epoch [7][6250/7330] lr: 3.000e-02, eta: 2:05:53, time: 0.207, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0576, loss_cls: 0.2435, acc: 92.3916, loss_bbox: 0.2324, loss_mask: 0.2678, loss: 0.8409 2022-09-29 13:43:03,348 - mmdet - INFO - Epoch [7][6300/7330] lr: 3.000e-02, eta: 2:05:43, time: 0.203, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0597, loss_cls: 0.2463, acc: 92.1895, loss_bbox: 0.2288, loss_mask: 0.2694, loss: 0.8440 2022-09-29 13:43:13,432 - mmdet - INFO - Epoch [7][6350/7330] lr: 3.000e-02, eta: 2:05:33, time: 0.202, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0566, loss_cls: 0.2492, acc: 92.1941, loss_bbox: 0.2279, loss_mask: 0.2675, loss: 0.8411 2022-09-29 13:43:23,370 - mmdet - INFO - Epoch [7][6400/7330] lr: 3.000e-02, eta: 2:05:23, time: 0.199, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0591, loss_cls: 0.2406, acc: 92.4382, loss_bbox: 0.2243, loss_mask: 0.2650, loss: 0.8269 2022-09-29 13:43:33,399 - mmdet - INFO - Epoch [7][6450/7330] lr: 3.000e-02, eta: 2:05:13, time: 0.201, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0544, loss_cls: 0.2429, acc: 92.1411, loss_bbox: 0.2337, loss_mask: 0.2679, loss: 0.8370 2022-09-29 13:43:43,524 - mmdet - INFO - Epoch [7][6500/7330] lr: 3.000e-02, eta: 2:05:03, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0572, loss_cls: 0.2371, acc: 92.4045, loss_bbox: 0.2270, loss_mask: 0.2613, loss: 0.8203 2022-09-29 13:43:53,206 - mmdet - INFO - Epoch [7][6550/7330] lr: 3.000e-02, eta: 2:04:53, time: 0.194, data_time: 0.026, memory: 4996, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0494, loss_cls: 0.2282, acc: 92.6868, loss_bbox: 0.2140, loss_mask: 0.2575, loss: 0.7837 2022-09-29 13:44:03,560 - mmdet - INFO - Epoch [7][6600/7330] lr: 3.000e-02, eta: 2:04:43, time: 0.207, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0565, loss_cls: 0.2436, acc: 92.1311, loss_bbox: 0.2332, loss_mask: 0.2660, loss: 0.8373 2022-09-29 13:44:13,345 - mmdet - INFO - Epoch [7][6650/7330] lr: 3.000e-02, eta: 2:04:33, time: 0.196, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0539, loss_cls: 0.2270, acc: 92.6790, loss_bbox: 0.2221, loss_mask: 0.2661, loss: 0.8063 2022-09-29 13:44:23,286 - mmdet - INFO - Epoch [7][6700/7330] lr: 3.000e-02, eta: 2:04:23, time: 0.199, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0537, loss_cls: 0.2408, acc: 92.3679, loss_bbox: 0.2257, loss_mask: 0.2691, loss: 0.8257 2022-09-29 13:44:33,312 - mmdet - INFO - Epoch [7][6750/7330] lr: 3.000e-02, eta: 2:04:13, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0577, loss_cls: 0.2458, acc: 92.0911, loss_bbox: 0.2328, loss_mask: 0.2710, loss: 0.8464 2022-09-29 13:44:43,084 - mmdet - INFO - Epoch [7][6800/7330] lr: 3.000e-02, eta: 2:04:02, time: 0.195, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0516, loss_cls: 0.2415, acc: 92.2756, loss_bbox: 0.2242, loss_mask: 0.2704, loss: 0.8215 2022-09-29 13:44:52,862 - mmdet - INFO - Epoch [7][6850/7330] lr: 3.000e-02, eta: 2:03:52, time: 0.196, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0516, loss_cls: 0.2232, acc: 92.8450, loss_bbox: 0.2120, loss_mask: 0.2539, loss: 0.7755 2022-09-29 13:45:03,337 - mmdet - INFO - Epoch [7][6900/7330] lr: 3.000e-02, eta: 2:03:43, time: 0.209, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0610, loss_cls: 0.2480, acc: 91.8916, loss_bbox: 0.2365, loss_mask: 0.2701, loss: 0.8589 2022-09-29 13:45:13,371 - mmdet - INFO - Epoch [7][6950/7330] lr: 3.000e-02, eta: 2:03:33, time: 0.201, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0550, loss_cls: 0.2374, acc: 92.4917, loss_bbox: 0.2172, loss_mask: 0.2619, loss: 0.8127 2022-09-29 13:45:23,550 - mmdet - INFO - Epoch [7][7000/7330] lr: 3.000e-02, eta: 2:03:23, time: 0.204, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0581, loss_cls: 0.2453, acc: 92.1072, loss_bbox: 0.2324, loss_mask: 0.2681, loss: 0.8446 2022-09-29 13:45:33,619 - mmdet - INFO - Epoch [7][7050/7330] lr: 3.000e-02, eta: 2:03:13, time: 0.201, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0550, loss_cls: 0.2408, acc: 92.4001, loss_bbox: 0.2224, loss_mask: 0.2663, loss: 0.8211 2022-09-29 13:45:43,341 - mmdet - INFO - Epoch [7][7100/7330] lr: 3.000e-02, eta: 2:03:03, time: 0.194, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0535, loss_cls: 0.2358, acc: 92.4895, loss_bbox: 0.2175, loss_mask: 0.2600, loss: 0.8041 2022-09-29 13:45:53,487 - mmdet - INFO - Epoch [7][7150/7330] lr: 3.000e-02, eta: 2:02:53, time: 0.203, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0565, loss_cls: 0.2482, acc: 92.0957, loss_bbox: 0.2324, loss_mask: 0.2721, loss: 0.8473 2022-09-29 13:46:03,484 - mmdet - INFO - Epoch [7][7200/7330] lr: 3.000e-02, eta: 2:02:43, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0581, loss_cls: 0.2469, acc: 92.1750, loss_bbox: 0.2281, loss_mask: 0.2641, loss: 0.8333 2022-09-29 13:46:13,394 - mmdet - INFO - Epoch [7][7250/7330] lr: 3.000e-02, eta: 2:02:33, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0554, loss_cls: 0.2427, acc: 92.3721, loss_bbox: 0.2231, loss_mask: 0.2636, loss: 0.8228 2022-09-29 13:46:23,752 - mmdet - INFO - Epoch [7][7300/7330] lr: 3.000e-02, eta: 2:02:23, time: 0.207, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0574, loss_cls: 0.2426, acc: 92.2070, loss_bbox: 0.2323, loss_mask: 0.2737, loss: 0.8454 2022-09-29 13:46:29,793 - mmdet - INFO - Saving checkpoint at 7 epochs 2022-09-29 13:47:13,548 - mmdet - INFO - Evaluating bbox... 2022-09-29 13:47:40,126 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.311 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.496 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.340 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.178 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.345 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.402 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.462 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.462 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.462 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.264 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 ] = 0.593 2022-09-29 13:47:40,127 - mmdet - INFO - Evaluating segm... 2022-09-29 13:48:12,983 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.284 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.467 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.299 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.127 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.307 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.413 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.422 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.422 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.422 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.225 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.459 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.564 2022-09-29 13:48:13,406 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 13:48:13,407 - mmdet - INFO - Epoch(val) [7][625] bbox_mAP: 0.3110, bbox_mAP_50: 0.4960, bbox_mAP_75: 0.3400, bbox_mAP_s: 0.1780, bbox_mAP_m: 0.3450, bbox_mAP_l: 0.4020, bbox_mAP_copypaste: 0.311 0.496 0.340 0.178 0.345 0.402, segm_mAP: 0.2840, segm_mAP_50: 0.4670, segm_mAP_75: 0.2990, segm_mAP_s: 0.1270, segm_mAP_m: 0.3070, segm_mAP_l: 0.4130, segm_mAP_copypaste: 0.284 0.467 0.299 0.127 0.307 0.413 2022-09-29 13:48:27,175 - mmdet - INFO - Epoch [8][50/7330] lr: 3.000e-02, eta: 2:02:05, time: 0.275, data_time: 0.090, memory: 4996, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0542, loss_cls: 0.2247, acc: 92.7532, loss_bbox: 0.2090, loss_mask: 0.2553, loss: 0.7765 2022-09-29 13:48:37,784 - mmdet - INFO - Epoch [8][100/7330] lr: 3.000e-02, eta: 2:01:56, time: 0.212, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0561, loss_cls: 0.2356, acc: 92.3438, loss_bbox: 0.2279, loss_mask: 0.2604, loss: 0.8156 2022-09-29 13:48:47,693 - mmdet - INFO - Epoch [8][150/7330] lr: 3.000e-02, eta: 2:01:46, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0559, loss_cls: 0.2315, acc: 92.4446, loss_bbox: 0.2296, loss_mask: 0.2643, loss: 0.8159 2022-09-29 13:48:57,862 - mmdet - INFO - Epoch [8][200/7330] lr: 3.000e-02, eta: 2:01:36, time: 0.203, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0559, loss_cls: 0.2286, acc: 92.4270, loss_bbox: 0.2240, loss_mask: 0.2560, loss: 0.8006 2022-09-29 13:49:08,432 - mmdet - INFO - Epoch [8][250/7330] lr: 3.000e-02, eta: 2:01:26, time: 0.211, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0545, loss_cls: 0.2256, acc: 92.5996, loss_bbox: 0.2225, loss_mask: 0.2576, loss: 0.7949 2022-09-29 13:49:18,740 - mmdet - INFO - Epoch [8][300/7330] lr: 3.000e-02, eta: 2:01:16, time: 0.206, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0573, loss_cls: 0.2308, acc: 92.5466, loss_bbox: 0.2223, loss_mask: 0.2649, loss: 0.8085 2022-09-29 13:49:28,962 - mmdet - INFO - Epoch [8][350/7330] lr: 3.000e-02, eta: 2:01:06, time: 0.204, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0583, loss_cls: 0.2297, acc: 92.4822, loss_bbox: 0.2242, loss_mask: 0.2696, loss: 0.8162 2022-09-29 13:49:39,152 - mmdet - INFO - Epoch [8][400/7330] lr: 3.000e-02, eta: 2:00:56, time: 0.204, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0571, loss_cls: 0.2392, acc: 92.3254, loss_bbox: 0.2285, loss_mask: 0.2649, loss: 0.8253 2022-09-29 13:49:49,653 - mmdet - INFO - Epoch [8][450/7330] lr: 3.000e-02, eta: 2:00:47, time: 0.210, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0582, loss_cls: 0.2364, acc: 92.2505, loss_bbox: 0.2330, loss_mask: 0.2676, loss: 0.8333 2022-09-29 13:50:00,122 - mmdet - INFO - Epoch [8][500/7330] lr: 3.000e-02, eta: 2:00:37, time: 0.209, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0578, loss_cls: 0.2461, acc: 91.9749, loss_bbox: 0.2407, loss_mask: 0.2663, loss: 0.8470 2022-09-29 13:50:09,980 - mmdet - INFO - Epoch [8][550/7330] lr: 3.000e-02, eta: 2:00:27, time: 0.197, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0554, loss_cls: 0.2339, acc: 92.5374, loss_bbox: 0.2211, loss_mask: 0.2598, loss: 0.8037 2022-09-29 13:50:20,212 - mmdet - INFO - Epoch [8][600/7330] lr: 3.000e-02, eta: 2:00:17, time: 0.205, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0519, loss_cls: 0.2325, acc: 92.2905, loss_bbox: 0.2231, loss_mask: 0.2570, loss: 0.8003 2022-09-29 13:50:30,262 - mmdet - INFO - Epoch [8][650/7330] lr: 3.000e-02, eta: 2:00:07, time: 0.201, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0563, loss_cls: 0.2409, acc: 92.1829, loss_bbox: 0.2239, loss_mask: 0.2603, loss: 0.8175 2022-09-29 13:50:40,503 - mmdet - INFO - Epoch [8][700/7330] lr: 3.000e-02, eta: 1:59:57, time: 0.205, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0536, loss_cls: 0.2399, acc: 92.2551, loss_bbox: 0.2287, loss_mask: 0.2627, loss: 0.8209 2022-09-29 13:50:50,527 - mmdet - INFO - Epoch [8][750/7330] lr: 3.000e-02, eta: 1:59:47, time: 0.200, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0570, loss_cls: 0.2406, acc: 92.2161, loss_bbox: 0.2343, loss_mask: 0.2618, loss: 0.8290 2022-09-29 13:51:00,687 - mmdet - INFO - Epoch [8][800/7330] lr: 3.000e-02, eta: 1:59:37, time: 0.203, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0583, loss_cls: 0.2299, acc: 92.4526, loss_bbox: 0.2254, loss_mask: 0.2646, loss: 0.8149 2022-09-29 13:51:10,606 - mmdet - INFO - Epoch [8][850/7330] lr: 3.000e-02, eta: 1:59:27, time: 0.198, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0547, loss_cls: 0.2289, acc: 92.7058, loss_bbox: 0.2171, loss_mask: 0.2617, loss: 0.7984 2022-09-29 13:51:20,750 - mmdet - INFO - Epoch [8][900/7330] lr: 3.000e-02, eta: 1:59:17, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0577, loss_cls: 0.2422, acc: 92.3225, loss_bbox: 0.2334, loss_mask: 0.2683, loss: 0.8408 2022-09-29 13:51:31,246 - mmdet - INFO - Epoch [8][950/7330] lr: 3.000e-02, eta: 1:59:08, time: 0.210, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0572, loss_cls: 0.2299, acc: 92.4622, loss_bbox: 0.2270, loss_mask: 0.2632, loss: 0.8156 2022-09-29 13:51:41,605 - mmdet - INFO - Epoch [8][1000/7330] lr: 3.000e-02, eta: 1:58:58, time: 0.207, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0558, loss_cls: 0.2340, acc: 92.5393, loss_bbox: 0.2265, loss_mask: 0.2621, loss: 0.8144 2022-09-29 13:51:52,002 - mmdet - INFO - Epoch [8][1050/7330] lr: 3.000e-02, eta: 1:58:48, time: 0.208, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0572, loss_cls: 0.2326, acc: 92.5774, loss_bbox: 0.2309, loss_mask: 0.2635, loss: 0.8214 2022-09-29 13:52:02,278 - mmdet - INFO - Epoch [8][1100/7330] lr: 3.000e-02, eta: 1:58:38, time: 0.206, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0562, loss_cls: 0.2316, acc: 92.3447, loss_bbox: 0.2256, loss_mask: 0.2559, loss: 0.8080 2022-09-29 13:52:12,171 - mmdet - INFO - Epoch [8][1150/7330] lr: 3.000e-02, eta: 1:58:28, time: 0.198, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0519, loss_cls: 0.2246, acc: 92.6594, loss_bbox: 0.2178, loss_mask: 0.2569, loss: 0.7855 2022-09-29 13:52:22,499 - mmdet - INFO - Epoch [8][1200/7330] lr: 3.000e-02, eta: 1:58:18, time: 0.207, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0580, loss_cls: 0.2421, acc: 92.0046, loss_bbox: 0.2371, loss_mask: 0.2602, loss: 0.8324 2022-09-29 13:52:32,737 - mmdet - INFO - Epoch [8][1250/7330] lr: 3.000e-02, eta: 1:58:09, time: 0.205, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0558, loss_cls: 0.2368, acc: 92.3237, loss_bbox: 0.2234, loss_mask: 0.2668, loss: 0.8203 2022-09-29 13:52:42,905 - mmdet - INFO - Epoch [8][1300/7330] lr: 3.000e-02, eta: 1:57:59, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0577, loss_cls: 0.2339, acc: 92.4033, loss_bbox: 0.2295, loss_mask: 0.2639, loss: 0.8205 2022-09-29 13:52:53,033 - mmdet - INFO - Epoch [8][1350/7330] lr: 3.000e-02, eta: 1:57:49, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0557, loss_cls: 0.2416, acc: 92.1814, loss_bbox: 0.2266, loss_mask: 0.2669, loss: 0.8299 2022-09-29 13:53:03,362 - mmdet - INFO - Epoch [8][1400/7330] lr: 3.000e-02, eta: 1:57:39, time: 0.207, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0544, loss_cls: 0.2336, acc: 92.4238, loss_bbox: 0.2243, loss_mask: 0.2634, loss: 0.8116 2022-09-29 13:53:13,499 - mmdet - INFO - Epoch [8][1450/7330] lr: 3.000e-02, eta: 1:57:29, time: 0.203, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0546, loss_cls: 0.2192, acc: 92.7708, loss_bbox: 0.2185, loss_mask: 0.2604, loss: 0.7871 2022-09-29 13:53:23,646 - mmdet - INFO - Epoch [8][1500/7330] lr: 3.000e-02, eta: 1:57:19, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0557, loss_cls: 0.2327, acc: 92.5938, loss_bbox: 0.2257, loss_mask: 0.2695, loss: 0.8196 2022-09-29 13:53:33,573 - mmdet - INFO - Epoch [8][1550/7330] lr: 3.000e-02, eta: 1:57:09, time: 0.199, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0546, loss_cls: 0.2343, acc: 92.4287, loss_bbox: 0.2239, loss_mask: 0.2611, loss: 0.8092 2022-09-29 13:53:43,675 - mmdet - INFO - Epoch [8][1600/7330] lr: 3.000e-02, eta: 1:56:59, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0579, loss_cls: 0.2372, acc: 92.4158, loss_bbox: 0.2290, loss_mask: 0.2651, loss: 0.8250 2022-09-29 13:53:53,690 - mmdet - INFO - Epoch [8][1650/7330] lr: 3.000e-02, eta: 1:56:49, time: 0.200, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0550, loss_cls: 0.2315, acc: 92.5476, loss_bbox: 0.2191, loss_mask: 0.2657, loss: 0.8076 2022-09-29 13:54:03,987 - mmdet - INFO - Epoch [8][1700/7330] lr: 3.000e-02, eta: 1:56:39, time: 0.206, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0577, loss_cls: 0.2428, acc: 92.2112, loss_bbox: 0.2373, loss_mask: 0.2667, loss: 0.8452 2022-09-29 13:54:14,125 - mmdet - INFO - Epoch [8][1750/7330] lr: 3.000e-02, eta: 1:56:29, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0562, loss_cls: 0.2314, acc: 92.4592, loss_bbox: 0.2281, loss_mask: 0.2607, loss: 0.8131 2022-09-29 13:54:24,089 - mmdet - INFO - Epoch [8][1800/7330] lr: 3.000e-02, eta: 1:56:19, time: 0.199, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0553, loss_cls: 0.2323, acc: 92.5352, loss_bbox: 0.2244, loss_mask: 0.2601, loss: 0.8089 2022-09-29 13:54:34,185 - mmdet - INFO - Epoch [8][1850/7330] lr: 3.000e-02, eta: 1:56:09, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0543, loss_cls: 0.2350, acc: 92.3633, loss_bbox: 0.2273, loss_mask: 0.2600, loss: 0.8130 2022-09-29 13:54:44,272 - mmdet - INFO - Epoch [8][1900/7330] lr: 3.000e-02, eta: 1:55:59, time: 0.202, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0570, loss_cls: 0.2327, acc: 92.4922, loss_bbox: 0.2248, loss_mask: 0.2577, loss: 0.8078 2022-09-29 13:54:54,834 - mmdet - INFO - Epoch [8][1950/7330] lr: 3.000e-02, eta: 1:55:50, time: 0.211, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0609, loss_cls: 0.2446, acc: 92.0449, loss_bbox: 0.2322, loss_mask: 0.2699, loss: 0.8474 2022-09-29 13:55:04,985 - mmdet - INFO - Epoch [8][2000/7330] lr: 3.000e-02, eta: 1:55:40, time: 0.203, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0561, loss_cls: 0.2308, acc: 92.5312, loss_bbox: 0.2269, loss_mask: 0.2637, loss: 0.8145 2022-09-29 13:55:15,374 - mmdet - INFO - Epoch [8][2050/7330] lr: 3.000e-02, eta: 1:55:30, time: 0.208, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0557, loss_cls: 0.2299, acc: 92.4583, loss_bbox: 0.2236, loss_mask: 0.2607, loss: 0.8068 2022-09-29 13:55:25,785 - mmdet - INFO - Epoch [8][2100/7330] lr: 3.000e-02, eta: 1:55:20, time: 0.208, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0556, loss_cls: 0.2375, acc: 92.2312, loss_bbox: 0.2335, loss_mask: 0.2662, loss: 0.8299 2022-09-29 13:55:36,108 - mmdet - INFO - Epoch [8][2150/7330] lr: 3.000e-02, eta: 1:55:10, time: 0.206, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0589, loss_cls: 0.2346, acc: 92.3391, loss_bbox: 0.2303, loss_mask: 0.2563, loss: 0.8174 2022-09-29 13:55:46,089 - mmdet - INFO - Epoch [8][2200/7330] lr: 3.000e-02, eta: 1:55:00, time: 0.200, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0554, loss_cls: 0.2324, acc: 92.5359, loss_bbox: 0.2194, loss_mask: 0.2560, loss: 0.7979 2022-09-29 13:55:56,182 - mmdet - INFO - Epoch [8][2250/7330] lr: 3.000e-02, eta: 1:54:50, time: 0.202, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0567, loss_cls: 0.2308, acc: 92.4329, loss_bbox: 0.2248, loss_mask: 0.2602, loss: 0.8108 2022-09-29 13:56:06,335 - mmdet - INFO - Epoch [8][2300/7330] lr: 3.000e-02, eta: 1:54:40, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0573, loss_cls: 0.2321, acc: 92.4980, loss_bbox: 0.2264, loss_mask: 0.2668, loss: 0.8219 2022-09-29 13:56:16,251 - mmdet - INFO - Epoch [8][2350/7330] lr: 3.000e-02, eta: 1:54:30, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0526, loss_cls: 0.2320, acc: 92.6277, loss_bbox: 0.2241, loss_mask: 0.2614, loss: 0.8065 2022-09-29 13:56:26,455 - mmdet - INFO - Epoch [8][2400/7330] lr: 3.000e-02, eta: 1:54:20, time: 0.204, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0601, loss_cls: 0.2370, acc: 92.2322, loss_bbox: 0.2316, loss_mask: 0.2627, loss: 0.8293 2022-09-29 13:56:36,287 - mmdet - INFO - Epoch [8][2450/7330] lr: 3.000e-02, eta: 1:54:10, time: 0.197, data_time: 0.026, memory: 4996, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0491, loss_cls: 0.2249, acc: 92.6372, loss_bbox: 0.2194, loss_mask: 0.2596, loss: 0.7870 2022-09-29 13:56:46,437 - mmdet - INFO - Epoch [8][2500/7330] lr: 3.000e-02, eta: 1:54:00, time: 0.203, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0532, loss_cls: 0.2399, acc: 92.2969, loss_bbox: 0.2285, loss_mask: 0.2692, loss: 0.8279 2022-09-29 13:56:56,363 - mmdet - INFO - Epoch [8][2550/7330] lr: 3.000e-02, eta: 1:53:50, time: 0.198, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0572, loss_cls: 0.2447, acc: 91.9692, loss_bbox: 0.2336, loss_mask: 0.2727, loss: 0.8464 2022-09-29 13:57:06,718 - mmdet - INFO - Epoch [8][2600/7330] lr: 3.000e-02, eta: 1:53:41, time: 0.207, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0596, loss_cls: 0.2396, acc: 92.2083, loss_bbox: 0.2288, loss_mask: 0.2613, loss: 0.8274 2022-09-29 13:57:16,752 - mmdet - INFO - Epoch [8][2650/7330] lr: 3.000e-02, eta: 1:53:31, time: 0.201, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0575, loss_cls: 0.2301, acc: 92.5278, loss_bbox: 0.2204, loss_mask: 0.2623, loss: 0.8055 2022-09-29 13:57:26,979 - mmdet - INFO - Epoch [8][2700/7330] lr: 3.000e-02, eta: 1:53:21, time: 0.205, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0587, loss_cls: 0.2518, acc: 91.9250, loss_bbox: 0.2364, loss_mask: 0.2635, loss: 0.8492 2022-09-29 13:57:37,029 - mmdet - INFO - Epoch [8][2750/7330] lr: 3.000e-02, eta: 1:53:11, time: 0.201, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0537, loss_cls: 0.2408, acc: 92.2805, loss_bbox: 0.2341, loss_mask: 0.2599, loss: 0.8242 2022-09-29 13:57:46,990 - mmdet - INFO - Epoch [8][2800/7330] lr: 3.000e-02, eta: 1:53:01, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0558, loss_cls: 0.2352, acc: 92.3767, loss_bbox: 0.2275, loss_mask: 0.2603, loss: 0.8138 2022-09-29 13:57:56,843 - mmdet - INFO - Epoch [8][2850/7330] lr: 3.000e-02, eta: 1:52:50, time: 0.197, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0558, loss_cls: 0.2321, acc: 92.4380, loss_bbox: 0.2155, loss_mask: 0.2563, loss: 0.7949 2022-09-29 13:58:06,926 - mmdet - INFO - Epoch [8][2900/7330] lr: 3.000e-02, eta: 1:52:41, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0561, loss_cls: 0.2399, acc: 92.1736, loss_bbox: 0.2280, loss_mask: 0.2619, loss: 0.8237 2022-09-29 13:58:17,224 - mmdet - INFO - Epoch [8][2950/7330] lr: 3.000e-02, eta: 1:52:31, time: 0.206, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0514, loss_cls: 0.2312, acc: 92.3843, loss_bbox: 0.2278, loss_mask: 0.2583, loss: 0.8034 2022-09-29 13:58:26,912 - mmdet - INFO - Epoch [8][3000/7330] lr: 3.000e-02, eta: 1:52:20, time: 0.194, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0539, loss_cls: 0.2341, acc: 92.3689, loss_bbox: 0.2259, loss_mask: 0.2713, loss: 0.8211 2022-09-29 13:58:36,784 - mmdet - INFO - Epoch [8][3050/7330] lr: 3.000e-02, eta: 1:52:10, time: 0.197, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0523, loss_cls: 0.2306, acc: 92.5627, loss_bbox: 0.2189, loss_mask: 0.2588, loss: 0.7938 2022-09-29 13:58:46,569 - mmdet - INFO - Epoch [8][3100/7330] lr: 3.000e-02, eta: 1:52:00, time: 0.196, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0540, loss_cls: 0.2378, acc: 92.3191, loss_bbox: 0.2302, loss_mask: 0.2671, loss: 0.8234 2022-09-29 13:58:56,283 - mmdet - INFO - Epoch [8][3150/7330] lr: 3.000e-02, eta: 1:51:50, time: 0.194, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0535, loss_cls: 0.2350, acc: 92.6636, loss_bbox: 0.2164, loss_mask: 0.2660, loss: 0.8094 2022-09-29 13:59:06,798 - mmdet - INFO - Epoch [8][3200/7330] lr: 3.000e-02, eta: 1:51:40, time: 0.210, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0581, loss_cls: 0.2537, acc: 91.8154, loss_bbox: 0.2402, loss_mask: 0.2697, loss: 0.8619 2022-09-29 13:59:16,520 - mmdet - INFO - Epoch [8][3250/7330] lr: 3.000e-02, eta: 1:51:30, time: 0.194, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0530, loss_cls: 0.2352, acc: 92.4810, loss_bbox: 0.2198, loss_mask: 0.2610, loss: 0.8047 2022-09-29 13:59:26,285 - mmdet - INFO - Epoch [8][3300/7330] lr: 3.000e-02, eta: 1:51:20, time: 0.195, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0543, loss_cls: 0.2394, acc: 92.1592, loss_bbox: 0.2323, loss_mask: 0.2612, loss: 0.8228 2022-09-29 13:59:36,248 - mmdet - INFO - Epoch [8][3350/7330] lr: 3.000e-02, eta: 1:51:10, time: 0.199, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0558, loss_cls: 0.2293, acc: 92.6541, loss_bbox: 0.2222, loss_mask: 0.2570, loss: 0.8007 2022-09-29 13:59:46,050 - mmdet - INFO - Epoch [8][3400/7330] lr: 3.000e-02, eta: 1:51:00, time: 0.196, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0553, loss_cls: 0.2322, acc: 92.4814, loss_bbox: 0.2247, loss_mask: 0.2641, loss: 0.8113 2022-09-29 13:59:56,275 - mmdet - INFO - Epoch [8][3450/7330] lr: 3.000e-02, eta: 1:50:50, time: 0.204, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0540, loss_cls: 0.2371, acc: 92.3835, loss_bbox: 0.2296, loss_mask: 0.2654, loss: 0.8221 2022-09-29 14:00:06,484 - mmdet - INFO - Epoch [8][3500/7330] lr: 3.000e-02, eta: 1:50:40, time: 0.204, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0541, loss_cls: 0.2420, acc: 92.3455, loss_bbox: 0.2295, loss_mask: 0.2656, loss: 0.8274 2022-09-29 14:00:16,497 - mmdet - INFO - Epoch [8][3550/7330] lr: 3.000e-02, eta: 1:50:30, time: 0.200, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0526, loss_cls: 0.2271, acc: 92.6924, loss_bbox: 0.2178, loss_mask: 0.2585, loss: 0.7916 2022-09-29 14:00:26,687 - mmdet - INFO - Epoch [8][3600/7330] lr: 3.000e-02, eta: 1:50:20, time: 