diff --git "a/mask_rcnn_augreg_adapter_large_fpn_3x_coco.log" "b/mask_rcnn_augreg_adapter_large_fpn_3x_coco.log" new file mode 100644--- /dev/null +++ "b/mask_rcnn_augreg_adapter_large_fpn_3x_coco.log" @@ -0,0 +1,11060 @@ +2022-09-20 22:49:07,329 - mmdet - INFO - Environment info: +------------------------------------------------------------ +sys.platform: linux +Python: 3.7.0 (default, Oct 9 2018, 10:31:47) [GCC 7.3.0] +CUDA available: True +GPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB +CUDA_HOME: /mnt/lustre/share/cuda-11.1 +NVCC: Build cuda_11.1.TC455_06.29069683_0 +GCC: gcc (GCC) 7.3.0 +PyTorch: 1.9.0+cu111 +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 v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb) + - OpenMP 201511 (a.k.a. OpenMP 4.5) + - NNPACK is enabled + - CPU capability usage: AVX2 + - CUDA Runtime 11.1 + - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 + - CuDNN 8.0.5 + - Magma 2.5.2 + - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, 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 -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=1.9.0, 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: 0.10.0+cu111 +OpenCV: 4.6.0 +MMCV: 1.4.2 +MMCV Compiler: GCC 7.3 +MMCV CUDA Compiler: 11.1 +MMDetection: 2.22.0+abdbbac +------------------------------------------------------------ + +2022-09-20 22:49:10,223 - mmdet - INFO - Distributed training: True +2022-09-20 22:49:13,145 - mmdet - INFO - Config: +model = dict( + type='MaskRCNN', + backbone=dict( + type='ViTAdapter', + img_size=384, + pretrain_size=384, + patch_size=16, + embed_dim=1024, + depth=24, + num_heads=16, + mlp_ratio=4, + drop_path_rate=0.4, + conv_inplane=64, + n_points=4, + deform_num_heads=16, + cffn_ratio=0.25, + deform_ratio=0.5, + interaction_indexes=[[0, 5], [6, 11], [12, 17], [18, 23]], + window_attn=[ + True, True, True, True, True, False, True, True, True, True, True, + False, True, True, True, True, True, False, True, True, True, True, + True, False + ], + window_size=[ + 14, 14, 14, 14, 14, None, 14, 14, 14, 14, 14, None, 14, 14, 14, 14, + 14, None, 14, 14, 14, 14, 14, None + ], + pretrained= + 'pretrained/L_16-i21k-300ep-lr_0.001-aug_medium1-wd_0.1-do_0.1-sd_0.1--imagenet2012-steps_20k-lr_0.01-res_384.pth' + ), + neck=dict( + type='FPN', + in_channels=[1024, 1024, 1024, 1024], + out_channels=256, + num_outs=5), + 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='Shared2FCBBoxHead', + 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=[127.5, 127.5, 127.5], std=[127.5, 127.5, 127.5], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='RandomCrop', + crop_type='absolute_range', + crop_size=(1024, 1024), + allow_negative_crop=True), + dict( + type='Normalize', + mean=[127.5, 127.5, 127.5], + std=[127.5, 127.5, 127.5], + 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=[127.5, 127.5, 127.5], + std=[127.5, 127.5, 127.5], + 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='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='RandomCrop', + crop_type='absolute_range', + crop_size=(1024, 1024), + allow_negative_crop=True), + dict( + type='Normalize', + mean=[127.5, 127.5, 127.5], + std=[127.5, 127.5, 127.5], + 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=[127.5, 127.5, 127.5], + std=[127.5, 127.5, 127.5], + 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=[127.5, 127.5, 127.5], + std=[127.5, 127.5, 127.5], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm']) +optimizer = dict( + type='AdamW', + lr=0.0001, + weight_decay=0.05, + constructor='LayerDecayOptimizerConstructor', + paramwise_cfg=dict(num_layers=24, layer_decay_rate=0.8)) +optimizer_config = dict(grad_clip=None) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunner', max_epochs=36) +checkpoint_config = dict(interval=1, max_keep_ckpts=2, save_last=True) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = None +resume_from = None +workflow = [('train', 1)] +pretrained = 'pretrained/L_16-i21k-300ep-lr_0.001-aug_medium1-wd_0.1-do_0.1-sd_0.1--imagenet2012-steps_20k-lr_0.01-res_384.pth' +work_dir = './work_dirs/mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08' +auto_resume = False +gpu_ids = range(0, 8) + +2022-09-20 22:49:21,635 - mmdet - INFO - Set random seed to 1470014903, deterministic: False +2022-09-20 22:49:27,584 - mmdet - WARNING - unexpected key in source state_dict: cls_token, norm.weight, norm.bias + +missing keys in source state_dict: blocks.12.gamma1, blocks.7.gamma1, blocks.21.gamma1, blocks.14.gamma2, blocks.7.gamma2, blocks.11.gamma1, blocks.14.gamma1, blocks.12.gamma2, blocks.18.gamma2, blocks.13.gamma1, blocks.8.gamma2, blocks.5.gamma2, blocks.9.gamma1, blocks.1.gamma1, blocks.3.gamma1, blocks.5.gamma1, blocks.17.gamma2, blocks.4.gamma1, blocks.3.gamma2, blocks.17.gamma1, blocks.6.gamma1, blocks.6.gamma2, blocks.22.gamma2, blocks.0.gamma1, blocks.1.gamma2, blocks.10.gamma1, blocks.0.gamma2, blocks.20.gamma2, blocks.4.gamma2, blocks.18.gamma1, blocks.16.gamma2, blocks.19.gamma1, blocks.16.gamma1, blocks.19.gamma2, blocks.23.gamma1, blocks.2.gamma2, blocks.2.gamma1, blocks.15.gamma2, blocks.22.gamma1, blocks.8.gamma1, blocks.21.gamma2, blocks.13.gamma2, blocks.15.gamma1, blocks.20.gamma1, blocks.23.gamma2, blocks.10.gamma2, blocks.11.gamma2, blocks.9.gamma2 + +2022-09-20 22:49:28,777 - mmdet - INFO - initialize FPN with init_cfg {'type': 'Xavier', 'layer': 'Conv2d', 'distribution': 'uniform'} +2022-09-20 22:49:28,796 - mmdet - INFO - initialize RPNHead with init_cfg {'type': 'Normal', 'layer': 'Conv2d', 'std': 0.01} +2022-09-20 22:49:28,800 - mmdet - INFO - initialize Shared2FCBBoxHead 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.pos_embed - torch.Size([1, 577, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.level_embed - torch.Size([3, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.patch_embed.proj.weight - torch.Size([1024, 3, 16, 16]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.patch_embed.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.stem.0.weight - torch.Size([64, 3, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.stem.1.weight - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.stem.1.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.stem.3.weight - torch.Size([64, 64, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.stem.4.weight - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.stem.4.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.stem.6.weight - torch.Size([64, 64, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.stem.7.weight - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.stem.7.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.conv2.0.weight - torch.Size([128, 64, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.conv2.1.weight - torch.Size([128]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.conv2.1.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.conv3.0.weight - torch.Size([256, 128, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.conv3.1.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.conv3.1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.conv4.0.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.conv4.1.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.conv4.1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.fc1.weight - torch.Size([1024, 64, 1, 1]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.fc1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.fc2.weight - torch.Size([1024, 128, 1, 1]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.fc3.weight - torch.Size([1024, 256, 1, 1]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.fc3.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.fc4.weight - torch.Size([1024, 256, 1, 1]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.fc4.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.gamma - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.attn.sampling_offsets.weight - torch.Size([384, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.attn.sampling_offsets.bias - torch.Size([384]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.attn.attention_weights.weight - torch.Size([192, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.attn.attention_weights.bias - torch.Size([192]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.attn.sampling_offsets.weight - torch.Size([128, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.attn.sampling_offsets.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.attn.attention_weights.weight - torch.Size([64, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.attn.attention_weights.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.ffn.fc1.weight - torch.Size([256, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.ffn.fc1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.ffn.dwconv.dwconv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.ffn.fc2.weight - torch.Size([1024, 256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.ffn.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.ffn_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.ffn_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.gamma - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.attn.sampling_offsets.weight - torch.Size([384, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.attn.sampling_offsets.bias - torch.Size([384]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.attn.attention_weights.weight - torch.Size([192, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.attn.attention_weights.bias - torch.Size([192]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.attn.sampling_offsets.weight - torch.Size([128, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.attn.sampling_offsets.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.attn.attention_weights.weight - torch.Size([64, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.attn.attention_weights.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.ffn.fc1.weight - torch.Size([256, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.ffn.fc1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.ffn.dwconv.dwconv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.ffn.fc2.weight - torch.Size([1024, 256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.ffn.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.ffn_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.ffn_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.gamma - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.attn.sampling_offsets.weight - torch.Size([384, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.attn.sampling_offsets.bias - torch.Size([384]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.attn.attention_weights.weight - torch.Size([192, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.attn.attention_weights.bias - torch.Size([192]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.attn.sampling_offsets.weight - torch.Size([128, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.attn.sampling_offsets.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.attn.attention_weights.weight - torch.Size([64, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.attn.attention_weights.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.ffn.fc1.weight - torch.Size([256, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.ffn.fc1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.ffn.dwconv.dwconv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.ffn.fc2.weight - torch.Size([1024, 256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.ffn.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.ffn_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.ffn_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.gamma - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.attn.sampling_offsets.weight - torch.Size([384, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.attn.sampling_offsets.bias - torch.Size([384]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.attn.attention_weights.weight - torch.Size([192, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.attn.attention_weights.bias - torch.Size([192]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.attn.sampling_offsets.weight - torch.Size([128, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.attn.sampling_offsets.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.attn.attention_weights.weight - torch.Size([64, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.attn.attention_weights.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.ffn.fc1.weight - torch.Size([256, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.ffn.fc1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.ffn.dwconv.dwconv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.ffn.fc2.weight - torch.Size([1024, 256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.ffn.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.ffn_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.ffn_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.attn.sampling_offsets.weight - torch.Size([128, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.attn.sampling_offsets.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.attn.attention_weights.weight - torch.Size([64, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.attn.attention_weights.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.ffn.fc1.weight - torch.Size([256, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.ffn.fc1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.ffn.dwconv.dwconv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.ffn.fc2.weight - torch.Size([1024, 256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.ffn.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.ffn_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.ffn_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.attn.sampling_offsets.weight - torch.Size([128, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.attn.sampling_offsets.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.attn.attention_weights.weight - torch.Size([64, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.attn.attention_weights.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.ffn.fc1.weight - torch.Size([256, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.ffn.fc1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.ffn.dwconv.dwconv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.ffn.fc2.weight - torch.Size([1024, 256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.ffn.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.ffn_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.ffn_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.up.weight - torch.Size([1024, 1024, 2, 2]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.up.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.norm3.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.norm3.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.norm4.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.norm4.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +neck.lateral_convs.0.conv.weight - torch.Size([256, 1024, 1, 1]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.lateral_convs.0.conv.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, 1024, 1, 1]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.lateral_convs.1.conv.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.conv.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, 1024, 1, 1]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.lateral_convs.3.conv.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.conv.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.conv.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.conv.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.conv.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_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.bbox_head.shared_fcs.1.weight - torch.Size([1024, 1024]): +XavierInit: gain=1, distribution=uniform, bias=0 + +roi_head.bbox_head.shared_fcs.1.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 +2022-09-20 22:49:44,950 - mmdet - INFO - Start running, host: chenzhe1@SH-IDC1-10-140-1-148, work_dir: /mnt/petrelfs/chenzhe1/workspace/ViT-Adapter/detection/work_dirs/mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08 +2022-09-20 22:49:44,950 - mmdet - INFO - Hooks will be executed in the following order: +before_run: +(VERY_HIGH ) StepLrUpdaterHook +(NORMAL ) CheckpointHook +(LOW ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_epoch: +(VERY_HIGH ) StepLrUpdaterHook +(NORMAL ) NumClassCheckHook +(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 +(LOW ) IterTimerHook +(LOW ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +after_train_epoch: +(NORMAL ) CheckpointHook +(LOW ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_val_epoch: +(NORMAL ) NumClassCheckHook +(NORMAL ) DistSamplerSeedHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_val_iter: +(LOW ) IterTimerHook + -------------------- +after_val_iter: +(LOW ) IterTimerHook + -------------------- +after_val_epoch: +(VERY_LOW ) TextLoggerHook + -------------------- +after_run: +(VERY_LOW ) TextLoggerHook + -------------------- +2022-09-20 22:49:44,951 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs +2022-09-20 22:49:44,951 - mmdet - INFO - Checkpoints will be saved to /mnt/petrelfs/chenzhe1/workspace/ViT-Adapter/detection/work_dirs/mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08 by HardDiskBackend. +2022-09-20 22:51:44,127 - mmdet - INFO - Epoch [1][50/7330] lr: 3.736e-08, eta: 7 days, 6:39:24, time: 2.383, data_time: 1.601, memory: 53992, loss_rpn_cls: 0.7093, loss_rpn_bbox: 0.0900, loss_cls: 2.8329, acc: 45.2429, loss_bbox: 0.0192, loss_mask: 1.0159, loss: 4.6673 +2022-09-20 22:52:21,516 - mmdet - INFO - Epoch [1][100/7330] lr: 7.511e-08, eta: 4 days, 18:42:35, time: 0.748, data_time: 0.018, memory: 53992, loss_rpn_cls: 0.6200, loss_rpn_bbox: 0.0874, loss_cls: 0.7721, acc: 97.2959, loss_bbox: 0.0337, loss_mask: 0.7982, loss: 2.3114 +2022-09-20 22:52:59,136 - mmdet - INFO - Epoch [1][150/7330] lr: 1.128e-07, eta: 3 days, 22:49:58, time: 0.752, data_time: 0.017, memory: 53992, loss_rpn_cls: 0.4124, loss_rpn_bbox: 0.0823, loss_cls: 0.3977, acc: 96.6406, loss_bbox: 0.0955, loss_mask: 0.7272, loss: 1.7151 +2022-09-20 22:53:36,716 - mmdet - INFO - Epoch [1][200/7330] lr: 1.506e-07, eta: 3 days, 12:52:08, time: 0.751, data_time: 0.016, memory: 53992, loss_rpn_cls: 0.3283, loss_rpn_bbox: 0.0844, loss_cls: 0.4234, acc: 95.2285, loss_bbox: 0.1600, loss_mask: 0.7034, loss: 1.6995 +2022-09-20 22:54:14,573 - mmdet - INFO - Epoch [1][250/7330] lr: 1.883e-07, eta: 3 days, 6:58:28, time: 0.757, data_time: 0.017, memory: 53992, loss_rpn_cls: 0.2990, loss_rpn_bbox: 0.0798, loss_cls: 0.4108, acc: 94.6270, loss_bbox: 0.1856, loss_mask: 0.6843, loss: 1.6595 +2022-09-20 22:54:51,037 - mmdet - INFO - Epoch [1][300/7330] lr: 2.261e-07, eta: 3 days, 2:41:56, time: 0.729, data_time: 0.015, memory: 53992, loss_rpn_cls: 0.2459, loss_rpn_bbox: 0.0810, loss_cls: 0.4030, acc: 94.4602, loss_bbox: 0.1946, loss_mask: 0.6716, loss: 1.5961 +2022-09-20 22:55:28,898 - mmdet - INFO - Epoch [1][350/7330] lr: 2.638e-07, eta: 2 days, 23:55:35, time: 0.756, data_time: 0.019, memory: 53992, loss_rpn_cls: 0.2210, loss_rpn_bbox: 0.0792, loss_cls: 0.4206, acc: 93.9727, loss_bbox: 0.2134, loss_mask: 0.6595, loss: 1.5937 +2022-09-20 22:56:07,875 - mmdet - INFO - Epoch [1][400/7330] lr: 3.016e-07, eta: 2 days, 22:03:40, time: 0.780, data_time: 0.019, memory: 53992, loss_rpn_cls: 0.1916, loss_rpn_bbox: 0.0793, loss_cls: 0.4172, acc: 93.7468, loss_bbox: 0.2236, loss_mask: 0.6409, loss: 1.5528 +2022-09-20 22:56:44,386 - mmdet - INFO - Epoch [1][450/7330] lr: 3.393e-07, eta: 2 days, 20:12:06, time: 0.730, data_time: 0.016, memory: 53992, loss_rpn_cls: 0.1678, loss_rpn_bbox: 0.0732, loss_cls: 0.4171, acc: 93.4883, loss_bbox: 0.2351, loss_mask: 0.6165, loss: 1.5096 +2022-09-20 22:57:22,888 - mmdet - INFO - Epoch [1][500/7330] lr: 3.770e-07, eta: 2 days, 18:59:53, time: 0.769, data_time: 0.014, memory: 53992, loss_rpn_cls: 0.1578, loss_rpn_bbox: 0.0756, loss_cls: 0.4113, acc: 93.2566, loss_bbox: 0.2421, loss_mask: 0.5893, loss: 1.4761 +2022-09-20 22:58:00,189 - mmdet - INFO - Epoch [1][550/7330] lr: 3.778e-07, eta: 2 days, 17:51:25, time: 0.746, data_time: 0.017, memory: 53992, loss_rpn_cls: 0.1409, loss_rpn_bbox: 0.0810, loss_cls: 0.4258, acc: 92.3735, loss_bbox: 0.2731, loss_mask: 0.5704, loss: 1.4912 +2022-09-20 22:58:36,734 - mmdet - INFO - Epoch [1][600/7330] lr: 3.778e-07, eta: 2 days, 16:48:58, time: 0.732, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.1284, loss_rpn_bbox: 0.0765, loss_cls: 0.4327, acc: 91.9426, loss_bbox: 0.2919, loss_mask: 0.5495, loss: 1.4789 +2022-09-20 22:59:13,689 - mmdet - INFO - Epoch [1][650/7330] lr: 3.778e-07, eta: 2 days, 15:58:35, time: 0.739, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.1114, loss_rpn_bbox: 0.0713, loss_cls: 0.4045, acc: 91.8960, loss_bbox: 0.2956, loss_mask: 0.5182, loss: 1.4011 +2022-09-20 22:59:50,253 - mmdet - INFO - Epoch [1][700/7330] lr: 3.778e-07, eta: 2 days, 15:12:50, time: 0.731, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.1117, loss_rpn_bbox: 0.0750, loss_cls: 0.3909, acc: 91.5214, loss_bbox: 0.3052, loss_mask: 0.5061, loss: 1.3888 +2022-09-20 23:00:26,763 - mmdet - INFO - Epoch [1][750/7330] lr: 3.778e-07, eta: 2 days, 14:32:45, time: 0.730, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.1005, loss_rpn_bbox: 0.0730, loss_cls: 0.4083, acc: 90.9919, loss_bbox: 0.3343, loss_mask: 0.4923, loss: 1.4085 +2022-09-20 23:01:03,424 - mmdet - INFO - Epoch [1][800/7330] lr: 3.778e-07, eta: 2 days, 13:58:28, time: 0.733, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.1084, loss_rpn_bbox: 0.0748, loss_cls: 0.3674, acc: 91.2791, loss_bbox: 0.3097, loss_mask: 0.4725, loss: 1.3327 +2022-09-20 23:01:39,615 - mmdet - INFO - Epoch [1][850/7330] lr: 3.778e-07, eta: 2 days, 13:25:45, time: 0.724, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.1022, loss_rpn_bbox: 0.0739, loss_cls: 0.3649, acc: 91.1122, loss_bbox: 0.3206, loss_mask: 0.4688, loss: 1.3304 +2022-09-20 23:02:16,777 - mmdet - INFO - Epoch [1][900/7330] lr: 3.778e-07, eta: 2 days, 13:01:18, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.1040, loss_rpn_bbox: 0.0744, loss_cls: 0.3564, acc: 91.1394, loss_bbox: 0.3237, loss_mask: 0.4600, loss: 1.3185 +2022-09-20 23:02:53,978 - mmdet - INFO - Epoch [1][950/7330] lr: 3.778e-07, eta: 2 days, 12:39:32, time: 0.744, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0922, loss_rpn_bbox: 0.0704, loss_cls: 0.3511, acc: 90.9036, loss_bbox: 0.3248, loss_mask: 0.4449, loss: 1.2834 +2022-09-20 23:03:30,573 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-20 23:03:30,575 - mmdet - INFO - Epoch [1][1000/7330] lr: 3.778e-07, eta: 2 days, 12:17:14, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0873, loss_rpn_bbox: 0.0651, loss_cls: 0.3220, acc: 91.5608, loss_bbox: 0.2999, loss_mask: 0.4444, loss: 1.2187 +2022-09-20 23:04:06,883 - mmdet - INFO - Epoch [1][1050/7330] lr: 3.778e-07, eta: 2 days, 11:55:48, time: 0.726, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0896, loss_rpn_bbox: 0.0689, loss_cls: 0.3380, acc: 90.7993, loss_bbox: 0.3376, loss_mask: 0.4362, loss: 1.2703 +2022-09-20 23:04:43,773 - mmdet - INFO - Epoch [1][1100/7330] lr: 3.778e-07, eta: 2 days, 11:38:35, time: 0.738, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0793, loss_rpn_bbox: 0.0622, loss_cls: 0.3076, acc: 91.5959, loss_bbox: 0.3045, loss_mask: 0.4201, loss: 1.1736 +2022-09-20 23:05:20,475 - mmdet - INFO - Epoch [1][1150/7330] lr: 3.778e-07, eta: 2 days, 11:22:05, time: 0.734, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0864, loss_rpn_bbox: 0.0661, loss_cls: 0.3279, acc: 90.9053, loss_bbox: 0.3261, loss_mask: 0.4323, loss: 1.2388 +2022-09-20 23:05:57,675 - mmdet - INFO - Epoch [1][1200/7330] lr: 3.778e-07, eta: 2 days, 11:08:43, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0811, loss_rpn_bbox: 0.0637, loss_cls: 0.3296, acc: 90.9348, loss_bbox: 0.3267, loss_mask: 0.4240, loss: 1.2251 +2022-09-20 23:06:34,679 - mmdet - INFO - Epoch [1][1250/7330] lr: 3.778e-07, eta: 2 days, 10:55:35, time: 0.739, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0856, loss_rpn_bbox: 0.0668, loss_cls: 0.3272, acc: 90.9206, loss_bbox: 0.3249, loss_mask: 0.4196, loss: 1.2242 +2022-09-20 23:07:11,865 - mmdet - INFO - Epoch [1][1300/7330] lr: 3.778e-07, eta: 2 days, 10:44:16, time: 0.745, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0853, loss_rpn_bbox: 0.0689, loss_cls: 0.3414, acc: 90.1775, loss_bbox: 0.3497, loss_mask: 0.4232, loss: 1.2684 +2022-09-20 23:07:49,629 - mmdet - INFO - Epoch [1][1350/7330] lr: 3.778e-07, eta: 2 days, 10:35:29, time: 0.755, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0858, loss_rpn_bbox: 0.0698, loss_cls: 0.3270, acc: 90.6153, loss_bbox: 0.3410, loss_mask: 0.4175, loss: 1.2412 +2022-09-20 23:08:26,769 - mmdet - INFO - Epoch [1][1400/7330] lr: 3.778e-07, eta: 2 days, 10:25:21, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0742, loss_rpn_bbox: 0.0563, loss_cls: 0.3007, acc: 91.4587, loss_bbox: 0.3065, loss_mask: 0.4009, loss: 1.1385 +2022-09-20 23:09:03,500 - mmdet - INFO - Epoch [1][1450/7330] lr: 3.778e-07, eta: 2 days, 10:14:37, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0712, loss_rpn_bbox: 0.0585, loss_cls: 0.3036, acc: 91.0704, loss_bbox: 0.3244, loss_mask: 0.3918, loss: 1.1495 +2022-09-20 23:09:39,921 - mmdet - INFO - Epoch [1][1500/7330] lr: 3.778e-07, eta: 2 days, 10:03:40, time: 0.728, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0781, loss_rpn_bbox: 0.0642, loss_cls: 0.3025, acc: 91.0848, loss_bbox: 0.3228, loss_mask: 0.3914, loss: 1.1591 +2022-09-20 23:10:16,672 - mmdet - INFO - Epoch [1][1550/7330] lr: 3.778e-07, eta: 2 days, 9:54:14, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0761, loss_rpn_bbox: 0.0661, loss_cls: 0.3145, acc: 90.7068, loss_bbox: 0.3294, loss_mask: 0.3926, loss: 1.1787 +2022-09-20 23:10:53,417 - mmdet - INFO - Epoch [1][1600/7330] lr: 3.778e-07, eta: 2 days, 9:45:28, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0717, loss_rpn_bbox: 0.0609, loss_cls: 0.2918, acc: 91.4509, loss_bbox: 0.3101, loss_mask: 0.3808, loss: 1.1153 +2022-09-20 23:11:30,081 - mmdet - INFO - Epoch [1][1650/7330] lr: 3.778e-07, eta: 2 days, 9:36:55, time: 0.733, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0713, loss_rpn_bbox: 0.0615, loss_cls: 0.3030, acc: 91.1377, loss_bbox: 0.3185, loss_mask: 0.3844, loss: 1.1387 +2022-09-20 23:12:06,211 - mmdet - INFO - Epoch [1][1700/7330] lr: 3.778e-07, eta: 2 days, 9:27:30, time: 0.723, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0687, loss_rpn_bbox: 0.0575, loss_cls: 0.2910, acc: 91.3772, loss_bbox: 0.3111, loss_mask: 0.3725, loss: 1.1008 +2022-09-20 23:12:42,417 - mmdet - INFO - Epoch [1][1750/7330] lr: 3.778e-07, eta: 2 days, 9:18:45, time: 0.724, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0767, loss_rpn_bbox: 0.0621, loss_cls: 0.3174, acc: 90.6748, loss_bbox: 0.3386, loss_mask: 0.3910, loss: 1.1858 +2022-09-20 23:13:19,721 - mmdet - INFO - Epoch [1][1800/7330] lr: 3.778e-07, eta: 2 days, 9:13:00, time: 0.745, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0706, loss_rpn_bbox: 0.0601, loss_cls: 0.3077, acc: 90.7783, loss_bbox: 0.3311, loss_mask: 0.3825, loss: 1.1521 +2022-09-20 23:13:56,324 - mmdet - INFO - Epoch [1][1850/7330] lr: 3.778e-07, eta: 2 days, 9:06:05, time: 0.733, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0755, loss_rpn_bbox: 0.0628, loss_cls: 0.2957, acc: 91.1522, loss_bbox: 0.3162, loss_mask: 0.3752, loss: 1.1254 +2022-09-20 23:14:32,957 - mmdet - INFO - Epoch [1][1900/7330] lr: 3.778e-07, eta: 2 days, 8:59:29, time: 0.733, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0719, loss_rpn_bbox: 0.0628, loss_cls: 0.3025, acc: 90.9175, loss_bbox: 0.3226, loss_mask: 0.3742, loss: 1.1339 +2022-09-20 23:15:09,558 - mmdet - INFO - Epoch [1][1950/7330] lr: 3.778e-07, eta: 2 days, 8:53:05, time: 0.732, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0703, loss_rpn_bbox: 0.0582, loss_cls: 0.2836, acc: 91.4573, loss_bbox: 0.3047, loss_mask: 0.3732, loss: 1.0901 +2022-09-20 23:15:46,604 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-20 23:15:46,606 - mmdet - INFO - Epoch [1][2000/7330] lr: 3.778e-07, eta: 2 days, 8:47:59, time: 0.741, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0716, loss_rpn_bbox: 0.0601, loss_cls: 0.2882, acc: 91.3185, loss_bbox: 0.3148, loss_mask: 0.3734, loss: 1.1082 +2022-09-20 23:16:23,694 - mmdet - INFO - Epoch [1][2050/7330] lr: 3.778e-07, eta: 2 days, 8:43:11, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0725, loss_rpn_bbox: 0.0597, loss_cls: 0.2930, acc: 91.1860, loss_bbox: 0.3149, loss_mask: 0.3722, loss: 1.1123 +2022-09-20 23:17:01,079 - mmdet - INFO - Epoch [1][2100/7330] lr: 3.778e-07, eta: 2 days, 8:39:08, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0677, loss_rpn_bbox: 0.0589, loss_cls: 0.2909, acc: 91.0154, loss_bbox: 0.3270, loss_mask: 0.3642, loss: 1.1086 +2022-09-20 23:17:38,093 - mmdet - INFO - Epoch [1][2150/7330] lr: 3.778e-07, eta: 2 days, 8:34:31, time: 0.740, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0705, loss_rpn_bbox: 0.0647, loss_cls: 0.3013, acc: 90.7111, loss_bbox: 0.3361, loss_mask: 0.3714, loss: 1.1441 +2022-09-20 23:18:14,386 - mmdet - INFO - Epoch [1][2200/7330] lr: 3.778e-07, eta: 2 days, 8:28:46, time: 0.727, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0634, loss_rpn_bbox: 0.0551, loss_cls: 0.2852, acc: 91.4111, loss_bbox: 0.3080, loss_mask: 0.3535, loss: 1.0652 +2022-09-20 23:18:50,994 - mmdet - INFO - Epoch [1][2250/7330] lr: 3.778e-07, eta: 2 days, 8:23:46, time: 0.732, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0647, loss_rpn_bbox: 0.0585, loss_cls: 0.2803, acc: 91.4058, loss_bbox: 0.3139, loss_mask: 0.3598, loss: 1.0772 +2022-09-20 23:19:27,488 - mmdet - INFO - Epoch [1][2300/7330] lr: 3.778e-07, eta: 2 days, 8:18:45, time: 0.730, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0693, loss_rpn_bbox: 0.0615, loss_cls: 0.2925, acc: 90.8780, loss_bbox: 0.3270, loss_mask: 0.3576, loss: 1.1078 +2022-09-20 23:20:04,222 - mmdet - INFO - Epoch [1][2350/7330] lr: 3.778e-07, eta: 2 days, 8:14:16, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0676, loss_rpn_bbox: 0.0606, loss_cls: 0.2950, acc: 90.9454, loss_bbox: 0.3258, loss_mask: 0.3610, loss: 1.1099 +2022-09-20 23:20:40,891 - mmdet - INFO - Epoch [1][2400/7330] lr: 3.778e-07, eta: 2 days, 8:10:01, time: 0.734, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0635, loss_rpn_bbox: 0.0599, loss_cls: 0.2923, acc: 90.9727, loss_bbox: 0.3271, loss_mask: 0.3538, loss: 1.0965 +2022-09-20 23:21:17,506 - mmdet - INFO - Epoch [1][2450/7330] lr: 3.778e-07, eta: 2 days, 8:05:43, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0610, loss_rpn_bbox: 0.0556, loss_cls: 0.2812, acc: 91.2545, loss_bbox: 0.3160, loss_mask: 0.3554, loss: 1.0692 +2022-09-20 23:21:53,901 - mmdet - INFO - Epoch [1][2500/7330] lr: 3.778e-07, eta: 2 days, 8:01:12, time: 0.728, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0645, loss_rpn_bbox: 0.0572, loss_cls: 0.2874, acc: 91.1692, loss_bbox: 0.3190, loss_mask: 0.3526, loss: 1.0808 +2022-09-20 23:22:30,530 - mmdet - INFO - Epoch [1][2550/7330] lr: 3.778e-07, eta: 2 days, 7:57:13, time: 0.733, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0661, loss_rpn_bbox: 0.0561, loss_cls: 0.2795, acc: 91.4052, loss_bbox: 0.3128, loss_mask: 0.3538, loss: 1.0683 +2022-09-20 23:23:07,707 - mmdet - INFO - Epoch [1][2600/7330] lr: 3.778e-07, eta: 2 days, 7:54:18, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0666, loss_rpn_bbox: 0.0562, loss_cls: 0.2824, acc: 91.5635, loss_bbox: 0.3074, loss_mask: 0.3578, loss: 1.0705 +2022-09-20 23:23:44,727 - mmdet - INFO - Epoch [1][2650/7330] lr: 3.778e-07, eta: 2 days, 7:51:12, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0649, loss_rpn_bbox: 0.0578, loss_cls: 0.2824, acc: 91.1701, loss_bbox: 0.3150, loss_mask: 0.3535, loss: 1.0735 +2022-09-20 23:24:21,708 - mmdet - INFO - Epoch [1][2700/7330] lr: 3.778e-07, eta: 2 days, 7:48:08, time: 0.740, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0654, loss_rpn_bbox: 0.0594, loss_cls: 0.2882, acc: 90.9771, loss_bbox: 0.3275, loss_mask: 0.3536, loss: 1.0941 +2022-09-20 23:24:58,526 - mmdet - INFO - Epoch [1][2750/7330] lr: 3.778e-07, eta: 2 days, 7:44:54, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0665, loss_rpn_bbox: 0.0594, loss_cls: 0.2938, acc: 90.8926, loss_bbox: 0.3250, loss_mask: 0.3551, loss: 1.0996 +2022-09-20 23:25:35,557 - mmdet - INFO - Epoch [1][2800/7330] lr: 3.778e-07, eta: 2 days, 7:42:05, time: 0.741, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0641, loss_rpn_bbox: 0.0552, loss_cls: 0.2874, acc: 91.0122, loss_bbox: 0.3249, loss_mask: 0.3433, loss: 1.0748 +2022-09-20 23:26:12,464 - mmdet - INFO - Epoch [1][2850/7330] lr: 3.778e-07, eta: 2 days, 7:39:10, time: 0.738, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0638, loss_rpn_bbox: 0.0544, loss_cls: 0.2816, acc: 91.3174, loss_bbox: 0.3099, loss_mask: 0.3509, loss: 1.0606 +2022-09-20 23:26:48,824 - mmdet - INFO - Epoch [1][2900/7330] lr: 3.778e-07, eta: 2 days, 7:35:30, time: 0.727, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0649, loss_rpn_bbox: 0.0583, loss_cls: 0.2928, acc: 90.8223, loss_bbox: 0.3276, loss_mask: 0.3503, loss: 1.0939 +2022-09-20 23:27:25,950 - mmdet - INFO - Epoch [1][2950/7330] lr: 3.778e-07, eta: 2 days, 7:33:04, time: 0.743, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.0577, loss_cls: 0.2806, acc: 91.1128, loss_bbox: 0.3190, loss_mask: 0.3421, loss: 1.0630 +2022-09-20 23:28:02,482 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-20 23:28:02,524 - mmdet - INFO - Epoch [1][3000/7330] lr: 3.778e-07, eta: 2 days, 7:29:50, time: 0.731, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0613, loss_rpn_bbox: 0.0548, loss_cls: 0.2799, acc: 91.2010, loss_bbox: 0.3177, loss_mask: 0.3436, loss: 1.0573 +2022-09-20 23:28:39,301 - mmdet - INFO - Epoch [1][3050/7330] lr: 3.778e-07, eta: 2 days, 7:27:06, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0572, loss_cls: 0.2779, acc: 91.2205, loss_bbox: 0.3108, loss_mask: 0.3416, loss: 1.0482 +2022-09-20 23:29:15,965 - mmdet - INFO - Epoch [1][3100/7330] lr: 3.778e-07, eta: 2 days, 7:24:13, time: 0.733, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0602, loss_rpn_bbox: 0.0544, loss_cls: 0.2889, acc: 91.0058, loss_bbox: 0.3168, loss_mask: 0.3434, loss: 1.0638 +2022-09-20 23:29:52,338 - mmdet - INFO - Epoch [1][3150/7330] lr: 3.778e-07, eta: 2 days, 7:21:00, time: 0.727, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0620, loss_rpn_bbox: 0.0564, loss_cls: 0.2966, acc: 90.6965, loss_bbox: 0.3283, loss_mask: 0.3426, loss: 1.0860 +2022-09-20 23:30:28,274 - mmdet - INFO - Epoch [1][3200/7330] lr: 3.778e-07, eta: 2 days, 7:17:16, time: 0.719, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0598, loss_rpn_bbox: 0.0539, loss_cls: 0.2858, acc: 91.1041, loss_bbox: 0.3183, loss_mask: 0.3366, loss: 1.0545 +2022-09-20 23:31:05,174 - mmdet - INFO - Epoch [1][3250/7330] lr: 3.778e-07, eta: 2 days, 7:14:55, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0609, loss_rpn_bbox: 0.0551, loss_cls: 0.2933, acc: 90.9695, loss_bbox: 0.3221, loss_mask: 0.3328, loss: 1.0643 +2022-09-20 23:31:41,883 - mmdet - INFO - Epoch [1][3300/7330] lr: 3.778e-07, eta: 2 days, 7:12:23, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0643, loss_rpn_bbox: 0.0535, loss_cls: 0.2739, acc: 91.3230, loss_bbox: 0.3085, loss_mask: 0.3347, loss: 1.0350 +2022-09-20 23:32:18,779 - mmdet - INFO - Epoch [1][3350/7330] lr: 3.778e-07, eta: 2 days, 7:10:08, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0658, loss_rpn_bbox: 0.0555, loss_cls: 0.2883, acc: 90.9927, loss_bbox: 0.3230, loss_mask: 0.3403, loss: 1.0728 +2022-09-20 23:32:55,880 - mmdet - INFO - Epoch [1][3400/7330] lr: 3.778e-07, eta: 2 days, 7:08:12, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0634, loss_rpn_bbox: 0.0574, loss_cls: 0.2841, acc: 91.2010, loss_bbox: 0.3123, loss_mask: 0.3424, loss: 1.0597 +2022-09-20 23:33:32,761 - mmdet - INFO - Epoch [1][3450/7330] lr: 3.778e-07, eta: 2 days, 7:06:02, time: 0.738, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0645, loss_rpn_bbox: 0.0591, loss_cls: 0.2972, acc: 90.5642, loss_bbox: 0.3359, loss_mask: 0.3323, loss: 1.0889 +2022-09-20 23:34:09,205 - mmdet - INFO - Epoch [1][3500/7330] lr: 3.778e-07, eta: 2 days, 7:03:22, time: 0.729, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0535, loss_cls: 0.2778, acc: 91.3418, loss_bbox: 0.3099, loss_mask: 0.3338, loss: 1.0358 +2022-09-20 23:34:46,010 - mmdet - INFO - Epoch [1][3550/7330] lr: 3.778e-07, eta: 2 days, 7:01:12, time: 0.736, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0531, loss_cls: 0.2828, acc: 91.1865, loss_bbox: 0.3178, loss_mask: 0.3311, loss: 1.0420 +2022-09-20 23:35:22,416 - mmdet - INFO - Epoch [1][3600/7330] lr: 3.778e-07, eta: 2 days, 6:58:35, time: 0.728, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0535, loss_cls: 0.2840, acc: 91.0164, loss_bbox: 0.3169, loss_mask: 0.3280, loss: 1.0414 +2022-09-20 23:35:59,292 - mmdet - INFO - Epoch [1][3650/7330] lr: 3.778e-07, eta: 2 days, 6:56:36, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0612, loss_rpn_bbox: 0.0560, loss_cls: 0.2885, acc: 90.9500, loss_bbox: 0.3203, loss_mask: 0.3366, loss: 1.0626 +2022-09-20 23:36:36,015 - mmdet - INFO - Epoch [1][3700/7330] lr: 3.778e-07, eta: 2 days, 6:54:28, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0653, loss_rpn_bbox: 0.0559, loss_cls: 0.2840, acc: 91.0759, loss_bbox: 0.3185, loss_mask: 0.3397, loss: 1.0634 +2022-09-20 23:37:12,323 - mmdet - INFO - Epoch [1][3750/7330] lr: 3.778e-07, eta: 2 days, 6:51:52, time: 0.726, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0533, loss_cls: 0.2694, acc: 91.5095, loss_bbox: 0.3051, loss_mask: 0.3296, loss: 1.0148 +2022-09-20 23:37:48,958 - mmdet - INFO - Epoch [1][3800/7330] lr: 3.778e-07, eta: 2 days, 6:49:44, time: 0.733, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0536, loss_cls: 0.2834, acc: 90.8616, loss_bbox: 0.3231, loss_mask: 0.3233, loss: 1.0425 +2022-09-20 23:38:25,554 - mmdet - INFO - Epoch [1][3850/7330] lr: 3.778e-07, eta: 2 days, 6:47:35, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0542, loss_cls: 0.2975, acc: 90.5527, loss_bbox: 0.3373, loss_mask: 0.3350, loss: 1.0804 +2022-09-20 23:39:02,340 - mmdet - INFO - Epoch [1][3900/7330] lr: 3.778e-07, eta: 2 days, 6:45:41, time: 0.736, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0510, loss_cls: 0.2694, acc: 91.3206, loss_bbox: 0.3059, loss_mask: 0.3296, loss: 1.0100 +2022-09-20 23:39:39,620 - mmdet - INFO - Epoch [1][3950/7330] lr: 3.778e-07, eta: 2 days, 6:44:21, time: 0.746, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0628, loss_rpn_bbox: 0.0566, loss_cls: 0.2877, acc: 90.9713, loss_bbox: 0.3254, loss_mask: 0.3324, loss: 1.0648 +2022-09-20 23:40:17,108 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-20 23:40:17,109 - mmdet - INFO - Epoch [1][4000/7330] lr: 3.778e-07, eta: 2 days, 6:43:16, time: 0.750, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0620, loss_rpn_bbox: 0.0563, loss_cls: 0.2839, acc: 90.8699, loss_bbox: 0.3252, loss_mask: 0.3338, loss: 1.0612 +2022-09-20 23:40:53,504 - mmdet - INFO - Epoch [1][4050/7330] lr: 3.778e-07, eta: 2 days, 6:41:02, time: 0.728, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0526, loss_cls: 0.2773, acc: 91.1040, loss_bbox: 0.3216, loss_mask: 0.3342, loss: 1.0425 +2022-09-20 23:41:30,334 - mmdet - INFO - Epoch [1][4100/7330] lr: 3.778e-07, eta: 2 days, 6:39:17, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0516, loss_cls: 0.2756, acc: 91.3623, loss_bbox: 0.3149, loss_mask: 0.3260, loss: 1.0246 +2022-09-20 23:42:08,050 - mmdet - INFO - Epoch [1][4150/7330] lr: 3.778e-07, eta: 2 days, 6:38:27, time: 0.754, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0535, loss_cls: 0.2831, acc: 91.0723, loss_bbox: 0.3226, loss_mask: 0.3235, loss: 1.0417 +2022-09-20 23:42:44,889 - mmdet - INFO - Epoch [1][4200/7330] lr: 3.778e-07, eta: 2 days, 6:36:48, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0552, loss_cls: 0.2848, acc: 90.8247, loss_bbox: 0.3256, loss_mask: 0.3250, loss: 1.0483 +2022-09-20 23:43:22,563 - mmdet - INFO - Epoch [1][4250/7330] lr: 3.778e-07, eta: 2 days, 6:35:58, time: 0.753, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0502, loss_cls: 0.2772, acc: 91.3533, loss_bbox: 0.3080, loss_mask: 0.3163, loss: 1.0102 +2022-09-20 23:43:58,972 - mmdet - INFO - Epoch [1][4300/7330] lr: 3.778e-07, eta: 2 days, 6:33:54, time: 0.728, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0603, loss_rpn_bbox: 0.0543, loss_cls: 0.2836, acc: 91.0710, loss_bbox: 0.3223, loss_mask: 0.3240, loss: 1.0444 +2022-09-20 23:44:35,226 - mmdet - INFO - Epoch [1][4350/7330] lr: 3.778e-07, eta: 2 days, 6:31:42, time: 0.725, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.0540, loss_cls: 0.2911, acc: 90.8381, loss_bbox: 0.3252, loss_mask: 0.3277, loss: 1.0575 +2022-09-20 23:45:12,615 - mmdet - INFO - Epoch [1][4400/7330] lr: 3.778e-07, eta: 2 days, 6:30:38, time: 0.748, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0477, loss_cls: 0.2764, acc: 91.3977, loss_bbox: 0.3051, loss_mask: 0.3157, loss: 0.9973 +2022-09-20 23:45:49,923 - mmdet - INFO - Epoch [1][4450/7330] lr: 3.778e-07, eta: 2 days, 6:29:31, time: 0.746, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0543, loss_cls: 0.2780, acc: 91.1074, loss_bbox: 0.3228, loss_mask: 0.3223, loss: 1.0330 +2022-09-20 23:46:26,241 - mmdet - INFO - Epoch [1][4500/7330] lr: 3.778e-07, eta: 2 days, 6:27:27, time: 0.726, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0639, loss_rpn_bbox: 0.0535, loss_cls: 0.2834, acc: 91.0039, loss_bbox: 0.3141, loss_mask: 0.3200, loss: 1.0349 +2022-09-20 23:47:02,568 - mmdet - INFO - Epoch [1][4550/7330] lr: 3.778e-07, eta: 2 days, 6:25:25, time: 0.726, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0524, loss_cls: 0.2776, acc: 91.2009, loss_bbox: 0.3131, loss_mask: 0.3207, loss: 1.0214 +2022-09-20 23:47:38,787 - mmdet - INFO - Epoch [1][4600/7330] lr: 3.778e-07, eta: 2 days, 6:23:20, time: 0.725, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0541, loss_cls: 0.2859, acc: 90.9841, loss_bbox: 0.3221, loss_mask: 0.3157, loss: 1.0351 +2022-09-20 23:48:14,732 - mmdet - INFO - Epoch [1][4650/7330] lr: 3.778e-07, eta: 2 days, 6:21:02, time: 0.719, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0527, loss_cls: 0.2770, acc: 91.2112, loss_bbox: 0.3133, loss_mask: 0.3177, loss: 1.0169 +2022-09-20 23:48:51,238 - mmdet - INFO - Epoch [1][4700/7330] lr: 3.778e-07, eta: 2 days, 6:19:16, time: 0.730, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0541, loss_cls: 0.2771, acc: 91.3298, loss_bbox: 0.3099, loss_mask: 0.3179, loss: 1.0164 +2022-09-20 23:49:27,993 - mmdet - INFO - Epoch [1][4750/7330] lr: 3.778e-07, eta: 2 days, 6:17:45, time: 0.735, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0554, loss_cls: 0.2858, acc: 90.8284, loss_bbox: 0.3191, loss_mask: 0.3184, loss: 1.0377 +2022-09-20 23:50:04,692 - mmdet - INFO - Epoch [1][4800/7330] lr: 3.778e-07, eta: 2 days, 6:16:11, time: 0.733, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0506, loss_cls: 0.2815, acc: 91.0242, loss_bbox: 0.3139, loss_mask: 0.3163, loss: 1.0162 +2022-09-20 23:50:41,682 - mmdet - INFO - Epoch [1][4850/7330] lr: 3.778e-07, eta: 2 days, 6:14:57, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0513, loss_cls: 0.2761, acc: 91.2976, loss_bbox: 0.3080, loss_mask: 0.3158, loss: 1.0048 +2022-09-20 23:51:18,216 - mmdet - INFO - Epoch [1][4900/7330] lr: 3.778e-07, eta: 2 days, 6:13:17, time: 0.731, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0524, loss_cls: 0.2762, acc: 91.2898, loss_bbox: 0.3133, loss_mask: 0.3185, loss: 1.0151 +2022-09-20 23:51:54,990 - mmdet - INFO - Epoch [1][4950/7330] lr: 3.778e-07, eta: 2 days, 6:11:52, time: 0.736, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0518, loss_cls: 0.2700, acc: 91.4084, loss_bbox: 0.3034, loss_mask: 0.3126, loss: 0.9929 +2022-09-20 23:52:31,971 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-20 23:52:31,971 - mmdet - INFO - Epoch [1][5000/7330] lr: 3.778e-07, eta: 2 days, 6:10:38, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0604, loss_rpn_bbox: 0.0536, loss_cls: 0.2740, acc: 91.1914, loss_bbox: 0.3171, loss_mask: 0.3102, loss: 1.0153 +2022-09-20 23:53:08,946 - mmdet - INFO - Epoch [1][5050/7330] lr: 3.778e-07, eta: 2 days, 6:09:25, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0521, loss_cls: 0.2758, acc: 91.1304, loss_bbox: 0.3136, loss_mask: 0.3188, loss: 1.0174 +2022-09-20 23:53:45,694 - mmdet - INFO - Epoch [1][5100/7330] lr: 3.778e-07, eta: 2 days, 6:08:01, time: 0.735, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0568, loss_rpn_bbox: 0.0563, loss_cls: 0.2775, acc: 91.1499, loss_bbox: 0.3158, loss_mask: 0.3129, loss: 1.0192 +2022-09-20 23:54:23,576 - mmdet - INFO - Epoch [1][5150/7330] lr: 3.778e-07, eta: 2 days, 6:07:35, time: 0.758, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0508, loss_cls: 0.2684, acc: 91.3376, loss_bbox: 0.3066, loss_mask: 0.3146, loss: 0.9932 +2022-09-20 23:55:00,247 - mmdet - INFO - Epoch [1][5200/7330] lr: 3.778e-07, eta: 2 days, 6:06:08, time: 0.733, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0499, loss_cls: 0.2776, acc: 91.0862, loss_bbox: 0.3221, loss_mask: 0.3126, loss: 1.0157 +2022-09-20 23:55:37,248 - mmdet - INFO - Epoch [1][5250/7330] lr: 3.778e-07, eta: 2 days, 6:04:59, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0479, loss_cls: 0.2733, acc: 91.2803, loss_bbox: 0.3118, loss_mask: 0.3122, loss: 0.9979 +2022-09-20 23:56:13,515 - mmdet - INFO - Epoch [1][5300/7330] lr: 3.778e-07, eta: 2 days, 6:03:14, time: 0.725, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0471, loss_cls: 0.2557, acc: 91.9236, loss_bbox: 0.2953, loss_mask: 0.3085, loss: 0.9551 +2022-09-20 23:56:49,811 - mmdet - INFO - Epoch [1][5350/7330] lr: 3.778e-07, eta: 2 days, 6:01:32, time: 0.726, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0500, loss_cls: 0.2675, acc: 91.5066, loss_bbox: 0.3028, loss_mask: 0.3114, loss: 0.9861 +2022-09-20 23:57:27,277 - mmdet - INFO - Epoch [1][5400/7330] lr: 3.778e-07, eta: 2 days, 6:00:47, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0534, loss_cls: 0.2845, acc: 90.9939, loss_bbox: 0.3253, loss_mask: 0.3166, loss: 1.0363 +2022-09-20 23:58:04,793 - mmdet - INFO - Epoch [1][5450/7330] lr: 3.778e-07, eta: 2 days, 6:00:03, time: 0.750, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0548, loss_cls: 0.2865, acc: 90.9412, loss_bbox: 0.3154, loss_mask: 0.3147, loss: 1.0269 +2022-09-20 23:58:41,647 - mmdet - INFO - Epoch [1][5500/7330] lr: 3.778e-07, eta: 2 days, 5:58:52, time: 0.738, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0517, loss_cls: 0.2700, acc: 91.4746, loss_bbox: 0.3062, loss_mask: 0.3123, loss: 0.9963 +2022-09-20 23:59:18,705 - mmdet - INFO - Epoch [1][5550/7330] lr: 3.778e-07, eta: 2 days, 5:57:48, time: 0.741, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0533, loss_cls: 0.2764, acc: 91.1299, loss_bbox: 0.3149, loss_mask: 0.3147, loss: 1.0109 +2022-09-20 23:59:55,290 - mmdet - INFO - Epoch [1][5600/7330] lr: 3.778e-07, eta: 2 days, 5:56:24, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0532, loss_cls: 0.2754, acc: 91.2351, loss_bbox: 0.3142, loss_mask: 0.3181, loss: 1.0191 +2022-09-21 00:00:34,596 - mmdet - INFO - Epoch [1][5650/7330] lr: 3.778e-07, eta: 2 days, 5:57:04, time: 0.786, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0500, loss_cls: 0.2623, acc: 91.4727, loss_bbox: 0.3031, loss_mask: 0.3064, loss: 0.9729 +2022-09-21 00:01:11,721 - mmdet - INFO - Epoch [1][5700/7330] lr: 3.778e-07, eta: 2 days, 5:56:05, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0535, loss_cls: 0.2722, acc: 91.1702, loss_bbox: 0.3137, loss_mask: 0.3190, loss: 1.0144 +2022-09-21 00:01:48,879 - mmdet - INFO - Epoch [1][5750/7330] lr: 3.778e-07, eta: 2 days, 5:55:08, time: 0.743, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0505, loss_cls: 0.2508, acc: 91.8242, loss_bbox: 0.2951, loss_mask: 