0.204, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0596, loss_cls: 0.2411, acc: 92.1731, loss_bbox: 0.2295, loss_mask: 0.2636, loss: 0.8324 2022-09-29 14:00:36,796 - mmdet - INFO - Epoch [8][3650/7330] lr: 3.000e-02, eta: 1:50:10, time: 0.202, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0535, loss_cls: 0.2283, acc: 92.5435, loss_bbox: 0.2193, loss_mask: 0.2599, loss: 0.7958 2022-09-29 14:00:46,711 - mmdet - INFO - Epoch [8][3700/7330] lr: 3.000e-02, eta: 1:50:00, time: 0.198, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0533, loss_cls: 0.2374, acc: 92.3716, loss_bbox: 0.2238, loss_mask: 0.2719, loss: 0.8228 2022-09-29 14:00:56,566 - mmdet - INFO - Epoch [8][3750/7330] lr: 3.000e-02, eta: 1:49:50, time: 0.197, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0546, loss_cls: 0.2360, acc: 92.4031, loss_bbox: 0.2223, loss_mask: 0.2611, loss: 0.8099 2022-09-29 14:01:06,461 - mmdet - INFO - Epoch [8][3800/7330] lr: 3.000e-02, eta: 1:49:40, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0532, loss_cls: 0.2344, acc: 92.4946, loss_bbox: 0.2224, loss_mask: 0.2593, loss: 0.8028 2022-09-29 14:01:16,099 - mmdet - INFO - Epoch [8][3850/7330] lr: 3.000e-02, eta: 1:49:30, time: 0.193, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0540, loss_cls: 0.2387, acc: 92.4080, loss_bbox: 0.2303, loss_mask: 0.2613, loss: 0.8181 2022-09-29 14:01:26,131 - mmdet - INFO - Epoch [8][3900/7330] lr: 3.000e-02, eta: 1:49:20, time: 0.201, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0559, loss_cls: 0.2344, acc: 92.5857, loss_bbox: 0.2205, loss_mask: 0.2612, loss: 0.8106 2022-09-29 14:01:35,518 - mmdet - INFO - Epoch [8][3950/7330] lr: 3.000e-02, eta: 1:49:09, time: 0.188, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0542, loss_cls: 0.2319, acc: 92.5542, loss_bbox: 0.2197, loss_mask: 0.2639, loss: 0.8045 2022-09-29 14:01:45,810 - mmdet - INFO - Epoch [8][4000/7330] lr: 3.000e-02, eta: 1:48:59, time: 0.206, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0567, loss_cls: 0.2393, acc: 92.2224, loss_bbox: 0.2284, loss_mask: 0.2625, loss: 0.8252 2022-09-29 14:01:55,829 - mmdet - INFO - Epoch [8][4050/7330] lr: 3.000e-02, eta: 1:48:49, time: 0.200, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0539, loss_cls: 0.2288, acc: 92.6553, loss_bbox: 0.2194, loss_mask: 0.2646, loss: 0.8056 2022-09-29 14:02:05,452 - mmdet - INFO - Epoch [8][4100/7330] lr: 3.000e-02, eta: 1:48:39, time: 0.192, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0545, loss_cls: 0.2320, acc: 92.4988, loss_bbox: 0.2241, loss_mask: 0.2571, loss: 0.8031 2022-09-29 14:02:15,435 - mmdet - INFO - Epoch [8][4150/7330] lr: 3.000e-02, eta: 1:48:29, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0573, loss_cls: 0.2373, acc: 92.4165, loss_bbox: 0.2242, loss_mask: 0.2642, loss: 0.8201 2022-09-29 14:02:25,440 - mmdet - INFO - Epoch [8][4200/7330] lr: 3.000e-02, eta: 1:48:19, time: 0.200, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0563, loss_cls: 0.2291, acc: 92.6958, loss_bbox: 0.2155, loss_mask: 0.2626, loss: 0.8001 2022-09-29 14:02:35,567 - mmdet - INFO - Epoch [8][4250/7330] lr: 3.000e-02, eta: 1:48:09, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0587, loss_cls: 0.2357, acc: 92.3000, loss_bbox: 0.2242, loss_mask: 0.2602, loss: 0.8167 2022-09-29 14:02:45,367 - mmdet - INFO - Epoch [8][4300/7330] lr: 3.000e-02, eta: 1:47:59, time: 0.196, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0562, loss_cls: 0.2323, acc: 92.4849, loss_bbox: 0.2243, loss_mask: 0.2636, loss: 0.8132 2022-09-29 14:02:55,477 - mmdet - INFO - Epoch [8][4350/7330] lr: 3.000e-02, eta: 1:47:49, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0563, loss_cls: 0.2388, acc: 92.2842, loss_bbox: 0.2316, loss_mask: 0.2637, loss: 0.8264 2022-09-29 14:03:05,207 - mmdet - INFO - Epoch [8][4400/7330] lr: 3.000e-02, eta: 1:47:39, time: 0.195, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0543, loss_cls: 0.2251, acc: 92.6360, loss_bbox: 0.2186, loss_mask: 0.2626, loss: 0.7956 2022-09-29 14:03:15,279 - mmdet - INFO - Epoch [8][4450/7330] lr: 3.000e-02, eta: 1:47:29, time: 0.201, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0523, loss_cls: 0.2385, acc: 92.3682, loss_bbox: 0.2280, loss_mask: 0.2659, loss: 0.8199 2022-09-29 14:03:25,441 - mmdet - INFO - Epoch [8][4500/7330] lr: 3.000e-02, eta: 1:47:19, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0568, loss_cls: 0.2432, acc: 92.2449, loss_bbox: 0.2281, loss_mask: 0.2653, loss: 0.8333 2022-09-29 14:03:35,354 - mmdet - INFO - Epoch [8][4550/7330] lr: 3.000e-02, eta: 1:47:09, time: 0.198, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0541, loss_cls: 0.2348, acc: 92.4385, loss_bbox: 0.2257, loss_mask: 0.2585, loss: 0.8087 2022-09-29 14:03:45,822 - mmdet - INFO - Epoch [8][4600/7330] lr: 3.000e-02, eta: 1:46:59, time: 0.209, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0587, loss_cls: 0.2459, acc: 91.9463, loss_bbox: 0.2386, loss_mask: 0.2696, loss: 0.8512 2022-09-29 14:03:55,893 - mmdet - INFO - Epoch [8][4650/7330] lr: 3.000e-02, eta: 1:46:49, time: 0.201, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0528, loss_cls: 0.2287, acc: 92.5903, loss_bbox: 0.2188, loss_mask: 0.2612, loss: 0.7981 2022-09-29 14:04:05,564 - mmdet - INFO - Epoch [8][4700/7330] lr: 3.000e-02, eta: 1:46:39, time: 0.193, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0590, loss_cls: 0.2498, acc: 91.9705, loss_bbox: 0.2383, loss_mask: 0.2708, loss: 0.8538 2022-09-29 14:04:15,662 - mmdet - INFO - Epoch [8][4750/7330] lr: 3.000e-02, eta: 1:46:29, time: 0.202, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0538, loss_cls: 0.2426, acc: 92.1248, loss_bbox: 0.2350, loss_mask: 0.2630, loss: 0.8304 2022-09-29 14:04:25,752 - mmdet - INFO - Epoch [8][4800/7330] lr: 3.000e-02, eta: 1:46:19, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0556, loss_cls: 0.2365, acc: 92.2490, loss_bbox: 0.2310, loss_mask: 0.2692, loss: 0.8337 2022-09-29 14:04:35,879 - mmdet - INFO - Epoch [8][4850/7330] lr: 3.000e-02, eta: 1:46:09, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0559, loss_cls: 0.2421, acc: 92.1396, loss_bbox: 0.2336, loss_mask: 0.2727, loss: 0.8408 2022-09-29 14:04:46,018 - mmdet - INFO - Epoch [8][4900/7330] lr: 3.000e-02, eta: 1:45:59, time: 0.203, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0548, loss_cls: 0.2407, acc: 92.2856, loss_bbox: 0.2249, loss_mask: 0.2599, loss: 0.8182 2022-09-29 14:04:56,312 - mmdet - INFO - Epoch [8][4950/7330] lr: 3.000e-02, eta: 1:45:49, time: 0.206, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0587, loss_cls: 0.2416, acc: 92.2085, loss_bbox: 0.2297, loss_mask: 0.2630, loss: 0.8306 2022-09-29 14:05:06,083 - mmdet - INFO - Epoch [8][5000/7330] lr: 3.000e-02, eta: 1:45:39, time: 0.195, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0543, loss_cls: 0.2358, acc: 92.5425, loss_bbox: 0.2243, loss_mask: 0.2618, loss: 0.8131 2022-09-29 14:05:15,664 - mmdet - INFO - Epoch [8][5050/7330] lr: 3.000e-02, eta: 1:45:29, time: 0.192, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0540, loss_cls: 0.2391, acc: 92.4050, loss_bbox: 0.2296, loss_mask: 0.2732, loss: 0.8322 2022-09-29 14:05:25,686 - mmdet - INFO - Epoch [8][5100/7330] lr: 3.000e-02, eta: 1:45:19, time: 0.200, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0542, loss_cls: 0.2333, acc: 92.4817, loss_bbox: 0.2254, loss_mask: 0.2602, loss: 0.8091 2022-09-29 14:05:35,602 - mmdet - INFO - Epoch [8][5150/7330] lr: 3.000e-02, eta: 1:45:09, time: 0.198, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0543, loss_cls: 0.2293, acc: 92.5396, loss_bbox: 0.2220, loss_mask: 0.2608, loss: 0.8014 2022-09-29 14:05:45,308 - mmdet - INFO - Epoch [8][5200/7330] lr: 3.000e-02, eta: 1:44:58, time: 0.194, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0542, loss_cls: 0.2349, acc: 92.4211, loss_bbox: 0.2263, loss_mask: 0.2670, loss: 0.8201 2022-09-29 14:05:55,338 - mmdet - INFO - Epoch [8][5250/7330] lr: 3.000e-02, eta: 1:44:48, time: 0.201, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0588, loss_cls: 0.2373, acc: 92.2258, loss_bbox: 0.2319, loss_mask: 0.2702, loss: 0.8357 2022-09-29 14:06:05,571 - mmdet - INFO - Epoch [8][5300/7330] lr: 3.000e-02, eta: 1:44:39, time: 0.205, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0596, loss_cls: 0.2499, acc: 91.9932, loss_bbox: 0.2406, loss_mask: 0.2706, loss: 0.8599 2022-09-29 14:06:15,954 - mmdet - INFO - Epoch [8][5350/7330] lr: 3.000e-02, eta: 1:44:29, time: 0.208, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0570, loss_cls: 0.2267, acc: 92.6284, loss_bbox: 0.2211, loss_mask: 0.2650, loss: 0.8072 2022-09-29 14:06:26,068 - mmdet - INFO - Epoch [8][5400/7330] lr: 3.000e-02, eta: 1:44:19, time: 0.202, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0558, loss_cls: 0.2372, acc: 92.3672, loss_bbox: 0.2257, loss_mask: 0.2609, loss: 0.8178 2022-09-29 14:06:36,045 - mmdet - INFO - Epoch [8][5450/7330] lr: 3.000e-02, eta: 1:44:09, time: 0.199, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0570, loss_cls: 0.2433, acc: 92.3174, loss_bbox: 0.2246, loss_mask: 0.2689, loss: 0.8335 2022-09-29 14:06:46,163 - mmdet - INFO - Epoch [8][5500/7330] lr: 3.000e-02, eta: 1:43:59, time: 0.202, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0551, loss_cls: 0.2357, acc: 92.3171, loss_bbox: 0.2269, loss_mask: 0.2629, loss: 0.8179 2022-09-29 14:06:55,907 - mmdet - INFO - Epoch [8][5550/7330] lr: 3.000e-02, eta: 1:43:49, time: 0.195, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0509, loss_cls: 0.2359, acc: 92.4421, loss_bbox: 0.2213, loss_mask: 0.2692, loss: 0.8146 2022-09-29 14:07:06,104 - mmdet - INFO - Epoch [8][5600/7330] lr: 3.000e-02, eta: 1:43:39, time: 0.204, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0584, loss_cls: 0.2478, acc: 92.0710, loss_bbox: 0.2294, loss_mask: 0.2688, loss: 0.8439 2022-09-29 14:07:16,014 - mmdet - INFO - Epoch [8][5650/7330] lr: 3.000e-02, eta: 1:43:29, time: 0.198, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0562, loss_cls: 0.2341, acc: 92.3616, loss_bbox: 0.2249, loss_mask: 0.2668, loss: 0.8196 2022-09-29 14:07:26,023 - mmdet - INFO - Epoch [8][5700/7330] lr: 3.000e-02, eta: 1:43:19, time: 0.200, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0557, loss_cls: 0.2278, acc: 92.6833, loss_bbox: 0.2242, loss_mask: 0.2616, loss: 0.8057 2022-09-29 14:07:35,997 - mmdet - INFO - Epoch [8][5750/7330] lr: 3.000e-02, eta: 1:43:09, time: 0.199, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0560, loss_cls: 0.2369, acc: 92.3921, loss_bbox: 0.2216, loss_mask: 0.2571, loss: 0.8093 2022-09-29 14:07:45,929 - mmdet - INFO - Epoch [8][5800/7330] lr: 3.000e-02, eta: 1:42:59, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0555, loss_cls: 0.2344, acc: 92.3899, loss_bbox: 0.2219, loss_mask: 0.2629, loss: 0.8110 2022-09-29 14:07:55,839 - mmdet - INFO - Epoch [8][5850/7330] lr: 3.000e-02, eta: 1:42:48, time: 0.198, data_time: 0.026, memory: 4996, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0536, loss_cls: 0.2352, acc: 92.4226, loss_bbox: 0.2218, loss_mask: 0.2589, loss: 0.8054 2022-09-29 14:08:05,659 - mmdet - INFO - Epoch [8][5900/7330] lr: 3.000e-02, eta: 1:42:38, time: 0.196, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0548, loss_cls: 0.2387, acc: 92.4465, loss_bbox: 0.2237, loss_mask: 0.2643, loss: 0.8194 2022-09-29 14:08:15,724 - mmdet - INFO - Epoch [8][5950/7330] lr: 3.000e-02, eta: 1:42:28, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0572, loss_cls: 0.2402, acc: 91.9827, loss_bbox: 0.2361, loss_mask: 0.2658, loss: 0.8381 2022-09-29 14:08:25,383 - mmdet - INFO - Epoch [8][6000/7330] lr: 3.000e-02, eta: 1:42:18, time: 0.193, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0534, loss_cls: 0.2334, acc: 92.5330, loss_bbox: 0.2191, loss_mask: 0.2701, loss: 0.8121 2022-09-29 14:08:35,359 - mmdet - INFO - Epoch [8][6050/7330] lr: 3.000e-02, eta: 1:42:08, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0556, loss_cls: 0.2337, acc: 92.3425, loss_bbox: 0.2277, loss_mask: 0.2613, loss: 0.8144 2022-09-29 14:08:45,029 - mmdet - INFO - Epoch [8][6100/7330] lr: 3.000e-02, eta: 1:41:58, time: 0.193, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0501, loss_cls: 0.2351, acc: 92.4534, loss_bbox: 0.2209, loss_mask: 0.2659, loss: 0.8069 2022-09-29 14:08:54,812 - mmdet - INFO - Epoch [8][6150/7330] lr: 3.000e-02, eta: 1:41:48, time: 0.196, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0552, loss_cls: 0.2382, acc: 92.1721, loss_bbox: 0.2322, loss_mask: 0.2599, loss: 0.8215 2022-09-29 14:09:04,663 - mmdet - INFO - Epoch [8][6200/7330] lr: 3.000e-02, eta: 1:41:38, time: 0.197, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0541, loss_cls: 0.2337, acc: 92.5989, loss_bbox: 0.2217, loss_mask: 0.2630, loss: 0.8094 2022-09-29 14:09:14,117 - mmdet - INFO - Epoch [8][6250/7330] lr: 3.000e-02, eta: 1:41:27, time: 0.189, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0526, loss_cls: 0.2302, acc: 92.6667, loss_bbox: 0.2160, loss_mask: 0.2664, loss: 0.7978 2022-09-29 14:09:23,826 - mmdet - INFO - Epoch [8][6300/7330] lr: 3.000e-02, eta: 1:41:17, time: 0.194, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0547, loss_cls: 0.2400, acc: 92.2976, loss_bbox: 0.2253, loss_mask: 0.2647, loss: 0.8211 2022-09-29 14:09:33,643 - mmdet - INFO - Epoch [8][6350/7330] lr: 3.000e-02, eta: 1:41:07, time: 0.196, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0561, loss_cls: 0.2234, acc: 92.8306, loss_bbox: 0.2122, loss_mask: 0.2595, loss: 0.7884 2022-09-29 14:09:44,028 - mmdet - INFO - Epoch [8][6400/7330] lr: 3.000e-02, eta: 1:40:57, time: 0.208, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0573, loss_cls: 0.2412, acc: 92.1709, loss_bbox: 0.2326, loss_mask: 0.2671, loss: 0.8359 2022-09-29 14:09:53,843 - mmdet - INFO - Epoch [8][6450/7330] lr: 3.000e-02, eta: 1:40:47, time: 0.196, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0576, loss_cls: 0.2398, acc: 92.2207, loss_bbox: 0.2311, loss_mask: 0.2694, loss: 0.8357 2022-09-29 14:10:03,735 - mmdet - INFO - Epoch [8][6500/7330] lr: 3.000e-02, eta: 1:40:37, time: 0.198, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0561, loss_cls: 0.2461, acc: 92.1716, loss_bbox: 0.2264, loss_mask: 0.2654, loss: 0.8334 2022-09-29 14:10:13,771 - mmdet - INFO - Epoch [8][6550/7330] lr: 3.000e-02, eta: 1:40:27, time: 0.201, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0576, loss_cls: 0.2445, acc: 92.1489, loss_bbox: 0.2330, loss_mask: 0.2637, loss: 0.8380 2022-09-29 14:10:23,775 - mmdet - INFO - Epoch [8][6600/7330] lr: 3.000e-02, eta: 1:40:17, time: 0.200, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0572, loss_cls: 0.2440, acc: 92.0713, loss_bbox: 0.2346, loss_mask: 0.2607, loss: 0.8358 2022-09-29 14:10:33,829 - mmdet - INFO - Epoch [8][6650/7330] lr: 3.000e-02, eta: 1:40:07, time: 0.201, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0531, loss_cls: 0.2375, acc: 92.4458, loss_bbox: 0.2250, loss_mask: 0.2623, loss: 0.8138 2022-09-29 14:10:43,829 - mmdet - INFO - Epoch [8][6700/7330] lr: 3.000e-02, eta: 1:39:57, time: 0.200, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0545, loss_cls: 0.2351, acc: 92.4014, loss_bbox: 0.2286, loss_mask: 0.2587, loss: 0.8164 2022-09-29 14:10:53,926 - mmdet - INFO - Epoch [8][6750/7330] lr: 3.000e-02, eta: 1:39:47, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0567, loss_cls: 0.2368, acc: 92.4128, loss_bbox: 0.2270, loss_mask: 0.2642, loss: 0.8214 2022-09-29 14:11:03,717 - mmdet - INFO - Epoch [8][6800/7330] lr: 3.000e-02, eta: 1:39:37, time: 0.196, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0551, loss_cls: 0.2328, acc: 92.5327, loss_bbox: 0.2247, loss_mask: 0.2627, loss: 0.8102 2022-09-29 14:11:13,850 - mmdet - INFO - Epoch [8][6850/7330] lr: 3.000e-02, eta: 1:39:27, time: 0.203, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0557, loss_cls: 0.2326, acc: 92.5200, loss_bbox: 0.2262, loss_mask: 0.2639, loss: 0.8147 2022-09-29 14:11:23,830 - mmdet - INFO - Epoch [8][6900/7330] lr: 3.000e-02, eta: 1:39:17, time: 0.200, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0563, loss_cls: 0.2461, acc: 91.9739, loss_bbox: 0.2378, loss_mask: 0.2734, loss: 0.8515 2022-09-29 14:11:33,695 - mmdet - INFO - Epoch [8][6950/7330] lr: 3.000e-02, eta: 1:39:07, time: 0.197, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0567, loss_cls: 0.2384, acc: 92.4705, loss_bbox: 0.2219, loss_mask: 0.2608, loss: 0.8148 2022-09-29 14:11:43,594 - mmdet - INFO - Epoch [8][7000/7330] lr: 3.000e-02, eta: 1:38:57, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0575, loss_cls: 0.2435, acc: 92.2107, loss_bbox: 0.2295, loss_mask: 0.2674, loss: 0.8351 2022-09-29 14:11:53,594 - mmdet - INFO - Epoch [8][7050/7330] lr: 3.000e-02, eta: 1:38:47, time: 0.200, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0566, loss_cls: 0.2398, acc: 92.3689, loss_bbox: 0.2279, loss_mask: 0.2635, loss: 0.8273 2022-09-29 14:12:03,636 - mmdet - INFO - Epoch [8][7100/7330] lr: 3.000e-02, eta: 1:38:37, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0571, loss_cls: 0.2440, acc: 92.2117, loss_bbox: 0.2321, loss_mask: 0.2658, loss: 0.8355 2022-09-29 14:12:13,784 - mmdet - INFO - Epoch [8][7150/7330] lr: 3.000e-02, eta: 1:38:27, time: 0.203, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0529, loss_cls: 0.2321, acc: 92.3811, loss_bbox: 0.2287, loss_mask: 0.2655, loss: 0.8156 2022-09-29 14:12:23,860 - mmdet - INFO - Epoch [8][7200/7330] lr: 3.000e-02, eta: 1:38:17, time: 0.202, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0574, loss_cls: 0.2339, acc: 92.2695, loss_bbox: 0.2297, loss_mask: 0.2628, loss: 0.8197 2022-09-29 14:12:33,501 - mmdet - INFO - Epoch [8][7250/7330] lr: 3.000e-02, eta: 1:38:07, time: 0.193, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0525, loss_cls: 0.2289, acc: 92.6682, loss_bbox: 0.2185, loss_mask: 0.2566, loss: 0.7926 2022-09-29 14:12:43,603 - mmdet - INFO - Epoch [8][7300/7330] lr: 3.000e-02, eta: 1:37:57, time: 0.202, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0574, loss_cls: 0.2327, acc: 92.4788, loss_bbox: 0.2204, loss_mask: 0.2611, loss: 0.8078 2022-09-29 14:12:50,254 - mmdet - INFO - Saving checkpoint at 8 epochs 2022-09-29 14:13:34,564 - mmdet - INFO - Evaluating bbox... 2022-09-29 14:14:04,452 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.318 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.500 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.347 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.175 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.347 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.409 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 ] = 0.274 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.509 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.594 2022-09-29 14:14:04,453 - mmdet - INFO - Evaluating segm... 2022-09-29 14:14:36,820 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.289 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.471 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.304 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.128 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.310 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.421 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.427 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.427 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.427 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.232 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.463 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.561 2022-09-29 14:14:37,369 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_mask-rcnn_1x_coco_lr3e-2_wd5e-5/best_bbox_mAP_epoch_5.pth was removed 2022-09-29 14:14:38,067 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_8.pth. 2022-09-29 14:14:38,068 - mmdet - INFO - Best bbox_mAP is 0.3180 at 8 epoch. 2022-09-29 14:14:38,068 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 14:14:38,068 - mmdet - INFO - Epoch(val) [8][625] bbox_mAP: 0.3180, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.3470, bbox_mAP_s: 0.1750, bbox_mAP_m: 0.3470, bbox_mAP_l: 0.4090, bbox_mAP_copypaste: 0.318 0.500 0.347 0.175 0.347 0.409, segm_mAP: 0.2890, segm_mAP_50: 0.4710, segm_mAP_75: 0.3040, segm_mAP_s: 0.1280, segm_mAP_m: 0.3100, segm_mAP_l: 0.4210, segm_mAP_copypaste: 0.289 0.471 0.304 0.128 0.310 0.421 2022-09-29 14:14:51,344 - mmdet - INFO - Epoch [9][50/7330] lr: 3.000e-03, eta: 1:37:39, time: 0.265, data_time: 0.090, memory: 4996, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0512, loss_cls: 0.2138, acc: 93.0059, loss_bbox: 0.2131, loss_mask: 0.2555, loss: 0.7660 2022-09-29 14:15:01,450 - mmdet - INFO - Epoch [9][100/7330] lr: 3.000e-03, eta: 1:37:29, time: 0.202, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0513, loss_cls: 0.2100, acc: 92.8728, loss_bbox: 0.2162, loss_mask: 0.2498, loss: 0.7587 2022-09-29 14:15:11,552 - mmdet - INFO - Epoch [9][150/7330] lr: 3.000e-03, eta: 1:37:19, time: 0.202, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0500, loss_cls: 0.2056, acc: 93.0532, loss_bbox: 0.2125, loss_mask: 0.2538, loss: 0.7535 2022-09-29 14:15:21,884 - mmdet - INFO - Epoch [9][200/7330] lr: 3.000e-03, eta: 1:37:10, time: 0.207, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0535, loss_cls: 0.2198, acc: 92.5061, loss_bbox: 0.2234, loss_mask: 0.2519, loss: 0.7804 2022-09-29 14:15:32,199 - mmdet - INFO - Epoch [9][250/7330] lr: 3.000e-03, eta: 1:37:00, time: 0.206, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0503, loss_cls: 0.2066, acc: 93.0762, loss_bbox: 0.2150, loss_mask: 0.2475, loss: 0.7469 2022-09-29 14:15:42,481 - mmdet - INFO - Epoch [9][300/7330] lr: 3.000e-03, eta: 1:36:50, time: 0.206, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0517, loss_cls: 0.2077, acc: 92.8259, loss_bbox: 0.2182, loss_mask: 0.2494, loss: 0.7575 2022-09-29 14:15:52,562 - mmdet - INFO - Epoch [9][350/7330] lr: 3.000e-03, eta: 1:36:40, time: 0.202, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0517, loss_cls: 0.2063, acc: 92.9204, loss_bbox: 0.2155, loss_mask: 0.2479, loss: 0.7511 2022-09-29 14:16:02,459 - mmdet - INFO - Epoch [9][400/7330] lr: 3.000e-03, eta: 1:36:30, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0510, loss_cls: 0.2036, acc: 93.1589, loss_bbox: 0.2090, loss_mask: 0.2446, loss: 0.7366 2022-09-29 14:16:12,134 - mmdet - INFO - Epoch [9][450/7330] lr: 3.000e-03, eta: 1:36:20, time: 0.194, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0510, loss_cls: 0.2018, acc: 93.0886, loss_bbox: 0.2124, loss_mask: 0.2495, loss: 0.7442 2022-09-29 14:16:21,935 - mmdet - INFO - Epoch [9][500/7330] lr: 3.000e-03, eta: 1:36:09, time: 0.196, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0479, loss_cls: 0.1958, acc: 93.2898, loss_bbox: 0.2075, loss_mask: 0.2452, loss: 0.7231 2022-09-29 14:16:32,089 - mmdet - INFO - Epoch [9][550/7330] lr: 3.000e-03, eta: 1:35:59, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0533, loss_cls: 0.2041, acc: 93.0051, loss_bbox: 0.2176, loss_mask: 0.2495, loss: 0.7545 2022-09-29 14:16:42,190 - mmdet - INFO - Epoch [9][600/7330] lr: 3.000e-03, eta: 1:35:50, time: 0.202, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0497, loss_cls: 0.2061, acc: 93.0188, loss_bbox: 0.2117, loss_mask: 0.2457, loss: 0.7434 2022-09-29 14:16:52,152 - mmdet - INFO - Epoch [9][650/7330] lr: 3.000e-03, eta: 1:35:39, time: 0.199, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0497, loss_cls: 0.1954, acc: 93.1946, loss_bbox: 0.2104, loss_mask: 0.2441, loss: 0.7275 2022-09-29 14:17:02,173 - mmdet - INFO - Epoch [9][700/7330] lr: 3.000e-03, eta: 1:35:29, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0486, loss_cls: 0.2067, acc: 92.9443, loss_bbox: 0.2129, loss_mask: 0.2495, loss: 0.7457 2022-09-29 14:17:12,091 - mmdet - INFO - Epoch [9][750/7330] lr: 3.000e-03, eta: 1:35:19, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0530, loss_cls: 0.2011, acc: 93.0752, loss_bbox: 0.2189, loss_mask: 0.2476, loss: 0.7513 2022-09-29 14:17:22,004 - mmdet - INFO - Epoch [9][800/7330] lr: 3.000e-03, eta: 1:35:09, time: 0.198, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0524, loss_cls: 0.1949, acc: 93.3274, loss_bbox: 0.2067, loss_mask: 0.2462, loss: 0.7284 2022-09-29 14:17:32,429 - mmdet - INFO - Epoch [9][850/7330] lr: 3.000e-03, eta: 1:35:00, time: 0.208, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0532, loss_cls: 0.2028, acc: 93.0649, loss_bbox: 0.2116, loss_mask: 0.2462, loss: 0.7417 2022-09-29 14:17:42,420 - mmdet - INFO - Epoch [9][900/7330] lr: 3.000e-03, eta: 1:34:50, time: 0.200, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0518, loss_cls: 0.2100, acc: 92.7234, loss_bbox: 0.2182, loss_mask: 0.2442, loss: 