0.3018, loss: 0.9513 +2022-09-21 00:02:26,691 - mmdet - INFO - Epoch [1][5800/7330] lr: 3.778e-07, eta: 2 days, 5:54:39, time: 0.756, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0513, loss_cls: 0.2690, acc: 91.3779, loss_bbox: 0.3060, loss_mask: 0.3110, loss: 0.9959 +2022-09-21 00:03:04,235 - mmdet - INFO - Epoch [1][5850/7330] lr: 3.778e-07, eta: 2 days, 5:53:58, time: 0.750, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0493, loss_cls: 0.2693, acc: 91.2437, loss_bbox: 0.3082, loss_mask: 0.3013, loss: 0.9775 +2022-09-21 00:03:41,109 - mmdet - INFO - Epoch [1][5900/7330] lr: 3.778e-07, eta: 2 days, 5:52:50, time: 0.738, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0493, loss_cls: 0.2578, acc: 91.6287, loss_bbox: 0.2985, loss_mask: 0.3079, loss: 0.9683 +2022-09-21 00:04:17,637 - mmdet - INFO - Epoch [1][5950/7330] lr: 3.778e-07, eta: 2 days, 5:51:26, time: 0.731, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0525, loss_cls: 0.2656, acc: 91.2373, loss_bbox: 0.3124, loss_mask: 0.3089, loss: 0.9954 +2022-09-21 00:04:53,666 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 00:04:53,670 - mmdet - INFO - Epoch [1][6000/7330] lr: 3.778e-07, eta: 2 days, 5:49:42, time: 0.721, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0504, loss_cls: 0.2713, acc: 91.6045, loss_bbox: 0.2925, loss_mask: 0.3011, loss: 0.9697 +2022-09-21 00:05:30,352 - mmdet - INFO - Epoch [1][6050/7330] lr: 3.778e-07, eta: 2 days, 5:48:26, time: 0.734, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0480, loss_cls: 0.2672, acc: 91.3630, loss_bbox: 0.3097, loss_mask: 0.3047, loss: 0.9791 +2022-09-21 00:06:08,036 - mmdet - INFO - Epoch [1][6100/7330] lr: 3.778e-07, eta: 2 days, 5:47:54, time: 0.754, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0506, loss_cls: 0.2636, acc: 91.4487, loss_bbox: 0.3001, loss_mask: 0.3003, loss: 0.9675 +2022-09-21 00:06:44,860 - mmdet - INFO - Epoch [1][6150/7330] lr: 3.778e-07, eta: 2 days, 5:46:43, time: 0.736, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0508, loss_cls: 0.2647, acc: 91.4661, loss_bbox: 0.3106, loss_mask: 0.3063, loss: 0.9875 +2022-09-21 00:07:21,728 - mmdet - INFO - Epoch [1][6200/7330] lr: 3.778e-07, eta: 2 days, 5:45:37, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0502, loss_cls: 0.2668, acc: 91.3203, loss_bbox: 0.3049, loss_mask: 0.3056, loss: 0.9800 +2022-09-21 00:07:58,566 - mmdet - INFO - Epoch [1][6250/7330] lr: 3.778e-07, eta: 2 days, 5:44:31, time: 0.737, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0499, loss_cls: 0.2685, acc: 91.2380, loss_bbox: 0.3074, loss_mask: 0.3048, loss: 0.9787 +2022-09-21 00:08:35,005 - mmdet - INFO - Epoch [1][6300/7330] lr: 3.778e-07, eta: 2 days, 5:43:07, time: 0.728, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0522, loss_cls: 0.2715, acc: 91.2798, loss_bbox: 0.3089, loss_mask: 0.3023, loss: 0.9874 +2022-09-21 00:09:11,545 - mmdet - INFO - Epoch [1][6350/7330] lr: 3.778e-07, eta: 2 days, 5:41:50, time: 0.731, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0474, loss_cls: 0.2590, acc: 91.5469, loss_bbox: 0.2981, loss_mask: 0.2990, loss: 0.9533 +2022-09-21 00:09:48,407 - mmdet - INFO - Epoch [1][6400/7330] lr: 3.778e-07, eta: 2 days, 5:40:46, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0492, loss_cls: 0.2557, acc: 91.7971, loss_bbox: 0.2934, loss_mask: 0.3049, loss: 0.9566 +2022-09-21 00:10:24,464 - mmdet - INFO - Epoch [1][6450/7330] lr: 3.778e-07, eta: 2 days, 5:39:10, time: 0.721, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0469, loss_cls: 0.2496, acc: 91.9192, loss_bbox: 0.2878, loss_mask: 0.2901, loss: 0.9253 +2022-09-21 00:11:01,383 - mmdet - INFO - Epoch [1][6500/7330] lr: 3.778e-07, eta: 2 days, 5:38:09, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0516, loss_cls: 0.2652, acc: 91.4482, loss_bbox: 0.3044, loss_mask: 0.3098, loss: 0.9838 +2022-09-21 00:11:38,574 - mmdet - INFO - Epoch [1][6550/7330] lr: 3.778e-07, eta: 2 days, 5:37:19, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0508, loss_cls: 0.2638, acc: 91.5247, loss_bbox: 0.3018, loss_mask: 0.2955, loss: 0.9610 +2022-09-21 00:12:15,618 - mmdet - INFO - Epoch [1][6600/7330] lr: 3.778e-07, eta: 2 days, 5:36:23, time: 0.741, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0479, loss_cls: 0.2604, acc: 91.6155, loss_bbox: 0.3011, loss_mask: 0.3005, loss: 0.9608 +2022-09-21 00:12:52,490 - mmdet - INFO - Epoch [1][6650/7330] lr: 3.778e-07, eta: 2 days, 5:35:21, time: 0.737, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0480, loss_cls: 0.2596, acc: 91.5464, loss_bbox: 0.2999, loss_mask: 0.2966, loss: 0.9536 +2022-09-21 00:13:29,808 - mmdet - INFO - Epoch [1][6700/7330] lr: 3.778e-07, eta: 2 days, 5:34:37, time: 0.746, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0521, loss_cls: 0.2760, acc: 91.0432, loss_bbox: 0.3173, loss_mask: 0.3088, loss: 1.0074 +2022-09-21 00:14:07,516 - mmdet - INFO - Epoch [1][6750/7330] lr: 3.778e-07, eta: 2 days, 5:34:06, time: 0.754, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0489, loss_cls: 0.2584, acc: 91.5684, loss_bbox: 0.2953, loss_mask: 0.3002, loss: 0.9557 +2022-09-21 00:14:44,511 - mmdet - INFO - Epoch [1][6800/7330] lr: 3.778e-07, eta: 2 days, 5:33:11, time: 0.740, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0540, loss_cls: 0.2693, acc: 91.2769, loss_bbox: 0.3119, loss_mask: 0.3076, loss: 0.9968 +2022-09-21 00:15:21,284 - mmdet - INFO - Epoch [1][6850/7330] lr: 3.778e-07, eta: 2 days, 5:32:06, time: 0.735, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0496, loss_cls: 0.2656, acc: 91.3623, loss_bbox: 0.3001, loss_mask: 0.2967, loss: 0.9642 +2022-09-21 00:15:58,825 - mmdet - INFO - Epoch [1][6900/7330] lr: 3.778e-07, eta: 2 days, 5:31:30, time: 0.751, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0505, loss_cls: 0.2622, acc: 91.3865, loss_bbox: 0.3081, loss_mask: 0.2990, loss: 0.9704 +2022-09-21 00:16:35,025 - mmdet - INFO - Epoch [1][6950/7330] lr: 3.778e-07, eta: 2 days, 5:30:05, time: 0.724, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0495, loss_cls: 0.2606, acc: 91.4431, loss_bbox: 0.3070, loss_mask: 0.3041, loss: 0.9706 +2022-09-21 00:17:11,433 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 00:17:11,436 - mmdet - INFO - Epoch [1][7000/7330] lr: 3.778e-07, eta: 2 days, 5:28:48, time: 0.728, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0507, loss_cls: 0.2497, acc: 91.7524, loss_bbox: 0.2931, loss_mask: 0.2962, loss: 0.9402 +2022-09-21 00:17:47,820 - mmdet - INFO - Epoch [1][7050/7330] lr: 3.778e-07, eta: 2 days, 5:27:31, time: 0.728, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0503, loss_cls: 0.2536, acc: 91.7278, loss_bbox: 0.3000, loss_mask: 0.3003, loss: 0.9550 +2022-09-21 00:18:24,237 - mmdet - INFO - Epoch [1][7100/7330] lr: 3.778e-07, eta: 2 days, 5:26:15, time: 0.728, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0457, loss_cls: 0.2524, acc: 91.7847, loss_bbox: 0.2893, loss_mask: 0.2919, loss: 0.9283 +2022-09-21 00:19:00,536 - mmdet - INFO - Epoch [1][7150/7330] lr: 3.778e-07, eta: 2 days, 5:24:56, time: 0.726, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0478, loss_cls: 0.2599, acc: 91.6389, loss_bbox: 0.2908, loss_mask: 0.2951, loss: 0.9428 +2022-09-21 00:19:37,487 - mmdet - INFO - Epoch [1][7200/7330] lr: 3.778e-07, eta: 2 days, 5:24:01, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0560, loss_cls: 0.2732, acc: 91.0552, loss_bbox: 0.3130, loss_mask: 0.3078, loss: 1.0072 +2022-09-21 00:20:14,981 - mmdet - INFO - Epoch [1][7250/7330] lr: 3.778e-07, eta: 2 days, 5:23:25, time: 0.750, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0540, loss_cls: 0.2642, acc: 91.3606, loss_bbox: 0.3078, loss_mask: 0.3011, loss: 0.9823 +2022-09-21 00:20:52,028 - mmdet - INFO - Epoch [1][7300/7330] lr: 3.778e-07, eta: 2 days, 5:22:32, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0473, loss_cls: 0.2537, acc: 91.7280, loss_bbox: 0.2920, loss_mask: 0.2975, loss: 0.9393 +2022-09-21 00:21:23,505 - mmdet - INFO - Saving checkpoint at 1 epochs +2022-09-21 00:23:49,200 - mmdet - INFO - Evaluating bbox... +2022-09-21 00:24:24,018 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.309 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.565 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.311 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.190 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.340 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.418 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.454 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.454 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.454 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.283 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.495 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.588 + +2022-09-21 00:24:24,019 - mmdet - INFO - Evaluating segm... +2022-09-21 00:25:03,445 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.298 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.533 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.302 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.132 + 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 ] = 0.465 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.428 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.428 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.428 + 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 ] = 0.478 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.584 + +2022-09-21 00:25:04,188 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 00:25:04,189 - mmdet - INFO - Epoch(val) [1][625] bbox_mAP: 0.3090, bbox_mAP_50: 0.5650, bbox_mAP_75: 0.3110, bbox_mAP_s: 0.1900, bbox_mAP_m: 0.3400, bbox_mAP_l: 0.4180, bbox_mAP_copypaste: 0.309 0.565 0.311 0.190 0.340 0.418, segm_mAP: 0.2980, segm_mAP_50: 0.5330, segm_mAP_75: 0.3020, segm_mAP_s: 0.1320, segm_mAP_m: 0.3280, segm_mAP_l: 0.4650, segm_mAP_copypaste: 0.298 0.533 0.302 0.132 0.328 0.465 +2022-09-21 00:27:29,152 - mmdet - INFO - Epoch [2][50/7330] lr: 3.778e-07, eta: 2 days, 6:10:48, time: 2.899, data_time: 2.156, memory: 54023, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0471, loss_cls: 0.2519, acc: 91.6990, loss_bbox: 0.2959, loss_mask: 0.2909, loss: 0.9343 +2022-09-21 00:28:06,170 - mmdet - INFO - Epoch [2][100/7330] lr: 3.778e-07, eta: 2 days, 6:09:35, time: 0.740, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0486, loss_cls: 0.2586, acc: 91.4753, loss_bbox: 0.3024, loss_mask: 0.2929, loss: 0.9511 +2022-09-21 00:28:43,017 - mmdet - INFO - Epoch [2][150/7330] lr: 3.778e-07, eta: 2 days, 6:08:17, time: 0.737, data_time: 0.024, memory: 54023, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0480, loss_cls: 0.2603, acc: 91.3381, loss_bbox: 0.3066, loss_mask: 0.3117, loss: 0.9776 +2022-09-21 00:29:19,834 - mmdet - INFO - Epoch [2][200/7330] lr: 3.778e-07, eta: 2 days, 6:06:58, time: 0.736, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0505, loss_cls: 0.2575, acc: 91.5342, loss_bbox: 0.3046, loss_mask: 0.2953, loss: 0.9583 +2022-09-21 00:29:57,126 - mmdet - INFO - Epoch [2][250/7330] lr: 3.778e-07, eta: 2 days, 6:05:56, time: 0.746, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0485, loss_cls: 0.2468, acc: 91.7532, loss_bbox: 0.3003, loss_mask: 0.2971, loss: 0.9401 +2022-09-21 00:30:35,304 - mmdet - INFO - Epoch [2][300/7330] lr: 3.778e-07, eta: 2 days, 6:05:25, time: 0.764, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0503, loss_cls: 0.2555, acc: 91.4519, loss_bbox: 0.3011, loss_mask: 0.2975, loss: 0.9547 +2022-09-21 00:31:12,102 - mmdet - INFO - Epoch [2][350/7330] lr: 3.778e-07, eta: 2 days, 6:04:07, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0475, loss_cls: 0.2423, acc: 91.9628, loss_bbox: 0.2886, loss_mask: 0.2918, loss: 0.9184 +2022-09-21 00:31:48,729 - mmdet - INFO - Epoch [2][400/7330] lr: 3.778e-07, eta: 2 days, 6:02:44, time: 0.732, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0481, loss_cls: 0.2405, acc: 91.9866, loss_bbox: 0.2900, loss_mask: 0.2897, loss: 0.9174 +2022-09-21 00:32:25,889 - mmdet - INFO - Epoch [2][450/7330] lr: 3.778e-07, eta: 2 days, 6:01:39, time: 0.743, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0511, loss_cls: 0.2633, acc: 91.3188, loss_bbox: 0.3103, loss_mask: 0.2960, loss: 0.9690 +2022-09-21 00:33:02,823 - mmdet - INFO - Epoch [2][500/7330] lr: 3.778e-07, eta: 2 days, 6:00:27, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0507, loss_cls: 0.2555, acc: 91.6038, loss_bbox: 0.3002, loss_mask: 0.2966, loss: 0.9519 +2022-09-21 00:33:39,426 - mmdet - INFO - Epoch [2][550/7330] lr: 3.778e-07, eta: 2 days, 5:59:04, time: 0.732, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0481, loss_cls: 0.2409, acc: 92.1667, loss_bbox: 0.2881, loss_mask: 0.2869, loss: 0.9091 +2022-09-21 00:34:16,279 - mmdet - INFO - Epoch [2][600/7330] lr: 3.778e-07, eta: 2 days, 5:57:51, time: 0.738, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0487, loss_cls: 0.2569, acc: 91.5249, loss_bbox: 0.3018, loss_mask: 0.2967, loss: 0.9534 +2022-09-21 00:34:53,238 - mmdet - INFO - Epoch [2][650/7330] lr: 3.778e-07, eta: 2 days, 5:56:41, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0470, loss_cls: 0.2515, acc: 91.7561, loss_bbox: 0.2972, loss_mask: 0.3000, loss: 0.9430 +2022-09-21 00:35:30,195 - mmdet - INFO - Epoch [2][700/7330] lr: 3.778e-07, eta: 2 days, 5:55:32, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0509, loss_cls: 0.2561, acc: 91.6306, loss_bbox: 0.2949, loss_mask: 0.2941, loss: 0.9466 +2022-09-21 00:36:06,990 - mmdet - INFO - Epoch [2][750/7330] lr: 3.778e-07, eta: 2 days, 5:54:17, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0498, loss_cls: 0.2596, acc: 91.4062, loss_bbox: 0.3046, loss_mask: 0.2992, loss: 0.9632 +2022-09-21 00:36:43,525 - mmdet - INFO - Epoch [2][800/7330] lr: 3.778e-07, eta: 2 days, 5:52:55, time: 0.730, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0510, loss_cls: 0.2538, acc: 91.5066, loss_bbox: 0.3019, loss_mask: 0.2955, loss: 0.9523 +2022-09-21 00:37:21,110 - mmdet - INFO - Epoch [2][850/7330] lr: 3.778e-07, eta: 2 days, 5:52:07, time: 0.752, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0460, loss_cls: 0.2546, acc: 91.8059, loss_bbox: 0.2889, loss_mask: 0.2953, loss: 0.9329 +2022-09-21 00:37:58,209 - mmdet - INFO - Epoch [2][900/7330] lr: 3.778e-07, eta: 2 days, 5:51:04, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0470, loss_cls: 0.2511, acc: 91.7271, loss_bbox: 0.2920, loss_mask: 0.2906, loss: 0.9281 +2022-09-21 00:38:34,636 - mmdet - INFO - Epoch [2][950/7330] lr: 3.778e-07, eta: 2 days, 5:49:38, time: 0.728, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0465, loss_cls: 0.2403, acc: 92.0845, loss_bbox: 0.2788, loss_mask: 0.2881, loss: 0.9014 +2022-09-21 00:39:11,187 - mmdet - INFO - Epoch [2][1000/7330] lr: 3.778e-07, eta: 2 days, 5:48:20, time: 0.732, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0456, loss_cls: 0.2410, acc: 92.0881, loss_bbox: 0.2836, loss_mask: 0.2837, loss: 0.8990 +2022-09-21 00:39:48,054 - mmdet - INFO - Epoch [2][1050/7330] lr: 3.778e-07, eta: 2 days, 5:47:11, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0475, loss_cls: 0.2509, acc: 91.7604, loss_bbox: 0.2898, loss_mask: 0.2937, loss: 0.9310 +2022-09-21 00:40:24,912 - mmdet - INFO - Epoch [2][1100/7330] lr: 3.778e-07, eta: 2 days, 5:46:01, time: 0.737, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0469, loss_cls: 0.2502, acc: 91.7615, loss_bbox: 0.2931, loss_mask: 0.2934, loss: 0.9281 +2022-09-21 00:41:02,253 - mmdet - INFO - Epoch [2][1150/7330] lr: 3.778e-07, eta: 2 days, 5:45:06, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0501, loss_cls: 0.2573, acc: 91.5186, loss_bbox: 0.3038, loss_mask: 0.2922, loss: 0.9498 +2022-09-21 00:41:39,006 - mmdet - INFO - Epoch [2][1200/7330] lr: 3.778e-07, eta: 2 days, 5:43:56, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0476, loss_cls: 0.2514, acc: 91.8965, loss_bbox: 0.2896, loss_mask: 0.2901, loss: 0.9268 +2022-09-21 00:42:15,800 - mmdet - INFO - Epoch [2][1250/7330] lr: 3.778e-07, eta: 2 days, 5:42:45, time: 0.736, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0472, loss_cls: 0.2489, acc: 91.5842, loss_bbox: 0.2958, loss_mask: 0.2939, loss: 0.9335 +2022-09-21 00:42:52,547 - mmdet - INFO - Epoch [2][1300/7330] lr: 3.778e-07, eta: 2 days, 5:41:34, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0442, loss_cls: 0.2486, acc: 91.8220, loss_bbox: 0.2862, loss_mask: 0.2835, loss: 0.9066 +2022-09-21 00:43:29,722 - mmdet - INFO - Epoch [2][1350/7330] lr: 3.778e-07, eta: 2 days, 5:40:36, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0478, loss_cls: 0.2470, acc: 91.8738, loss_bbox: 0.2887, loss_mask: 0.2815, loss: 0.9108 +2022-09-21 00:44:06,984 - mmdet - INFO - Epoch [2][1400/7330] lr: 3.778e-07, eta: 2 days, 5:39:41, time: 0.745, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0482, loss_cls: 0.2535, acc: 91.6482, loss_bbox: 0.2940, loss_mask: 0.2886, loss: 0.9319 +2022-09-21 00:44:44,589 - mmdet - INFO - Epoch [2][1450/7330] lr: 3.778e-07, eta: 2 days, 5:38:56, time: 0.752, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0484, loss_cls: 0.2530, acc: 91.5083, loss_bbox: 0.2929, loss_mask: 0.2802, loss: 0.9212 +2022-09-21 00:45:21,910 - mmdet - INFO - Epoch [2][1500/7330] lr: 3.778e-07, eta: 2 days, 5:38:02, time: 0.746, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0478, loss_cls: 0.2461, acc: 91.8428, loss_bbox: 0.2894, loss_mask: 0.2846, loss: 0.9147 +2022-09-21 00:45:58,688 - mmdet - INFO - Epoch [2][1550/7330] lr: 3.778e-07, eta: 2 days, 5:36:54, time: 0.736, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0466, loss_cls: 0.2502, acc: 91.7703, loss_bbox: 0.2928, loss_mask: 0.2836, loss: 0.9228 +2022-09-21 00:46:35,923 - mmdet - INFO - Epoch [2][1600/7330] lr: 3.778e-07, eta: 2 days, 5:35:58, time: 0.745, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0464, loss_cls: 0.2428, acc: 91.8921, loss_bbox: 0.2934, loss_mask: 0.2895, loss: 0.9198 +2022-09-21 00:47:12,484 - mmdet - INFO - Epoch [2][1650/7330] lr: 3.778e-07, eta: 2 days, 5:34:44, time: 0.731, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0434, loss_cls: 0.2346, acc: 92.2593, loss_bbox: 0.2758, loss_mask: 0.2798, loss: 0.8738 +2022-09-21 00:47:49,310 - mmdet - INFO - Epoch [2][1700/7330] lr: 3.778e-07, eta: 2 days, 5:33:38, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0499, loss_cls: 0.2441, acc: 91.9729, loss_bbox: 0.2881, loss_mask: 0.2898, loss: 0.9186 +2022-09-21 00:48:26,037 - mmdet - INFO - Epoch [2][1750/7330] lr: 3.778e-07, eta: 2 days, 5:32:29, time: 0.734, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0466, loss_cls: 0.2488, acc: 91.8120, loss_bbox: 0.2913, loss_mask: 0.2908, loss: 0.9277 +2022-09-21 00:49:02,465 - mmdet - INFO - Epoch [2][1800/7330] lr: 3.778e-07, eta: 2 days, 5:31:12, time: 0.728, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0467, loss_cls: 0.2441, acc: 92.0017, loss_bbox: 0.2935, loss_mask: 0.2885, loss: 0.9212 +2022-09-21 00:49:39,171 - mmdet - INFO - Epoch [2][1850/7330] lr: 3.778e-07, eta: 2 days, 5:30:04, time: 0.735, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0474, loss_cls: 0.2474, acc: 91.8608, loss_bbox: 0.2942, loss_mask: 0.2814, loss: 0.9159 +2022-09-21 00:50:16,238 - mmdet - INFO - Epoch [2][1900/7330] lr: 3.778e-07, eta: 2 days, 5:29:05, time: 0.741, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0477, loss_cls: 0.2417, acc: 92.0645, loss_bbox: 0.2867, loss_mask: 0.2886, loss: 0.9122 +2022-09-21 00:50:52,923 - mmdet - INFO - Epoch [2][1950/7330] lr: 3.778e-07, eta: 2 days, 5:27:57, time: 0.734, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0463, loss_cls: 0.2363, acc: 92.0842, loss_bbox: 0.2865, loss_mask: 0.2929, loss: 0.9079 +2022-09-21 00:51:30,078 - mmdet - INFO - Epoch [2][2000/7330] lr: 3.778e-07, eta: 2 days, 5:27:01, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0454, loss_cls: 0.2528, acc: 91.6194, loss_bbox: 0.2985, loss_mask: 0.2898, loss: 0.9322 +2022-09-21 00:52:06,919 - mmdet - INFO - Epoch [2][2050/7330] lr: 3.778e-07, eta: 2 days, 5:25:58, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0471, loss_cls: 0.2483, acc: 91.6912, loss_bbox: 0.2977, loss_mask: 0.2872, loss: 0.9253 +2022-09-21 00:52:43,973 - mmdet - INFO - Epoch [2][2100/7330] lr: 3.778e-07, eta: 2 days, 5:25:00, time: 0.741, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0491, loss_cls: 0.2528, acc: 91.5789, loss_bbox: 0.2963, loss_mask: 0.2860, loss: 0.9295 +2022-09-21 00:53:21,005 - mmdet - INFO - Epoch [2][2150/7330] lr: 3.778e-07, eta: 2 days, 5:24:01, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0471, loss_cls: 0.2491, acc: 91.7583, loss_bbox: 0.2875, loss_mask: 0.2886, loss: 0.9193 +2022-09-21 00:53:57,547 - mmdet - INFO - Epoch [2][2200/7330] lr: 3.778e-07, eta: 2 days, 5:22:51, time: 0.731, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0483, loss_cls: 0.2440, acc: 91.7996, loss_bbox: 0.2885, loss_mask: 0.2855, loss: 0.9122 +2022-09-21 00:54:34,245 - mmdet - INFO - Epoch [2][2250/7330] lr: 3.778e-07, eta: 2 days, 5:21:43, time: 0.733, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0463, loss_cls: 0.2437, acc: 91.8833, loss_bbox: 0.2855, loss_mask: 0.2923, loss: 0.9126 +2022-09-21 00:55:11,432 - mmdet - INFO - Epoch [2][2300/7330] lr: 3.778e-07, eta: 2 days, 5:20:51, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0476, loss_cls: 0.2460, acc: 91.7576, loss_bbox: 0.2894, loss_mask: 0.2875, loss: 0.9181 +2022-09-21 00:55:48,753 - mmdet - INFO - Epoch [2][2350/7330] lr: 3.778e-07, eta: 2 days, 5:20:02, time: 0.747, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0514, loss_cls: 0.2613, acc: 91.3496, loss_bbox: 0.3080, loss_mask: 0.2948, loss: 0.9670 +2022-09-21 00:56:25,649 - mmdet - INFO - Epoch [2][2400/7330] lr: 3.778e-07, eta: 2 days, 5:19:01, time: 0.738, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0496, loss_cls: 0.2526, acc: 91.5222, loss_bbox: 0.3018, loss_mask: 0.2894, loss: 0.9441 +2022-09-21 00:57:01,784 - mmdet - INFO - Epoch [2][2450/7330] lr: 3.778e-07, eta: 2 days, 5:17:41, time: 0.723, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0438, loss_cls: 0.2325, acc: 92.2993, loss_bbox: 0.2770, loss_mask: 0.2712, loss: 0.8690 +2022-09-21 00:57:38,559 - mmdet - INFO - Epoch [2][2500/7330] lr: 3.778e-07, eta: 2 days, 5:16:38, time: 0.735, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0482, loss_cls: 0.2520, acc: 91.6707, loss_bbox: 0.2938, loss_mask: 0.2815, loss: 0.9216 +2022-09-21 00:58:15,590 - mmdet - INFO - Epoch [2][2550/7330] lr: 3.778e-07, eta: 2 days, 5:15:42, time: 0.741, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0481, loss_cls: 0.2564, acc: 91.5427, loss_bbox: 0.2997, loss_mask: 0.2887, loss: 0.9351 +2022-09-21 00:58:52,465 - mmdet - INFO - Epoch [2][2600/7330] lr: 3.778e-07, eta: 2 days, 5:14:42, time: 0.737, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0471, loss_cls: 0.2563, acc: 91.5671, loss_bbox: 0.2991, loss_mask: 0.2835, loss: 0.9347 +2022-09-21 00:59:29,164 - mmdet - INFO - Epoch [2][2650/7330] lr: 3.778e-07, eta: 2 days, 5:13:38, time: 0.734, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0464, loss_cls: 0.2404, acc: 91.9116, loss_bbox: 0.2867, loss_mask: 0.2817, loss: 0.8990 +2022-09-21 01:00:05,790 - mmdet - INFO - Epoch [2][2700/7330] lr: 3.778e-07, eta: 2 days, 5:12:32, time: 0.732, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0454, loss_cls: 0.2437, acc: 92.0847, loss_bbox: 0.2864, loss_mask: 0.2942, loss: 0.9144 +2022-09-21 01:00:42,926 - mmdet - INFO - Epoch [2][2750/7330] lr: 3.778e-07, eta: 2 days, 5:11:39, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0490, loss_cls: 0.2555, acc: 91.6941, loss_bbox: 0.2947, loss_mask: 0.2882, loss: 0.9327 +2022-09-21 01:01:19,261 - mmdet - INFO - Epoch [2][2800/7330] lr: 3.778e-07, eta: 2 days, 5:10:27, time: 0.727, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0434, loss_cls: 0.2340, acc: 92.1929, loss_bbox: 0.2768, loss_mask: 0.2776, loss: 0.8716 +2022-09-21 01:01:56,053 - mmdet - INFO - Epoch [2][2850/7330] lr: 3.778e-07, eta: 2 days, 5:09:26, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0496, loss_cls: 0.2517, acc: 91.5813, loss_bbox: 0.2974, loss_mask: 0.2897, loss: 0.9379 +2022-09-21 01:02:33,499 - mmdet - INFO - Epoch [2][2900/7330] lr: 3.778e-07, eta: 2 days, 5:08:41, time: 0.749, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0513, loss_cls: 0.2477, acc: 91.8027, loss_bbox: 0.2924, loss_mask: 0.2918, loss: 0.9338 +2022-09-21 01:03:10,628 - mmdet - INFO - Epoch [2][2950/7330] lr: 3.778e-07, eta: 2 days, 5:07:49, time: 0.743, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0476, loss_cls: 0.2475, acc: 91.8955, loss_bbox: 0.2828, loss_mask: 0.2838, loss: 0.9082 +2022-09-21 01:03:47,279 - mmdet - INFO - Epoch [2][3000/7330] lr: 3.778e-07, eta: 2 days, 5:06:46, time: 0.733, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0471, loss_cls: 0.2463, acc: 91.8081, loss_bbox: 0.2931, loss_mask: 0.2795, loss: 0.9130 +2022-09-21 01:04:24,126 - mmdet - INFO - Epoch [2][3050/7330] lr: 3.778e-07, eta: 2 days, 5:05:47, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0474, loss_cls: 0.2430, acc: 91.9814, loss_bbox: 0.2852, loss_mask: 0.2834, loss: 0.9038 +2022-09-21 01:05:00,692 - mmdet - INFO - Epoch [2][3100/7330] lr: 3.778e-07, eta: 2 days, 5:04:42, time: 0.731, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0466, loss_cls: 0.2350, acc: 92.1438, loss_bbox: 0.2807, loss_mask: 0.2814, loss: 0.8893 +2022-09-21 01:05:37,696 - mmdet - INFO - Epoch [2][3150/7330] lr: 3.778e-07, eta: 2 days, 5:03:47, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0441, loss_cls: 0.2334, acc: 92.3147, loss_bbox: 0.2754, loss_mask: 0.2712, loss: 0.8661 +2022-09-21 01:06:15,181 - mmdet - INFO - Epoch [2][3200/7330] lr: 3.778e-07, eta: 2 days, 5:03:05, time: 0.750, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0449, loss_cls: 0.2391, acc: 92.0674, loss_bbox: 0.2829, loss_mask: 0.2824, loss: 0.8911 +2022-09-21 01:06:52,216 - mmdet - INFO - Epoch [2][3250/7330] lr: 3.778e-07, eta: 2 days, 5:02:11, time: 0.740, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0473, loss_cls: 0.2474, acc: 91.8215, loss_bbox: 0.2916, loss_mask: 0.2809, loss: 0.9149 +2022-09-21 01:07:28,309 - mmdet - INFO - Epoch [2][3300/7330] lr: 3.778e-07, eta: 2 days, 5:00:55, time: 0.722, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0449, loss_cls: 0.2311, acc: 92.4014, loss_bbox: 0.2748, loss_mask: 0.2818, loss: 0.8765 +2022-09-21 01:08:05,385 - mmdet - INFO - Epoch [2][3350/7330] lr: 3.778e-07, eta: 2 days, 5:00:03, time: 0.742, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0432, loss_cls: 0.2275, acc: 92.3730, loss_bbox: 0.2773, loss_mask: 0.2780, loss: 0.8704 +2022-09-21 01:08:43,128 - mmdet - INFO - Epoch [2][3400/7330] lr: 3.778e-07, eta: 2 days, 4:59:27, time: 0.755, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0470, loss_cls: 0.2450, acc: 91.8613, loss_bbox: 0.2882, loss_mask: 0.2830, loss: 0.9107 +2022-09-21 01:09:19,982 - mmdet - INFO - Epoch [2][3450/7330] lr: 3.778e-07, eta: 2 days, 4:58:29, time: 0.736, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0469, loss_cls: 0.2466, acc: 91.6663, loss_bbox: 0.2934, loss_mask: 0.2798, loss: 0.9127 +2022-09-21 01:09:56,925 - mmdet - INFO - Epoch [2][3500/7330] lr: 3.778e-07, eta: 2 days, 4:57:35, time: 0.740, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0452, loss_cls: 0.2455, acc: 91.8665, loss_bbox: 0.2861, loss_mask: 0.2731, loss: 0.8934 +2022-09-21 01:10:33,583 - mmdet - INFO - Epoch [2][3550/7330] lr: 3.778e-07, eta: 2 days, 4:56:34, time: 0.733, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0392, loss_cls: 0.2281, acc: 92.4299, loss_bbox: 0.2663, loss_mask: 0.2707, loss: 0.8451 +2022-09-21 01:11:10,319 - mmdet - INFO - Epoch [2][3600/7330] lr: 3.778e-07, eta: 2 days, 4:55:35, time: 0.735, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0449, loss_cls: 0.2473, acc: 91.8777, loss_bbox: 0.2889, loss_mask: 0.2825, loss: 0.9087 +2022-09-21 01:11:47,723 - mmdet - INFO - Epoch [2][3650/7330] lr: 3.778e-07, eta: 2 days, 4:54:51, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0494, loss_cls: 0.2503, acc: 91.5991, loss_bbox: 0.2910, loss_mask: 0.2843, loss: 0.9226 +2022-09-21 01:12:24,119 - mmdet - INFO - Epoch [2][3700/7330] lr: 3.778e-07, eta: 2 days, 4:53:44, time: 0.728, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0472, loss_cls: 0.2477, acc: 91.6206, loss_bbox: 0.2925, loss_mask: 0.2831, loss: 0.9169 +2022-09-21 01:13:00,814 - mmdet - INFO - Epoch [2][3750/7330] lr: 3.778e-07, eta: 2 days, 4:52:45, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0471, loss_cls: 0.2457, acc: 91.8005, loss_bbox: 0.2894, loss_mask: 0.2784, loss: 0.9050 +2022-09-21 01:13:37,890 - mmdet - INFO - Epoch [2][3800/7330] lr: 3.778e-07, eta: 2 days, 4:51:54, time: 0.741, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0490, loss_cls: 0.2463, acc: 91.6726, loss_bbox: 0.2966, loss_mask: 0.2802, loss: 0.9199 +2022-09-21 01:14:14,386 - mmdet - INFO - Epoch [2][3850/7330] lr: 3.778e-07, eta: 2 days, 4:50:50, time: 0.730, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0443, loss_cls: 0.2308, acc: 92.2627, loss_bbox: 0.2760, loss_mask: 0.2790, loss: 0.8735 +2022-09-21 01:14:51,252 - mmdet - INFO - Epoch [2][3900/7330] lr: 3.778e-07, eta: 2 days, 4:49:55, time: 0.737, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0438, loss_cls: 0.2287, acc: 92.4133, loss_bbox: 0.2716, loss_mask: 0.2749, loss: 0.8607 +2022-09-21 01:15:27,132 - mmdet - INFO - Epoch [2][3950/7330] lr: 3.778e-07, eta: 2 days, 4:48:38, time: 0.718, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0433, loss_cls: 0.2329, acc: 92.2239, loss_bbox: 0.2817, loss_mask: 0.2813, loss: 0.8848 +2022-09-21 01:16:04,435 - mmdet - INFO - Epoch [2][4000/7330] lr: 3.778e-07, eta: 2 days, 4:47:52, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0452, loss_cls: 0.2422, acc: 91.9224, loss_bbox: 0.2825, loss_mask: 0.2827, loss: 0.8957 +2022-09-21 01:16:40,732 - mmdet - INFO - Epoch [2][4050/7330] lr: 3.778e-07, eta: 2 days, 4:46:46, time: 0.727, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0451, loss_cls: 0.2366, acc: 92.1709, loss_bbox: 0.2780, loss_mask: 0.2823, loss: 0.8871 +2022-09-21 01:17:17,786 - mmdet - INFO - Epoch [2][4100/7330] lr: 3.778e-07, eta: 2 days, 4:45:55, time: 0.740, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0474, loss_cls: 0.2489, acc: 91.6355, loss_bbox: 0.3014, loss_mask: 0.2871, loss: 0.9330 +2022-09-21 01:17:55,819 - mmdet - INFO - Epoch [2][4150/7330] lr: 3.778e-07, eta: 2 days, 4:45:27, time: 0.762, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0442, loss_cls: 0.2229, acc: 92.4890, loss_bbox: 0.2658, loss_mask: 0.2708, loss: 0.8448 +2022-09-21 01:18:32,771 - mmdet - INFO - Epoch [2][4200/7330] lr: 3.778e-07, eta: 2 days, 4:44:35, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0423, loss_cls: 0.2301, acc: 92.2981, loss_bbox: 0.2734, loss_mask: 0.2826, loss: 0.8711 +2022-09-21 01:19:09,203 - mmdet - INFO - Epoch [2][4250/7330] lr: 3.778e-07, eta: 2 days, 4:43:31, time: 0.729, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0465, loss_cls: 0.2457, acc: 91.8223, loss_bbox: 0.2896, loss_mask: 0.2805, loss: 0.9073 +2022-09-21 01:19:45,645 - mmdet - INFO - Epoch [2][4300/7330] lr: 3.778e-07, eta: 2 days, 4:42:28, time: 0.729, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0450, loss_cls: 0.2393, acc: 92.1133, loss_bbox: 0.2771, loss_mask: 0.2823, loss: 0.8897 +2022-09-21 01:20:22,488 - mmdet - INFO - Epoch [2][4350/7330] lr: 3.778e-07, eta: 2 days, 4:41:34, time: 0.737, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0457, loss_cls: 0.2382, acc: 92.0713, loss_bbox: 0.2848, loss_mask: 0.2767, loss: 0.8901 +2022-09-21 01:20:59,293 - mmdet - INFO - Epoch [2][4400/7330] lr: 3.778e-07, eta: 2 days, 4:40:39, time: 0.736, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0448, loss_cls: 0.2356, acc: 92.2595, loss_bbox: 0.2758, loss_mask: 0.2768, loss: 0.8770 +2022-09-21 01:21:36,218 - mmdet - INFO - Epoch [2][4450/7330] lr: 3.778e-07, eta: 2 days, 4:39:46, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0472, loss_cls: 0.2443, acc: 91.6704, loss_bbox: 0.2922, loss_mask: 0.2813, loss: 0.9083 +2022-09-21 01:22:13,423 - mmdet - INFO - Epoch [2][4500/7330] lr: 3.778e-07, eta: 2 days, 4:39:00, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0431, loss_cls: 0.2295, acc: 92.4331, loss_bbox: 0.2691, loss_mask: 0.2769, loss: 0.8614 +2022-09-21 01:22:50,495 - mmdet - INFO - Epoch [2][4550/7330] lr: 3.778e-07, eta: 2 days, 4:38:12, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0439, loss_cls: 0.2210, acc: 92.6626, loss_bbox: 0.2532, loss_mask: 0.2775, loss: 0.8358 +2022-09-21 01:23:27,061 - mmdet - INFO - Epoch [2][4600/7330] lr: 3.778e-07, eta: 2 days, 4:37:13, time: 0.731, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0451, loss_cls: 0.2340, acc: 92.2800, loss_bbox: 0.2708, loss_mask: 0.2768, loss: 0.8702 +2022-09-21 01:24:03,596 - mmdet - INFO - Epoch [2][4650/7330] lr: 3.778e-07, eta: 2 days, 4:36:13, time: 0.731, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0473, loss_cls: 0.2422, acc: 92.0151, loss_bbox: 0.2804, loss_mask: 0.2766, loss: 0.8917 +2022-09-21 01:24:40,083 - mmdet - INFO - Epoch [2][4700/7330] lr: 3.778e-07, eta: 2 days, 4:35:11, time: 0.729, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0463, loss_cls: 0.2331, acc: 92.2209, loss_bbox: 0.2788, loss_mask: 0.2791, loss: 0.8822 +2022-09-21 01:25:17,987 - mmdet - INFO - Epoch [2][4750/7330] lr: 3.778e-07, eta: 2 days, 4:34:41, time: 0.759, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0491, loss_cls: 0.2382, acc: 91.9456, loss_bbox: 0.2838, loss_mask: 0.2819, loss: 0.9025 +2022-09-21 01:25:54,979 - mmdet - INFO - Epoch [2][4800/7330] lr: 3.778e-07, eta: 2 days, 4:33:51, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0472, loss_cls: 0.2412, acc: 91.8621, loss_bbox: 0.2900, loss_mask: 0.2869, loss: 0.9118 +2022-09-21 01:26:31,707 - mmdet - INFO - Epoch [2][4850/7330] lr: 3.778e-07, eta: 2 days, 4:32:56, time: 0.735, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0487, loss_cls: 0.2461, acc: 91.9253, loss_bbox: 0.2865, loss_mask: 0.2816, loss: 0.9056 +2022-09-21 01:27:08,745 - mmdet - INFO - Epoch [2][4900/7330] lr: 3.778e-07, eta: 2 days, 4:32:07, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0482, loss_cls: 0.2381, acc: 92.0652, loss_bbox: 0.2844, loss_mask: 0.2850, loss: 0.8999 +2022-09-21 01:27:45,334 - mmdet - INFO - Epoch [2][4950/7330] lr: 3.778e-07, eta: 2 days, 4:31:10, time: 0.732, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0458, loss_cls: 0.2361, acc: 92.1543, loss_bbox: 0.2761, loss_mask: 0.2831, loss: 0.8864 +2022-09-21 01:28:21,796 - mmdet - INFO - Epoch [2][5000/7330] lr: 3.778e-07, eta: 2 days, 4:30:09, time: 0.729, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0458, loss_cls: 0.2370, acc: 91.9675, loss_bbox: 0.2871, loss_mask: 0.2788, loss: 0.8916 +2022-09-21 01:28:58,629 - mmdet - INFO - Epoch [2][5050/7330] lr: 3.778e-07, eta: 2 days, 4:29:16, time: 0.736, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0450, loss_cls: 0.2327, acc: 92.3132, loss_bbox: 0.2738, loss_mask: 0.2771, loss: 0.8729 +2022-09-21 01:29:36,003 - mmdet - INFO - Epoch [2][5100/7330] lr: 3.778e-07, eta: 2 days, 4:28:35, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0451, loss_cls: 0.2352, acc: 91.9426, loss_bbox: 0.2809, loss_mask: 0.2808, loss: 0.8885 +2022-09-21 01:30:13,809 - mmdet - INFO - Epoch [2][5150/7330] lr: 3.778e-07, eta: 2 days, 4:28:02, time: 0.756, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0429, loss_cls: 0.2346, acc: 92.1958, loss_bbox: 0.2733, loss_mask: 0.2851, loss: 0.8821 +2022-09-21 01:30:50,787 - mmdet - INFO - Epoch [2][5200/7330] lr: 3.778e-07, eta: 2 days, 4:27:13, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0467, loss_cls: 0.2355, acc: 92.1860, loss_bbox: 0.2703, loss_mask: 0.2771, loss: 0.8742 +2022-09-21 01:31:27,502 - mmdet - INFO - Epoch [2][5250/7330] lr: 3.778e-07, eta: 2 days, 4:26:19, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0453, loss_cls: 0.2473, acc: 91.6086, loss_bbox: 0.2922, loss_mask: 0.2823, loss: 0.9101 +2022-09-21 01:32:04,022 - mmdet - INFO - Epoch [2][5300/7330] lr: 3.778e-07, eta: 2 days, 4:25:20, time: 0.730, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0443, loss_cls: 0.2346, acc: 92.1404, loss_bbox: 0.2793, loss_mask: 0.2808, loss: 0.8821 +2022-09-21 01:32:41,436 - mmdet - INFO - Epoch [2][5350/7330] lr: 3.778e-07, eta: 2 days, 4:24:40, time: 0.748, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0440, loss_cls: 0.2355, acc: 92.2461, loss_bbox: 0.2819, loss_mask: 0.2759, loss: 0.8787 +2022-09-21 01:33:18,408 - mmdet - INFO - Epoch [2][5400/7330] lr: 3.778e-07, eta: 2 days, 4:23:51, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0445, loss_cls: 0.2427, acc: 91.9104, loss_bbox: 0.2867, loss_mask: 0.2853, loss: 0.9020 +2022-09-21 01:33:56,138 - mmdet - INFO - Epoch [2][5450/7330] lr: 3.778e-07, eta: 2 days, 4:23:17, time: 0.755, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0484, loss_cls: 0.2347, acc: 92.3120, loss_bbox: 0.2750, loss_mask: 0.2758, loss: 0.8800 +2022-09-21 01:34:32,971 - mmdet - INFO - Epoch [2][5500/7330] lr: 3.778e-07, eta: 2 days, 4:22:25, time: 0.737, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0439, loss_cls: 0.2396, acc: 92.1409, loss_bbox: 0.2813, loss_mask: 0.2696, loss: 0.8766 +2022-09-21 01:35:10,277 - mmdet - INFO - Epoch [2][5550/7330] lr: 3.778e-07, eta: 2 days, 4:21:42, time: 0.745, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0469, loss_cls: 0.2379, acc: 92.1541, loss_bbox: 0.2758, loss_mask: 0.2761, loss: 0.8777 +2022-09-21 01:35:46,704 - mmdet - INFO - Epoch [2][5600/7330] lr: 3.778e-07, eta: 2 days, 4:20:43, time: 0.729, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0451, loss_cls: 0.2299, acc: 92.3906, loss_bbox: 0.2685, loss_mask: 0.2822, loss: 0.8717 +2022-09-21 01:36:23,230 - mmdet - INFO - Epoch [2][5650/7330] lr: 3.778e-07, eta: 2 days, 4:19:46, time: 0.730, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0436, loss_cls: 0.2415, acc: 91.8374, loss_bbox: 0.2843, loss_mask: 0.2794, loss: 0.8908 +2022-09-21 01:37:00,112 - mmdet - INFO - Epoch [2][5700/7330] lr: 3.778e-07, eta: 2 days, 4:18:56, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0439, loss_cls: 0.2343, acc: 92.2146, loss_bbox: 0.2733, loss_mask: 0.2773, loss: 0.8685 +2022-09-21 01:37:37,958 - mmdet - INFO - Epoch [2][5750/7330] lr: 3.778e-07, eta: 2 days, 4:18:24, time: 0.756, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0447, loss_cls: 0.2444, acc: 91.9072, loss_bbox: 0.2829, loss_mask: 0.2847, loss: 0.8997 +2022-09-21 01:38:15,934 - mmdet - INFO - Epoch [2][5800/7330] lr: 3.778e-07, eta: 2 days, 4:17:55, time: 0.760, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0487, loss_cls: 0.2354, acc: 92.1055, loss_bbox: 0.2802, loss_mask: 0.2795, loss: 0.8872 +2022-09-21 01:38:53,196 - mmdet - INFO - Epoch [2][5850/7330] lr: 3.778e-07, eta: 2 days, 4:17:11, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0468, loss_cls: 0.2317, acc: 92.2449, loss_bbox: 0.2794, loss_mask: 0.2774, loss: 0.8760 +2022-09-21 01:39:30,710 - mmdet - INFO - Epoch [2][5900/7330] lr: 3.778e-07, eta: 2 days, 4:16:31, time: 0.748, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0442, loss_cls: 0.2335, acc: 92.1667, loss_bbox: 0.2820, loss_mask: 0.2803, loss: 0.8812 +2022-09-21 01:40:07,718 - mmdet - INFO - Epoch [2][5950/7330] lr: 3.778e-07, eta: 2 days, 4:15:46, time: 0.744, data_time: 0.025, memory: 54023, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0445, loss_cls: 0.2342, acc: 92.1946, loss_bbox: 0.2782, loss_mask: 0.2755, loss: 0.8729 +2022-09-21 01:40:44,219 - mmdet - INFO - Epoch [2][6000/7330] lr: 3.778e-07, eta: 2 days, 4:14:49, time: 0.730, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0427, loss_cls: 0.2276, acc: 92.2932, loss_bbox: 0.2698, loss_mask: 0.2703, loss: 0.8525 +2022-09-21 01:41:21,011 - mmdet - INFO - Epoch [2][6050/7330] lr: 3.778e-07, eta: 2 days, 4:13:58, time: 0.736, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0453, loss_cls: 0.2421, acc: 91.9783, loss_bbox: 0.2840, loss_mask: 0.2755, loss: 0.8916 +2022-09-21 01:41:58,392 - mmdet - INFO - Epoch [2][6100/7330] lr: 3.778e-07, eta: 2 days, 4:13:17, time: 0.748, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0431, loss_cls: 0.2281, acc: 92.3704, loss_bbox: 0.2691, loss_mask: 0.2703, loss: 0.8513 +2022-09-21 01:42:35,554 - mmdet - INFO - Epoch [2][6150/7330] lr: 3.778e-07, eta: 2 days, 4:12:33, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0423, loss_cls: 0.2237, acc: 92.3591, loss_bbox: 0.2751, loss_mask: 0.2704, loss: 0.8505 +2022-09-21 01:43:12,910 - mmdet - INFO - Epoch [2][6200/7330] lr: 3.778e-07, eta: 2 days, 4:11:52, time: 0.747, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0442, loss_cls: 0.2320, acc: 92.2708, loss_bbox: 0.2735, loss_mask: 0.2784, loss: 0.8737 +2022-09-21 01:43:49,724 - mmdet - INFO - Epoch [2][6250/7330] lr: 3.778e-07, eta: 2 days, 4:11:02, time: 0.736, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0429, loss_cls: 0.2303, acc: 92.3713, loss_bbox: 0.2764, loss_mask: 0.2774, loss: 0.8671 +2022-09-21 01:44:26,675 - mmdet - INFO - Epoch [2][6300/7330] lr: 3.778e-07, eta: 2 days, 4:10:13, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0462, loss_cls: 0.2388, acc: 91.9834, loss_bbox: 0.2831, loss_mask: 0.2836, loss: 0.8954 +2022-09-21 01:45:03,607 - mmdet - INFO - Epoch [2][6350/7330] lr: 3.778e-07, eta: 2 days, 4:09:25, time: 0.739, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0450, loss_cls: 0.2348, acc: 92.1350, loss_bbox: 0.2807, loss_mask: 0.2752, loss: 0.8776 +2022-09-21 01:45:40,998 - mmdet - INFO - Epoch [2][6400/7330] lr: 3.778e-07, eta: 2 days, 4:08:45, time: 0.748, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0448, loss_cls: 0.2367, acc: 92.0278, loss_bbox: 0.2831, loss_mask: 0.2762, loss: 0.8839 +2022-09-21 01:46:18,290 - mmdet - INFO - Epoch [2][6450/7330] lr: 3.778e-07, eta: 2 days, 4:08:03, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0425, loss_cls: 0.2308, acc: 92.2729, loss_bbox: 0.2731, loss_mask: 0.2723, loss: 0.8586 +2022-09-21 01:46:54,879 - mmdet - INFO - Epoch [2][6500/7330] lr: 3.778e-07, eta: 2 days, 4:07:09, time: 0.732, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0421, loss_cls: 0.2303, acc: 92.3296, loss_bbox: 0.2719, loss_mask: 0.2734, loss: 0.8585 +2022-09-21 01:47:31,749 - mmdet - INFO - Epoch [2][6550/7330] lr: 3.778e-07, eta: 2 days, 4:06:20, time: 0.737, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0440, loss_cls: 0.2398, acc: 92.1267, loss_bbox: 0.2767, loss_mask: 0.2774, loss: 0.8829 +2022-09-21 01:48:08,363 - mmdet - INFO - Epoch [2][6600/7330] lr: 3.778e-07, eta: 2 days, 4:05:26, time: 0.732, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0422, loss_cls: 0.2292, acc: 92.3477, loss_bbox: 0.2695, loss_mask: 0.2736, loss: 0.8534 +2022-09-21 01:48:44,806 - mmdet - INFO - Epoch [2][6650/7330] lr: 3.778e-07, eta: 2 days, 4:04:29, time: 0.729, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0431, loss_cls: 0.2219, acc: 92.4158, loss_bbox: 0.2674, loss_mask: 0.2756, loss: 0.8493 +2022-09-21 01:49:21,894 - mmdet - INFO - Epoch [2][6700/7330] lr: 3.778e-07, eta: 2 days, 4:03:45, time: 0.742, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0454, loss_cls: 0.2384, acc: 91.9580, loss_bbox: 0.2806, loss_mask: 0.2731, loss: 0.8823 +2022-09-21 01:49:59,216 - mmdet - INFO - Epoch [2][6750/7330] lr: 3.778e-07, eta: 2 days, 4:03:03, time: 0.746, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0434, loss_cls: 0.2346, acc: 92.2024, loss_bbox: 0.2712, loss_mask: 0.2693, loss: 0.8623 +2022-09-21 01:50:36,633 - mmdet - INFO - Epoch [2][6800/7330] lr: 3.778e-07, eta: 2 days, 4:02:25, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0432, loss_cls: 0.2240, acc: 92.5366, loss_bbox: 0.2649, loss_mask: 0.2669, loss: 0.8405 +2022-09-21 01:51:13,947 - mmdet - INFO - Epoch [2][6850/7330] lr: 3.778e-07, eta: 2 days, 4:01:44, time: 0.746, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0433, loss_cls: 0.2413, acc: 91.9460, loss_bbox: 0.2805, loss_mask: 0.2758, loss: 0.8819 +2022-09-21 01:51:50,809 - mmdet - INFO - Epoch [2][6900/7330] lr: 3.778e-07, eta: 2 days, 4:00:55, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0453, loss_cls: 0.2374, acc: 91.9941, loss_bbox: 0.2830, loss_mask: 0.2771, loss: 0.8871 +2022-09-21 01:52:28,123 - mmdet - INFO - Epoch [2][6950/7330] lr: 3.778e-07, eta: 2 days, 4:00:14, time: 0.746, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0463, loss_cls: 0.2347, acc: 92.0730, loss_bbox: 0.2819, loss_mask: 0.2743, loss: 0.8796 +2022-09-21 01:53:05,866 - mmdet - INFO - Epoch [2][7000/7330] lr: 3.778e-07, eta: 2 days, 3:59:41, time: 0.755, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0455, loss_cls: 0.2335, acc: 92.1328, loss_bbox: 0.2751, loss_mask: 0.2797, loss: 0.8762 +2022-09-21 01:53:43,039 - mmdet - INFO - Epoch [2][7050/7330] lr: 3.778e-07, eta: 2 days, 3:58:58, time: 0.744, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0448, loss_cls: 0.2303, acc: 92.3857, loss_bbox: 0.2666, loss_mask: 0.2707, loss: 0.8554 +2022-09-21 01:54:19,703 - mmdet - INFO - Epoch [2][7100/7330] lr: 3.778e-07, eta: 2 days, 3:58:06, time: 0.733, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0457, loss_cls: 0.2282, acc: 92.2268, loss_bbox: 0.2783, loss_mask: 0.2663, loss: 0.8627 +2022-09-21 01:54:56,428 - mmdet - INFO - Epoch [2][7150/7330] lr: 3.778e-07, eta: 2 days, 3:57:14, time: 0.734, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0432, loss_cls: 0.2232, acc: 92.5464, loss_bbox: 0.2600, loss_mask: 0.2776, loss: 0.8445 +2022-09-21 01:55:33,336 - mmdet - INFO - Epoch [2][7200/7330] lr: 3.778e-07, eta: 2 days, 3:56:27, time: 0.739, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0432, loss_cls: 0.2239, acc: 92.4294, loss_bbox: 0.2663, loss_mask: 0.2781, loss: 0.8537 +2022-09-21 01:56:10,811 - mmdet - INFO - Epoch [2][7250/7330] lr: 3.778e-07, eta: 2 days, 3:55:49, time: 0.750, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0430, loss_cls: 0.2346, acc: 92.1943, loss_bbox: 0.2732, loss_mask: 0.2695, loss: 0.8615 +2022-09-21 01:56:46,864 - mmdet - INFO - Epoch [2][7300/7330] lr: 3.778e-07, eta: 2 days, 3:54:47, time: 0.721, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0444, loss_cls: 0.2258, acc: 92.4780, loss_bbox: 0.2670, loss_mask: 0.2693, loss: 0.8500 +2022-09-21 01:57:17,146 - mmdet - INFO - Saving checkpoint at 2 epochs +2022-09-21 01:59:37,544 - mmdet - INFO - Evaluating bbox... +2022-09-21 02:00:11,761 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.376 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.632 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.397 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.236 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.410 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.501 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.516 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.516 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.516 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.345 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.555 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.655 + +2022-09-21 02:00:11,761 - mmdet - INFO - Evaluating segm... +2022-09-21 02:00:48,372 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.356 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.599 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.371 + 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 ] = 0.389 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.546 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.485 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.485 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.485 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.298 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.528 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.658 + +2022-09-21 02:00:49,036 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 02:00:49,036 - mmdet - INFO - Epoch(val) [2][625] bbox_mAP: 0.3760, bbox_mAP_50: 0.6320, bbox_mAP_75: 0.3970, bbox_mAP_s: 0.2360, bbox_mAP_m: 0.4100, bbox_mAP_l: 