0.7549 2022-09-29 14:17:52,981 - mmdet - INFO - Epoch [9][950/7330] lr: 3.000e-03, eta: 1:34:40, time: 0.211, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0531, loss_cls: 0.2051, acc: 92.9958, loss_bbox: 0.2154, loss_mask: 0.2484, loss: 0.7508 2022-09-29 14:18:02,868 - mmdet - INFO - Epoch [9][1000/7330] lr: 3.000e-03, eta: 1:34:30, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0515, loss_cls: 0.2020, acc: 93.0874, loss_bbox: 0.2104, loss_mask: 0.2423, loss: 0.7357 2022-09-29 14:18:13,017 - mmdet - INFO - Epoch [9][1050/7330] lr: 3.000e-03, eta: 1:34:20, time: 0.203, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0504, loss_cls: 0.2026, acc: 93.0276, loss_bbox: 0.2147, loss_mask: 0.2452, loss: 0.7417 2022-09-29 14:18:22,966 - mmdet - INFO - Epoch [9][1100/7330] lr: 3.000e-03, eta: 1:34:10, time: 0.199, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0502, loss_cls: 0.1976, acc: 93.1914, loss_bbox: 0.2111, loss_mask: 0.2447, loss: 0.7313 2022-09-29 14:18:33,006 - mmdet - INFO - Epoch [9][1150/7330] lr: 3.000e-03, eta: 1:34:00, time: 0.201, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0514, loss_cls: 0.2050, acc: 93.0256, loss_bbox: 0.2149, loss_mask: 0.2434, loss: 0.7431 2022-09-29 14:18:43,274 - mmdet - INFO - Epoch [9][1200/7330] lr: 3.000e-03, eta: 1:33:50, time: 0.205, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0530, loss_cls: 0.2032, acc: 93.0183, loss_bbox: 0.2140, loss_mask: 0.2460, loss: 0.7441 2022-09-29 14:18:53,530 - mmdet - INFO - Epoch [9][1250/7330] lr: 3.000e-03, eta: 1:33:40, time: 0.205, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0530, loss_cls: 0.2007, acc: 92.9487, loss_bbox: 0.2168, loss_mask: 0.2445, loss: 0.7446 2022-09-29 14:19:03,533 - mmdet - INFO - Epoch [9][1300/7330] lr: 3.000e-03, eta: 1:33:30, time: 0.200, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0507, loss_cls: 0.2028, acc: 93.0544, loss_bbox: 0.2192, loss_mask: 0.2446, loss: 0.7467 2022-09-29 14:19:13,308 - mmdet - INFO - Epoch [9][1350/7330] lr: 3.000e-03, eta: 1:33:20, time: 0.195, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0505, loss_cls: 0.1952, acc: 93.3223, loss_bbox: 0.2065, loss_mask: 0.2452, loss: 0.7250 2022-09-29 14:19:23,308 - mmdet - INFO - Epoch [9][1400/7330] lr: 3.000e-03, eta: 1:33:10, time: 0.200, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0538, loss_cls: 0.2167, acc: 92.4983, loss_bbox: 0.2251, loss_mask: 0.2482, loss: 0.7737 2022-09-29 14:19:32,966 - mmdet - INFO - Epoch [9][1450/7330] lr: 3.000e-03, eta: 1:33:00, time: 0.193, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0487, loss_cls: 0.1978, acc: 93.2080, loss_bbox: 0.2105, loss_mask: 0.2473, loss: 0.7294 2022-09-29 14:19:42,695 - mmdet - INFO - Epoch [9][1500/7330] lr: 3.000e-03, eta: 1:32:49, time: 0.195, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0491, loss_cls: 0.1878, acc: 93.5330, loss_bbox: 0.1979, loss_mask: 0.2397, loss: 0.7006 2022-09-29 14:19:52,468 - mmdet - INFO - Epoch [9][1550/7330] lr: 3.000e-03, eta: 1:32:39, time: 0.195, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0469, loss_cls: 0.1996, acc: 93.0723, loss_bbox: 0.2143, loss_mask: 0.2474, loss: 0.7371 2022-09-29 14:20:02,862 - mmdet - INFO - Epoch [9][1600/7330] lr: 3.000e-03, eta: 1:32:30, time: 0.208, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0504, loss_cls: 0.1998, acc: 93.0806, loss_bbox: 0.2132, loss_mask: 0.2509, loss: 0.7438 2022-09-29 14:20:12,653 - mmdet - INFO - Epoch [9][1650/7330] lr: 3.000e-03, eta: 1:32:19, time: 0.196, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0497, loss_cls: 0.1957, acc: 93.2827, loss_bbox: 0.2022, loss_mask: 0.2378, loss: 0.7134 2022-09-29 14:20:22,349 - mmdet - INFO - Epoch [9][1700/7330] lr: 3.000e-03, eta: 1:32:09, time: 0.194, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0491, loss_cls: 0.2007, acc: 93.1826, loss_bbox: 0.2101, loss_mask: 0.2413, loss: 0.7283 2022-09-29 14:20:32,319 - mmdet - INFO - Epoch [9][1750/7330] lr: 3.000e-03, eta: 1:31:59, time: 0.199, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0535, loss_cls: 0.2052, acc: 92.9036, loss_bbox: 0.2202, loss_mask: 0.2509, loss: 0.7598 2022-09-29 14:20:42,150 - mmdet - INFO - Epoch [9][1800/7330] lr: 3.000e-03, eta: 1:31:49, time: 0.197, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0488, loss_cls: 0.1992, acc: 93.2061, loss_bbox: 0.2114, loss_mask: 0.2433, loss: 0.7287 2022-09-29 14:20:51,946 - mmdet - INFO - Epoch [9][1850/7330] lr: 3.000e-03, eta: 1:31:39, time: 0.196, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0468, loss_cls: 0.1905, acc: 93.4246, loss_bbox: 0.2051, loss_mask: 0.2407, loss: 0.7094 2022-09-29 14:21:01,986 - mmdet - INFO - Epoch [9][1900/7330] lr: 3.000e-03, eta: 1:31:29, time: 0.201, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0520, loss_cls: 0.1982, acc: 93.2363, loss_bbox: 0.2039, loss_mask: 0.2479, loss: 0.7307 2022-09-29 14:21:11,925 - mmdet - INFO - Epoch [9][1950/7330] lr: 3.000e-03, eta: 1:31:19, time: 0.199, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0514, loss_cls: 0.2010, acc: 93.1091, loss_bbox: 0.2166, loss_mask: 0.2509, loss: 0.7465 2022-09-29 14:21:21,816 - mmdet - INFO - Epoch [9][2000/7330] lr: 3.000e-03, eta: 1:31:09, time: 0.198, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0487, loss_cls: 0.2074, acc: 93.0325, loss_bbox: 0.2154, loss_mask: 0.2446, loss: 0.7439 2022-09-29 14:21:32,061 - mmdet - INFO - Epoch [9][2050/7330] lr: 3.000e-03, eta: 1:30:59, time: 0.205, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0504, loss_cls: 0.2066, acc: 92.9229, loss_bbox: 0.2163, loss_mask: 0.2466, loss: 0.7476 2022-09-29 14:21:42,041 - mmdet - INFO - Epoch [9][2100/7330] lr: 3.000e-03, eta: 1:30:49, time: 0.200, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0538, loss_cls: 0.1985, acc: 93.1326, loss_bbox: 0.2144, loss_mask: 0.2417, loss: 0.7382 2022-09-29 14:21:51,867 - mmdet - INFO - Epoch [9][2150/7330] lr: 3.000e-03, eta: 1:30:39, time: 0.197, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0533, loss_cls: 0.2074, acc: 92.8762, loss_bbox: 0.2222, loss_mask: 0.2463, loss: 0.7591 2022-09-29 14:22:01,757 - mmdet - INFO - Epoch [9][2200/7330] lr: 3.000e-03, eta: 1:30:29, time: 0.198, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0489, loss_cls: 0.1986, acc: 93.0549, loss_bbox: 0.2149, loss_mask: 0.2452, loss: 0.7341 2022-09-29 14:22:11,815 - mmdet - INFO - Epoch [9][2250/7330] lr: 3.000e-03, eta: 1:30:19, time: 0.201, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0479, loss_cls: 0.1938, acc: 93.2107, loss_bbox: 0.2065, loss_mask: 0.2456, loss: 0.7205 2022-09-29 14:22:21,640 - mmdet - INFO - Epoch [9][2300/7330] lr: 3.000e-03, eta: 1:30:09, time: 0.197, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0486, loss_cls: 0.1912, acc: 93.4233, loss_bbox: 0.2033, loss_mask: 0.2453, loss: 0.7136 2022-09-29 14:22:31,565 - mmdet - INFO - Epoch [9][2350/7330] lr: 3.000e-03, eta: 1:29:59, time: 0.198, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0484, loss_cls: 0.1983, acc: 93.2957, loss_bbox: 0.2057, loss_mask: 0.2411, loss: 0.7189 2022-09-29 14:22:41,662 - mmdet - INFO - Epoch [9][2400/7330] lr: 3.000e-03, eta: 1:29:49, time: 0.202, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0469, loss_cls: 0.1921, acc: 93.4055, loss_bbox: 0.2063, loss_mask: 0.2398, loss: 0.7117 2022-09-29 14:22:51,694 - mmdet - INFO - Epoch [9][2450/7330] lr: 3.000e-03, eta: 1:29:39, time: 0.201, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0509, loss_cls: 0.2066, acc: 92.9761, loss_bbox: 0.2189, loss_mask: 0.2489, loss: 0.7550 2022-09-29 14:23:01,770 - mmdet - INFO - Epoch [9][2500/7330] lr: 3.000e-03, eta: 1:29:29, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0511, loss_cls: 0.2048, acc: 92.9753, loss_bbox: 0.2147, loss_mask: 0.2446, loss: 0.7462 2022-09-29 14:23:11,746 - mmdet - INFO - Epoch [9][2550/7330] lr: 3.000e-03, eta: 1:29:19, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0510, loss_cls: 0.2014, acc: 92.9885, loss_bbox: 0.2105, loss_mask: 0.2349, loss: 0.7251 2022-09-29 14:23:21,681 - mmdet - INFO - Epoch [9][2600/7330] lr: 3.000e-03, eta: 1:29:09, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0480, loss_cls: 0.1899, acc: 93.4324, loss_bbox: 0.2033, loss_mask: 0.2419, loss: 0.7097 2022-09-29 14:23:31,596 - mmdet - INFO - Epoch [9][2650/7330] lr: 3.000e-03, eta: 1:28:59, time: 0.198, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0505, loss_cls: 0.2005, acc: 93.0583, loss_bbox: 0.2181, loss_mask: 0.2455, loss: 0.7427 2022-09-29 14:23:41,949 - mmdet - INFO - Epoch [9][2700/7330] lr: 3.000e-03, eta: 1:28:49, time: 0.207, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0505, loss_cls: 0.2041, acc: 92.9534, loss_bbox: 0.2208, loss_mask: 0.2462, loss: 0.7491 2022-09-29 14:23:52,072 - mmdet - INFO - Epoch [9][2750/7330] lr: 3.000e-03, eta: 1:28:39, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0498, loss_cls: 0.1946, acc: 93.2373, loss_bbox: 0.2071, loss_mask: 0.2429, loss: 0.7205 2022-09-29 14:24:01,959 - mmdet - INFO - Epoch [9][2800/7330] lr: 3.000e-03, eta: 1:28:29, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0494, loss_cls: 0.1936, acc: 93.2764, loss_bbox: 0.2071, loss_mask: 0.2371, loss: 0.7144 2022-09-29 14:24:11,978 - mmdet - INFO - Epoch [9][2850/7330] lr: 3.000e-03, eta: 1:28:19, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0486, loss_cls: 0.1882, acc: 93.4255, loss_bbox: 0.2063, loss_mask: 0.2460, loss: 0.7148 2022-09-29 14:24:22,126 - mmdet - INFO - Epoch [9][2900/7330] lr: 3.000e-03, eta: 1:28:09, time: 0.203, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0506, loss_cls: 0.1995, acc: 93.1304, loss_bbox: 0.2158, loss_mask: 0.2458, loss: 0.7400 2022-09-29 14:24:32,295 - mmdet - INFO - Epoch [9][2950/7330] lr: 3.000e-03, eta: 1:27:59, time: 0.203, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0519, loss_cls: 0.2112, acc: 92.6184, loss_bbox: 0.2261, loss_mask: 0.2461, loss: 0.7653 2022-09-29 14:24:42,189 - mmdet - INFO - Epoch [9][3000/7330] lr: 3.000e-03, eta: 1:27:49, time: 0.198, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0485, loss_cls: 0.1972, acc: 93.1274, loss_bbox: 0.2070, loss_mask: 0.2380, loss: 0.7176 2022-09-29 14:24:52,210 - mmdet - INFO - Epoch [9][3050/7330] lr: 3.000e-03, eta: 1:27:39, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0515, loss_cls: 0.2051, acc: 92.9546, loss_bbox: 0.2137, loss_mask: 0.2510, loss: 0.7496 2022-09-29 14:25:02,222 - mmdet - INFO - Epoch [9][3100/7330] lr: 3.000e-03, eta: 1:27:29, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0508, loss_cls: 0.2057, acc: 93.0532, loss_bbox: 0.2148, loss_mask: 0.2410, loss: 0.7399 2022-09-29 14:25:12,541 - mmdet - INFO - Epoch [9][3150/7330] lr: 3.000e-03, eta: 1:27:19, time: 0.206, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0478, loss_cls: 0.1981, acc: 93.2581, loss_bbox: 0.2090, loss_mask: 0.2395, loss: 0.7210 2022-09-29 14:25:22,501 - mmdet - INFO - Epoch [9][3200/7330] lr: 3.000e-03, eta: 1:27:09, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0508, loss_cls: 0.1974, acc: 93.2126, loss_bbox: 0.2102, loss_mask: 0.2431, loss: 0.7310 2022-09-29 14:25:32,634 - mmdet - INFO - Epoch [9][3250/7330] lr: 3.000e-03, eta: 1:26:59, time: 0.203, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0506, loss_cls: 0.1973, acc: 93.2522, loss_bbox: 0.2114, loss_mask: 0.2444, loss: 0.7311 2022-09-29 14:25:42,753 - mmdet - INFO - Epoch [9][3300/7330] lr: 3.000e-03, eta: 1:26:49, time: 0.202, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0503, loss_cls: 0.2065, acc: 92.9136, loss_bbox: 0.2176, loss_mask: 0.2487, loss: 0.7512 2022-09-29 14:25:52,925 - mmdet - INFO - Epoch [9][3350/7330] lr: 3.000e-03, eta: 1:26:39, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0510, loss_cls: 0.2020, acc: 93.0530, loss_bbox: 0.2185, loss_mask: 0.2473, loss: 0.7464 2022-09-29 14:26:03,285 - mmdet - INFO - Epoch [9][3400/7330] lr: 3.000e-03, eta: 1:26:29, time: 0.207, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0516, loss_cls: 0.2009, acc: 93.1255, loss_bbox: 0.2139, loss_mask: 0.2445, loss: 0.7387 2022-09-29 14:26:13,230 - mmdet - INFO - Epoch [9][3450/7330] lr: 3.000e-03, eta: 1:26:19, time: 0.199, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0464, loss_cls: 0.1945, acc: 93.2676, loss_bbox: 0.2089, loss_mask: 0.2434, loss: 0.7197 2022-09-29 14:26:23,003 - mmdet - INFO - Epoch [9][3500/7330] lr: 3.000e-03, eta: 1:26:09, time: 0.195, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0495, loss_cls: 0.1924, acc: 93.3811, loss_bbox: 0.2048, loss_mask: 0.2412, loss: 0.7130 2022-09-29 14:26:33,098 - mmdet - INFO - Epoch [9][3550/7330] lr: 3.000e-03, eta: 1:25:59, time: 0.202, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0509, loss_cls: 0.1945, acc: 93.1428, loss_bbox: 0.2149, loss_mask: 0.2442, loss: 0.7308 2022-09-29 14:26:43,263 - mmdet - INFO - Epoch [9][3600/7330] lr: 3.000e-03, eta: 1:25:49, time: 0.203, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0502, loss_cls: 0.1894, acc: 93.4424, loss_bbox: 0.2014, loss_mask: 0.2399, loss: 0.7075 2022-09-29 14:26:52,914 - mmdet - INFO - Epoch [9][3650/7330] lr: 3.000e-03, eta: 1:25:39, time: 0.193, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0489, loss_cls: 0.1918, acc: 93.4690, loss_bbox: 0.2064, loss_mask: 0.2419, loss: 0.7152 2022-09-29 14:27:03,090 - mmdet - INFO - Epoch [9][3700/7330] lr: 3.000e-03, eta: 1:25:29, time: 0.204, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0505, loss_cls: 0.2052, acc: 92.9717, loss_bbox: 0.2148, loss_mask: 0.2440, loss: 0.7436 2022-09-29 14:27:13,121 - mmdet - INFO - Epoch [9][3750/7330] lr: 3.000e-03, eta: 1:25:19, time: 0.201, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0475, loss_cls: 0.1908, acc: 93.3857, loss_bbox: 0.2046, loss_mask: 0.2429, loss: 0.7123 2022-09-29 14:27:23,441 - mmdet - INFO - Epoch [9][3800/7330] lr: 3.000e-03, eta: 1:25:09, time: 0.206, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0517, loss_cls: 0.2033, acc: 92.9971, loss_bbox: 0.2144, loss_mask: 0.2450, loss: 0.7415 2022-09-29 14:27:33,389 - mmdet - INFO - Epoch [9][3850/7330] lr: 3.000e-03, eta: 1:24:59, time: 0.199, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0479, loss_cls: 0.1864, acc: 93.6152, loss_bbox: 0.1962, loss_mask: 0.2334, loss: 0.6912 2022-09-29 14:27:43,364 - mmdet - INFO - Epoch [9][3900/7330] lr: 3.000e-03, eta: 1:24:49, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0494, loss_cls: 0.1981, acc: 93.1846, loss_bbox: 0.2122, loss_mask: 0.2397, loss: 0.7268 2022-09-29 14:27:53,310 - mmdet - INFO - Epoch [9][3950/7330] lr: 3.000e-03, eta: 1:24:39, time: 0.199, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0489, loss_cls: 0.1936, acc: 93.2480, loss_bbox: 0.2131, loss_mask: 0.2451, loss: 0.7261 2022-09-29 14:28:03,250 - mmdet - INFO - Epoch [9][4000/7330] lr: 3.000e-03, eta: 1:24:29, time: 0.199, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0485, loss_cls: 0.1973, acc: 93.2229, loss_bbox: 0.2059, loss_mask: 0.2414, loss: 0.7196 2022-09-29 14:28:13,400 - mmdet - INFO - Epoch [9][4050/7330] lr: 3.000e-03, eta: 1:24:19, time: 0.203, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0536, loss_cls: 0.2063, acc: 92.8130, loss_bbox: 0.2195, loss_mask: 0.2493, loss: 0.7572 2022-09-29 14:28:23,737 - mmdet - INFO - Epoch [9][4100/7330] lr: 3.000e-03, eta: 1:24:09, time: 0.207, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0511, loss_cls: 0.1918, acc: 93.3123, loss_bbox: 0.2081, loss_mask: 0.2407, loss: 0.7197 2022-09-29 14:28:33,900 - mmdet - INFO - Epoch [9][4150/7330] lr: 3.000e-03, eta: 1:23:59, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0505, loss_cls: 0.1997, acc: 93.1543, loss_bbox: 0.2139, loss_mask: 0.2454, loss: 0.7396 2022-09-29 14:28:43,618 - mmdet - INFO - Epoch [9][4200/7330] lr: 3.000e-03, eta: 1:23:49, time: 0.194, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0485, loss_cls: 0.1907, acc: 93.3999, loss_bbox: 0.2010, loss_mask: 0.2363, loss: 0.7015 2022-09-29 14:28:54,139 - mmdet - INFO - Epoch [9][4250/7330] lr: 3.000e-03, eta: 1:23:39, time: 0.210, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0510, loss_cls: 0.1938, acc: 93.1526, loss_bbox: 0.2078, loss_mask: 0.2396, loss: 0.7185 2022-09-29 14:29:04,076 - mmdet - INFO - Epoch [9][4300/7330] lr: 3.000e-03, eta: 1:23:29, time: 0.199, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0528, loss_cls: 0.2070, acc: 93.0137, loss_bbox: 0.2167, loss_mask: 0.2465, loss: 0.7535 2022-09-29 14:29:13,889 - mmdet - INFO - Epoch [9][4350/7330] lr: 3.000e-03, eta: 1:23:19, time: 0.196, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0491, loss_cls: 0.1876, acc: 93.4338, loss_bbox: 0.2043, loss_mask: 0.2425, loss: 0.7104 2022-09-29 14:29:23,540 - mmdet - INFO - Epoch [9][4400/7330] lr: 3.000e-03, eta: 1:23:09, time: 0.193, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0496, loss_cls: 0.1906, acc: 93.5322, loss_bbox: 0.2019, loss_mask: 0.2416, loss: 0.7103 2022-09-29 14:29:33,510 - mmdet - INFO - Epoch [9][4450/7330] lr: 3.000e-03, eta: 1:22:59, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0485, loss_cls: 0.1975, acc: 93.1721, loss_bbox: 0.2078, loss_mask: 0.2421, loss: 0.7217 2022-09-29 14:29:43,761 - mmdet - INFO - Epoch [9][4500/7330] lr: 3.000e-03, eta: 1:22:49, time: 0.205, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0514, loss_cls: 0.1927, acc: 93.3894, loss_bbox: 0.2031, loss_mask: 0.2386, loss: 0.7137 2022-09-29 14:29:53,918 - mmdet - INFO - Epoch [9][4550/7330] lr: 3.000e-03, eta: 1:22:39, time: 0.203, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0493, loss_cls: 0.1973, acc: 93.1523, loss_bbox: 0.2160, loss_mask: 0.2443, loss: 0.7331 2022-09-29 14:30:04,467 - mmdet - INFO - Epoch [9][4600/7330] lr: 3.000e-03, eta: 1:22:29, time: 0.211, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0505, loss_cls: 0.1986, acc: 93.0707, loss_bbox: 0.2113, loss_mask: 0.2424, loss: 0.7309 2022-09-29 14:30:14,480 - mmdet - INFO - Epoch [9][4650/7330] lr: 3.000e-03, eta: 1:22:19, time: 0.200, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0488, loss_cls: 0.1987, acc: 93.1028, loss_bbox: 0.2171, loss_mask: 0.2429, loss: 0.7354 2022-09-29 14:30:24,463 - mmdet - INFO - Epoch [9][4700/7330] lr: 3.000e-03, eta: 1:22:09, time: 0.200, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0530, loss_cls: 0.2003, acc: 93.0271, loss_bbox: 0.2177, loss_mask: 0.2445, loss: 0.7430 2022-09-29 14:30:34,364 - mmdet - INFO - Epoch [9][4750/7330] lr: 3.000e-03, eta: 1:21:59, time: 0.198, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0481, loss_cls: 0.1973, acc: 93.1562, loss_bbox: 0.2144, loss_mask: 0.2415, loss: 0.7294 2022-09-29 14:30:44,275 - mmdet - INFO - Epoch [9][4800/7330] lr: 3.000e-03, eta: 1:21:49, time: 0.198, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0488, loss_cls: 0.1912, acc: 93.3669, loss_bbox: 0.2093, loss_mask: 0.2399, loss: 0.7164 2022-09-29 14:30:54,178 - mmdet - INFO - Epoch [9][4850/7330] lr: 3.000e-03, eta: 1:21:39, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0499, loss_cls: 0.1933, acc: 93.2935, loss_bbox: 0.2103, loss_mask: 0.2439, loss: 0.7241 2022-09-29 14:31:04,365 - mmdet - INFO - Epoch [9][4900/7330] lr: 3.000e-03, eta: 1:21:29, time: 0.204, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0514, loss_cls: 0.2034, acc: 92.9153, loss_bbox: 0.2170, loss_mask: 0.2415, loss: 0.7412 2022-09-29 14:31:14,345 - mmdet - INFO - Epoch [9][4950/7330] lr: 3.000e-03, eta: 1:21:19, time: 0.200, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0513, loss_cls: 0.2017, acc: 93.1262, loss_bbox: 0.2151, loss_mask: 0.2426, loss: 0.7402 2022-09-29 14:31:24,387 - mmdet - INFO - Epoch [9][5000/7330] lr: 3.000e-03, eta: 1:21:09, time: 0.201, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0498, loss_cls: 0.1975, acc: 93.1985, loss_bbox: 0.2098, loss_mask: 0.2419, loss: 0.7263 2022-09-29 14:31:34,229 - mmdet - INFO - Epoch [9][5050/7330] lr: 3.000e-03, eta: 1:20:59, time: 0.197, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0475, loss_cls: 0.1916, acc: 93.3975, loss_bbox: 0.2003, loss_mask: 0.2369, loss: 0.6994 2022-09-29 14:31:44,200 - mmdet - INFO - Epoch [9][5100/7330] lr: 3.000e-03, eta: 1:20:49, time: 0.199, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0491, loss_cls: 0.2006, acc: 93.1360, loss_bbox: 0.2109, loss_mask: 0.2473, loss: 0.7355 2022-09-29 14:31:54,418 - mmdet - INFO - Epoch [9][5150/7330] lr: 3.000e-03, eta: 1:20:39, time: 0.204, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0478, loss_cls: 0.1922, acc: 93.3782, loss_bbox: 0.2017, loss_mask: 0.2400, loss: 0.7075 2022-09-29 14:32:03,924 - mmdet - INFO - Epoch [9][5200/7330] lr: 3.000e-03, eta: 1:20:29, time: 0.190, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0496, loss_cls: 0.2040, acc: 92.9387, loss_bbox: 0.2128, loss_mask: 0.2480, loss: 0.7419 2022-09-29 14:32:14,413 - mmdet - INFO - Epoch [9][5250/7330] lr: 3.000e-03, eta: 1:20:19, time: 0.210, data_time: 0.041, memory: 4996, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0523, loss_cls: 0.2041, acc: 92.8108, loss_bbox: 0.2180, loss_mask: 0.2421, loss: 0.7451 2022-09-29 14:32:24,344 - mmdet - INFO - Epoch [9][5300/7330] lr: 3.000e-03, eta: 1:20:09, time: 0.199, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0509, loss_cls: 0.1887, acc: 93.4104, loss_bbox: 0.2005, loss_mask: 0.2382, loss: 0.7049 2022-09-29 14:32:34,276 - mmdet - INFO - Epoch [9][5350/7330] lr: 3.000e-03, eta: 1:19:59, time: 0.199, data_time: 0.041, memory: 4996, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0506, loss_cls: 0.2060, acc: 92.8110, loss_bbox: 0.2185, loss_mask: 0.2419, loss: 0.7459 2022-09-29 14:32:44,326 - mmdet - INFO - Epoch [9][5400/7330] lr: 3.000e-03, eta: 1:19:49, time: 0.201, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0496, loss_cls: 0.1994, acc: 93.0688, loss_bbox: 0.2156, loss_mask: 0.2436, loss: 0.7343 2022-09-29 14:32:54,316 - mmdet - INFO - Epoch [9][5450/7330] lr: 3.000e-03, eta: 1:19:39, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0496, loss_cls: 0.1986, acc: 93.0945, loss_bbox: 0.2111, loss_mask: 0.2443, loss: 0.7300 2022-09-29 14:33:04,051 - mmdet - INFO - Epoch [9][5500/7330] lr: 3.000e-03, eta: 1:19:29, time: 0.195, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0478, loss_cls: 0.1947, acc: 93.2917, loss_bbox: 0.2080, loss_mask: 0.2466, loss: 0.7238 2022-09-29 14:33:14,176 - mmdet - INFO - Epoch [9][5550/7330] lr: 3.000e-03, eta: 1:19:19, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0496, loss_cls: 0.1980, acc: 93.0630, loss_bbox: 0.2071, loss_mask: 0.2410, loss: 0.7218 2022-09-29 14:33:24,108 - mmdet - INFO - Epoch [9][5600/7330] lr: 3.000e-03, eta: 1:19:09, time: 0.199, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0484, loss_cls: 0.1932, acc: 93.3569, loss_bbox: 0.2114, loss_mask: 0.2407, loss: 0.7190 2022-09-29 14:33:33,678 - mmdet - INFO - Epoch [9][5650/7330] lr: 3.000e-03, eta: 1:18:59, time: 0.191, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0437, loss_cls: 0.1909, acc: 93.5393, loss_bbox: 0.1983, loss_mask: 0.2383, loss: 0.6956 2022-09-29 14:33:43,778 - mmdet - INFO - Epoch [9][5700/7330] lr: 3.000e-03, eta: 1:18:49, time: 0.202, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0523, loss_cls: 0.2072, acc: 93.0115, loss_bbox: 0.2123, loss_mask: 0.2428, loss: 0.7440 2022-09-29 14:33:53,845 - mmdet - INFO - Epoch [9][5750/7330] lr: 3.000e-03, eta: 1:18:39, time: 0.201, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0491, loss_cls: 0.1935, acc: 93.3611, loss_bbox: 0.2085, loss_mask: 0.2421, loss: 0.7196 2022-09-29 14:34:03,722 - mmdet - INFO - Epoch [9][5800/7330] lr: 3.000e-03, eta: 1:18:29, time: 0.198, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0477, loss_cls: 0.1941, acc: 93.1851, loss_bbox: 0.2071, loss_mask: 0.2392, loss: 0.7147 2022-09-29 14:34:13,672 - mmdet - INFO - Epoch [9][5850/7330] lr: 3.000e-03, eta: 1:18:19, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0524, loss_cls: 0.2021, acc: 92.9841, loss_bbox: 0.2164, loss_mask: 0.2454, loss: 0.7442 2022-09-29 14:34:23,816 - mmdet - INFO - Epoch [9][5900/7330] lr: 3.000e-03, eta: 1:18:09, time: 0.203, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0488, loss_cls: 0.1937, acc: 93.2029, loss_bbox: 0.2099, loss_mask: 0.2334, loss: 0.7122 2022-09-29 14:34:33,982 - mmdet - INFO - Epoch [9][5950/7330] lr: 3.000e-03, eta: 1:17:59, time: 0.203, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0528, loss_cls: 0.2010, acc: 93.0020, loss_bbox: 0.2145, loss_mask: 0.2442, loss: 0.7401 2022-09-29 14:34:43,963 - mmdet - INFO - Epoch [9][6000/7330] lr: 3.000e-03, eta: 1:17:49, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0525, loss_cls: 0.2046, acc: 92.9460, loss_bbox: 