0.5010, bbox_mAP_copypaste: 0.376 0.632 0.397 0.236 0.410 0.501, segm_mAP: 0.3560, segm_mAP_50: 0.5990, segm_mAP_75: 0.3710, segm_mAP_s: 0.1780, segm_mAP_m: 0.3890, segm_mAP_l: 0.5460, segm_mAP_copypaste: 0.356 0.599 0.371 0.178 0.389 0.546 +2022-09-21 02:03:29,676 - mmdet - INFO - Epoch [3][50/7330] lr: 3.778e-07, eta: 2 days, 4:22:12, time: 3.212, data_time: 2.475, memory: 54023, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0407, loss_cls: 0.2166, acc: 92.7009, loss_bbox: 0.2540, loss_mask: 0.2604, loss: 0.8101 +2022-09-21 02:04:07,245 - mmdet - INFO - Epoch [3][100/7330] lr: 3.778e-07, eta: 2 days, 4:21:30, time: 0.751, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0446, loss_cls: 0.2360, acc: 92.1655, loss_bbox: 0.2747, loss_mask: 0.2718, loss: 0.8683 +2022-09-21 02:04:45,336 - mmdet - INFO - Epoch [3][150/7330] lr: 3.778e-07, eta: 2 days, 4:20:56, time: 0.762, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0455, loss_cls: 0.2310, acc: 92.3140, loss_bbox: 0.2693, loss_mask: 0.2734, loss: 0.8624 +2022-09-21 02:05:23,539 - mmdet - INFO - Epoch [3][200/7330] lr: 3.778e-07, eta: 2 days, 4:20:24, time: 0.764, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0450, loss_cls: 0.2321, acc: 92.2244, loss_bbox: 0.2755, loss_mask: 0.2721, loss: 0.8635 +2022-09-21 02:06:00,665 - mmdet - INFO - Epoch [3][250/7330] lr: 3.778e-07, eta: 2 days, 4:19:35, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0427, loss_cls: 0.2301, acc: 92.2896, loss_bbox: 0.2718, loss_mask: 0.2713, loss: 0.8538 +2022-09-21 02:06:37,963 - mmdet - INFO - Epoch [3][300/7330] lr: 3.778e-07, eta: 2 days, 4:18:48, time: 0.745, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0424, loss_cls: 0.2289, acc: 92.1670, loss_bbox: 0.2796, loss_mask: 0.2707, loss: 0.8617 +2022-09-21 02:07:14,761 - mmdet - INFO - Epoch [3][350/7330] lr: 3.778e-07, eta: 2 days, 4:17:53, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0450, loss_cls: 0.2297, acc: 92.2734, loss_bbox: 0.2724, loss_mask: 0.2713, loss: 0.8605 +2022-09-21 02:07:52,705 - mmdet - INFO - Epoch [3][400/7330] lr: 3.778e-07, eta: 2 days, 4:17:17, time: 0.758, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0422, loss_cls: 0.2123, acc: 92.6479, loss_bbox: 0.2649, loss_mask: 0.2696, loss: 0.8278 +2022-09-21 02:08:30,139 - mmdet - INFO - Epoch [3][450/7330] lr: 3.778e-07, eta: 2 days, 4:16:33, time: 0.749, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0424, loss_cls: 0.2295, acc: 92.1855, loss_bbox: 0.2757, loss_mask: 0.2674, loss: 0.8560 +2022-09-21 02:09:06,744 - mmdet - INFO - Epoch [3][500/7330] lr: 3.778e-07, eta: 2 days, 4:15:35, time: 0.732, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0408, loss_cls: 0.2223, acc: 92.5339, loss_bbox: 0.2666, loss_mask: 0.2680, loss: 0.8360 +2022-09-21 02:09:43,690 - mmdet - INFO - Epoch [3][550/7330] lr: 3.778e-07, eta: 2 days, 4:14:43, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0424, loss_cls: 0.2268, acc: 92.3037, loss_bbox: 0.2700, loss_mask: 0.2690, loss: 0.8503 +2022-09-21 02:10:20,744 - mmdet - INFO - Epoch [3][600/7330] lr: 3.778e-07, eta: 2 days, 4:13:52, time: 0.741, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0418, loss_cls: 0.2185, acc: 92.5781, loss_bbox: 0.2675, loss_mask: 0.2618, loss: 0.8277 +2022-09-21 02:10:57,541 - mmdet - INFO - Epoch [3][650/7330] lr: 3.778e-07, eta: 2 days, 4:12:58, time: 0.736, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0427, loss_cls: 0.2304, acc: 92.2217, loss_bbox: 0.2778, loss_mask: 0.2704, loss: 0.8647 +2022-09-21 02:11:34,425 - mmdet - INFO - Epoch [3][700/7330] lr: 3.778e-07, eta: 2 days, 4:12:06, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0443, loss_cls: 0.2315, acc: 92.2991, loss_bbox: 0.2741, loss_mask: 0.2740, loss: 0.8652 +2022-09-21 02:12:11,785 - mmdet - INFO - Epoch [3][750/7330] lr: 3.778e-07, eta: 2 days, 4:11:20, time: 0.747, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0431, loss_cls: 0.2226, acc: 92.3862, loss_bbox: 0.2740, loss_mask: 0.2686, loss: 0.8471 +2022-09-21 02:12:47,821 - mmdet - INFO - Epoch [3][800/7330] lr: 3.778e-07, eta: 2 days, 4:10:14, time: 0.721, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0448, loss_cls: 0.2236, acc: 92.4604, loss_bbox: 0.2695, loss_mask: 0.2737, loss: 0.8529 +2022-09-21 02:13:25,267 - mmdet - INFO - Epoch [3][850/7330] lr: 3.778e-07, eta: 2 days, 4:09:30, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0438, loss_cls: 0.2292, acc: 92.2917, loss_bbox: 0.2697, loss_mask: 0.2715, loss: 0.8542 +2022-09-21 02:14:01,668 - mmdet - INFO - Epoch [3][900/7330] lr: 3.778e-07, eta: 2 days, 4:08:31, time: 0.728, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0446, loss_cls: 0.2246, acc: 92.3391, loss_bbox: 0.2733, loss_mask: 0.2640, loss: 0.8471 +2022-09-21 02:14:38,162 - mmdet - INFO - Epoch [3][950/7330] lr: 3.778e-07, eta: 2 days, 4:07:32, time: 0.730, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0451, loss_cls: 0.2374, acc: 91.9468, loss_bbox: 0.2805, loss_mask: 0.2763, loss: 0.8803 +2022-09-21 02:15:14,824 - mmdet - INFO - Epoch [3][1000/7330] lr: 3.778e-07, eta: 2 days, 4:06:36, time: 0.733, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0414, loss_cls: 0.2275, acc: 92.2158, loss_bbox: 0.2720, loss_mask: 0.2642, loss: 0.8423 +2022-09-21 02:15:51,905 - mmdet - INFO - Epoch [3][1050/7330] lr: 3.778e-07, eta: 2 days, 4:05:47, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0433, loss_cls: 0.2184, acc: 92.6458, loss_bbox: 0.2607, loss_mask: 0.2649, loss: 0.8302 +2022-09-21 02:16:28,015 - mmdet - INFO - Epoch [3][1100/7330] lr: 3.778e-07, eta: 2 days, 4:04:43, time: 0.722, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0405, loss_cls: 0.2194, acc: 92.4897, loss_bbox: 0.2598, loss_mask: 0.2591, loss: 0.8141 +2022-09-21 02:17:05,517 - mmdet - INFO - Epoch [3][1150/7330] lr: 3.778e-07, eta: 2 days, 4:04:01, time: 0.750, data_time: 0.024, memory: 54023, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0415, loss_cls: 0.2298, acc: 92.1799, loss_bbox: 0.2797, loss_mask: 0.2664, loss: 0.8565 +2022-09-21 02:17:42,350 - mmdet - INFO - Epoch [3][1200/7330] lr: 3.778e-07, eta: 2 days, 4:03:08, time: 0.737, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0444, loss_cls: 0.2234, acc: 92.4316, loss_bbox: 0.2716, loss_mask: 0.2649, loss: 0.8427 +2022-09-21 02:18:19,185 - mmdet - INFO - Epoch [3][1250/7330] lr: 3.778e-07, eta: 2 days, 4:02:16, time: 0.737, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0421, loss_cls: 0.2231, acc: 92.3972, loss_bbox: 0.2709, loss_mask: 0.2649, loss: 0.8404 +2022-09-21 02:18:56,178 - mmdet - INFO - Epoch [3][1300/7330] lr: 3.778e-07, eta: 2 days, 4:01:26, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0422, loss_cls: 0.2261, acc: 92.2899, loss_bbox: 0.2738, loss_mask: 0.2594, loss: 0.8411 +2022-09-21 02:19:33,210 - mmdet - INFO - Epoch [3][1350/7330] lr: 3.778e-07, eta: 2 days, 4:00:37, time: 0.741, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0424, loss_cls: 0.2287, acc: 92.2268, loss_bbox: 0.2765, loss_mask: 0.2641, loss: 0.8511 +2022-09-21 02:20:10,531 - mmdet - INFO - Epoch [3][1400/7330] lr: 3.778e-07, eta: 2 days, 3:59:52, time: 0.746, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0444, loss_cls: 0.2274, acc: 92.2969, loss_bbox: 0.2748, loss_mask: 0.2695, loss: 0.8558 +2022-09-21 02:20:47,460 - mmdet - INFO - Epoch [3][1450/7330] lr: 3.778e-07, eta: 2 days, 3:59:01, time: 0.739, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0436, loss_cls: 0.2227, acc: 92.4592, loss_bbox: 0.2678, loss_mask: 0.2674, loss: 0.8421 +2022-09-21 02:21:24,451 - mmdet - INFO - Epoch [3][1500/7330] lr: 3.778e-07, eta: 2 days, 3:58:12, time: 0.740, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0455, loss_cls: 0.2282, acc: 92.2544, loss_bbox: 0.2741, loss_mask: 0.2662, loss: 0.8564 +2022-09-21 02:22:02,073 - mmdet - INFO - Epoch [3][1550/7330] lr: 3.778e-07, eta: 2 days, 3:57:31, time: 0.752, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0424, loss_cls: 0.2252, acc: 92.3770, loss_bbox: 0.2707, loss_mask: 0.2685, loss: 0.8454 +2022-09-21 02:22:39,538 - mmdet - INFO - Epoch [3][1600/7330] lr: 3.778e-07, eta: 2 days, 3:56:49, time: 0.750, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0408, loss_cls: 0.2190, acc: 92.5190, loss_bbox: 0.2654, loss_mask: 0.2664, loss: 0.8294 +2022-09-21 02:23:16,373 - mmdet - INFO - Epoch [3][1650/7330] lr: 3.778e-07, eta: 2 days, 3:55:58, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0424, loss_cls: 0.2218, acc: 92.4438, loss_bbox: 0.2684, loss_mask: 0.2609, loss: 0.8313 +2022-09-21 02:23:53,469 - mmdet - INFO - Epoch [3][1700/7330] lr: 3.778e-07, eta: 2 days, 3:55:10, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0413, loss_cls: 0.2239, acc: 92.3126, loss_bbox: 0.2702, loss_mask: 0.2652, loss: 0.8420 +2022-09-21 02:24:30,256 - mmdet - INFO - Epoch [3][1750/7330] lr: 3.778e-07, eta: 2 days, 3:54:18, time: 0.736, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0438, loss_cls: 0.2260, acc: 92.2080, loss_bbox: 0.2751, loss_mask: 0.2688, loss: 0.8505 +2022-09-21 02:25:07,645 - mmdet - INFO - Epoch [3][1800/7330] lr: 3.778e-07, eta: 2 days, 3:53:34, time: 0.747, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0445, loss_cls: 0.2252, acc: 92.3154, loss_bbox: 0.2713, loss_mask: 0.2637, loss: 0.8444 +2022-09-21 02:25:44,883 - mmdet - INFO - Epoch [3][1850/7330] lr: 3.778e-07, eta: 2 days, 3:52:49, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0426, loss_cls: 0.2240, acc: 92.4221, loss_bbox: 0.2707, loss_mask: 0.2617, loss: 0.8371 +2022-09-21 02:26:22,137 - mmdet - INFO - Epoch [3][1900/7330] lr: 3.778e-07, eta: 2 days, 3:52:04, time: 0.745, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0436, loss_cls: 0.2247, acc: 92.2063, loss_bbox: 0.2760, loss_mask: 0.2693, loss: 0.8560 +2022-09-21 02:26:59,887 - mmdet - INFO - Epoch [3][1950/7330] lr: 3.778e-07, eta: 2 days, 3:51:26, time: 0.755, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0435, loss_cls: 0.2228, acc: 92.3062, loss_bbox: 0.2705, loss_mask: 0.2610, loss: 0.8366 +2022-09-21 02:27:37,211 - mmdet - INFO - Epoch [3][2000/7330] lr: 3.778e-07, eta: 2 days, 3:50:42, time: 0.747, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0390, loss_cls: 0.2136, acc: 92.8030, loss_bbox: 0.2616, loss_mask: 0.2610, loss: 0.8119 +2022-09-21 02:28:14,659 - mmdet - INFO - Epoch [3][2050/7330] lr: 3.778e-07, eta: 2 days, 3:50:00, time: 0.749, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0467, loss_cls: 0.2302, acc: 92.2241, loss_bbox: 0.2815, loss_mask: 0.2733, loss: 0.8709 +2022-09-21 02:28:52,245 - mmdet - INFO - Epoch [3][2100/7330] lr: 3.778e-07, eta: 2 days, 3:49:20, time: 0.752, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0460, loss_cls: 0.2340, acc: 92.0459, loss_bbox: 0.2788, loss_mask: 0.2692, loss: 0.8702 +2022-09-21 02:29:29,276 - mmdet - INFO - Epoch [3][2150/7330] lr: 3.778e-07, eta: 2 days, 3:48:31, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0445, loss_cls: 0.2319, acc: 92.0334, loss_bbox: 0.2806, loss_mask: 0.2695, loss: 0.8677 +2022-09-21 02:30:05,863 - mmdet - INFO - Epoch [3][2200/7330] lr: 3.778e-07, eta: 2 days, 3:47:37, time: 0.732, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0401, loss_cls: 0.2109, acc: 92.9270, loss_bbox: 0.2547, loss_mask: 0.2618, loss: 0.8048 +2022-09-21 02:30:43,069 - mmdet - INFO - Epoch [3][2250/7330] lr: 3.778e-07, eta: 2 days, 3:46:51, time: 0.744, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0447, loss_cls: 0.2322, acc: 92.3157, loss_bbox: 0.2728, loss_mask: 0.2724, loss: 0.8654 +2022-09-21 02:31:21,068 - mmdet - INFO - Epoch [3][2300/7330] lr: 3.778e-07, eta: 2 days, 3:46:17, time: 0.760, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0434, loss_cls: 0.2209, acc: 92.4512, loss_bbox: 0.2702, loss_mask: 0.2629, loss: 0.8369 +2022-09-21 02:31:57,912 - mmdet - INFO - Epoch [3][2350/7330] lr: 3.778e-07, eta: 2 days, 3:45:26, time: 0.736, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0416, loss_cls: 0.2178, acc: 92.6455, loss_bbox: 0.2634, loss_mask: 0.2598, loss: 0.8194 +2022-09-21 02:32:35,026 - mmdet - INFO - Epoch [3][2400/7330] lr: 3.778e-07, eta: 2 days, 3:44:40, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0425, loss_cls: 0.2252, acc: 92.4026, loss_bbox: 0.2695, loss_mask: 0.2666, loss: 0.8490 +2022-09-21 02:33:11,402 - mmdet - INFO - Epoch [3][2450/7330] lr: 3.778e-07, eta: 2 days, 3:43:42, time: 0.728, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0398, loss_cls: 0.2236, acc: 92.4275, loss_bbox: 0.2668, loss_mask: 0.2631, loss: 0.8325 +2022-09-21 02:33:48,374 - mmdet - INFO - Epoch [3][2500/7330] lr: 3.778e-07, eta: 2 days, 3:42:54, time: 0.739, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0423, loss_cls: 0.2169, acc: 92.6282, loss_bbox: 0.2596, loss_mask: 0.2600, loss: 0.8158 +2022-09-21 02:34:25,219 - mmdet - INFO - Epoch [3][2550/7330] lr: 3.778e-07, eta: 2 days, 3:42:03, time: 0.737, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0426, loss_cls: 0.2293, acc: 92.0776, loss_bbox: 0.2790, loss_mask: 0.2681, loss: 0.8574 +2022-09-21 02:35:02,196 - mmdet - INFO - Epoch [3][2600/7330] lr: 3.778e-07, eta: 2 days, 3:41:15, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0438, loss_cls: 0.2191, acc: 92.4927, loss_bbox: 0.2660, loss_mask: 0.2654, loss: 0.8318 +2022-09-21 02:35:39,504 - mmdet - INFO - Epoch [3][2650/7330] lr: 3.778e-07, eta: 2 days, 3:40:31, time: 0.746, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0426, loss_cls: 0.2242, acc: 92.5286, loss_bbox: 0.2613, loss_mask: 0.2680, loss: 0.8352 +2022-09-21 02:36:15,972 - mmdet - INFO - Epoch [3][2700/7330] lr: 3.778e-07, eta: 2 days, 3:39:35, time: 0.729, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0427, loss_cls: 0.2201, acc: 92.4121, loss_bbox: 0.2658, loss_mask: 0.2614, loss: 0.8317 +2022-09-21 02:36:52,882 - mmdet - INFO - Epoch [3][2750/7330] lr: 3.778e-07, eta: 2 days, 3:38:46, time: 0.738, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0412, loss_cls: 0.2144, acc: 92.7332, loss_bbox: 0.2574, loss_mask: 0.2627, loss: 0.8121 +2022-09-21 02:37:30,478 - mmdet - INFO - Epoch [3][2800/7330] lr: 3.778e-07, eta: 2 days, 3:38:07, time: 0.752, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0416, loss_cls: 0.2195, acc: 92.5176, loss_bbox: 0.2659, loss_mask: 0.2670, loss: 0.8300 +2022-09-21 02:38:07,876 - mmdet - INFO - Epoch [3][2850/7330] lr: 3.778e-07, eta: 2 days, 3:37:25, time: 0.748, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0425, loss_cls: 0.2131, acc: 92.6899, loss_bbox: 0.2607, loss_mask: 0.2657, loss: 0.8173 +2022-09-21 02:38:45,152 - mmdet - INFO - Epoch [3][2900/7330] lr: 3.778e-07, eta: 2 days, 3:36:40, time: 0.745, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0427, loss_cls: 0.2185, acc: 92.7153, loss_bbox: 0.2565, loss_mask: 0.2643, loss: 0.8222 +2022-09-21 02:39:22,099 - mmdet - INFO - Epoch [3][2950/7330] lr: 3.778e-07, eta: 2 days, 3:35:52, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0452, loss_cls: 0.2240, acc: 92.2380, loss_bbox: 0.2766, loss_mask: 0.2675, loss: 0.8536 +2022-09-21 02:39:58,346 - mmdet - INFO - Epoch [3][3000/7330] lr: 3.778e-07, eta: 2 days, 3:34:54, time: 0.725, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0421, loss_cls: 0.2217, acc: 92.5151, loss_bbox: 0.2640, loss_mask: 0.2590, loss: 0.8263 +2022-09-21 02:40:35,129 - mmdet - INFO - Epoch [3][3050/7330] lr: 3.778e-07, eta: 2 days, 3:34:03, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0433, loss_cls: 0.2265, acc: 92.2717, loss_bbox: 0.2738, loss_mask: 0.2655, loss: 0.8488 +2022-09-21 02:41:12,097 - mmdet - INFO - Epoch [3][3100/7330] lr: 3.778e-07, eta: 2 days, 3:33:15, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0449, loss_cls: 0.2318, acc: 92.1851, loss_bbox: 0.2721, loss_mask: 0.2670, loss: 0.8568 +2022-09-21 02:41:49,115 - mmdet - INFO - Epoch [3][3150/7330] lr: 3.778e-07, eta: 2 days, 3:32:28, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0433, loss_cls: 0.2102, acc: 92.7622, loss_bbox: 0.2591, loss_mask: 0.2632, loss: 0.8126 +2022-09-21 02:42:26,035 - mmdet - INFO - Epoch [3][3200/7330] lr: 3.778e-07, eta: 2 days, 3:31:40, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0433, loss_cls: 0.2312, acc: 92.1550, loss_bbox: 0.2713, loss_mask: 0.2618, loss: 0.8481 +2022-09-21 02:43:02,768 - mmdet - INFO - Epoch [3][3250/7330] lr: 3.778e-07, eta: 2 days, 3:30:49, time: 0.735, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0425, loss_cls: 0.2187, acc: 92.5095, loss_bbox: 0.2620, loss_mask: 0.2639, loss: 0.8252 +2022-09-21 02:43:40,414 - mmdet - INFO - Epoch [3][3300/7330] lr: 3.778e-07, eta: 2 days, 3:30:10, time: 0.753, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0459, loss_cls: 0.2320, acc: 92.3267, loss_bbox: 0.2655, loss_mask: 0.2686, loss: 0.8532 +2022-09-21 02:44:17,350 - mmdet - INFO - Epoch [3][3350/7330] lr: 3.778e-07, eta: 2 days, 3:29:22, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0416, loss_cls: 0.2192, acc: 92.5640, loss_bbox: 0.2631, loss_mask: 0.2653, loss: 0.8268 +2022-09-21 02:44:55,027 - mmdet - INFO - Epoch [3][3400/7330] lr: 3.778e-07, eta: 2 days, 3:28:44, time: 0.753, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0420, loss_cls: 0.2269, acc: 92.3606, loss_bbox: 0.2617, loss_mask: 0.2634, loss: 0.8337 +2022-09-21 02:45:32,105 - mmdet - INFO - Epoch [3][3450/7330] lr: 3.778e-07, eta: 2 days, 3:27:58, time: 0.742, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0446, loss_cls: 0.2197, acc: 92.4353, loss_bbox: 0.2635, loss_mask: 0.2652, loss: 0.8345 +2022-09-21 02:46:09,896 - mmdet - INFO - Epoch [3][3500/7330] lr: 3.778e-07, eta: 2 days, 3:27:22, time: 0.756, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0477, loss_cls: 0.2248, acc: 92.2336, loss_bbox: 0.2777, loss_mask: 0.2664, loss: 0.8570 +2022-09-21 02:46:47,104 - mmdet - INFO - Epoch [3][3550/7330] lr: 3.778e-07, eta: 2 days, 3:26:38, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0436, loss_cls: 0.2289, acc: 92.2297, loss_bbox: 0.2728, loss_mask: 0.2645, loss: 0.8515 +2022-09-21 02:47:23,797 - mmdet - INFO - Epoch [3][3600/7330] lr: 3.778e-07, eta: 2 days, 3:25:47, time: 0.734, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0416, loss_cls: 0.2224, acc: 92.3733, loss_bbox: 0.2680, loss_mask: 0.2668, loss: 0.8362 +2022-09-21 02:48:00,595 - mmdet - INFO - Epoch [3][3650/7330] lr: 3.778e-07, eta: 2 days, 3:24:57, time: 0.736, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0412, loss_cls: 0.2184, acc: 92.6633, loss_bbox: 0.2628, loss_mask: 0.2641, loss: 0.8239 +2022-09-21 02:48:38,118 - mmdet - INFO - Epoch [3][3700/7330] lr: 3.778e-07, eta: 2 days, 3:24:17, time: 0.750, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0420, loss_cls: 0.2168, acc: 92.6876, loss_bbox: 0.2560, loss_mask: 0.2566, loss: 0.8128 +2022-09-21 02:49:15,297 - mmdet - INFO - Epoch [3][3750/7330] lr: 3.778e-07, eta: 2 days, 3:23:32, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0425, loss_cls: 0.2212, acc: 92.5212, loss_bbox: 0.2648, loss_mask: 0.2649, loss: 0.8329 +2022-09-21 02:49:52,257 - mmdet - INFO - Epoch [3][3800/7330] lr: 3.778e-07, eta: 2 days, 3:22:44, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0409, loss_cls: 0.2231, acc: 92.3191, loss_bbox: 0.2669, loss_mask: 0.2678, loss: 0.8399 +2022-09-21 02:50:29,188 - mmdet - INFO - Epoch [3][3850/7330] lr: 3.778e-07, eta: 2 days, 3:21:58, time: 0.741, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0440, loss_cls: 0.2325, acc: 92.0610, loss_bbox: 0.2766, loss_mask: 0.2627, loss: 0.8552 +2022-09-21 02:51:06,607 - mmdet - INFO - Epoch [3][3900/7330] lr: 3.778e-07, eta: 2 days, 3:21:16, time: 0.748, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0440, loss_cls: 0.2265, acc: 92.3911, loss_bbox: 0.2699, loss_mask: 0.2622, loss: 0.8432 +2022-09-21 02:51:43,759 - mmdet - INFO - Epoch [3][3950/7330] lr: 3.778e-07, eta: 2 days, 3:20:32, time: 0.743, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0410, loss_cls: 0.2143, acc: 92.7471, loss_bbox: 0.2581, loss_mask: 0.2583, loss: 0.8091 +2022-09-21 02:52:20,537 - mmdet - INFO - Epoch [3][4000/7330] lr: 3.778e-07, eta: 2 days, 3:19:42, time: 0.736, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0435, loss_cls: 0.2235, acc: 92.4221, loss_bbox: 0.2685, loss_mask: 0.2659, loss: 0.8413 +2022-09-21 02:52:57,467 - mmdet - INFO - Epoch [3][4050/7330] lr: 3.778e-07, eta: 2 days, 3:18:55, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0407, loss_cls: 0.2236, acc: 92.5537, loss_bbox: 0.2643, loss_mask: 0.2610, loss: 0.8250 +2022-09-21 02:53:34,583 - mmdet - INFO - Epoch [3][4100/7330] lr: 3.778e-07, eta: 2 days, 3:18:10, time: 0.742, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0427, loss_cls: 0.2197, acc: 92.5249, loss_bbox: 0.2629, loss_mask: 0.2640, loss: 0.8295 +2022-09-21 02:54:12,231 - mmdet - INFO - Epoch [3][4150/7330] lr: 3.778e-07, eta: 2 days, 3:17:31, time: 0.753, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0411, loss_cls: 0.2193, acc: 92.6370, loss_bbox: 0.2556, loss_mask: 0.2542, loss: 0.8082 +2022-09-21 02:54:49,941 - mmdet - INFO - Epoch [3][4200/7330] lr: 3.778e-07, eta: 2 days, 3:16:55, time: 0.755, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0425, loss_cls: 0.2128, acc: 92.6223, loss_bbox: 0.2612, loss_mask: 0.2594, loss: 0.8177 +2022-09-21 02:55:27,047 - mmdet - INFO - Epoch [3][4250/7330] lr: 3.778e-07, eta: 2 days, 3:16:10, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0402, loss_cls: 0.2147, acc: 92.7747, loss_bbox: 0.2533, loss_mask: 0.2654, loss: 0.8120 +2022-09-21 02:56:04,220 - mmdet - INFO - Epoch [3][4300/7330] lr: 3.778e-07, eta: 2 days, 3:15:25, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0425, loss_cls: 0.2229, acc: 92.3315, loss_bbox: 0.2679, loss_mask: 0.2707, loss: 0.8418 +2022-09-21 02:56:41,533 - mmdet - INFO - Epoch [3][4350/7330] lr: 3.778e-07, eta: 2 days, 3:14:43, time: 0.746, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0411, loss_cls: 0.2170, acc: 92.6885, loss_bbox: 0.2577, loss_mask: 0.2595, loss: 0.8134 +2022-09-21 02:57:18,446 - mmdet - INFO - Epoch [3][4400/7330] lr: 3.778e-07, eta: 2 days, 3:13:56, time: 0.738, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0403, loss_cls: 0.2199, acc: 92.5127, loss_bbox: 0.2672, loss_mask: 0.2649, loss: 0.8302 +2022-09-21 02:57:55,640 - mmdet - INFO - Epoch [3][4450/7330] lr: 3.778e-07, eta: 2 days, 3:13:12, time: 0.744, data_time: 0.024, memory: 54023, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0426, loss_cls: 0.2164, acc: 92.8533, loss_bbox: 0.2525, loss_mask: 0.2660, loss: 0.8155 +2022-09-21 02:58:32,398 - mmdet - INFO - Epoch [3][4500/7330] lr: 3.778e-07, eta: 2 days, 3:12:22, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0423, loss_cls: 0.2165, acc: 92.5703, loss_bbox: 0.2641, loss_mask: 0.2621, loss: 0.8243 +2022-09-21 02:59:09,653 - mmdet - INFO - Epoch [3][4550/7330] lr: 3.778e-07, eta: 2 days, 3:11:40, time: 0.746, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0401, loss_cls: 0.2148, acc: 92.7974, loss_bbox: 0.2529, loss_mask: 0.2669, loss: 0.8129 +2022-09-21 02:59:46,381 - mmdet - INFO - Epoch [3][4600/7330] lr: 3.778e-07, eta: 2 days, 3:10:50, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0410, loss_cls: 0.2138, acc: 92.6665, loss_bbox: 0.2547, loss_mask: 0.2638, loss: 0.8109 +2022-09-21 03:00:23,645 - mmdet - INFO - Epoch [3][4650/7330] lr: 3.778e-07, eta: 2 days, 3:10:07, time: 0.745, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0411, loss_cls: 0.2215, acc: 92.4814, loss_bbox: 0.2698, loss_mask: 0.2667, loss: 0.8367 +2022-09-21 03:01:01,309 - mmdet - INFO - Epoch [3][4700/7330] lr: 3.778e-07, eta: 2 days, 3:09:30, time: 0.754, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0444, loss_cls: 0.2235, acc: 92.3108, loss_bbox: 0.2669, loss_mask: 0.2655, loss: 0.8414 +2022-09-21 03:01:38,266 - mmdet - INFO - Epoch [3][4750/7330] lr: 3.778e-07, eta: 2 days, 3:08:43, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0428, loss_cls: 0.2287, acc: 92.1111, loss_bbox: 0.2767, loss_mask: 0.2603, loss: 0.8477 +2022-09-21 03:02:15,252 - mmdet - INFO - Epoch [3][4800/7330] lr: 3.778e-07, eta: 2 days, 3:07:57, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0410, loss_cls: 0.2182, acc: 92.5083, loss_bbox: 0.2644, loss_mask: 0.2657, loss: 0.8270 +2022-09-21 03:02:51,404 - mmdet - INFO - Epoch [3][4850/7330] lr: 3.778e-07, eta: 2 days, 3:07:01, time: 0.723, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0449, loss_cls: 0.2269, acc: 92.3511, loss_bbox: 0.2705, loss_mask: 0.2694, loss: 0.8531 +2022-09-21 03:03:29,484 - mmdet - INFO - Epoch [3][4900/7330] lr: 3.778e-07, eta: 2 days, 3:06:29, time: 0.762, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0415, loss_cls: 0.2220, acc: 92.4192, loss_bbox: 0.2658, loss_mask: 0.2647, loss: 0.8295 +2022-09-21 03:04:06,383 - mmdet - INFO - Epoch [3][4950/7330] lr: 3.778e-07, eta: 2 days, 3:05:41, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0410, loss_cls: 0.2127, acc: 92.7959, loss_bbox: 0.2570, loss_mask: 0.2533, loss: 0.7993 +2022-09-21 03:04:42,529 - mmdet - INFO - Epoch [3][5000/7330] lr: 3.778e-07, eta: 2 days, 3:04:45, time: 0.723, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0420, loss_cls: 0.2185, acc: 92.6604, loss_bbox: 0.2586, loss_mask: 0.2700, loss: 0.8274 +2022-09-21 03:05:19,842 - mmdet - INFO - Epoch [3][5050/7330] lr: 3.778e-07, eta: 2 days, 3:04:03, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0422, loss_cls: 0.2164, acc: 92.7266, loss_bbox: 0.2575, loss_mask: 0.2603, loss: 0.8181 +2022-09-21 03:05:58,302 - mmdet - INFO - Epoch [3][5100/7330] lr: 3.778e-07, eta: 2 days, 3:03:36, time: 0.769, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0438, loss_cls: 0.2243, acc: 92.3118, loss_bbox: 0.2677, loss_mask: 0.2641, loss: 0.8401 +2022-09-21 03:06:35,563 - mmdet - INFO - Epoch [3][5150/7330] lr: 3.778e-07, eta: 2 days, 3:02:53, time: 0.745, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0413, loss_cls: 0.2233, acc: 92.3000, loss_bbox: 0.2674, loss_mask: 0.2626, loss: 0.8331 +2022-09-21 03:07:12,075 - mmdet - INFO - Epoch [3][5200/7330] lr: 3.778e-07, eta: 2 days, 3:02:02, time: 0.730, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0430, loss_cls: 0.2277, acc: 92.2112, loss_bbox: 0.2734, loss_mask: 0.2684, loss: 0.8516 +2022-09-21 03:07:49,692 - mmdet - INFO - Epoch [3][5250/7330] lr: 3.778e-07, eta: 2 days, 3:01:24, time: 0.752, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0445, loss_cls: 0.2250, acc: 92.3455, loss_bbox: 0.2749, loss_mask: 0.2706, loss: 0.8523 +2022-09-21 03:08:26,465 - mmdet - INFO - Epoch [3][5300/7330] lr: 3.778e-07, eta: 2 days, 3:00:35, time: 0.734, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0413, loss_cls: 0.2148, acc: 92.5049, loss_bbox: 0.2684, loss_mask: 0.2650, loss: 0.8277 +2022-09-21 03:09:03,660 - mmdet - INFO - Epoch [3][5350/7330] lr: 3.778e-07, eta: 2 days, 2:59:52, time: 0.745, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0400, loss_cls: 0.2112, acc: 92.7979, loss_bbox: 0.2581, loss_mask: 0.2596, loss: 0.8040 +2022-09-21 03:09:40,685 - mmdet - INFO - Epoch [3][5400/7330] lr: 3.778e-07, eta: 2 days, 2:59:07, time: 0.741, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0400, loss_cls: 0.2152, acc: 92.7156, loss_bbox: 0.2612, loss_mask: 0.2588, loss: 0.8115 +2022-09-21 03:10:17,566 - mmdet - INFO - Epoch [3][5450/7330] lr: 3.778e-07, eta: 2 days, 2:58:20, time: 0.738, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0416, loss_cls: 0.2225, acc: 92.4556, loss_bbox: 0.2650, loss_mask: 0.2594, loss: 0.8260 +2022-09-21 03:10:54,547 - mmdet - INFO - Epoch [3][5500/7330] lr: 3.778e-07, eta: 2 days, 2:57:34, time: 0.739, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0439, loss_cls: 0.2187, acc: 92.4656, loss_bbox: 0.2638, loss_mask: 0.2626, loss: 0.8285 +2022-09-21 03:11:32,153 - mmdet - INFO - Epoch [3][5550/7330] lr: 3.778e-07, eta: 2 days, 2:56:57, time: 0.753, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0407, loss_cls: 0.2193, acc: 92.5916, loss_bbox: 0.2641, loss_mask: 0.2597, loss: 0.8233 +2022-09-21 03:12:09,380 - mmdet - INFO - Epoch [3][5600/7330] lr: 3.778e-07, eta: 2 days, 2:56:14, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0422, loss_cls: 0.2295, acc: 92.0854, loss_bbox: 0.2720, loss_mask: 0.2605, loss: 0.8433 +2022-09-21 03:12:46,257 - mmdet - INFO - Epoch [3][5650/7330] lr: 3.778e-07, eta: 2 days, 2:55:27, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0431, loss_cls: 0.2250, acc: 92.4070, loss_bbox: 0.2672, loss_mask: 0.2591, loss: 0.8316 +2022-09-21 03:13:23,659 - mmdet - INFO - Epoch [3][5700/7330] lr: 3.778e-07, eta: 2 days, 2:54:47, time: 0.748, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0433, loss_cls: 0.2199, acc: 92.4805, loss_bbox: 0.2615, loss_mask: 0.2657, loss: 0.8299 +2022-09-21 03:14:01,375 - mmdet - INFO - Epoch [3][5750/7330] lr: 3.778e-07, eta: 2 days, 2:54:10, time: 0.754, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0394, loss_cls: 0.2142, acc: 92.7571, loss_bbox: 0.2496, loss_mask: 0.2587, loss: 0.7944 +2022-09-21 03:14:39,065 - mmdet - INFO - Epoch [3][5800/7330] lr: 3.778e-07, eta: 2 days, 2:53:33, time: 0.754, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0429, loss_cls: 0.2259, acc: 92.3162, loss_bbox: 0.2673, loss_mask: 0.2689, loss: 0.8440 +2022-09-21 03:15:16,514 - mmdet - INFO - Epoch [3][5850/7330] lr: 3.778e-07, eta: 2 days, 2:52:53, time: 0.748, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0433, loss_cls: 0.2294, acc: 92.0808, loss_bbox: 0.2715, loss_mask: 0.2643, loss: 0.8471 +2022-09-21 03:15:53,746 - mmdet - INFO - Epoch [3][5900/7330] lr: 3.778e-07, eta: 2 days, 2:52:11, time: 0.746, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0397, loss_cls: 0.2152, acc: 92.5994, loss_bbox: 0.2584, loss_mask: 0.2567, loss: 0.8073 +2022-09-21 03:16:30,689 - mmdet - INFO - Epoch [3][5950/7330] lr: 3.778e-07, eta: 2 days, 2:51:25, time: 0.739, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0439, loss_cls: 0.2276, acc: 92.0376, loss_bbox: 0.2727, loss_mask: 0.2642, loss: 0.8485 +2022-09-21 03:17:07,595 - mmdet - INFO - Epoch [3][6000/7330] lr: 3.778e-07, eta: 2 days, 2:50:39, time: 0.738, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0394, loss_cls: 0.2102, acc: 92.7444, loss_bbox: 0.2551, loss_mask: 0.2583, loss: 0.8001 +2022-09-21 03:17:44,535 - mmdet - INFO - Epoch [3][6050/7330] lr: 3.778e-07, eta: 2 days, 2:49:53, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0460, loss_cls: 0.2225, acc: 92.2544, loss_bbox: 0.2712, loss_mask: 0.2608, loss: 0.8408 +2022-09-21 03:18:21,971 - mmdet - INFO - Epoch [3][6100/7330] lr: 3.778e-07, eta: 2 days, 2:49:14, time: 0.749, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0430, loss_cls: 0.2266, acc: 92.3638, loss_bbox: 0.2687, loss_mask: 0.2687, loss: 0.8458 +2022-09-21 03:18:59,173 - mmdet - INFO - Epoch [3][6150/7330] lr: 3.778e-07, eta: 2 days, 2:48:31, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0420, loss_cls: 0.2232, acc: 92.4104, loss_bbox: 0.2677, loss_mask: 0.2635, loss: 0.8331 +2022-09-21 03:19:36,387 - mmdet - INFO - Epoch [3][6200/7330] lr: 3.778e-07, eta: 2 days, 2:47:49, time: 0.744, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0417, loss_cls: 0.2206, acc: 92.4988, loss_bbox: 0.2644, loss_mask: 0.2630, loss: 0.8273 +2022-09-21 03:20:13,301 - mmdet - INFO - Epoch [3][6250/7330] lr: 3.778e-07, eta: 2 days, 2:47:03, time: 0.738, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0426, loss_cls: 0.2239, acc: 92.5046, loss_bbox: 0.2637, loss_mask: 0.2645, loss: 0.8332 +2022-09-21 03:20:50,022 - mmdet - INFO - Epoch [3][6300/7330] lr: 3.778e-07, eta: 2 days, 2:46:15, time: 0.734, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0390, loss_cls: 0.2068, acc: 92.9624, loss_bbox: 0.2484, loss_mask: 0.2583, loss: 0.7883 +2022-09-21 03:21:26,313 - mmdet - INFO - Epoch [3][6350/7330] lr: 3.778e-07, eta: 2 days, 2:45:22, time: 0.726, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0412, loss_cls: 0.2116, acc: 92.5876, loss_bbox: 0.2630, loss_mask: 0.2623, loss: 0.8161 +2022-09-21 03:22:03,133 - mmdet - INFO - Epoch [3][6400/7330] lr: 3.778e-07, eta: 2 days, 2:44:35, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0426, loss_cls: 0.2173, acc: 92.4446, loss_bbox: 0.2648, loss_mask: 0.2643, loss: 0.8268 +2022-09-21 03:22:39,693 - mmdet - INFO - Epoch [3][6450/7330] lr: 3.778e-07, eta: 2 days, 2:43:45, time: 0.731, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0374, loss_cls: 0.2078, acc: 93.0103, loss_bbox: 0.2490, loss_mask: 0.2581, loss: 0.7875 +2022-09-21 03:23:16,240 - mmdet - INFO - Epoch [3][6500/7330] lr: 3.778e-07, eta: 2 days, 2:42:55, time: 0.731, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0411, loss_cls: 0.2106, acc: 92.8232, loss_bbox: 0.2567, loss_mask: 0.2559, loss: 0.7996 +2022-09-21 03:23:52,718 - mmdet - INFO - Epoch [3][6550/7330] lr: 3.778e-07, eta: 2 days, 2:42:05, time: 0.730, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0412, loss_cls: 0.2163, acc: 92.6799, loss_bbox: 0.2559, loss_mask: 0.2640, loss: 0.8126 +2022-09-21 03:24:29,751 - mmdet - INFO - Epoch [3][6600/7330] lr: 3.778e-07, eta: 2 days, 2:41:21, time: 0.741, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0439, loss_cls: 0.2271, acc: 92.2620, loss_bbox: 0.2707, loss_mask: 0.2668, loss: 0.8459 +2022-09-21 03:25:06,706 - mmdet - INFO - Epoch [3][6650/7330] lr: 3.778e-07, eta: 2 days, 2:40:35, time: 0.738, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0418, loss_cls: 0.2240, acc: 92.3896, loss_bbox: 0.2659, loss_mask: 0.2603, loss: 0.8301 +2022-09-21 03:25:43,167 - mmdet - INFO - Epoch [3][6700/7330] lr: 3.778e-07, eta: 2 days, 2:39:45, time: 0.730, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0395, loss_cls: 0.2111, acc: 92.8577, loss_bbox: 0.2561, loss_mask: 0.2562, loss: 0.7978 +2022-09-21 03:26:20,059 - mmdet - INFO - Epoch [3][6750/7330] lr: 3.778e-07, eta: 2 days, 2:38:59, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0431, loss_cls: 0.2339, acc: 91.9221, loss_bbox: 0.2773, loss_mask: 0.2628, loss: 0.8578 +2022-09-21 03:26:56,262 - mmdet - INFO - Epoch [3][6800/7330] lr: 3.778e-07, eta: 2 days, 2:38:06, time: 0.724, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0429, loss_cls: 0.2170, acc: 92.5776, loss_bbox: 0.2651, loss_mask: 0.2620, loss: 0.8260 +2022-09-21 03:27:32,897 - mmdet - INFO - Epoch [3][6850/7330] lr: 3.778e-07, eta: 2 days, 2:37:17, time: 0.732, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0407, loss_cls: 0.2182, acc: 92.4509, loss_bbox: 0.2607, loss_mask: 0.2635, loss: 0.8198 +2022-09-21 03:28:09,689 - mmdet - INFO - Epoch [3][6900/7330] lr: 3.778e-07, eta: 2 days, 2:36:31, time: 0.736, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0411, loss_cls: 0.2150, acc: 92.6409, loss_bbox: 0.2596, loss_mask: 0.2555, loss: 0.8082 +2022-09-21 03:28:46,667 - mmdet - INFO - Epoch [3][6950/7330] lr: 3.778e-07, eta: 2 days, 2:35:46, time: 0.740, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0426, loss_cls: 0.2199, acc: 92.3752, loss_bbox: 0.2652, loss_mask: 0.2618, loss: 0.8267 +2022-09-21 03:29:23,475 - mmdet - INFO - Epoch [3][7000/7330] lr: 3.778e-07, eta: 2 days, 2:35:00, time: 0.736, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0396, loss_cls: 0.2171, acc: 92.6624, loss_bbox: 0.2554, loss_mask: 0.2548, loss: 0.8043 +2022-09-21 03:30:00,696 - mmdet - INFO - Epoch [3][7050/7330] lr: 3.778e-07, eta: 2 days, 2:34:18, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0452, loss_cls: 0.2284, acc: 92.1018, loss_bbox: 0.2750, loss_mask: 0.2659, loss: 0.8528 +2022-09-21 03:30:37,993 - mmdet - INFO - Epoch [3][7100/7330] lr: 3.778e-07, eta: 2 days, 2:33:37, time: 0.746, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0393, loss_cls: 0.2134, acc: 92.6919, loss_bbox: 0.2547, loss_mask: 0.2556, loss: 0.7986 +2022-09-21 03:31:14,974 - mmdet - INFO - Epoch [3][7150/7330] lr: 3.778e-07, eta: 2 days, 2:32:53, time: 0.740, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0432, loss_cls: 0.2236, acc: 92.1978, loss_bbox: 0.2664, loss_mask: 0.2640, loss: 0.8380 +2022-09-21 03:31:51,526 - mmdet - INFO - Epoch [3][7200/7330] lr: 3.778e-07, eta: 2 days, 2:32:04, time: 0.731, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0418, loss_cls: 0.2239, acc: 92.3386, loss_bbox: 0.2682, loss_mask: 0.2594, loss: 0.8322 +2022-09-21 03:32:28,602 - mmdet - INFO - Epoch [3][7250/7330] lr: 3.778e-07, eta: 2 days, 2:31:20, time: 0.741, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0408, loss_cls: 0.2223, acc: 92.4143, loss_bbox: 0.2642, loss_mask: 0.2563, loss: 0.8222 +2022-09-21 03:33:05,256 - mmdet - INFO - Epoch [3][7300/7330] lr: 3.778e-07, eta: 2 days, 2:30:33, time: 0.733, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0400, loss_cls: 0.2159, acc: 92.5293, loss_bbox: 0.2603, loss_mask: 0.2566, loss: 0.8104 +2022-09-21 03:33:36,595 - mmdet - INFO - Saving checkpoint at 3 epochs +2022-09-21 03:36:11,992 - mmdet - INFO - Evaluating bbox... +2022-09-21 03:36:48,655 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.408 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.658 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.442 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.268 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.444 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.542 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.548 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.548 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.548 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.384 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.592 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.692 + +2022-09-21 03:36:48,655 - mmdet - INFO - Evaluating segm... +2022-09-21 03:37:26,720 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.380 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.627 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.399 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.198 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.413 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.574 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.508 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.508 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.508 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.331 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.552 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.679 + +2022-09-21 03:37:27,486 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 03:37:27,488 - mmdet - INFO - Epoch(val) [3][625] bbox_mAP: 0.4080, bbox_mAP_50: 0.6580, bbox_mAP_75: 0.4420, bbox_mAP_s: 0.2680, bbox_mAP_m: 0.4440, bbox_mAP_l: 0.5420, bbox_mAP_copypaste: 0.408 0.658 0.442 0.268 0.444 0.542, segm_mAP: 0.3800, segm_mAP_50: 0.6270, segm_mAP_75: 0.3990, segm_mAP_s: 0.1980, segm_mAP_m: 0.4130, segm_mAP_l: 0.5740, segm_mAP_copypaste: 0.380 0.627 0.399 0.198 0.413 0.574 +2022-09-21 03:40:38,873 - mmdet - INFO - Epoch [4][50/7330] lr: 3.778e-07, eta: 2 days, 2:53:32, time: 3.827, data_time: 3.090, memory: 54023, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0439, loss_cls: 0.2237, acc: 92.2205, loss_bbox: 0.2710, loss_mask: 0.2634, loss: 0.8417 +2022-09-21 03:41:17,267 - mmdet - INFO - Epoch [4][100/7330] lr: 3.778e-07, eta: 2 days, 2:53:00, time: 0.768, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0416, loss_cls: 0.2150, acc: 92.6038, loss_bbox: 0.2622, loss_mask: 0.2584, loss: 0.8150 +2022-09-21 03:41:54,492 - mmdet - INFO - Epoch [4][150/7330] lr: 3.778e-07, eta: 2 days, 2:52:15, time: 0.744, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0399, loss_cls: 0.2100, acc: 92.7942, loss_bbox: 0.2534, loss_mask: 0.2489, loss: 0.7906 +2022-09-21 03:42:32,244 - mmdet - INFO - Epoch [4][200/7330] lr: 3.778e-07, eta: 2 days, 2:51:36, time: 0.755, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0417, loss_cls: 0.2121, acc: 92.6750, loss_bbox: 0.2609, loss_mask: 0.2594, loss: 0.8098 +2022-09-21 03:43:09,641 - mmdet - INFO - Epoch [4][250/7330] lr: 3.778e-07, eta: 2 days, 2:50:52, time: 0.747, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0417, loss_cls: 0.2146, acc: 92.6123, loss_bbox: 0.2620, loss_mask: 0.2604, loss: 0.8156 +2022-09-21 03:43:47,399 - mmdet - INFO - Epoch [4][300/7330] lr: 3.778e-07, eta: 2 days, 2:50:13, time: 0.756, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0413, loss_cls: 0.2083, acc: 92.7722, loss_bbox: 0.2576, loss_mask: 0.2540, loss: 0.7974 +2022-09-21 03:44:24,170 - mmdet - INFO - Epoch [4][350/7330] lr: 3.778e-07, eta: 2 days, 2:49:23, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0416, loss_cls: 0.2114, acc: 92.5869, loss_bbox: 0.2583, loss_mask: 0.2536, loss: 0.8033 +2022-09-21 03:45:02,049 - mmdet - INFO - Epoch [4][400/7330] lr: 3.778e-07, eta: 2 days, 2:48:46, time: 0.758, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0431, loss_cls: 0.2196, acc: 92.5469, loss_bbox: 0.2657, loss_mask: 0.2587, loss: 0.8242 +2022-09-21 03:45:38,999 - mmdet - INFO - Epoch [4][450/7330] lr: 3.778e-07, eta: 2 days, 2:47:58, time: 0.739, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0396, loss_cls: 0.2079, acc: 92.8550, loss_bbox: 0.2555, loss_mask: 0.2496, loss: 0.7901 +2022-09-21 03:46:16,714 - mmdet - INFO - Epoch [4][500/7330] lr: 3.778e-07, eta: 2 days, 2:47:18, time: 0.754, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0446, loss_cls: 0.2226, acc: 92.2607, loss_bbox: 0.2727, loss_mask: 0.2627, loss: 0.8404 +2022-09-21 03:46:54,465 - mmdet - INFO - Epoch [4][550/7330] lr: 3.778e-07, eta: 2 days, 2:46:39, time: 0.755, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0425, loss_cls: 0.2202, acc: 92.2576, loss_bbox: 0.2722, loss_mask: 0.2637, loss: 0.8319 +2022-09-21 03:47:32,276 - mmdet - INFO - Epoch [4][600/7330] lr: 3.778e-07, eta: 2 days, 2:46:00, time: 0.756, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0393, loss_cls: 0.2068, acc: 92.8762, loss_bbox: 0.2522, loss_mask: 0.2514, loss: 0.7832 +2022-09-21 03:48:10,028 - mmdet - INFO - Epoch [4][650/7330] lr: 3.778e-07, eta: 2 days, 2:45:21, time: 0.755, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0416, loss_cls: 0.2113, acc: 92.5862, loss_bbox: 0.2608, loss_mask: 0.2517, loss: 0.8008 +2022-09-21 03:48:47,088 - mmdet - INFO - Epoch [4][700/7330] lr: 3.778e-07, eta: 2 days, 2:44:34, time: 0.740, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0391, loss_cls: 0.2074, acc: 92.7546, loss_bbox: 0.2547, loss_mask: 0.2548, loss: 0.7922 +2022-09-21 03:49:23,791 - mmdet - INFO - Epoch [4][750/7330] lr: 3.778e-07, eta: 2 days, 2:43:45, time: 0.735, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0414, loss_cls: 0.2142, acc: 92.5352, loss_bbox: 0.2636, loss_mask: 0.2629, loss: 0.8178 +2022-09-21 03:50:01,209 - mmdet - INFO - Epoch [4][800/7330] lr: 3.778e-07, eta: 2 days, 2:43:02, time: 0.748, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0391, loss_cls: 0.2075, acc: 92.9011, loss_bbox: 0.2497, loss_mask: 0.2490, loss: 0.7796 +2022-09-21 03:50:38,132 - mmdet - INFO - Epoch [4][850/7330] lr: 3.778e-07, eta: 2 days, 2:42:14, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0382, loss_cls: 0.2010, acc: 93.0408, loss_bbox: 0.2455, loss_mask: 0.2570, loss: 0.7735 +2022-09-21 03:51:14,622 - mmdet - INFO - Epoch [4][900/7330] lr: 3.778e-07, eta: 2 days, 2:41:22, time: 0.730, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0383, loss_cls: 0.2096, acc: 92.6560, loss_bbox: 0.2589, loss_mask: 0.2545, loss: 0.7940 +2022-09-21 03:51:51,815 - mmdet - INFO - Epoch [4][950/7330] lr: 3.778e-07, eta: 2 days, 2:40:37, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0400, loss_cls: 0.2098, acc: 92.7820, loss_bbox: 0.2537, loss_mask: 0.2525, loss: 0.7927 +2022-09-21 03:52:28,776 - mmdet - INFO - Epoch [4][1000/7330] lr: 3.778e-07, eta: 2 days, 2:39:50, time: 0.739, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0391, loss_cls: 0.2136, acc: 92.4985, loss_bbox: 0.2710, loss_mask: 0.2654, loss: 0.8263 +2022-09-21 03:53:05,531 - mmdet - INFO - Epoch [4][1050/7330] lr: 3.778e-07, eta: 2 days, 2:39:00, time: 0.735, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0411, loss_cls: 0.2179, acc: 92.4341, loss_bbox: 0.2620, loss_mask: 0.2531, loss: 0.8095 +2022-09-21 03:53:42,261 - mmdet - INFO - Epoch [4][1100/7330] lr: 3.778e-07, eta: 2 days, 2:38:11, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0392, loss_cls: 0.2099, acc: 92.7751, loss_bbox: 0.2560, loss_mask: 0.2572, loss: 0.7975 +2022-09-21 03:54:18,878 - mmdet - INFO - Epoch [4][1150/7330] lr: 3.778e-07, eta: 2 days, 2:37:20, time: 0.732, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0412, loss_cls: 0.2183, acc: 92.4170, loss_bbox: 0.2677, loss_mask: 0.2681, loss: 0.8328 +2022-09-21 03:54:55,601 - mmdet - INFO - Epoch [4][1200/7330] lr: 3.778e-07, eta: 2 days, 2:36:30, time: 0.734, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0397, loss_cls: 0.2013, acc: 92.9905, loss_bbox: 0.2494, loss_mask: 0.2479, loss: 0.7730 +2022-09-21 03:55:32,345 - mmdet - INFO - Epoch [4][1250/7330] lr: 3.778e-07, eta: 2 days, 2:35:41, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0445, loss_cls: 0.2167, acc: 92.5300, loss_bbox: 0.2659, loss_mask: 0.2574, loss: 0.8222 +2022-09-21 03:56:09,799 - mmdet - INFO - Epoch [4][1300/7330] lr: 3.778e-07, eta: 2 days, 2:34:59, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0463, loss_cls: 0.2193, acc: 92.3550, loss_bbox: 0.2673, loss_mask: 0.2550, loss: 0.8288 +2022-09-21 03:56:46,532 - mmdet - INFO - Epoch [4][1350/7330] lr: 3.778e-07, eta: 2 days, 2:34:10, time: 0.735, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0374, loss_cls: 0.2037, acc: 92.9739, loss_bbox: 0.2484, loss_mask: 0.2467, loss: 0.7733 +2022-09-21 03:57:23,854 - mmdet - INFO - Epoch [4][1400/7330] lr: 3.778e-07, eta: 2 days, 2:33:27, time: 0.746, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0431, loss_cls: 0.2155, acc: 92.5938, loss_bbox: 0.2598, loss_mask: 0.2580, loss: 0.8169 +2022-09-21 03:58:00,474 - mmdet - INFO - Epoch [4][1450/7330] lr: 3.778e-07, eta: 2 days, 2:32:36, time: 0.732, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0372, loss_cls: 0.2009, acc: 93.1602, loss_bbox: 0.2408, loss_mask: 0.2485, loss: 0.7598 +2022-09-21 03:58:37,671 - mmdet - INFO - Epoch [4][1500/7330] lr: 3.778e-07, eta: 2 days, 2:31:51, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0434, loss_cls: 0.2173, acc: 92.4724, loss_bbox: 0.2566, loss_mask: 0.2485, loss: 0.8062 +2022-09-21 03:59:15,290 - mmdet - INFO - Epoch [4][1550/7330] lr: 3.778e-07, eta: 2 days, 2:31:11, time: 0.753, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0404, loss_cls: 0.2090, acc: 92.7822, loss_bbox: 0.2551, loss_mask: 0.2533, loss: 0.7917 +2022-09-21 03:59:52,350 - mmdet - INFO - Epoch [4][1600/7330] lr: 3.778e-07, eta: 2 days, 2:30:26, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0410, loss_cls: 0.2118, acc: 92.6631, loss_bbox: 0.2621, loss_mask: 0.2647, loss: 0.8198 +2022-09-21 04:00:28,947 - mmdet - INFO - Epoch [4][1650/7330] lr: 3.778e-07, eta: 2 days, 2:29:36, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0428, loss_cls: 0.2210, acc: 92.3589, loss_bbox: 0.2657, loss_mask: 0.2576, loss: 0.8251 +2022-09-21 04:01:05,778 - mmdet - INFO - Epoch [4][1700/7330] lr: 3.778e-07, eta: 2 days, 2:28:48, time: 0.737, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0408, loss_cls: 0.2033, acc: 93.0669, loss_bbox: 0.2432, loss_mask: 0.2511, loss: 0.7759 +2022-09-21 04:01:42,529 - mmdet - INFO - Epoch [4][1750/7330] lr: 3.778e-07, eta: 2 days, 2:27:59, time: 0.735, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0394, loss_cls: 0.2088, acc: 92.7793, loss_bbox: 0.2602, loss_mask: 0.2577, loss: 0.8005 +2022-09-21 04:02:18,825 - mmdet - INFO - Epoch [4][1800/7330] lr: 3.778e-07, eta: 2 days, 2:27:05, time: 0.725, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0383, loss_cls: 0.2050, acc: 92.8650, loss_bbox: 0.2540, loss_mask: 0.2516, loss: 0.7798 +2022-09-21 04:02:55,906 - mmdet - INFO - Epoch [4][1850/7330] lr: 3.778e-07, eta: 2 days, 2:26:20, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0405, loss_cls: 0.2018, acc: 93.0740, loss_bbox: 0.2484, loss_mask: 0.2545, loss: 0.7779 +2022-09-21 04:03:32,751 - mmdet - INFO - Epoch [4][1900/7330] lr: 3.778e-07, eta: 2 days, 2:25:33, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0399, loss_cls: 