0.2166, loss_mask: 0.2462, loss: 0.7498 2022-09-29 14:34:53,752 - mmdet - INFO - Epoch [9][6050/7330] lr: 3.000e-03, eta: 1:17:39, time: 0.196, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0502, loss_cls: 0.1921, acc: 93.3650, loss_bbox: 0.2106, loss_mask: 0.2435, loss: 0.7241 2022-09-29 14:35:03,793 - mmdet - INFO - Epoch [9][6100/7330] lr: 3.000e-03, eta: 1:17:29, time: 0.201, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0504, loss_cls: 0.1877, acc: 93.4900, loss_bbox: 0.2057, loss_mask: 0.2385, loss: 0.7090 2022-09-29 14:35:13,460 - mmdet - INFO - Epoch [9][6150/7330] lr: 3.000e-03, eta: 1:17:18, time: 0.193, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0504, loss_cls: 0.1911, acc: 93.3350, loss_bbox: 0.2058, loss_mask: 0.2416, loss: 0.7144 2022-09-29 14:35:23,723 - mmdet - INFO - Epoch [9][6200/7330] lr: 3.000e-03, eta: 1:17:08, time: 0.205, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0514, loss_cls: 0.1988, acc: 93.1006, loss_bbox: 0.2118, loss_mask: 0.2425, loss: 0.7308 2022-09-29 14:35:33,828 - mmdet - INFO - Epoch [9][6250/7330] lr: 3.000e-03, eta: 1:16:58, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0483, loss_cls: 0.1908, acc: 93.4736, loss_bbox: 0.2056, loss_mask: 0.2362, loss: 0.7085 2022-09-29 14:35:43,805 - mmdet - INFO - Epoch [9][6300/7330] lr: 3.000e-03, eta: 1:16:48, time: 0.200, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0479, loss_cls: 0.1822, acc: 93.6543, loss_bbox: 0.1974, loss_mask: 0.2311, loss: 0.6835 2022-09-29 14:35:53,830 - mmdet - INFO - Epoch [9][6350/7330] lr: 3.000e-03, eta: 1:16:38, time: 0.200, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0505, loss_cls: 0.1942, acc: 93.1990, loss_bbox: 0.2163, loss_mask: 0.2477, loss: 0.7369 2022-09-29 14:36:04,137 - mmdet - INFO - Epoch [9][6400/7330] lr: 3.000e-03, eta: 1:16:29, time: 0.206, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0476, loss_cls: 0.1895, acc: 93.4468, loss_bbox: 0.2036, loss_mask: 0.2376, loss: 0.7030 2022-09-29 14:36:13,821 - mmdet - INFO - Epoch [9][6450/7330] lr: 3.000e-03, eta: 1:16:18, time: 0.194, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0482, loss_cls: 0.1901, acc: 93.3792, loss_bbox: 0.2104, loss_mask: 0.2466, loss: 0.7215 2022-09-29 14:36:23,647 - mmdet - INFO - Epoch [9][6500/7330] lr: 3.000e-03, eta: 1:16:08, time: 0.197, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0505, loss_cls: 0.1973, acc: 93.2104, loss_bbox: 0.2079, loss_mask: 0.2391, loss: 0.7221 2022-09-29 14:36:33,346 - mmdet - INFO - Epoch [9][6550/7330] lr: 3.000e-03, eta: 1:15:58, time: 0.194, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0476, loss_cls: 0.1855, acc: 93.6288, loss_bbox: 0.1941, loss_mask: 0.2364, loss: 0.6911 2022-09-29 14:36:43,568 - mmdet - INFO - Epoch [9][6600/7330] lr: 3.000e-03, eta: 1:15:48, time: 0.204, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0498, loss_cls: 0.1953, acc: 93.2300, loss_bbox: 0.2085, loss_mask: 0.2463, loss: 0.7268 2022-09-29 14:36:53,413 - mmdet - INFO - Epoch [9][6650/7330] lr: 3.000e-03, eta: 1:15:38, time: 0.197, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0528, loss_cls: 0.1964, acc: 93.1313, loss_bbox: 0.2181, loss_mask: 0.2463, loss: 0.7417 2022-09-29 14:37:03,352 - mmdet - INFO - Epoch [9][6700/7330] lr: 3.000e-03, eta: 1:15:28, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0496, loss_cls: 0.1900, acc: 93.5144, loss_bbox: 0.2052, loss_mask: 0.2334, loss: 0.7041 2022-09-29 14:37:13,642 - mmdet - INFO - Epoch [9][6750/7330] lr: 3.000e-03, eta: 1:15:18, time: 0.206, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0496, loss_cls: 0.1878, acc: 93.4304, loss_bbox: 0.2077, loss_mask: 0.2405, loss: 0.7138 2022-09-29 14:37:23,292 - mmdet - INFO - Epoch [9][6800/7330] lr: 3.000e-03, eta: 1:15:08, time: 0.193, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0478, loss_cls: 0.1939, acc: 93.2124, loss_bbox: 0.2061, loss_mask: 0.2384, loss: 0.7128 2022-09-29 14:37:33,450 - mmdet - INFO - Epoch [9][6850/7330] lr: 3.000e-03, eta: 1:14:58, time: 0.203, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0505, loss_cls: 0.1983, acc: 93.0044, loss_bbox: 0.2121, loss_mask: 0.2435, loss: 0.7314 2022-09-29 14:37:43,746 - mmdet - INFO - Epoch [9][6900/7330] lr: 3.000e-03, eta: 1:14:48, time: 0.206, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0536, loss_cls: 0.2021, acc: 92.9900, loss_bbox: 0.2139, loss_mask: 0.2464, loss: 0.7439 2022-09-29 14:37:53,560 - mmdet - INFO - Epoch [9][6950/7330] lr: 3.000e-03, eta: 1:14:38, time: 0.196, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0503, loss_cls: 0.1965, acc: 93.2217, loss_bbox: 0.2124, loss_mask: 0.2454, loss: 0.7318 2022-09-29 14:38:03,537 - mmdet - INFO - Epoch [9][7000/7330] lr: 3.000e-03, eta: 1:14:28, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0518, loss_cls: 0.1948, acc: 93.1792, loss_bbox: 0.2073, loss_mask: 0.2409, loss: 0.7209 2022-09-29 14:38:13,338 - mmdet - INFO - Epoch [9][7050/7330] lr: 3.000e-03, eta: 1:14:18, time: 0.196, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0494, loss_cls: 0.1979, acc: 93.1934, loss_bbox: 0.2098, loss_mask: 0.2428, loss: 0.7273 2022-09-29 14:38:23,180 - mmdet - INFO - Epoch [9][7100/7330] lr: 3.000e-03, eta: 1:14:08, time: 0.197, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0496, loss_cls: 0.1896, acc: 93.5481, loss_bbox: 0.2003, loss_mask: 0.2405, loss: 0.7062 2022-09-29 14:38:33,057 - mmdet - INFO - Epoch [9][7150/7330] lr: 3.000e-03, eta: 1:13:58, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0488, loss_cls: 0.1914, acc: 93.3357, loss_bbox: 0.2062, loss_mask: 0.2360, loss: 0.7085 2022-09-29 14:38:43,258 - mmdet - INFO - Epoch [9][7200/7330] lr: 3.000e-03, eta: 1:13:48, time: 0.204, data_time: 0.041, memory: 4996, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0504, loss_cls: 0.1979, acc: 93.1321, loss_bbox: 0.2160, loss_mask: 0.2453, loss: 0.7372 2022-09-29 14:38:53,083 - mmdet - INFO - Epoch [9][7250/7330] lr: 3.000e-03, eta: 1:13:38, time: 0.197, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0477, loss_cls: 0.1979, acc: 93.2234, loss_bbox: 0.2096, loss_mask: 0.2463, loss: 0.7274 2022-09-29 14:39:02,937 - mmdet - INFO - Epoch [9][7300/7330] lr: 3.000e-03, eta: 1:13:28, time: 0.197, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0502, loss_cls: 0.1897, acc: 93.3840, loss_bbox: 0.2068, loss_mask: 0.2397, loss: 0.7122 2022-09-29 14:39:09,140 - mmdet - INFO - Saving checkpoint at 9 epochs 2022-09-29 14:39:52,182 - mmdet - INFO - Evaluating bbox... 2022-09-29 14:40:21,465 - 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 ] = 0.582 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.422 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.220 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.416 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 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.329 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.567 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.678 2022-09-29 14:40:21,466 - mmdet - INFO - Evaluating segm... 2022-09-29 14:40:52,975 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.345 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.552 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.368 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.161 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.371 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.502 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.479 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.479 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.479 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.278 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.513 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.631 2022-09-29 14:40:53,518 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_mask-rcnn_1x_coco_lr3e-2_wd5e-5/best_bbox_mAP_epoch_8.pth was removed 2022-09-29 14:40:54,230 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_9.pth. 2022-09-29 14:40:54,231 - mmdet - INFO - Best bbox_mAP is 0.3850 at 9 epoch. 2022-09-29 14:40:54,231 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 14:40:54,231 - mmdet - INFO - Epoch(val) [9][625] bbox_mAP: 0.3850, bbox_mAP_50: 0.5820, bbox_mAP_75: 0.4220, bbox_mAP_s: 0.2200, bbox_mAP_m: 0.4160, bbox_mAP_l: 0.4970, bbox_mAP_copypaste: 0.385 0.582 0.422 0.220 0.416 0.497, segm_mAP: 0.3450, segm_mAP_50: 0.5520, segm_mAP_75: 0.3680, segm_mAP_s: 0.1610, segm_mAP_m: 0.3710, segm_mAP_l: 0.5020, segm_mAP_copypaste: 0.345 0.552 0.368 0.161 0.371 0.502 2022-09-29 14:41:08,033 - mmdet - INFO - Epoch [10][50/7330] lr: 3.000e-03, eta: 1:13:11, time: 0.276, data_time: 0.097, memory: 4996, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0496, loss_cls: 0.1904, acc: 93.2070, loss_bbox: 0.2058, loss_mask: 0.2386, loss: 0.7100 2022-09-29 14:41:18,357 - mmdet - INFO - Epoch [10][100/7330] lr: 3.000e-03, eta: 1:13:01, time: 0.206, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0473, loss_cls: 0.1885, acc: 93.4980, loss_bbox: 0.2022, loss_mask: 0.2357, loss: 0.6997 2022-09-29 14:41:28,770 - mmdet - INFO - Epoch [10][150/7330] lr: 3.000e-03, eta: 1:12:51, time: 0.208, data_time: 0.040, memory: 4996, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0520, loss_cls: 0.1975, acc: 93.1270, loss_bbox: 0.2136, loss_mask: 0.2378, loss: 0.7285 2022-09-29 14:41:39,040 - mmdet - INFO - Epoch [10][200/7330] lr: 3.000e-03, eta: 1:12:41, time: 0.205, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0483, loss_cls: 0.1870, acc: 93.4312, loss_bbox: 0.2060, loss_mask: 0.2371, loss: 0.7031 2022-09-29 14:41:49,243 - mmdet - INFO - Epoch [10][250/7330] lr: 3.000e-03, eta: 1:12:31, time: 0.204, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0486, loss_cls: 0.1835, acc: 93.5920, loss_bbox: 0.2000, loss_mask: 0.2323, loss: 0.6886 2022-09-29 14:41:59,455 - mmdet - INFO - Epoch [10][300/7330] lr: 3.000e-03, eta: 1:12:22, time: 0.204, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0474, loss_cls: 0.1854, acc: 93.5137, loss_bbox: 0.2025, loss_mask: 0.2374, loss: 0.6991 2022-09-29 14:42:09,792 - mmdet - INFO - Epoch [10][350/7330] lr: 3.000e-03, eta: 1:12:12, time: 0.207, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0484, loss_cls: 0.1899, acc: 93.3787, loss_bbox: 0.2092, loss_mask: 0.2399, loss: 0.7130 2022-09-29 14:42:20,126 - mmdet - INFO - Epoch [10][400/7330] lr: 3.000e-03, eta: 1:12:02, time: 0.207, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0478, loss_cls: 0.1876, acc: 93.4453, loss_bbox: 0.2026, loss_mask: 0.2356, loss: 0.6994 2022-09-29 14:42:30,088 - mmdet - INFO - Epoch [10][450/7330] lr: 3.000e-03, eta: 1:11:52, time: 0.199, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0475, loss_cls: 0.1867, acc: 93.3918, loss_bbox: 0.2052, loss_mask: 0.2367, loss: 0.7006 2022-09-29 14:42:40,331 - mmdet - INFO - Epoch [10][500/7330] lr: 3.000e-03, eta: 1:11:42, time: 0.205, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0494, loss_cls: 0.1958, acc: 93.1873, loss_bbox: 0.2157, loss_mask: 0.2436, loss: 0.7297 2022-09-29 14:42:50,171 - mmdet - INFO - Epoch [10][550/7330] lr: 3.000e-03, eta: 1:11:32, time: 0.197, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0473, loss_cls: 0.1871, acc: 93.5771, loss_bbox: 0.2022, loss_mask: 0.2364, loss: 0.6989 2022-09-29 14:43:00,013 - mmdet - INFO - Epoch [10][600/7330] lr: 3.000e-03, eta: 1:11:22, time: 0.197, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0493, loss_cls: 0.1958, acc: 93.2649, loss_bbox: 0.2093, loss_mask: 0.2435, loss: 0.7228 2022-09-29 14:43:10,417 - mmdet - INFO - Epoch [10][650/7330] lr: 3.000e-03, eta: 1:11:12, time: 0.208, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0495, loss_cls: 0.1950, acc: 93.1660, loss_bbox: 0.2114, loss_mask: 0.2421, loss: 0.7238 2022-09-29 14:43:20,599 - mmdet - INFO - Epoch [10][700/7330] lr: 3.000e-03, eta: 1:11:02, time: 0.204, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0519, loss_cls: 0.1953, acc: 93.1975, loss_bbox: 0.2140, loss_mask: 0.2439, loss: 0.7336 2022-09-29 14:43:31,356 - mmdet - INFO - Epoch [10][750/7330] lr: 3.000e-03, eta: 1:10:52, time: 0.215, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0518, loss_cls: 0.1971, acc: 93.1909, loss_bbox: 0.2118, loss_mask: 0.2427, loss: 0.7290 2022-09-29 14:43:41,704 - mmdet - INFO - Epoch [10][800/7330] lr: 3.000e-03, eta: 1:10:42, time: 0.207, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0462, loss_cls: 0.1895, acc: 93.4658, loss_bbox: 0.2057, loss_mask: 0.2328, loss: 0.6985 2022-09-29 14:43:51,667 - mmdet - INFO - Epoch [10][850/7330] lr: 3.000e-03, eta: 1:10:32, time: 0.199, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0489, loss_cls: 0.1932, acc: 93.2808, loss_bbox: 0.2140, loss_mask: 0.2456, loss: 0.7275 2022-09-29 14:44:03,539 - mmdet - INFO - Epoch [10][900/7330] lr: 3.000e-03, eta: 1:10:23, time: 0.237, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0505, loss_cls: 0.1922, acc: 93.3823, loss_bbox: 0.2079, loss_mask: 0.2448, loss: 0.7215 2022-09-29 14:44:14,024 - mmdet - INFO - Epoch [10][950/7330] lr: 3.000e-03, eta: 1:10:13, time: 0.210, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0486, loss_cls: 0.1874, acc: 93.4072, loss_bbox: 0.2034, loss_mask: 0.2353, loss: 0.6992 2022-09-29 14:44:24,310 - mmdet - INFO - Epoch [10][1000/7330] lr: 3.000e-03, eta: 1:10:03, time: 0.206, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0498, loss_cls: 0.1868, acc: 93.3157, loss_bbox: 0.2058, loss_mask: 0.2448, loss: 0.7134 2022-09-29 14:44:34,313 - mmdet - INFO - Epoch [10][1050/7330] lr: 3.000e-03, eta: 1:09:53, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0489, loss_cls: 0.1883, acc: 93.4714, loss_bbox: 0.2008, loss_mask: 0.2358, loss: 0.6980 2022-09-29 14:44:44,531 - mmdet - INFO - Epoch [10][1100/7330] lr: 3.000e-03, eta: 1:09:43, time: 0.204, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0459, loss_cls: 0.1894, acc: 93.4270, loss_bbox: 0.2031, loss_mask: 0.2329, loss: 0.6959 2022-09-29 14:44:54,655 - mmdet - INFO - Epoch [10][1150/7330] lr: 3.000e-03, eta: 1:09:33, time: 0.202, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0476, loss_cls: 0.1953, acc: 93.2073, loss_bbox: 0.2103, loss_mask: 0.2399, loss: 0.7189 2022-09-29 14:45:05,039 - mmdet - INFO - Epoch [10][1200/7330] lr: 3.000e-03, eta: 1:09:23, time: 0.208, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0499, loss_cls: 0.1929, acc: 93.3499, loss_bbox: 0.2106, loss_mask: 0.2440, loss: 0.7241 2022-09-29 14:45:14,828 - mmdet - INFO - Epoch [10][1250/7330] lr: 3.000e-03, eta: 1:09:13, time: 0.196, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0452, loss_cls: 0.1807, acc: 93.6152, loss_bbox: 0.1959, loss_mask: 0.2358, loss: 0.6815 2022-09-29 14:45:25,167 - mmdet - INFO - Epoch [10][1300/7330] lr: 3.000e-03, eta: 1:09:03, time: 0.207, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0516, loss_cls: 0.1926, acc: 93.2415, loss_bbox: 0.2080, loss_mask: 0.2391, loss: 0.7173 2022-09-29 14:45:35,347 - mmdet - INFO - Epoch [10][1350/7330] lr: 3.000e-03, eta: 1:08:53, time: 0.204, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0483, loss_cls: 0.1902, acc: 93.3997, loss_bbox: 0.2065, loss_mask: 0.2371, loss: 0.7066 2022-09-29 14:45:45,509 - mmdet - INFO - Epoch [10][1400/7330] lr: 3.000e-03, eta: 1:08:43, time: 0.203, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0506, loss_cls: 0.1916, acc: 93.2725, loss_bbox: 0.2127, loss_mask: 0.2437, loss: 0.7254 2022-09-29 14:45:55,759 - mmdet - INFO - Epoch [10][1450/7330] lr: 3.000e-03, eta: 1:08:33, time: 0.205, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0506, loss_cls: 0.1908, acc: 93.3142, loss_bbox: 0.2120, loss_mask: 0.2398, loss: 0.7184 2022-09-29 14:46:05,835 - mmdet - INFO - Epoch [10][1500/7330] lr: 3.000e-03, eta: 1:08:23, time: 0.201, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0500, loss_cls: 0.1878, acc: 93.3596, loss_bbox: 0.2071, loss_mask: 0.2399, loss: 0.7110 2022-09-29 14:46:15,903 - mmdet - INFO - Epoch [10][1550/7330] lr: 3.000e-03, eta: 1:08:13, time: 0.201, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0487, loss_cls: 0.1919, acc: 93.3523, loss_bbox: 0.2119, loss_mask: 0.2381, loss: 0.7142 2022-09-29 14:46:26,460 - mmdet - INFO - Epoch [10][1600/7330] lr: 3.000e-03, eta: 1:08:03, time: 0.211, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0508, loss_cls: 0.1946, acc: 93.1978, loss_bbox: 0.2116, loss_mask: 0.2448, loss: 0.7294 2022-09-29 14:46:36,801 - mmdet - INFO - Epoch [10][1650/7330] lr: 3.000e-03, eta: 1:07:53, time: 0.207, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0531, loss_cls: 0.2028, acc: 92.9341, loss_bbox: 0.2217, loss_mask: 0.2439, loss: 0.7493 2022-09-29 14:46:46,838 - mmdet - INFO - Epoch [10][1700/7330] lr: 3.000e-03, eta: 1:07:43, time: 0.201, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0502, loss_cls: 0.1909, acc: 93.3550, loss_bbox: 0.2102, loss_mask: 0.2426, loss: 0.7185 2022-09-29 14:46:57,072 - mmdet - INFO - Epoch [10][1750/7330] lr: 3.000e-03, eta: 1:07:33, time: 0.205, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0530, loss_cls: 0.1949, acc: 93.1841, loss_bbox: 0.2091, loss_mask: 0.2362, loss: 0.7193 2022-09-29 14:47:08,396 - mmdet - INFO - Epoch [10][1800/7330] lr: 3.000e-03, eta: 1:07:24, time: 0.226, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0465, loss_cls: 0.1740, acc: 93.9243, loss_bbox: 0.1869, loss_mask: 0.2293, loss: 0.6598 2022-09-29 14:47:18,593 - mmdet - INFO - Epoch [10][1850/7330] lr: 3.000e-03, eta: 1:07:14, time: 0.204, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0512, loss_cls: 0.1934, acc: 93.1899, loss_bbox: 0.2111, loss_mask: 0.2432, loss: 0.7257 2022-09-29 14:47:28,666 - mmdet - INFO - Epoch [10][1900/7330] lr: 3.000e-03, eta: 1:07:04, time: 0.201, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0486, loss_cls: 0.1913, acc: 93.3655, loss_bbox: 0.2077, loss_mask: 0.2405, loss: 0.7126 2022-09-29 14:47:38,667 - mmdet - INFO - Epoch [10][1950/7330] lr: 3.000e-03, eta: 1:06:54, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0494, loss_cls: 0.1907, acc: 93.4121, loss_bbox: 0.2078, loss_mask: 0.2417, loss: 0.7147 2022-09-29 14:47:48,994 - mmdet - INFO - Epoch [10][2000/7330] lr: 3.000e-03, eta: 1:06:44, time: 0.207, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0531, loss_cls: 0.1971, acc: 93.0645, loss_bbox: 0.2188, loss_mask: 0.2423, loss: 0.7378 2022-09-29 14:47:59,022 - mmdet - INFO - Epoch [10][2050/7330] lr: 3.000e-03, eta: 1:06:34, time: 0.201, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0488, loss_cls: 0.1828, acc: 93.5791, loss_bbox: 0.2035, loss_mask: 0.2346, loss: 0.6955 2022-09-29 14:48:09,152 - mmdet - INFO - Epoch [10][2100/7330] lr: 3.000e-03, eta: 1:06:24, time: 0.203, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0503, loss_cls: 0.1970, acc: 93.1592, loss_bbox: 0.2117, loss_mask: 0.2442, loss: 0.7297 2022-09-29 14:48:19,557 - mmdet - INFO - Epoch [10][2150/7330] lr: 3.000e-03, eta: 1:06:14, time: 0.208, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0526, loss_cls: 0.1979, acc: 93.1133, loss_bbox: 0.2127, loss_mask: 0.2402, loss: 0.7294 2022-09-29 14:48:29,649 - mmdet - INFO - Epoch [10][2200/7330] lr: 3.000e-03, eta: 1:06:04, time: 0.202, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0502, loss_cls: 0.1933, acc: 93.2168, loss_bbox: 0.2066, loss_mask: 0.2388, loss: 0.7136 2022-09-29 14:48:39,952 - mmdet - INFO - Epoch [10][2250/7330] lr: 3.000e-03, eta: 1:05:54, time: 0.206, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0498, loss_cls: 0.1973, acc: 93.0457, loss_bbox: 0.2155, loss_mask: 0.2470, loss: 0.7364 2022-09-29 14:48:50,308 - mmdet - INFO - Epoch [10][2300/7330] lr: 3.000e-03, eta: 1:05:44, time: 0.207, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0518, loss_cls: 0.1991, acc: 92.9253, loss_bbox: 0.2216, loss_mask: 0.2461, loss: 0.7446 2022-09-29 14:49:00,473 - mmdet - INFO - Epoch [10][2350/7330] lr: 3.000e-03, eta: 1:05:34, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0506, loss_cls: 0.1869, acc: 93.4392, loss_bbox: 0.2105, loss_mask: 0.2417, loss: 0.7154 2022-09-29 14:49:10,391 - mmdet - INFO - Epoch [10][2400/7330] lr: 3.000e-03, eta: 1:05:24, time: 0.198, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0463, loss_cls: 0.1893, acc: 93.3379, loss_bbox: 0.2055, loss_mask: 0.2387, loss: 0.7056 2022-09-29 14:49:20,583 - mmdet - INFO - Epoch [10][2450/7330] lr: 3.000e-03, eta: 1:05:14, time: 0.204, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0489, loss_cls: 0.1916, acc: 93.2314, loss_bbox: 0.2085, loss_mask: 0.2369, loss: 0.7117 2022-09-29 14:49:30,557 - mmdet - INFO - Epoch [10][2500/7330] lr: 3.000e-03, eta: 1:05:04, time: 0.199, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0467, loss_cls: 0.1829, acc: 93.6375, loss_bbox: 0.2036, loss_mask: 0.2352, loss: 0.6926 2022-09-29 14:49:40,422 - mmdet - INFO - Epoch [10][2550/7330] lr: 3.000e-03, eta: 1:04:54, time: 0.197, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0484, loss_cls: 0.1832, acc: 93.5322, loss_bbox: 0.2022, loss_mask: 0.2372, loss: 0.6959 2022-09-29 14:49:50,474 - mmdet - INFO - Epoch [10][2600/7330] lr: 3.000e-03, eta: 1:04:44, time: 0.201, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0485, loss_cls: 0.1901, acc: 93.3877, loss_bbox: 0.2033, loss_mask: 0.2373, loss: 0.7043 2022-09-29 14:50:00,254 - mmdet - INFO - Epoch [10][2650/7330] lr: 3.000e-03, eta: 1:04:34, time: 0.196, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0493, loss_cls: 0.1927, acc: 93.2231, loss_bbox: 0.2097, loss_mask: 0.2384, loss: 0.7167 2022-09-29 14:50:10,534 - mmdet - INFO - Epoch [10][2700/7330] lr: 3.000e-03, eta: 1:04:24, time: 0.206, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0495, loss_cls: 0.1969, acc: 93.2021, loss_bbox: 0.2107, loss_mask: 0.2353, loss: 0.7192 2022-09-29 14:50:20,310 - mmdet - INFO - Epoch [10][2750/7330] lr: 3.000e-03, eta: 1:04:14, time: 0.195, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0471, loss_cls: 0.1855, acc: 93.5854, loss_bbox: 0.2048, loss_mask: 0.2310, loss: 0.6946 2022-09-29 14:50:30,567 - mmdet - INFO - Epoch [10][2800/7330] lr: 3.000e-03, eta: 1:04:04, time: 0.205, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0501, loss_cls: 0.1916, acc: 93.3164, loss_bbox: 0.2074, loss_mask: 0.2413, loss: 0.7166 2022-09-29 14:50:40,633 - mmdet - INFO - Epoch [10][2850/7330] lr: 3.000e-03, eta: 1:03:54, time: 0.201, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0481, loss_cls: 0.1841, acc: 93.5352, loss_bbox: 0.1994, loss_mask: 0.2383, loss: 0.6963 2022-09-29 14:50:50,584 - mmdet - INFO - Epoch [10][2900/7330] lr: 3.000e-03, eta: 1:03:44, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0499, loss_cls: 0.1927, acc: 93.3171, loss_bbox: 0.2061, loss_mask: 0.2424, loss: 0.7154 2022-09-29 14:51:00,738 - mmdet - INFO - Epoch [10][2950/7330] lr: 3.000e-03, eta: 1:03:34, time: 0.203, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0462, loss_cls: 0.1865, acc: 93.5337, loss_bbox: 0.2010, loss_mask: 0.2428, loss: 0.7026 2022-09-29 14:51:10,732 - mmdet - INFO - Epoch [10][3000/7330] lr: 3.000e-03, eta: 1:03:24, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0463, loss_cls: 0.1779, acc: 93.6433, loss_bbox: 0.1974, loss_mask: 0.2294, loss: 0.6749 2022-09-29 14:51:20,848 - mmdet - INFO - Epoch [10][3050/7330] lr: 3.000e-03, eta: 1:03:14, time: 0.202, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0507, loss_cls: 0.1908, acc: 93.2683, loss_bbox: 0.2096, loss_mask: 0.2383, loss: 0.7149 2022-09-29 14:51:31,023 - mmdet - INFO - Epoch [10][3100/7330] lr: 3.000e-03, eta: 1:03:04, time: 0.204, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0511, loss_cls: 0.1826, acc: 93.6101, loss_bbox: 0.2012, loss_mask: 0.2367, loss: 0.6975 2022-09-29 14:51:41,078 - mmdet - INFO - Epoch [10][3150/7330] lr: 3.000e-03, eta: 1:02:54, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0496, loss_cls: 0.1992, acc: 93.0967, loss_bbox: 0.2099, loss_mask: 0.2430, loss: 0.7271 2022-09-29 14:51:51,001 - mmdet - INFO - Epoch [10][3200/7330] lr: 3.000e-03, eta: 1:02:44, time: 0.198, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0502, loss_cls: 0.1915, acc: 93.2051, loss_bbox: 0.2117, loss_mask: 0.2386, loss: 0.7176 2022-09-29 14:52:01,210 - mmdet - INFO - Epoch [10][3250/7330] lr: 3.000e-03, eta: 1:02:34, time: 0.204, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0489, loss_cls: 0.1971, acc: 93.2649, loss_bbox: 0.2085, loss_mask: 0.2464, loss: 0.7262 2022-09-29 14:52:11,302 - mmdet - INFO - Epoch [10][3300/7330] lr: 3.000e-03, eta: 1:02:24, time: 0.202, data_time: 0.026, memory: 4996, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0476, loss_cls: 0.1923, acc: 93.3418, loss_bbox: 0.2067, loss_mask: 0.2421, loss: 0.7128 2022-09-29 14:52:21,682 - mmdet - INFO - Epoch [10][3350/7330] lr: 3.000e-03, eta: 1:02:14, time: 0.208, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0506, loss_cls: 0.1902, acc: 93.3718, loss_bbox: 0.2068, loss_mask: 0.2369, loss: 0.7104 2022-09-29 14:52:31,747 - mmdet - INFO - Epoch [10][3400/7330] lr: 3.000e-03, eta: 1:02:04, time: 0.201, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0475, loss_cls: 0.1887, acc: 93.3926, loss_bbox: 0.2031, loss_mask: 0.2348, loss: 0.6997 2022-09-29 14:52:41,861 - mmdet - INFO - Epoch [10][3450/7330] lr: 3.000e-03, eta: 1:01:54, time: 0.202, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0498, loss_cls: 0.1906, acc: 93.2847, loss_bbox: 0.2086, loss_mask: 0.2406, loss: 0.7132 2022-09-29 14:52:52,014 - mmdet - INFO - Epoch [10][3500/7330] lr: 3.000e-03, eta: 1:01:44, time: 0.203, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0511, loss_cls: 0.1934, acc: 93.2334, loss_bbox: 0.2103, loss_mask: 0.2429, loss: 0.7231 2022-09-29 14:53:02,202 - mmdet - INFO - Epoch [10][3550/7330] lr: 3.000e-03, eta: 1:01:34, time: 0.204, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0503, loss_cls: 0.1923, acc: 93.3188, loss_bbox: 0.2117, loss_mask: 0.2427, loss: 0.7227 2022-09-29 14:53:12,150 - mmdet - INFO - Epoch [10][3600/7330] lr: 3.000e-03, eta: 1:01:24, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0483, loss_cls: 0.1902, acc: 93.2483, loss_bbox: 0.2086, loss_mask: 0.2395, loss: 0.7115 2022-09-29 14:53:22,310 - mmdet - INFO - Epoch [10][3650/7330] lr: 3.000e-03, eta: 1:01:14, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0501, loss_cls: 0.1890, acc: 93.4497, loss_bbox: 0.2082, loss_mask: 0.2438, loss: 0.7159 2022-09-29 14:53:32,176 - mmdet - INFO - Epoch [10][3700/7330] lr: 3.000e-03, eta: 1:01:04, time: 0.197, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0493, loss_cls: 0.1903, acc: 93.2960, loss_bbox: 0.2054, loss_mask: 0.2405, loss: 0.7123 2022-09-29 14:53:42,401 - mmdet - INFO - Epoch [10][3750/7330] lr: 3.000e-03, eta: 1:00:54, time: 0.205, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0482, loss_cls: 0.1939, acc: 93.2661, loss_bbox: 0.2089, loss_mask: 0.2447, loss: 0.7206 2022-09-29 14:53:52,512 - mmdet - INFO - Epoch [10][3800/7330] lr: 3.000e-03, eta: 1:00:44, time: 0.202, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0483, loss_cls: 0.1795, acc: 93.6074, loss_bbox: 0.1982, loss_mask: 0.2360, loss: 0.6853 2022-09-29 14:54:02,396 - mmdet - INFO - Epoch [10][3850/7330] lr: 3.000e-03, eta: 1:00:34, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0456, loss_cls: 0.1838, acc: 93.5728, loss_bbox: 0.1999, loss_mask: 0.2349, loss: 0.6867 2022-09-29 14:54:12,476 - mmdet - INFO - Epoch [10][3900/7330] lr: 3.000e-03, eta: 1:00:24, time: 0.202, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0486, loss_cls: 0.1992, acc: 93.0549, loss_bbox: 0.2133, loss_mask: 0.2351, loss: 0.7225 2022-09-29 14:54:22,626 - mmdet - INFO - Epoch [10][3950/7330] lr: 3.000e-03, eta: 1:00:14, time: 0.203, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0458, loss_cls: 0.1819, acc: 93.6660, loss_bbox: 0.2019, loss_mask: 0.2357, loss: 0.6900 2022-09-29 14:54:32,596 - mmdet - INFO - Epoch [10][4000/7330] lr: 3.000e-03, eta: 1:00:04, time: 0.199, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0494, loss_cls: 0.1852, acc: 93.6321, loss_bbox: 0.1986, loss_mask: 0.2362, loss: 0.6938 2022-09-29 14:54:42,737 - mmdet - INFO - Epoch [10][4050/7330] lr: 3.000e-03, eta: 0:59:54, time: 0.203, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0497, loss_cls: 0.1899, acc: 93.3123, loss_bbox: 0.2056, loss_mask: 0.2442, loss: 0.7153 2022-09-29 14:54:52,888 - mmdet - INFO - Epoch [10][4100/7330] lr: 3.000e-03, eta: 0:59:44, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0538, loss_cls: 0.1980, acc: 93.0945, loss_bbox: 0.2116, loss_mask: 0.2444, loss: 0.7345 2022-09-29 14:55:02,351 - mmdet - INFO - Epoch [10][4150/7330] lr: 3.000e-03, eta: 0:59:34, time: 0.189, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0443, loss_cls: 0.1873, acc: 93.6184, loss_bbox: 0.1990, loss_mask: 0.2338, loss: 0.6899 2022-09-29 14:55:12,440 - mmdet - INFO - Epoch [10][4200/7330] lr: 3.000e-03, eta: 0:59:24, time: 0.202, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0514, loss_cls: 0.1899, acc: 93.4731, loss_bbox: 0.2104, loss_mask: 0.2443, loss: 0.7214 2022-09-29 14:55:22,327 - mmdet - INFO - Epoch [10][4250/7330] lr: 3.000e-03, eta: 0:59:14, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0482, loss_cls: 0.1858, acc: 93.4761, loss_bbox: 0.2037, loss_mask: 0.2360, loss: 0.6977 2022-09-29 14:55:32,646 - mmdet - INFO - Epoch [10][4300/7330] lr: 3.000e-03, eta: 0:59:04, time: 0.206, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0510, loss_cls: 0.1926, acc: 93.2566, loss_bbox: 0.2101, loss_mask: 0.2405, loss: 0.7198 2022-09-29 14:55:42,951 - mmdet - INFO - Epoch [10][4350/7330] lr: 3.000e-03, eta: 0:58:54, time: 0.206, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0496, loss_cls: 0.1973, acc: 93.1802, loss_bbox: 0.2097, loss_mask: 0.2381, loss: 0.7212 2022-09-29 14:55:53,132 - mmdet - INFO - Epoch [10][4400/7330] lr: 3.000e-03, eta: 0:58:44, time: 0.204, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0483, loss_cls: 0.1875, acc: 93.4497, loss_bbox: 0.2001, loss_mask: 0.2338, loss: 0.6952 2022-09-29 14:56:03,139 - mmdet - INFO - Epoch [10][4450/7330] lr: 3.000e-03, eta: 0:58:34, time: 0.200, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0477, loss_cls: 0.1937, acc: 93.3674, loss_bbox: 0.2063, loss_mask: 0.2356, loss: 0.7069 2022-09-29 14:56:14,932 - mmdet - INFO - Epoch [10][4500/7330] lr: 3.000e-03, eta: 0:58:24, time: 0.236, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0492, loss_cls: 0.1900, acc: 93.3574, loss_bbox: 0.2117, loss_mask: 0.2446, loss: 0.7205 2022-09-29 14:56:25,190 - mmdet - INFO - Epoch [10][4550/7330] lr: 3.000e-03, eta: 0:58:14, time: 0.205, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0459, loss_cls: 0.1815, acc: 93.7473, loss_bbox: 0.1975, loss_mask: 0.2341, loss: 0.6838 2022-09-29 14:56:35,399 - mmdet - INFO - Epoch [10][4600/7330] lr: 3.000e-03, eta: 0:58:04, time: 0.204, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0503, loss_cls: 0.1995, acc: 93.2283, loss_bbox: 0.2105, loss_mask: 0.2406, loss: 0.7289 2022-09-29 14:56:45,470 - mmdet - INFO - Epoch [10][4650/7330] lr: 3.000e-03, eta: 0:57:54, time: 0.201, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0492, loss_cls: 0.1943, acc: 93.1211, loss_bbox: 0.2091, loss_mask: 0.2377, loss: 0.7156 2022-09-29 14:56:55,567 - mmdet - INFO - Epoch [10][4700/7330] lr: 3.000e-03, eta: 0:57:44, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0490, loss_cls: 0.1913, acc: 93.3499, loss_bbox: 0.2107, loss_mask: 0.2470, loss: 0.7220 2022-09-29 14:57:05,759 - mmdet - INFO - Epoch [10][4750/7330] lr: 3.000e-03, eta: 0:57:34, time: 0.204, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0517, loss_cls: 0.1906, acc: 93.3071, loss_bbox: 0.2103, loss_mask: 0.2397, loss: 0.7176 2022-09-29 14:57:16,034 - mmdet - INFO - Epoch [10][4800/7330] lr: 3.000e-03, eta: 0:57:25, time: 0.206, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0512, loss_cls: 0.1993, acc: 93.1492, loss_bbox: 0.2108, loss_mask: 0.2392, loss: 0.7258 2022-09-29 14:57:26,267 - mmdet - INFO - Epoch [10][4850/7330] lr: 3.000e-03, eta: 0:57:15, time: 0.205, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0509, loss_cls: 0.1899, acc: 93.4160, loss_bbox: 0.2041, loss_mask: 0.2391, loss: 0.7113 2022-09-29 14:57:36,399 - mmdet - INFO - Epoch [10][4900/7330] lr: 3.000e-03, eta: 0:57:05, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0471, loss_cls: 0.1861, acc: 93.5059, loss_bbox: 0.2085, loss_mask: 0.2370, loss: 0.7055 2022-09-29 14:57:46,233 - mmdet - INFO - Epoch [10][4950/7330] lr: 3.000e-03, eta: 0:56:54, time: 0.197, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0479, loss_cls: 0.1862, acc: 93.4609, loss_bbox: 0.2053, loss_mask: 0.2388, loss: 0.7050 2022-09-29 14:57:56,100 - mmdet - INFO - Epoch [10][5000/7330] lr: 3.000e-03, eta: 0:56:44, time: 0.197, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0482, loss_cls: 0.1888, acc: 93.4268, loss_bbox: 0.1984, loss_mask: 0.2315, loss: 0.6927 2022-09-29 14:58:06,260 - mmdet - INFO - Epoch [10][5050/7330] lr: 3.000e-03, eta: 0:56:34, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0512, loss_cls: 0.1994, acc: 93.0415, loss_bbox: 0.2163, loss_mask: 0.2421, loss: 0.7363 2022-09-29 14:58:16,242 - mmdet - INFO - Epoch [10][5100/7330] lr: 3.000e-03, eta: 0:56:24, time: 0.200, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0472, loss_cls: 0.1863, acc: 93.4631, loss_bbox: 0.2039, loss_mask: 0.2386, loss: 0.7016 2022-09-29 14:58:26,262 - mmdet - INFO - Epoch [10][5150/7330] lr: 3.000e-03, eta: 0:56:14, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0462, loss_cls: 0.1855, acc: 93.5176, loss_bbox: 0.2010, loss_mask: 0.2382, loss: 0.6938 2022-09-29 14:58:36,249 - mmdet - INFO - Epoch [10][5200/7330] lr: 3.000e-03, eta: 0:56:04, time: 0.200, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0471, loss_cls: 0.1826, acc: 93.5959, loss_bbox: 0.1987, loss_mask: 0.2348, loss: 0.6865 2022-09-29 14:58:46,306 - mmdet - INFO - Epoch [10][5250/7330] lr: 3.000e-03, eta: 0:55:54, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0483, loss_cls: 0.1848, acc: 93.4565, loss_bbox: 0.2041, loss_mask: 0.2343, loss: 0.6961 2022-09-29 14:58:56,046 - mmdet - INFO - Epoch [10][5300/7330] lr: 3.000e-03, eta: 0:55:44, time: 0.195, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0452, loss_cls: 0.1763, acc: 93.7957, loss_bbox: 0.1916, loss_mask: 0.2363, loss: 0.6729 2022-09-29 14:59:06,249 - mmdet - INFO - Epoch [10][5350/7330] lr: 3.000e-03, eta: 0:55:34, time: 0.204, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0508, loss_cls: 0.1946, acc: 93.2065, loss_bbox: 0.2062, loss_mask: 0.2400, loss: 0.7184 2022-09-29 14:59:16,513 - mmdet - INFO - Epoch [10][5400/7330] lr: 3.000e-03, eta: 0:55:24, time: 0.205, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0473, loss_cls: 0.1953, acc: 93.1013, loss_bbox: 0.2145, loss_mask: 0.2419, loss: 0.7245 2022-09-29 14:59:26,408 - mmdet - INFO - Epoch [10][5450/7330] lr: 3.000e-03, eta: 0:55:14, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0480, loss_cls: 0.1918, acc: 93.2229, loss_bbox: 0.2134, loss_mask: 0.2424, loss: 0.7216 2022-09-29 14:59:36,604 - mmdet - INFO - Epoch [10][5500/7330] lr: 3.000e-03, eta: 0:55:04, time: 0.204, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0503, loss_cls: 0.2052, acc: 92.8740, loss_bbox: 0.2207, loss_mask: 0.2461, loss: 0.7500 2022-09-29 14:59:46,728 - mmdet - INFO - Epoch [10][5550/7330] lr: 3.000e-03, eta: 0:54:54, time: 0.203, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0477, loss_cls: 0.1890, acc: 93.3306, loss_bbox: 0.2028, loss_mask: 0.2377, loss: 0.7023 2022-09-29 14:59:56,883 - mmdet - INFO - Epoch [10][5600/7330] lr: 3.000e-03, eta: 0:54:44, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0479, loss_cls: 0.1931, acc: 93.1360, loss_bbox: 0.2131, loss_mask: 0.2371, loss: 0.7156 2022-09-29 15:00:07,060 - mmdet - INFO - Epoch [10][5650/7330] lr: 3.000e-03, eta: 0:54:34, time: 0.204, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0521, loss_cls: 0.1908, acc: 93.2856, loss_bbox: 0.2080, loss_mask: 0.2428, loss: 0.7209 2022-09-29 15:00:17,264 - mmdet - INFO - Epoch [10][5700/7330] lr: 3.000e-03, eta: 0:54:24, time: 0.204, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0523, loss_cls: 0.1958, acc: 93.1145, loss_bbox: 0.2139, loss_mask: 0.2441, loss: 0.7317 2022-09-29 15:00:27,398 - mmdet - INFO - Epoch [10][5750/7330] lr: 3.000e-03, eta: 0:54:14, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0508, loss_cls: 0.1944, acc: 93.2361, loss_bbox: 0.2112, loss_mask: 0.2360, loss: 0.7181 2022-09-29 15:00:37,539 - mmdet - INFO - Epoch [10][5800/7330] lr: 3.000e-03, eta: 0:54:04, time: 0.203, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0495, loss_cls: 0.1941, acc: 93.2168, loss_bbox: 0.2124, loss_mask: 0.2394, loss: 0.7194 2022-09-29 15:00:47,693 - mmdet - INFO - Epoch [10][5850/7330] lr: 3.000e-03, eta: 0:53:54, time: 0.203, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0514, loss_cls: 0.1964, acc: 93.1995, loss_bbox: 0.2152, loss_mask: 0.2448, loss: 0.7351 2022-09-29 15:00:57,588 - mmdet - INFO - Epoch [10][5900/7330] lr: 3.000e-03, eta: 0:53:44, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0492, loss_cls: 0.1852, acc: 93.5012, loss_bbox: 0.2052, loss_mask: 0.2350, loss: 0.6996 2022-09-29 15:01:07,463 - mmdet - INFO - Epoch [10][5950/7330] lr: 3.000e-03, eta: 0:53:34, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0504, loss_cls: 0.1946, acc: 93.2214, loss_bbox: 0.2083, loss_mask: 0.2398, loss: 0.7199 2022-09-29 15:01:17,503 - mmdet - INFO - Epoch [10][6000/7330] lr: 3.000e-03, eta: 0:53:24, time: 0.201, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0494, loss_cls: 0.1895, acc: 93.2568, loss_bbox: 0.2095, loss_mask: 0.2390, loss: 0.7147 2022-09-29 15:01:27,245 - mmdet - INFO - Epoch [10][6050/7330] lr: 3.000e-03, eta: 0:53:14, time: 0.195, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0481, loss_cls: 0.1891, acc: 93.3496, loss_bbox: 0.2054, loss_mask: 0.2385, loss: 0.7044 2022-09-29 15:01:37,742 - mmdet - INFO - Epoch [10][6100/7330] lr: 3.000e-03, eta: 0:53:04, time: 0.210, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0500, loss_cls: 0.1918, acc: 93.2939, loss_bbox: 0.2097, loss_mask: 0.2395, loss: 0.7168 2022-09-29 15:01:48,110 - mmdet - INFO - Epoch [10][6150/7330] lr: 3.000e-03, eta: 0:52:54, time: 0.207, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0492, loss_cls: 0.1848, acc: 93.4832, loss_bbox: 0.2036, loss_mask: 0.2317, loss: 0.6935 2022-09-29 15:01:58,004 - mmdet - INFO - Epoch [10][6200/7330] lr: 3.000e-03, eta: 0:52:44, time: 0.198, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0498, loss_cls: 0.1885, acc: 93.3149, loss_bbox: 0.2055, loss_mask: 0.2378, loss: 0.7063 2022-09-29 15:02:08,032 - mmdet - INFO - Epoch [10][6250/7330] lr: 3.000e-03, eta: 0:52:34, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0470, loss_cls: 0.1850, acc: 93.5574, loss_bbox: 0.2009, loss_mask: 0.2368, loss: 0.6949 2022-09-29 15:02:18,007 - mmdet - INFO - Epoch [10][6300/7330] lr: 3.000e-03, eta: 0:52:24, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0476, loss_cls: 0.1856, acc: 93.5181, loss_bbox: 0.2051, loss_mask: 0.2398, loss: 0.7029 2022-09-29 15:02:27,882 - mmdet - INFO - Epoch [10][6350/7330] lr: 3.000e-03, eta: 0:52:14, time: 0.197, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0462, loss_cls: 0.1834, acc: 93.6062, loss_bbox: 0.2016, loss_mask: 0.2414, loss: 0.6980 2022-09-29 15:02:38,101 - mmdet - INFO - Epoch [10][6400/7330] lr: 3.000e-03, eta: 0:52:04, time: 0.204, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0475, loss_cls: 0.1925, acc: 93.3076, loss_bbox: 0.2043, loss_mask: 0.2325, loss: 0.7016 2022-09-29 15:02:47,751 - mmdet - INFO - Epoch [10][6450/7330] lr: 3.000e-03, eta: 0:51:54, time: 0.193, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0462, loss_cls: 0.1798, acc: 93.6389, loss_bbox: 0.1958, loss_mask: 0.2341, loss: 0.6792 2022-09-29 15:02:57,949 - mmdet - INFO - Epoch [10][6500/7330] lr: 3.000e-03, eta: 0:51:44, time: 0.204, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0495, loss_cls: 0.1917, acc: 93.3474, loss_bbox: 0.2086, loss_mask: 0.2424, loss: 0.7178 2022-09-29 15:03:07,891 - mmdet - INFO - Epoch [10][6550/7330] lr: 3.000e-03, eta: 0:51:34, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0482, loss_cls: 0.1796, acc: 93.7275, loss_bbox: 0.2026, loss_mask: 0.2319, loss: 0.6876 2022-09-29 15:03:18,043 - mmdet - INFO - Epoch [10][6600/7330] lr: 3.000e-03, eta: 0:51:24, time: 0.203, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0495, loss_cls: 0.1968, acc: 93.1213, loss_bbox: 0.2127, loss_mask: 0.2425, loss: 0.7264 2022-09-29 15:03:27,838 - mmdet - INFO - Epoch [10][6650/7330] lr: 3.000e-03, eta: 0:51:14, time: 0.196, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0477, loss_cls: 0.1904, acc: 93.4373, loss_bbox: 0.2025, loss_mask: 0.2371, loss: 0.7019 2022-09-29 15:03:38,110 - mmdet - INFO - Epoch [10][6700/7330] lr: 3.000e-03, eta: 0:51:04, time: 0.205, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0513, loss_cls: 0.1855, acc: 93.5435, loss_bbox: 0.2037, loss_mask: 0.2326, loss: 0.6992 2022-09-29 15:03:47,940 - mmdet - INFO - Epoch [10][6750/7330] lr: 3.000e-03, eta: 0:50:54, time: 0.197, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0461, loss_cls: 0.1897, acc: 93.3931, loss_bbox: 0.2069, loss_mask: 0.2409, loss: 0.7088 2022-09-29 15:03:58,173 - mmdet - INFO - Epoch [10][6800/7330] lr: 3.000e-03, eta: 0:50:44, time: 0.205, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0513, loss_cls: 0.1829, acc: 93.5569, loss_bbox: 0.2062, loss_mask: 0.2361, loss: 0.7019 2022-09-29 15:04:08,155 - mmdet - INFO - Epoch [10][6850/7330] lr: 3.000e-03, eta: 0:50:34, time: 0.200, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0475, loss_cls: 0.1784, acc: 93.8003, loss_bbox: 0.1959, loss_mask: 0.2339, loss: 0.6802 2022-09-29 15:04:18,361 - mmdet - INFO - Epoch [10][6900/7330] lr: 3.000e-03, eta: 0:50:24, time: 0.204, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0515, loss_cls: 0.2049, acc: 92.8787, loss_bbox: 0.2204, loss_mask: 0.2438, loss: 0.7483 2022-09-29 15:04:28,486 - mmdet - INFO - Epoch [10][6950/7330] lr: 3.000e-03, eta: 0:50:14, time: 0.202, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0496, loss_cls: 0.1933, acc: 93.2332, loss_bbox: 0.2104, loss_mask: 0.2452, loss: 0.7239 2022-09-29 15:04:38,475 - mmdet - INFO - Epoch [10][7000/7330] lr: 3.000e-03, eta: 0:50:04, time: 0.200, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0473, loss_cls: 0.1817, acc: 93.7170, loss_bbox: 0.1981, loss_mask: 0.2362, loss: 0.6861 2022-09-29 15:04:48,328 - mmdet - INFO - Epoch [10][7050/7330] lr: 3.000e-03, eta: 0:49:54, time: 0.197, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0505, loss_cls: 0.1942, acc: 93.3032, loss_bbox: 0.2115, loss_mask: 0.2418, loss: 0.7240 2022-09-29 15:04:58,116 - mmdet - INFO - Epoch [10][7100/7330] lr: 3.000e-03, eta: 0:49:44, time: 0.196, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0499, loss_cls: 0.1939, acc: 93.1855, loss_bbox: 0.2124, loss_mask: 0.2361, loss: 0.7179 2022-09-29 15:05:08,068 - mmdet - INFO - Epoch [10][7150/7330] lr: 3.000e-03, eta: 0:49:34, time: 0.199, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0484, loss_cls: 0.1834, acc: 93.5466, loss_bbox: 0.2013, loss_mask: 0.2367, loss: 0.6943 2022-09-29 15:05:18,207 - mmdet - INFO - Epoch [10][7200/7330] lr: 3.000e-03, eta: 0:49:24, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0473, loss_cls: 0.1804, acc: 93.8223, loss_bbox: 0.1941, loss_mask: 0.2369, loss: 0.6841 2022-09-29 15:05:28,111 - mmdet - INFO - Epoch [10][7250/7330] lr: 3.000e-03, eta: 0:49:14, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0465, loss_cls: 0.1852, acc: 93.5972, loss_bbox: 0.2035, loss_mask: 0.2344, loss: 0.6947 2022-09-29 15:05:38,389 - mmdet - INFO - Epoch [10][7300/7330] lr: 3.000e-03, eta: 0:49:04, time: 0.206, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0484, loss_cls: 0.1921, acc: 93.2385, loss_bbox: 0.2097, loss_mask: 0.2381, loss: 0.7158 2022-09-29 15:05:44,681 - mmdet - INFO - Saving checkpoint at 10 epochs 2022-09-29 15:06:28,992 - mmdet - INFO - Evaluating bbox... 2022-09-29 15:06:57,619 - 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 ] = 0.587 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.425 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.222 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 ] = 0.509 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.534 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.534 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.534 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.328 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.575 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.677 2022-09-29 15:06:57,620 - mmdet - INFO - Evaluating segm... 2022-09-29 15:07:28,938 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.349 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.556 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.372 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.164 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.375 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.510 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.479 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.479 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.479 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.275 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.516 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.631 2022-09-29 15:07:29,474 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_mask-rcnn_1x_coco_lr3e-2_wd5e-5/best_bbox_mAP_epoch_9.pth was removed 2022-09-29 15:07:30,165 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_10.pth. 2022-09-29 15:07:30,165 - mmdet - INFO - Best bbox_mAP is 0.3900 at 10 epoch. 