0.2111, acc: 92.7664, loss_bbox: 0.2551, loss_mask: 0.2578, loss: 0.8020 +2022-09-21 04:04:10,091 - mmdet - INFO - Epoch [4][1950/7330] lr: 3.778e-07, eta: 2 days, 2:24:50, time: 0.747, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0405, loss_cls: 0.2056, acc: 93.0686, loss_bbox: 0.2427, loss_mask: 0.2562, loss: 0.7803 +2022-09-21 04:04:47,074 - mmdet - INFO - Epoch [4][2000/7330] lr: 3.778e-07, eta: 2 days, 2:24:04, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0399, loss_cls: 0.2033, acc: 92.9460, loss_bbox: 0.2492, loss_mask: 0.2546, loss: 0.7811 +2022-09-21 04:05:24,735 - mmdet - INFO - Epoch [4][2050/7330] lr: 3.778e-07, eta: 2 days, 2:23:25, time: 0.754, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0419, loss_cls: 0.2092, acc: 92.6611, loss_bbox: 0.2602, loss_mask: 0.2569, loss: 0.8006 +2022-09-21 04:06:01,551 - mmdet - INFO - Epoch [4][2100/7330] lr: 3.778e-07, eta: 2 days, 2:22:37, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0411, loss_cls: 0.2169, acc: 92.6538, loss_bbox: 0.2621, loss_mask: 0.2549, loss: 0.8105 +2022-09-21 04:06:37,801 - mmdet - INFO - Epoch [4][2150/7330] lr: 3.778e-07, eta: 2 days, 2:21:43, time: 0.725, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0394, loss_cls: 0.2125, acc: 92.6567, loss_bbox: 0.2570, loss_mask: 0.2556, loss: 0.7991 +2022-09-21 04:07:14,473 - mmdet - INFO - Epoch [4][2200/7330] lr: 3.778e-07, eta: 2 days, 2:20:54, time: 0.733, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0432, loss_cls: 0.2141, acc: 92.4377, loss_bbox: 0.2639, loss_mask: 0.2537, loss: 0.8093 +2022-09-21 04:07:51,053 - mmdet - INFO - Epoch [4][2250/7330] lr: 3.778e-07, eta: 2 days, 2:20:04, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0422, loss_cls: 0.2091, acc: 92.7673, loss_bbox: 0.2525, loss_mask: 0.2549, loss: 0.7943 +2022-09-21 04:08:27,999 - mmdet - INFO - Epoch [4][2300/7330] lr: 3.778e-07, eta: 2 days, 2:19:18, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0422, loss_cls: 0.2240, acc: 92.2361, loss_bbox: 0.2701, loss_mask: 0.2627, loss: 0.8367 +2022-09-21 04:09:05,212 - mmdet - INFO - Epoch [4][2350/7330] lr: 3.778e-07, eta: 2 days, 2:18:34, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0381, loss_cls: 0.2034, acc: 92.8962, loss_bbox: 0.2506, loss_mask: 0.2525, loss: 0.7757 +2022-09-21 04:09:42,048 - mmdet - INFO - Epoch [4][2400/7330] lr: 3.778e-07, eta: 2 days, 2:17:47, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0420, loss_cls: 0.2080, acc: 92.8396, loss_bbox: 0.2510, loss_mask: 0.2525, loss: 0.7909 +2022-09-21 04:10:19,064 - mmdet - INFO - Epoch [4][2450/7330] lr: 3.778e-07, eta: 2 days, 2:17:01, time: 0.740, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0396, loss_cls: 0.2064, acc: 92.8354, loss_bbox: 0.2508, loss_mask: 0.2511, loss: 0.7816 +2022-09-21 04:10:55,821 - mmdet - INFO - Epoch [4][2500/7330] lr: 3.778e-07, eta: 2 days, 2:16:13, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0383, loss_cls: 0.2006, acc: 92.9409, loss_bbox: 0.2471, loss_mask: 0.2561, loss: 0.7756 +2022-09-21 04:11:32,307 - mmdet - INFO - Epoch [4][2550/7330] lr: 3.778e-07, eta: 2 days, 2:15:22, time: 0.729, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0363, loss_cls: 0.1995, acc: 93.1914, loss_bbox: 0.2387, loss_mask: 0.2506, loss: 0.7570 +2022-09-21 04:12:09,011 - mmdet - INFO - Epoch [4][2600/7330] lr: 3.778e-07, eta: 2 days, 2:14:34, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0403, loss_cls: 0.2127, acc: 92.7693, loss_bbox: 0.2595, loss_mask: 0.2531, loss: 0.7983 +2022-09-21 04:12:46,395 - mmdet - INFO - Epoch [4][2650/7330] lr: 3.778e-07, eta: 2 days, 2:13:53, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0387, loss_cls: 0.2123, acc: 92.6692, loss_bbox: 0.2567, loss_mask: 0.2599, loss: 0.8019 +2022-09-21 04:13:23,769 - mmdet - INFO - Epoch [4][2700/7330] lr: 3.778e-07, eta: 2 days, 2:13:11, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0415, loss_cls: 0.2126, acc: 92.6077, loss_bbox: 0.2637, loss_mask: 0.2552, loss: 0.8075 +2022-09-21 04:14:01,209 - mmdet - INFO - Epoch [4][2750/7330] lr: 3.778e-07, eta: 2 days, 2:12:30, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0366, loss_cls: 0.2051, acc: 92.9749, loss_bbox: 0.2479, loss_mask: 0.2488, loss: 0.7742 +2022-09-21 04:14:37,726 - mmdet - INFO - Epoch [4][2800/7330] lr: 3.778e-07, eta: 2 days, 2:11:39, time: 0.730, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0407, loss_cls: 0.2025, acc: 92.8953, loss_bbox: 0.2499, loss_mask: 0.2555, loss: 0.7847 +2022-09-21 04:15:15,122 - mmdet - INFO - Epoch [4][2850/7330] lr: 3.778e-07, eta: 2 days, 2:10:58, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0401, loss_cls: 0.2058, acc: 92.8325, loss_bbox: 0.2516, loss_mask: 0.2562, loss: 0.7888 +2022-09-21 04:15:52,304 - mmdet - INFO - Epoch [4][2900/7330] lr: 3.778e-07, eta: 2 days, 2:10:14, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0414, loss_cls: 0.2073, acc: 92.8667, loss_bbox: 0.2573, loss_mask: 0.2500, loss: 0.7926 +2022-09-21 04:16:29,109 - mmdet - INFO - Epoch [4][2950/7330] lr: 3.778e-07, eta: 2 days, 2:09:27, time: 0.736, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0380, loss_cls: 0.1955, acc: 93.0732, loss_bbox: 0.2473, loss_mask: 0.2551, loss: 0.7697 +2022-09-21 04:17:05,945 - mmdet - INFO - Epoch [4][3000/7330] lr: 3.778e-07, eta: 2 days, 2:08:40, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0382, loss_cls: 0.2088, acc: 92.8208, loss_bbox: 0.2503, loss_mask: 0.2560, loss: 0.7854 +2022-09-21 04:17:43,040 - mmdet - INFO - Epoch [4][3050/7330] lr: 3.778e-07, eta: 2 days, 2:07:56, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0424, loss_cls: 0.2185, acc: 92.4219, loss_bbox: 0.2687, loss_mask: 0.2615, loss: 0.8281 +2022-09-21 04:18:20,552 - mmdet - INFO - Epoch [4][3100/7330] lr: 3.778e-07, eta: 2 days, 2:07:15, time: 0.749, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0406, loss_cls: 0.2089, acc: 92.8665, loss_bbox: 0.2495, loss_mask: 0.2473, loss: 0.7841 +2022-09-21 04:18:57,822 - mmdet - INFO - Epoch [4][3150/7330] lr: 3.778e-07, eta: 2 days, 2:06:33, time: 0.746, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0425, loss_cls: 0.2156, acc: 92.5442, loss_bbox: 0.2637, loss_mask: 0.2601, loss: 0.8182 +2022-09-21 04:19:34,341 - mmdet - INFO - Epoch [4][3200/7330] lr: 3.778e-07, eta: 2 days, 2:05:43, time: 0.730, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0420, loss_cls: 0.2131, acc: 92.5330, loss_bbox: 0.2605, loss_mask: 0.2522, loss: 0.8055 +2022-09-21 04:20:11,714 - mmdet - INFO - Epoch [4][3250/7330] lr: 3.778e-07, eta: 2 days, 2:05:02, time: 0.747, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0396, loss_cls: 0.2007, acc: 93.0784, loss_bbox: 0.2405, loss_mask: 0.2510, loss: 0.7680 +2022-09-21 04:20:48,654 - mmdet - INFO - Epoch [4][3300/7330] lr: 3.778e-07, eta: 2 days, 2:04:16, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0395, loss_cls: 0.2091, acc: 92.8904, loss_bbox: 0.2516, loss_mask: 0.2513, loss: 0.7859 +2022-09-21 04:21:25,672 - mmdet - INFO - Epoch [4][3350/7330] lr: 3.778e-07, eta: 2 days, 2:03:31, time: 0.740, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0394, loss_cls: 0.2049, acc: 92.9199, loss_bbox: 0.2465, loss_mask: 0.2485, loss: 0.7725 +2022-09-21 04:22:03,348 - mmdet - INFO - Epoch [4][3400/7330] lr: 3.778e-07, eta: 2 days, 2:02:52, time: 0.753, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0403, loss_cls: 0.2026, acc: 92.9902, loss_bbox: 0.2417, loss_mask: 0.2496, loss: 0.7701 +2022-09-21 04:22:39,993 - mmdet - INFO - Epoch [4][3450/7330] lr: 3.778e-07, eta: 2 days, 2:02:04, time: 0.733, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0371, loss_cls: 0.2006, acc: 93.1162, loss_bbox: 0.2421, loss_mask: 0.2504, loss: 0.7653 +2022-09-21 04:23:17,191 - mmdet - INFO - Epoch [4][3500/7330] lr: 3.778e-07, eta: 2 days, 2:01:21, time: 0.744, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0377, loss_cls: 0.2111, acc: 92.6895, loss_bbox: 0.2591, loss_mask: 0.2567, loss: 0.7967 +2022-09-21 04:23:54,227 - mmdet - INFO - Epoch [4][3550/7330] lr: 3.778e-07, eta: 2 days, 2:00:36, time: 0.741, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0373, loss_cls: 0.2016, acc: 93.0178, loss_bbox: 0.2429, loss_mask: 0.2540, loss: 0.7678 +2022-09-21 04:24:31,143 - mmdet - INFO - Epoch [4][3600/7330] lr: 3.778e-07, eta: 2 days, 1:59:50, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0401, loss_cls: 0.2112, acc: 92.8389, loss_bbox: 0.2540, loss_mask: 0.2527, loss: 0.7930 +2022-09-21 04:25:08,578 - mmdet - INFO - Epoch [4][3650/7330] lr: 3.778e-07, eta: 2 days, 1:59:08, time: 0.746, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0406, loss_cls: 0.2108, acc: 92.6909, loss_bbox: 0.2553, loss_mask: 0.2551, loss: 0.7976 +2022-09-21 04:25:45,413 - mmdet - INFO - Epoch [4][3700/7330] lr: 3.778e-07, eta: 2 days, 1:58:23, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0396, loss_cls: 0.2097, acc: 92.7922, loss_bbox: 0.2532, loss_mask: 0.2640, loss: 0.8021 +2022-09-21 04:26:22,343 - mmdet - INFO - Epoch [4][3750/7330] lr: 3.778e-07, eta: 2 days, 1:57:38, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0385, loss_cls: 0.2008, acc: 93.0459, loss_bbox: 0.2471, loss_mask: 0.2505, loss: 0.7716 +2022-09-21 04:26:59,553 - mmdet - INFO - Epoch [4][3800/7330] lr: 3.778e-07, eta: 2 days, 1:56:55, time: 0.744, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0411, loss_cls: 0.2099, acc: 92.6140, loss_bbox: 0.2570, loss_mask: 0.2581, loss: 0.8018 +2022-09-21 04:27:36,656 - mmdet - INFO - Epoch [4][3850/7330] lr: 3.778e-07, eta: 2 days, 1:56:11, time: 0.742, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0381, loss_cls: 0.2077, acc: 92.7651, loss_bbox: 0.2474, loss_mask: 0.2532, loss: 0.7800 +2022-09-21 04:28:13,648 - mmdet - INFO - Epoch [4][3900/7330] lr: 3.778e-07, eta: 2 days, 1:55:26, time: 0.739, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0410, loss_cls: 0.2138, acc: 92.6099, loss_bbox: 0.2586, loss_mask: 0.2503, loss: 0.8027 +2022-09-21 04:28:50,602 - mmdet - INFO - Epoch [4][3950/7330] lr: 3.778e-07, eta: 2 days, 1:54:41, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0395, loss_cls: 0.2107, acc: 92.7292, loss_bbox: 0.2520, loss_mask: 0.2568, loss: 0.7954 +2022-09-21 04:29:27,270 - mmdet - INFO - Epoch [4][4000/7330] lr: 3.778e-07, eta: 2 days, 1:53:53, time: 0.733, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0397, loss_cls: 0.2162, acc: 92.7729, loss_bbox: 0.2528, loss_mask: 0.2541, loss: 0.7979 +2022-09-21 04:30:03,793 - mmdet - INFO - Epoch [4][4050/7330] lr: 3.778e-07, eta: 2 days, 1:53:04, time: 0.730, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0399, loss_cls: 0.2080, acc: 92.8699, loss_bbox: 0.2491, loss_mask: 0.2592, loss: 0.7937 +2022-09-21 04:30:40,194 - mmdet - INFO - Epoch [4][4100/7330] lr: 3.778e-07, eta: 2 days, 1:52:14, time: 0.727, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0379, loss_cls: 0.1952, acc: 93.2329, loss_bbox: 0.2396, loss_mask: 0.2507, loss: 0.7604 +2022-09-21 04:31:16,987 - mmdet - INFO - Epoch [4][4150/7330] lr: 3.778e-07, eta: 2 days, 1:51:28, time: 0.737, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0387, loss_cls: 0.2079, acc: 92.6992, loss_bbox: 0.2524, loss_mask: 0.2511, loss: 0.7850 +2022-09-21 04:31:54,678 - mmdet - INFO - Epoch [4][4200/7330] lr: 3.778e-07, eta: 2 days, 1:50:49, time: 0.754, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0441, loss_cls: 0.2122, acc: 92.6343, loss_bbox: 0.2634, loss_mask: 0.2641, loss: 0.8215 +2022-09-21 04:32:31,676 - mmdet - INFO - Epoch [4][4250/7330] lr: 3.778e-07, eta: 2 days, 1:50:05, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0369, loss_cls: 0.2033, acc: 93.0525, loss_bbox: 0.2453, loss_mask: 0.2571, loss: 0.7742 +2022-09-21 04:33:08,285 - mmdet - INFO - Epoch [4][4300/7330] lr: 3.778e-07, eta: 2 days, 1:49:17, time: 0.732, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0424, loss_cls: 0.2198, acc: 92.4031, loss_bbox: 0.2663, loss_mask: 0.2575, loss: 0.8234 +2022-09-21 04:33:45,048 - mmdet - INFO - Epoch [4][4350/7330] lr: 3.778e-07, eta: 2 days, 1:48:30, time: 0.735, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0411, loss_cls: 0.2100, acc: 92.8379, loss_bbox: 0.2580, loss_mask: 0.2568, loss: 0.8020 +2022-09-21 04:34:21,691 - mmdet - INFO - Epoch [4][4400/7330] lr: 3.778e-07, eta: 2 days, 1:47:42, time: 0.732, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0407, loss_cls: 0.2003, acc: 93.0388, loss_bbox: 0.2466, loss_mask: 0.2472, loss: 0.7712 +2022-09-21 04:34:58,857 - mmdet - INFO - Epoch [4][4450/7330] lr: 3.778e-07, eta: 2 days, 1:47:00, time: 0.744, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0421, loss_cls: 0.2081, acc: 92.9102, loss_bbox: 0.2467, loss_mask: 0.2544, loss: 0.7857 +2022-09-21 04:35:35,868 - mmdet - INFO - Epoch [4][4500/7330] lr: 3.778e-07, eta: 2 days, 1:46:15, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0398, loss_cls: 0.2071, acc: 92.8369, loss_bbox: 0.2535, loss_mask: 0.2560, loss: 0.7931 +2022-09-21 04:36:12,728 - mmdet - INFO - Epoch [4][4550/7330] lr: 3.778e-07, eta: 2 days, 1:45:30, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0398, loss_cls: 0.2080, acc: 92.7734, loss_bbox: 0.2533, loss_mask: 0.2532, loss: 0.7883 +2022-09-21 04:36:49,237 - mmdet - INFO - Epoch [4][4600/7330] lr: 3.778e-07, eta: 2 days, 1:44:41, time: 0.730, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0397, loss_cls: 0.2112, acc: 92.7468, loss_bbox: 0.2605, loss_mask: 0.2531, loss: 0.7990 +2022-09-21 04:37:26,328 - mmdet - INFO - Epoch [4][4650/7330] lr: 3.778e-07, eta: 2 days, 1:43:58, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0413, loss_cls: 0.2148, acc: 92.5813, loss_bbox: 0.2557, loss_mask: 0.2515, loss: 0.8017 +2022-09-21 04:38:02,706 - mmdet - INFO - Epoch [4][4700/7330] lr: 3.778e-07, eta: 2 days, 1:43:08, time: 0.728, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0401, loss_cls: 0.2141, acc: 92.6284, loss_bbox: 0.2566, loss_mask: 0.2528, loss: 0.7992 +2022-09-21 04:38:40,067 - mmdet - INFO - Epoch [4][4750/7330] lr: 3.778e-07, eta: 2 days, 1:42:27, time: 0.747, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0397, loss_cls: 0.2093, acc: 92.8596, loss_bbox: 0.2534, loss_mask: 0.2561, loss: 0.7933 +2022-09-21 04:39:16,975 - mmdet - INFO - Epoch [4][4800/7330] lr: 3.778e-07, eta: 2 days, 1:41:42, time: 0.738, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0421, loss_cls: 0.2124, acc: 92.6018, loss_bbox: 0.2556, loss_mask: 0.2483, loss: 0.7943 +2022-09-21 04:39:54,260 - mmdet - INFO - Epoch [4][4850/7330] lr: 3.778e-07, eta: 2 days, 1:41:00, time: 0.746, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0426, loss_cls: 0.2175, acc: 92.4104, loss_bbox: 0.2647, loss_mask: 0.2557, loss: 0.8181 +2022-09-21 04:40:31,463 - mmdet - INFO - Epoch [4][4900/7330] lr: 3.778e-07, eta: 2 days, 1:40:18, time: 0.744, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0402, loss_cls: 0.2131, acc: 92.4963, loss_bbox: 0.2579, loss_mask: 0.2493, loss: 0.7964 +2022-09-21 04:41:07,824 - mmdet - INFO - Epoch [4][4950/7330] lr: 3.778e-07, eta: 2 days, 1:39:28, time: 0.727, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0431, loss_cls: 0.2089, acc: 92.6157, loss_bbox: 0.2547, loss_mask: 0.2525, loss: 0.7932 +2022-09-21 04:41:44,737 - mmdet - INFO - Epoch [4][5000/7330] lr: 3.778e-07, eta: 2 days, 1:38:43, time: 0.738, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0403, loss_cls: 0.2116, acc: 92.6277, loss_bbox: 0.2563, loss_mask: 0.2490, loss: 0.7924 +2022-09-21 04:42:21,631 - mmdet - INFO - Epoch [4][5050/7330] lr: 3.778e-07, eta: 2 days, 1:37:58, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0383, loss_cls: 0.2067, acc: 92.8184, loss_bbox: 0.2516, loss_mask: 0.2500, loss: 0.7808 +2022-09-21 04:42:58,856 - mmdet - INFO - Epoch [4][5100/7330] lr: 3.778e-07, eta: 2 days, 1:37:16, time: 0.745, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0412, loss_cls: 0.2077, acc: 92.8879, loss_bbox: 0.2553, loss_mask: 0.2530, loss: 0.7927 +2022-09-21 04:43:36,215 - mmdet - INFO - Epoch [4][5150/7330] lr: 3.778e-07, eta: 2 days, 1:36:35, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0400, loss_cls: 0.2083, acc: 92.8472, loss_bbox: 0.2508, loss_mask: 0.2531, loss: 0.7892 +2022-09-21 04:44:13,462 - mmdet - INFO - Epoch [4][5200/7330] lr: 3.778e-07, eta: 2 days, 1:35:53, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0435, loss_cls: 0.2072, acc: 92.8140, loss_bbox: 0.2568, loss_mask: 0.2556, loss: 0.8025 +2022-09-21 04:44:49,908 - mmdet - INFO - Epoch [4][5250/7330] lr: 3.778e-07, eta: 2 days, 1:35:04, time: 0.729, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0412, loss_cls: 0.2045, acc: 92.8843, loss_bbox: 0.2506, loss_mask: 0.2508, loss: 0.7840 +2022-09-21 04:45:26,519 - mmdet - INFO - Epoch [4][5300/7330] lr: 3.778e-07, eta: 2 days, 1:34:17, time: 0.733, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0394, loss_cls: 0.2137, acc: 92.6150, loss_bbox: 0.2581, loss_mask: 0.2502, loss: 0.7950 +2022-09-21 04:46:02,484 - mmdet - INFO - Epoch [4][5350/7330] lr: 3.778e-07, eta: 2 days, 1:33:24, time: 0.720, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0411, loss_cls: 0.2114, acc: 92.6880, loss_bbox: 0.2581, loss_mask: 0.2564, loss: 0.8039 +2022-09-21 04:46:39,197 - mmdet - INFO - Epoch [4][5400/7330] lr: 3.778e-07, eta: 2 days, 1:32:38, time: 0.734, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0422, loss_cls: 0.2129, acc: 92.6338, loss_bbox: 0.2598, loss_mask: 0.2549, loss: 0.8060 +2022-09-21 04:47:16,068 - mmdet - INFO - Epoch [4][5450/7330] lr: 3.778e-07, eta: 2 days, 1:31:53, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0408, loss_cls: 0.2063, acc: 92.8425, loss_bbox: 0.2537, loss_mask: 0.2530, loss: 0.7882 +2022-09-21 04:47:53,224 - mmdet - INFO - Epoch [4][5500/7330] lr: 3.778e-07, eta: 2 days, 1:31:11, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0414, loss_cls: 0.2097, acc: 92.6423, loss_bbox: 0.2582, loss_mask: 0.2578, loss: 0.8002 +2022-09-21 04:48:29,605 - mmdet - INFO - Epoch [4][5550/7330] lr: 3.778e-07, eta: 2 days, 1:30:22, time: 0.728, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0382, loss_cls: 0.2039, acc: 93.0002, loss_bbox: 0.2500, loss_mask: 0.2498, loss: 0.7771 +2022-09-21 04:49:06,716 - mmdet - INFO - Epoch [4][5600/7330] lr: 3.778e-07, eta: 2 days, 1:29:39, time: 0.742, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0395, loss_cls: 0.2091, acc: 92.7544, loss_bbox: 0.2546, loss_mask: 0.2468, loss: 0.7867 +2022-09-21 04:49:42,915 - mmdet - INFO - Epoch [4][5650/7330] lr: 3.778e-07, eta: 2 days, 1:28:48, time: 0.724, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0397, loss_cls: 0.2085, acc: 92.8293, loss_bbox: 0.2506, loss_mask: 0.2529, loss: 0.7879 +2022-09-21 04:50:19,498 - mmdet - INFO - Epoch [4][5700/7330] lr: 3.778e-07, eta: 2 days, 1:28:01, time: 0.731, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0392, loss_cls: 0.2097, acc: 92.9185, loss_bbox: 0.2484, loss_mask: 0.2518, loss: 0.7874 +2022-09-21 04:50:56,009 - mmdet - INFO - Epoch [4][5750/7330] lr: 3.778e-07, eta: 2 days, 1:27:13, time: 0.730, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0379, loss_cls: 0.2116, acc: 92.8318, loss_bbox: 0.2481, loss_mask: 0.2547, loss: 0.7866 +2022-09-21 04:51:32,776 - mmdet - INFO - Epoch [4][5800/7330] lr: 3.778e-07, eta: 2 days, 1:26:28, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0386, loss_cls: 0.2004, acc: 93.0454, loss_bbox: 0.2457, loss_mask: 0.2497, loss: 0.7697 +2022-09-21 04:52:09,738 - mmdet - INFO - Epoch [4][5850/7330] lr: 3.778e-07, eta: 2 days, 1:25:44, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0407, loss_cls: 0.2106, acc: 92.6377, loss_bbox: 0.2545, loss_mask: 0.2477, loss: 0.7880 +2022-09-21 04:52:46,493 - mmdet - INFO - Epoch [4][5900/7330] lr: 3.778e-07, eta: 2 days, 1:24:58, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0414, loss_cls: 0.2009, acc: 93.0171, loss_bbox: 0.2469, loss_mask: 0.2501, loss: 0.7765 +2022-09-21 04:53:23,517 - mmdet - INFO - Epoch [4][5950/7330] lr: 3.778e-07, eta: 2 days, 1:24:15, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0403, loss_cls: 0.2100, acc: 92.6355, loss_bbox: 0.2585, loss_mask: 0.2566, loss: 0.8024 +2022-09-21 04:54:00,645 - mmdet - INFO - Epoch [4][6000/7330] lr: 3.778e-07, eta: 2 days, 1:23:32, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0354, loss_cls: 0.1974, acc: 93.0166, loss_bbox: 0.2487, loss_mask: 0.2479, loss: 0.7633 +2022-09-21 04:54:37,304 - mmdet - INFO - Epoch [4][6050/7330] lr: 3.778e-07, eta: 2 days, 1:22:46, time: 0.733, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0418, loss_cls: 0.2128, acc: 92.6260, loss_bbox: 0.2560, loss_mask: 0.2604, loss: 0.8058 +2022-09-21 04:55:14,264 - mmdet - INFO - Epoch [4][6100/7330] lr: 3.778e-07, eta: 2 days, 1:22:01, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0388, loss_cls: 0.2138, acc: 92.5671, loss_bbox: 0.2591, loss_mask: 0.2585, loss: 0.8055 +2022-09-21 04:55:51,373 - mmdet - INFO - Epoch [4][6150/7330] lr: 3.778e-07, eta: 2 days, 1:21:20, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0380, loss_cls: 0.2074, acc: 92.9187, loss_bbox: 0.2445, loss_mask: 0.2461, loss: 0.7707 +2022-09-21 04:56:28,716 - mmdet - INFO - Epoch [4][6200/7330] lr: 3.778e-07, eta: 2 days, 1:20:39, time: 0.747, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0426, loss_cls: 0.2176, acc: 92.5786, loss_bbox: 0.2566, loss_mask: 0.2528, loss: 0.8039 +2022-09-21 04:57:06,019 - mmdet - INFO - Epoch [4][6250/7330] lr: 3.778e-07, eta: 2 days, 1:19:58, time: 0.746, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0432, loss_cls: 0.2147, acc: 92.4221, loss_bbox: 0.2658, loss_mask: 0.2576, loss: 0.8163 +2022-09-21 04:57:42,659 - mmdet - INFO - Epoch [4][6300/7330] lr: 3.778e-07, eta: 2 days, 1:19:12, time: 0.733, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0417, loss_cls: 0.2179, acc: 92.5181, loss_bbox: 0.2594, loss_mask: 0.2528, loss: 0.8093 +2022-09-21 04:58:19,775 - mmdet - INFO - Epoch [4][6350/7330] lr: 3.778e-07, eta: 2 days, 1:18:29, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0426, loss_cls: 0.2043, acc: 92.7913, loss_bbox: 0.2543, loss_mask: 0.2505, loss: 0.7891 +2022-09-21 04:58:56,495 - mmdet - INFO - Epoch [4][6400/7330] lr: 3.778e-07, eta: 2 days, 1:17:44, time: 0.734, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0394, loss_cls: 0.2078, acc: 92.7734, loss_bbox: 0.2481, loss_mask: 0.2533, loss: 0.7840 +2022-09-21 04:59:33,738 - mmdet - INFO - Epoch [4][6450/7330] lr: 3.778e-07, eta: 2 days, 1:17:02, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0380, loss_cls: 0.2011, acc: 93.0396, loss_bbox: 0.2423, loss_mask: 0.2450, loss: 0.7590 +2022-09-21 05:00:10,753 - mmdet - INFO - Epoch [4][6500/7330] lr: 3.778e-07, eta: 2 days, 1:16:19, time: 0.740, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0438, loss_cls: 0.2183, acc: 92.3259, loss_bbox: 0.2608, loss_mask: 0.2534, loss: 0.8130 +2022-09-21 05:00:47,800 - mmdet - INFO - Epoch [4][6550/7330] lr: 3.778e-07, eta: 2 days, 1:15:36, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0378, loss_cls: 0.2023, acc: 93.1001, loss_bbox: 0.2392, loss_mask: 0.2535, loss: 0.7675 +2022-09-21 05:01:23,780 - mmdet - INFO - Epoch [4][6600/7330] lr: 3.778e-07, eta: 2 days, 1:14:45, time: 0.720, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0381, loss_cls: 0.2022, acc: 92.9958, loss_bbox: 0.2445, loss_mask: 0.2478, loss: 0.7665 +2022-09-21 05:02:00,375 - mmdet - INFO - Epoch [4][6650/7330] lr: 3.778e-07, eta: 2 days, 1:13:58, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0400, loss_cls: 0.2088, acc: 92.7126, loss_bbox: 0.2517, loss_mask: 0.2507, loss: 0.7843 +2022-09-21 05:02:37,161 - mmdet - INFO - Epoch [4][6700/7330] lr: 3.778e-07, eta: 2 days, 1:13:13, time: 0.736, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0401, loss_cls: 0.2011, acc: 93.1086, loss_bbox: 0.2408, loss_mask: 0.2461, loss: 0.7625 +2022-09-21 05:03:14,545 - mmdet - INFO - Epoch [4][6750/7330] lr: 3.778e-07, eta: 2 days, 1:12:33, time: 0.748, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0404, loss_cls: 0.1987, acc: 92.9729, loss_bbox: 0.2491, loss_mask: 0.2489, loss: 0.7744 +2022-09-21 05:03:51,555 - mmdet - INFO - Epoch [4][6800/7330] lr: 3.778e-07, eta: 2 days, 1:11:50, time: 0.740, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0426, loss_cls: 0.2170, acc: 92.5085, loss_bbox: 0.2571, loss_mask: 0.2467, loss: 0.7998 +2022-09-21 05:04:28,602 - mmdet - INFO - Epoch [4][6850/7330] lr: 3.778e-07, eta: 2 days, 1:11:07, time: 0.741, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0387, loss_cls: 0.2034, acc: 92.9512, loss_bbox: 0.2483, loss_mask: 0.2535, loss: 0.7764 +2022-09-21 05:05:05,962 - mmdet - INFO - Epoch [4][6900/7330] lr: 3.778e-07, eta: 2 days, 1:10:27, time: 0.747, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0407, loss_cls: 0.2119, acc: 92.6982, loss_bbox: 0.2567, loss_mask: 0.2535, loss: 0.7964 +2022-09-21 05:05:42,585 - mmdet - INFO - Epoch [4][6950/7330] lr: 3.778e-07, eta: 2 days, 1:09:41, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0407, loss_cls: 0.2076, acc: 92.6980, loss_bbox: 0.2541, loss_mask: 0.2529, loss: 0.7913 +2022-09-21 05:06:19,618 - mmdet - INFO - Epoch [4][7000/7330] lr: 3.778e-07, eta: 2 days, 1:08:58, time: 0.741, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0391, loss_cls: 0.2144, acc: 92.7424, loss_bbox: 0.2559, loss_mask: 0.2568, loss: 0.8019 +2022-09-21 05:06:56,947 - mmdet - INFO - Epoch [4][7050/7330] lr: 3.778e-07, eta: 2 days, 1:08:18, time: 0.747, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0395, loss_cls: 0.2036, acc: 92.8091, loss_bbox: 0.2538, loss_mask: 0.2544, loss: 0.7838 +2022-09-21 05:07:33,506 - mmdet - INFO - Epoch [4][7100/7330] lr: 3.778e-07, eta: 2 days, 1:07:31, time: 0.731, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0443, loss_cls: 0.2208, acc: 92.3921, loss_bbox: 0.2613, loss_mask: 0.2576, loss: 0.8218 +2022-09-21 05:08:10,943 - mmdet - INFO - Epoch [4][7150/7330] lr: 3.778e-07, eta: 2 days, 1:06:52, time: 0.749, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0392, loss_cls: 0.2164, acc: 92.5864, loss_bbox: 0.2545, loss_mask: 0.2564, loss: 0.8024 +2022-09-21 05:08:47,546 - mmdet - INFO - Epoch [4][7200/7330] lr: 3.778e-07, eta: 2 days, 1:06:06, time: 0.732, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0400, loss_cls: 0.2064, acc: 92.8699, loss_bbox: 0.2469, loss_mask: 0.2553, loss: 0.7848 +2022-09-21 05:09:25,364 - mmdet - INFO - Epoch [4][7250/7330] lr: 3.778e-07, eta: 2 days, 1:05:29, time: 0.756, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0395, loss_cls: 0.2002, acc: 93.0825, loss_bbox: 0.2412, loss_mask: 0.2431, loss: 0.7569 +2022-09-21 05:10:02,829 - mmdet - INFO - Epoch [4][7300/7330] lr: 3.778e-07, eta: 2 days, 1:04:50, time: 0.748, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0419, loss_cls: 0.2164, acc: 92.5332, loss_bbox: 0.2600, loss_mask: 0.2499, loss: 0.8039 +2022-09-21 05:10:35,249 - mmdet - INFO - Saving checkpoint at 4 epochs +2022-09-21 05:12:51,783 - mmdet - INFO - Evaluating bbox... +2022-09-21 05:13:23,688 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.425 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.670 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.464 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.282 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.467 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.562 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.555 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.555 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.555 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.381 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.603 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.698 + +2022-09-21 05:13:23,688 - mmdet - INFO - Evaluating segm... +2022-09-21 05:14:01,683 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.396 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.641 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.420 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.212 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.434 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.599 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.517 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.517 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.517 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.332 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.570 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.693 + +2022-09-21 05:14:02,489 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 05:14:02,490 - mmdet - INFO - Epoch(val) [4][625] bbox_mAP: 0.4250, bbox_mAP_50: 0.6700, bbox_mAP_75: 0.4640, bbox_mAP_s: 0.2820, bbox_mAP_m: 0.4670, bbox_mAP_l: 0.5620, bbox_mAP_copypaste: 0.425 0.670 0.464 0.282 0.467 0.562, segm_mAP: 0.3960, segm_mAP_50: 0.6410, segm_mAP_75: 0.4200, segm_mAP_s: 0.2120, segm_mAP_m: 0.4340, segm_mAP_l: 0.5990, segm_mAP_copypaste: 0.396 0.641 0.420 0.212 0.434 0.599 +2022-09-21 05:16:27,121 - mmdet - INFO - Epoch [5][50/7330] lr: 3.778e-07, eta: 2 days, 1:15:03, time: 2.892, data_time: 2.155, memory: 54023, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0407, loss_cls: 0.2150, acc: 92.6082, loss_bbox: 0.2615, loss_mask: 0.2538, loss: 0.8091 +2022-09-21 05:17:04,407 - mmdet - INFO - Epoch [5][100/7330] lr: 3.778e-07, eta: 2 days, 1:14:21, time: 0.745, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0396, loss_cls: 0.1945, acc: 93.2312, loss_bbox: 0.2465, loss_mask: 0.2487, loss: 0.7632 +2022-09-21 05:17:42,252 - mmdet - INFO - Epoch [5][150/7330] lr: 3.778e-07, eta: 2 days, 1:13:43, time: 0.757, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0402, loss_cls: 0.1987, acc: 93.0042, loss_bbox: 0.2485, loss_mask: 0.2497, loss: 0.7696 +2022-09-21 05:18:19,878 - mmdet - INFO - Epoch [5][200/7330] lr: 3.778e-07, eta: 2 days, 1:13:04, time: 0.753, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0372, loss_cls: 0.1985, acc: 93.2004, loss_bbox: 0.2373, loss_mask: 0.2446, loss: 0.7489 +2022-09-21 05:18:57,123 - mmdet - INFO - Epoch [5][250/7330] lr: 3.778e-07, eta: 2 days, 1:12:22, time: 0.745, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0384, loss_cls: 0.2004, acc: 92.9956, loss_bbox: 0.2495, loss_mask: 0.2451, loss: 0.7668 +2022-09-21 05:19:34,529 - mmdet - INFO - Epoch [5][300/7330] lr: 3.778e-07, eta: 2 days, 1:11:41, time: 0.748, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0366, loss_cls: 0.1927, acc: 93.2473, loss_bbox: 0.2422, loss_mask: 0.2452, loss: 0.7465 +2022-09-21 05:20:11,339 - mmdet - INFO - Epoch [5][350/7330] lr: 3.778e-07, eta: 2 days, 1:10:56, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0381, loss_cls: 0.1946, acc: 93.1189, loss_bbox: 0.2423, loss_mask: 0.2448, loss: 0.7512 +2022-09-21 05:20:47,950 - mmdet - INFO - Epoch [5][400/7330] lr: 3.778e-07, eta: 2 days, 1:10:08, time: 0.731, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0388, loss_cls: 0.2048, acc: 92.8945, loss_bbox: 0.2504, loss_mask: 0.2478, loss: 0.7766 +2022-09-21 05:21:25,156 - mmdet - INFO - Epoch [5][450/7330] lr: 3.778e-07, eta: 2 days, 1:09:26, time: 0.745, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0390, loss_cls: 0.1993, acc: 93.1167, loss_bbox: 0.2433, loss_mask: 0.2489, loss: 0.7654 +2022-09-21 05:22:02,501 - mmdet - INFO - Epoch [5][500/7330] lr: 3.778e-07, eta: 2 days, 1:08:45, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0386, loss_cls: 0.2110, acc: 92.5415, loss_bbox: 0.2579, loss_mask: 0.2482, loss: 0.7901 +2022-09-21 05:22:40,004 - mmdet - INFO - Epoch [5][550/7330] lr: 3.778e-07, eta: 2 days, 1:08:05, time: 0.750, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0396, loss_cls: 0.2059, acc: 92.8450, loss_bbox: 0.2479, loss_mask: 0.2482, loss: 0.7768 +2022-09-21 05:23:16,572 - mmdet - INFO - Epoch [5][600/7330] lr: 3.778e-07, eta: 2 days, 1:07:17, time: 0.731, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0386, loss_cls: 0.2028, acc: 92.8843, loss_bbox: 0.2469, loss_mask: 0.2491, loss: 0.7724 +2022-09-21 05:23:54,076 - mmdet - INFO - Epoch [5][650/7330] lr: 3.778e-07, eta: 2 days, 1:06:37, time: 0.750, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0390, loss_cls: 0.2023, acc: 92.8755, loss_bbox: 0.2540, loss_mask: 0.2509, loss: 0.7798 +2022-09-21 05:24:32,144 - mmdet - INFO - Epoch [5][700/7330] lr: 3.778e-07, eta: 2 days, 1:06:02, time: 0.762, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0414, loss_cls: 0.2004, acc: 92.8401, loss_bbox: 0.2510, loss_mask: 0.2484, loss: 0.7763 +2022-09-21 05:25:08,965 - mmdet - INFO - Epoch [5][750/7330] lr: 3.778e-07, eta: 2 days, 1:05:16, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0370, loss_cls: 0.1962, acc: 93.2190, loss_bbox: 0.2368, loss_mask: 0.2428, loss: 0.7447 +2022-09-21 05:25:46,350 - mmdet - INFO - Epoch [5][800/7330] lr: 3.778e-07, eta: 2 days, 1:04:35, time: 0.748, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0389, loss_cls: 0.2090, acc: 92.8169, loss_bbox: 0.2543, loss_mask: 0.2554, loss: 0.7923 +2022-09-21 05:26:24,329 - mmdet - INFO - Epoch [5][850/7330] lr: 3.778e-07, eta: 2 days, 1:03:59, time: 0.760, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0427, loss_cls: 0.2129, acc: 92.6067, loss_bbox: 0.2613, loss_mask: 0.2546, loss: 0.8066 +2022-09-21 05:27:01,218 - mmdet - INFO - Epoch [5][900/7330] lr: 3.778e-07, eta: 2 days, 1:03:14, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0402, loss_cls: 0.2058, acc: 92.7710, loss_bbox: 0.2503, loss_mask: 0.2452, loss: 0.7752 +2022-09-21 05:27:37,375 - mmdet - INFO - Epoch [5][950/7330] lr: 3.778e-07, eta: 2 days, 1:02:24, time: 0.723, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0384, loss_cls: 0.2065, acc: 92.8262, loss_bbox: 0.2542, loss_mask: 0.2520, loss: 0.7841 +2022-09-21 05:28:14,301 - mmdet - INFO - Epoch [5][1000/7330] lr: 3.778e-07, eta: 2 days, 1:01:39, time: 0.739, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0395, loss_cls: 0.2042, acc: 92.8293, loss_bbox: 0.2550, loss_mask: 0.2486, loss: 0.7807 +2022-09-21 05:28:50,491 - mmdet - INFO - Epoch [5][1050/7330] lr: 3.778e-07, eta: 2 days, 1:00:49, time: 0.724, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0354, loss_cls: 0.1920, acc: 93.4172, loss_bbox: 0.2359, loss_mask: 0.2536, loss: 0.7499 +2022-09-21 05:29:27,215 - mmdet - INFO - Epoch [5][1100/7330] lr: 3.778e-07, eta: 2 days, 1:00:03, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0393, loss_cls: 0.2091, acc: 92.6946, loss_bbox: 0.2608, loss_mask: 0.2560, loss: 0.7976 +2022-09-21 05:30:04,234 - mmdet - INFO - Epoch [5][1150/7330] lr: 3.778e-07, eta: 2 days, 0:59:20, time: 0.740, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0417, loss_cls: 0.1981, acc: 92.9900, loss_bbox: 0.2509, loss_mask: 0.2478, loss: 0.7775 +2022-09-21 05:30:41,066 - mmdet - INFO - Epoch [5][1200/7330] lr: 3.778e-07, eta: 2 days, 0:58:35, time: 0.736, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0423, loss_cls: 0.2170, acc: 92.4702, loss_bbox: 0.2636, loss_mask: 0.2482, loss: 0.8053 +2022-09-21 05:31:18,560 - mmdet - INFO - Epoch [5][1250/7330] lr: 3.778e-07, eta: 2 days, 0:57:55, time: 0.750, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0414, loss_cls: 0.2127, acc: 92.6135, loss_bbox: 0.2559, loss_mask: 0.2541, loss: 0.7965 +2022-09-21 05:31:54,989 - mmdet - INFO - Epoch [5][1300/7330] lr: 3.778e-07, eta: 2 days, 0:57:07, time: 0.729, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0416, loss_cls: 0.2100, acc: 92.8096, loss_bbox: 0.2540, loss_mask: 0.2486, loss: 0.7918 +2022-09-21 05:32:32,814 - mmdet - INFO - Epoch [5][1350/7330] lr: 3.778e-07, eta: 2 days, 0:56:29, time: 0.756, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0423, loss_cls: 0.2082, acc: 92.6821, loss_bbox: 0.2592, loss_mask: 0.2502, loss: 0.7965 +2022-09-21 05:33:10,074 - mmdet - INFO - Epoch [5][1400/7330] lr: 3.778e-07, eta: 2 days, 0:55:48, time: 0.745, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0367, loss_cls: 0.1988, acc: 93.0583, loss_bbox: 0.2422, loss_mask: 0.2476, loss: 0.7580 +2022-09-21 05:33:46,982 - mmdet - INFO - Epoch [5][1450/7330] lr: 3.778e-07, eta: 2 days, 0:55:03, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0403, loss_cls: 0.1949, acc: 93.1375, loss_bbox: 0.2450, loss_mask: 0.2499, loss: 0.7633 +2022-09-21 05:34:23,573 - mmdet - INFO - Epoch [5][1500/7330] lr: 3.778e-07, eta: 2 days, 0:54:17, time: 0.733, data_time: 0.024, memory: 54023, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0388, loss_cls: 0.1971, acc: 93.1504, loss_bbox: 0.2449, loss_mask: 0.2421, loss: 0.7554 +2022-09-21 05:35:00,615 - mmdet - INFO - Epoch [5][1550/7330] lr: 3.778e-07, eta: 2 days, 0:53:33, time: 0.741, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0390, loss_cls: 0.1960, acc: 93.1475, loss_bbox: 0.2448, loss_mask: 0.2491, loss: 0.7616 +2022-09-21 05:35:37,273 - mmdet - INFO - Epoch [5][1600/7330] lr: 3.778e-07, eta: 2 days, 0:52:47, time: 0.732, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0420, loss_cls: 0.2082, acc: 92.7410, loss_bbox: 0.2536, loss_mask: 0.2567, loss: 0.7959 +2022-09-21 05:36:13,845 - mmdet - INFO - Epoch [5][1650/7330] lr: 3.778e-07, eta: 2 days, 0:52:01, time: 0.732, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0384, loss_cls: 0.2039, acc: 92.9175, loss_bbox: 0.2440, loss_mask: 0.2441, loss: 0.7636 +2022-09-21 05:36:50,349 - mmdet - INFO - Epoch [5][1700/7330] lr: 3.778e-07, eta: 2 days, 0:51:13, time: 0.729, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0365, loss_cls: 0.2027, acc: 92.9622, loss_bbox: 0.2436, loss_mask: 0.2458, loss: 0.7601 +2022-09-21 05:37:27,270 - mmdet - INFO - Epoch [5][1750/7330] lr: 3.778e-07, eta: 2 days, 0:50:29, time: 0.739, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0420, loss_cls: 0.2040, acc: 92.9373, loss_bbox: 0.2500, loss_mask: 0.2437, loss: 0.7774 +2022-09-21 05:38:04,714 - mmdet - INFO - Epoch [5][1800/7330] lr: 3.778e-07, eta: 2 days, 0:49:49, time: 0.749, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0382, loss_cls: 0.1977, acc: 93.0695, loss_bbox: 0.2459, loss_mask: 0.2493, loss: 0.7618 +2022-09-21 05:38:41,450 - mmdet - INFO - Epoch [5][1850/7330] lr: 3.778e-07, eta: 2 days, 0:49:04, time: 0.735, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0398, loss_cls: 0.2120, acc: 92.4990, loss_bbox: 0.2636, loss_mask: 0.2531, loss: 0.8019 +2022-09-21 05:39:18,646 - mmdet - INFO - Epoch [5][1900/7330] lr: 3.778e-07, eta: 2 days, 0:48:22, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0365, loss_cls: 0.1954, acc: 93.1829, loss_bbox: 0.2404, loss_mask: 0.2443, loss: 0.7455 +2022-09-21 05:39:55,573 - mmdet - INFO - Epoch [5][1950/7330] lr: 3.778e-07, eta: 2 days, 0:47:38, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0397, loss_cls: 0.2081, acc: 92.7483, loss_bbox: 0.2549, loss_mask: 0.2511, loss: 0.7874 +2022-09-21 05:40:32,100 - mmdet - INFO - Epoch [5][2000/7330] lr: 3.778e-07, eta: 2 days, 0:46:51, time: 0.731, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0374, loss_cls: 0.1958, acc: 93.1887, loss_bbox: 0.2404, loss_mask: 0.2478, loss: 0.7542 +2022-09-21 05:41:09,464 - mmdet - INFO - Epoch [5][2050/7330] lr: 3.778e-07, eta: 2 days, 0:46:10, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0399, loss_cls: 0.2046, acc: 92.8684, loss_bbox: 0.2500, loss_mask: 0.2520, loss: 0.7810 +2022-09-21 05:41:46,664 - mmdet - INFO - Epoch [5][2100/7330] lr: 3.778e-07, eta: 2 days, 0:45:28, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0390, loss_cls: 0.1974, acc: 93.1050, loss_bbox: 0.2446, loss_mask: 0.2465, loss: 0.7599 +2022-09-21 05:42:22,716 - mmdet - INFO - Epoch [5][2150/7330] lr: 3.778e-07, eta: 2 days, 0:44:38, time: 0.722, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0384, loss_cls: 0.2017, acc: 92.9971, loss_bbox: 0.2457, loss_mask: 0.2531, loss: 0.7703 +2022-09-21 05:42:59,444 - mmdet - INFO - Epoch [5][2200/7330] lr: 3.778e-07, eta: 2 days, 0:43:53, time: 0.735, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0374, loss_cls: 0.1919, acc: 93.2327, loss_bbox: 0.2418, loss_mask: 0.2447, loss: 0.7486 +2022-09-21 05:43:36,022 - mmdet - INFO - Epoch [5][2250/7330] lr: 3.778e-07, eta: 2 days, 0:43:06, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0406, loss_cls: 0.1977, acc: 93.1226, loss_bbox: 0.2434, loss_mask: 0.2465, loss: 0.7643 +2022-09-21 05:44:12,785 - mmdet - INFO - Epoch [5][2300/7330] lr: 3.778e-07, eta: 2 days, 0:42:21, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0404, loss_cls: 0.2086, acc: 92.6948, loss_bbox: 0.2542, loss_mask: 0.2530, loss: 0.7907 +2022-09-21 05:44:49,833 - mmdet - INFO - Epoch [5][2350/7330] lr: 3.778e-07, eta: 2 days, 0:41:38, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0390, loss_cls: 0.2064, acc: 92.7434, loss_bbox: 0.2548, loss_mask: 0.2495, loss: 0.7848 +2022-09-21 05:45:26,633 - mmdet - INFO - Epoch [5][2400/7330] lr: 3.778e-07, eta: 2 days, 0:40:54, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0412, loss_cls: 0.2079, acc: 92.7451, loss_bbox: 0.2586, loss_mask: 0.2464, loss: 0.7876 +2022-09-21 05:46:03,211 - mmdet - INFO - Epoch [5][2450/7330] lr: 3.778e-07, eta: 2 days, 0:40:07, time: 0.732, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0381, loss_cls: 0.2046, acc: 92.8906, loss_bbox: 0.2496, loss_mask: 0.2483, loss: 0.7745 +2022-09-21 05:46:39,904 - mmdet - INFO - Epoch [5][2500/7330] lr: 3.778e-07, eta: 2 days, 0:39:22, time: 0.734, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0402, loss_cls: 0.1948, acc: 93.1450, loss_bbox: 0.2385, loss_mask: 0.2512, loss: 0.7566 +2022-09-21 05:47:16,681 - mmdet - INFO - Epoch [5][2550/7330] lr: 3.778e-07, eta: 2 days, 0:38:37, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0387, loss_cls: 0.1948, acc: 93.0098, loss_bbox: 0.2450, loss_mask: 0.2419, loss: 0.7514 +2022-09-21 05:47:53,470 - mmdet - INFO - Epoch [5][2600/7330] lr: 3.778e-07, eta: 2 days, 0:37:52, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0392, loss_cls: 0.2021, acc: 92.8838, loss_bbox: 0.2540, loss_mask: 0.2513, loss: 0.7782 +2022-09-21 05:48:30,464 - mmdet - INFO - Epoch [5][2650/7330] lr: 3.778e-07, eta: 2 days, 0:37:10, time: 0.741, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0415, loss_cls: 0.2096, acc: 92.7280, loss_bbox: 0.2530, loss_mask: 0.2553, loss: 0.7942 +2022-09-21 05:49:07,224 - mmdet - INFO - Epoch [5][2700/7330] lr: 3.778e-07, eta: 2 days, 0:36:24, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0364, loss_cls: 0.1950, acc: 93.2139, loss_bbox: 0.2419, loss_mask: 0.2492, loss: 0.7535 +2022-09-21 05:49:44,005 - mmdet - INFO - Epoch [5][2750/7330] lr: 3.778e-07, eta: 2 days, 0:35:40, time: 0.737, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0358, loss_cls: 0.1953, acc: 93.2532, loss_bbox: 0.2397, loss_mask: 0.2457, loss: 0.7461 +2022-09-21 05:50:20,857 - mmdet - INFO - Epoch [5][2800/7330] lr: 3.778e-07, eta: 2 days, 0:34:56, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0383, loss_cls: 0.2075, acc: 92.7249, loss_bbox: 0.2579, loss_mask: 0.2476, loss: 0.7826 +2022-09-21 05:50:57,066 - mmdet - INFO - Epoch [5][2850/7330] lr: 3.778e-07, eta: 2 days, 0:34:07, time: 0.724, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0411, loss_cls: 0.2046, acc: 92.8794, loss_bbox: 0.2483, loss_mask: 0.2493, loss: 0.7763 +2022-09-21 05:51:34,914 - mmdet - INFO - Epoch [5][2900/7330] lr: 3.778e-07, eta: 2 days, 0:33:30, time: 0.757, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0394, loss_cls: 0.1928, acc: 93.2488, loss_bbox: 0.2370, loss_mask: 0.2412, loss: 0.7420 +2022-09-21 05:52:12,233 - mmdet - INFO - Epoch [5][2950/7330] lr: 3.778e-07, eta: 2 days, 0:32:50, time: 0.746, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0406, loss_cls: 0.2038, acc: 92.8208, loss_bbox: 0.2511, loss_mask: 0.2397, loss: 0.7681 +2022-09-21 05:52:48,559 - mmdet - INFO - Epoch [5][3000/7330] lr: 3.778e-07, eta: 2 days, 0:32:02, time: 0.727, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0350, loss_cls: 0.1920, acc: 93.3496, loss_bbox: 0.2350, loss_mask: 0.2363, loss: 0.7271 +2022-09-21 05:53:25,322 - mmdet - INFO - Epoch [5][3050/7330] lr: 3.778e-07, eta: 2 days, 0:31:17, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0384, loss_cls: 0.2050, acc: 92.9011, loss_bbox: 0.2475, loss_mask: 0.2464, loss: 0.7677 +2022-09-21 05:54:02,126 - mmdet - INFO - Epoch [5][3100/7330] lr: 3.778e-07, eta: 2 days, 0:30:33, time: 0.735, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0383, loss_cls: 0.1956, acc: 93.1458, loss_bbox: 0.2412, loss_mask: 0.2433, loss: 0.7480 +2022-09-21 05:54:38,782 - mmdet - INFO - Epoch [5][3150/7330] lr: 3.778e-07, eta: 2 days, 0:29:48, time: 0.734, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0386, loss_cls: 0.2011, acc: 93.0176, loss_bbox: 0.2475, loss_mask: 0.2474, loss: 0.7690 +2022-09-21 05:55:15,826 - mmdet - INFO - Epoch [5][3200/7330] lr: 3.778e-07, eta: 2 days, 0:29:05, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0394, loss_cls: 0.2090, acc: 92.8127, loss_bbox: 0.2511, loss_mask: 0.2512, loss: 0.7866 +2022-09-21 05:55:53,114 - mmdet - INFO - Epoch [5][3250/7330] lr: 3.778e-07, eta: 2 days, 0:28:24, time: 0.746, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0388, loss_cls: 0.2103, acc: 92.6814, loss_bbox: 0.2559, loss_mask: 0.2518, loss: 0.7926 +2022-09-21 05:56:30,583 - mmdet - INFO - Epoch [5][3300/7330] lr: 3.778e-07, eta: 2 days, 0:27:45, time: 0.749, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0403, loss_cls: 0.2096, acc: 92.6716, loss_bbox: 0.2540, loss_mask: 0.2480, loss: 0.7869 +2022-09-21 05:57:07,063 - mmdet - INFO - Epoch [5][3350/7330] lr: 3.778e-07, eta: 2 days, 0:26:58, time: 0.730, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0379, loss_cls: 0.2102, acc: 92.6868, loss_bbox: 0.2561, loss_mask: 0.2492, loss: 0.7891 +2022-09-21 05:57:44,498 - mmdet - INFO - Epoch [5][3400/7330] lr: 3.778e-07, eta: 2 days, 0:26:19, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0386, loss_cls: 0.2051, acc: 92.7454, loss_bbox: 0.2484, loss_mask: 0.2475, loss: 0.7734 +2022-09-21 05:58:21,654 - mmdet - INFO - Epoch [5][3450/7330] lr: 3.778e-07, eta: 2 days, 0:25:37, time: 0.743, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0357, loss_cls: 0.1941, acc: 93.2712, loss_bbox: 0.2376, loss_mask: 0.2443, loss: 0.7421 +2022-09-21 05:58:59,263 - mmdet - INFO - Epoch [5][3500/7330] lr: 3.778e-07, eta: 2 days, 0:24:58, time: 0.751, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0363, loss_cls: 0.1956, acc: 93.1748, loss_bbox: 0.2358, loss_mask: 0.2476, loss: 0.7463 +2022-09-21 05:59:36,429 - mmdet - INFO - Epoch [5][3550/7330] lr: 3.778e-07, eta: 2 days, 0:24:17, time: 0.744, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0383, loss_cls: 0.2026, acc: 92.9741, loss_bbox: 0.2434, loss_mask: 0.2418, loss: 0.7593 +2022-09-21 06:00:15,832 - mmdet - INFO - Epoch [5][3600/7330] lr: 3.778e-07, eta: 2 days, 0:23:51, time: 0.787, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0421, loss_cls: 0.2017, acc: 92.9094, loss_bbox: 0.2497, loss_mask: 0.2539, loss: 0.7838 +2022-09-21 06:00:52,796 - mmdet - INFO - Epoch [5][3650/7330] lr: 3.778e-07, eta: 2 days, 0:23:08, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0395, loss_cls: 0.2112, acc: 92.7400, loss_bbox: 0.2529, loss_mask: 0.2527, loss: 0.7877 +2022-09-21 06:01:30,703 - mmdet - INFO - Epoch [5][3700/7330] lr: 3.778e-07, eta: 2 days, 0:22:32, time: 0.758, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0401, loss_cls: 0.2072, acc: 92.7981, loss_bbox: 0.2519, loss_mask: 0.2488, loss: 0.7804 +2022-09-21 06:02:07,769 - mmdet - INFO - Epoch [5][3750/7330] lr: 3.778e-07, eta: 2 days, 0:21:49, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0437, loss_cls: 0.2133, acc: 92.4702, loss_bbox: 0.2653, loss_mask: 0.2538, loss: 0.8154 +2022-09-21 06:02:44,679 - mmdet - INFO - Epoch [5][3800/7330] lr: 3.778e-07, eta: 2 days, 0:21:06, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0395, loss_cls: 0.2055, acc: 92.8445, loss_bbox: 0.2529, loss_mask: 0.2522, loss: 0.7856 +2022-09-21 06:03:22,336 - mmdet - INFO - Epoch [5][3850/7330] lr: 3.778e-07, eta: 2 days, 0:20:28, time: 0.753, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0419, loss_cls: 0.2083, acc: 92.7590, loss_bbox: 0.2546, loss_mask: 0.2496, loss: 0.7910 +2022-09-21 06:03:59,422 - mmdet - INFO - Epoch [5][3900/7330] lr: 3.778e-07, eta: 2 days, 0:19:46, time: 0.742, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0359, loss_cls: 0.1914, acc: 93.3376, loss_bbox: 0.2361, loss_mask: 0.2406, loss: 0.7327 +2022-09-21 06:04:36,257 - mmdet - INFO - Epoch [5][3950/7330] lr: 3.778e-07, eta: 2 days, 0:19:02, time: 0.737, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0398, loss_cls: 0.2066, acc: 92.9011, loss_bbox: 0.2462, loss_mask: 0.2519, loss: 0.7814 +2022-09-21 06:05:13,234 - mmdet - INFO - Epoch [5][4000/7330] lr: 3.778e-07, eta: 2 days, 0:18:19, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0385, loss_cls: 0.1980, acc: 93.0857, loss_bbox: 0.2385, loss_mask: 0.2467, loss: 0.7541 +2022-09-21 06:05:50,003 - mmdet - INFO - Epoch [5][4050/7330] lr: 3.778e-07, eta: 2 days, 0:17:35, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0378, loss_cls: 0.2035, acc: 92.9692, loss_bbox: 0.2444, loss_mask: 0.2476, loss: 0.7661 +2022-09-21 06:06:27,711 - mmdet - INFO - Epoch [5][4100/7330] lr: 3.778e-07, eta: 2 days, 0:16:57, time: 0.754, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0391, loss_cls: 0.2043, acc: 92.9292, loss_bbox: 0.2475, loss_mask: 0.2505, loss: 0.7738 +2022-09-21 06:07:04,607 - mmdet - INFO - Epoch [5][4150/7330] lr: 3.778e-07, eta: 2 days, 0:16:14, time: 0.738, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0402, loss_cls: 0.2035, acc: 92.8228, loss_bbox: 0.2480, loss_mask: 0.2506, loss: 0.7763 +2022-09-21 06:07:42,489 - mmdet - INFO - Epoch [5][4200/7330] lr: 3.778e-07, eta: 2 days, 0:15:37, time: 0.758, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0401, loss_cls: 0.2032, acc: 92.8638, loss_bbox: 0.2502, loss_mask: 0.2438, loss: 0.7709 +2022-09-21 06:08:19,776 - mmdet - INFO - Epoch [5][4250/7330] lr: 3.778e-07, eta: 2 days, 0:14:57, time: 0.746, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0403, loss_cls: 0.2061, acc: 92.8972, loss_bbox: 0.2468, loss_mask: 0.2456, loss: 0.7749 +2022-09-21 06:08:57,003 - mmdet - INFO - Epoch [5][4300/7330] lr: 3.778e-07, eta: 2 days, 0:14:15, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0396, loss_cls: 0.2009, acc: 92.8398, loss_bbox: 0.2528, loss_mask: 0.2476, loss: 0.7771 +2022-09-21 06:09:33,934 - mmdet - INFO - Epoch [5][4350/7330] lr: 3.778e-07, eta: 2 days, 0:13:33, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0372, loss_cls: 0.1961, acc: 93.0957, loss_bbox: 0.2432, loss_mask: 0.2411, loss: 0.7494 +2022-09-21 06:10:10,844 - mmdet - INFO - Epoch [5][4400/7330] lr: 3.778e-07, eta: 2 days, 0:12:49, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0398, loss_cls: 0.2092, acc: 92.7522, loss_bbox: 0.2523, loss_mask: 0.2468, loss: 0.7825 +2022-09-21 06:10:47,683 - mmdet - INFO - Epoch [5][4450/7330] lr: 3.778e-07, eta: 2 days, 0:12:06, time: 0.737, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0393, loss_cls: 0.1980, acc: 92.9719, loss_bbox: 0.2431, loss_mask: 0.2399, loss: 0.7542 +2022-09-21 06:11:24,868 - mmdet - INFO - Epoch [5][4500/7330] lr: 3.778e-07, eta: 2 days, 0:11:25, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0383, loss_cls: 0.2036, acc: 92.9036, loss_bbox: 0.2498, loss_mask: 0.2481, loss: 0.7719 +2022-09-21 06:12:02,071 - mmdet - INFO - Epoch [5][4550/7330] lr: 3.778e-07, eta: 2 days, 0:10:43, time: 0.744, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0374, loss_cls: 0.2005, acc: 92.9685, loss_bbox: 0.2471, loss_mask: 0.2470, loss: 0.7658 +2022-09-21 06:12:38,836 - mmdet - INFO - Epoch [5][4600/7330] lr: 3.778e-07, eta: 2 days, 0:09:59, time: 0.736, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0392, loss_cls: 0.1980, acc: 93.0657, loss_bbox: 0.2418, loss_mask: 0.2468, loss: 0.7597 +2022-09-21 06:13:15,867 - mmdet - INFO - Epoch [5][4650/7330] lr: 3.778e-07, eta: 2 days, 0:09:17, time: 0.741, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0380, loss_cls: 0.1999, acc: 93.0625, loss_bbox: 0.2390, loss_mask: 0.2380, loss: 0.7480 +2022-09-21 06:13:52,506 - mmdet - INFO - Epoch [5][4700/7330] lr: 3.778e-07, eta: 2 days, 0:08:32, time: 0.733, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0362, loss_cls: 0.1912, acc: 93.4041, loss_bbox: 0.2365, loss_mask: 0.2374, loss: 0.7311 +2022-09-21 06:14:29,768 - mmdet - INFO - Epoch [5][4750/7330] lr: 3.778e-07, eta: 2 days, 0:07:52, time: 0.745, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0365, loss_cls: 0.2004, acc: 93.1421, loss_bbox: 0.2416, loss_mask: 0.2454, loss: 0.7569 +2022-09-21 06:15:07,215 - mmdet - INFO - Epoch [5][4800/7330] lr: 3.778e-07, eta: 2 days, 0:07:12, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0386, loss_cls: 0.2067, acc: 92.8643, loss_bbox: 0.2515, loss_mask: 0.2543, loss: 0.7818 +2022-09-21 06:15:43,934 - mmdet - INFO - Epoch [5][4850/7330] lr: 3.778e-07, eta: 2 days, 0:06:28, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0372, loss_cls: 0.2017, acc: 92.8672, loss_bbox: 0.2472, loss_mask: 0.2418, loss: 0.7608 +2022-09-21 06:16:20,920 - mmdet - INFO - Epoch [5][4900/7330] lr: 3.778e-07, eta: 2 days, 0:05:45, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0407, loss_cls: 0.2006, acc: 92.9358, loss_bbox: 0.2504, loss_mask: 0.2463, loss: 0.7739 +2022-09-21 06:16:58,169 - mmdet - INFO - Epoch [5][4950/7330] lr: 3.778e-07, eta: 2 days, 0:05:04, time: 0.745, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0379, loss_cls: 0.1991, acc: 93.0139, loss_bbox: 0.2437, loss_mask: 0.2457, loss: 0.7587 +2022-09-21 06:17:34,912 - mmdet - INFO - Epoch [5][5000/7330] lr: 3.778e-07, eta: 2 days, 0:04:21, time: 0.736, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0425, loss_cls: 0.2119, acc: 92.6873, loss_bbox: 0.2529, loss_mask: 0.2548, loss: 0.7993 +2022-09-21 06:18:11,963 - mmdet - INFO - Epoch [5][5050/7330] lr: 3.778e-07, eta: 2 days, 0:03:38, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0373, loss_cls: 0.1977, acc: 93.0940, loss_bbox: 0.2411, loss_mask: 0.2436, loss: 0.7502 +2022-09-21 06:18:49,549 - mmdet - INFO - Epoch [5][5100/7330] lr: 3.778e-07, eta: 2 days, 0:03:00, time: 0.752, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0383, loss_cls: 0.2015, acc: 92.9797, loss_bbox: 0.2436, loss_mask: 0.2457, loss: 0.7618 +2022-09-21 06:19:27,028 - mmdet - INFO - Epoch [5][5150/7330] lr: 3.778e-07, eta: 2 days, 0:02:21, time: 0.749, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0414, loss_cls: 0.1993, acc: 92.9497, loss_bbox: 0.2432, loss_mask: 0.2515, loss: 0.7700 +2022-09-21 06:20:04,158 - mmdet - INFO - Epoch [5][5200/7330] lr: 3.778e-07, eta: 2 days, 0:01:39, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0413, loss_cls: 0.2130, acc: 92.4963, loss_bbox: 0.2567, loss_mask: 0.2510, loss: 0.7950 +2022-09-21 06:20:41,049 - mmdet - INFO - Epoch [5][5250/7330] lr: 3.778e-07, eta: 2 days, 0:00:57, time: 0.738, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0367, loss_cls: 0.1964, acc: 93.2749, loss_bbox: 0.2342, loss_mask: 0.2439, loss: 0.7407 +2022-09-21 06:21:17,826 - mmdet - INFO - Epoch [5][5300/7330] lr: 3.778e-07, eta: 2 days, 0:00:13, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0363, loss_cls: 0.2072, acc: 92.7681, loss_bbox: 0.2500, loss_mask: 0.2426, loss: 0.7683 +2022-09-21 06:21:54,805 - mmdet - INFO - Epoch [5][5350/7330] lr: 3.778e-07, eta: 1 day, 23:59:31, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0403, loss_cls: 0.2013, acc: 92.9465, loss_bbox: 0.2472, loss_mask: 0.2413, loss: 0.7620 +2022-09-21 06:22:32,316 - mmdet - INFO - Epoch [5][5400/7330] lr: 3.778e-07, eta: 1 day, 23:58:52, time: 0.750, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0400, loss_cls: 0.1985, acc: 93.0449, loss_bbox: 0.2386, loss_mask: 0.2400, loss: 0.7528 +2022-09-21 06:23:09,506 - mmdet - INFO - Epoch [5][5450/7330] lr: 3.778e-07, eta: 1 day, 23:58:11, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0382, loss_cls: 0.2007, acc: 93.0896, loss_bbox: 0.2412, loss_mask: 0.2446, loss: 0.7573 +2022-09-21 06:23:46,562 - mmdet - INFO - Epoch [5][5500/7330] lr: 3.778e-07, eta: 1 day, 23:57:29, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0370, loss_cls: 0.1958, acc: 93.0042, loss_bbox: 0.2428, loss_mask: 0.2383, loss: 0.7430 +2022-09-21 06:24:22,931 - mmdet - INFO - Epoch [5][5550/7330] lr: 3.778e-07, eta: 1 day, 23:56:43, time: 0.727, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0362, loss_cls: 0.1952, acc: 93.2339, loss_bbox: 0.2333, loss_mask: 0.2417, loss: 0.7378 +2022-09-21 06:24:59,682 - mmdet - INFO - Epoch [5][5600/7330] lr: 3.778e-07, eta: 1 day, 23:55:58, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0405, loss_cls: 0.2027, acc: 92.9116, loss_bbox: 0.2511, loss_mask: 0.2513, loss: 0.7789 +2022-09-21 06:25:37,085 - mmdet - INFO - Epoch [5][5650/7330] lr: 3.778e-07, eta: 1 day, 23:55:19, time: 0.749, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0388, loss_cls: 0.2063, acc: 92.9019, loss_bbox: 0.2526, loss_mask: 0.2446, loss: 0.7737 +2022-09-21 06:26:14,091 - mmdet - INFO - Epoch [5][5700/7330] lr: 3.778e-07, eta: 1 day, 23:54:37, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0411, loss_cls: 0.2067, acc: 92.7959, loss_bbox: 0.2501, loss_mask: 0.2467, loss: 0.7783 +2022-09-21 06:26:50,887 - mmdet - INFO - Epoch [5][5750/7330] lr: 3.778e-07, eta: 1 day, 23:53:54, time: 0.736, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0405, loss_cls: 0.2007, acc: 93.0908, loss_bbox: 0.2423, loss_mask: 0.2421, loss: 0.7589 +2022-09-21 06:27:27,504 - mmdet - INFO - Epoch [5][5800/7330] lr: 3.778e-07, eta: 1 day, 23:53:09, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0378, loss_cls: 0.1951, acc: 93.2173, loss_bbox: 0.2385, loss_mask: 0.2404, loss: 0.7441 +2022-09-21 06:28:04,906 - mmdet - INFO - Epoch [5][5850/7330] lr: 3.778e-07, eta: 1 day, 23:52:30, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0363, loss_cls: 0.1993, acc: 93.2034, loss_bbox: 0.2370, loss_mask: 0.2441, loss: 0.7488 +2022-09-21 06:28:41,338 - mmdet - INFO - Epoch [5][5900/7330] lr: 3.778e-07, eta: 1 day, 23:51:44, time: 0.729, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0395, loss_cls: 0.1875, acc: 93.3911, loss_bbox: 0.2373, loss_mask: 0.2390, loss: 0.7355 +2022-09-21 06:29:17,852 - mmdet - INFO - Epoch [5][5950/7330] lr: 3.778e-07, eta: 1 day, 23:50:59, time: 0.730, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0382, loss_cls: 0.1928, acc: 93.4077, loss_bbox: 0.2385, loss_mask: 0.2370, loss: 0.7406 +2022-09-21 06:29:55,000 - mmdet - INFO - Epoch [5][6000/7330] lr: 3.778e-07, eta: 1 day, 23:50:17, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0411, loss_cls: 0.2001, acc: 93.0911, loss_bbox: 0.2428, loss_mask: 0.2502, loss: 0.7697 +2022-09-21 06:30:32,383 - mmdet - INFO - Epoch [5][6050/7330] lr: 3.778e-07, eta: 1 day, 23:49:38, time: 0.747, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0366, loss_cls: 0.1936, acc: 93.1719, loss_bbox: 0.2441, loss_mask: 0.2422, loss: 0.7471 +2022-09-21 06:31:09,461 - mmdet - INFO - Epoch [5][6100/7330] lr: 3.778e-07, eta: 1 day, 23:48:56, time: 0.743, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0384, loss_cls: 0.2011, acc: 92.9946, loss_bbox: 0.2401, loss_mask: 0.2456, loss: 0.7578 +2022-09-21 06:31:45,606 - mmdet - INFO - Epoch [5][6150/7330] lr: 3.778e-07, eta: 1 day, 23:48:09, time: 0.723, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0370, loss_cls: 0.1965, acc: 93.2742, loss_bbox: 0.2413, loss_mask: 0.2445, loss: 0.7516 +2022-09-21 06:32:22,676 - mmdet - INFO - Epoch [5][6200/7330] lr: 3.778e-07, eta: 1 day, 23:47:27, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0373, loss_cls: 0.2041, acc: 92.7773, loss_bbox: 0.2503, loss_mask: 0.2460, loss: 0.7689 +2022-09-21 06:32:59,750 - mmdet - INFO - Epoch [5][6250/7330] lr: 3.778e-07, eta: 1 day, 23:46:46, time: 0.742, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0403, loss_cls: 0.1992, acc: 93.0925, loss_bbox: 0.2406, loss_mask: 0.2407, loss: 0.7526 +2022-09-21 06:33:36,348 - mmdet - INFO - Epoch [5][6300/7330] lr: 3.778e-07, eta: 1 day, 23:46:01, time: 0.732, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0371, loss_cls: 0.2019, acc: 93.0637, loss_bbox: 0.2379, loss_mask: 0.2459, loss: 0.7581 +2022-09-21 06:34:13,045 - mmdet - INFO - Epoch [5][6350/7330] lr: 3.778e-07, eta: 1 day, 23:45:17, time: 0.734, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0361, loss_cls: 0.2029, acc: 92.8911, loss_bbox: 0.2496, loss_mask: 0.2475, loss: 0.7662 +2022-09-21 06:34:49,884 - mmdet - INFO - Epoch [5][6400/7330] lr: 3.778e-07, eta: 1 day, 23:44:34, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0372, loss_cls: 0.1989, acc: 93.1982, loss_bbox: 0.2409, loss_mask: 0.2458, loss: 0.7546 +2022-09-21 06:35:27,350 - mmdet - INFO - Epoch [5][6450/7330] lr: 3.778e-07, eta: 1 day, 23:43:56, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0396, loss_cls: 0.1969, acc: 93.0764, loss_bbox: 0.2444, loss_mask: 0.2437, loss: 0.7575 +2022-09-21 06:36:04,559 - mmdet - INFO - Epoch [5][6500/7330] lr: 3.778e-07, eta: 1 day, 23:43:15, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0362, loss_cls: 0.1952, acc: 93.1575, loss_bbox: 0.2375, loss_mask: 0.2416, loss: 0.7443 +2022-09-21 06:36:41,773 - mmdet - INFO - Epoch [5][6550/7330] lr: 3.778e-07, eta: 1 day, 23:42:34, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0354, loss_cls: 0.1924, acc: 93.2539, loss_bbox: 0.2333, loss_mask: 0.2462, loss: 0.7346 +2022-09-21 06:37:18,585 - mmdet - INFO - Epoch [5][6600/7330] lr: 3.778e-07, eta: 1 day, 23:41:51, time: 0.736, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0408, loss_cls: 0.2044, acc: 92.7534, loss_bbox: 0.2524, loss_mask: 0.2522, loss: 0.7850 +2022-09-21 06:37:55,997 - mmdet - INFO - Epoch [5][6650/7330] lr: 3.778e-07, eta: 1 day, 23:41:12, time: 0.748, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0390, loss_cls: 0.2054, acc: 92.9465, loss_bbox: 0.2530, loss_mask: 0.2495, loss: 0.7816 +2022-09-21 06:38:33,005 - mmdet - INFO - Epoch [5][6700/7330] lr: 3.778e-07, eta: 1 day, 23:40:30, time: 0.740, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0410, loss_cls: 0.2181, acc: 92.3989, loss_bbox: 0.2594, loss_mask: 0.2474, loss: 0.7997 +2022-09-21 06:39:10,177 - mmdet - INFO - Epoch [5][6750/7330] lr: 3.778e-07, eta: 1 day, 23:39:50, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0407, loss_cls: 0.2050, acc: 92.6951, loss_bbox: 0.2541, loss_mask: 0.2514, loss: 0.7847 +2022-09-21 06:39:46,849 - mmdet - INFO - Epoch [5][6800/7330] lr: 3.778e-07, eta: 1 day, 23:39:06, time: 0.733, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0397, loss_cls: 0.1931, acc: 93.2336, loss_bbox: 0.2362, loss_mask: 0.2451, loss: 0.7475 +2022-09-21 06:40:24,274 - mmdet - INFO - Epoch [5][6850/7330] lr: 3.778e-07, eta: 1 day, 23:38:26, time: 0.748, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0384, loss_cls: 0.2057, acc: 92.7891, loss_bbox: 0.2524, loss_mask: 0.2450, loss: 0.7745 +2022-09-21 06:41:01,396 - mmdet - INFO - Epoch [5][6900/7330] lr: 3.778e-07, eta: 1 day, 23:37:45, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0394, loss_cls: 0.2094, acc: 92.8137, loss_bbox: 0.2532, loss_mask: 0.2544, loss: 0.7912 +2022-09-21 06:41:38,125 - mmdet - INFO - Epoch [5][6950/7330] lr: 3.778e-07, eta: 1 day, 23:37:02, time: 0.736, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0375, loss_cls: 0.1993, acc: 92.7749, loss_bbox: 0.2479, loss_mask: 0.2456, loss: 0.7606 +2022-09-21 06:42:15,696 - mmdet - INFO - Epoch [5][7000/7330] lr: 3.778e-07, eta: 1 day, 23:36:24, time: 0.751, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0384, loss_cls: 0.1939, acc: 93.3196, loss_bbox: 0.2346, loss_mask: 0.2442, loss: 0.7455 +2022-09-21 06:42:52,487 - mmdet - INFO - Epoch [5][7050/7330] lr: 3.778e-07, eta: 1 day, 23:35:41, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0392, loss_cls: 0.2056, acc: 92.8125, loss_bbox: 0.2496, loss_mask: 0.2412, loss: 0.7688 +2022-09-21 06:43:29,846 - mmdet - INFO - Epoch [5][7100/7330] lr: 3.778e-07, eta: 1 day, 23:35:01, time: 0.746, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0383, loss_cls: 0.2042, acc: 92.9312, loss_bbox: 0.2468, loss_mask: 0.2445, loss: 0.7694 +2022-09-21 06:44:07,982 - mmdet - INFO - Epoch [5][7150/7330] lr: 3.778e-07, eta: 1 day, 23:34:27, time: 0.764, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0354, loss_cls: 0.1991, acc: 93.1426, loss_bbox: 0.2362, loss_mask: 0.2395, loss: 0.7427 +2022-09-21 06:44:45,439 - mmdet - INFO - Epoch [5][7200/7330] lr: 3.778e-07, eta: 1 day, 23:33:48, time: 0.749, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0404, loss_cls: 0.1997, acc: 92.9773, loss_bbox: 0.2485, loss_mask: 0.2449, loss: 0.7670 +2022-09-21 06:45:22,694 - mmdet - INFO - Epoch [5][7250/7330] lr: 3.778e-07, eta: 1 day, 23:33:07, time: 0.745, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0418, loss_cls: 0.2115, acc: 92.6643, loss_bbox: 0.2561, loss_mask: 0.2547, loss: 0.7996 +2022-09-21 06:45:59,853 - mmdet - INFO - Epoch [5][7300/7330] lr: 3.778e-07, eta: 1 day, 23:32:27, time: 0.743, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0428, loss_cls: 0.2130, acc: 92.4331, loss_bbox: 0.2653, loss_mask: 0.2531, loss: 0.8108 +2022-09-21 06:46:31,200 - mmdet - INFO - Saving checkpoint at 5 epochs +2022-09-21 06:48:50,155 - mmdet - INFO - Evaluating bbox... +2022-09-21 06:49:21,682 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.443 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.685 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.487 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.299 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.482 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.573 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.577 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.577 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.577 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.420 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.619 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.714 + +2022-09-21 06:49:21,682 - mmdet - INFO - Evaluating segm... +2022-09-21 06:49:58,175 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.401 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.650 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.430 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.213 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.439 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.599 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.525 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.525 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.525 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.349 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.571 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.698 + +2022-09-21 06:49:59,045 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 06:49:59,047 - mmdet - INFO - Epoch(val) [5][625] bbox_mAP: 0.4430, bbox_mAP_50: 0.6850, bbox_mAP_75: 0.4870, bbox_mAP_s: 0.2990, bbox_mAP_m: 0.4820, bbox_mAP_l: 0.5730, bbox_mAP_copypaste: 0.443 0.685 0.487 0.299 0.482 0.573, segm_mAP: 0.4010, segm_mAP_50: 0.6500, segm_mAP_75: 0.4300, segm_mAP_s: 0.2130, segm_mAP_m: 0.4390, segm_mAP_l: 0.5990, segm_mAP_copypaste: 0.401 0.650 0.430 0.213 0.439 0.599 +2022-09-21 06:52:43,090 - mmdet - INFO - Epoch [6][50/7330] lr: 3.778e-07, eta: 1 day, 23:42:09, time: 3.280, data_time: 2.536, memory: 54023, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0402, loss_cls: 0.2070, acc: 92.6396, loss_bbox: 0.2563, loss_mask: 0.2456, loss: 0.7820 +2022-09-21 06:53:21,238 - mmdet - INFO - Epoch [6][100/7330] lr: 3.778e-07, eta: 1 day, 23:41:33, time: 0.762, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0399, loss_cls: 0.1994, acc: 93.0312, loss_bbox: 0.2420, loss_mask: 0.2480, loss: 0.7620 +2022-09-21 06:53:58,934 - mmdet - INFO - Epoch [6][150/7330] lr: 3.778e-07, eta: 1 day, 23:40:55, time: 0.754, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0406, loss_cls: 0.1997, acc: 93.0361, loss_bbox: 0.2400, loss_mask: 0.2394, loss: 0.7520 +2022-09-21 06:54:36,083 - mmdet - INFO - Epoch [6][200/7330] lr: 3.778e-07, eta: 1 day, 23:40:13, time: 0.743, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0351, loss_cls: 0.1904, acc: 93.3450, loss_bbox: 0.2364, loss_mask: 0.2405, loss: 0.7327 +2022-09-21 06:55:12,961 - mmdet - INFO - Epoch [6][250/7330] lr: 3.778e-07, eta: 1 day, 23:39:29, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0373, loss_cls: 0.1946, acc: 93.1519, loss_bbox: 0.2436, loss_mask: 0.2432, loss: 0.7481 +2022-09-21 06:55:50,156 - mmdet - INFO - Epoch [6][300/7330] lr: 3.778e-07, eta: 1 day, 23:38:48, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0397, loss_cls: 0.2063, acc: 92.8330, loss_bbox: 0.2492, loss_mask: 0.2481, loss: 0.7774 +2022-09-21 06:56:27,491 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 06:56:27,500 - mmdet - INFO - Epoch [6][350/7330] lr: 3.778e-07, eta: 1 day, 23:38:07, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0401, loss_cls: 0.1998, acc: 92.9890, loss_bbox: 0.2430, loss_mask: 0.2449, loss: 0.7602 +2022-09-21 06:57:05,552 - mmdet - INFO - Epoch [6][400/7330] lr: 3.778e-07, eta: 1 day, 23:37:31, time: 0.761, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0390, loss_cls: 0.2005, acc: 93.0632, loss_bbox: 0.2415, loss_mask: 0.2422, loss: 0.7546 +2022-09-21 06:57:43,030 - mmdet - INFO - Epoch [6][450/7330] lr: 3.778e-07, eta: 1 day, 23:36:51, time: 0.750, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0378, loss_cls: 0.1933, acc: 93.2534, loss_bbox: 0.2384, loss_mask: 0.2355, loss: 0.7364 +2022-09-21 06:58:20,249 - mmdet - INFO - Epoch [6][500/7330] lr: 3.778e-07, eta: 1 day, 23:36:10, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0403, loss_cls: 0.2047, acc: 92.8420, loss_bbox: 0.2547, loss_mask: 0.2474, loss: 0.7838 +2022-09-21 06:58:57,774 - mmdet - INFO - Epoch [6][550/7330] lr: 3.778e-07, eta: 1 day, 23:35:30, time: 0.748, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0403, loss_cls: 0.1945, acc: 93.1685, loss_bbox: 0.2420, loss_mask: 0.2402, loss: 0.7521 +2022-09-21 06:59:34,913 - mmdet - INFO - Epoch [6][600/7330] lr: 3.778e-07, eta: 1 day, 23:34:49, time: 0.745, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0389, loss_cls: 0.1914, acc: 93.3201, loss_bbox: 0.2376, loss_mask: 0.2444, loss: 0.7449 +2022-09-21 07:00:12,242 - mmdet - INFO - Epoch [6][650/7330] lr: 3.778e-07, eta: 1 day, 23:34:08, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0396, loss_cls: 0.1941, acc: 93.1594, loss_bbox: 0.2413, loss_mask: 0.2442, loss: 0.7520 +2022-09-21 07:00:49,131 - mmdet - INFO - Epoch [6][700/7330] lr: 3.778e-07, eta: 1 day, 23:33:25, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0372, loss_cls: 0.1908, acc: 93.2361, loss_bbox: 0.2377, loss_mask: 0.2460, loss: 0.7407 +2022-09-21 07:01:26,351 - mmdet - INFO - Epoch [6][750/7330] lr: 3.778e-07, eta: 1 day, 23:32:43, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0370, loss_cls: 0.1946, acc: 93.1875, loss_bbox: 0.2408, loss_mask: 0.2406, loss: 0.7444 +2022-09-21 07:02:02,746 - mmdet - INFO - Epoch [6][800/7330] lr: 3.778e-07, eta: 1 day, 23:31:58, time: 0.730, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0370, loss_cls: 0.1982, acc: 93.0293, loss_bbox: 0.2429, loss_mask: 0.2443, loss: 0.7540 +2022-09-21 07:02:40,290 - mmdet - INFO - Epoch [6][850/7330] lr: 3.778e-07, eta: 1 day, 23:31:18, time: 0.751, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0349, loss_cls: 0.1879, acc: 93.3604, loss_bbox: 0.2332, loss_mask: 0.2367, loss: 0.7200 +2022-09-21 07:03:17,191 - mmdet - INFO - Epoch [6][900/7330] lr: 3.778e-07, eta: 1 day, 23:30:35, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0379, loss_cls: 0.1922, acc: 93.2524, loss_bbox: 0.2375, loss_mask: 0.2462, loss: 0.7461 +2022-09-21 07:03:53,830 - mmdet - INFO - Epoch [6][950/7330] lr: 3.778e-07, eta: 1 day, 23:29:51, time: 0.733, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0352, loss_cls: 0.1850, acc: 93.4229, loss_bbox: 0.2339, loss_mask: 0.2337, loss: 0.7177 +2022-09-21 07:04:31,607 - mmdet - INFO - Epoch [6][1000/7330] lr: 3.778e-07, eta: 1 day, 23:29:13, time: 0.755, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0397, loss_cls: 0.2076, acc: 92.6758, loss_bbox: 0.2552, loss_mask: 0.2532, loss: 0.7887 +2022-09-21 07:05:08,785 - mmdet - INFO - Epoch [6][1050/7330] lr: 3.778e-07, eta: 1 day, 23:28:31, time: 0.744, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0370, loss_cls: 0.1962, acc: 93.0535, loss_bbox: 0.2419, loss_mask: 0.2412, loss: 0.7493 +2022-09-21 07:05:46,451 - mmdet - INFO - Epoch [6][1100/7330] lr: 3.778e-07, eta: 1 day, 23:27:53, time: 0.753, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0390, loss_cls: 0.1953, acc: 93.0671, loss_bbox: 0.2450, loss_mask: 0.2456, loss: 0.7573 +2022-09-21 07:06:23,707 - mmdet - INFO - Epoch [6][1150/7330] lr: 3.778e-07, eta: 1 day, 23:27:12, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0384, loss_cls: 0.1930, acc: 93.1750, loss_bbox: 0.2422, loss_mask: 0.2410, loss: 0.7462 +2022-09-21 07:07:00,183 - mmdet - INFO - Epoch [6][1200/7330] lr: 3.778e-07, eta: 1 day, 23:26:26, time: 0.730, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0366, loss_cls: 0.1960, acc: 93.0715, loss_bbox: 0.2408, loss_mask: 0.2431, loss: 0.7488 +2022-09-21 07:07:37,329 - mmdet - INFO - Epoch [6][1250/7330] lr: 3.778e-07, eta: 1 day, 23:25:45, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0378, loss_cls: 0.1968, acc: 93.0117, loss_bbox: 0.2429, loss_mask: 0.2421, loss: 0.7499 +2022-09-21 07:08:14,843 - mmdet - INFO - Epoch [6][1300/7330] lr: 3.778e-07, eta: 1 day, 23:25:05, time: 0.750, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0410, loss_cls: 0.2016, acc: 92.9155, loss_bbox: 0.2440, loss_mask: 0.2476, loss: 0.7655 +2022-09-21 07:08:51,811 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 07:08:51,812 - mmdet - INFO - Epoch [6][1350/7330] lr: 3.778e-07, eta: 1 day, 23:24:23, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0364, loss_cls: 0.1888, acc: 93.4504, loss_bbox: 0.2311, loss_mask: 0.2409, loss: 0.7279 +2022-09-21 07:09:30,247 - mmdet - INFO - Epoch [6][1400/7330] lr: 3.778e-07, eta: 1 day, 23:23:49, time: 0.769, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0428, loss_cls: 0.2064, acc: 92.8044, loss_bbox: 0.2533, loss_mask: 0.2549, loss: 0.7920 +2022-09-21 07:10:08,100 - mmdet - INFO - Epoch [6][1450/7330] lr: 3.778e-07, eta: 1 day, 23:23:12, time: 0.757, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0382, loss_cls: 0.2023, acc: 92.8843, loss_bbox: 0.2443, loss_mask: 0.2376, loss: 0.7539 +2022-09-21 07:10:45,425 - mmdet - INFO - Epoch [6][1500/7330] lr: 3.778e-07, eta: 1 day, 23:22:31, time: 0.746, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0358, loss_cls: 0.1932, acc: 93.2368, loss_bbox: 0.2349, loss_mask: 0.2426, loss: 0.7379 +2022-09-21 07:11:22,577 - mmdet - INFO - Epoch [6][1550/7330] lr: 3.778e-07, eta: 1 day, 23:21:50, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0358, loss_cls: 0.1986, acc: 93.0396, loss_bbox: 0.2454, loss_mask: 0.2452, loss: 0.7552 +2022-09-21 07:11:59,694 - mmdet - INFO - Epoch [6][1600/7330] lr: 3.778e-07, eta: 1 day, 23:21:08, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0403, loss_cls: 0.1979, acc: 92.9741, loss_bbox: 0.2459, loss_mask: 0.2468, loss: 0.7645 +2022-09-21 07:12:36,376 - mmdet - INFO - Epoch [6][1650/7330] lr: 3.778e-07, eta: 1 day, 23:20:24, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0358, loss_cls: 0.1843, acc: 93.5330, loss_bbox: 0.2331, loss_mask: 0.2357, loss: 0.7191 +2022-09-21 07:13:13,510 - mmdet - INFO - Epoch [6][1700/7330] lr: 3.778e-07, eta: 1 day, 23:19:42, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0389, loss_cls: 0.1934, acc: 93.1230, loss_bbox: 0.2429, loss_mask: 0.2392, loss: 0.7461 +2022-09-21 07:13:50,427 - mmdet - INFO - Epoch [6][1750/7330] lr: 3.778e-07, eta: 1 day, 23:18:59, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0410, loss_cls: 0.2089, acc: 92.5850, loss_bbox: 0.2575, loss_mask: 0.2498, loss: 0.7908 +2022-09-21 07:14:27,642 - mmdet - INFO - Epoch [6][1800/7330] lr: 3.778e-07, eta: 1 day, 23:18:18, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0369, loss_cls: 0.1960, acc: 93.0713, loss_bbox: 0.2426, loss_mask: 0.2448, loss: 0.7485 +2022-09-21 07:15:04,593 - mmdet - INFO - Epoch [6][1850/7330] lr: 3.778e-07, eta: 1 day, 23:17:36, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0391, loss_cls: 0.1938, acc: 93.1636, loss_bbox: 0.2385, loss_mask: 0.2415, loss: 0.7439 +2022-09-21 07:15:41,535 - mmdet - INFO - Epoch [6][1900/7330] lr: 3.778e-07, eta: 1 day, 23:16:53, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0391, loss_cls: 0.2036, acc: 92.8604, loss_bbox: 0.2470, loss_mask: 0.2450, loss: 0.7675 +2022-09-21 07:16:19,032 - mmdet - INFO - Epoch [6][1950/7330] lr: 3.778e-07, eta: 1 day, 23:16:14, time: 0.750, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0361, loss_cls: 0.1831, acc: 93.6108, loss_bbox: 0.2265, loss_mask: 0.2435, loss: 0.7195 +2022-09-21 07:16:55,515 - mmdet - INFO - Epoch [6][2000/7330] lr: 3.778e-07, eta: 1 day, 23:15:29, time: 0.730, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0373, loss_cls: 0.1962, acc: 93.1733, loss_bbox: 0.2429, loss_mask: 0.2476, loss: 0.7566 +2022-09-21 07:17:32,972 - mmdet - INFO - Epoch [6][2050/7330] lr: 3.778e-07, eta: 1 day, 23:14:49, time: 0.749, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0377, loss_cls: 0.1892, acc: 93.3516, loss_bbox: 0.2368, loss_mask: 0.2417, loss: 0.7388 +2022-09-21 07:18:09,926 - mmdet - INFO - Epoch [6][2100/7330] lr: 3.778e-07, eta: 1 day, 23:14:06, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0362, loss_cls: 0.1831, acc: 93.5637, loss_bbox: 0.2292, loss_mask: 0.2380, loss: 0.7167 +2022-09-21 07:18:47,632 - mmdet - INFO - Epoch [6][2150/7330] lr: 3.778e-07, eta: 1 day, 23:13:28, time: 0.755, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0401, loss_cls: 0.1974, acc: 92.9558, loss_bbox: 0.2496, loss_mask: 0.2415, loss: 0.7606 +2022-09-21 07:19:24,113 - mmdet - INFO - Epoch [6][2200/7330] lr: 3.778e-07, eta: 1 day, 23:12:43, time: 0.730, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0390, loss_cls: 0.1948, acc: 92.9980, loss_bbox: 0.2462, loss_mask: 0.2462, loss: 0.7598 +2022-09-21 07:20:01,220 - mmdet - INFO - Epoch [6][2250/7330] lr: 3.778e-07, eta: 1 day, 23:12:02, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0365, loss_cls: 0.1883, acc: 93.4768, loss_bbox: 0.2270, loss_mask: 0.2332, loss: 0.7173 +2022-09-21 07:20:38,358 - mmdet - INFO - Epoch [6][2300/7330] lr: 3.778e-07, eta: 1 day, 23:11:20, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0379, loss_cls: 0.1912, acc: 93.2966, loss_bbox: 0.2379, loss_mask: 0.2380, loss: 0.7332 +2022-09-21 07:21:16,024 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 07:21:16,026 - mmdet - INFO - Epoch [6][2350/7330] lr: 3.778e-07, eta: 1 day, 23:10:42, time: 0.753, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0398, loss_cls: 0.1871, acc: 93.3696, loss_bbox: 0.2354, loss_mask: 0.2461, loss: 0.7432 +2022-09-21 07:21:52,711 - mmdet - INFO - Epoch [6][2400/7330] lr: 3.778e-07, eta: 1 day, 23:09:58, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0378, loss_cls: 0.1968, acc: 93.0745, loss_bbox: 0.2455, loss_mask: 0.2463, loss: 0.7564 +2022-09-21 07:22:29,278 - mmdet - INFO - Epoch [6][2450/7330] lr: 3.778e-07, eta: 1 day, 23:09:13, time: 0.731, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0371, loss_cls: 0.1937, acc: 93.1465, loss_bbox: 0.2396, loss_mask: 0.2443, loss: 0.7445 +2022-09-21 07:23:06,097 - mmdet - INFO - Epoch [6][2500/7330] lr: 3.778e-07, eta: 1 day, 23:08:30, time: 0.736, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0363, loss_cls: 0.1863, acc: 93.3958, loss_bbox: 0.2326, loss_mask: 0.2433, loss: 0.7299 +2022-09-21 07:23:43,059 - mmdet - INFO - Epoch [6][2550/7330] lr: 3.778e-07, eta: 1 day, 23:07:48, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0373, loss_cls: 0.1887, acc: 93.3032, loss_bbox: 0.2374, loss_mask: 0.2370, loss: 0.7311 +2022-09-21 07:24:20,230 - mmdet - INFO - Epoch [6][2600/7330] lr: 3.778e-07, eta: 1 day, 23:07:07, time: 0.743, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0375, loss_cls: 0.1908, acc: 93.1472, loss_bbox: 0.2405, loss_mask: 0.2366, loss: 0.7369 +2022-09-21 07:24:57,083 - mmdet - INFO - Epoch [6][2650/7330] lr: 3.778e-07, eta: 1 day, 23:06:24, time: 0.737, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0377, loss_cls: 0.1968, acc: 93.0291, loss_bbox: 0.2458, loss_mask: 0.2426, loss: 0.7555 +2022-09-21 07:25:33,697 - mmdet - INFO - Epoch [6][2700/7330] lr: 3.778e-07, eta: 1 day, 23:05:40, time: 0.733, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0367, loss_cls: 0.1968, acc: 93.0674, loss_bbox: 0.2409, loss_mask: 0.2390, loss: 0.7463 +2022-09-21 07:26:10,776 - mmdet - INFO - Epoch [6][2750/7330] lr: 3.778e-07, eta: 1 day, 23:04:58, time: 0.741, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0380, loss_cls: 0.1956, acc: 93.2026, loss_bbox: 0.2396, loss_mask: 0.2431, loss: 0.7486 +2022-09-21 07:26:47,667 - mmdet - INFO - Epoch [6][2800/7330] lr: 3.778e-07, eta: 1 day, 23:04:15, time: 0.738, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0409, loss_cls: 0.1970, acc: 93.0633, loss_bbox: 0.2444, loss_mask: 0.2465, loss: 0.7619 +2022-09-21 07:27:24,265 - mmdet - INFO - Epoch [6][2850/7330] lr: 3.778e-07, eta: 1 day, 23:03:31, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0364, loss_cls: 0.1901, acc: 93.3320, loss_bbox: 0.2414, loss_mask: 0.2375, loss: 0.7348 +2022-09-21 07:28:00,939 - mmdet - INFO - Epoch [6][2900/7330] lr: 3.778e-07, eta: 1 day, 23:02:47, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0391, loss_cls: 0.1950, acc: 93.1484, loss_bbox: 0.2427, loss_mask: 0.2463, loss: 0.7544 +2022-09-21 07:28:37,892 - mmdet - INFO - Epoch [6][2950/7330] lr: 3.778e-07, eta: 1 day, 23:02:05, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0391, loss_cls: 0.1959, acc: 93.1934, loss_bbox: 0.2392, loss_mask: 0.2427, loss: 0.7488 +2022-09-21 07:29:14,979 - mmdet - INFO - Epoch [6][3000/7330] lr: 3.778e-07, eta: 1 day, 23:01:23, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0371, loss_cls: 0.1949, acc: 93.1616, loss_bbox: 0.2379, loss_mask: 0.2451, loss: 0.7450 +2022-09-21 07:29:52,169 - mmdet - INFO - Epoch [6][3050/7330] lr: 3.778e-07, eta: 1 day, 23:00:42, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0348, loss_cls: 0.1930, acc: 93.3120, loss_bbox: 0.2358, loss_mask: 0.2420, loss: 0.7339 +2022-09-21 07:30:29,735 - mmdet - INFO - Epoch [6][3100/7330] lr: 3.778e-07, eta: 1 day, 23:00:04, time: 0.751, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0370, loss_cls: 0.1952, acc: 93.0596, loss_bbox: 0.2445, loss_mask: 0.2449, loss: 0.7526 +2022-09-21 07:31:06,930 - mmdet - INFO - Epoch [6][3150/7330] lr: 3.778e-07, eta: 1 day, 22:59:23, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0367, loss_cls: 0.1969, acc: 93.1145, loss_bbox: 0.2403, loss_mask: 0.2418, loss: 0.7463 +2022-09-21 07:31:44,589 - mmdet - INFO - Epoch [6][3200/7330] lr: 3.778e-07, eta: 1 day, 22:58:44, time: 0.753, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0401, loss_cls: 0.1995, acc: 92.9272, loss_bbox: 0.2467, loss_mask: 0.2473, loss: 0.7660 +2022-09-21 07:32:21,571 - mmdet - INFO - Epoch [6][3250/7330] lr: 3.778e-07, eta: 1 day, 22:58:03, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0380, loss_cls: 0.1884, acc: 93.3347, loss_bbox: 0.2396, loss_mask: 0.2439, loss: 0.7417 +2022-09-21 07:32:59,216 - mmdet - INFO - Epoch [6][3300/7330] lr: 3.778e-07, eta: 1 day, 22:57:24, time: 0.753, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0391, loss_cls: 0.1924, acc: 93.1809, loss_bbox: 0.2407, loss_mask: 0.2477, loss: 0.7543 +2022-09-21 07:33:36,207 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 07:33:36,208 - mmdet - INFO - Epoch [6][3350/7330] lr: 3.778e-07, eta: 1 day, 22:56:42, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0399, loss_cls: 0.1982, acc: 92.9976, loss_bbox: 0.2467, loss_mask: 0.2426, loss: 0.7603 +2022-09-21 07:34:13,297 - mmdet - INFO - Epoch [6][3400/7330] lr: 3.778e-07, eta: 1 day, 22:56:01, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0380, loss_cls: 0.1971, acc: 93.0349, loss_bbox: 0.2487, loss_mask: 0.2399, loss: 0.7536 +2022-09-21 07:34:50,609 - mmdet - INFO - Epoch [6][3450/7330] lr: 3.778e-07, eta: 1 day, 22:55:21, time: 0.746, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0381, loss_cls: 0.1888, acc: 93.3267, loss_bbox: 0.2384, loss_mask: 0.2416, loss: 0.7375 +2022-09-21 07:35:28,051 - mmdet - INFO - Epoch [6][3500/7330] lr: 3.778e-07, eta: 1 day, 22:54:41, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0429, loss_cls: 0.2072, acc: 92.7410, loss_bbox: 0.2554, loss_mask: 0.2447, loss: 0.7836 +2022-09-21 07:36:04,299 - mmdet - INFO - Epoch [6][3550/7330] lr: 3.778e-07, eta: 1 day, 22:53:55, time: 0.725, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0392, loss_cls: 0.2008, acc: 92.8240, loss_bbox: 0.2487, loss_mask: 0.2404, loss: 0.7610 +2022-09-21 07:36:41,029 - mmdet - INFO - Epoch [6][3600/7330] lr: 3.778e-07, eta: 1 day, 22:53:12, time: 0.736, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0361, loss_cls: 0.1894, acc: 93.2439, loss_bbox: 0.2385, loss_mask: 0.2412, loss: 0.7354 +2022-09-21 07:37:18,005 - mmdet - INFO - Epoch [6][3650/7330] lr: 3.778e-07, eta: 1 day, 22:52:30, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0368, loss_cls: 0.1925, acc: 93.1665, loss_bbox: 0.2416, loss_mask: 0.2415, loss: 0.7427 +2022-09-21 07:37:54,297 - mmdet - INFO - Epoch [6][3700/7330] lr: 3.778e-07, eta: 1 day, 22:51:44, time: 0.727, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0367, loss_cls: 0.1901, acc: 93.3027, loss_bbox: 0.2394, loss_mask: 0.2463, loss: 0.7426 +2022-09-21 07:38:31,026 - mmdet - INFO - Epoch [6][3750/7330] lr: 3.778e-07, eta: 1 day, 22:51:01, time: 0.734, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0383, loss_cls: 0.1976, acc: 93.0710, loss_bbox: 0.2420, loss_mask: 0.2439, loss: 0.7547 +2022-09-21 07:39:07,807 - mmdet - INFO - Epoch [6][3800/7330] lr: 3.778e-07, eta: 1 day, 22:50:18, time: 0.735, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0386, loss_cls: 0.1958, acc: 93.1355, loss_bbox: 0.2389, loss_mask: 0.2389, loss: 0.7461 +2022-09-21 07:39:45,651 - mmdet - INFO - Epoch [6][3850/7330] lr: 3.778e-07, eta: 1 day, 22:49:41, time: 0.757, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0358, loss_cls: 0.1837, acc: 93.5276, loss_bbox: 0.2332, loss_mask: 0.2362, loss: 0.7188 +2022-09-21 07:40:22,845 - mmdet - INFO - Epoch [6][3900/7330] lr: 3.778e-07, eta: 1 day, 22:49:00, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0398, loss_cls: 0.1986, acc: 92.9922, loss_bbox: 0.2441, loss_mask: 0.2448, loss: 0.7592 +2022-09-21 07:40:58,634 - mmdet - INFO - Epoch [6][3950/7330] lr: 3.778e-07, eta: 1 day, 22:48:12, time: 0.716, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0354, loss_cls: 0.1908, acc: 93.1304, loss_bbox: 0.2411, loss_mask: 0.2401, loss: 0.7381 +2022-09-21 07:41:36,301 - mmdet - INFO - Epoch [6][4000/7330] lr: 3.778e-07, eta: 1 day, 22:47:33, time: 0.753, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0398, loss_cls: 0.1971, acc: 93.0098, loss_bbox: 0.2427, loss_mask: 0.2403, loss: 0.7515 +2022-09-21 07:42:12,919 - mmdet - INFO - Epoch [6][4050/7330] lr: 3.778e-07, eta: 1 day, 22:46:50, time: 0.732, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0363, loss_cls: 0.1891, acc: 93.4995, loss_bbox: 0.2328, loss_mask: 0.2396, loss: 0.7288 +2022-09-21 07:42:49,034 - mmdet - INFO - Epoch [6][4100/7330] lr: 3.778e-07, eta: 1 day, 22:46:03, time: 0.722, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0377, loss_cls: 0.1893, acc: 93.2412, loss_bbox: 0.2370, loss_mask: 0.2375, loss: 0.7320 +2022-09-21 07:43:26,950 - mmdet - INFO - Epoch [6][4150/7330] lr: 3.778e-07, eta: 1 day, 22:45:26, time: 0.758, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0380, loss_cls: 0.1840, acc: 93.5017, loss_bbox: 0.2265, loss_mask: 0.2379, loss: 0.7184 +2022-09-21 07:44:03,596 - mmdet - INFO - Epoch [6][4200/7330] lr: 3.778e-07, eta: 1 day, 22:44:43, time: 0.733, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0341, loss_cls: 0.1890, acc: 93.3799, loss_bbox: 0.2377, loss_mask: 0.2386, loss: 0.7284 +2022-09-21 07:44:40,962 - mmdet - INFO - Epoch [6][4250/7330] lr: 3.778e-07, eta: 1 day, 22:44:03, time: 0.747, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0371, loss_cls: 0.1876, acc: 93.2617, loss_bbox: 0.2362, loss_mask: 0.2409, loss: 0.7321 +2022-09-21 07:45:18,183 - mmdet - INFO - Epoch [6][4300/7330] lr: 3.778e-07, eta: 1 day, 22:43:23, time: 0.744, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0382, loss_cls: 0.1929, acc: 93.1458, loss_bbox: 0.2368, loss_mask: 0.2428, loss: 0.7444 +2022-09-21 07:45:55,050 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 07:45:55,054 - mmdet - INFO - Epoch [6][4350/7330] lr: 3.778e-07, eta: 1 day, 22:42:40, time: 0.737, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0367, loss_cls: 0.1959, acc: 93.1636, loss_bbox: 0.2365, loss_mask: 0.2375, loss: 0.7394 +2022-09-21 07:46:32,402 - mmdet - INFO - Epoch [6][4400/7330] lr: 3.778e-07, eta: 1 day, 22:42:00, time: 0.747, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0381, loss_cls: 0.1957, acc: 92.9932, loss_bbox: 0.2437, loss_mask: 0.2462, loss: 0.7547 +2022-09-21 07:47:09,996 - mmdet - INFO - Epoch [6][4450/7330] lr: 3.778e-07, eta: 1 day, 22:41:22, time: 0.752, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0357, loss_cls: 0.1926, acc: 93.1357, loss_bbox: 0.2370, loss_mask: 0.2443, loss: 0.7407 +2022-09-21 07:47:46,774 - mmdet - INFO - Epoch [6][4500/7330] lr: 3.778e-07, eta: 1 day, 22:40:39, time: 0.735, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0368, loss_cls: 0.1802, acc: 93.5581, loss_bbox: 0.2289, loss_mask: 0.2375, loss: 0.7130 +2022-09-21 07:48:24,344 - mmdet - INFO - Epoch [6][4550/7330] lr: 3.778e-07, eta: 1 day, 22:40:01, time: 0.752, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0408, loss_cls: 0.1958, acc: 93.0098, loss_bbox: 0.2441, loss_mask: 0.2415, loss: 0.7597 +2022-09-21 07:49:01,761 - mmdet - INFO - Epoch [6][4600/7330] lr: 3.778e-07, eta: 1 day, 22:39:21, time: 0.748, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0389, loss_cls: 0.1931, acc: 93.1289, loss_bbox: 0.2419, loss_mask: 0.2448, loss: 0.7513 +2022-09-21 07:49:39,102 - mmdet - INFO - Epoch [6][4650/7330] lr: 3.778e-07, eta: 1 day, 22:38:41, time: 0.747, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0382, loss_cls: 0.1979, acc: 93.0103, loss_bbox: 0.2462, loss_mask: 0.2463, loss: 0.7587 +2022-09-21 07:50:16,541 - mmdet - INFO - Epoch [6][4700/7330] lr: 3.778e-07, eta: 1 day, 22:38:02, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0385, loss_cls: 0.1965, acc: 93.0186, loss_bbox: 0.2448, loss_mask: 0.2434, loss: 0.7574 +2022-09-21 07:50:54,175 - mmdet - INFO - Epoch [6][4750/7330] lr: 3.778e-07, eta: 1 day, 22:37:24, time: 0.754, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0415, loss_cls: 0.2030, acc: 92.8477, loss_bbox: 0.2501, loss_mask: 0.2425, loss: 0.7722 +2022-09-21 07:51:30,893 - mmdet - INFO - Epoch [6][4800/7330] lr: 3.778e-07, eta: 1 day, 22:36:41, time: 0.733, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0382, loss_cls: 0.1983, acc: 92.9839, loss_bbox: 0.2451, loss_mask: 0.2420, loss: 0.7563 +2022-09-21 07:52:07,691 - mmdet - INFO - Epoch [6][4850/7330] lr: 3.778e-07, eta: 1 day, 22:35:58, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0351, loss_cls: 0.1819, acc: 93.6299, loss_bbox: 0.2271, loss_mask: 0.2363, loss: 0.7093 +2022-09-21 07:52:45,620 - mmdet - INFO - Epoch [6][4900/7330] lr: 3.778e-07, eta: 1 day, 22:35:22, time: 0.759, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0378, loss_cls: 0.2052, acc: 92.8391, loss_bbox: 0.2474, loss_mask: 0.2433, loss: 0.7662 +2022-09-21 07:53:22,762 - mmdet - INFO - Epoch [6][4950/7330] lr: 3.778e-07, eta: 1 day, 22:34:41, time: 0.743, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0382, loss_cls: 0.1914, acc: 93.0808, loss_bbox: 0.2438, loss_mask: 0.2428, loss: 0.7467 +2022-09-21 07:53:59,488 - mmdet - INFO - Epoch [6][5000/7330] lr: 3.778e-07, eta: 1 day, 22:33:58, time: 0.735, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0348, loss_cls: 0.1905, acc: 93.2690, loss_bbox: 0.2368, loss_mask: 0.2388, loss: 0.7318 +2022-09-21 07:54:36,547 - mmdet - INFO - Epoch [6][5050/7330] lr: 3.778e-07, eta: 1 day, 22:33:17, time: 0.741, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0345, loss_cls: 0.1861, acc: 93.5168, loss_bbox: 0.2270, loss_mask: 0.2313, loss: 0.7091 +2022-09-21 07:55:13,946 - mmdet - INFO - Epoch [6][5100/7330] lr: 3.778e-07, eta: 1 day, 22:32:37, time: 0.748, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0357, loss_cls: 0.1933, acc: 93.2637, loss_bbox: 0.2357, loss_mask: 0.2447, loss: 0.7393 +2022-09-21 07:55:51,584 - mmdet - INFO - Epoch [6][5150/7330] lr: 3.778e-07, eta: 1 day, 22:31:59, time: 0.751, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0402, loss_cls: 0.2004, acc: 92.8772, loss_bbox: 0.2476, loss_mask: 0.2467, loss: 0.7699 +2022-09-21 07:56:28,538 - mmdet - INFO - Epoch [6][5200/7330] lr: 3.778e-07, eta: 1 day, 22:31:17, time: 0.741, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0378, loss_cls: 0.1969, acc: 93.1379, loss_bbox: 0.2401, loss_mask: 0.2412, loss: 0.7492 +2022-09-21 07:57:06,103 - mmdet - INFO - Epoch [6][5250/7330] lr: 3.778e-07, eta: 1 day, 22:30:39, time: 0.751, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0389, loss_cls: 0.2023, acc: 92.9768, loss_bbox: 0.2450, loss_mask: 0.2417, loss: 0.7613 +2022-09-21 07:57:43,683 - mmdet - INFO - Epoch [6][5300/7330] lr: 3.778e-07, eta: 1 day, 22:30:00, time: 0.752, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0398, loss_cls: 0.2083, acc: 92.7153, loss_bbox: 0.2516, loss_mask: 0.2404, loss: 0.7720 +2022-09-21 07:58:20,074 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 07:58:20,074 - mmdet - INFO - Epoch [6][5350/7330] lr: 3.778e-07, eta: 1 day, 22:29:16, time: 0.728, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0363, loss_cls: 0.1967, acc: 93.0535, loss_bbox: 0.2426, loss_mask: 0.2380, loss: 0.7441 +2022-09-21 07:58:56,495 - mmdet - INFO - Epoch [6][5400/7330] lr: 3.778e-07, eta: 1 day, 22:28:31, time: 0.728, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0368, loss_cls: 0.1913, acc: 93.3162, loss_bbox: 0.2398, loss_mask: 0.2404, loss: 0.7401 +2022-09-21 07:59:33,514 - mmdet - INFO - Epoch [6][5450/7330] lr: 3.778e-07, eta: 1 day, 22:27:50, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0369, loss_cls: 0.1932, acc: 93.1592, loss_bbox: 0.2353, loss_mask: 0.2374, loss: 0.7328 +2022-09-21 08:00:11,270 - mmdet - INFO - Epoch [6][5500/7330] lr: 3.778e-07, eta: 1 day, 22:27:12, time: 0.755, data_time: 0.025, memory: 54023, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0380, loss_cls: 0.1887, acc: 93.3459, loss_bbox: 0.2303, loss_mask: 0.2382, loss: 0.7257 +2022-09-21 08:00:48,052 - mmdet - INFO - Epoch [6][5550/7330] lr: 3.778e-07, eta: 1 day, 22:26:29, time: 0.732, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0368, loss_cls: 0.1892, acc: 93.3186, loss_bbox: 0.2348, loss_mask: 0.2401, loss: 0.7307 +2022-09-21 08:01:24,989 - mmdet - INFO - Epoch [6][5600/7330] lr: 3.778e-07, eta: 1 day, 22:25:48, time: 0.743, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0379, loss_cls: 0.1943, acc: 93.1929, loss_bbox: 0.2372, loss_mask: 0.2369, loss: 0.7369 +2022-09-21 08:02:02,144 - mmdet - INFO - Epoch [6][5650/7330] lr: 3.778e-07, eta: 1 day, 22:25:07, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0372, loss_cls: 0.1958, acc: 93.1340, loss_bbox: 0.2390, loss_mask: 0.2440, loss: 0.7474 +2022-09-21 08:02:39,243 - mmdet - INFO - Epoch [6][5700/7330] lr: 3.778e-07, eta: 1 day, 22:24:26, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0381, loss_cls: 0.2023, acc: 92.8538, loss_bbox: 0.2522, loss_mask: 0.2410, loss: 0.7658 +2022-09-21 08:03:17,231 - mmdet - INFO - Epoch [6][5750/7330] lr: 3.778e-07, eta: 1 day, 22:23:50, time: 0.760, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0350, loss_cls: 0.1918, acc: 93.2007, loss_bbox: 0.2384, loss_mask: 0.2395, loss: 0.7339 +2022-09-21 08:03:54,052 - mmdet - INFO - Epoch [6][5800/7330] lr: 3.778e-07, eta: 1 day, 22:23:08, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0391, loss_cls: 0.1947, acc: 93.1636, loss_bbox: 0.2387, loss_mask: 0.2419, loss: 0.7476 +2022-09-21 08:04:30,400 - mmdet - INFO - Epoch [6][5850/7330] lr: 3.778e-07, eta: 1 day, 22:22:23, time: 0.726, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0378, loss_cls: 0.1984, acc: 93.0178, loss_bbox: 0.2441, loss_mask: 0.2458, loss: 0.7588 +2022-09-21 08:05:06,553 - mmdet - INFO - Epoch [6][5900/7330] lr: 3.778e-07, eta: 1 day, 22:21:37, time: 0.724, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0340, loss_cls: 0.1827, acc: 93.6550, loss_bbox: 0.2260, loss_mask: 0.2353, loss: 0.7063 +2022-09-21 08:05:43,589 - mmdet - INFO - Epoch [6][5950/7330] lr: 3.778e-07, eta: 1 day, 22:20:56, time: 0.741, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0400, loss_cls: 0.1986, acc: 92.9900, loss_bbox: 0.2446, loss_mask: 0.2415, loss: 0.7574 +2022-09-21 08:06:20,536 - mmdet - INFO - Epoch [6][6000/7330] lr: 3.778e-07, eta: 1 day, 22:20:14, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0386, loss_cls: 0.1974, acc: 92.9697, loss_bbox: 0.2495, loss_mask: 0.2473, loss: 0.7648 +2022-09-21 08:06:57,057 - mmdet - INFO - Epoch [6][6050/7330] lr: 3.778e-07, eta: 1 day, 22:19:31, time: 0.730, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0362, loss_cls: 0.1895, acc: 93.3875, loss_bbox: 0.2330, loss_mask: 0.2387, loss: 0.7300 +2022-09-21 08:07:34,158 - mmdet - INFO - Epoch [6][6100/7330] lr: 3.778e-07, eta: 1 day, 22:18:50, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0381, loss_cls: 0.2052, acc: 92.7778, loss_bbox: 0.2441, loss_mask: 0.2437, loss: 0.7637 +2022-09-21 08:08:10,730 - mmdet - INFO - Epoch [6][6150/7330] lr: 3.778e-07, eta: 1 day, 22:18:06, time: 0.732, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0378, loss_cls: 0.2061, acc: 92.9077, loss_bbox: 0.2464, loss_mask: 0.2411, loss: 0.7615 +2022-09-21 08:08:48,079 - mmdet - INFO - Epoch [6][6200/7330] lr: 3.778e-07, eta: 1 day, 22:17:27, time: 0.747, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0368, loss_cls: 0.1957, acc: 93.1101, loss_bbox: 0.2440, loss_mask: 0.2390, loss: 0.7460 +2022-09-21 08:09:24,457 - mmdet - INFO - Epoch [6][6250/7330] lr: 3.778e-07, eta: 1 day, 22:16:42, time: 0.728, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0386, loss_cls: 0.1878, acc: 93.3933, loss_bbox: 0.2291, loss_mask: 0.2368, loss: 0.7231 +2022-09-21 08:10:01,467 - mmdet - INFO - Epoch [6][6300/7330] lr: 3.778e-07, eta: 1 day, 22:16:01, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0369, loss_cls: 0.1881, acc: 93.3198, loss_bbox: 0.2357, loss_mask: 0.2406, loss: 0.7308 +2022-09-21 08:10:38,074 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 08:10:38,075 - mmdet - INFO - Epoch [6][6350/7330] lr: 3.778e-07, eta: 1 day, 22:15:18, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0372, loss_cls: 0.2007, acc: 92.8606, loss_bbox: 0.2459, loss_mask: 0.2338, loss: 0.7477 +2022-09-21 08:11:14,765 - mmdet - INFO - Epoch [6][6400/7330] lr: 3.778e-07, eta: 1 day, 22:14:35, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0357, loss_cls: 0.1865, acc: 93.3411, loss_bbox: 0.2292, loss_mask: 0.2346, loss: 0.7154 +2022-09-21 08:11:51,481 - mmdet - INFO - Epoch [6][6450/7330] lr: 3.778e-07, eta: 1 day, 22:13:52, time: 0.733, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0389, loss_cls: 0.1956, acc: 93.0776, loss_bbox: 0.2454, loss_mask: 0.2446, loss: 0.7562 +2022-09-21 08:12:28,580 - mmdet - INFO - Epoch [6][6500/7330] lr: 3.778e-07, eta: 1 day, 22:13:11, time: 0.743, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0371, loss_cls: 0.1932, acc: 93.2278, loss_bbox: 0.2339, loss_mask: 0.2347, loss: 0.7314 +2022-09-21 08:13:05,733 - mmdet - INFO - Epoch [6][6550/7330] lr: 3.778e-07, eta: 1 day, 22:12:31, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0401, loss_cls: 0.1994, acc: 92.8999, loss_bbox: 0.2489, loss_mask: 0.2441, loss: 0.7664 +2022-09-21 08:13:43,166 - mmdet - INFO - Epoch [6][6600/7330] lr: 3.778e-07, eta: 1 day, 22:11:52, time: 0.749, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0364, loss_cls: 0.1966, acc: 93.1350, loss_bbox: 0.2404, loss_mask: 0.2456, loss: 0.7485 +2022-09-21 08:14:19,859 - mmdet - INFO - Epoch [6][6650/7330] lr: 3.778e-07, eta: 1 day, 22:11:09, time: 0.734, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0389, loss_cls: 0.1996, acc: 92.9783, loss_bbox: 0.2416, loss_mask: 0.2403, loss: 0.7531 +2022-09-21 08:14:57,363 - mmdet - INFO - Epoch [6][6700/7330] lr: 3.778e-07, eta: 1 day, 22:10:31, time: 0.750, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0381, loss_cls: 0.2012, acc: 92.7703, loss_bbox: 0.2430, loss_mask: 0.2429, loss: 0.7572 +2022-09-21 08:15:34,706 - mmdet - INFO - Epoch [6][6750/7330] lr: 3.778e-07, eta: 1 day, 22:09:51, time: 0.747, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0370, loss_cls: 0.1946, acc: 93.1240, loss_bbox: 0.2384, loss_mask: 0.2423, loss: 0.7416 +2022-09-21 08:16:11,566 - mmdet - INFO - Epoch [6][6800/7330] lr: 3.778e-07, eta: 1 day, 22:09:09, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0387, loss_cls: 0.1970, acc: 93.0623, loss_bbox: 0.2408, loss_mask: 0.2352, loss: 0.7424 +2022-09-21 08:16:48,300 - mmdet - INFO - Epoch [6][6850/7330] lr: 3.778e-07, eta: 1 day, 22:08:27, time: 0.736, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0342, loss_cls: 0.1794, acc: 93.6135, loss_bbox: 0.2242, loss_mask: 0.2352, loss: 0.6991 +2022-09-21 08:17:24,880 - mmdet - INFO - Epoch [6][6900/7330] lr: 3.778e-07, eta: 1 day, 22:07:43, time: 0.732, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0373, loss_cls: 0.1922, acc: 93.2808, loss_bbox: 0.2370, loss_mask: 0.2368, loss: 0.7334 +2022-09-21 08:18:01,201 - mmdet - INFO - Epoch [6][6950/7330] lr: 3.778e-07, eta: 1 day, 22:06:59, time: 0.726, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0384, loss_cls: 0.1888, acc: 93.2756, loss_bbox: 0.2350, loss_mask: 0.2431, loss: 0.7356 +2022-09-21 08:18:38,785 - mmdet - INFO - Epoch [6][7000/7330] lr: 3.778e-07, eta: 1 day, 22:06:21, time: 0.752, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0392, loss_cls: 0.1972, acc: 93.1331, loss_bbox: 0.2386, loss_mask: 0.2497, loss: 0.7568 +2022-09-21 08:19:16,106 - mmdet - INFO - Epoch [6][7050/7330] lr: 3.778e-07, eta: 1 day, 22:05:41, time: 0.746, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0375, loss_cls: 0.1912, acc: 93.3157, loss_bbox: 0.2316, loss_mask: 0.2413, loss: 0.7324 +2022-09-21 08:19:52,870 - mmdet - INFO - Epoch [6][7100/7330] lr: 3.778e-07, eta: 1 day, 22:04:59, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0375, loss_cls: 0.1889, acc: 93.3835, loss_bbox: 0.2348, loss_mask: 0.2416, loss: 0.7352 +2022-09-21 08:20:29,445 - mmdet - INFO - Epoch [6][7150/7330] lr: 3.778e-07, eta: 1 day, 22:04:16, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0380, loss_cls: 0.2023, acc: 92.9868, loss_bbox: 0.2427, loss_mask: 0.2417, loss: 0.7568 +2022-09-21 08:21:06,480 - mmdet - INFO - Epoch [6][7200/7330] lr: 3.778e-07, eta: 1 day, 22:03:34, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0322, loss_cls: 0.1868, acc: 93.4639, loss_bbox: 0.2271, loss_mask: 0.2369, loss: 0.7100 +2022-09-21 08:21:43,300 - mmdet - INFO - Epoch [6][7250/7330] lr: 3.778e-07, eta: 1 day, 22:02:53, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0384, loss_cls: 0.1968, acc: 93.1707, loss_bbox: 0.2406, loss_mask: 0.2499, loss: 0.7583 +2022-09-21 08:22:20,417 - mmdet - INFO - Epoch [6][7300/7330] lr: 3.778e-07, eta: 1 day, 22:02:12, time: 0.741, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0374, loss_cls: 0.1922, acc: 93.2314, loss_bbox: 0.2346, loss_mask: 0.2388, loss: 0.7335 +2022-09-21 08:22:51,937 - mmdet - INFO - Saving checkpoint at 6 epochs +2022-09-21 08:25:09,176 - mmdet - INFO - Evaluating bbox... +2022-09-21 08:25:39,306 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.453 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.693 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.497 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.304 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.489 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.595 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.586 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.586 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.586 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.417 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.627 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.737 + +2022-09-21 08:25:39,307 - mmdet - INFO - Evaluating segm... +2022-09-21 08:26:17,055 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.411 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.661 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.439 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.225 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.451 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.619 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.535 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.535 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.535 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.356 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.582 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.711 + +2022-09-21 08:26:17,653 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 08:26:17,654 - mmdet - INFO - Epoch(val) [6][625] bbox_mAP: 0.4530, bbox_mAP_50: 0.6930, bbox_mAP_75: 0.4970, bbox_mAP_s: 0.3040, bbox_mAP_m: 0.4890, bbox_mAP_l: 0.5950, bbox_mAP_copypaste: 0.453 0.693 0.497 0.304 0.489 0.595, segm_mAP: 0.4110, segm_mAP_50: 0.6610, segm_mAP_75: 0.4390, segm_mAP_s: 0.2250, segm_mAP_m: 0.4510, segm_mAP_l: 0.6190, segm_mAP_copypaste: 0.411 0.661 0.439 0.225 0.451 0.619 +2022-09-21 08:28:52,753 - mmdet - INFO - Epoch [7][50/7330] lr: 3.778e-07, eta: 1 day, 22:09:05, time: 3.100, data_time: 2.368, memory: 54023, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0353, loss_cls: 0.1792, acc: 93.6025, loss_bbox: 0.2275, loss_mask: 0.2366, loss: 0.7082 +2022-09-21 08:29:30,439 - mmdet - INFO - Epoch [7][100/7330] lr: 3.778e-07, eta: 1 day, 22:08:27, time: 0.755, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0365, loss_cls: 0.1869, acc: 93.3860, loss_bbox: 0.2320, loss_mask: 0.2388, loss: 0.7261 +2022-09-21 08:30:07,712 - mmdet - INFO - Epoch [7][150/7330] lr: 3.778e-07, eta: 1 day, 22:07:46, time: 0.745, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0377, loss_cls: 0.1893, acc: 93.3120, loss_bbox: 0.2363, loss_mask: 0.2390, loss: 0.7326 +2022-09-21 08:30:45,092 - mmdet - INFO - Epoch [7][200/7330] lr: 3.778e-07, eta: 1 day, 22:07:07, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0357, loss_cls: 0.1818, acc: 93.4690, loss_bbox: 0.2281, loss_mask: 0.2356, loss: 0.7108 +2022-09-21 08:31:21,152 - mmdet - INFO - Epoch [7][250/7330] lr: 3.778e-07, eta: 1 day, 22:06:20, time: 0.721, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0352, loss_cls: 0.1832, acc: 93.5527, loss_bbox: 0.2272, loss_mask: 0.2353, loss: 0.7107 +2022-09-21 08:31:58,601 - mmdet - INFO - Epoch [7][300/7330] lr: 3.778e-07, eta: 1 day, 22:05:41, time: 0.749, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0381, loss_cls: 0.1884, acc: 93.2856, loss_bbox: 0.2372, loss_mask: 0.2434, loss: 0.7404 +2022-09-21 08:32:34,788 - mmdet - INFO - Epoch [7][350/7330] lr: 3.778e-07, eta: 1 day, 22:04:55, time: 0.724, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0357, loss_cls: 0.1852, acc: 93.4436, loss_bbox: 0.2347, loss_mask: 0.2339, loss: 0.7184 +2022-09-21 08:33:11,986 - mmdet - INFO - Epoch [7][400/7330] lr: 3.778e-07, eta: 1 day, 22:04:14, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0353, loss_cls: 0.1892, acc: 93.2896, loss_bbox: 0.2349, loss_mask: 0.2334, loss: 0.7210 +2022-09-21 08:33:49,173 - mmdet - INFO - Epoch [7][450/7330] lr: 3.778e-07, eta: 1 day, 22:03:34, time: 0.744, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0338, loss_cls: 0.1864, acc: 93.5017, loss_bbox: 0.2307, loss_mask: 0.2334, loss: 0.7135 +2022-09-21 08:34:26,839 - mmdet - INFO - Epoch [7][500/7330] lr: 3.778e-07, eta: 1 day, 22:02:55, time: 0.753, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0384, loss_cls: 0.1986, acc: 92.9016, loss_bbox: 0.2458, loss_mask: 0.2369, loss: 0.7516 +2022-09-21 08:35:04,755 - mmdet - INFO - Epoch [7][550/7330] lr: 3.778e-07, eta: 1 day, 22:02:17, time: 0.754, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0365, loss_cls: 0.1948, acc: 93.1289, loss_bbox: 0.2395, loss_mask: 0.2373, loss: 0.7363 +2022-09-21 08:35:41,848 - mmdet - INFO - Epoch [7][600/7330] lr: 3.778e-07, eta: 1 day, 22:01:37, time: 0.746, data_time: 0.024, memory: 54023, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0387, loss_cls: 0.1967, acc: 93.0085, loss_bbox: 0.2431, loss_mask: 0.2393, loss: 0.7489 +2022-09-21 08:36:19,019 - mmdet - INFO - Epoch [7][650/7330] lr: 3.778e-07, eta: 1 day, 22:00:56, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0375, loss_cls: 0.1898, acc: 93.3142, loss_bbox: 0.2411, loss_mask: 0.2370, loss: 0.7352 +2022-09-21 08:36:56,208 - mmdet - INFO - Epoch [7][700/7330] lr: 3.778e-07, eta: 1 day, 22:00:16, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0406, loss_cls: 0.2012, acc: 92.7327, loss_bbox: 0.2535, loss_mask: 0.2359, loss: 0.7621 +2022-09-21 08:37:32,954 - mmdet - INFO - Epoch [7][750/7330] lr: 3.778e-07, eta: 1 day, 21:59:33, time: 0.735, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0366, loss_cls: 0.1867, acc: 93.4731, loss_bbox: 0.2314, loss_mask: 0.2324, loss: 0.7176 +2022-09-21 08:38:10,348 - mmdet - INFO - Epoch [7][800/7330] lr: 3.778e-07, eta: 1 day, 21:58:53, time: 0.748, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0368, loss_cls: 0.1889, acc: 93.4368, loss_bbox: 0.2335, loss_mask: 0.2322, loss: 0.7213 +2022-09-21 08:38:47,571 - mmdet - INFO - Epoch [7][850/7330] lr: 3.778e-07, eta: 1 day, 21:58:13, time: 0.744, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0365, loss_cls: 0.1913, acc: 93.1907, loss_bbox: 0.2372, loss_mask: 0.2379, loss: 0.7325 +2022-09-21 08:39:24,946 - mmdet - INFO - Epoch [7][900/7330] lr: 3.778e-07, eta: 1 day, 21:57:33, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0359, loss_cls: 0.1834, acc: 93.5281, loss_bbox: 0.2280, loss_mask: 0.2345, loss: 0.7109 +2022-09-21 08:40:02,804 - mmdet - INFO - Epoch [7][950/7330] lr: 3.778e-07, eta: 1 day, 21:56:56, time: 0.758, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0373, loss_cls: 0.1867, acc: 93.3264, loss_bbox: 0.2380, loss_mask: 0.2386, loss: 0.7307 +2022-09-21 08:40:40,294 - mmdet - INFO - Epoch [7][1000/7330] lr: 3.778e-07, eta: 1 day, 21:56:16, time: 0.750, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0383, loss_cls: 0.2007, acc: 92.9229, loss_bbox: 0.2458, loss_mask: 0.2452, loss: 0.7600 +2022-09-21 08:41:17,147 - mmdet - INFO - Epoch [7][1050/7330] lr: 3.778e-07, eta: 1 day, 21:55:34, time: 0.737, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0372, loss_cls: 0.1859, acc: 93.3921, loss_bbox: 0.2344, loss_mask: 0.2374, loss: 0.7237 +2022-09-21 08:41:54,463 - mmdet - INFO - Epoch [7][1100/7330] lr: 3.778e-07, eta: 1 day, 21:54:54, time: 0.745, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0348, loss_cls: 0.1794, acc: 93.6145, loss_bbox: 0.2225, loss_mask: 0.2312, loss: 0.6969 +2022-09-21 08:42:31,979 - mmdet - INFO - Epoch [7][1150/7330] lr: 3.778e-07, eta: 1 day, 21:54:15, time: 0.750, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0354, loss_cls: 0.1951, acc: 93.0771, loss_bbox: 0.2352, loss_mask: 0.2349, loss: 0.7304 +2022-09-21 08:43:09,072 - mmdet - INFO - Epoch [7][1200/7330] lr: 3.778e-07, eta: 1 day, 21:53:34, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0375, loss_cls: 0.1886, acc: 93.3191, loss_bbox: 0.2393, loss_mask: 0.2410, loss: 0.7361 +2022-09-21 08:43:45,996 - mmdet - INFO - Epoch [7][1250/7330] lr: 3.778e-07, eta: 1 day, 21:52:52, time: 0.738, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0370, loss_cls: 0.1881, acc: 93.2375, loss_bbox: 0.2316, loss_mask: 0.2383, loss: 0.7263 +2022-09-21 08:44:23,153 - mmdet - INFO - Epoch [7][1300/7330] lr: 3.778e-07, eta: 1 day, 21:52:11, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0388, loss_cls: 0.1928, acc: 93.0886, loss_bbox: 0.2414, loss_mask: 0.2428, loss: 0.7502 +2022-09-21 08:45:00,310 - mmdet - INFO - Epoch [7][1350/7330] lr: 3.778e-07, eta: 1 day, 21:51:31, time: 0.744, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0371, loss_cls: 0.1914, acc: 93.2307, loss_bbox: 0.2369, loss_mask: 0.2354, loss: 0.7322 +2022-09-21 08:45:37,161 - mmdet - INFO - Epoch [7][1400/7330] lr: 3.778e-07, eta: 1 day, 21:50:49, time: 0.737, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0348, loss_cls: 0.1766, acc: 93.7378, loss_bbox: 0.2226, loss_mask: 0.2350, loss: 0.6987 +2022-09-21 08:46:14,427 - mmdet - INFO - Epoch [7][1450/7330] lr: 3.778e-07, eta: 1 day, 21:50:08, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0379, loss_cls: 0.1897, acc: 93.2485, loss_bbox: 0.2440, loss_mask: 0.2422, loss: 0.7456 +2022-09-21 08:46:51,611 - mmdet - INFO - Epoch [7][1500/7330] lr: 3.778e-07, eta: 1 day, 21:49:28, time: 0.744, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0349, loss_cls: 0.1872, acc: 93.4351, loss_bbox: 0.2280, loss_mask: 0.2321, loss: 0.7103 +2022-09-21 08:47:29,480 - mmdet - INFO - Epoch [7][1550/7330] lr: 3.778e-07, eta: 1 day, 21:48:51, time: 0.757, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0356, loss_cls: 0.1847, acc: 93.3181, loss_bbox: 0.2361, loss_mask: 0.2340, loss: 0.7168 +2022-09-21 08:48:06,601 - mmdet - INFO - Epoch [7][1600/7330] lr: 3.778e-07, eta: 1 day, 21:48:10, time: 0.742, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0364, loss_cls: 0.1909, acc: 93.3386, loss_bbox: 0.2300, loss_mask: 0.2414, loss: 0.7279 +2022-09-21 08:48:44,125 - mmdet - INFO - Epoch [7][1650/7330] lr: 3.778e-07, eta: 1 day, 21:47:31, time: 0.751, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0368, loss_cls: 0.1915, acc: 93.3064, loss_bbox: 0.2351, loss_mask: 0.2420, loss: 0.7332 +2022-09-21 08:49:21,632 - mmdet - INFO - Epoch [7][1700/7330] lr: 3.778e-07, eta: 1 day, 21:46:52, time: 0.750, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0366, loss_cls: 0.1835, acc: 93.3704, loss_bbox: 0.2323, loss_mask: 0.2295, loss: 0.7104 +2022-09-21 08:49:59,473 - mmdet - INFO - Epoch [7][1750/7330] lr: 3.778e-07, eta: 1 day, 21:46:14, time: 0.757, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0368, loss_cls: 0.1919, acc: 93.2688, loss_bbox: 0.2328, loss_mask: 0.2429, loss: 0.7331 +2022-09-21 08:50:36,561 - mmdet - INFO - Epoch [7][1800/7330] lr: 3.778e-07, eta: 1 day, 21:45:33, time: 0.741, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0348, loss_cls: 0.1870, acc: 93.2656, loss_bbox: 0.2330, loss_mask: 0.2375, loss: 0.7211 +2022-09-21 08:51:13,367 - mmdet - INFO - Epoch [7][1850/7330] lr: 3.778e-07, eta: 1 day, 21:44:51, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0360, loss_cls: 0.1843, acc: 93.4624, loss_bbox: 0.2312, loss_mask: 0.2415, loss: 0.7216 +2022-09-21 08:51:50,221 - mmdet - INFO - Epoch [7][1900/7330] lr: 3.778e-07, eta: 1 day, 21:44:09, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0391, loss_cls: 0.1934, acc: 93.1157, loss_bbox: 0.2405, loss_mask: 0.2374, loss: 0.7385 +2022-09-21 08:52:26,948 - mmdet - INFO - Epoch [7][1950/7330] lr: 3.778e-07, eta: 1 day, 21:43:26, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0385, loss_cls: 0.1855, acc: 93.4180, loss_bbox: 0.2301, loss_mask: 0.2318, loss: 0.7177 +2022-09-21 08:53:03,871 - mmdet - INFO - Epoch [7][2000/7330] lr: 3.778e-07, eta: 1 day, 21:42:44, time: 0.739, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0354, loss_cls: 0.1935, acc: 93.1113, loss_bbox: 0.2339, loss_mask: 0.2378, loss: 0.7313 +2022-09-21 08:53:41,699 - mmdet - INFO - Epoch [7][2050/7330] lr: 3.778e-07, eta: 1 day, 21:42:07, time: 0.756, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0368, loss_cls: 0.1812, acc: 93.4707, loss_bbox: 0.2322, loss_mask: 0.2318, loss: 0.7146 +2022-09-21 08:54:19,400 - mmdet - INFO - Epoch [7][2100/7330] lr: 3.778e-07, eta: 1 day, 21:41:29, time: 0.754, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0373, loss_cls: 0.1802, acc: 93.5942, loss_bbox: 0.2240, loss_mask: 0.2397, loss: 0.7088 +2022-09-21 08:54:56,208 - mmdet - INFO - Epoch [7][2150/7330] lr: 3.778e-07, eta: 1 day, 21:40:47, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0361, loss_cls: 0.1830, acc: 93.3982, loss_bbox: 0.2302, loss_mask: 0.2310, loss: 0.7099 +2022-09-21 08:55:32,670 - mmdet - INFO - Epoch [7][2200/7330] lr: 3.778e-07, eta: 1 day, 21:40:03, time: 0.729, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0347, loss_cls: 0.1872, acc: 93.3240, loss_bbox: 0.2346, loss_mask: 0.2320, loss: 0.7168 +2022-09-21 08:56:09,397 - mmdet - INFO - Epoch [7][2250/7330] lr: 3.778e-07, eta: 1 day, 21:39:20, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0365, loss_cls: 0.1896, acc: 93.2380, loss_bbox: 0.2340, loss_mask: 0.2369, loss: 0.7287 +2022-09-21 08:56:46,209 - mmdet - INFO - Epoch [7][2300/7330] lr: 3.778e-07, eta: 1 day, 21:38:38, time: 0.736, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0375, loss_cls: 0.1919, acc: 93.3118, loss_bbox: 0.2343, loss_mask: 0.2378, loss: 0.7321 +2022-09-21 08:57:23,683 - mmdet - INFO - Epoch [7][2350/7330] lr: 3.778e-07, eta: 1 day, 21:37:59, time: 0.750, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0361, loss_cls: 0.1818, acc: 93.5959, loss_bbox: 0.2277, loss_mask: 0.2376, loss: 0.7130 +2022-09-21 08:58:00,613 - mmdet - INFO - Epoch [7][2400/7330] lr: 3.778e-07, eta: 1 day, 21:37:17, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0370, loss_cls: 0.1834, acc: 93.4568, loss_bbox: 0.2318, loss_mask: 0.2360, loss: 0.7164 +2022-09-21 08:58:38,010 - mmdet - INFO - Epoch [7][2450/7330] lr: 3.778e-07, eta: 1 day, 21:36:38, time: 0.748, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0371, loss_cls: 0.1920, acc: 93.1792, loss_bbox: 0.2402, loss_mask: 0.2418, loss: 0.7407 +2022-09-21 08:59:15,591 - mmdet - INFO - Epoch [7][2500/7330] lr: 3.778e-07, eta: 1 day, 21:35:59, time: 0.752, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0358, loss_cls: 0.1852, acc: 93.4580, loss_bbox: 0.2300, loss_mask: 0.2330, loss: 0.7131 +2022-09-21 08:59:52,408 - mmdet - INFO - Epoch [7][2550/7330] lr: 3.778e-07, eta: 1 day, 21:35:17, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0344, loss_cls: 0.1838, acc: 93.5156, loss_bbox: 0.2289, loss_mask: 0.2308, loss: 0.7062 +2022-09-21 09:00:29,263 - mmdet - INFO - Epoch [7][2600/7330] lr: 3.778e-07, eta: 1 day, 21:34:35, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0366, loss_cls: 0.1898, acc: 93.3240, loss_bbox: 0.2312, loss_mask: 0.2316, loss: 0.7190 +2022-09-21 09:01:06,292 - mmdet - INFO - Epoch [7][2650/7330] lr: 3.778e-07, eta: 1 day, 21:33:54, time: 0.741, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0339, loss_cls: 0.1817, acc: 93.6384, loss_bbox: 0.2257, loss_mask: 0.2356, loss: 0.7025 +2022-09-21 09:01:42,918 - mmdet - INFO - Epoch [7][2700/7330] lr: 3.778e-07, eta: 1 day, 21:33:11, time: 0.732, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0366, loss_cls: 0.1891, acc: 93.2891, loss_bbox: 0.2346, loss_mask: 0.2403, loss: 0.7301 +2022-09-21 09:02:20,364 - mmdet - INFO - Epoch [7][2750/7330] lr: 3.778e-07, eta: 1 day, 21:32:32, time: 0.749, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0363, loss_cls: 0.1842, acc: 93.4644, loss_bbox: 0.2311, loss_mask: 0.2350, loss: 0.7162 +2022-09-21 09:02:57,600 - mmdet - INFO - Epoch [7][2800/7330] lr: 3.778e-07, eta: 1 day, 21:31:52, time: 0.745, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0397, loss_cls: 0.1945, acc: 93.0801, loss_bbox: 0.2441, loss_mask: 0.2469, loss: 0.7568 +2022-09-21 09:03:34,562 - mmdet - INFO - Epoch [7][2850/7330] lr: 3.778e-07, eta: 1 day, 21:31:10, time: 0.739, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0369, loss_cls: 0.1943, acc: 93.1167, loss_bbox: 0.2386, loss_mask: 0.2433, loss: 0.7432 +2022-09-21 09:04:12,110 - mmdet - INFO - Epoch [7][2900/7330] lr: 3.778e-07, eta: 1 day, 21:30:32, time: 0.751, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0375, loss_cls: 0.1876, acc: 93.3369, loss_bbox: 0.2338, loss_mask: 0.2396, loss: 0.7291 +2022-09-21 09:04:49,028 - mmdet - INFO - Epoch [7][2950/7330] lr: 3.778e-07, eta: 1 day, 21:29:50, time: 0.737, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0366, loss_cls: 0.1988, acc: 92.9836, loss_bbox: 0.2450, loss_mask: 0.2432, loss: 0.7551 +2022-09-21 09:05:25,838 - mmdet - INFO - Epoch [7][3000/7330] lr: 3.778e-07, eta: 1 day, 21:29:08, time: 0.737, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0359, loss_cls: 0.1909, acc: 93.2632, loss_bbox: 0.2366, loss_mask: 0.2403, loss: 0.7341 +2022-09-21 09:06:03,388 - mmdet - INFO - Epoch [7][3050/7330] lr: 3.778e-07, eta: 1 day, 21:28:29, time: 0.750, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0389, loss_cls: 0.1933, acc: 93.1506, loss_bbox: 0.2435, loss_mask: 0.2413, loss: 0.7472 +2022-09-21 09:06:40,482 - mmdet - INFO - Epoch [7][3100/7330] lr: 3.778e-07, eta: 1 day, 21:27:48, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0350, loss_cls: 0.1823, acc: 93.4377, loss_bbox: 0.2287, loss_mask: 0.2411, loss: 0.7144 +2022-09-21 09:07:17,172 - mmdet - INFO - Epoch [7][3150/7330] lr: 3.778e-07, eta: 1 day, 21:27:06, time: 0.734, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0341, loss_cls: 0.1825, acc: 93.6531, loss_bbox: 0.2230, loss_mask: 0.2393, loss: 0.7076 +2022-09-21 09:07:53,875 - mmdet - INFO - Epoch [7][3200/7330] lr: 3.778e-07, eta: 1 day, 21:26:23, time: 0.734, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0401, loss_cls: 0.1881, acc: 93.3440, loss_bbox: 0.2371, loss_mask: 0.2387, loss: 0.7362 +2022-09-21 09:08:31,301 - mmdet - INFO - Epoch [7][3250/7330] lr: 3.778e-07, eta: 1 day, 21:25:44, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0363, loss_cls: 0.1916, acc: 93.1963, loss_bbox: 0.2354, loss_mask: 0.2364, loss: 0.7294 +2022-09-21 09:09:08,865 - mmdet - INFO - Epoch [7][3300/7330] lr: 3.778e-07, eta: 1 day, 21:25:06, time: 0.751, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0368, loss_cls: 0.1793, acc: 93.5972, loss_bbox: 0.2239, loss_mask: 0.2360, loss: 0.7041 +2022-09-21 09:09:46,582 - mmdet - INFO - Epoch [7][3350/7330] lr: 3.778e-07, eta: 1 day, 21:24:28, time: 0.755, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0382, loss_cls: 0.2001, acc: 92.9707, loss_bbox: 0.2458, loss_mask: 0.2416, loss: 0.7553 +2022-09-21 09:10:23,714 - mmdet - INFO - Epoch [7][3400/7330] lr: 3.778e-07, eta: 1 day, 21:23:47, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0355, loss_cls: 0.1865, acc: 93.3916, loss_bbox: 0.2325, loss_mask: 0.2414, loss: 0.7257 +2022-09-21 09:11:00,425 - mmdet - INFO - Epoch [7][3450/7330] lr: 3.778e-07, eta: 1 day, 21:23:05, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0391, loss_cls: 0.1994, acc: 92.9980, loss_bbox: 0.2449, loss_mask: 0.2409, loss: 0.7552 +2022-09-21 09:11:37,169 - mmdet - INFO - Epoch [7][3500/7330] lr: 3.778e-07, eta: 1 day, 21:22:22, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0391, loss_cls: 0.1981, acc: 92.9512, loss_bbox: 0.2404, loss_mask: 0.2422, loss: 0.7507 +2022-09-21 09:12:14,151 - mmdet - INFO - Epoch [7][3550/7330] lr: 3.778e-07, eta: 1 day, 21:21:41, time: 0.740, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0362, loss_cls: 0.1987, acc: 93.0869, loss_bbox: 0.2379, loss_mask: 0.2422, loss: 0.7461 +2022-09-21 09:12:51,263 - mmdet - INFO - Epoch [7][3600/7330] lr: 3.778e-07, eta: 1 day, 21:21:01, time: 0.742, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0387, loss_cls: 0.1923, acc: 93.1458, loss_bbox: 0.2388, loss_mask: 0.2452, loss: 0.7453 +2022-09-21 09:13:28,589 - mmdet - INFO - Epoch [7][3650/7330] lr: 3.778e-07, eta: 1 day, 21:20:21, time: 0.747, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0405, loss_cls: 0.1946, acc: 93.0906, loss_bbox: 0.2448, loss_mask: 0.2435, loss: 0.7549 +2022-09-21 09:14:04,790 - mmdet - INFO - Epoch [7][3700/7330] lr: 3.778e-07, eta: 1 day, 21:19:36, time: 0.724, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0377, loss_cls: 0.1927, acc: 93.1509, loss_bbox: 0.2432, loss_mask: 0.2438, loss: 0.7479 +2022-09-21 09:14:41,642 - mmdet - INFO - Epoch [7][3750/7330] lr: 3.778e-07, eta: 1 day, 21:18:55, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0380, loss_cls: 0.1900, acc: 93.4004, loss_bbox: 0.2379, loss_mask: 0.2394, loss: 0.7372 +2022-09-21 09:15:18,653 - mmdet - INFO - Epoch [7][3800/7330] lr: 3.778e-07, eta: 1 day, 21:18:14, time: 0.740, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0374, loss_cls: 0.1911, acc: 93.2615, loss_bbox: 0.2410, loss_mask: 0.2467, loss: 0.7478 +2022-09-21 09:15:55,938 - mmdet - INFO - Epoch [7][3850/7330] lr: 3.778e-07, eta: 1 day, 21:17:34, time: 0.746, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0367, loss_cls: 0.1873, acc: 93.3865, loss_bbox: 0.2316, loss_mask: 0.2361, loss: 0.7231 +2022-09-21 09:16:32,311 - mmdet - INFO - Epoch [7][3900/7330] lr: 3.778e-07, eta: 1 day, 21:16:50, time: 0.727, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0365, loss_cls: 0.1808, acc: 93.6052, loss_bbox: 0.2251, loss_mask: 0.2378, loss: 0.7129 +2022-09-21 09:17:08,936 - mmdet - INFO - Epoch [7][3950/7330] lr: 3.778e-07, eta: 1 day, 21:16:07, time: 0.733, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0358, loss_cls: 0.1923, acc: 93.2188, loss_bbox: 0.2377, loss_mask: 0.2357, loss: 0.7318 +2022-09-21 09:17:46,224 - mmdet - INFO - Epoch [7][4000/7330] lr: 3.778e-07, eta: 1 day, 21:15:27, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0362, loss_cls: 0.1902, acc: 93.2734, loss_bbox: 0.2366, loss_mask: 0.2379, loss: 0.7304 +2022-09-21 09:18:23,649 - mmdet - INFO - Epoch [7][4050/7330] lr: 3.778e-07, eta: 1 day, 21:14:48, time: 0.748, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0358, loss_cls: 0.1959, acc: 93.0664, loss_bbox: 0.2424, loss_mask: 0.2381, loss: 0.7420 +2022-09-21 09:19:00,923 - mmdet - INFO - Epoch [7][4100/7330] lr: 3.778e-07, eta: 1 day, 21:14:09, time: 0.747, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0384, loss_cls: 0.1911, acc: 93.2305, loss_bbox: 0.2350, loss_mask: 0.2358, loss: 0.7332 +2022-09-21 09:19:38,474 - mmdet - INFO - Epoch [7][4150/7330] lr: 3.778e-07, eta: 1 day, 21:13:30, time: 0.751, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0405, loss_cls: 0.2041, acc: 92.7109, loss_bbox: 0.2510, loss_mask: 0.2451, loss: 0.7748 +2022-09-21 09:20:16,436 - mmdet - INFO - Epoch [7][4200/7330] lr: 3.778e-07, eta: 1 day, 21:12:53, time: 0.759, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0367, loss_cls: 0.1834, acc: 93.4517, loss_bbox: 0.2305, loss_mask: 0.2326, loss: 0.7136 +2022-09-21 09:20:53,762 - mmdet - INFO - Epoch [7][4250/7330] lr: 3.778e-07, eta: 1 day, 21:12:14, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0384, loss_cls: 0.1931, acc: 93.0864, loss_bbox: 0.2441, loss_mask: 0.2436, loss: 0.7511 +2022-09-21 09:21:30,609 - mmdet - INFO - Epoch [7][4300/7330] lr: 3.778e-07, eta: 1 day, 21:11:32, time: 0.737, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0374, loss_cls: 0.1865, acc: 93.3638, loss_bbox: 0.2336, loss_mask: 0.2394, loss: 0.7282 +2022-09-21 09:22:07,753 - mmdet - INFO - Epoch [7][4350/7330] lr: 3.778e-07, eta: 1 day, 21:10:52, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0357, loss_cls: 0.1798, acc: 93.5774, loss_bbox: 0.2305, loss_mask: 0.2279, loss: 0.7050 +2022-09-21 09:22:44,356 - mmdet - INFO - Epoch [7][4400/7330] lr: 3.778e-07, eta: 1 day, 21:10:09, time: 0.732, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0363, loss_cls: 0.1840, acc: 93.4717, loss_bbox: 0.2298, loss_mask: 0.2343, loss: 0.7141 +2022-09-21 09:23:21,713 - mmdet - INFO - Epoch [7][4450/7330] lr: 3.778e-07, eta: 1 day, 21:09:30, time: 0.747, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0375, loss_cls: 0.1913, acc: 93.3613, loss_bbox: 0.2338, loss_mask: 0.2368, loss: 0.7282 +2022-09-21 09:23:58,464 - mmdet - INFO - Epoch [7][4500/7330] lr: 3.778e-07, eta: 1 day, 21:08:48, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0354, loss_cls: 0.1883, acc: 93.4282, loss_bbox: 0.2268, loss_mask: 0.2296, loss: 0.7094 +2022-09-21 09:24:35,250 - mmdet - INFO - Epoch [7][4550/7330] lr: 3.778e-07, eta: 1 day, 21:08:06, time: 0.736, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0387, loss_cls: 0.1864, acc: 93.4248, loss_bbox: 0.2319, loss_mask: 0.2444, loss: 0.7328 +2022-09-21 09:25:11,452 - mmdet - INFO - Epoch [7][4600/7330] lr: 3.778e-07, eta: 1 day, 21:07:21, time: 0.724, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0376, loss_cls: 0.1942, acc: 93.2712, loss_bbox: 0.2446, loss_mask: 0.2457, loss: 0.7527 +2022-09-21 09:25:48,544 - mmdet - INFO - Epoch [7][4650/7330] lr: 3.778e-07, eta: 1 day, 21:06:41, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0375, loss_cls: 0.1903, acc: 93.1367, loss_bbox: 0.2333, loss_mask: 0.2309, loss: 0.7211 +2022-09-21 09:26:25,359 - mmdet - INFO - Epoch [7][4700/7330] lr: 3.778e-07, eta: 1 day, 21:05:59, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0378, loss_cls: 0.1936, acc: 93.0845, loss_bbox: 0.2400, loss_mask: 0.2321, loss: 0.7345 +2022-09-21 09:27:02,642 - mmdet - INFO - Epoch [7][4750/7330] lr: 3.778e-07, eta: 1 day, 21:05:19, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0366, loss_cls: 0.1902, acc: 93.3459, loss_bbox: 0.2334, loss_mask: 0.2318, loss: 0.7227 +2022-09-21 09:27:39,466 - mmdet - INFO - Epoch [7][4800/7330] lr: 3.778e-07, eta: 1 day, 21:04:38, time: 0.736, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0375, loss_cls: 0.1935, acc: 93.0640, loss_bbox: 0.2366, loss_mask: 0.2382, loss: 0.7383 +2022-09-21 09:28:16,872 - mmdet - INFO - Epoch [7][4850/7330] lr: 3.778e-07, eta: 1 day, 21:03:58, time: 0.748, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0372, loss_cls: 0.1950, acc: 93.1250, loss_bbox: 0.2387, loss_mask: 0.2419, loss: 0.7435 +2022-09-21 09:28:54,149 - mmdet - INFO - Epoch [7][4900/7330] lr: 3.778e-07, eta: 1 day, 21:03:19, time: 0.746, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0383, loss_cls: 0.1898, acc: 93.2051, loss_bbox: 0.2374, loss_mask: 0.2392, loss: 0.7345 +2022-09-21 09:29:31,392 - mmdet - INFO - Epoch [7][4950/7330] lr: 3.778e-07, eta: 1 day, 21:02:39, time: 0.745, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0393, loss_cls: 0.2003, acc: 92.9026, loss_bbox: 0.2456, loss_mask: 0.2442, loss: 0.7629 +2022-09-21 09:30:07,900 - mmdet - INFO - Epoch [7][5000/7330] lr: 3.778e-07, eta: 1 day, 21:01:56, time: 0.730, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0371, loss_cls: 0.1969, acc: 93.0442, loss_bbox: 0.2338, loss_mask: 0.2400, loss: 0.7387 +2022-09-21 09:30:44,979 - mmdet - INFO - Epoch [7][5050/7330] lr: 3.778e-07, eta: 1 day, 21:01:15, time: 0.741, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0389, loss_cls: 0.1965, acc: 92.9900, loss_bbox: 0.2416, loss_mask: 0.2379, loss: 0.7492 +2022-09-21 09:31:22,074 - mmdet - INFO - Epoch [7][5100/7330] lr: 3.778e-07, eta: 1 day, 21:00:35, time: 0.742, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0366, loss_cls: 0.1894, acc: 93.3064, loss_bbox: 0.2325, loss_mask: 0.2392, loss: 0.7259 +2022-09-21 09:31:58,313 - mmdet - INFO - Epoch [7][5150/7330] lr: 3.778e-07, eta: 1 day, 20:59:51, time: 0.725, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0369, loss_cls: 0.1920, acc: 93.1670, loss_bbox: 0.2387, loss_mask: 0.2397, loss: 0.7385 +2022-09-21 09:32:36,484 - mmdet - INFO - Epoch [7][5200/7330] lr: 3.778e-07, eta: 1 day, 20:59:15, time: 0.763, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0365, loss_cls: 0.1867, acc: 93.3142, loss_bbox: 0.2361, loss_mask: 0.2353, loss: 0.7246 +2022-09-21 09:33:13,634 - mmdet - INFO - Epoch [7][5250/7330] lr: 3.778e-07, eta: 1 day, 20:58:35, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0367, loss_cls: 0.1880, acc: 93.4258, loss_bbox: 0.2319, loss_mask: 0.2382, loss: 0.7257 +2022-09-21 09:33:49,914 - mmdet - INFO - Epoch [7][5300/7330] lr: 3.778e-07, eta: 1 day, 20:57:51, time: 0.726, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0358, loss_cls: 0.1908, acc: 93.2524, loss_bbox: 0.2352, loss_mask: 0.2335, loss: 0.7240 +2022-09-21 09:34:26,700 - mmdet - INFO - Epoch [7][5350/7330] lr: 3.778e-07, eta: 1 day, 20:57:09, time: 0.736, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0362, loss_cls: 0.1946, acc: 93.0005, loss_bbox: 0.2416, loss_mask: 0.2370, loss: 0.7388 +2022-09-21 09:35:03,665 - mmdet - INFO - Epoch [7][5400/7330] lr: 3.778e-07, eta: 1 day, 20:56:28, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0366, loss_cls: 0.1948, acc: 93.0898, loss_bbox: 0.2348, loss_mask: 0.2383, loss: 0.7357 +2022-09-21 09:35:40,214 - mmdet - INFO - Epoch [7][5450/7330] lr: 3.778e-07, eta: 1 day, 20:55:45, time: 0.731, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0348, loss_cls: 0.1783, acc: 93.6592, loss_bbox: 0.2206, loss_mask: 0.2312, loss: 0.6906 +2022-09-21 09:36:18,131 - mmdet - INFO - Epoch [7][5500/7330] lr: 3.778e-07, eta: 1 day, 20:55:08, time: 0.759, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0375, loss_cls: 0.1998, acc: 92.9392, loss_bbox: 0.2431, loss_mask: 0.2389, loss: 0.7498 +2022-09-21 09:36:55,378 - mmdet - INFO - Epoch [7][5550/7330] lr: 3.778e-07, eta: 1 day, 20:54:29, time: 0.745, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0357, loss_cls: 0.1828, acc: 93.5322, loss_bbox: 0.2296, loss_mask: 0.2381, loss: 0.7172 +2022-09-21 09:37:32,649 - mmdet - INFO - Epoch [7][5600/7330] lr: 3.778e-07, eta: 1 day, 20:53:49, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0373, loss_cls: 0.1874, acc: 93.3079, loss_bbox: 0.2283, loss_mask: 0.2388, loss: 0.7223 +2022-09-21 09:38:10,652 - mmdet - INFO - Epoch [7][5650/7330] lr: 3.778e-07, eta: 1 day, 20:53:13, time: 0.760, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0360, loss_cls: 0.1870, acc: 93.3398, loss_bbox: 0.2320, loss_mask: 0.2362, loss: 0.7192 +2022-09-21 09:38:48,235 - mmdet - INFO - Epoch [7][5700/7330] lr: 3.778e-07, eta: 1 day, 20:52:34, time: 0.752, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0392, loss_cls: 0.1919, acc: 93.1855, loss_bbox: 0.2420, loss_mask: 0.2387, loss: 0.7422 +2022-09-21 09:39:25,564 - mmdet - INFO - Epoch [7][5750/7330] lr: 3.778e-07, eta: 1 day, 20:51:55, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0369, loss_cls: 0.1882, acc: 93.3088, loss_bbox: 0.2317, loss_mask: 0.2369, loss: 0.7240 +2022-09-21 09:40:02,907 - mmdet - INFO - Epoch [7][5800/7330] lr: 3.778e-07, eta: 1 day, 20:51:16, time: 0.747, data_time: 0.024, memory: 54023, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0374, loss_cls: 0.1876, acc: 93.2788, loss_bbox: 0.2386, loss_mask: 0.2377, loss: 0.7291 +2022-09-21 09:40:40,531 - mmdet - INFO - Epoch [7][5850/7330] lr: 3.778e-07, eta: 1 day, 20:50:38, time: 0.753, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0379, loss_cls: 0.1955, acc: 93.0825, loss_bbox: 0.2382, loss_mask: 0.2356, loss: 0.7391 +2022-09-21 09:41:17,651 - mmdet - INFO - Epoch [7][5900/7330] lr: 3.778e-07, eta: 1 day, 20:49:57, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0349, loss_cls: 0.1809, acc: 93.5750, loss_bbox: 0.2270, loss_mask: 0.2324, loss: 0.7021 +2022-09-21 09:41:55,220 - mmdet - INFO - Epoch [7][5950/7330] lr: 3.778e-07, eta: 1 day, 20:49:19, time: 0.751, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0381, loss_cls: 0.1966, acc: 93.0891, loss_bbox: 0.2389, loss_mask: 0.2468, loss: 0.7494 +2022-09-21 09:42:32,661 - mmdet - INFO - Epoch [7][6000/7330] lr: 3.778e-07, eta: 1 day, 20:48:40, time: 0.749, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0341, loss_cls: 0.1895, acc: 93.4778, loss_bbox: 0.2294, loss_mask: 0.2345, loss: 0.7168 +2022-09-21 09:43:09,980 - mmdet - INFO - Epoch [7][6050/7330] lr: 3.778e-07, eta: 1 day, 20:48:01, time: 0.746, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0362, loss_cls: 0.1863, acc: 93.4084, loss_bbox: 0.2335, loss_mask: 0.2382, loss: 0.7240 +2022-09-21 09:43:46,528 - mmdet - INFO - Epoch [7][6100/7330] lr: 3.778e-07, eta: 1 day, 20:47:18, time: 0.732, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0362, loss_cls: 0.1844, acc: 93.3701, loss_bbox: 0.2317, loss_mask: 0.2309, loss: 0.7129 +2022-09-21 09:44:23,393 - mmdet - INFO - Epoch [7][6150/7330] lr: 3.778e-07, eta: 1 day, 20:46:37, time: 0.736, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0378, loss_cls: 0.1959, acc: 93.1628, loss_bbox: 0.2352, loss_mask: 0.2371, loss: 0.7368 +2022-09-21 09:45:00,876 - mmdet - INFO - Epoch [7][6200/7330] lr: 3.778e-07, eta: 1 day, 20:45:58, time: 0.751, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0351, loss_cls: 0.1925, acc: 93.1001, loss_bbox: 0.2402, loss_mask: 0.2359, loss: 0.7324 +2022-09-21 09:45:38,587 - mmdet - INFO - Epoch [7][6250/7330] lr: 3.778e-07, eta: 1 day, 20:45:20, time: 0.754, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0374, loss_cls: 0.1936, acc: 93.1802, loss_bbox: 0.2322, loss_mask: 0.2353, loss: 0.7295 +2022-09-21 09:46:15,232 - mmdet - INFO - Epoch [7][6300/7330] lr: 3.778e-07, eta: 1 day, 20:44:38, time: 0.734, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0363, loss_cls: 0.1948, acc: 93.1606, loss_bbox: 0.2365, loss_mask: 0.2390, loss: 0.7347 +2022-09-21 09:46:52,067 - mmdet - INFO - Epoch [7][6350/7330] lr: 3.778e-07, eta: 1 day, 20:43:57, time: 0.737, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0356, loss_cls: 0.1873, acc: 93.3950, loss_bbox: 0.2311, loss_mask: 0.2384, loss: 0.7229 +2022-09-21 09:47:28,676 - mmdet - INFO - Epoch [7][6400/7330] lr: 3.778e-07, eta: 1 day, 20:43:15, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0367, loss_cls: 0.1905, acc: 93.1694, loss_bbox: 0.2374, loss_mask: 0.2369, loss: 0.7324 +2022-09-21 09:48:05,254 - mmdet - INFO - Epoch [7][6450/7330] lr: 3.778e-07, eta: 1 day, 20:42:32, time: 0.732, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0359, loss_cls: 0.1886, acc: 93.3469, loss_bbox: 0.2367, loss_mask: 0.2404, loss: 0.7307 +2022-09-21 09:48:42,449 - mmdet - INFO - Epoch [7][6500/7330] lr: 3.778e-07, eta: 1 day, 20:41:52, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0365, loss_cls: 0.1892, acc: 93.2913, loss_bbox: 0.2355, loss_mask: 0.2368, loss: 0.7278 +2022-09-21 09:49:19,716 - mmdet - INFO - Epoch [7][6550/7330] lr: 3.778e-07, eta: 1 day, 20:41:13, time: 0.745, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0402, loss_cls: 0.1996, acc: 92.8979, loss_bbox: 0.2474, loss_mask: 0.2468, loss: 0.7665 +2022-09-21 09:49:56,437 - mmdet - INFO - Epoch [7][6600/7330] lr: 3.778e-07, eta: 1 day, 20:40:31, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0349, loss_cls: 0.1873, acc: 93.4082, loss_bbox: 0.2296, loss_mask: 0.2320, loss: 0.7114 +2022-09-21 09:50:34,246 - mmdet - INFO - Epoch [7][6650/7330] lr: 3.778e-07, eta: 1 day, 20:39:54, time: 0.756, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0374, loss_cls: 0.1917, acc: 93.1768, loss_bbox: 0.2375, loss_mask: 0.2408, loss: 0.7376 +2022-09-21 09:51:10,949 - mmdet - INFO - Epoch [7][6700/7330] lr: 3.778e-07, eta: 1 day, 20:39:12, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0351, loss_cls: 0.1887, acc: 93.4490, loss_bbox: 0.2318, loss_mask: 0.2323, loss: 0.7163 +2022-09-21 09:51:48,845 - mmdet - INFO - Epoch [7][6750/7330] lr: 3.778e-07, eta: 1 day, 20:38:35, time: 0.758, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0361, loss_cls: 0.1895, acc: 93.1304, loss_bbox: 0.2374, loss_mask: 0.2418, loss: 0.7365 +2022-09-21 09:52:25,579 - mmdet - INFO - Epoch [7][6800/7330] lr: 3.778e-07, eta: 1 day, 20:37:53, time: 0.735, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0357, loss_cls: 0.1840, acc: 93.4971, loss_bbox: 0.2272, loss_mask: 0.2328, loss: 0.7101 +2022-09-21 09:53:03,007 - mmdet - INFO - Epoch [7][6850/7330] lr: 3.778e-07, eta: 1 day, 20:37:14, time: 0.749, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0374, loss_cls: 0.1979, acc: 93.0168, loss_bbox: 0.2374, loss_mask: 0.2365, loss: 0.7389 +2022-09-21 09:53:39,847 - mmdet - INFO - Epoch [7][6900/7330] lr: 3.778e-07, eta: 1 day, 20:36:33, time: 0.737, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0367, loss_cls: 0.1923, acc: 93.3640, loss_bbox: 0.2324, loss_mask: 0.2414, loss: 0.7330 +2022-09-21 09:54:16,727 - mmdet - INFO - Epoch [7][6950/7330] lr: 3.778e-07, eta: 1 day, 20:35:52, time: 0.738, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0340, loss_cls: 0.1803, acc: 93.6863, loss_bbox: 0.2223, loss_mask: 0.2318, loss: 0.6969 +2022-09-21 09:54:54,284 - mmdet - INFO - Epoch [7][7000/7330] lr: 3.778e-07, eta: 1 day, 20:35:14, time: 0.751, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0365, loss_cls: 0.1904, acc: 93.3096, loss_bbox: 0.2361, loss_mask: 0.2416, loss: 0.7349 +2022-09-21 09:55:30,973 - mmdet - INFO - Epoch [7][7050/7330] lr: 3.778e-07, eta: 1 day, 20:34:32, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0347, loss_cls: 0.1870, acc: 93.5569, loss_bbox: 0.2252, loss_mask: 0.2369, loss: 0.7136 +2022-09-21 09:56:07,877 - mmdet - INFO - Epoch [7][7100/7330] lr: 3.778e-07, eta: 1 day, 20:33:51, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0368, loss_cls: 0.1874, acc: 93.3503, loss_bbox: 0.2381, loss_mask: 0.2470, loss: 0.7399 +2022-09-21 09:56:44,967 - mmdet - INFO - Epoch [7][7150/7330] lr: 3.778e-07, eta: 1 day, 20:33:10, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0354, loss_cls: 0.1838, acc: 93.5688, loss_bbox: 0.2229, loss_mask: 0.2264, loss: 0.6963 +2022-09-21 09:57:22,016 - mmdet - INFO - Epoch [7][7200/7330] lr: 3.778e-07, eta: 1 day, 20:32:30, time: 0.741, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0368, loss_cls: 0.1820, acc: 93.5142, loss_bbox: 0.2267, loss_mask: 0.2383, loss: 0.7127 +2022-09-21 09:57:59,665 - mmdet - INFO - Epoch [7][7250/7330] lr: 3.778e-07, eta: 1 day, 20:31:52, time: 0.753, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0360, loss_cls: 0.1898, acc: 93.3220, loss_bbox: 0.2328, loss_mask: 0.2357, loss: 0.7231 +2022-09-21 09:58:36,216 - mmdet - INFO - Epoch [7][7300/7330] lr: 3.778e-07, eta: 1 day, 20:31:10, time: 0.731, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0354, loss_cls: 0.1948, acc: 93.2920, loss_bbox: 0.2333, loss_mask: 0.2444, loss: 0.7392 +2022-09-21 09:59:07,619 - mmdet - INFO - Saving checkpoint at 7 epochs +2022-09-21 10:01:26,374 - mmdet - INFO - Evaluating bbox... +2022-09-21 10:01:59,582 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.459 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.699 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.506 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.301 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.503 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.602 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.589 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.589 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.589 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.411 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.634 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.740 + +2022-09-21 10:01:59,583 - mmdet - INFO - Evaluating segm... +2022-09-21 10:02:35,898 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.416 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.666 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.442 + 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 ] = 0.455 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.619 + 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 ] = 0.349 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.587 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.708 + +2022-09-21 10:02:36,586 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 10:02:36,587 - mmdet - INFO - Epoch(val) [7][625] bbox_mAP: 0.4590, bbox_mAP_50: 0.6990, bbox_mAP_75: 0.5060, bbox_mAP_s: 0.3010, bbox_mAP_m: 0.5030, bbox_mAP_l: 0.6020, bbox_mAP_copypaste: 0.459 0.699 0.506 0.301 0.503 0.602, segm_mAP: 0.4160, segm_mAP_50: 0.6660, segm_mAP_75: 0.4420, segm_mAP_s: 0.2200, segm_mAP_m: 0.4550, segm_mAP_l: 0.6190, segm_mAP_copypaste: 0.416 0.666 0.442 0.220 0.455 0.619 +2022-09-21 10:04:54,986 - mmdet - INFO - Epoch [8][50/7330] lr: 3.778e-07, eta: 1 day, 20:35:31, time: 