2022-09-29 15:07:30,166 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 15:07:30,166 - mmdet - INFO - Epoch(val) [10][625] bbox_mAP: 0.3900, bbox_mAP_50: 0.5870, bbox_mAP_75: 0.4250, bbox_mAP_s: 0.2220, bbox_mAP_m: 0.4240, bbox_mAP_l: 0.5090, bbox_mAP_copypaste: 0.390 0.587 0.425 0.222 0.424 0.509, segm_mAP: 0.3490, segm_mAP_50: 0.5560, segm_mAP_75: 0.3720, segm_mAP_s: 0.1640, segm_mAP_m: 0.3750, segm_mAP_l: 0.5100, segm_mAP_copypaste: 0.349 0.556 0.372 0.164 0.375 0.510 2022-09-29 15:07:45,115 - mmdet - INFO - Epoch [11][50/7330] lr: 3.000e-03, eta: 0:48:48, time: 0.299, data_time: 0.126, memory: 4996, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0498, loss_cls: 0.1917, acc: 93.2661, loss_bbox: 0.2100, loss_mask: 0.2411, loss: 0.7163 2022-09-29 15:07:55,476 - mmdet - INFO - Epoch [11][100/7330] lr: 3.000e-03, eta: 0:48:38, time: 0.207, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0477, loss_cls: 0.1866, acc: 93.4727, loss_bbox: 0.2080, loss_mask: 0.2392, loss: 0.7043 2022-09-29 15:08:06,270 - mmdet - INFO - Epoch [11][150/7330] lr: 3.000e-03, eta: 0:48:28, time: 0.216, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0495, loss_cls: 0.1823, acc: 93.5959, loss_bbox: 0.1991, loss_mask: 0.2366, loss: 0.6910 2022-09-29 15:08:16,647 - mmdet - INFO - Epoch [11][200/7330] lr: 3.000e-03, eta: 0:48:18, time: 0.208, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0495, loss_cls: 0.1865, acc: 93.3943, loss_bbox: 0.2070, loss_mask: 0.2360, loss: 0.7043 2022-09-29 15:08:26,785 - mmdet - INFO - Epoch [11][250/7330] lr: 3.000e-03, eta: 0:48:08, time: 0.203, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0475, loss_cls: 0.1857, acc: 93.4163, loss_bbox: 0.2076, loss_mask: 0.2398, loss: 0.7053 2022-09-29 15:08:37,220 - mmdet - INFO - Epoch [11][300/7330] lr: 3.000e-03, eta: 0:47:58, time: 0.209, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0465, loss_cls: 0.1849, acc: 93.4861, loss_bbox: 0.2002, loss_mask: 0.2347, loss: 0.6897 2022-09-29 15:08:47,059 - mmdet - INFO - Epoch [11][350/7330] lr: 3.000e-03, eta: 0:47:48, time: 0.197, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0467, loss_cls: 0.1856, acc: 93.4529, loss_bbox: 0.2015, loss_mask: 0.2338, loss: 0.6910 2022-09-29 15:08:57,609 - mmdet - INFO - Epoch [11][400/7330] lr: 3.000e-03, eta: 0:47:38, time: 0.211, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0505, loss_cls: 0.1922, acc: 93.2664, loss_bbox: 0.2123, loss_mask: 0.2426, loss: 0.7238 2022-09-29 15:09:07,681 - mmdet - INFO - Epoch [11][450/7330] lr: 3.000e-03, eta: 0:47:28, time: 0.201, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0461, loss_cls: 0.1724, acc: 93.9058, loss_bbox: 0.1932, loss_mask: 0.2258, loss: 0.6595 2022-09-29 15:09:17,937 - mmdet - INFO - Epoch [11][500/7330] lr: 3.000e-03, eta: 0:47:18, time: 0.205, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0477, loss_cls: 0.1774, acc: 93.7375, loss_bbox: 0.1990, loss_mask: 0.2303, loss: 0.6802 2022-09-29 15:09:28,194 - mmdet - INFO - Epoch [11][550/7330] lr: 3.000e-03, eta: 0:47:08, time: 0.205, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0475, loss_cls: 0.1910, acc: 93.3508, loss_bbox: 0.2085, loss_mask: 0.2378, loss: 0.7072 2022-09-29 15:09:38,362 - mmdet - INFO - Epoch [11][600/7330] lr: 3.000e-03, eta: 0:46:58, time: 0.203, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0489, loss_cls: 0.1797, acc: 93.6489, loss_bbox: 0.2005, loss_mask: 0.2347, loss: 0.6885 2022-09-29 15:09:48,409 - mmdet - INFO - Epoch [11][650/7330] lr: 3.000e-03, eta: 0:46:48, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0476, loss_cls: 0.1790, acc: 93.6216, loss_bbox: 0.2006, loss_mask: 0.2354, loss: 0.6847 2022-09-29 15:09:58,751 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 15:09:58,752 - mmdet - INFO - Epoch [11][700/7330] lr: 3.000e-03, eta: 0:46:38, time: 0.207, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0499, loss_cls: 0.1936, acc: 93.2209, loss_bbox: 0.2142, loss_mask: 0.2402, loss: 0.7233 2022-09-29 15:10:09,324 - mmdet - INFO - Epoch [11][750/7330] lr: 3.000e-03, eta: 0:46:28, time: 0.211, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0497, loss_cls: 0.1824, acc: 93.6375, loss_bbox: 0.1999, loss_mask: 0.2371, loss: 0.6938 2022-09-29 15:10:19,660 - mmdet - INFO - Epoch [11][800/7330] lr: 3.000e-03, eta: 0:46:18, time: 0.207, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0491, loss_cls: 0.1892, acc: 93.4114, loss_bbox: 0.2043, loss_mask: 0.2332, loss: 0.6990 2022-09-29 15:10:30,113 - mmdet - INFO - Epoch [11][850/7330] lr: 3.000e-03, eta: 0:46:08, time: 0.209, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0482, loss_cls: 0.1941, acc: 93.1643, loss_bbox: 0.2079, loss_mask: 0.2425, loss: 0.7195 2022-09-29 15:10:40,698 - mmdet - INFO - Epoch [11][900/7330] lr: 3.000e-03, eta: 0:45:58, time: 0.212, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0487, loss_cls: 0.1829, acc: 93.6575, loss_bbox: 0.2027, loss_mask: 0.2342, loss: 0.6919 2022-09-29 15:10:50,812 - mmdet - INFO - Epoch [11][950/7330] lr: 3.000e-03, eta: 0:45:48, time: 0.202, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0485, loss_cls: 0.1870, acc: 93.3577, loss_bbox: 0.2106, loss_mask: 0.2417, loss: 0.7117 2022-09-29 15:11:01,208 - mmdet - INFO - Epoch [11][1000/7330] lr: 3.000e-03, eta: 0:45:38, time: 0.208, data_time: 0.026, memory: 4996, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0493, loss_cls: 0.1833, acc: 93.4878, loss_bbox: 0.2055, loss_mask: 0.2387, loss: 0.7012 2022-09-29 15:11:11,576 - mmdet - INFO - Epoch [11][1050/7330] lr: 3.000e-03, eta: 0:45:28, time: 0.207, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0482, loss_cls: 0.1831, acc: 93.4709, loss_bbox: 0.2069, loss_mask: 0.2412, loss: 0.7020 2022-09-29 15:11:22,036 - mmdet - INFO - Epoch [11][1100/7330] lr: 3.000e-03, eta: 0:45:18, time: 0.209, data_time: 0.025, memory: 4996, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0469, loss_cls: 0.1867, acc: 93.3376, loss_bbox: 0.2087, loss_mask: 0.2390, loss: 0.7063 2022-09-29 15:11:32,436 - mmdet - INFO - Epoch [11][1150/7330] lr: 3.000e-03, eta: 0:45:08, time: 0.208, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0477, loss_cls: 0.1898, acc: 93.3943, loss_bbox: 0.2054, loss_mask: 0.2353, loss: 0.7021 2022-09-29 15:11:42,505 - mmdet - INFO - Epoch [11][1200/7330] lr: 3.000e-03, eta: 0:44:58, time: 0.201, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0476, loss_cls: 0.1842, acc: 93.5378, loss_bbox: 0.2008, loss_mask: 0.2356, loss: 0.6920 2022-09-29 15:11:52,858 - mmdet - INFO - Epoch [11][1250/7330] lr: 3.000e-03, eta: 0:44:48, time: 0.207, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0505, loss_cls: 0.1950, acc: 93.2505, loss_bbox: 0.2094, loss_mask: 0.2413, loss: 0.7238 2022-09-29 15:12:02,988 - mmdet - INFO - Epoch [11][1300/7330] lr: 3.000e-03, eta: 0:44:38, time: 0.203, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0482, loss_cls: 0.1846, acc: 93.5879, loss_bbox: 0.2008, loss_mask: 0.2349, loss: 0.6926 2022-09-29 15:12:13,129 - mmdet - INFO - Epoch [11][1350/7330] lr: 3.000e-03, eta: 0:44:28, time: 0.203, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0480, loss_cls: 0.1769, acc: 93.7744, loss_bbox: 0.2008, loss_mask: 0.2340, loss: 0.6834 2022-09-29 15:12:23,493 - mmdet - INFO - Epoch [11][1400/7330] lr: 3.000e-03, eta: 0:44:18, time: 0.207, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0482, loss_cls: 0.1915, acc: 93.3269, loss_bbox: 0.2090, loss_mask: 0.2363, loss: 0.7095 2022-09-29 15:12:33,818 - mmdet - INFO - Epoch [11][1450/7330] lr: 3.000e-03, eta: 0:44:08, time: 0.206, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0490, loss_cls: 0.1736, acc: 93.7834, loss_bbox: 0.1970, loss_mask: 0.2353, loss: 0.6784 2022-09-29 15:12:44,165 - mmdet - INFO - Epoch [11][1500/7330] lr: 3.000e-03, eta: 0:43:58, time: 0.207, data_time: 0.026, memory: 4996, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0476, loss_cls: 0.1811, acc: 93.6460, loss_bbox: 0.1980, loss_mask: 0.2315, loss: 0.6812 2022-09-29 15:12:54,326 - mmdet - INFO - Epoch [11][1550/7330] lr: 3.000e-03, eta: 0:43:48, time: 0.203, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0468, loss_cls: 0.1824, acc: 93.6252, loss_bbox: 0.1996, loss_mask: 0.2369, loss: 0.6893 2022-09-29 15:13:04,582 - mmdet - INFO - Epoch [11][1600/7330] lr: 3.000e-03, eta: 0:43:38, time: 0.205, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0485, loss_cls: 0.1860, acc: 93.4646, loss_bbox: 0.2045, loss_mask: 0.2321, loss: 0.6954 2022-09-29 15:13:15,049 - mmdet - INFO - Epoch [11][1650/7330] lr: 3.000e-03, eta: 0:43:28, time: 0.209, data_time: 0.026, memory: 4996, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0484, loss_cls: 0.1869, acc: 93.5549, loss_bbox: 0.2025, loss_mask: 0.2396, loss: 0.7029 2022-09-29 15:13:25,138 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 15:13:25,138 - mmdet - INFO - Epoch [11][1700/7330] lr: 3.000e-03, eta: 0:43:18, time: 0.202, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0472, loss_cls: 0.1901, acc: 93.4126, loss_bbox: 0.2052, loss_mask: 0.2345, loss: 0.7010 2022-09-29 15:13:35,253 - mmdet - INFO - Epoch [11][1750/7330] lr: 3.000e-03, eta: 0:43:08, time: 0.202, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0502, loss_cls: 0.1907, acc: 93.2119, loss_bbox: 0.2135, loss_mask: 0.2430, loss: 0.7239 2022-09-29 15:13:45,360 - mmdet - INFO - Epoch [11][1800/7330] lr: 3.000e-03, eta: 0:42:58, time: 0.202, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0485, loss_cls: 0.1770, acc: 93.7749, loss_bbox: 0.1998, loss_mask: 0.2366, loss: 0.6848 2022-09-29 15:13:56,037 - mmdet - INFO - Epoch [11][1850/7330] lr: 3.000e-03, eta: 0:42:49, time: 0.214, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0524, loss_cls: 0.1866, acc: 93.4768, loss_bbox: 0.2016, loss_mask: 0.2310, loss: 0.6962 2022-09-29 15:14:06,658 - mmdet - INFO - Epoch [11][1900/7330] lr: 3.000e-03, eta: 0:42:39, time: 0.212, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0520, loss_cls: 0.1955, acc: 93.1558, loss_bbox: 0.2149, loss_mask: 0.2399, loss: 0.7292 2022-09-29 15:14:17,007 - mmdet - INFO - Epoch [11][1950/7330] lr: 3.000e-03, eta: 0:42:29, time: 0.207, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0523, loss_cls: 0.1937, acc: 93.1777, loss_bbox: 0.2162, loss_mask: 0.2414, loss: 0.7284 2022-09-29 15:14:27,223 - mmdet - INFO - Epoch [11][2000/7330] lr: 3.000e-03, eta: 0:42:19, time: 0.204, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0484, loss_cls: 0.1875, acc: 93.4609, loss_bbox: 0.2041, loss_mask: 0.2333, loss: 0.6984 2022-09-29 15:14:37,340 - mmdet - INFO - Epoch [11][2050/7330] lr: 3.000e-03, eta: 0:42:09, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0525, loss_cls: 0.1891, acc: 93.3535, loss_bbox: 0.2115, loss_mask: 0.2403, loss: 0.7179 2022-09-29 15:14:47,464 - mmdet - INFO - Epoch [11][2100/7330] lr: 3.000e-03, eta: 0:41:59, time: 0.202, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0479, loss_cls: 0.1831, acc: 93.6003, loss_bbox: 0.2026, loss_mask: 0.2337, loss: 0.6907 2022-09-29 15:14:57,837 - mmdet - INFO - Epoch [11][2150/7330] lr: 3.000e-03, eta: 0:41:49, time: 0.207, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0510, loss_cls: 0.1917, acc: 93.2349, loss_bbox: 0.2104, loss_mask: 0.2427, loss: 0.7197 2022-09-29 15:15:08,183 - mmdet - INFO - Epoch [11][2200/7330] lr: 3.000e-03, eta: 0:41:39, time: 0.207, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0488, loss_cls: 0.1811, acc: 93.5510, loss_bbox: 0.2026, loss_mask: 0.2355, loss: 0.6922 2022-09-29 15:15:18,499 - mmdet - INFO - Epoch [11][2250/7330] lr: 3.000e-03, eta: 0:41:29, time: 0.206, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0485, loss_cls: 0.1867, acc: 93.4675, loss_bbox: 0.2027, loss_mask: 0.2312, loss: 0.6942 2022-09-29 15:15:28,654 - mmdet - INFO - Epoch [11][2300/7330] lr: 3.000e-03, eta: 0:41:19, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0510, loss_cls: 0.1918, acc: 93.3171, loss_bbox: 0.2034, loss_mask: 0.2360, loss: 0.7078 2022-09-29 15:15:38,754 - mmdet - INFO - Epoch [11][2350/7330] lr: 3.000e-03, eta: 0:41:09, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0478, loss_cls: 0.1830, acc: 93.5377, loss_bbox: 0.2005, loss_mask: 0.2399, loss: 0.6952 2022-09-29 15:15:48,642 - mmdet - INFO - Epoch [11][2400/7330] lr: 3.000e-03, eta: 0:40:59, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0494, loss_cls: 0.1842, acc: 93.5435, loss_bbox: 0.2064, loss_mask: 0.2425, loss: 0.7072 2022-09-29 15:15:58,732 - mmdet - INFO - Epoch [11][2450/7330] lr: 3.000e-03, eta: 0:40:49, time: 0.202, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0476, loss_cls: 0.1857, acc: 93.5476, loss_bbox: 0.2040, loss_mask: 0.2334, loss: 0.6947 2022-09-29 15:16:08,643 - mmdet - INFO - Epoch [11][2500/7330] lr: 3.000e-03, eta: 0:40:39, time: 0.198, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0470, loss_cls: 0.1819, acc: 93.6914, loss_bbox: 0.2040, loss_mask: 0.2392, loss: 0.6952 2022-09-29 15:16:18,606 - mmdet - INFO - Epoch [11][2550/7330] lr: 3.000e-03, eta: 0:40:28, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0517, loss_cls: 0.1889, acc: 93.2102, loss_bbox: 0.2119, loss_mask: 0.2444, loss: 0.7217 2022-09-29 15:16:28,511 - mmdet - INFO - Epoch [11][2600/7330] lr: 3.000e-03, eta: 0:40:18, time: 0.198, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0473, loss_cls: 0.1774, acc: 93.6875, loss_bbox: 0.1963, loss_mask: 0.2332, loss: 0.6772 2022-09-29 15:16:38,269 - mmdet - INFO - Epoch [11][2650/7330] lr: 3.000e-03, eta: 0:40:08, time: 0.195, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0455, loss_cls: 0.1753, acc: 93.8748, loss_bbox: 0.1964, loss_mask: 0.2301, loss: 0.6694 2022-09-29 15:16:47,884 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 15:16:47,884 - mmdet - INFO - Epoch [11][2700/7330] lr: 3.000e-03, eta: 0:39:58, time: 0.192, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0451, loss_cls: 0.1797, acc: 93.6223, loss_bbox: 0.2049, loss_mask: 0.2346, loss: 0.6887 2022-09-29 15:16:58,022 - mmdet - INFO - Epoch [11][2750/7330] lr: 3.000e-03, eta: 0:39:48, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0493, loss_cls: 0.1898, acc: 93.3384, loss_bbox: 0.2086, loss_mask: 0.2421, loss: 0.7139 2022-09-29 15:17:08,003 - mmdet - INFO - Epoch [11][2800/7330] lr: 3.000e-03, eta: 0:39:38, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0478, loss_cls: 0.1849, acc: 93.4478, loss_bbox: 0.2035, loss_mask: 0.2356, loss: 0.6957 2022-09-29 15:17:17,865 - mmdet - INFO - Epoch [11][2850/7330] lr: 3.000e-03, eta: 0:39:28, time: 0.197, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0468, loss_cls: 0.1868, acc: 93.6165, loss_bbox: 0.2014, loss_mask: 0.2357, loss: 0.6933 2022-09-29 15:17:27,755 - mmdet - INFO - Epoch [11][2900/7330] lr: 3.000e-03, eta: 0:39:18, time: 0.198, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0482, loss_cls: 0.1837, acc: 93.4238, loss_bbox: 0.2059, loss_mask: 0.2369, loss: 0.6986 2022-09-29 15:17:37,854 - mmdet - INFO - Epoch [11][2950/7330] lr: 3.000e-03, eta: 0:39:08, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0446, loss_cls: 0.1803, acc: 93.6477, loss_bbox: 0.1998, loss_mask: 0.2348, loss: 0.6825 2022-09-29 15:17:48,304 - mmdet - INFO - Epoch [11][3000/7330] lr: 3.000e-03, eta: 0:38:58, time: 0.209, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0488, loss_cls: 0.1861, acc: 93.4624, loss_bbox: 0.2100, loss_mask: 0.2358, loss: 0.7038 2022-09-29 15:17:58,284 - mmdet - INFO - Epoch [11][3050/7330] lr: 3.000e-03, eta: 0:38:48, time: 0.200, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0508, loss_cls: 0.1863, acc: 93.5896, loss_bbox: 0.2016, loss_mask: 0.2360, loss: 0.7003 2022-09-29 15:18:08,276 - mmdet - INFO - Epoch [11][3100/7330] lr: 3.000e-03, eta: 0:38:38, time: 0.200, data_time: 0.026, memory: 4996, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0492, loss_cls: 0.1813, acc: 93.5864, loss_bbox: 0.2022, loss_mask: 0.2362, loss: 0.6937 2022-09-29 15:18:18,410 - mmdet - INFO - Epoch [11][3150/7330] lr: 3.000e-03, eta: 0:38:28, time: 0.203, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0514, loss_cls: 0.1887, acc: 93.3508, loss_bbox: 0.2095, loss_mask: 0.2437, loss: 0.7187 2022-09-29 15:18:28,529 - mmdet - INFO - Epoch [11][3200/7330] lr: 3.000e-03, eta: 0:38:18, time: 0.202, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0508, loss_cls: 0.1918, acc: 93.1746, loss_bbox: 0.2132, loss_mask: 0.2423, loss: 0.7237 2022-09-29 15:18:38,350 - mmdet - INFO - Epoch [11][3250/7330] lr: 3.000e-03, eta: 0:38:08, time: 0.196, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0458, loss_cls: 0.1759, acc: 93.8499, loss_bbox: 0.1959, loss_mask: 0.2371, loss: 0.6763 2022-09-29 15:18:48,136 - mmdet - INFO - Epoch [11][3300/7330] lr: 3.000e-03, eta: 0:37:58, time: 0.196, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0481, loss_cls: 0.1846, acc: 93.4600, loss_bbox: 0.2043, loss_mask: 0.2336, loss: 0.6952 2022-09-29 15:18:57,915 - mmdet - INFO - Epoch [11][3350/7330] lr: 3.000e-03, eta: 0:37:48, time: 0.196, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0456, loss_cls: 0.1783, acc: 93.7412, loss_bbox: 0.1976, loss_mask: 0.2319, loss: 0.6779 2022-09-29 15:19:07,580 - mmdet - INFO - Epoch [11][3400/7330] lr: 3.000e-03, eta: 0:37:38, time: 0.193, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0448, loss_cls: 0.1675, acc: 94.1035, loss_bbox: 0.1859, loss_mask: 0.2289, loss: 0.6483 2022-09-29 15:19:17,674 - mmdet - INFO - Epoch [11][3450/7330] lr: 3.000e-03, eta: 0:37:28, time: 0.202, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0502, loss_cls: 0.1887, acc: 93.3850, loss_bbox: 0.2066, loss_mask: 0.2385, loss: 0.7089 2022-09-29 15:19:27,640 - mmdet - INFO - Epoch [11][3500/7330] lr: 3.000e-03, eta: 0:37:18, time: 0.199, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0448, loss_cls: 0.1796, acc: 93.5623, loss_bbox: 0.2021, loss_mask: 0.2372, loss: 0.6861 2022-09-29 15:19:37,484 - mmdet - INFO - Epoch [11][3550/7330] lr: 3.000e-03, eta: 0:37:08, time: 0.197, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0475, loss_cls: 0.1859, acc: 93.4631, loss_bbox: 0.2035, loss_mask: 0.2374, loss: 0.6978 2022-09-29 15:19:47,746 - mmdet - INFO - Epoch [11][3600/7330] lr: 3.000e-03, eta: 0:36:58, time: 0.205, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0475, loss_cls: 0.1762, acc: 93.7258, loss_bbox: 0.2015, loss_mask: 0.2348, loss: 0.6848 2022-09-29 15:19:57,593 - mmdet - INFO - Epoch [11][3650/7330] lr: 3.000e-03, eta: 0:36:48, time: 0.197, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0468, loss_cls: 0.1903, acc: 93.3694, loss_bbox: 0.2085, loss_mask: 0.2403, loss: 0.7106 2022-09-29 15:20:07,725 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 15:20:07,725 - mmdet - INFO - Epoch [11][3700/7330] lr: 3.000e-03, eta: 0:36:38, time: 0.203, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0498, loss_cls: 0.1928, acc: 93.2012, loss_bbox: 0.2106, loss_mask: 0.2357, loss: 0.7139 2022-09-29 15:20:17,663 - mmdet - INFO - Epoch [11][3750/7330] lr: 3.000e-03, eta: 0:36:28, time: 0.199, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0529, loss_cls: 0.1914, acc: 93.2981, loss_bbox: 0.2119, loss_mask: 0.2427, loss: 0.7235 2022-09-29 15:20:27,752 - mmdet - INFO - Epoch [11][3800/7330] lr: 3.000e-03, eta: 0:36:18, time: 0.202, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0489, loss_cls: 0.1872, acc: 93.5066, loss_bbox: 0.2029, loss_mask: 0.2332, loss: 0.6984 2022-09-29 15:20:37,906 - mmdet - INFO - Epoch [11][3850/7330] lr: 3.000e-03, eta: 0:36:08, time: 0.203, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0494, loss_cls: 0.1886, acc: 93.3186, loss_bbox: 0.2091, loss_mask: 0.2407, loss: 0.7130 2022-09-29 15:20:48,170 - mmdet - INFO - Epoch [11][3900/7330] lr: 3.000e-03, eta: 0:35:58, time: 0.205, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0519, loss_cls: 0.1908, acc: 93.2568, loss_bbox: 0.2117, loss_mask: 0.2411, loss: 0.7221 2022-09-29 15:20:58,159 - mmdet - INFO - Epoch [11][3950/7330] lr: 3.000e-03, eta: 0:35:47, time: 0.200, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0485, loss_cls: 0.1933, acc: 93.2529, loss_bbox: 0.2114, loss_mask: 0.2374, loss: 0.7155 2022-09-29 15:21:07,981 - mmdet - INFO - Epoch [11][4000/7330] lr: 3.000e-03, eta: 0:35:37, time: 0.196, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0470, loss_cls: 0.1862, acc: 93.4429, loss_bbox: 0.2026, loss_mask: 0.2370, loss: 0.6966 2022-09-29 15:21:17,679 - mmdet - INFO - Epoch [11][4050/7330] lr: 3.000e-03, eta: 0:35:27, time: 0.194, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0485, loss_cls: 0.1854, acc: 93.5090, loss_bbox: 0.2021, loss_mask: 0.2369, loss: 0.6968 2022-09-29 15:21:27,651 - mmdet - INFO - Epoch [11][4100/7330] lr: 3.000e-03, eta: 0:35:17, time: 0.199, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0480, loss_cls: 0.1833, acc: 93.5776, loss_bbox: 0.1998, loss_mask: 0.2333, loss: 0.6883 2022-09-29 15:21:37,532 - mmdet - INFO - Epoch [11][4150/7330] lr: 3.000e-03, eta: 0:35:07, time: 0.198, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0472, loss_cls: 0.1892, acc: 93.4409, loss_bbox: 0.2043, loss_mask: 0.2381, loss: 0.7041 2022-09-29 15:21:47,543 - mmdet - INFO - Epoch [11][4200/7330] lr: 3.000e-03, eta: 0:34:57, time: 0.200, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0488, loss_cls: 0.1898, acc: 93.2666, loss_bbox: 0.2106, loss_mask: 0.2367, loss: 0.7116 2022-09-29 15:21:57,489 - mmdet - INFO - Epoch [11][4250/7330] lr: 3.000e-03, eta: 0:34:47, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0515, loss_cls: 0.1979, acc: 93.1445, loss_bbox: 0.2124, loss_mask: 0.2389, loss: 0.7259 2022-09-29 15:22:07,579 - mmdet - INFO - Epoch [11][4300/7330] lr: 3.000e-03, eta: 0:34:37, time: 0.202, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0494, loss_cls: 0.1813, acc: 93.5437, loss_bbox: 0.2053, loss_mask: 0.2331, loss: 0.6920 2022-09-29 15:22:17,470 - mmdet - INFO - Epoch [11][4350/7330] lr: 3.000e-03, eta: 0:34:27, time: 0.198, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0455, loss_cls: 0.1839, acc: 93.5105, loss_bbox: 0.2017, loss_mask: 0.2316, loss: 0.6869 2022-09-29 15:22:27,519 - mmdet - INFO - Epoch [11][4400/7330] lr: 3.000e-03, eta: 0:34:17, time: 0.201, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0489, loss_cls: 0.1901, acc: 93.3740, loss_bbox: 0.2036, loss_mask: 0.2345, loss: 0.7031 2022-09-29 15:22:37,390 - mmdet - INFO - Epoch [11][4450/7330] lr: 3.000e-03, eta: 0:34:07, time: 0.197, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0471, loss_cls: 0.1846, acc: 93.6301, loss_bbox: 0.2023, loss_mask: 0.2335, loss: 0.6918 2022-09-29 15:22:47,153 - mmdet - INFO - Epoch [11][4500/7330] lr: 3.000e-03, eta: 0:33:57, time: 0.195, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0477, loss_cls: 0.1792, acc: 93.6147, loss_bbox: 0.1966, loss_mask: 0.2320, loss: 0.6796 2022-09-29 15:22:57,345 - mmdet - INFO - Epoch [11][4550/7330] lr: 3.000e-03, eta: 0:33:47, time: 0.204, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0505, loss_cls: 0.1827, acc: 93.4944, loss_bbox: 0.2030, loss_mask: 0.2345, loss: 0.6951 2022-09-29 15:23:07,145 - mmdet - INFO - Epoch [11][4600/7330] lr: 3.000e-03, eta: 0:33:37, time: 0.196, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0434, loss_cls: 0.1769, acc: 93.8022, loss_bbox: 0.1938, loss_mask: 0.2329, loss: 0.6698 2022-09-29 15:23:17,440 - mmdet - INFO - Epoch [11][4650/7330] lr: 3.000e-03, eta: 0:33:27, time: 0.206, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0499, loss_cls: 0.1932, acc: 93.3098, loss_bbox: 0.2075, loss_mask: 0.2448, loss: 0.7207 2022-09-29 15:23:27,643 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 15:23:27,644 - mmdet - INFO - Epoch [11][4700/7330] lr: 3.000e-03, eta: 0:33:17, time: 0.204, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0499, loss_cls: 0.1928, acc: 93.2354, loss_bbox: 0.2098, loss_mask: 0.2410, loss: 0.7193 2022-09-29 15:23:37,461 - mmdet - INFO - Epoch [11][4750/7330] lr: 3.000e-03, eta: 0:33:07, time: 0.196, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0474, loss_cls: 0.1864, acc: 93.3564, loss_bbox: 0.2032, loss_mask: 0.2378, loss: 0.6994 2022-09-29 15:23:47,025 - mmdet - INFO - Epoch [11][4800/7330] lr: 3.000e-03, eta: 0:32:57, time: 0.191, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0486, loss_cls: 0.1791, acc: 93.6848, loss_bbox: 0.1952, loss_mask: 0.2338, loss: 0.6788 2022-09-29 15:23:57,017 - mmdet - INFO - Epoch [11][4850/7330] lr: 3.000e-03, eta: 0:32:47, time: 0.200, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0502, loss_cls: 0.1893, acc: 93.4060, loss_bbox: 0.2097, loss_mask: 0.2420, loss: 0.7163 2022-09-29 15:24:06,889 - mmdet - INFO - Epoch [11][4900/7330] lr: 3.000e-03, eta: 0:32:37, time: 0.197, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0481, loss_cls: 0.1827, acc: 93.5891, loss_bbox: 0.1994, loss_mask: 0.2358, loss: 0.6903 2022-09-29 15:24:16,635 - mmdet - INFO - Epoch [11][4950/7330] lr: 3.000e-03, eta: 0:32:27, time: 0.195, data_time: 0.027, memory: 4996, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0479, loss_cls: 0.1751, acc: 93.8140, loss_bbox: 0.1928, loss_mask: 0.2345, loss: 0.6732 2022-09-29 15:24:26,730 - mmdet - INFO - Epoch [11][5000/7330] lr: 3.000e-03, eta: 0:32:17, time: 0.202, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0493, loss_cls: 0.1872, acc: 93.4114, loss_bbox: 0.2048, loss_mask: 0.2352, loss: 0.7016 2022-09-29 15:24:36,782 - mmdet - INFO - Epoch [11][5050/7330] lr: 3.000e-03, eta: 0:32:07, time: 0.201, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0485, loss_cls: 0.1848, acc: 93.4465, loss_bbox: 0.2069, loss_mask: 0.2363, loss: 0.7007 2022-09-29 15:24:46,915 - mmdet - INFO - Epoch [11][5100/7330] lr: 3.000e-03, eta: 0:31:57, time: 0.203, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0502, loss_cls: 0.1809, acc: 93.5430, loss_bbox: 0.2007, loss_mask: 0.2357, loss: 0.6920 2022-09-29 15:24:57,268 - mmdet - INFO - Epoch [11][5150/7330] lr: 3.000e-03, eta: 0:31:47, time: 0.207, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0472, loss_cls: 0.1820, acc: 93.5737, loss_bbox: 0.2039, loss_mask: 0.2334, loss: 0.6921 2022-09-29 15:25:07,075 - mmdet - INFO - Epoch [11][5200/7330] lr: 3.000e-03, eta: 0:31:37, time: 0.196, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0474, loss_cls: 0.1831, acc: 93.5420, loss_bbox: 0.2016, loss_mask: 0.2325, loss: 0.6896 2022-09-29 15:25:16,703 - mmdet - INFO - Epoch [11][5250/7330] lr: 3.000e-03, eta: 0:31:27, time: 0.193, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0462, loss_cls: 0.1797, acc: 93.7319, loss_bbox: 0.1997, loss_mask: 0.2353, loss: 0.6842 2022-09-29 15:25:26,692 - mmdet - INFO - Epoch [11][5300/7330] lr: 3.000e-03, eta: 0:31:16, time: 0.200, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0457, loss_cls: 0.1744, acc: 93.8882, loss_bbox: 0.1924, loss_mask: 0.2338, loss: 0.6701 2022-09-29 15:25:36,825 - mmdet - INFO - Epoch [11][5350/7330] lr: 3.000e-03, eta: 0:31:06, time: 0.203, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0499, loss_cls: 0.1889, acc: 93.3848, loss_bbox: 0.2091, loss_mask: 0.2336, loss: 0.7061 2022-09-29 15:25:46,677 - mmdet - INFO - Epoch [11][5400/7330] lr: 3.000e-03, eta: 0:30:56, time: 0.197, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0454, loss_cls: 0.1845, acc: 93.4424, loss_bbox: 0.2013, loss_mask: 0.2387, loss: 0.6937 2022-09-29 15:25:56,578 - mmdet - INFO - Epoch [11][5450/7330] lr: 3.000e-03, eta: 0:30:46, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0470, loss_cls: 0.1861, acc: 93.4211, loss_bbox: 0.2027, loss_mask: 0.2310, loss: 0.6912 2022-09-29 15:26:06,790 - mmdet - INFO - Epoch [11][5500/7330] lr: 3.000e-03, eta: 0:30:36, time: 0.204, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0488, loss_cls: 0.1893, acc: 93.4126, loss_bbox: 0.2027, loss_mask: 0.2398, loss: 0.7057 2022-09-29 15:26:16,600 - mmdet - INFO - Epoch [11][5550/7330] lr: 3.000e-03, eta: 0:30:26, time: 0.196, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0500, loss_cls: 0.1897, acc: 93.3057, loss_bbox: 0.2099, loss_mask: 0.2398, loss: 0.7142 2022-09-29 15:26:26,608 - mmdet - INFO - Epoch [11][5600/7330] lr: 3.000e-03, eta: 0:30:16, time: 0.200, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0468, loss_cls: 0.1861, acc: 93.3596, loss_bbox: 0.2023, loss_mask: 0.2369, loss: 0.6952 2022-09-29 15:26:36,648 - mmdet - INFO - Epoch [11][5650/7330] lr: 3.000e-03, eta: 0:30:06, time: 0.201, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0491, loss_cls: 0.1856, acc: 93.4314, loss_bbox: 0.2046, loss_mask: 0.2352, loss: 0.6986 2022-09-29 15:26:46,415 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 15:26:46,415 - mmdet - INFO - Epoch [11][5700/7330] lr: 3.000e-03, eta: 0:29:56, time: 0.195, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0479, loss_cls: 0.1899, acc: 93.3445, loss_bbox: 0.2094, loss_mask: 0.2402, loss: 0.7107 2022-09-29 15:26:56,518 - mmdet - INFO - Epoch [11][5750/7330] lr: 3.000e-03, eta: 0:29:46, time: 0.202, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0517, loss_cls: 0.1939, acc: 93.2517, loss_bbox: 0.2125, loss_mask: 0.2442, loss: 0.7271 2022-09-29 15:27:06,380 - mmdet - INFO - Epoch [11][5800/7330] lr: 3.000e-03, eta: 0:29:36, time: 0.197, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0470, loss_cls: 0.1809, acc: 93.6909, loss_bbox: 0.1976, loss_mask: 0.2336, loss: 0.6823 2022-09-29 15:27:16,634 - mmdet - INFO - Epoch [11][5850/7330] lr: 3.000e-03, eta: 0:29:26, time: 0.205, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0486, loss_cls: 0.1856, acc: 93.5554, loss_bbox: 0.2033, loss_mask: 0.2376, loss: 0.6999 2022-09-29 15:27:26,621 - mmdet - INFO - Epoch [11][5900/7330] lr: 3.000e-03, eta: 0:29:16, time: 0.200, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0468, loss_cls: 0.1822, acc: 93.5215, loss_bbox: 0.2073, loss_mask: 0.2363, loss: 0.6970 2022-09-29 15:27:36,521 - mmdet - INFO - Epoch [11][5950/7330] lr: 3.000e-03, eta: 0:29:06, time: 0.198, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0481, loss_cls: 0.1882, acc: 93.3855, loss_bbox: 0.2101, loss_mask: 0.2371, loss: 0.7085 2022-09-29 15:27:46,523 - mmdet - INFO - Epoch [11][6000/7330] lr: 3.000e-03, eta: 0:28:56, time: 0.200, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0473, loss_cls: 0.1885, acc: 93.4944, loss_bbox: 0.2058, loss_mask: 0.2374, loss: 0.7041 2022-09-29 15:27:56,476 - mmdet - INFO - Epoch [11][6050/7330] lr: 3.000e-03, eta: 0:28:46, time: 0.199, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0444, loss_cls: 0.1803, acc: 93.6326, loss_bbox: 0.2011, loss_mask: 0.2336, loss: 0.6804 2022-09-29 15:28:06,453 - mmdet - INFO - Epoch [11][6100/7330] lr: 3.000e-03, eta: 0:28:36, time: 0.200, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0493, loss_cls: 0.1865, acc: 93.4082, loss_bbox: 0.2077, loss_mask: 0.2420, loss: 0.7100 2022-09-29 15:28:16,480 - mmdet - INFO - Epoch [11][6150/7330] lr: 3.000e-03, eta: 0:28:26, time: 0.201, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0515, loss_cls: 0.1836, acc: 93.4968, loss_bbox: 0.2093, loss_mask: 0.2380, loss: 0.7067 2022-09-29 15:28:26,507 - mmdet - INFO - Epoch [11][6200/7330] lr: 3.000e-03, eta: 0:28:16, time: 0.201, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0491, loss_cls: 0.1905, acc: 93.4160, loss_bbox: 0.2074, loss_mask: 0.2423, loss: 0.7140 2022-09-29 15:28:36,411 - mmdet - INFO - Epoch [11][6250/7330] lr: 3.000e-03, eta: 0:28:06, time: 0.198, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0498, loss_cls: 0.1878, acc: 93.4976, loss_bbox: 0.2106, loss_mask: 0.2461, loss: 0.7186 2022-09-29 15:28:46,318 - mmdet - INFO - Epoch [11][6300/7330] lr: 3.000e-03, eta: 0:27:56, time: 0.198, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0491, loss_cls: 0.1886, acc: 93.3384, loss_bbox: 0.2068, loss_mask: 0.2340, loss: 0.7025 2022-09-29 15:28:56,641 - mmdet - INFO - Epoch [11][6350/7330] lr: 3.000e-03, eta: 0:27:46, time: 0.206, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0531, loss_cls: 0.1938, acc: 93.1606, loss_bbox: 0.2101, loss_mask: 0.2412, loss: 0.7232 2022-09-29 15:29:06,477 - mmdet - INFO - Epoch [11][6400/7330] lr: 3.000e-03, eta: 0:27:36, time: 0.197, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0483, loss_cls: 0.1743, acc: 93.8828, loss_bbox: 0.1965, loss_mask: 0.2307, loss: 0.6748 2022-09-29 15:29:16,935 - mmdet - INFO - Epoch [11][6450/7330] lr: 3.000e-03, eta: 0:27:26, time: 0.209, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0501, loss_cls: 0.1889, acc: 93.3152, loss_bbox: 0.2093, loss_mask: 0.2420, loss: 0.7156 2022-09-29 15:29:26,857 - mmdet - INFO - Epoch [11][6500/7330] lr: 3.000e-03, eta: 0:27:16, time: 0.198, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0480, loss_cls: 0.1773, acc: 93.6941, loss_bbox: 0.2010, loss_mask: 0.2382, loss: 0.6875 2022-09-29 15:29:36,925 - mmdet - INFO - Epoch [11][6550/7330] lr: 3.000e-03, eta: 0:27:06, time: 0.201, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0492, loss_cls: 0.1899, acc: 93.3494, loss_bbox: 0.2114, loss_mask: 0.2405, loss: 0.7149 2022-09-29 15:29:47,359 - mmdet - INFO - Epoch [11][6600/7330] lr: 3.000e-03, eta: 0:26:56, time: 0.209, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0485, loss_cls: 0.1839, acc: 93.4297, loss_bbox: 0.2102, loss_mask: 0.2355, loss: 0.7024 2022-09-29 15:29:57,291 - mmdet - INFO - Epoch [11][6650/7330] lr: 3.000e-03, eta: 0:26:46, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0487, loss_cls: 0.1848, acc: 93.6128, loss_bbox: 0.2035, loss_mask: 0.2344, loss: 0.6960 2022-09-29 15:30:07,278 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 15:30:07,278 - mmdet - INFO - Epoch [11][6700/7330] lr: 3.000e-03, eta: 0:26:36, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0484, loss_cls: 0.1892, acc: 93.4431, loss_bbox: 0.2010, loss_mask: 0.2359, loss: 0.6974 2022-09-29 15:30:17,058 - mmdet - INFO - Epoch [11][6750/7330] lr: 3.000e-03, eta: 0:26:26, time: 0.196, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0490, loss_cls: 0.1831, acc: 93.5801, loss_bbox: 0.2002, loss_mask: 0.2366, loss: 0.6936 2022-09-29 15:30:27,243 - mmdet - INFO - Epoch [11][6800/7330] lr: 3.000e-03, eta: 0:26:16, time: 0.204, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0498, loss_cls: 0.1993, acc: 93.0195, loss_bbox: 0.2222, loss_mask: 0.2435, loss: 0.7405 2022-09-29 15:30:37,332 - mmdet - INFO - Epoch [11][6850/7330] lr: 3.000e-03, eta: 0:26:06, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0488, loss_cls: 0.1861, acc: 93.4158, loss_bbox: 0.2046, loss_mask: 0.2348, loss: 0.6999 2022-09-29 15:30:47,081 - mmdet - INFO - Epoch [11][6900/7330] lr: 3.000e-03, eta: 0:25:56, time: 0.195, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0500, loss_cls: 0.1896, acc: 93.2676, loss_bbox: 0.2112, loss_mask: 0.2416, loss: 0.7162 2022-09-29 15:30:57,361 - mmdet - INFO - Epoch [11][6950/7330] lr: 3.000e-03, eta: 0:25:46, time: 0.206, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0494, loss_cls: 0.1935, acc: 93.2937, loss_bbox: 0.2074, loss_mask: 0.2366, loss: 0.7119 2022-09-29 15:31:07,123 - mmdet - INFO - Epoch [11][7000/7330] lr: 3.000e-03, eta: 0:25:36, time: 0.195, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0492, loss_cls: 0.1757, acc: 93.7124, loss_bbox: 0.1965, loss_mask: 0.2354, loss: 0.6800 2022-09-29 15:31:17,570 - mmdet - INFO - Epoch [11][7050/7330] lr: 3.000e-03, eta: 0:25:26, time: 0.209, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0509, loss_cls: 0.1901, acc: 93.3640, loss_bbox: 0.2065, loss_mask: 0.2381, loss: 0.7119 2022-09-29 15:31:27,246 - mmdet - INFO - Epoch [11][7100/7330] lr: 3.000e-03, eta: 0:25:15, time: 0.194, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0464, loss_cls: 0.1797, acc: 93.6655, loss_bbox: 0.2011, loss_mask: 0.2370, loss: 0.6878 2022-09-29 15:31:37,002 - mmdet - INFO - Epoch [11][7150/7330] lr: 3.000e-03, eta: 0:25:05, time: 0.195, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0477, loss_cls: 0.1795, acc: 93.6172, loss_bbox: 0.2021, loss_mask: 0.2335, loss: 0.6867 2022-09-29 15:31:47,080 - mmdet - INFO - Epoch [11][7200/7330] lr: 3.000e-03, eta: 0:24:55, time: 0.202, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0503, loss_cls: 0.1854, acc: 93.4492, loss_bbox: 0.2066, loss_mask: 0.2365, loss: 0.7043 2022-09-29 15:31:57,420 - mmdet - INFO - Epoch [11][7250/7330] lr: 3.000e-03, eta: 0:24:45, time: 0.207, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0506, loss_cls: 0.1913, acc: 93.2100, loss_bbox: 0.2097, loss_mask: 0.2398, loss: 0.7154 2022-09-29 15:32:07,516 - mmdet - INFO - Epoch [11][7300/7330] lr: 3.000e-03, eta: 0:24:35, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0496, loss_cls: 0.1868, acc: 93.3728, loss_bbox: 0.2083, loss_mask: 0.2315, loss: 0.7015 2022-09-29 15:32:13,569 - mmdet - INFO - Saving checkpoint at 11 epochs 2022-09-29 15:32:57,676 - mmdet - INFO - Evaluating bbox... 2022-09-29 15:33:25,523 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.391 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.587 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.432 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.227 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.426 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 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.532 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.329 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.570 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.670 2022-09-29 15:33:25,524 - mmdet - INFO - Evaluating segm... 2022-09-29 15:33:59,572 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.350 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.556 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.375 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.165 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.375 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.505 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.478 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.478 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.478 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 ] = 0.511 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.628 2022-09-29 15:34:00,032 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_mask-rcnn_1x_coco_lr3e-2_wd5e-5/best_bbox_mAP_epoch_10.pth was removed 2022-09-29 15:34:00,740 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_11.pth. 2022-09-29 15:34:00,740 - mmdet - INFO - Best bbox_mAP is 0.3910 at 11 epoch. 2022-09-29 15:34:00,741 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 15:34:00,741 - mmdet - INFO - Epoch(val) [11][625] bbox_mAP: 0.3910, bbox_mAP_50: 0.5870, bbox_mAP_75: 0.4320, bbox_mAP_s: 0.2270, bbox_mAP_m: 0.4260, bbox_mAP_l: 0.5040, bbox_mAP_copypaste: 0.391 0.587 0.432 0.227 0.426 0.504, segm_mAP: 0.3500, segm_mAP_50: 0.5560, segm_mAP_75: 0.3750, segm_mAP_s: 0.1650, segm_mAP_m: 0.3750, segm_mAP_l: 0.5050, segm_mAP_copypaste: 0.350 0.556 0.375 0.165 0.375 0.505 2022-09-29 15:34:13,947 - mmdet - INFO - Epoch [12][50/7330] lr: 3.000e-04, eta: 0:24:19, time: 0.264, data_time: 0.093, memory: 4996, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0479, loss_cls: 0.1787, acc: 93.6165, loss_bbox: 0.1990, loss_mask: 0.2336, loss: 0.6811 2022-09-29 15:34:24,225 - mmdet - INFO - Epoch [12][100/7330] lr: 3.000e-04, eta: 0:24:09, time: 0.206, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0459, loss_cls: 0.1794, acc: 93.6169, loss_bbox: 0.2026, loss_mask: 0.2360, loss: 0.6852 2022-09-29 15:34:34,589 - mmdet - INFO - Epoch [12][150/7330] lr: 3.000e-04, eta: 0:23:59, time: 0.207, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0484, loss_cls: 0.1825, acc: 93.5610, loss_bbox: 0.2033, loss_mask: 0.2348, loss: 0.6913 2022-09-29 15:34:44,748 - mmdet - INFO - Epoch [12][200/7330] lr: 3.000e-04, eta: 0:23:49, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0490, loss_cls: 0.1784, acc: 93.6445, loss_bbox: 0.2004, loss_mask: 0.2359, loss: 0.6881 2022-09-29 15:34:55,129 - mmdet - INFO - Epoch [12][250/7330] lr: 3.000e-04, eta: 0:23:39, time: 0.208, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0463, loss_cls: 0.1830, acc: 93.5125, loss_bbox: 0.2036, loss_mask: 0.2341, loss: 0.6905 2022-09-29 15:35:05,389 - mmdet - INFO - Epoch [12][300/7330] lr: 3.000e-04, eta: 0:23:29, time: 0.205, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0490, loss_cls: 0.1803, acc: 93.6194, loss_bbox: 0.1999, loss_mask: 0.2326, loss: 0.6866 2022-09-29 15:35:15,448 - mmdet - INFO - Epoch [12][350/7330] lr: 3.000e-04, eta: 0:23:19, time: 0.201, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0463, loss_cls: 0.1751, acc: 93.7717, loss_bbox: 0.1994, loss_mask: 0.2318, loss: 0.6727 2022-09-29 15:35:25,772 - mmdet - INFO - Epoch [12][400/7330] lr: 3.000e-04, eta: 0:23:09, time: 0.206, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0470, loss_cls: 0.1819, acc: 93.5669, loss_bbox: 0.1980, loss_mask: 0.2298, loss: 0.6790 2022-09-29 15:35:35,914 - mmdet - INFO - Epoch [12][450/7330] lr: 3.000e-04, eta: 0:22:59, time: 0.203, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0467, loss_cls: 0.1796, acc: 93.6760, loss_bbox: 0.2039, loss_mask: 0.2322, loss: 0.6840 2022-09-29 15:35:46,023 - mmdet - INFO - Epoch [12][500/7330] lr: 3.000e-04, eta: 0:22:49, time: 0.202, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0478, loss_cls: 0.1823, acc: 93.4592, loss_bbox: 0.2034, loss_mask: 0.2290, loss: 0.6866 2022-09-29 15:35:56,347 - mmdet - INFO - Epoch [12][550/7330] lr: 3.000e-04, eta: 0:22:39, time: 0.206, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0471, loss_cls: 0.1771, acc: 93.7534, loss_bbox: 0.1990, loss_mask: 0.2310, loss: 0.6767 2022-09-29 15:36:06,460 - mmdet - INFO - Epoch [12][600/7330] lr: 3.000e-04, eta: 0:22:29, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0487, loss_cls: 0.1809, acc: 93.5471, loss_bbox: 0.2054, loss_mask: 0.2313, loss: 0.6889 2022-09-29 15:36:16,975 - mmdet - INFO - Epoch [12][650/7330] lr: 3.000e-04, eta: 0:22:19, time: 0.210, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0501, loss_cls: 0.1857, acc: 93.5347, loss_bbox: 0.2072, loss_mask: 0.2395, loss: 0.7057 2022-09-29 15:36:26,741 - mmdet - INFO - Epoch [12][700/7330] lr: 3.000e-04, eta: 0:22:09, time: 0.195, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0484, loss_cls: 0.1757, acc: 93.7649, loss_bbox: 0.1977, loss_mask: 0.2349, loss: 0.6784 2022-09-29 15:36:37,186 - mmdet - INFO - Epoch [12][750/7330] lr: 3.000e-04, eta: 0:21:59, time: 0.209, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0489, loss_cls: 0.1801, acc: 93.6182, loss_bbox: 0.2057, loss_mask: 0.2388, loss: 0.6977 2022-09-29 15:36:47,216 - mmdet - INFO - Epoch [12][800/7330] lr: 3.000e-04, eta: 0:21:49, time: 0.201, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0440, loss_cls: 0.1661, acc: 94.0867, loss_bbox: 0.1912, loss_mask: 0.2257, loss: 0.6482 2022-09-29 15:36:57,294 - mmdet - INFO - Epoch [12][850/7330] lr: 3.000e-04, eta: 0:21:39, time: 0.202, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0480, loss_cls: 0.1811, acc: 93.5957, loss_bbox: 0.2053, loss_mask: 0.2365, loss: 0.6943 2022-09-29 15:37:07,538 - mmdet - INFO - Epoch [12][900/7330] lr: 3.000e-04, eta: 0:21:29, time: 0.205, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0439, loss_cls: 0.1723, acc: 93.8564, loss_bbox: 0.1966, loss_mask: 0.2283, loss: 0.6617 2022-09-29 15:37:17,433 - mmdet - INFO - Epoch [12][950/7330] lr: 3.000e-04, eta: 0:21:19, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0464, loss_cls: 0.1686, acc: 93.9543, loss_bbox: 0.1945, loss_mask: 0.2330, loss: 0.6648 2022-09-29 15:37:27,407 - mmdet - INFO - Epoch [12][1000/7330] lr: 3.000e-04, eta: 0:21:09, time: 0.199, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0473, loss_cls: 0.1829, acc: 93.5869, loss_bbox: 0.2030, loss_mask: 0.2415, loss: 0.6984 2022-09-29 15:37:37,568 - mmdet - INFO - Epoch [12][1050/7330] lr: 3.000e-04, eta: 0:20:59, time: 0.203, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0504, loss_cls: 0.1864, acc: 93.3616, loss_bbox: 0.2091, loss_mask: 0.2358, loss: 0.7055 2022-09-29 15:37:47,377 - mmdet - INFO - Epoch [12][1100/7330] lr: 3.000e-04, eta: 0:20:49, time: 0.196, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0488, loss_cls: 0.1820, acc: 93.5647, loss_bbox: 0.2069, loss_mask: 0.2326, loss: 0.6931 2022-09-29 15:37:57,745 - mmdet - INFO - Epoch [12][1150/7330] lr: 3.000e-04, eta: 0:20:39, time: 0.207, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0502, loss_cls: 0.1784, acc: 93.6208, loss_bbox: 0.1999, loss_mask: 0.2320, loss: 0.6846 2022-09-29 15:38:08,315 - mmdet - INFO - Epoch [12][1200/7330] lr: 3.000e-04, eta: 0:20:29, time: 0.211, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0485, loss_cls: 0.1799, acc: 93.6279, loss_bbox: 0.2033, loss_mask: 0.2322, loss: 0.6872 2022-09-29 15:38:18,523 - mmdet - INFO - Epoch [12][1250/7330] lr: 3.000e-04, eta: 0:20:19, time: 0.204, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0498, loss_cls: 0.1821, acc: 93.5554, loss_bbox: 0.1946, loss_mask: 0.2273, loss: 0.6775 2022-09-29 15:38:28,758 - mmdet - INFO - Epoch [12][1300/7330] lr: 3.000e-04, eta: 0:20:09, time: 0.205, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0492, loss_cls: 0.1794, acc: 93.7666, loss_bbox: 0.1982, loss_mask: 0.2291, loss: 0.6791 2022-09-29 15:38:38,712 - mmdet - INFO - Epoch [12][1350/7330] lr: 3.000e-04, eta: 0:19:59, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0467, loss_cls: 0.1717, acc: 93.9514, loss_bbox: 0.1942, loss_mask: 0.2286, loss: 0.6637 2022-09-29 15:38:48,711 - mmdet - INFO - Epoch [12][1400/7330] lr: 3.000e-04, eta: 0:19:49, time: 0.200, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0480, loss_cls: 0.1745, acc: 93.8198, loss_bbox: 0.1971, loss_mask: 0.2341, loss: 0.6755 2022-09-29 15:38:58,873 - mmdet - INFO - Epoch [12][1450/7330] lr: 3.000e-04, eta: 0:19:39, time: 0.203, data_time: 0.041, memory: 4996, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0495, loss_cls: 0.1802, acc: 93.6084, loss_bbox: 0.2055, loss_mask: 0.2363, loss: 0.6947 2022-09-29 15:39:08,824 - mmdet - INFO - Epoch [12][1500/7330] lr: 3.000e-04, eta: 0:19:29, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0463, loss_cls: 0.1706, acc: 93.8879, loss_bbox: 0.1939, loss_mask: 0.2280, loss: 0.6594 2022-09-29 15:39:18,719 - mmdet - INFO - Epoch [12][1550/7330] lr: 3.000e-04, eta: 0:19:19, time: 0.198, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0460, loss_cls: 0.1779, acc: 93.6157, loss_bbox: 0.2015, loss_mask: 0.2379, loss: 0.6858 2022-09-29 15:39:28,518 - mmdet - INFO - Epoch [12][1600/7330] lr: 3.000e-04, eta: 0:19:09, time: 0.196, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0453, loss_cls: 0.1736, acc: 93.8057, loss_bbox: 0.1942, loss_mask: 0.2322, loss: 0.6659 2022-09-29 15:39:38,314 - mmdet - INFO - Epoch [12][1650/7330] lr: 3.000e-04, eta: 0:18:59, time: 0.196, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0494, loss_cls: 0.1849, acc: 93.4509, loss_bbox: 0.2016, loss_mask: 0.2346, loss: 0.6943 2022-09-29 15:39:48,179 - mmdet - INFO - Epoch [12][1700/7330] lr: 3.000e-04, eta: 0:18:49, time: 0.197, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0468, loss_cls: 0.1783, acc: 93.6321, loss_bbox: 0.1987, loss_mask: 0.2363, loss: 0.6827 2022-09-29 15:39:57,947 - mmdet - INFO - Epoch [12][1750/7330] lr: 3.000e-04, eta: 0:18:38, time: 0.195, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0451, loss_cls: 0.1736, acc: 93.8604, loss_bbox: 0.1953, loss_mask: 0.2305, loss: 0.6661 2022-09-29 15:40:08,124 - mmdet - INFO - Epoch [12][1800/7330] lr: 3.000e-04, eta: 0:18:28, time: 0.203, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0480, loss_cls: 0.1871, acc: 93.4937, loss_bbox: 0.2039, loss_mask: 0.2371, loss: 0.6992 2022-09-29 15:40:18,212 - mmdet - INFO - Epoch [12][1850/7330] lr: 3.000e-04, eta: 0:18:18, time: 0.202, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0509, loss_cls: 0.1877, acc: 93.3870, loss_bbox: 0.2098, loss_mask: 0.2352, loss: 0.7079 2022-09-29 15:40:28,087 - mmdet - INFO - Epoch [12][1900/7330] lr: 3.000e-04, eta: 0:18:08, time: 0.197, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0463, loss_cls: 0.1760, acc: 93.8438, loss_bbox: 0.1963, loss_mask: 0.2274, loss: 0.6674 2022-09-29 15:40:38,064 - mmdet - INFO - Epoch [12][1950/7330] lr: 3.000e-04, eta: 0:17:58, time: 0.200, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0480, loss_cls: 0.1737, acc: 93.8765, loss_bbox: 0.1984, loss_mask: 0.2356, loss: 0.6786 2022-09-29 15:40:48,084 - mmdet - INFO - Epoch [12][2000/7330] lr: 3.000e-04, eta: 0:17:48, time: 0.200, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0464, loss_cls: 0.1725, acc: 93.8274, loss_bbox: 0.1963, loss_mask: 0.2299, loss: 0.6668 2022-09-29 15:40:57,959 - mmdet - INFO - Epoch [12][2050/7330] lr: 3.000e-04, eta: 0:17:38, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0465, loss_cls: 0.1765, acc: 93.7202, loss_bbox: 0.1981, loss_mask: 0.2332, loss: 0.6755 2022-09-29 15:41:08,314 - mmdet - INFO - Epoch [12][2100/7330] lr: 3.000e-04, eta: 0:17:28, time: 0.207, data_time: 0.041, memory: 4996, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0499, loss_cls: 0.1897, acc: 93.0952, loss_bbox: 0.2134, loss_mask: 0.2375, loss: 0.7134 2022-09-29 15:41:18,380 - mmdet - INFO - Epoch [12][2150/7330] lr: 3.000e-04, eta: 0:17:18, time: 0.201, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0460, loss_cls: 0.1786, acc: 93.6436, loss_bbox: 0.1997, loss_mask: 0.2305, loss: 0.6771 2022-09-29 15:41:28,457 - mmdet - INFO - Epoch [12][2200/7330] lr: 3.000e-04, eta: 0:17:08, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0464, loss_cls: 0.1795, acc: 93.6045, loss_bbox: 0.2034, loss_mask: 0.2331, loss: 0.6850 2022-09-29 15:41:38,302 - mmdet - INFO - Epoch [12][2250/7330] lr: 3.000e-04, eta: 0:16:58, time: 0.197, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0480, loss_cls: 0.1705, acc: 93.9470, loss_bbox: 0.1965, loss_mask: 0.2278, loss: 0.6640 2022-09-29 15:41:48,224 - mmdet - INFO - Epoch [12][2300/7330] lr: 3.000e-04, eta: 0:16:48, time: 0.198, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0482, loss_cls: 0.1792, acc: 93.5840, loss_bbox: 0.2024, loss_mask: 0.2374, loss: 0.6898 2022-09-29 15:41:58,670 - mmdet - INFO - Epoch [12][2350/7330] lr: 3.000e-04, eta: 0:16:38, time: 0.209, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0515, loss_cls: 0.1782, acc: 93.5984, loss_bbox: 0.2038, loss_mask: 0.2349, loss: 0.6931 2022-09-29 15:42:08,537 - mmdet - INFO - Epoch [12][2400/7330] lr: 3.000e-04, eta: 0:16:28, time: 0.197, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0451, loss_cls: 0.1683, acc: 94.0496, loss_bbox: 0.1876, loss_mask: 0.2300, loss: 0.6520 2022-09-29 15:42:18,910 - mmdet - INFO - Epoch [12][2450/7330] lr: 3.000e-04, eta: 0:16:18, time: 0.207, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0511, loss_cls: 0.1772, acc: 93.5920, loss_bbox: 0.2014, loss_mask: 0.2345, loss: 0.6883 2022-09-29 15:42:28,986 - mmdet - INFO - Epoch [12][2500/7330] lr: 3.000e-04, eta: 0:16:08, time: 0.202, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0497, loss_cls: 0.1882, acc: 93.2976, loss_bbox: 0.2110, loss_mask: 0.2376, loss: 0.7106 2022-09-29 15:42:39,096 - mmdet - INFO - Epoch [12][2550/7330] lr: 3.000e-04, eta: 0:15:58, time: 0.202, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0473, loss_cls: 0.1801, acc: 93.5703, loss_bbox: 0.2048, loss_mask: 0.2344, loss: 0.6886 2022-09-29 15:42:49,211 - mmdet - INFO - Epoch [12][2600/7330] lr: 3.000e-04, eta: 0:15:48, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0490, loss_cls: 0.1837, acc: 93.5691, loss_bbox: 0.2027, loss_mask: 0.2357, loss: 0.6955 2022-09-29 15:42:59,118 - mmdet - INFO - Epoch [12][2650/7330] lr: 3.000e-04, eta: 0:15:38, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0474, loss_cls: 0.1737, acc: 93.8140, loss_bbox: 0.1978, loss_mask: 0.2382, loss: 0.6801 2022-09-29 15:43:09,434 - mmdet - INFO - Epoch [12][2700/7330] lr: 3.000e-04, eta: 0:15:28, time: 0.206, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0485, loss_cls: 0.1856, acc: 93.3901, loss_bbox: 0.2073, loss_mask: 0.2360, loss: 0.7009 2022-09-29 15:43:19,293 - mmdet - INFO - Epoch [12][2750/7330] lr: 3.000e-04, eta: 0:15:18, time: 0.197, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0462, loss_cls: 0.1732, acc: 93.8359, loss_bbox: 0.1945, loss_mask: 0.2283, loss: 0.6641 2022-09-29 15:43:29,558 - mmdet - INFO - Epoch [12][2800/7330] lr: 3.000e-04, eta: 0:15:08, time: 0.205, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0504, loss_cls: 0.1826, acc: 93.5036, loss_bbox: 0.2060, loss_mask: 0.2313, loss: 0.6932 2022-09-29 15:43:39,396 - mmdet - INFO - Epoch [12][2850/7330] lr: 3.000e-04, eta: 0:14:58, time: 0.197, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0475, loss_cls: 0.1819, acc: 93.5491, loss_bbox: 0.2020, loss_mask: 0.2323, loss: 0.6855 2022-09-29 15:43:49,138 - mmdet - INFO - Epoch [12][2900/7330] lr: 3.000e-04, eta: 0:14:48, time: 0.195, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0445, loss_cls: 0.1789, acc: 93.6492, loss_bbox: 0.1993, loss_mask: 0.2343, loss: 0.6792 2022-09-29 15:43:59,617 - mmdet - INFO - Epoch [12][2950/7330] lr: 3.000e-04, eta: 0:14:38, time: 0.210, data_time: 0.043, memory: 4996, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0475, loss_cls: 0.1874, acc: 93.3462, loss_bbox: 0.2097, loss_mask: 0.2403, loss: 0.7097 2022-09-29 15:44:09,768 - mmdet - INFO - Epoch [12][3000/7330] lr: 3.000e-04, eta: 0:14:28, time: 0.203, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0473, loss_cls: 0.1744, acc: 93.7251, loss_bbox: 0.1966, loss_mask: 0.2301, loss: 0.6704 2022-09-29 15:44:19,845 - mmdet - INFO - Epoch [12][3050/7330] lr: 3.000e-04, eta: 0:14:18, time: 0.201, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0478, loss_cls: 0.1723, acc: 93.7771, loss_bbox: 0.1987, loss_mask: 0.2317, loss: 0.6731 2022-09-29 15:44:30,062 - mmdet - INFO - Epoch [12][3100/7330] lr: 3.000e-04, eta: 0:14:08, time: 0.204, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0477, loss_cls: 0.1776, acc: 93.7021, loss_bbox: 0.1946, loss_mask: 0.2289, loss: 0.6725 2022-09-29 15:44:40,228 - mmdet - INFO - Epoch [12][3150/7330] lr: 3.000e-04, eta: 0:13:58, time: 0.203, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0491, loss_cls: 0.1818, acc: 93.5247, loss_bbox: 0.2046, loss_mask: 0.2356, loss: 0.6941 2022-09-29 15:44:50,329 - mmdet - INFO - Epoch [12][3200/7330] lr: 3.000e-04, eta: 0:13:48, time: 0.202, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0506, loss_cls: 0.1813, acc: 93.6758, loss_bbox: 0.2016, loss_mask: 0.2341, loss: 0.6911 2022-09-29 15:45:00,562 - mmdet - INFO - Epoch [12][3250/7330] lr: 3.000e-04, eta: 0:13:38, time: 0.205, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0470, loss_cls: 0.1799, acc: 93.5930, loss_bbox: 0.2047, loss_mask: 0.2362, loss: 0.6920 2022-09-29 15:45:11,027 - mmdet - INFO - Epoch [12][3300/7330] lr: 3.000e-04, eta: 0:13:28, time: 0.209, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0478, loss_cls: 0.1846, acc: 93.4526, loss_bbox: 0.2090, loss_mask: 0.2370, loss: 0.7017 2022-09-29 15:45:20,964 - mmdet - INFO - Epoch [12][3350/7330] lr: 3.000e-04, eta: 0:13:18, time: 0.199, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0481, loss_cls: 0.1753, acc: 93.7812, loss_bbox: 0.1984, loss_mask: 0.2291, loss: 0.6742 2022-09-29 15:45:31,096 - mmdet - INFO - Epoch [12][3400/7330] lr: 3.000e-04, eta: 0:13:08, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0456, loss_cls: 0.1711, acc: 93.9011, loss_bbox: 0.1901, loss_mask: 0.2307, loss: 0.6600 2022-09-29 15:45:41,606 - mmdet - INFO - Epoch [12][3450/7330] lr: 3.000e-04, eta: 0:12:58, time: 0.210, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0474, loss_cls: 0.1809, acc: 93.5266, loss_bbox: 0.2031, loss_mask: 0.2339, loss: 0.6874 2022-09-29 15:45:51,529 - mmdet - INFO - Epoch [12][3500/7330] lr: 3.000e-04, eta: 0:12:48, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0487, loss_cls: 0.1774, acc: 93.6238, loss_bbox: 0.2016, loss_mask: 0.2333, loss: 0.6836 2022-09-29 15:46:01,216 - mmdet - INFO - Epoch [12][3550/7330] lr: 3.000e-04, eta: 0:12:38, time: 0.194, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0480, loss_cls: 0.1727, acc: 93.8843, loss_bbox: 0.1974, loss_mask: 0.2268, loss: 0.6655 2022-09-29 15:46:11,430 - mmdet - INFO - Epoch [12][3600/7330] lr: 3.000e-04, eta: 0:12:28, time: 0.204, data_time: 0.041, memory: 4996, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0479, loss_cls: 0.1819, acc: 93.4973, loss_bbox: 0.2035, loss_mask: 0.2360, loss: 0.6916 2022-09-29 15:46:21,418 - mmdet - INFO - Epoch [12][3650/7330] lr: 3.000e-04, eta: 0:12:18, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0471, loss_cls: 0.1718, acc: 93.8503, loss_bbox: 0.1975, loss_mask: 0.2279, loss: 0.6658 2022-09-29 15:46:31,034 - mmdet - INFO - Epoch [12][3700/7330] lr: 3.000e-04, eta: 0:12:08, time: 0.192, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0470, loss_cls: 0.1790, acc: 93.6445, loss_bbox: 0.2024, loss_mask: 0.2327, loss: 0.6842 2022-09-29 15:46:40,789 - mmdet - INFO - Epoch [12][3750/7330] lr: 3.000e-04, eta: 0:11:57, time: 0.195, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0454, loss_cls: 0.1745, acc: 93.8442, loss_bbox: 0.1956, loss_mask: 0.2291, loss: 0.6672 2022-09-29 15:46:50,919 - mmdet - INFO - Epoch [12][3800/7330] lr: 3.000e-04, eta: 0:11:47, time: 0.203, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0480, loss_cls: 0.1816, acc: 93.6323, loss_bbox: 0.1979, loss_mask: 0.2283, loss: 0.6776 2022-09-29 15:47:00,936 - mmdet - INFO - Epoch [12][3850/7330] lr: 3.000e-04, eta: 0:11:37, time: 0.200, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0454, loss_cls: 0.1722, acc: 93.8201, loss_bbox: 0.1940, loss_mask: 0.2313, loss: 0.6650 2022-09-29 15:47:11,144 - mmdet - INFO - Epoch [12][3900/7330] lr: 3.000e-04, eta: 0:11:27, time: 0.204, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0469, loss_cls: 0.1782, acc: 93.7317, loss_bbox: 0.2014, loss_mask: 0.2343, loss: 0.6831 2022-09-29 15:47:20,993 - mmdet - INFO - Epoch [12][3950/7330] lr: 3.000e-04, eta: 0:11:17, time: 0.197, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0477, loss_cls: 0.1769, acc: 93.6033, loss_bbox: 0.2043, loss_mask: 0.2345, loss: 0.6863 2022-09-29 15:47:30,787 - mmdet - INFO - Epoch [12][4000/7330] lr: 3.000e-04, eta: 0:11:07, time: 0.196, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0482, loss_cls: 0.1819, acc: 93.6143, loss_bbox: 0.2043, loss_mask: 0.2327, loss: 0.6906 2022-09-29 15:47:40,359 - mmdet - INFO - Epoch [12][4050/7330] lr: 3.000e-04, eta: 0:10:57, time: 0.191, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0479, loss_cls: 0.1809, acc: 93.6975, loss_bbox: 0.1996, loss_mask: 0.2333, loss: 0.6852 2022-09-29 15:47:50,475 - mmdet - INFO - Epoch [12][4100/7330] lr: 3.000e-04, eta: 0:10:47, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0492, loss_cls: 0.1769, acc: 93.7078, loss_bbox: 0.1990, loss_mask: 0.2343, loss: 0.6816 2022-09-29 15:48:00,357 - mmdet - INFO - Epoch [12][4150/7330] lr: 3.000e-04, eta: 0:10:37, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0464, loss_cls: 0.1765, acc: 93.7202, loss_bbox: 0.1980, loss_mask: 0.2300, loss: 0.6736 2022-09-29 15:48:10,601 - mmdet - INFO - Epoch [12][4200/7330] lr: 3.000e-04, eta: 0:10:27, time: 0.205, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0500, loss_cls: 0.1795, acc: 93.6821, loss_bbox: 0.1977, loss_mask: 0.2300, loss: 0.6821 2022-09-29 15:48:20,764 - mmdet - INFO - Epoch [12][4250/7330] lr: 3.000e-04, eta: 0:10:17, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0473, loss_cls: 0.1780, acc: 93.6135, loss_bbox: 0.2000, loss_mask: 0.2352, loss: 0.6828 2022-09-29 15:48:31,051 - mmdet - INFO - Epoch [12][4300/7330] lr: 3.000e-04, eta: 0:10:07, time: 0.206, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0479, loss_cls: 0.1839, acc: 93.5422, loss_bbox: 0.2070, loss_mask: 0.2376, loss: 0.6994 2022-09-29 15:48:40,907 - mmdet - INFO - Epoch [12][4350/7330] lr: 3.000e-04, eta: 0:09:57, time: 0.197, data_time: 0.039, memory: 4996, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0479, loss_cls: 0.1812, acc: 93.5432, loss_bbox: 0.2012, loss_mask: 0.2306, loss: 0.6840 2022-09-29 15:48:50,975 - mmdet - INFO - Epoch [12][4400/7330] lr: 3.000e-04, eta: 0:09:47, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0479, loss_cls: 0.1820, acc: 93.4973, loss_bbox: 0.2070, loss_mask: 0.2324, loss: 0.6919 2022-09-29 15:49:01,002 - mmdet - INFO - Epoch [12][4450/7330] lr: 3.000e-04, eta: 0:09:37, time: 0.201, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0455, loss_cls: 0.1783, acc: 93.7090, loss_bbox: 0.1959, loss_mask: 0.2319, loss: 0.6744 2022-09-29 15:49:10,922 - mmdet - INFO - Epoch [12][4500/7330] lr: 3.000e-04, eta: 0:09:27, time: 0.198, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0481, loss_cls: 0.1803, acc: 93.5244, loss_bbox: 0.2040, loss_mask: 0.2335, loss: 0.6884 2022-09-29 15:49:20,813 - mmdet - INFO - Epoch [12][4550/7330] lr: 3.000e-04, eta: 0:09:17, time: 0.198, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0468, loss_cls: 0.1816, acc: 93.5359, loss_bbox: 0.2003, loss_mask: 0.2315, loss: 0.6822 2022-09-29 15:49:30,648 - mmdet - INFO - Epoch [12][4600/7330] lr: 3.000e-04, eta: 0:09:07, time: 0.197, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0472, loss_cls: 0.1748, acc: 93.7620, loss_bbox: 0.1945, loss_mask: 0.2271, loss: 0.6655 2022-09-29 15:49:40,718 - mmdet - INFO - Epoch [12][4650/7330] lr: 3.000e-04, eta: 0:08:57, time: 0.201, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0495, loss_cls: 0.1789, acc: 93.5950, loss_bbox: 0.1992, loss_mask: 0.2337, loss: 0.6842 2022-09-29 15:49:50,900 - mmdet - INFO - Epoch [12][4700/7330] lr: 3.000e-04, eta: 0:08:47, time: 0.204, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0478, loss_cls: 0.1853, acc: 93.4785, loss_bbox: 0.2056, loss_mask: 0.2328, loss: 0.6951 2022-09-29 15:50:00,836 - mmdet - INFO - Epoch [12][4750/7330] lr: 3.000e-04, eta: 0:08:37, time: 0.199, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0488, loss_cls: 0.1837, acc: 93.3831, loss_bbox: 0.2117, loss_mask: 0.2376, loss: 0.7043 2022-09-29 15:50:11,158 - mmdet - INFO - Epoch [12][4800/7330] lr: 3.000e-04, eta: 0:08:27, time: 0.206, data_time: 0.036, memory: 4996, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0493, loss_cls: 0.1725, acc: 93.7791, loss_bbox: 0.2023, loss_mask: 0.2355, loss: 0.6831 2022-09-29 15:50:21,062 - mmdet - INFO - Epoch [12][4850/7330] lr: 3.000e-04, eta: 0:08:17, time: 0.198, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0482, loss_cls: 0.1726, acc: 93.9265, loss_bbox: 0.1977, loss_mask: 0.2337, loss: 0.6742 2022-09-29 15:50:30,953 - mmdet - INFO - Epoch [12][4900/7330] lr: 3.000e-04, eta: 0:08:07, time: 0.198, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0462, loss_cls: 0.1758, acc: 93.8076, loss_bbox: 0.1955, loss_mask: 0.2280, loss: 0.6673 2022-09-29 15:50:40,825 - mmdet - INFO - Epoch [12][4950/7330] lr: 3.000e-04, eta: 0:07:57, time: 0.197, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0491, loss_cls: 0.1760, acc: 93.7117, loss_bbox: 0.1992, loss_mask: 0.2313, loss: 0.6781 2022-09-29 15:50:50,669 - mmdet - INFO - Epoch [12][5000/7330] lr: 3.000e-04, eta: 0:07:47, time: 0.197, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0489, loss_cls: 0.1819, acc: 93.5828, loss_bbox: 0.1993, loss_mask: 0.2296, loss: 0.6828 2022-09-29 15:51:00,673 - mmdet - INFO - Epoch [12][5050/7330] lr: 3.000e-04, eta: 0:07:37, time: 0.200, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0485, loss_cls: 0.1831, acc: 93.5261, loss_bbox: 0.2031, loss_mask: 0.2319, loss: 0.6923 2022-09-29 15:51:10,945 - mmdet - INFO - Epoch [12][5100/7330] lr: 3.000e-04, eta: 0:07:27, time: 0.205, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0487, loss_cls: 0.1789, acc: 93.5190, loss_bbox: 0.2053, loss_mask: 0.2365, loss: 0.6929 2022-09-29 15:51:20,741 - mmdet - INFO - Epoch [12][5150/7330] lr: 3.000e-04, eta: 0:07:17, time: 0.196, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0455, loss_cls: 0.1761, acc: 93.9011, loss_bbox: 0.1994, loss_mask: 0.2295, loss: 0.6721 2022-09-29 15:51:30,750 - mmdet - INFO - Epoch [12][5200/7330] lr: 3.000e-04, eta: 0:07:07, time: 0.200, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0476, loss_cls: 0.1799, acc: 93.4558, loss_bbox: 0.2026, loss_mask: 0.2296, loss: 0.6838 2022-09-29 15:51:40,520 - mmdet - INFO - Epoch [12][5250/7330] lr: 3.000e-04, eta: 0:06:57, time: 0.195, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0469, loss_cls: 0.1834, acc: 93.5498, loss_bbox: 0.2025, loss_mask: 0.2311, loss: 0.6868 2022-09-29 15:51:50,352 - mmdet - INFO - Epoch [12][5300/7330] lr: 3.000e-04, eta: 0:06:47, time: 0.197, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0492, loss_cls: 0.1802, acc: 93.6028, loss_bbox: 0.2004, loss_mask: 0.2336, loss: 0.6872 2022-09-29 15:52:00,058 - mmdet - INFO - Epoch [12][5350/7330] lr: 3.000e-04, eta: 0:06:37, time: 0.194, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0448, loss_cls: 0.1698, acc: 93.9619, loss_bbox: 0.1913, loss_mask: 0.2269, loss: 0.6548 2022-09-29 15:52:09,953 - mmdet - INFO - Epoch [12][5400/7330] lr: 3.000e-04, eta: 0:06:27, time: 0.198, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0487, loss_cls: 0.1783, acc: 93.7461, loss_bbox: 0.2029, loss_mask: 0.2362, loss: 0.6874 2022-09-29 15:52:20,176 - mmdet - INFO - Epoch [12][5450/7330] lr: 3.000e-04, eta: 0:06:17, time: 0.204, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0506, loss_cls: 0.1855, acc: 93.4221, loss_bbox: 0.2095, loss_mask: 0.2372, loss: 0.7073 2022-09-29 15:52:30,211 - mmdet - INFO - Epoch [12][5500/7330] lr: 3.000e-04, eta: 0:06:06, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0482, loss_cls: 0.1783, acc: 93.6802, loss_bbox: 0.1990, loss_mask: 0.2318, loss: 0.6802 2022-09-29 15:52:40,456 - mmdet - INFO - Epoch [12][5550/7330] lr: 3.000e-04, eta: 0:05:56, time: 0.205, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0469, loss_cls: 0.1807, acc: 93.5969, loss_bbox: 0.2071, loss_mask: 0.2326, loss: 0.6904 2022-09-29 15:52:50,772 - mmdet - INFO - Epoch [12][5600/7330] lr: 3.000e-04, eta: 0:05:46, time: 0.206, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0465, loss_cls: 0.1791, acc: 93.5964, loss_bbox: 0.2027, loss_mask: 0.2362, loss: 0.6887 2022-09-29 15:53:00,740 - mmdet - INFO - Epoch [12][5650/7330] lr: 3.000e-04, eta: 0:05:36, time: 0.199, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0445, loss_cls: 0.1713, acc: 93.9194, loss_bbox: 0.1921, loss_mask: 0.2272, loss: 0.6577 2022-09-29 15:53:10,564 - mmdet - INFO - Epoch [12][5700/7330] lr: 3.000e-04, eta: 0:05:26, time: 0.196, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0449, loss_cls: 0.1736, acc: 93.8386, loss_bbox: 0.1923, loss_mask: 0.2241, loss: 0.6565 2022-09-29 15:53:20,643 - mmdet - INFO - Epoch [12][5750/7330] lr: 3.000e-04, eta: 0:05:16, time: 0.202, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0488, loss_cls: 0.1772, acc: 93.7070, loss_bbox: 0.1959, loss_mask: 0.2312, loss: 0.6768 2022-09-29 15:53:30,474 - mmdet - INFO - Epoch [12][5800/7330] lr: 3.000e-04, eta: 0:05:06, time: 0.197, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0486, loss_cls: 0.1769, acc: 93.7932, loss_bbox: 0.1957, loss_mask: 0.2365, loss: 0.6801 2022-09-29 15:53:40,318 - mmdet - INFO - Epoch [12][5850/7330] lr: 3.000e-04, eta: 0:04:56, time: 0.197, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0473, loss_cls: 0.1839, acc: 93.5032, loss_bbox: 0.2043, loss_mask: 0.2344, loss: 0.6921 2022-09-29 15:53:49,814 - mmdet - INFO - Epoch [12][5900/7330] lr: 3.000e-04, eta: 0:04:46, time: 0.190, data_time: 0.037, memory: 4996, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0441, loss_cls: 0.1696, acc: 94.0073, loss_bbox: 0.1923, loss_mask: 0.2271, loss: 0.6553 2022-09-29 15:53:59,820 - mmdet - INFO - Epoch [12][5950/7330] lr: 3.000e-04, eta: 0:04:36, time: 0.200, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0479, loss_cls: 0.1810, acc: 93.5674, loss_bbox: 0.2039, loss_mask: 0.2344, loss: 0.6892 2022-09-29 15:54:09,722 - mmdet - INFO - Epoch [12][6000/7330] lr: 3.000e-04, eta: 0:04:26, time: 0.198, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0506, loss_cls: 0.1817, acc: 93.5066, loss_bbox: 0.2056, loss_mask: 0.2376, loss: 0.6993 2022-09-29 15:54:19,521 - mmdet - INFO - Epoch [12][6050/7330] lr: 3.000e-04, eta: 0:04:16, time: 0.196, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0482, loss_cls: 0.1758, acc: 93.9019, loss_bbox: 0.1952, loss_mask: 0.2380, loss: 0.6794 2022-09-29 15:54:29,788 - mmdet - INFO - Epoch [12][6100/7330] lr: 3.000e-04, eta: 0:04:06, time: 0.205, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0483, loss_cls: 0.1850, acc: 93.4348, loss_bbox: 0.2051, loss_mask: 0.2391, loss: 0.7008 2022-09-29 15:54:39,782 - mmdet - INFO - Epoch [12][6150/7330] lr: 3.000e-04, eta: 0:03:56, time: 0.200, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0483, loss_cls: 0.1775, acc: 93.7012, loss_bbox: 0.1974, loss_mask: 0.2343, loss: 0.6812 2022-09-29 15:54:49,672 - mmdet - INFO - Epoch [12][6200/7330] lr: 3.000e-04, eta: 0:03:46, time: 0.198, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0468, loss_cls: 0.1797, acc: 93.5537, loss_bbox: 0.2012, loss_mask: 0.2356, loss: 0.6859 2022-09-29 15:54:59,840 - mmdet - INFO - Epoch [12][6250/7330] lr: 3.000e-04, eta: 0:03:36, time: 0.203, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0486, loss_cls: 0.1807, acc: 93.5481, loss_bbox: 0.2001, loss_mask: 0.2308, loss: 0.6829 2022-09-29 15:55:09,879 - mmdet - INFO - Epoch [12][6300/7330] lr: 3.000e-04, eta: 0:03:26, time: 0.201, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0491, loss_cls: 0.1914, acc: 93.2920, loss_bbox: 0.2105, loss_mask: 0.2370, loss: 0.7122 2022-09-29 15:55:20,083 - mmdet - INFO - Epoch [12][6350/7330] lr: 3.000e-04, eta: 0:03:16, time: 0.204, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0503, loss_cls: 0.1824, acc: 93.5090, loss_bbox: 0.2114, loss_mask: 0.2403, loss: 0.7085 2022-09-29 15:55:30,236 - mmdet - INFO - Epoch [12][6400/7330] lr: 3.000e-04, eta: 0:03:06, time: 0.203, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0506, loss_cls: 0.1835, acc: 93.5317, loss_bbox: 0.2042, loss_mask: 0.2332, loss: 0.6952 2022-09-29 15:55:40,792 - mmdet - INFO - Epoch [12][6450/7330] lr: 3.000e-04, eta: 0:02:56, time: 0.211, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0478, loss_cls: 0.1802, acc: 93.6396, loss_bbox: 0.1999, loss_mask: 0.2292, loss: 0.6799 2022-09-29 15:55:50,829 - mmdet - INFO - Epoch [12][6500/7330] lr: 3.000e-04, eta: 0:02:46, time: 0.201, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0496, loss_cls: 0.1793, acc: 93.5713, loss_bbox: 0.2039, loss_mask: 0.2355, loss: 0.6913 2022-09-29 15:56:00,492 - mmdet - INFO - Epoch [12][6550/7330] lr: 3.000e-04, eta: 0:02:36, time: 0.193, data_time: 0.035, memory: 4996, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0475, loss_cls: 0.1846, acc: 93.4592, loss_bbox: 0.2043, loss_mask: 0.2406, loss: 0.6996 2022-09-29 15:56:10,159 - mmdet - INFO - Epoch [12][6600/7330] lr: 3.000e-04, eta: 0:02:26, time: 0.193, data_time: 0.030, memory: 4996, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0452, loss_cls: 0.1712, acc: 93.9585, loss_bbox: 0.1895, loss_mask: 0.2296, loss: 0.6592 2022-09-29 15:56:20,079 - mmdet - INFO - Epoch [12][6650/7330] lr: 3.000e-04, eta: 0:02:16, time: 0.198, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0485, loss_cls: 0.1797, acc: 93.4692, loss_bbox: 0.2062, loss_mask: 0.2338, loss: 0.6912 2022-09-29 15:56:30,125 - mmdet - INFO - Epoch [12][6700/7330] lr: 3.000e-04, eta: 0:02:06, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0460, loss_cls: 0.1740, acc: 93.8320, loss_bbox: 0.1952, loss_mask: 0.2359, loss: 0.6736 2022-09-29 15:56:40,077 - mmdet - INFO - Epoch [12][6750/7330] lr: 3.000e-04, eta: 0:01:56, time: 0.199, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0482, loss_cls: 0.1733, acc: 93.7856, loss_bbox: 0.2000, loss_mask: 0.2328, loss: 0.6765 2022-09-29 15:56:50,099 - mmdet - INFO - Epoch [12][6800/7330] lr: 3.000e-04, eta: 0:01:46, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0489, loss_cls: 0.1776, acc: 93.5591, loss_bbox: 0.2030, loss_mask: 0.2352, loss: 0.6865 2022-09-29 15:57:00,006 - mmdet - INFO - Epoch [12][6850/7330] lr: 3.000e-04, eta: 0:01:36, time: 0.198, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0438, loss_cls: 0.1714, acc: 93.9512, loss_bbox: 0.1922, loss_mask: 0.2303, loss: 0.6599 2022-09-29 15:57:09,990 - mmdet - INFO - Epoch [12][6900/7330] lr: 3.000e-04, eta: 0:01:26, time: 0.200, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0460, loss_cls: 0.1745, acc: 93.7764, loss_bbox: 0.1980, loss_mask: 0.2348, loss: 0.6751 2022-09-29 15:57:19,952 - mmdet - INFO - Epoch [12][6950/7330] lr: 3.000e-04, eta: 0:01:16, time: 0.199, data_time: 0.028, memory: 4996, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0473, loss_cls: 0.1765, acc: 93.5820, loss_bbox: 0.1977, loss_mask: 0.2326, loss: 0.6769 2022-09-29 15:57:29,539 - mmdet - INFO - Epoch [12][7000/7330] lr: 3.000e-04, eta: 0:01:06, time: 0.192, data_time: 0.029, memory: 4996, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0431, loss_cls: 0.1718, acc: 93.9114, loss_bbox: 0.1908, loss_mask: 0.2291, loss: 0.6572 2022-09-29 15:57:39,320 - mmdet - INFO - Epoch [12][7050/7330] lr: 3.000e-04, eta: 0:00:56, time: 0.196, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0480, loss_cls: 0.1796, acc: 93.6309, loss_bbox: 0.2028, loss_mask: 0.2323, loss: 0.6845 2022-09-29 15:57:49,363 - mmdet - INFO - Epoch [12][7100/7330] lr: 3.000e-04, eta: 0:00:46, time: 0.201, data_time: 0.033, memory: 4996, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0502, loss_cls: 0.1831, acc: 93.5107, loss_bbox: 0.2037, loss_mask: 0.2357, loss: 0.6958 2022-09-29 15:57:59,518 - mmdet - INFO - Epoch [12][7150/7330] lr: 3.000e-04, eta: 0:00:36, time: 0.203, data_time: 0.032, memory: 4996, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0466, loss_cls: 0.1799, acc: 93.7341, loss_bbox: 0.1960, loss_mask: 0.2295, loss: 0.6741 2022-09-29 15:58:09,566 - mmdet - INFO - Epoch [12][7200/7330] lr: 3.000e-04, eta: 0:00:26, time: 0.201, data_time: 0.034, memory: 4996, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0481, loss_cls: 0.1735, acc: 93.8315, loss_bbox: 0.1983, loss_mask: 0.2346, loss: 0.6773 2022-09-29 15:58:19,686 - mmdet - INFO - Epoch [12][7250/7330] lr: 3.000e-04, eta: 0:00:16, time: 0.202, data_time: 0.031, memory: 4996, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0452, loss_cls: 0.1715, acc: 93.8733, loss_bbox: 0.1992, loss_mask: 0.2296, loss: 0.6679 2022-09-29 15:58:29,856 - mmdet - INFO - Epoch [12][7300/7330] lr: 3.000e-04, eta: 0:00:06, time: 0.203, data_time: 0.038, memory: 4996, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0483, loss_cls: 0.1862, acc: 93.3296, loss_bbox: 0.2088, loss_mask: 0.2377, loss: 0.7049 2022-09-29 15:58:35,930 - mmdet - INFO - Saving checkpoint at 12 epochs 2022-09-29 15:59:18,921 - mmdet - INFO - Evaluating bbox... 2022-09-29 15:59:45,487 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.394 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.592 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.432 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.227 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.427 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.511 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.537 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.537 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.537 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.336 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.574 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.681 2022-09-29 15:59:45,487 - mmdet - INFO - Evaluating segm... 2022-09-29 16:00:17,711 - mmdet - INFO - Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.353 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.561 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.377 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.166 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.378 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.515 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.481 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.481 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.481 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 ] = 0.515 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.634 2022-09-29 16:00:18,135 - mmdet - INFO - The previous best checkpoint /home/tiger/code/mmdet/work_dirs/finetune_mask-rcnn_1x_coco_lr3e-2_wd5e-5/best_bbox_mAP_epoch_11.pth was removed 2022-09-29 16:00:18,851 - mmdet - INFO - Now best checkpoint is saved as best_bbox_mAP_epoch_12.pth. 2022-09-29 16:00:18,852 - mmdet - INFO - Best bbox_mAP is 0.3940 at 12 epoch. 2022-09-29 16:00:18,852 - mmdet - INFO - Exp name: mask_rcnn_r50_fpn_1x_coco.py 2022-09-29 16:00:18,853 - mmdet - INFO - Epoch(val) [12][625] bbox_mAP: 0.3940, bbox_mAP_50: 0.5920, bbox_mAP_75: 0.4320, bbox_mAP_s: 0.2270, bbox_mAP_m: 0.4270, bbox_mAP_l: 0.5110, bbox_mAP_copypaste: 0.394 0.592 0.432 0.227 0.427 0.511, segm_mAP: 0.3530, segm_mAP_50: 0.5610, segm_mAP_75: 0.3770, segm_mAP_s: 0.1660, segm_mAP_m: 0.3780, segm_mAP_l: 0.5150, segm_mAP_copypaste: 0.353 0.561 0.377 0.166 0.378 0.515