2.758, data_time: 2.010, memory: 54023, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0353, loss_cls: 0.1834, acc: 93.3977, loss_bbox: 0.2314, loss_mask: 0.2291, loss: 0.7067 +2022-09-21 10:05:32,586 - mmdet - INFO - Epoch [8][100/7330] lr: 3.778e-07, eta: 1 day, 20:34:52, time: 0.751, data_time: 0.025, memory: 54023, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0383, loss_cls: 0.1878, acc: 93.2893, loss_bbox: 0.2409, loss_mask: 0.2346, loss: 0.7328 +2022-09-21 10:06:09,600 - mmdet - INFO - Epoch [8][150/7330] lr: 3.778e-07, eta: 1 day, 20:34:11, time: 0.741, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0355, loss_cls: 0.1771, acc: 93.6707, loss_bbox: 0.2254, loss_mask: 0.2298, loss: 0.6975 +2022-09-21 10:06:46,586 - mmdet - INFO - Epoch [8][200/7330] lr: 3.778e-07, eta: 1 day, 20:33:30, time: 0.740, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0365, loss_cls: 0.1926, acc: 93.0933, loss_bbox: 0.2414, loss_mask: 0.2427, loss: 0.7417 +2022-09-21 10:07:23,028 - mmdet - INFO - Epoch [8][250/7330] lr: 3.778e-07, eta: 1 day, 20:32:47, time: 0.729, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0372, loss_cls: 0.1876, acc: 93.3633, loss_bbox: 0.2341, loss_mask: 0.2388, loss: 0.7269 +2022-09-21 10:07:59,792 - mmdet - INFO - Epoch [8][300/7330] lr: 3.778e-07, eta: 1 day, 20:32:05, time: 0.735, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0364, loss_cls: 0.1906, acc: 93.1599, loss_bbox: 0.2374, loss_mask: 0.2261, loss: 0.7207 +2022-09-21 10:08:37,508 - mmdet - INFO - Epoch [8][350/7330] lr: 3.778e-07, eta: 1 day, 20:31:27, time: 0.754, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0383, loss_cls: 0.1867, acc: 93.1753, loss_bbox: 0.2358, loss_mask: 0.2289, loss: 0.7201 +2022-09-21 10:09:14,658 - mmdet - INFO - Epoch [8][400/7330] lr: 3.778e-07, eta: 1 day, 20:30:47, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0349, loss_cls: 0.1816, acc: 93.4407, loss_bbox: 0.2273, loss_mask: 0.2317, loss: 0.7025 +2022-09-21 10:09:51,838 - mmdet - INFO - Epoch [8][450/7330] lr: 3.778e-07, eta: 1 day, 20:30:07, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0387, loss_cls: 0.1922, acc: 93.0171, loss_bbox: 0.2451, loss_mask: 0.2350, loss: 0.7402 +2022-09-21 10:10:29,234 - mmdet - INFO - Epoch [8][500/7330] lr: 3.778e-07, eta: 1 day, 20:29:27, time: 0.748, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0349, loss_cls: 0.1863, acc: 93.4138, loss_bbox: 0.2284, loss_mask: 0.2324, loss: 0.7105 +2022-09-21 10:11:06,837 - mmdet - INFO - Epoch [8][550/7330] lr: 3.778e-07, eta: 1 day, 20:28:49, time: 0.752, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0374, loss_cls: 0.1887, acc: 93.2954, loss_bbox: 0.2369, loss_mask: 0.2403, loss: 0.7313 +2022-09-21 10:11:43,343 - mmdet - INFO - Epoch [8][600/7330] lr: 3.778e-07, eta: 1 day, 20:28:06, time: 0.731, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0360, loss_cls: 0.1831, acc: 93.5513, loss_bbox: 0.2286, loss_mask: 0.2303, loss: 0.7075 +2022-09-21 10:12:20,084 - mmdet - INFO - Epoch [8][650/7330] lr: 3.778e-07, eta: 1 day, 20:27:24, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0373, loss_cls: 0.1960, acc: 92.9392, loss_bbox: 0.2407, loss_mask: 0.2391, loss: 0.7399 +2022-09-21 10:12:57,442 - mmdet - INFO - Epoch [8][700/7330] lr: 3.778e-07, eta: 1 day, 20:26:45, time: 0.747, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0383, loss_cls: 0.1977, acc: 92.9001, loss_bbox: 0.2458, loss_mask: 0.2479, loss: 0.7612 +2022-09-21 10:13:34,647 - mmdet - INFO - Epoch [8][750/7330] lr: 3.778e-07, eta: 1 day, 20:26:05, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0384, loss_cls: 0.1934, acc: 93.0750, loss_bbox: 0.2408, loss_mask: 0.2401, loss: 0.7427 +2022-09-21 10:14:11,850 - mmdet - INFO - Epoch [8][800/7330] lr: 3.778e-07, eta: 1 day, 20:25:25, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0353, loss_cls: 0.1858, acc: 93.3584, loss_bbox: 0.2277, loss_mask: 0.2321, loss: 0.7090 +2022-09-21 10:14:49,257 - mmdet - INFO - Epoch [8][850/7330] lr: 3.778e-07, eta: 1 day, 20:24:46, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0384, loss_cls: 0.1893, acc: 93.2175, loss_bbox: 0.2392, loss_mask: 0.2432, loss: 0.7424 +2022-09-21 10:15:26,533 - mmdet - INFO - Epoch [8][900/7330] lr: 3.778e-07, eta: 1 day, 20:24:06, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0352, loss_cls: 0.1856, acc: 93.3633, loss_bbox: 0.2322, loss_mask: 0.2334, loss: 0.7153 +2022-09-21 10:16:03,673 - mmdet - INFO - Epoch [8][950/7330] lr: 3.778e-07, eta: 1 day, 20:23:26, time: 0.743, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0351, loss_cls: 0.1815, acc: 93.5063, loss_bbox: 0.2306, loss_mask: 0.2338, loss: 0.7091 +2022-09-21 10:16:40,732 - mmdet - INFO - Epoch [8][1000/7330] lr: 3.778e-07, eta: 1 day, 20:22:45, time: 0.740, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0355, loss_cls: 0.1857, acc: 93.3711, loss_bbox: 0.2320, loss_mask: 0.2383, loss: 0.7185 +2022-09-21 10:17:18,327 - mmdet - INFO - Epoch [8][1050/7330] lr: 3.778e-07, eta: 1 day, 20:22:06, time: 0.752, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0348, loss_cls: 0.1843, acc: 93.4380, loss_bbox: 0.2317, loss_mask: 0.2355, loss: 0.7143 +2022-09-21 10:17:55,774 - mmdet - INFO - Epoch [8][1100/7330] lr: 3.778e-07, eta: 1 day, 20:21:28, time: 0.750, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0357, loss_cls: 0.1880, acc: 93.3027, loss_bbox: 0.2291, loss_mask: 0.2368, loss: 0.7187 +2022-09-21 10:18:33,281 - mmdet - INFO - Epoch [8][1150/7330] lr: 3.778e-07, eta: 1 day, 20:20:49, time: 0.750, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0379, loss_cls: 0.1888, acc: 93.1931, loss_bbox: 0.2422, loss_mask: 0.2358, loss: 0.7368 +2022-09-21 10:19:10,397 - mmdet - INFO - Epoch [8][1200/7330] lr: 3.778e-07, eta: 1 day, 20:20:08, time: 0.743, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0368, loss_cls: 0.1855, acc: 93.3962, loss_bbox: 0.2311, loss_mask: 0.2327, loss: 0.7161 +2022-09-21 10:19:47,760 - mmdet - INFO - Epoch [8][1250/7330] lr: 3.778e-07, eta: 1 day, 20:19:29, time: 0.747, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0368, loss_cls: 0.1795, acc: 93.5461, loss_bbox: 0.2293, loss_mask: 0.2321, loss: 0.7059 +2022-09-21 10:20:24,952 - mmdet - INFO - Epoch [8][1300/7330] lr: 3.778e-07, eta: 1 day, 20:18:49, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0398, loss_cls: 0.1865, acc: 93.2898, loss_bbox: 0.2364, loss_mask: 0.2377, loss: 0.7329 +2022-09-21 10:21:02,038 - mmdet - INFO - Epoch [8][1350/7330] lr: 3.778e-07, eta: 1 day, 20:18:09, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0364, loss_cls: 0.1844, acc: 93.4226, loss_bbox: 0.2289, loss_mask: 0.2362, loss: 0.7156 +2022-09-21 10:21:40,338 - mmdet - INFO - Epoch [8][1400/7330] lr: 3.778e-07, eta: 1 day, 20:17:33, time: 0.766, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0377, loss_cls: 0.1927, acc: 93.2009, loss_bbox: 0.2387, loss_mask: 0.2392, loss: 0.7410 +2022-09-21 10:22:17,643 - mmdet - INFO - Epoch [8][1450/7330] lr: 3.778e-07, eta: 1 day, 20:16:54, time: 0.746, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0383, loss_cls: 0.1839, acc: 93.4976, loss_bbox: 0.2330, loss_mask: 0.2390, loss: 0.7261 +2022-09-21 10:22:55,230 - mmdet - INFO - Epoch [8][1500/7330] lr: 3.778e-07, eta: 1 day, 20:16:15, time: 0.749, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0343, loss_cls: 0.1742, acc: 93.7231, loss_bbox: 0.2256, loss_mask: 0.2380, loss: 0.6987 +2022-09-21 10:23:32,963 - mmdet - INFO - Epoch [8][1550/7330] lr: 3.778e-07, eta: 1 day, 20:15:37, time: 0.757, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0357, loss_cls: 0.1789, acc: 93.6218, loss_bbox: 0.2267, loss_mask: 0.2317, loss: 0.7014 +2022-09-21 10:24:10,110 - mmdet - INFO - Epoch [8][1600/7330] lr: 3.778e-07, eta: 1 day, 20:14:57, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0362, loss_cls: 0.1824, acc: 93.4690, loss_bbox: 0.2302, loss_mask: 0.2359, loss: 0.7111 +2022-09-21 10:24:47,743 - mmdet - INFO - Epoch [8][1650/7330] lr: 3.778e-07, eta: 1 day, 20:14:19, time: 0.753, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0366, loss_cls: 0.1903, acc: 93.2256, loss_bbox: 0.2339, loss_mask: 0.2346, loss: 0.7253 +2022-09-21 10:25:24,997 - mmdet - INFO - Epoch [8][1700/7330] lr: 3.778e-07, eta: 1 day, 20:13:39, time: 0.745, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0360, loss_cls: 0.1753, acc: 93.8186, loss_bbox: 0.2198, loss_mask: 0.2307, loss: 0.6935 +2022-09-21 10:26:01,542 - mmdet - INFO - Epoch [8][1750/7330] lr: 3.778e-07, eta: 1 day, 20:12:57, time: 0.731, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0346, loss_cls: 0.1801, acc: 93.4810, loss_bbox: 0.2274, loss_mask: 0.2361, loss: 0.7052 +2022-09-21 10:26:38,751 - mmdet - INFO - Epoch [8][1800/7330] lr: 3.778e-07, eta: 1 day, 20:12:17, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0377, loss_cls: 0.1893, acc: 93.1816, loss_bbox: 0.2366, loss_mask: 0.2374, loss: 0.7294 +2022-09-21 10:27:15,466 - mmdet - INFO - Epoch [8][1850/7330] lr: 3.778e-07, eta: 1 day, 20:11:35, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0349, loss_cls: 0.1802, acc: 93.7144, loss_bbox: 0.2230, loss_mask: 0.2326, loss: 0.6967 +2022-09-21 10:27:52,003 - mmdet - INFO - Epoch [8][1900/7330] lr: 3.778e-07, eta: 1 day, 20:10:52, time: 0.731, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0356, loss_cls: 0.1855, acc: 93.4033, loss_bbox: 0.2306, loss_mask: 0.2304, loss: 0.7120 +2022-09-21 10:28:29,289 - mmdet - INFO - Epoch [8][1950/7330] lr: 3.778e-07, eta: 1 day, 20:10:13, time: 0.746, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0338, loss_cls: 0.1761, acc: 93.7620, loss_bbox: 0.2195, loss_mask: 0.2288, loss: 0.6847 +2022-09-21 10:29:06,169 - mmdet - INFO - Epoch [8][2000/7330] lr: 3.778e-07, eta: 1 day, 20:09:32, time: 0.738, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0351, loss_cls: 0.1902, acc: 93.2827, loss_bbox: 0.2320, loss_mask: 0.2345, loss: 0.7207 +2022-09-21 10:29:43,878 - mmdet - INFO - Epoch [8][2050/7330] lr: 3.778e-07, eta: 1 day, 20:08:54, time: 0.754, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0372, loss_cls: 0.1894, acc: 93.2354, loss_bbox: 0.2327, loss_mask: 0.2314, loss: 0.7229 +2022-09-21 10:30:20,905 - mmdet - INFO - Epoch [8][2100/7330] lr: 3.778e-07, eta: 1 day, 20:08:13, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0367, loss_cls: 0.1900, acc: 93.3369, loss_bbox: 0.2387, loss_mask: 0.2356, loss: 0.7308 +2022-09-21 10:30:58,057 - mmdet - INFO - Epoch [8][2150/7330] lr: 3.778e-07, eta: 1 day, 20:07:33, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0376, loss_cls: 0.1881, acc: 93.3843, loss_bbox: 0.2335, loss_mask: 0.2412, loss: 0.7299 +2022-09-21 10:31:35,283 - mmdet - INFO - Epoch [8][2200/7330] lr: 3.778e-07, eta: 1 day, 20:06:53, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0362, loss_cls: 0.1806, acc: 93.5339, loss_bbox: 0.2287, loss_mask: 0.2362, loss: 0.7110 +2022-09-21 10:32:12,226 - mmdet - INFO - Epoch [8][2250/7330] lr: 3.778e-07, eta: 1 day, 20:06:12, time: 0.739, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0356, loss_cls: 0.1776, acc: 93.6155, loss_bbox: 0.2268, loss_mask: 0.2320, loss: 0.7017 +2022-09-21 10:32:49,021 - mmdet - INFO - Epoch [8][2300/7330] lr: 3.778e-07, eta: 1 day, 20:05:31, time: 0.736, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0390, loss_cls: 0.1928, acc: 93.1582, loss_bbox: 0.2383, loss_mask: 0.2379, loss: 0.7385 +2022-09-21 10:33:26,499 - mmdet - INFO - Epoch [8][2350/7330] lr: 3.778e-07, eta: 1 day, 20:04:52, time: 0.748, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0393, loss_cls: 0.1937, acc: 93.0803, loss_bbox: 0.2388, loss_mask: 0.2408, loss: 0.7441 +2022-09-21 10:34:03,596 - mmdet - INFO - Epoch [8][2400/7330] lr: 3.778e-07, eta: 1 day, 20:04:12, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0357, loss_cls: 0.1884, acc: 93.2305, loss_bbox: 0.2329, loss_mask: 0.2332, loss: 0.7206 +2022-09-21 10:34:40,486 - mmdet - INFO - Epoch [8][2450/7330] lr: 3.778e-07, eta: 1 day, 20:03:31, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0356, loss_cls: 0.1832, acc: 93.4963, loss_bbox: 0.2296, loss_mask: 0.2357, loss: 0.7129 +2022-09-21 10:35:18,062 - mmdet - INFO - Epoch [8][2500/7330] lr: 3.778e-07, eta: 1 day, 20:02:52, time: 0.751, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0378, loss_cls: 0.1860, acc: 93.3625, loss_bbox: 0.2407, loss_mask: 0.2329, loss: 0.7273 +2022-09-21 10:35:54,847 - mmdet - INFO - Epoch [8][2550/7330] lr: 3.778e-07, eta: 1 day, 20:02:11, time: 0.736, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0357, loss_cls: 0.1908, acc: 93.2170, loss_bbox: 0.2426, loss_mask: 0.2425, loss: 0.7400 +2022-09-21 10:36:31,740 - mmdet - INFO - Epoch [8][2600/7330] lr: 3.778e-07, eta: 1 day, 20:01:30, time: 0.738, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0398, loss_cls: 0.1932, acc: 93.1353, loss_bbox: 0.2348, loss_mask: 0.2364, loss: 0.7360 +2022-09-21 10:37:08,499 - mmdet - INFO - Epoch [8][2650/7330] lr: 3.778e-07, eta: 1 day, 20:00:48, time: 0.735, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0344, loss_cls: 0.1790, acc: 93.5588, loss_bbox: 0.2268, loss_mask: 0.2279, loss: 0.6948 +2022-09-21 10:37:45,131 - mmdet - INFO - Epoch [8][2700/7330] lr: 3.778e-07, eta: 1 day, 20:00:06, time: 0.733, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0377, loss_cls: 0.1831, acc: 93.4902, loss_bbox: 0.2287, loss_mask: 0.2334, loss: 0.7105 +2022-09-21 10:38:21,328 - mmdet - INFO - Epoch [8][2750/7330] lr: 3.778e-07, eta: 1 day, 19:59:22, time: 0.724, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0353, loss_cls: 0.1815, acc: 93.5330, loss_bbox: 0.2281, loss_mask: 0.2398, loss: 0.7150 +2022-09-21 10:38:58,278 - mmdet - INFO - Epoch [8][2800/7330] lr: 3.778e-07, eta: 1 day, 19:58:42, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0376, loss_cls: 0.1930, acc: 93.1917, loss_bbox: 0.2382, loss_mask: 0.2401, loss: 0.7400 +2022-09-21 10:39:35,096 - mmdet - INFO - Epoch [8][2850/7330] lr: 3.778e-07, eta: 1 day, 19:58:00, time: 0.736, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0370, loss_cls: 0.1806, acc: 93.5684, loss_bbox: 0.2291, loss_mask: 0.2296, loss: 0.7045 +2022-09-21 10:40:12,690 - mmdet - INFO - Epoch [8][2900/7330] lr: 3.778e-07, eta: 1 day, 19:57:22, time: 0.752, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0385, loss_cls: 0.1918, acc: 93.2678, loss_bbox: 0.2374, loss_mask: 0.2448, loss: 0.7410 +2022-09-21 10:40:50,240 - mmdet - INFO - Epoch [8][2950/7330] lr: 3.778e-07, eta: 1 day, 19:56:44, time: 0.751, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0335, loss_cls: 0.1842, acc: 93.4312, loss_bbox: 0.2259, loss_mask: 0.2353, loss: 0.7062 +2022-09-21 10:41:27,178 - mmdet - INFO - Epoch [8][3000/7330] lr: 3.778e-07, eta: 1 day, 19:56:03, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0343, loss_cls: 0.1850, acc: 93.4434, loss_bbox: 0.2325, loss_mask: 0.2367, loss: 0.7177 +2022-09-21 10:42:04,159 - mmdet - INFO - Epoch [8][3050/7330] lr: 3.778e-07, eta: 1 day, 19:55:22, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0360, loss_cls: 0.1859, acc: 93.5027, loss_bbox: 0.2287, loss_mask: 0.2325, loss: 0.7116 +2022-09-21 10:42:42,037 - mmdet - INFO - Epoch [8][3100/7330] lr: 3.778e-07, eta: 1 day, 19:54:45, time: 0.757, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0382, loss_cls: 0.1836, acc: 93.3916, loss_bbox: 0.2324, loss_mask: 0.2393, loss: 0.7240 +2022-09-21 10:43:19,326 - mmdet - INFO - Epoch [8][3150/7330] lr: 3.778e-07, eta: 1 day, 19:54:05, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0323, loss_cls: 0.1752, acc: 93.8088, loss_bbox: 0.2205, loss_mask: 0.2286, loss: 0.6827 +2022-09-21 10:43:55,856 - mmdet - INFO - Epoch [8][3200/7330] lr: 3.778e-07, eta: 1 day, 19:53:23, time: 0.731, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0355, loss_cls: 0.1840, acc: 93.3972, loss_bbox: 0.2309, loss_mask: 0.2308, loss: 0.7099 +2022-09-21 10:44:32,630 - mmdet - INFO - Epoch [8][3250/7330] lr: 3.778e-07, eta: 1 day, 19:52:42, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0361, loss_cls: 0.1756, acc: 93.7251, loss_bbox: 0.2225, loss_mask: 0.2300, loss: 0.6922 +2022-09-21 10:45:09,113 - mmdet - INFO - Epoch [8][3300/7330] lr: 3.778e-07, eta: 1 day, 19:51:59, time: 0.730, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0372, loss_cls: 0.1954, acc: 92.9373, loss_bbox: 0.2468, loss_mask: 0.2340, loss: 0.7423 +2022-09-21 10:45:46,200 - mmdet - INFO - Epoch [8][3350/7330] lr: 3.778e-07, eta: 1 day, 19:51:19, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0376, loss_cls: 0.1858, acc: 93.2700, loss_bbox: 0.2346, loss_mask: 0.2317, loss: 0.7198 +2022-09-21 10:46:23,093 - mmdet - INFO - Epoch [8][3400/7330] lr: 3.778e-07, eta: 1 day, 19:50:38, time: 0.738, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0361, loss_cls: 0.1828, acc: 93.4089, loss_bbox: 0.2304, loss_mask: 0.2355, loss: 0.7125 +2022-09-21 10:47:00,170 - mmdet - INFO - Epoch [8][3450/7330] lr: 3.778e-07, eta: 1 day, 19:49:58, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0363, loss_cls: 0.1890, acc: 93.1924, loss_bbox: 0.2407, loss_mask: 0.2378, loss: 0.7326 +2022-09-21 10:47:37,517 - mmdet - INFO - Epoch [8][3500/7330] lr: 3.778e-07, eta: 1 day, 19:49:19, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0375, loss_cls: 0.1785, acc: 93.5210, loss_bbox: 0.2250, loss_mask: 0.2339, loss: 0.7077 +2022-09-21 10:48:14,814 - mmdet - INFO - Epoch [8][3550/7330] lr: 3.778e-07, eta: 1 day, 19:48:39, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0352, loss_cls: 0.1843, acc: 93.4854, loss_bbox: 0.2253, loss_mask: 0.2368, loss: 0.7127 +2022-09-21 10:48:51,338 - mmdet - INFO - Epoch [8][3600/7330] lr: 3.778e-07, eta: 1 day, 19:47:57, time: 0.730, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0395, loss_cls: 0.1839, acc: 93.3877, loss_bbox: 0.2351, loss_mask: 0.2369, loss: 0.7271 +2022-09-21 10:49:28,686 - mmdet - INFO - Epoch [8][3650/7330] lr: 3.778e-07, eta: 1 day, 19:47:18, time: 0.747, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0372, loss_cls: 0.1797, acc: 93.4924, loss_bbox: 0.2284, loss_mask: 0.2348, loss: 0.7093 +2022-09-21 10:50:05,548 - mmdet - INFO - Epoch [8][3700/7330] lr: 3.778e-07, eta: 1 day, 19:46:37, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0347, loss_cls: 0.1876, acc: 93.3560, loss_bbox: 0.2316, loss_mask: 0.2344, loss: 0.7163 +2022-09-21 10:50:42,129 - mmdet - INFO - Epoch [8][3750/7330] lr: 3.778e-07, eta: 1 day, 19:45:55, time: 0.732, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0352, loss_cls: 0.1836, acc: 93.5022, loss_bbox: 0.2286, loss_mask: 0.2352, loss: 0.7129 +2022-09-21 10:51:19,000 - mmdet - INFO - Epoch [8][3800/7330] lr: 3.778e-07, eta: 1 day, 19:45:14, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0369, loss_cls: 0.1924, acc: 93.3220, loss_bbox: 0.2338, loss_mask: 0.2384, loss: 0.7305 +2022-09-21 10:51:55,862 - mmdet - INFO - Epoch [8][3850/7330] lr: 3.778e-07, eta: 1 day, 19:44:33, time: 0.736, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0320, loss_cls: 0.1825, acc: 93.5537, loss_bbox: 0.2241, loss_mask: 0.2303, loss: 0.6955 +2022-09-21 10:52:32,499 - mmdet - INFO - Epoch [8][3900/7330] lr: 3.778e-07, eta: 1 day, 19:43:51, time: 0.734, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0383, loss_cls: 0.1882, acc: 93.3203, loss_bbox: 0.2374, loss_mask: 0.2445, loss: 0.7402 +2022-09-21 10:53:09,157 - mmdet - INFO - Epoch [8][3950/7330] lr: 3.778e-07, eta: 1 day, 19:43:09, time: 0.733, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0360, loss_cls: 0.1819, acc: 93.4717, loss_bbox: 0.2300, loss_mask: 0.2325, loss: 0.7102 +2022-09-21 10:53:45,331 - mmdet - INFO - Epoch [8][4000/7330] lr: 3.778e-07, eta: 1 day, 19:42:26, time: 0.723, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0342, loss_cls: 0.1883, acc: 93.3528, loss_bbox: 0.2339, loss_mask: 0.2324, loss: 0.7168 +2022-09-21 10:54:22,610 - mmdet - INFO - Epoch [8][4050/7330] lr: 3.778e-07, eta: 1 day, 19:41:46, time: 0.746, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0376, loss_cls: 0.1924, acc: 93.0322, loss_bbox: 0.2375, loss_mask: 0.2319, loss: 0.7279 +2022-09-21 10:54:59,809 - mmdet - INFO - Epoch [8][4100/7330] lr: 3.778e-07, eta: 1 day, 19:41:06, time: 0.744, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0359, loss_cls: 0.1843, acc: 93.3987, loss_bbox: 0.2367, loss_mask: 0.2340, loss: 0.7170 +2022-09-21 10:55:36,408 - mmdet - INFO - Epoch [8][4150/7330] lr: 3.778e-07, eta: 1 day, 19:40:25, time: 0.732, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0345, loss_cls: 0.1838, acc: 93.4739, loss_bbox: 0.2276, loss_mask: 0.2351, loss: 0.7093 +2022-09-21 10:56:14,192 - mmdet - INFO - Epoch [8][4200/7330] lr: 3.778e-07, eta: 1 day, 19:39:47, time: 0.755, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0356, loss_cls: 0.1834, acc: 93.5261, loss_bbox: 0.2279, loss_mask: 0.2318, loss: 0.7070 +2022-09-21 10:56:51,086 - mmdet - INFO - Epoch [8][4250/7330] lr: 3.778e-07, eta: 1 day, 19:39:06, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0370, loss_cls: 0.1884, acc: 93.2581, loss_bbox: 0.2365, loss_mask: 0.2388, loss: 0.7319 +2022-09-21 10:57:27,883 - mmdet - INFO - Epoch [8][4300/7330] lr: 3.778e-07, eta: 1 day, 19:38:25, time: 0.736, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0331, loss_cls: 0.1785, acc: 93.6968, loss_bbox: 0.2217, loss_mask: 0.2276, loss: 0.6874 +2022-09-21 10:58:05,725 - mmdet - INFO - Epoch [8][4350/7330] lr: 3.778e-07, eta: 1 day, 19:37:48, time: 0.757, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0363, loss_cls: 0.1848, acc: 93.4321, loss_bbox: 0.2364, loss_mask: 0.2360, loss: 0.7207 +2022-09-21 10:58:43,164 - mmdet - INFO - Epoch [8][4400/7330] lr: 3.778e-07, eta: 1 day, 19:37:09, time: 0.749, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0378, loss_cls: 0.1842, acc: 93.3347, loss_bbox: 0.2291, loss_mask: 0.2327, loss: 0.7137 +2022-09-21 10:59:20,128 - mmdet - INFO - Epoch [8][4450/7330] lr: 3.778e-07, eta: 1 day, 19:36:29, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0352, loss_cls: 0.1778, acc: 93.7109, loss_bbox: 0.2264, loss_mask: 0.2264, loss: 0.6917 +2022-09-21 10:59:57,050 - mmdet - INFO - Epoch [8][4500/7330] lr: 3.778e-07, eta: 1 day, 19:35:48, time: 0.739, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0355, loss_cls: 0.1808, acc: 93.5747, loss_bbox: 0.2259, loss_mask: 0.2340, loss: 0.7037 +2022-09-21 11:00:34,172 - mmdet - INFO - Epoch [8][4550/7330] lr: 3.778e-07, eta: 1 day, 19:35:08, time: 0.742, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0369, loss_cls: 0.1967, acc: 93.0496, loss_bbox: 0.2427, loss_mask: 0.2391, loss: 0.7444 +2022-09-21 11:01:10,912 - mmdet - INFO - Epoch [8][4600/7330] lr: 3.778e-07, eta: 1 day, 19:34:27, time: 0.735, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0343, loss_cls: 0.1798, acc: 93.7004, loss_bbox: 0.2220, loss_mask: 0.2297, loss: 0.6944 +2022-09-21 11:01:48,099 - mmdet - INFO - Epoch [8][4650/7330] lr: 3.778e-07, eta: 1 day, 19:33:47, time: 0.744, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0380, loss_cls: 0.1859, acc: 93.4109, loss_bbox: 0.2266, loss_mask: 0.2397, loss: 0.7216 +2022-09-21 11:02:24,756 - mmdet - INFO - Epoch [8][4700/7330] lr: 3.778e-07, eta: 1 day, 19:33:05, time: 0.733, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0366, loss_cls: 0.1898, acc: 93.3037, loss_bbox: 0.2366, loss_mask: 0.2308, loss: 0.7256 +2022-09-21 11:03:01,442 - mmdet - INFO - Epoch [8][4750/7330] lr: 3.778e-07, eta: 1 day, 19:32:24, time: 0.734, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0350, loss_cls: 0.1854, acc: 93.4548, loss_bbox: 0.2256, loss_mask: 0.2300, loss: 0.7051 +2022-09-21 11:03:38,702 - mmdet - INFO - Epoch [8][4800/7330] lr: 3.778e-07, eta: 1 day, 19:31:44, time: 0.745, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0359, loss_cls: 0.1902, acc: 93.1882, loss_bbox: 0.2382, loss_mask: 0.2379, loss: 0.7299 +2022-09-21 11:04:15,769 - mmdet - INFO - Epoch [8][4850/7330] lr: 3.778e-07, eta: 1 day, 19:31:04, time: 0.741, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0351, loss_cls: 0.1840, acc: 93.4233, loss_bbox: 0.2306, loss_mask: 0.2337, loss: 0.7114 +2022-09-21 11:04:52,597 - mmdet - INFO - Epoch [8][4900/7330] lr: 3.778e-07, eta: 1 day, 19:30:23, time: 0.737, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0361, loss_cls: 0.1872, acc: 93.2856, loss_bbox: 0.2305, loss_mask: 0.2306, loss: 0.7123 +2022-09-21 11:05:29,735 - mmdet - INFO - Epoch [8][4950/7330] lr: 3.778e-07, eta: 1 day, 19:29:44, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0368, loss_cls: 0.1911, acc: 93.1873, loss_bbox: 0.2370, loss_mask: 0.2321, loss: 0.7275 +2022-09-21 11:06:06,628 - mmdet - INFO - Epoch [8][5000/7330] lr: 3.778e-07, eta: 1 day, 19:29:03, time: 0.737, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0368, loss_cls: 0.1892, acc: 93.2561, loss_bbox: 0.2337, loss_mask: 0.2339, loss: 0.7230 +2022-09-21 11:06:44,627 - mmdet - INFO - Epoch [8][5050/7330] lr: 3.778e-07, eta: 1 day, 19:28:26, time: 0.761, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0369, loss_cls: 0.1898, acc: 93.2661, loss_bbox: 0.2357, loss_mask: 0.2359, loss: 0.7297 +2022-09-21 11:07:21,009 - mmdet - INFO - Epoch [8][5100/7330] lr: 3.778e-07, eta: 1 day, 19:27:44, time: 0.728, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0337, loss_cls: 0.1735, acc: 93.7781, loss_bbox: 0.2197, loss_mask: 0.2298, loss: 0.6829 +2022-09-21 11:07:58,487 - mmdet - INFO - Epoch [8][5150/7330] lr: 3.778e-07, eta: 1 day, 19:27:05, time: 0.750, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0344, loss_cls: 0.1852, acc: 93.4363, loss_bbox: 0.2306, loss_mask: 0.2299, loss: 0.7076 +2022-09-21 11:08:35,379 - mmdet - INFO - Epoch [8][5200/7330] lr: 3.778e-07, eta: 1 day, 19:26:24, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0374, loss_cls: 0.1908, acc: 93.1575, loss_bbox: 0.2405, loss_mask: 0.2434, loss: 0.7423 +2022-09-21 11:09:12,963 - mmdet - INFO - Epoch [8][5250/7330] lr: 3.778e-07, eta: 1 day, 19:25:46, time: 0.752, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0376, loss_cls: 0.1892, acc: 93.2966, loss_bbox: 0.2385, loss_mask: 0.2372, loss: 0.7331 +2022-09-21 11:09:49,607 - mmdet - INFO - Epoch [8][5300/7330] lr: 3.778e-07, eta: 1 day, 19:25:05, time: 0.733, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0341, loss_cls: 0.1845, acc: 93.3296, loss_bbox: 0.2247, loss_mask: 0.2315, loss: 0.7003 +2022-09-21 11:10:27,033 - mmdet - INFO - Epoch [8][5350/7330] lr: 3.778e-07, eta: 1 day, 19:24:26, time: 0.748, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0378, loss_cls: 0.1953, acc: 93.0054, loss_bbox: 0.2456, loss_mask: 0.2395, loss: 0.7490 +2022-09-21 11:11:04,425 - mmdet - INFO - Epoch [8][5400/7330] lr: 3.778e-07, eta: 1 day, 19:23:47, time: 0.748, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0358, loss_cls: 0.1896, acc: 93.2336, loss_bbox: 0.2304, loss_mask: 0.2329, loss: 0.7179 +2022-09-21 11:11:41,342 - mmdet - INFO - Epoch [8][5450/7330] lr: 3.778e-07, eta: 1 day, 19:23:06, time: 0.738, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0384, loss_cls: 0.2017, acc: 92.8975, loss_bbox: 0.2453, loss_mask: 0.2392, loss: 0.7536 +2022-09-21 11:12:18,402 - mmdet - INFO - Epoch [8][5500/7330] lr: 3.778e-07, eta: 1 day, 19:22:26, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0349, loss_cls: 0.1856, acc: 93.5176, loss_bbox: 0.2253, loss_mask: 0.2357, loss: 0.7101 +2022-09-21 11:12:55,496 - mmdet - INFO - Epoch [8][5550/7330] lr: 3.778e-07, eta: 1 day, 19:21:46, time: 0.743, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0374, loss_cls: 0.1932, acc: 93.1741, loss_bbox: 0.2364, loss_mask: 0.2378, loss: 0.7377 +2022-09-21 11:13:32,972 - mmdet - INFO - Epoch [8][5600/7330] lr: 3.778e-07, eta: 1 day, 19:21:08, time: 0.750, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0355, loss_cls: 0.1838, acc: 93.4980, loss_bbox: 0.2317, loss_mask: 0.2362, loss: 0.7154 +2022-09-21 11:14:10,485 - mmdet - INFO - Epoch [8][5650/7330] lr: 3.778e-07, eta: 1 day, 19:20:29, time: 0.750, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0352, loss_cls: 0.1859, acc: 93.3965, loss_bbox: 0.2297, loss_mask: 0.2322, loss: 0.7125 +2022-09-21 11:14:47,944 - mmdet - INFO - Epoch [8][5700/7330] lr: 3.778e-07, eta: 1 day, 19:19:51, time: 0.748, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0381, loss_cls: 0.1858, acc: 93.3354, loss_bbox: 0.2336, loss_mask: 0.2425, loss: 0.7311 +2022-09-21 11:15:24,898 - mmdet - INFO - Epoch [8][5750/7330] lr: 3.778e-07, eta: 1 day, 19:19:10, time: 0.740, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0357, loss_cls: 0.1881, acc: 93.3660, loss_bbox: 0.2329, loss_mask: 0.2345, loss: 0.7204 +2022-09-21 11:16:01,941 - mmdet - INFO - Epoch [8][5800/7330] lr: 3.778e-07, eta: 1 day, 19:18:30, time: 0.741, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0355, loss_cls: 0.1797, acc: 93.7043, loss_bbox: 0.2206, loss_mask: 0.2293, loss: 0.6926 +2022-09-21 11:16:38,927 - mmdet - INFO - Epoch [8][5850/7330] lr: 3.778e-07, eta: 1 day, 19:17:50, time: 0.740, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0363, loss_cls: 0.1894, acc: 93.2605, loss_bbox: 0.2352, loss_mask: 0.2330, loss: 0.7228 +2022-09-21 11:17:15,579 - mmdet - INFO - Epoch [8][5900/7330] lr: 3.778e-07, eta: 1 day, 19:17:09, time: 0.733, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0344, loss_cls: 0.1769, acc: 93.5935, loss_bbox: 0.2246, loss_mask: 0.2318, loss: 0.6944 +2022-09-21 11:17:52,212 - mmdet - INFO - Epoch [8][5950/7330] lr: 3.778e-07, eta: 1 day, 19:16:27, time: 0.733, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0340, loss_cls: 0.1794, acc: 93.6404, loss_bbox: 0.2226, loss_mask: 0.2264, loss: 0.6896 +2022-09-21 11:18:29,268 - mmdet - INFO - Epoch [8][6000/7330] lr: 3.778e-07, eta: 1 day, 19:15:47, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0355, loss_cls: 0.1903, acc: 93.3477, loss_bbox: 0.2305, loss_mask: 0.2394, loss: 0.7246 +2022-09-21 11:19:06,488 - mmdet - INFO - Epoch [8][6050/7330] lr: 3.778e-07, eta: 1 day, 19:15:08, time: 0.746, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0348, loss_cls: 0.1828, acc: 93.5396, loss_bbox: 0.2232, loss_mask: 0.2361, loss: 0.7050 +2022-09-21 11:19:43,670 - mmdet - INFO - Epoch [8][6100/7330] lr: 3.778e-07, eta: 1 day, 19:14:28, time: 0.744, data_time: 0.025, memory: 54023, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0355, loss_cls: 0.1898, acc: 93.1765, loss_bbox: 0.2388, loss_mask: 0.2389, loss: 0.7322 +2022-09-21 11:20:20,975 - mmdet - INFO - Epoch [8][6150/7330] lr: 3.778e-07, eta: 1 day, 19:13:49, time: 0.746, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0379, loss_cls: 0.1875, acc: 93.3018, loss_bbox: 0.2305, loss_mask: 0.2342, loss: 0.7203 +2022-09-21 11:20:58,871 - mmdet - INFO - Epoch [8][6200/7330] lr: 3.778e-07, eta: 1 day, 19:13:12, time: 0.758, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0384, loss_cls: 0.1831, acc: 93.4309, loss_bbox: 0.2319, loss_mask: 0.2319, loss: 0.7143 +2022-09-21 11:21:35,933 - mmdet - INFO - Epoch [8][6250/7330] lr: 3.778e-07, eta: 1 day, 19:12:32, time: 0.741, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0351, loss_cls: 0.1867, acc: 93.3567, loss_bbox: 0.2313, loss_mask: 0.2308, loss: 0.7114 +2022-09-21 11:22:12,893 - mmdet - INFO - Epoch [8][6300/7330] lr: 3.778e-07, eta: 1 day, 19:11:52, time: 0.739, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0369, loss_cls: 0.1872, acc: 93.3201, loss_bbox: 0.2379, loss_mask: 0.2403, loss: 0.7323 +2022-09-21 11:22:49,304 - mmdet - INFO - Epoch [8][6350/7330] lr: 3.778e-07, eta: 1 day, 19:11:09, time: 0.729, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0382, loss_cls: 0.1910, acc: 93.2173, loss_bbox: 0.2409, loss_mask: 0.2422, loss: 0.7433 +2022-09-21 11:23:26,504 - mmdet - INFO - Epoch [8][6400/7330] lr: 3.778e-07, eta: 1 day, 19:10:30, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0356, loss_cls: 0.1855, acc: 93.3228, loss_bbox: 0.2322, loss_mask: 0.2382, loss: 0.7199 +2022-09-21 11:24:03,212 - mmdet - INFO - Epoch [8][6450/7330] lr: 3.778e-07, eta: 1 day, 19:09:49, time: 0.734, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0349, loss_cls: 0.1855, acc: 93.4248, loss_bbox: 0.2264, loss_mask: 0.2342, loss: 0.7121 +2022-09-21 11:24:40,210 - mmdet - INFO - Epoch [8][6500/7330] lr: 3.778e-07, eta: 1 day, 19:09:08, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0344, loss_cls: 0.1834, acc: 93.5391, loss_bbox: 0.2237, loss_mask: 0.2328, loss: 0.7037 +2022-09-21 11:25:17,157 - mmdet - INFO - Epoch [8][6550/7330] lr: 3.778e-07, eta: 1 day, 19:08:28, time: 0.740, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0349, loss_cls: 0.1844, acc: 93.5391, loss_bbox: 0.2285, loss_mask: 0.2339, loss: 0.7112 +2022-09-21 11:25:54,367 - mmdet - INFO - Epoch [8][6600/7330] lr: 3.778e-07, eta: 1 day, 19:07:49, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0372, loss_cls: 0.1811, acc: 93.5881, loss_bbox: 0.2280, loss_mask: 0.2345, loss: 0.7114 +2022-09-21 11:26:30,901 - mmdet - INFO - Epoch [8][6650/7330] lr: 3.778e-07, eta: 1 day, 19:07:07, time: 0.731, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0352, loss_cls: 0.1824, acc: 93.3303, loss_bbox: 0.2330, loss_mask: 0.2299, loss: 0.7078 +2022-09-21 11:27:08,319 - mmdet - INFO - Epoch [8][6700/7330] lr: 3.778e-07, eta: 1 day, 19:06:28, time: 0.747, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0367, loss_cls: 0.1889, acc: 93.3193, loss_bbox: 0.2348, loss_mask: 0.2360, loss: 0.7263 +2022-09-21 11:27:44,579 - mmdet - INFO - Epoch [8][6750/7330] lr: 3.778e-07, eta: 1 day, 19:05:45, time: 0.726, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0357, loss_cls: 0.1864, acc: 93.4431, loss_bbox: 0.2297, loss_mask: 0.2350, loss: 0.7157 +2022-09-21 11:28:21,426 - mmdet - INFO - Epoch [8][6800/7330] lr: 3.778e-07, eta: 1 day, 19:05:05, time: 0.736, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0349, loss_cls: 0.1729, acc: 93.7715, loss_bbox: 0.2156, loss_mask: 0.2258, loss: 0.6771 +2022-09-21 11:28:58,786 - mmdet - INFO - Epoch [8][6850/7330] lr: 3.778e-07, eta: 1 day, 19:04:26, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0334, loss_cls: 0.1764, acc: 93.8577, loss_bbox: 0.2167, loss_mask: 0.2300, loss: 0.6829 +2022-09-21 11:29:35,795 - mmdet - INFO - Epoch [8][6900/7330] lr: 3.778e-07, eta: 1 day, 19:03:46, time: 0.740, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0349, loss_cls: 0.1781, acc: 93.6096, loss_bbox: 0.2277, loss_mask: 0.2361, loss: 0.7056 +2022-09-21 11:30:12,750 - mmdet - INFO - Epoch [8][6950/7330] lr: 3.778e-07, eta: 1 day, 19:03:06, time: 0.739, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0376, loss_cls: 0.1823, acc: 93.5500, loss_bbox: 0.2309, loss_mask: 0.2394, loss: 0.7210 +2022-09-21 11:30:49,567 - mmdet - INFO - Epoch [8][7000/7330] lr: 3.778e-07, eta: 1 day, 19:02:25, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0367, loss_cls: 0.1893, acc: 93.3152, loss_bbox: 0.2355, loss_mask: 0.2302, loss: 0.7198 +2022-09-21 11:31:26,902 - mmdet - INFO - Epoch [8][7050/7330] lr: 3.778e-07, eta: 1 day, 19:01:46, time: 0.746, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0373, loss_cls: 0.1920, acc: 93.1050, loss_bbox: 0.2377, loss_mask: 0.2417, loss: 0.7382 +2022-09-21 11:32:04,645 - mmdet - INFO - Epoch [8][7100/7330] lr: 3.778e-07, eta: 1 day, 19:01:08, time: 0.756, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0339, loss_cls: 0.1823, acc: 93.3962, loss_bbox: 0.2310, loss_mask: 0.2355, loss: 0.7089 +2022-09-21 11:32:41,870 - mmdet - INFO - Epoch [8][7150/7330] lr: 3.778e-07, eta: 1 day, 19:00:29, time: 0.745, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0383, loss_cls: 0.1938, acc: 93.0476, loss_bbox: 0.2419, loss_mask: 0.2376, loss: 0.7423 +2022-09-21 11:33:18,515 - mmdet - INFO - Epoch [8][7200/7330] lr: 3.778e-07, eta: 1 day, 18:59:48, time: 0.733, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0355, loss_cls: 0.1851, acc: 93.3188, loss_bbox: 0.2285, loss_mask: 0.2360, loss: 0.7163 +2022-09-21 11:33:56,056 - mmdet - INFO - Epoch [8][7250/7330] lr: 3.778e-07, eta: 1 day, 18:59:10, time: 0.751, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0366, loss_cls: 0.1883, acc: 93.3523, loss_bbox: 0.2331, loss_mask: 0.2394, loss: 0.7262 +2022-09-21 11:34:33,910 - mmdet - INFO - Epoch [8][7300/7330] lr: 3.778e-07, eta: 1 day, 18:58:32, time: 0.757, data_time: 0.025, memory: 54023, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0380, loss_cls: 0.1909, acc: 93.1582, loss_bbox: 0.2413, loss_mask: 0.2376, loss: 0.7386 +2022-09-21 11:35:05,742 - mmdet - INFO - Saving checkpoint at 8 epochs +2022-09-21 11:37:29,914 - mmdet - INFO - Evaluating bbox... +2022-09-21 11:37:58,017 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.468 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.702 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.514 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.312 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.512 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.613 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.595 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.595 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.595 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.431 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.640 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.743 + +2022-09-21 11:37:58,017 - mmdet - INFO - Evaluating segm... +2022-09-21 11:38:29,075 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.421 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.669 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.449 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.226 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.458 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.627 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.539 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.539 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.539 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.364 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.586 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.713 + +2022-09-21 11:38:29,629 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 11:38:29,630 - mmdet - INFO - Epoch(val) [8][625] bbox_mAP: 0.4680, bbox_mAP_50: 0.7020, bbox_mAP_75: 0.5140, bbox_mAP_s: 0.3120, bbox_mAP_m: 0.5120, bbox_mAP_l: 0.6130, bbox_mAP_copypaste: 0.468 0.702 0.514 0.312 0.512 0.613, segm_mAP: 0.4210, segm_mAP_50: 0.6690, segm_mAP_75: 0.4490, segm_mAP_s: 0.2260, segm_mAP_m: 0.4580, segm_mAP_l: 0.6270, segm_mAP_copypaste: 0.421 0.669 0.449 0.226 0.458 0.627 +2022-09-21 11:41:45,576 - mmdet - INFO - Epoch [9][50/7330] lr: 3.778e-07, eta: 1 day, 19:05:26, time: 3.916, data_time: 3.176, memory: 54023, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0347, loss_cls: 0.1812, acc: 93.4529, loss_bbox: 0.2278, loss_mask: 0.2338, loss: 0.7059 +2022-09-21 11:42:23,324 - mmdet - INFO - Epoch [9][100/7330] lr: 3.778e-07, eta: 1 day, 19:04:47, time: 0.752, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0332, loss_cls: 0.1767, acc: 93.7222, loss_bbox: 0.2204, loss_mask: 0.2329, loss: 0.6918 +2022-09-21 11:43:00,814 - mmdet - INFO - Epoch [9][150/7330] lr: 3.778e-07, eta: 1 day, 19:04:09, time: 0.753, data_time: 0.024, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0332, loss_cls: 0.1747, acc: 93.7451, loss_bbox: 0.2200, loss_mask: 0.2291, loss: 0.6834 +2022-09-21 11:43:38,112 - mmdet - INFO - Epoch [9][200/7330] lr: 3.778e-07, eta: 1 day, 19:03:30, time: 0.746, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0354, loss_cls: 0.1846, acc: 93.4075, loss_bbox: 0.2298, loss_mask: 0.2323, loss: 0.7114 +2022-09-21 11:44:15,951 - mmdet - INFO - Epoch [9][250/7330] lr: 3.778e-07, eta: 1 day, 19:02:52, time: 0.757, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0357, loss_cls: 0.1799, acc: 93.5845, loss_bbox: 0.2247, loss_mask: 0.2267, loss: 0.6965 +2022-09-21 11:44:53,919 - mmdet - INFO - Epoch [9][300/7330] lr: 3.778e-07, eta: 1 day, 19:02:15, time: 0.759, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0368, loss_cls: 0.1846, acc: 93.5234, loss_bbox: 0.2301, loss_mask: 0.2275, loss: 0.7082 +2022-09-21 11:45:31,169 - mmdet - INFO - Epoch [9][350/7330] lr: 3.778e-07, eta: 1 day, 19:01:35, time: 0.745, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0341, loss_cls: 0.1731, acc: 93.7979, loss_bbox: 0.2237, loss_mask: 0.2275, loss: 0.6843 +2022-09-21 11:46:08,728 - mmdet - INFO - Epoch [9][400/7330] lr: 3.778e-07, eta: 1 day, 19:00:56, time: 0.751, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0360, loss_cls: 0.1800, acc: 93.4695, loss_bbox: 0.2311, loss_mask: 0.2372, loss: 0.7127 +2022-09-21 11:46:46,462 - mmdet - INFO - Epoch [9][450/7330] lr: 3.778e-07, eta: 1 day, 19:00:18, time: 0.755, data_time: 0.024, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0361, loss_cls: 0.1859, acc: 93.4497, loss_bbox: 0.2339, loss_mask: 0.2345, loss: 0.7172 +2022-09-21 11:47:23,882 - mmdet - INFO - Epoch [9][500/7330] lr: 3.778e-07, eta: 1 day, 18:59:39, time: 0.748, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0368, loss_cls: 0.1760, acc: 93.6804, loss_bbox: 0.2264, loss_mask: 0.2331, loss: 0.7023 +2022-09-21 11:48:01,187 - mmdet - INFO - Epoch [9][550/7330] lr: 3.778e-07, eta: 1 day, 18:59:00, time: 0.746, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0347, loss_cls: 0.1783, acc: 93.4431, loss_bbox: 0.2249, loss_mask: 0.2295, loss: 0.6921 +2022-09-21 11:48:38,578 - mmdet - INFO - Epoch [9][600/7330] lr: 3.778e-07, eta: 1 day, 18:58:20, time: 0.748, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0343, loss_cls: 0.1801, acc: 93.5498, loss_bbox: 0.2263, loss_mask: 0.2322, loss: 0.7011 +2022-09-21 11:49:15,545 - mmdet - INFO - Epoch [9][650/7330] lr: 3.778e-07, eta: 1 day, 18:57:40, time: 0.739, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0356, loss_cls: 0.1768, acc: 93.6743, loss_bbox: 0.2240, loss_mask: 0.2333, loss: 0.6951 +2022-09-21 11:49:53,007 - mmdet - INFO - Epoch [9][700/7330] lr: 3.778e-07, eta: 1 day, 18:57:01, time: 0.748, data_time: 0.024, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0380, loss_cls: 0.1865, acc: 93.2529, loss_bbox: 0.2334, loss_mask: 0.2369, loss: 0.7214 +2022-09-21 11:50:30,234 - mmdet - INFO - Epoch [9][750/7330] lr: 3.778e-07, eta: 1 day, 18:56:21, time: 0.745, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0356, loss_cls: 0.1850, acc: 93.3945, loss_bbox: 0.2265, loss_mask: 0.2333, loss: 0.7115 +2022-09-21 11:51:07,086 - mmdet - INFO - Epoch [9][800/7330] lr: 3.778e-07, eta: 1 day, 18:55:40, time: 0.737, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0372, loss_cls: 0.1828, acc: 93.3892, loss_bbox: 0.2332, loss_mask: 0.2299, loss: 0.7125 +2022-09-21 11:51:45,111 - mmdet - INFO - Epoch [9][850/7330] lr: 3.778e-07, eta: 1 day, 18:55:03, time: 0.761, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0363, loss_cls: 0.1842, acc: 93.3799, loss_bbox: 0.2343, loss_mask: 0.2339, loss: 0.7192 +2022-09-21 11:52:22,543 - mmdet - INFO - Epoch [9][900/7330] lr: 3.778e-07, eta: 1 day, 18:54:24, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0351, loss_cls: 0.1774, acc: 93.5747, loss_bbox: 0.2253, loss_mask: 0.2314, loss: 0.6952 +2022-09-21 11:52:59,644 - mmdet - INFO - Epoch [9][950/7330] lr: 3.778e-07, eta: 1 day, 18:53:44, time: 0.742, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0349, loss_cls: 0.1762, acc: 93.7341, loss_bbox: 0.2256, loss_mask: 0.2305, loss: 0.6933 +2022-09-21 11:53:37,206 - mmdet - INFO - Epoch [9][1000/7330] lr: 3.778e-07, eta: 1 day, 18:53:05, time: 0.751, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0353, loss_cls: 0.1849, acc: 93.3562, loss_bbox: 0.2335, loss_mask: 0.2302, loss: 0.7117 +2022-09-21 11:54:14,825 - mmdet - INFO - Epoch [9][1050/7330] lr: 3.778e-07, eta: 1 day, 18:52:27, time: 0.752, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0369, loss_cls: 0.1855, acc: 93.5005, loss_bbox: 0.2304, loss_mask: 0.2320, loss: 0.7139 +2022-09-21 11:54:52,072 - mmdet - INFO - Epoch [9][1100/7330] lr: 3.778e-07, eta: 1 day, 18:51:47, time: 0.745, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0364, loss_cls: 0.1884, acc: 93.3496, loss_bbox: 0.2332, loss_mask: 0.2357, loss: 0.7229 +2022-09-21 11:55:29,918 - mmdet - INFO - Epoch [9][1150/7330] lr: 3.778e-07, eta: 1 day, 18:51:10, time: 0.757, data_time: 0.025, memory: 54023, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0367, loss_cls: 0.1794, acc: 93.5244, loss_bbox: 0.2267, loss_mask: 0.2344, loss: 0.7069 +2022-09-21 11:56:07,464 - mmdet - INFO - Epoch [9][1200/7330] lr: 3.778e-07, eta: 1 day, 18:50:31, time: 0.751, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0378, loss_cls: 0.1868, acc: 93.2129, loss_bbox: 0.2368, loss_mask: 0.2358, loss: 0.7254 +2022-09-21 11:56:44,053 - mmdet - INFO - Epoch [9][1250/7330] lr: 3.778e-07, eta: 1 day, 18:49:49, time: 0.732, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0357, loss_cls: 0.1816, acc: 93.4426, loss_bbox: 0.2327, loss_mask: 0.2331, loss: 0.7098 +2022-09-21 11:57:21,098 - mmdet - INFO - Epoch [9][1300/7330] lr: 3.778e-07, eta: 1 day, 18:49:08, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0352, loss_cls: 0.1805, acc: 93.4761, loss_bbox: 0.2285, loss_mask: 0.2281, loss: 0.6994 +2022-09-21 11:57:58,722 - mmdet - INFO - Epoch [9][1350/7330] lr: 3.778e-07, eta: 1 day, 18:48:30, time: 0.752, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0356, loss_cls: 0.1802, acc: 93.4072, loss_bbox: 0.2319, loss_mask: 0.2363, loss: 0.7106 +2022-09-21 11:58:36,116 - mmdet - INFO - Epoch [9][1400/7330] lr: 3.778e-07, eta: 1 day, 18:47:51, time: 0.749, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0360, loss_cls: 0.1897, acc: 93.3621, loss_bbox: 0.2321, loss_mask: 0.2305, loss: 0.7171 +2022-09-21 11:59:13,772 - mmdet - INFO - Epoch [9][1450/7330] lr: 3.778e-07, eta: 1 day, 18:47:13, time: 0.753, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0340, loss_cls: 0.1810, acc: 93.4573, loss_bbox: 0.2261, loss_mask: 0.2274, loss: 0.6967 +2022-09-21 11:59:51,636 - mmdet - INFO - Epoch [9][1500/7330] lr: 3.778e-07, eta: 1 day, 18:46:35, time: 0.757, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0370, loss_cls: 0.1866, acc: 93.3091, loss_bbox: 0.2326, loss_mask: 0.2304, loss: 0.7187 +2022-09-21 12:00:31,954 - mmdet - INFO - Epoch [9][1550/7330] lr: 3.778e-07, eta: 1 day, 18:46:06, time: 0.806, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0360, loss_cls: 0.1877, acc: 93.2385, loss_bbox: 0.2357, loss_mask: 0.2337, loss: 0.7225 +2022-09-21 12:01:09,489 - mmdet - INFO - Epoch [9][1600/7330] lr: 3.778e-07, eta: 1 day, 18:45:27, time: 0.751, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0337, loss_cls: 0.1795, acc: 93.6470, loss_bbox: 0.2231, loss_mask: 0.2275, loss: 0.6909 +2022-09-21 12:01:47,093 - mmdet - INFO - Epoch [9][1650/7330] lr: 3.778e-07, eta: 1 day, 18:44:49, time: 0.753, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0349, loss_cls: 0.1821, acc: 93.4680, loss_bbox: 0.2285, loss_mask: 0.2331, loss: 0.7079 +2022-09-21 12:02:24,278 - mmdet - INFO - Epoch [9][1700/7330] lr: 3.778e-07, eta: 1 day, 18:44:09, time: 0.744, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0342, loss_cls: 0.1717, acc: 93.9131, loss_bbox: 0.2177, loss_mask: 0.2237, loss: 0.6745 +2022-09-21 12:03:01,689 - mmdet - INFO - Epoch [9][1750/7330] lr: 3.778e-07, eta: 1 day, 18:43:30, time: 0.748, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0338, loss_cls: 0.1739, acc: 93.7979, loss_bbox: 0.2197, loss_mask: 0.2290, loss: 0.6830 +2022-09-21 12:03:39,433 - mmdet - INFO - Epoch [9][1800/7330] lr: 3.778e-07, eta: 1 day, 18:42:52, time: 0.755, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0339, loss_cls: 0.1756, acc: 93.7705, loss_bbox: 0.2210, loss_mask: 0.2302, loss: 0.6888 +2022-09-21 12:04:17,114 - mmdet - INFO - Epoch [9][1850/7330] lr: 3.778e-07, eta: 1 day, 18:42:14, time: 0.754, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0380, loss_cls: 0.1818, acc: 93.4822, loss_bbox: 0.2302, loss_mask: 0.2363, loss: 0.7150 +2022-09-21 12:04:54,985 - mmdet - INFO - Epoch [9][1900/7330] lr: 3.778e-07, eta: 1 day, 18:41:36, time: 0.757, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0363, loss_cls: 0.1911, acc: 93.1809, loss_bbox: 0.2350, loss_mask: 0.2288, loss: 0.7206 +2022-09-21 12:05:32,616 - mmdet - INFO - Epoch [9][1950/7330] lr: 3.778e-07, eta: 1 day, 18:40:58, time: 0.753, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0381, loss_cls: 0.1925, acc: 93.0615, loss_bbox: 0.2385, loss_mask: 0.2344, loss: 0.7331 +2022-09-21 12:06:10,081 - mmdet - INFO - Epoch [9][2000/7330] lr: 3.778e-07, eta: 1 day, 18:40:19, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0349, loss_cls: 0.1758, acc: 93.6167, loss_bbox: 0.2263, loss_mask: 0.2310, loss: 0.6959 +2022-09-21 12:06:47,957 - mmdet - INFO - Epoch [9][2050/7330] lr: 3.778e-07, eta: 1 day, 18:39:42, time: 0.758, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0351, loss_cls: 0.1863, acc: 93.3757, loss_bbox: 0.2320, loss_mask: 0.2295, loss: 0.7126 +2022-09-21 12:07:25,005 - mmdet - INFO - Epoch [9][2100/7330] lr: 3.778e-07, eta: 1 day, 18:39:01, time: 0.741, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0346, loss_cls: 0.1752, acc: 93.7651, loss_bbox: 0.2194, loss_mask: 0.2274, loss: 0.6824 +2022-09-21 12:08:01,860 - mmdet - INFO - Epoch [9][2150/7330] lr: 3.778e-07, eta: 1 day, 18:38:20, time: 0.736, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0345, loss_cls: 0.1766, acc: 93.6235, loss_bbox: 0.2204, loss_mask: 0.2294, loss: 0.6868 +2022-09-21 12:08:38,982 - mmdet - INFO - Epoch [9][2200/7330] lr: 3.778e-07, eta: 1 day, 18:37:40, time: 0.743, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0332, loss_cls: 0.1749, acc: 93.6646, loss_bbox: 0.2224, loss_mask: 0.2268, loss: 0.6837 +2022-09-21 12:09:16,380 - mmdet - INFO - Epoch [9][2250/7330] lr: 3.778e-07, eta: 1 day, 18:37:01, time: 0.748, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0342, loss_cls: 0.1877, acc: 93.3704, loss_bbox: 0.2309, loss_mask: 0.2296, loss: 0.7092 +2022-09-21 12:09:53,919 - mmdet - INFO - Epoch [9][2300/7330] lr: 3.778e-07, eta: 1 day, 18:36:22, time: 0.750, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0346, loss_cls: 0.1816, acc: 93.4500, loss_bbox: 0.2314, loss_mask: 0.2337, loss: 0.7091 +2022-09-21 12:10:31,083 - mmdet - INFO - Epoch [9][2350/7330] lr: 3.778e-07, eta: 1 day, 18:35:43, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0333, loss_cls: 0.1792, acc: 93.5754, loss_bbox: 0.2253, loss_mask: 0.2281, loss: 0.6938 +2022-09-21 12:11:08,744 - mmdet - INFO - Epoch [9][2400/7330] lr: 3.778e-07, eta: 1 day, 18:35:05, time: 0.753, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0357, loss_cls: 0.1832, acc: 93.2971, loss_bbox: 0.2297, loss_mask: 0.2287, loss: 0.7050 +2022-09-21 12:11:45,102 - mmdet - INFO - Epoch [9][2450/7330] lr: 3.778e-07, eta: 1 day, 18:34:22, time: 0.727, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0327, loss_cls: 0.1754, acc: 93.7229, loss_bbox: 0.2247, loss_mask: 0.2319, loss: 0.6887 +2022-09-21 12:12:22,276 - mmdet - INFO - Epoch [9][2500/7330] lr: 3.778e-07, eta: 1 day, 18:33:42, time: 0.743, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0366, loss_cls: 0.1847, acc: 93.3484, loss_bbox: 0.2376, loss_mask: 0.2393, loss: 0.7272 +2022-09-21 12:12:59,371 - mmdet - INFO - Epoch [9][2550/7330] lr: 3.778e-07, eta: 1 day, 18:33:02, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0365, loss_cls: 0.1826, acc: 93.3740, loss_bbox: 0.2369, loss_mask: 0.2334, loss: 0.7184 +2022-09-21 12:13:36,659 - mmdet - INFO - Epoch [9][2600/7330] lr: 3.778e-07, eta: 1 day, 18:32:23, time: 0.746, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0365, loss_cls: 0.1853, acc: 93.3633, loss_bbox: 0.2308, loss_mask: 0.2422, loss: 0.7245 +2022-09-21 12:14:13,950 - mmdet - INFO - Epoch [9][2650/7330] lr: 3.778e-07, eta: 1 day, 18:31:43, time: 0.746, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0359, loss_cls: 0.1838, acc: 93.4353, loss_bbox: 0.2272, loss_mask: 0.2292, loss: 0.7073 +2022-09-21 12:14:50,959 - mmdet - INFO - Epoch [9][2700/7330] lr: 3.778e-07, eta: 1 day, 18:31:03, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0354, loss_cls: 0.1784, acc: 93.5298, loss_bbox: 0.2271, loss_mask: 0.2295, loss: 0.6992 +2022-09-21 12:15:28,082 - mmdet - INFO - Epoch [9][2750/7330] lr: 3.778e-07, eta: 1 day, 18:30:23, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0386, loss_cls: 0.1909, acc: 93.1279, loss_bbox: 0.2383, loss_mask: 0.2366, loss: 0.7363 +2022-09-21 12:16:05,345 - mmdet - INFO - Epoch [9][2800/7330] lr: 3.778e-07, eta: 1 day, 18:29:43, time: 0.745, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0361, loss_cls: 0.1848, acc: 93.2661, loss_bbox: 0.2380, loss_mask: 0.2305, loss: 0.7157 +2022-09-21 12:16:42,821 - mmdet - INFO - Epoch [9][2850/7330] lr: 3.778e-07, eta: 1 day, 18:29:05, time: 0.750, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0322, loss_cls: 0.1745, acc: 93.7046, loss_bbox: 0.2209, loss_mask: 0.2309, loss: 0.6858 +2022-09-21 12:17:20,284 - mmdet - INFO - Epoch [9][2900/7330] lr: 3.778e-07, eta: 1 day, 18:28:26, time: 0.749, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0345, loss_cls: 0.1843, acc: 93.4033, loss_bbox: 0.2317, loss_mask: 0.2331, loss: 0.7066 +2022-09-21 12:17:57,701 - mmdet - INFO - Epoch [9][2950/7330] lr: 3.778e-07, eta: 1 day, 18:27:47, time: 0.749, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0354, loss_cls: 0.1793, acc: 93.5364, loss_bbox: 0.2287, loss_mask: 0.2311, loss: 0.7015 +2022-09-21 12:18:34,405 - mmdet - INFO - Epoch [9][3000/7330] lr: 3.778e-07, eta: 1 day, 18:27:05, time: 0.734, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0369, loss_cls: 0.1893, acc: 93.3306, loss_bbox: 0.2311, loss_mask: 0.2283, loss: 0.7158 +2022-09-21 12:19:11,045 - mmdet - INFO - Epoch [9][3050/7330] lr: 3.778e-07, eta: 1 day, 18:26:24, time: 0.733, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0375, loss_cls: 0.1874, acc: 93.3179, loss_bbox: 0.2316, loss_mask: 0.2362, loss: 0.7216 +2022-09-21 12:19:47,601 - mmdet - INFO - Epoch [9][3100/7330] lr: 3.778e-07, eta: 1 day, 18:25:42, time: 0.731, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0341, loss_cls: 0.1794, acc: 93.5027, loss_bbox: 0.2237, loss_mask: 0.2353, loss: 0.6996 +2022-09-21 12:20:25,208 - mmdet - INFO - Epoch [9][3150/7330] lr: 3.778e-07, eta: 1 day, 18:25:04, time: 0.752, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0360, loss_cls: 0.1825, acc: 93.5159, loss_bbox: 0.2289, loss_mask: 0.2311, loss: 0.7072 +2022-09-21 12:21:02,531 - mmdet - INFO - Epoch [9][3200/7330] lr: 3.778e-07, eta: 1 day, 18:24:24, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0353, loss_cls: 0.1796, acc: 93.5762, loss_bbox: 0.2240, loss_mask: 0.2351, loss: 0.7017 +2022-09-21 12:21:39,331 - mmdet - INFO - Epoch [9][3250/7330] lr: 3.778e-07, eta: 1 day, 18:23:43, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0343, loss_cls: 0.1695, acc: 93.8215, loss_bbox: 0.2194, loss_mask: 0.2276, loss: 0.6776 +2022-09-21 12:22:16,619 - mmdet - INFO - Epoch [9][3300/7330] lr: 3.778e-07, eta: 1 day, 18:23:04, time: 0.746, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0340, loss_cls: 0.1832, acc: 93.3987, loss_bbox: 0.2310, loss_mask: 0.2299, loss: 0.7071 +2022-09-21 12:22:54,018 - mmdet - INFO - Epoch [9][3350/7330] lr: 3.778e-07, eta: 1 day, 18:22:25, time: 0.748, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0352, loss_cls: 0.1835, acc: 93.5283, loss_bbox: 0.2219, loss_mask: 0.2296, loss: 0.6973 +2022-09-21 12:23:31,103 - mmdet - INFO - Epoch [9][3400/7330] lr: 3.778e-07, eta: 1 day, 18:21:45, time: 0.741, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0402, loss_cls: 0.2086, acc: 93.1814, loss_bbox: 0.2471, loss_mask: 0.2358, loss: 0.7645 +2022-09-21 12:24:08,100 - mmdet - INFO - Epoch [9][3450/7330] lr: 3.778e-07, eta: 1 day, 18:21:05, time: 0.740, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0374, loss_cls: 0.1904, acc: 93.3757, loss_bbox: 0.2273, loss_mask: 0.2325, loss: 0.7198 +2022-09-21 12:24:45,103 - mmdet - INFO - Epoch [9][3500/7330] lr: 3.778e-07, eta: 1 day, 18:20:24, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0367, loss_cls: 0.1864, acc: 93.3787, loss_bbox: 0.2323, loss_mask: 0.2360, loss: 0.7192 +2022-09-21 12:25:22,174 - mmdet - INFO - Epoch [9][3550/7330] lr: 3.778e-07, eta: 1 day, 18:19:44, time: 0.741, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0350, loss_cls: 0.1773, acc: 93.6875, loss_bbox: 0.2255, loss_mask: 0.2296, loss: 0.6947 +2022-09-21 12:25:59,699 - mmdet - INFO - Epoch [9][3600/7330] lr: 3.778e-07, eta: 1 day, 18:19:06, time: 0.751, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0366, loss_cls: 0.1818, acc: 93.4678, loss_bbox: 0.2336, loss_mask: 0.2267, loss: 0.7074 +2022-09-21 12:26:37,115 - mmdet - INFO - Epoch [9][3650/7330] lr: 3.778e-07, eta: 1 day, 18:18:27, time: 0.748, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0368, loss_cls: 0.1779, acc: 93.6924, loss_bbox: 0.2220, loss_mask: 0.2323, loss: 0.6984 +2022-09-21 12:27:13,781 - mmdet - INFO - Epoch [9][3700/7330] lr: 3.778e-07, eta: 1 day, 18:17:45, time: 0.733, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0379, loss_cls: 0.1912, acc: 93.1921, loss_bbox: 0.2435, loss_mask: 0.2414, loss: 0.7445 +2022-09-21 12:27:50,539 - mmdet - INFO - Epoch [9][3750/7330] lr: 3.778e-07, eta: 1 day, 18:17:04, time: 0.734, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0361, loss_cls: 0.1793, acc: 93.6316, loss_bbox: 0.2260, loss_mask: 0.2273, loss: 0.6952 +2022-09-21 12:28:27,153 - mmdet - INFO - Epoch [9][3800/7330] lr: 3.778e-07, eta: 1 day, 18:16:23, time: 0.733, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0365, loss_cls: 0.1868, acc: 93.3220, loss_bbox: 0.2308, loss_mask: 0.2307, loss: 0.7140 +2022-09-21 12:29:04,281 - mmdet - INFO - Epoch [9][3850/7330] lr: 3.778e-07, eta: 1 day, 18:15:43, time: 0.742, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0361, loss_cls: 0.1757, acc: 93.7004, loss_bbox: 0.2220, loss_mask: 0.2297, loss: 0.6899 +2022-09-21 12:29:41,052 - mmdet - INFO - Epoch [9][3900/7330] lr: 3.778e-07, eta: 1 day, 18:15:02, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0345, loss_cls: 0.1910, acc: 93.1902, loss_bbox: 0.2278, loss_mask: 0.2338, loss: 0.7151 +2022-09-21 12:30:18,611 - mmdet - INFO - Epoch [9][3950/7330] lr: 3.778e-07, eta: 1 day, 18:14:24, time: 0.751, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0352, loss_cls: 0.1832, acc: 93.4529, loss_bbox: 0.2262, loss_mask: 0.2304, loss: 0.7038 +2022-09-21 12:30:55,454 - mmdet - INFO - Epoch [9][4000/7330] lr: 3.778e-07, eta: 1 day, 18:13:43, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0350, loss_cls: 0.1777, acc: 93.7183, loss_bbox: 0.2196, loss_mask: 0.2309, loss: 0.6912 +2022-09-21 12:31:32,738 - mmdet - INFO - Epoch [9][4050/7330] lr: 3.778e-07, eta: 1 day, 18:13:03, time: 0.746, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0374, loss_cls: 0.1863, acc: 93.4434, loss_bbox: 0.2335, loss_mask: 0.2316, loss: 0.7205 +2022-09-21 12:32:10,193 - mmdet - INFO - Epoch [9][4100/7330] lr: 3.778e-07, eta: 1 day, 18:12:25, time: 0.749, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0370, loss_cls: 0.1938, acc: 93.1116, loss_bbox: 0.2386, loss_mask: 0.2432, loss: 0.7436 +2022-09-21 12:32:47,578 - mmdet - INFO - Epoch [9][4150/7330] lr: 3.778e-07, eta: 1 day, 18:11:46, time: 0.748, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0343, loss_cls: 0.1831, acc: 93.5769, loss_bbox: 0.2285, loss_mask: 0.2313, loss: 0.7061 +2022-09-21 12:33:24,957 - mmdet - INFO - Epoch [9][4200/7330] lr: 3.778e-07, eta: 1 day, 18:11:07, time: 0.747, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0353, loss_cls: 0.1884, acc: 93.2954, loss_bbox: 0.2305, loss_mask: 0.2330, loss: 0.7159 +2022-09-21 12:34:03,653 - mmdet - INFO - Epoch [9][4250/7330] lr: 3.778e-07, eta: 1 day, 18:10:32, time: 0.774, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0356, loss_cls: 0.1821, acc: 93.4717, loss_bbox: 0.2273, loss_mask: 0.2290, loss: 0.7028 +2022-09-21 12:34:40,856 - mmdet - INFO - Epoch [9][4300/7330] lr: 3.778e-07, eta: 1 day, 18:09:52, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0350, loss_cls: 0.1780, acc: 93.6443, loss_bbox: 0.2220, loss_mask: 0.2268, loss: 0.6892 +2022-09-21 12:35:17,544 - mmdet - INFO - Epoch [9][4350/7330] lr: 3.778e-07, eta: 1 day, 18:09:11, time: 0.735, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0338, loss_cls: 0.1732, acc: 93.7190, loss_bbox: 0.2225, loss_mask: 0.2270, loss: 0.6840 +2022-09-21 12:35:54,524 - mmdet - INFO - Epoch [9][4400/7330] lr: 3.778e-07, eta: 1 day, 18:08:31, time: 0.739, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0352, loss_cls: 0.1810, acc: 93.3967, loss_bbox: 0.2262, loss_mask: 0.2329, loss: 0.7031 +2022-09-21 12:36:31,875 - mmdet - INFO - Epoch [9][4450/7330] lr: 3.778e-07, eta: 1 day, 18:07:52, time: 0.748, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0370, loss_cls: 0.1826, acc: 93.3762, loss_bbox: 0.2302, loss_mask: 0.2314, loss: 0.7092 +2022-09-21 12:37:09,006 - mmdet - INFO - Epoch [9][4500/7330] lr: 3.778e-07, eta: 1 day, 18:07:12, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0341, loss_cls: 0.1852, acc: 93.3010, loss_bbox: 0.2284, loss_mask: 0.2308, loss: 0.7088 +2022-09-21 12:37:45,763 - mmdet - INFO - Epoch [9][4550/7330] lr: 3.778e-07, eta: 1 day, 18:06:31, time: 0.735, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0372, loss_cls: 0.1875, acc: 93.4302, loss_bbox: 0.2291, loss_mask: 0.2320, loss: 0.7155 +2022-09-21 12:38:22,970 - mmdet - INFO - Epoch [9][4600/7330] lr: 3.778e-07, eta: 1 day, 18:05:51, time: 0.744, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0363, loss_cls: 0.1882, acc: 93.2554, loss_bbox: 0.2280, loss_mask: 0.2290, loss: 0.7112 +2022-09-21 12:39:00,196 - mmdet - INFO - Epoch [9][4650/7330] lr: 3.778e-07, eta: 1 day, 18:05:12, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0351, loss_cls: 0.1832, acc: 93.4827, loss_bbox: 0.2306, loss_mask: 0.2308, loss: 0.7086 +2022-09-21 12:39:36,952 - mmdet - INFO - Epoch [9][4700/7330] lr: 3.778e-07, eta: 1 day, 18:04:31, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0372, loss_cls: 0.1884, acc: 93.3284, loss_bbox: 0.2311, loss_mask: 0.2356, loss: 0.7213 +2022-09-21 12:40:14,122 - mmdet - INFO - Epoch [9][4750/7330] lr: 3.778e-07, eta: 1 day, 18:03:51, time: 0.743, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0357, loss_cls: 0.1849, acc: 93.4294, loss_bbox: 0.2342, loss_mask: 0.2340, loss: 0.7154 +2022-09-21 12:40:51,243 - mmdet - INFO - Epoch [9][4800/7330] lr: 3.778e-07, eta: 1 day, 18:03:11, time: 0.742, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0352, loss_cls: 0.1774, acc: 93.6797, loss_bbox: 0.2258, loss_mask: 0.2320, loss: 0.6979 +2022-09-21 12:41:28,461 - mmdet - INFO - Epoch [9][4850/7330] lr: 3.778e-07, eta: 1 day, 18:02:32, time: 0.744, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0384, loss_cls: 0.1834, acc: 93.4119, loss_bbox: 0.2261, loss_mask: 0.2273, loss: 0.7039 +2022-09-21 12:42:05,325 - mmdet - INFO - Epoch [9][4900/7330] lr: 3.778e-07, eta: 1 day, 18:01:51, time: 0.737, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0333, loss_cls: 0.1808, acc: 93.4797, loss_bbox: 0.2228, loss_mask: 0.2213, loss: 0.6836 +2022-09-21 12:42:42,238 - mmdet - INFO - Epoch [9][4950/7330] lr: 3.778e-07, eta: 1 day, 18:01:11, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0352, loss_cls: 0.1820, acc: 93.3619, loss_bbox: 0.2335, loss_mask: 0.2338, loss: 0.7133 +2022-09-21 12:43:19,507 - mmdet - INFO - Epoch [9][5000/7330] lr: 3.778e-07, eta: 1 day, 18:00:31, time: 0.746, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0353, loss_cls: 0.1773, acc: 93.7676, loss_bbox: 0.2198, loss_mask: 0.2298, loss: 0.6899 +2022-09-21 12:43:55,702 - mmdet - INFO - Epoch [9][5050/7330] lr: 3.778e-07, eta: 1 day, 17:59:49, time: 0.724, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0346, loss_cls: 0.1799, acc: 93.6099, loss_bbox: 0.2232, loss_mask: 0.2347, loss: 0.6994 +2022-09-21 12:44:33,115 - mmdet - INFO - Epoch [9][5100/7330] lr: 3.778e-07, eta: 1 day, 17:59:10, time: 0.748, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0364, loss_cls: 0.1832, acc: 93.5029, loss_bbox: 0.2228, loss_mask: 0.2298, loss: 0.7010 +2022-09-21 12:45:10,734 - mmdet - INFO - Epoch [9][5150/7330] lr: 3.778e-07, eta: 1 day, 17:58:32, time: 0.752, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0344, loss_cls: 0.1836, acc: 93.4038, loss_bbox: 0.2253, loss_mask: 0.2295, loss: 0.6998 +2022-09-21 12:45:47,916 - mmdet - INFO - Epoch [9][5200/7330] lr: 3.778e-07, eta: 1 day, 17:57:52, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0329, loss_cls: 0.1749, acc: 93.7778, loss_bbox: 0.2144, loss_mask: 0.2249, loss: 0.6733 +2022-09-21 12:46:24,968 - mmdet - INFO - Epoch [9][5250/7330] lr: 3.778e-07, eta: 1 day, 17:57:12, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0339, loss_cls: 0.1698, acc: 93.7966, loss_bbox: 0.2169, loss_mask: 0.2298, loss: 0.6751 +2022-09-21 12:47:02,006 - mmdet - INFO - Epoch [9][5300/7330] lr: 3.778e-07, eta: 1 day, 17:56:32, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0332, loss_cls: 0.1709, acc: 93.9121, loss_bbox: 0.2151, loss_mask: 0.2228, loss: 0.6678 +2022-09-21 12:47:38,950 - mmdet - INFO - Epoch [9][5350/7330] lr: 3.778e-07, eta: 1 day, 17:55:52, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0333, loss_cls: 0.1801, acc: 93.5457, loss_bbox: 0.2255, loss_mask: 0.2279, loss: 0.6924 +2022-09-21 12:48:16,429 - mmdet - INFO - Epoch [9][5400/7330] lr: 3.778e-07, eta: 1 day, 17:55:13, time: 0.750, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0388, loss_cls: 0.1947, acc: 92.9106, loss_bbox: 0.2443, loss_mask: 0.2388, loss: 0.7443 +2022-09-21 12:48:53,550 - mmdet - INFO - Epoch [9][5450/7330] lr: 3.778e-07, eta: 1 day, 17:54:33, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0342, loss_cls: 0.1756, acc: 93.6953, loss_bbox: 0.2210, loss_mask: 0.2258, loss: 0.6827 +2022-09-21 12:49:30,959 - mmdet - INFO - Epoch [9][5500/7330] lr: 3.778e-07, eta: 1 day, 17:53:54, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0342, loss_cls: 0.1834, acc: 93.5217, loss_bbox: 0.2268, loss_mask: 0.2272, loss: 0.7001 +2022-09-21 12:50:08,424 - mmdet - INFO - Epoch [9][5550/7330] lr: 3.778e-07, eta: 1 day, 17:53:16, time: 0.750, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0365, loss_cls: 0.1881, acc: 93.4058, loss_bbox: 0.2334, loss_mask: 0.2328, loss: 0.7194 +2022-09-21 12:50:45,863 - mmdet - INFO - Epoch [9][5600/7330] lr: 3.778e-07, eta: 1 day, 17:52:37, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0369, loss_cls: 0.1845, acc: 93.4207, loss_bbox: 0.2334, loss_mask: 0.2367, loss: 0.7208 +2022-09-21 12:51:22,951 - mmdet - INFO - Epoch [9][5650/7330] lr: 3.778e-07, eta: 1 day, 17:51:57, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0363, loss_cls: 0.1852, acc: 93.4553, loss_bbox: 0.2345, loss_mask: 0.2396, loss: 0.7275 +2022-09-21 12:51:59,882 - mmdet - INFO - Epoch [9][5700/7330] lr: 3.778e-07, eta: 1 day, 17:51:17, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0355, loss_cls: 0.1772, acc: 93.6929, loss_bbox: 0.2236, loss_mask: 0.2328, loss: 0.6971 +2022-09-21 12:52:36,979 - mmdet - INFO - Epoch [9][5750/7330] lr: 3.778e-07, eta: 1 day, 17:50:37, time: 0.742, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0364, loss_cls: 0.1799, acc: 93.5908, loss_bbox: 0.2240, loss_mask: 0.2310, loss: 0.6983 +2022-09-21 12:53:14,539 - mmdet - INFO - Epoch [9][5800/7330] lr: 3.778e-07, eta: 1 day, 17:49:59, time: 0.751, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0367, loss_cls: 0.1953, acc: 93.1567, loss_bbox: 0.2355, loss_mask: 0.2309, loss: 0.7291 +2022-09-21 12:53:51,083 - mmdet - INFO - Epoch [9][5850/7330] lr: 3.778e-07, eta: 1 day, 17:49:17, time: 0.731, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0351, loss_cls: 0.1768, acc: 93.6602, loss_bbox: 0.2256, loss_mask: 0.2304, loss: 0.6951 +2022-09-21 12:54:27,440 - mmdet - INFO - Epoch [9][5900/7330] lr: 3.778e-07, eta: 1 day, 17:48:35, time: 0.727, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0358, loss_cls: 0.1837, acc: 93.4473, loss_bbox: 0.2299, loss_mask: 0.2384, loss: 0.7142 +2022-09-21 12:55:04,585 - mmdet - INFO - Epoch [9][5950/7330] lr: 3.778e-07, eta: 1 day, 17:47:56, time: 0.743, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0352, loss_cls: 0.1798, acc: 93.5588, loss_bbox: 0.2271, loss_mask: 0.2286, loss: 0.6977 +2022-09-21 12:55:41,656 - mmdet - INFO - Epoch [9][6000/7330] lr: 3.778e-07, eta: 1 day, 17:47:16, time: 0.742, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0360, loss_cls: 0.1920, acc: 93.1418, loss_bbox: 0.2397, loss_mask: 0.2362, loss: 0.7329 +2022-09-21 12:56:18,193 - mmdet - INFO - Epoch [9][6050/7330] lr: 3.778e-07, eta: 1 day, 17:46:34, time: 0.731, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0363, loss_cls: 0.1863, acc: 93.1282, loss_bbox: 0.2374, loss_mask: 0.2341, loss: 0.7235 +2022-09-21 12:56:55,669 - mmdet - INFO - Epoch [9][6100/7330] lr: 3.778e-07, eta: 1 day, 17:45:56, time: 0.750, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0336, loss_cls: 0.1675, acc: 94.0054, loss_bbox: 0.2097, loss_mask: 0.2235, loss: 0.6614 +2022-09-21 12:57:32,837 - mmdet - INFO - Epoch [9][6150/7330] lr: 3.778e-07, eta: 1 day, 17:45:16, time: 0.743, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0367, loss_cls: 0.1752, acc: 93.7678, loss_bbox: 0.2242, loss_mask: 0.2296, loss: 0.6943 +2022-09-21 12:58:10,298 - mmdet - INFO - Epoch [9][6200/7330] lr: 3.778e-07, eta: 1 day, 17:44:38, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0366, loss_cls: 0.1850, acc: 93.4155, loss_bbox: 0.2330, loss_mask: 0.2293, loss: 0.7097 +2022-09-21 12:58:47,411 - mmdet - INFO - Epoch [9][6250/7330] lr: 3.778e-07, eta: 1 day, 17:43:58, time: 0.742, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0338, loss_cls: 0.1776, acc: 93.6504, loss_bbox: 0.2262, loss_mask: 0.2327, loss: 0.6973 +2022-09-21 12:59:24,274 - mmdet - INFO - Epoch [9][6300/7330] lr: 3.778e-07, eta: 1 day, 17:43:17, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0352, loss_cls: 0.1752, acc: 93.7012, loss_bbox: 0.2258, loss_mask: 0.2336, loss: 0.6995 +2022-09-21 13:00:01,270 - mmdet - INFO - Epoch [9][6350/7330] lr: 3.778e-07, eta: 1 day, 17:42:37, time: 0.740, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0364, loss_cls: 0.1816, acc: 93.6086, loss_bbox: 0.2182, loss_mask: 0.2302, loss: 0.6975 +2022-09-21 13:00:38,970 - mmdet - INFO - Epoch [9][6400/7330] lr: 3.778e-07, eta: 1 day, 17:41:59, time: 0.754, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0344, loss_cls: 0.1725, acc: 93.9292, loss_bbox: 0.2107, loss_mask: 0.2269, loss: 0.6738 +2022-09-21 13:01:15,974 - mmdet - INFO - Epoch [9][6450/7330] lr: 3.778e-07, eta: 1 day, 17:41:19, time: 0.740, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0383, loss_cls: 0.1897, acc: 93.1846, loss_bbox: 0.2358, loss_mask: 0.2283, loss: 0.7232 +2022-09-21 13:01:52,860 - mmdet - INFO - Epoch [9][6500/7330] lr: 3.778e-07, eta: 1 day, 17:40:39, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0353, loss_cls: 0.1849, acc: 93.3635, loss_bbox: 0.2333, loss_mask: 0.2325, loss: 0.7141 +2022-09-21 13:02:30,258 - mmdet - INFO - Epoch [9][6550/7330] lr: 3.778e-07, eta: 1 day, 17:40:00, time: 0.749, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0362, loss_cls: 0.1854, acc: 93.3838, loss_bbox: 0.2296, loss_mask: 0.2341, loss: 0.7150 +2022-09-21 13:03:07,872 - mmdet - INFO - Epoch [9][6600/7330] lr: 3.778e-07, eta: 1 day, 17:39:22, time: 0.752, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0372, loss_cls: 0.1870, acc: 93.3269, loss_bbox: 0.2349, loss_mask: 0.2298, loss: 0.7148 +2022-09-21 13:03:45,337 - mmdet - INFO - Epoch [9][6650/7330] lr: 3.778e-07, eta: 1 day, 17:38:43, time: 0.749, data_time: 0.025, memory: 54023, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0338, loss_cls: 0.1837, acc: 93.3955, loss_bbox: 0.2305, loss_mask: 0.2324, loss: 0.7078 +2022-09-21 13:04:22,440 - mmdet - INFO - Epoch [9][6700/7330] lr: 3.778e-07, eta: 1 day, 17:38:04, time: 0.743, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0356, loss_cls: 0.1799, acc: 93.5471, loss_bbox: 0.2282, loss_mask: 0.2332, loss: 0.7033 +2022-09-21 13:04:59,455 - mmdet - INFO - Epoch [9][6750/7330] lr: 3.778e-07, eta: 1 day, 17:37:24, time: 0.740, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0349, loss_cls: 0.1810, acc: 93.6482, loss_bbox: 0.2220, loss_mask: 0.2272, loss: 0.6931 +2022-09-21 13:05:36,523 - mmdet - INFO - Epoch [9][6800/7330] lr: 3.778e-07, eta: 1 day, 17:36:44, time: 0.741, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0358, loss_cls: 0.1794, acc: 93.6289, loss_bbox: 0.2258, loss_mask: 0.2355, loss: 0.7047 +2022-09-21 13:06:14,324 - mmdet - INFO - Epoch [9][6850/7330] lr: 3.778e-07, eta: 1 day, 17:36:06, time: 0.756, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0375, loss_cls: 0.1923, acc: 93.1472, loss_bbox: 0.2405, loss_mask: 0.2353, loss: 0.7344 +2022-09-21 13:06:51,948 - mmdet - INFO - Epoch [9][6900/7330] lr: 3.778e-07, eta: 1 day, 17:35:28, time: 0.752, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0355, loss_cls: 0.1775, acc: 93.5527, loss_bbox: 0.2250, loss_mask: 0.2275, loss: 0.6916 +2022-09-21 13:07:28,600 - mmdet - INFO - Epoch [9][6950/7330] lr: 3.778e-07, eta: 1 day, 17:34:47, time: 0.733, data_time: 0.024, memory: 54023, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0346, loss_cls: 0.1817, acc: 93.6211, loss_bbox: 0.2294, loss_mask: 0.2330, loss: 0.7074 +2022-09-21 13:08:06,810 - mmdet - INFO - Epoch [9][7000/7330] lr: 3.778e-07, eta: 1 day, 17:34:11, time: 0.764, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0343, loss_cls: 0.1822, acc: 93.4971, loss_bbox: 0.2235, loss_mask: 0.2334, loss: 0.7028 +2022-09-21 13:08:44,011 - mmdet - INFO - Epoch [9][7050/7330] lr: 3.778e-07, eta: 1 day, 17:33:31, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0358, loss_cls: 0.1728, acc: 93.8389, loss_bbox: 0.2216, loss_mask: 0.2282, loss: 0.6853 +2022-09-21 13:09:20,799 - mmdet - INFO - Epoch [9][7100/7330] lr: 3.778e-07, eta: 1 day, 17:32:51, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0345, loss_cls: 0.1786, acc: 93.6812, loss_bbox: 0.2240, loss_mask: 0.2284, loss: 0.6922 +2022-09-21 13:09:58,085 - mmdet - INFO - Epoch [9][7150/7330] lr: 3.778e-07, eta: 1 day, 17:32:12, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0365, loss_cls: 0.1852, acc: 93.4407, loss_bbox: 0.2306, loss_mask: 0.2306, loss: 0.7105 +2022-09-21 13:10:35,231 - mmdet - INFO - Epoch [9][7200/7330] lr: 3.778e-07, eta: 1 day, 17:31:32, time: 0.743, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0335, loss_cls: 0.1772, acc: 93.6091, loss_bbox: 0.2210, loss_mask: 0.2278, loss: 0.6860 +2022-09-21 13:11:12,227 - mmdet - INFO - Epoch [9][7250/7330] lr: 3.778e-07, eta: 1 day, 17:30:52, time: 0.740, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0370, loss_cls: 0.1782, acc: 93.6733, loss_bbox: 0.2283, loss_mask: 0.2344, loss: 0.7055 +2022-09-21 13:11:50,098 - mmdet - INFO - Epoch [9][7300/7330] lr: 3.778e-07, eta: 1 day, 17:30:15, time: 0.758, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0376, loss_cls: 0.1819, acc: 93.4512, loss_bbox: 0.2280, loss_mask: 0.2355, loss: 0.7112 +2022-09-21 13:12:22,626 - mmdet - INFO - Saving checkpoint at 9 epochs +2022-09-21 13:15:08,719 - mmdet - INFO - Evaluating bbox... +2022-09-21 13:15:36,243 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.471 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.710 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.514 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.324 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.514 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.612 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.597 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.597 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.597 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.435 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.642 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.744 + +2022-09-21 13:15:36,244 - mmdet - INFO - Evaluating segm... +2022-09-21 13:16:11,368 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.424 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.677 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.452 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.231 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.462 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.625 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.542 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.542 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.542 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.373 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.589 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.709 + +2022-09-21 13:16:11,965 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 13:16:11,965 - mmdet - INFO - Epoch(val) [9][625] bbox_mAP: 0.4710, bbox_mAP_50: 0.7100, bbox_mAP_75: 0.5140, bbox_mAP_s: 0.3240, bbox_mAP_m: 0.5140, bbox_mAP_l: 0.6120, bbox_mAP_copypaste: 0.471 0.710 0.514 0.324 0.514 0.612, segm_mAP: 0.4240, segm_mAP_50: 0.6770, segm_mAP_75: 0.4520, segm_mAP_s: 0.2310, segm_mAP_m: 0.4620, segm_mAP_l: 0.6250, segm_mAP_copypaste: 0.424 0.677 0.452 0.231 0.462 0.625 +2022-09-21 13:19:27,800 - mmdet - INFO - Epoch [10][50/7330] lr: 3.778e-07, eta: 1 day, 17:36:00, time: 3.915, data_time: 3.174, memory: 54023, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0367, loss_cls: 0.1784, acc: 93.5261, loss_bbox: 0.2256, loss_mask: 0.2323, loss: 0.7026 +2022-09-21 13:20:04,845 - mmdet - INFO - Epoch [10][100/7330] lr: 3.778e-07, eta: 1 day, 17:35:20, time: 0.741, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0337, loss_cls: 0.1726, acc: 93.9065, loss_bbox: 0.2172, loss_mask: 0.2301, loss: 0.6813 +2022-09-21 13:20:42,225 - mmdet - INFO - Epoch [10][150/7330] lr: 3.778e-07, eta: 1 day, 17:34:40, time: 0.747, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0324, loss_cls: 0.1776, acc: 93.6077, loss_bbox: 0.2218, loss_mask: 0.2320, loss: 0.6906 +2022-09-21 13:21:19,420 - mmdet - INFO - Epoch [10][200/7330] lr: 3.778e-07, eta: 1 day, 17:34:01, time: 0.744, data_time: 0.027, memory: 54023, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0365, loss_cls: 0.1788, acc: 93.5671, loss_bbox: 0.2284, loss_mask: 0.2309, loss: 0.7031 +2022-09-21 13:21:56,669 - mmdet - INFO - Epoch [10][250/7330] lr: 3.778e-07, eta: 1 day, 17:33:21, time: 0.745, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0361, loss_cls: 0.1838, acc: 93.3228, loss_bbox: 0.2324, loss_mask: 0.2339, loss: 0.7145 +2022-09-21 13:22:34,261 - mmdet - INFO - Epoch [10][300/7330] lr: 3.778e-07, eta: 1 day, 17:32:43, time: 0.752, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0341, loss_cls: 0.1714, acc: 93.9514, loss_bbox: 0.2175, loss_mask: 0.2190, loss: 0.6681 +2022-09-21 13:23:10,533 - mmdet - INFO - Epoch [10][350/7330] lr: 3.778e-07, eta: 1 day, 17:32:00, time: 0.725, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0360, loss_cls: 0.1763, acc: 93.6670, loss_bbox: 0.2214, loss_mask: 0.2271, loss: 0.6891 +2022-09-21 13:23:47,916 - mmdet - INFO - Epoch [10][400/7330] lr: 3.778e-07, eta: 1 day, 17:31:21, time: 0.748, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0346, loss_cls: 0.1699, acc: 93.8906, loss_bbox: 0.2193, loss_mask: 0.2289, loss: 0.6779 +2022-09-21 13:24:25,296 - mmdet - INFO - Epoch [10][450/7330] lr: 3.778e-07, eta: 1 day, 17:30:42, time: 0.748, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0371, loss_cls: 0.1964, acc: 92.8645, loss_bbox: 0.2436, loss_mask: 0.2340, loss: 0.7418 +2022-09-21 13:25:03,377 - mmdet - INFO - Epoch [10][500/7330] lr: 3.778e-07, eta: 1 day, 17:30:04, time: 0.762, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0350, loss_cls: 0.1793, acc: 93.5581, loss_bbox: 0.2235, loss_mask: 0.2283, loss: 0.6926 +2022-09-21 13:25:40,738 - mmdet - INFO - Epoch [10][550/7330] lr: 3.778e-07, eta: 1 day, 17:29:25, time: 0.747, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0367, loss_cls: 0.1768, acc: 93.5793, loss_bbox: 0.2226, loss_mask: 0.2271, loss: 0.6901 +2022-09-21 13:26:17,271 - mmdet - INFO - Epoch [10][600/7330] lr: 3.778e-07, eta: 1 day, 17:28:43, time: 0.730, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0343, loss_cls: 0.1806, acc: 93.5742, loss_bbox: 0.2230, loss_mask: 0.2278, loss: 0.6933 +2022-09-21 13:26:54,024 - mmdet - INFO - Epoch [10][650/7330] lr: 3.778e-07, eta: 1 day, 17:28:02, time: 0.735, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0335, loss_cls: 0.1715, acc: 93.8372, loss_bbox: 0.2204, loss_mask: 0.2321, loss: 0.6833 +2022-09-21 13:27:30,625 - mmdet - INFO - Epoch [10][700/7330] lr: 3.778e-07, eta: 1 day, 17:27:21, time: 0.732, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0316, loss_cls: 0.1615, acc: 94.2627, loss_bbox: 0.2082, loss_mask: 0.2196, loss: 0.6451 +2022-09-21 13:28:07,982 - mmdet - INFO - Epoch [10][750/7330] lr: 3.778e-07, eta: 1 day, 17:26:42, time: 0.747, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0336, loss_cls: 0.1724, acc: 93.8323, loss_bbox: 0.2203, loss_mask: 0.2252, loss: 0.6778 +2022-09-21 13:28:44,411 - mmdet - INFO - Epoch [10][800/7330] lr: 3.778e-07, eta: 1 day, 17:26:00, time: 0.729, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0343, loss_cls: 0.1850, acc: 93.2761, loss_bbox: 0.2338, loss_mask: 0.2376, loss: 0.7197 +2022-09-21 13:29:21,308 - mmdet - INFO - Epoch [10][850/7330] lr: 3.778e-07, eta: 1 day, 17:25:19, time: 0.738, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0363, loss_cls: 0.1817, acc: 93.5266, loss_bbox: 0.2257, loss_mask: 0.2229, loss: 0.6954 +2022-09-21 13:29:58,193 - mmdet - INFO - Epoch [10][900/7330] lr: 3.778e-07, eta: 1 day, 17:24:38, time: 0.738, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0332, loss_cls: 0.1652, acc: 93.9431, loss_bbox: 0.2180, loss_mask: 0.2249, loss: 0.6673 +2022-09-21 13:30:35,107 - mmdet - INFO - Epoch [10][950/7330] lr: 3.778e-07, eta: 1 day, 17:23:58, time: 0.738, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0319, loss_cls: 0.1704, acc: 93.9348, loss_bbox: 0.2189, loss_mask: 0.2227, loss: 0.6683 +2022-09-21 13:31:11,829 - mmdet - INFO - Epoch [10][1000/7330] lr: 3.778e-07, eta: 1 day, 17:23:17, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0360, loss_cls: 0.1762, acc: 93.5649, loss_bbox: 0.2244, loss_mask: 0.2299, loss: 0.6925 +2022-09-21 13:31:48,631 - mmdet - INFO - Epoch [10][1050/7330] lr: 3.778e-07, eta: 1 day, 17:22:36, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0330, loss_cls: 0.1725, acc: 93.8711, loss_bbox: 0.2177, loss_mask: 0.2300, loss: 0.6804 +2022-09-21 13:32:25,962 - mmdet - INFO - Epoch [10][1100/7330] lr: 3.778e-07, eta: 1 day, 17:21:57, time: 0.747, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0348, loss_cls: 0.1798, acc: 93.4456, loss_bbox: 0.2374, loss_mask: 0.2313, loss: 0.7098 +2022-09-21 13:33:03,900 - mmdet - INFO - Epoch [10][1150/7330] lr: 3.778e-07, eta: 1 day, 17:21:19, time: 0.759, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0357, loss_cls: 0.1831, acc: 93.4717, loss_bbox: 0.2273, loss_mask: 0.2266, loss: 0.7001 +2022-09-21 13:33:41,207 - mmdet - INFO - Epoch [10][1200/7330] lr: 3.778e-07, eta: 1 day, 17:20:40, time: 0.746, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0344, loss_cls: 0.1748, acc: 93.6521, loss_bbox: 0.2241, loss_mask: 0.2297, loss: 0.6886 +2022-09-21 13:34:17,595 - mmdet - INFO - Epoch [10][1250/7330] lr: 3.778e-07, eta: 1 day, 17:19:58, time: 0.728, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0333, loss_cls: 0.1756, acc: 93.6792, loss_bbox: 0.2229, loss_mask: 0.2266, loss: 0.6845 +2022-09-21 13:34:54,969 - mmdet - INFO - Epoch [10][1300/7330] lr: 3.778e-07, eta: 1 day, 17:19:18, time: 0.747, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0342, loss_cls: 0.1786, acc: 93.5425, loss_bbox: 0.2248, loss_mask: 0.2288, loss: 0.6937 +2022-09-21 13:35:32,237 - mmdet - INFO - Epoch [10][1350/7330] lr: 3.778e-07, eta: 1 day, 17:18:39, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0363, loss_cls: 0.1878, acc: 93.2771, loss_bbox: 0.2347, loss_mask: 0.2284, loss: 0.7137 +2022-09-21 13:36:08,983 - mmdet - INFO - Epoch [10][1400/7330] lr: 3.778e-07, eta: 1 day, 17:17:58, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0339, loss_cls: 0.1841, acc: 93.5225, loss_bbox: 0.2260, loss_mask: 0.2345, loss: 0.7063 +2022-09-21 13:36:46,097 - mmdet - INFO - Epoch [10][1450/7330] lr: 3.778e-07, eta: 1 day, 17:17:18, time: 0.742, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0352, loss_cls: 0.1815, acc: 93.5129, loss_bbox: 0.2261, loss_mask: 0.2284, loss: 0.6985 +2022-09-21 13:37:23,009 - mmdet - INFO - Epoch [10][1500/7330] lr: 3.778e-07, eta: 1 day, 17:16:37, time: 0.737, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0355, loss_cls: 0.1855, acc: 93.3391, loss_bbox: 0.2339, loss_mask: 0.2333, loss: 0.7153 +2022-09-21 13:38:00,715 - mmdet - INFO - Epoch [10][1550/7330] lr: 3.778e-07, eta: 1 day, 17:15:59, time: 0.755, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0350, loss_cls: 0.1756, acc: 93.7170, loss_bbox: 0.2210, loss_mask: 0.2285, loss: 0.6860 +2022-09-21 13:38:38,312 - mmdet - INFO - Epoch [10][1600/7330] lr: 3.778e-07, eta: 1 day, 17:15:21, time: 0.751, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0354, loss_cls: 0.1780, acc: 93.5889, loss_bbox: 0.2290, loss_mask: 0.2328, loss: 0.7042 +2022-09-21 13:39:16,243 - mmdet - INFO - Epoch [10][1650/7330] lr: 3.778e-07, eta: 1 day, 17:14:43, time: 0.760, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0338, loss_cls: 0.1678, acc: 94.0374, loss_bbox: 0.2103, loss_mask: 0.2226, loss: 0.6602 +2022-09-21 13:39:53,586 - mmdet - INFO - Epoch [10][1700/7330] lr: 3.778e-07, eta: 1 day, 17:14:04, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0382, loss_cls: 0.1891, acc: 93.2642, loss_bbox: 0.2385, loss_mask: 0.2389, loss: 0.7342 +2022-09-21 13:40:30,474 - mmdet - INFO - Epoch [10][1750/7330] lr: 3.778e-07, eta: 1 day, 17:13:24, time: 0.738, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0319, loss_cls: 0.1733, acc: 93.9434, loss_bbox: 0.2190, loss_mask: 0.2277, loss: 0.6768 +2022-09-21 13:41:07,355 - mmdet - INFO - Epoch [10][1800/7330] lr: 3.778e-07, eta: 1 day, 17:12:43, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0345, loss_cls: 0.1804, acc: 93.6111, loss_bbox: 0.2229, loss_mask: 0.2285, loss: 0.6938 +2022-09-21 13:41:44,338 - mmdet - INFO - Epoch [10][1850/7330] lr: 3.778e-07, eta: 1 day, 17:12:03, time: 0.740, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0355, loss_cls: 0.1715, acc: 93.7075, loss_bbox: 0.2197, loss_mask: 0.2284, loss: 0.6828 +2022-09-21 13:42:21,230 - mmdet - INFO - Epoch [10][1900/7330] lr: 3.778e-07, eta: 1 day, 17:11:22, time: 0.737, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0369, loss_cls: 0.1887, acc: 93.2512, loss_bbox: 0.2348, loss_mask: 0.2374, loss: 0.7270 +2022-09-21 13:42:58,222 - mmdet - INFO - Epoch [10][1950/7330] lr: 3.778e-07, eta: 1 day, 17:10:42, time: 0.740, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0340, loss_cls: 0.1820, acc: 93.5774, loss_bbox: 0.2256, loss_mask: 0.2284, loss: 0.6974 +2022-09-21 13:43:35,105 - mmdet - INFO - Epoch [10][2000/7330] lr: 3.778e-07, eta: 1 day, 17:10:01, time: 0.738, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0330, loss_cls: 0.1776, acc: 93.5649, loss_bbox: 0.2262, loss_mask: 0.2288, loss: 0.6919 +2022-09-21 13:44:12,549 - mmdet - INFO - Epoch [10][2050/7330] lr: 3.778e-07, eta: 1 day, 17:09:22, time: 0.748, data_time: 0.024, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0365, loss_cls: 0.1845, acc: 93.3005, loss_bbox: 0.2303, loss_mask: 0.2258, loss: 0.7045 +2022-09-21 13:44:50,374 - mmdet - INFO - Epoch [10][2100/7330] lr: 3.778e-07, eta: 1 day, 17:08:45, time: 0.757, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0336, loss_cls: 0.1696, acc: 93.9097, loss_bbox: 0.2133, loss_mask: 0.2253, loss: 0.6689 +2022-09-21 13:45:27,323 - mmdet - INFO - Epoch [10][2150/7330] lr: 3.778e-07, eta: 1 day, 17:08:04, time: 0.739, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0359, loss_cls: 0.1767, acc: 93.5767, loss_bbox: 0.2234, loss_mask: 0.2296, loss: 0.6932 +2022-09-21 13:46:03,767 - mmdet - INFO - Epoch [10][2200/7330] lr: 3.778e-07, eta: 1 day, 17:07:23, time: 0.729, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0340, loss_cls: 0.1773, acc: 93.6541, loss_bbox: 0.2247, loss_mask: 0.2320, loss: 0.6950 +2022-09-21 13:46:40,579 - mmdet - INFO - Epoch [10][2250/7330] lr: 3.778e-07, eta: 1 day, 17:06:42, time: 0.736, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0335, loss_cls: 0.1722, acc: 93.8770, loss_bbox: 0.2134, loss_mask: 0.2168, loss: 0.6626 +2022-09-21 13:47:18,085 - mmdet - INFO - Epoch [10][2300/7330] lr: 3.778e-07, eta: 1 day, 17:06:03, time: 0.750, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0330, loss_cls: 0.1694, acc: 93.8364, loss_bbox: 0.2212, loss_mask: 0.2233, loss: 0.6742 +2022-09-21 13:47:55,562 - mmdet - INFO - Epoch [10][2350/7330] lr: 3.778e-07, eta: 1 day, 17:05:24, time: 0.750, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0347, loss_cls: 0.1785, acc: 93.6548, loss_bbox: 0.2271, loss_mask: 0.2345, loss: 0.7011 +2022-09-21 13:48:32,181 - mmdet - INFO - Epoch [10][2400/7330] lr: 3.778e-07, eta: 1 day, 17:04:43, time: 0.731, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0326, loss_cls: 0.1694, acc: 93.9834, loss_bbox: 0.2134, loss_mask: 0.2286, loss: 0.6700 +2022-09-21 13:49:10,031 - mmdet - INFO - Epoch [10][2450/7330] lr: 3.778e-07, eta: 1 day, 17:04:05, time: 0.758, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0339, loss_cls: 0.1752, acc: 93.6963, loss_bbox: 0.2214, loss_mask: 0.2269, loss: 0.6842 +2022-09-21 13:49:46,418 - mmdet - INFO - Epoch [10][2500/7330] lr: 3.778e-07, eta: 1 day, 17:03:23, time: 0.727, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0353, loss_cls: 0.1855, acc: 93.3877, loss_bbox: 0.2295, loss_mask: 0.2341, loss: 0.7109 +2022-09-21 13:50:23,027 - mmdet - INFO - Epoch [10][2550/7330] lr: 3.778e-07, eta: 1 day, 17:02:42, time: 0.733, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0328, loss_cls: 0.1775, acc: 93.6304, loss_bbox: 0.2217, loss_mask: 0.2229, loss: 0.6815 +2022-09-21 13:51:00,499 - mmdet - INFO - Epoch [10][2600/7330] lr: 3.778e-07, eta: 1 day, 17:02:03, time: 0.749, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0355, loss_cls: 0.1808, acc: 93.5146, loss_bbox: 0.2256, loss_mask: 0.2282, loss: 0.6979 +2022-09-21 13:51:36,867 - mmdet - INFO - Epoch [10][2650/7330] lr: 3.778e-07, eta: 1 day, 17:01:21, time: 0.727, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0352, loss_cls: 0.1749, acc: 93.7639, loss_bbox: 0.2195, loss_mask: 0.2287, loss: 0.6846 +2022-09-21 13:52:13,268 - mmdet - INFO - Epoch [10][2700/7330] lr: 3.778e-07, eta: 1 day, 17:00:40, time: 0.728, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0321, loss_cls: 0.1717, acc: 93.8157, loss_bbox: 0.2217, loss_mask: 0.2256, loss: 0.6766 +2022-09-21 13:52:50,263 - mmdet - INFO - Epoch [10][2750/7330] lr: 3.778e-07, eta: 1 day, 16:59:59, time: 0.740, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0376, loss_cls: 0.1920, acc: 93.1013, loss_bbox: 0.2363, loss_mask: 0.2321, loss: 0.7257 +2022-09-21 13:53:27,600 - mmdet - INFO - Epoch [10][2800/7330] lr: 3.778e-07, eta: 1 day, 16:59:20, time: 0.747, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0351, loss_cls: 0.1765, acc: 93.5955, loss_bbox: 0.2293, loss_mask: 0.2284, loss: 0.6970 +2022-09-21 13:54:04,941 - mmdet - INFO - Epoch [10][2850/7330] lr: 3.778e-07, eta: 1 day, 16:58:41, time: 0.747, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0351, loss_cls: 0.1760, acc: 93.6628, loss_bbox: 0.2219, loss_mask: 0.2254, loss: 0.6861 +2022-09-21 13:54:41,880 - mmdet - INFO - Epoch [10][2900/7330] lr: 3.778e-07, eta: 1 day, 16:58:01, time: 0.738, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0320, loss_cls: 0.1786, acc: 93.6587, loss_bbox: 0.2215, loss_mask: 0.2242, loss: 0.6808 +2022-09-21 13:55:18,933 - mmdet - INFO - Epoch [10][2950/7330] lr: 3.778e-07, eta: 1 day, 16:57:21, time: 0.741, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0372, loss_cls: 0.1895, acc: 93.1824, loss_bbox: 0.2326, loss_mask: 0.2335, loss: 0.7202 +2022-09-21 13:55:55,414 - mmdet - INFO - Epoch [10][3000/7330] lr: 3.778e-07, eta: 1 day, 16:56:39, time: 0.730, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0370, loss_cls: 0.1787, acc: 93.5317, loss_bbox: 0.2307, loss_mask: 0.2279, loss: 0.7039 +2022-09-21 13:56:33,204 - mmdet - INFO - Epoch [10][3050/7330] lr: 3.778e-07, eta: 1 day, 16:56:01, time: 0.756, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0365, loss_cls: 0.1755, acc: 93.6531, loss_bbox: 0.2234, loss_mask: 0.2309, loss: 0.6930 +2022-09-21 13:57:09,305 - mmdet - INFO - Epoch [10][3100/7330] lr: 3.778e-07, eta: 1 day, 16:55:19, time: 0.722, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0359, loss_cls: 0.1745, acc: 93.8325, loss_bbox: 0.2165, loss_mask: 0.2284, loss: 0.6808 +2022-09-21 13:57:46,483 - mmdet - INFO - Epoch [10][3150/7330] lr: 3.778e-07, eta: 1 day, 16:54:39, time: 0.743, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0356, loss_cls: 0.1825, acc: 93.4719, loss_bbox: 0.2338, loss_mask: 0.2317, loss: 0.7125 +2022-09-21 13:58:23,052 - mmdet - INFO - Epoch [10][3200/7330] lr: 3.778e-07, eta: 1 day, 16:53:58, time: 0.732, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0345, loss_cls: 0.1772, acc: 93.6604, loss_bbox: 0.2258, loss_mask: 0.2342, loss: 0.6985 +2022-09-21 13:59:00,773 - mmdet - INFO - Epoch [10][3250/7330] lr: 3.778e-07, eta: 1 day, 16:53:20, time: 0.754, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0354, loss_cls: 0.1761, acc: 93.6475, loss_bbox: 0.2272, loss_mask: 0.2329, loss: 0.6999 +2022-09-21 13:59:38,046 - mmdet - INFO - Epoch [10][3300/7330] lr: 3.778e-07, eta: 1 day, 16:52:40, time: 0.745, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0348, loss_cls: 0.1762, acc: 93.6064, loss_bbox: 0.2267, loss_mask: 0.2248, loss: 0.6907 +2022-09-21 14:00:15,233 - mmdet - INFO - Epoch [10][3350/7330] lr: 3.778e-07, eta: 1 day, 16:52:01, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0344, loss_cls: 0.1815, acc: 93.4873, loss_bbox: 0.2258, loss_mask: 0.2295, loss: 0.6995 +2022-09-21 14:00:53,155 - mmdet - INFO - Epoch [10][3400/7330] lr: 3.778e-07, eta: 1 day, 16:51:23, time: 0.758, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0371, loss_cls: 0.1816, acc: 93.4417, loss_bbox: 0.2319, loss_mask: 0.2267, loss: 0.7046 +2022-09-21 14:01:30,371 - mmdet - INFO - Epoch [10][3450/7330] lr: 3.778e-07, eta: 1 day, 16:50:44, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0326, loss_cls: 0.1676, acc: 93.9058, loss_bbox: 0.2176, loss_mask: 0.2217, loss: 0.6641 +2022-09-21 14:02:07,290 - mmdet - INFO - Epoch [10][3500/7330] lr: 3.778e-07, eta: 1 day, 16:50:04, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0348, loss_cls: 0.1815, acc: 93.3645, loss_bbox: 0.2313, loss_mask: 0.2289, loss: 0.7041 +2022-09-21 14:02:43,977 - mmdet - INFO - Epoch [10][3550/7330] lr: 3.778e-07, eta: 1 day, 16:49:23, time: 0.734, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0348, loss_cls: 0.1792, acc: 93.4978, loss_bbox: 0.2278, loss_mask: 0.2307, loss: 0.6991 +2022-09-21 14:03:20,943 - mmdet - INFO - Epoch [10][3600/7330] lr: 3.778e-07, eta: 1 day, 16:48:42, time: 0.739, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0387, loss_cls: 0.1914, acc: 93.1917, loss_bbox: 0.2362, loss_mask: 0.2383, loss: 0.7334 +2022-09-21 14:03:58,199 - mmdet - INFO - Epoch [10][3650/7330] lr: 3.778e-07, eta: 1 day, 16:48:03, time: 0.746, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0354, loss_cls: 0.1777, acc: 93.5723, loss_bbox: 0.2263, loss_mask: 0.2278, loss: 0.6942 +2022-09-21 14:04:35,178 - mmdet - INFO - Epoch [10][3700/7330] lr: 3.778e-07, eta: 1 day, 16:47:23, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0367, loss_cls: 0.1804, acc: 93.4802, loss_bbox: 0.2296, loss_mask: 0.2317, loss: 0.7067 +2022-09-21 14:05:12,207 - mmdet - INFO - Epoch [10][3750/7330] lr: 3.778e-07, eta: 1 day, 16:46:43, time: 0.740, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0338, loss_cls: 0.1713, acc: 93.8662, loss_bbox: 0.2116, loss_mask: 0.2241, loss: 0.6668 +2022-09-21 14:05:49,320 - mmdet - INFO - Epoch [10][3800/7330] lr: 3.778e-07, eta: 1 day, 16:46:03, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0369, loss_cls: 0.1906, acc: 93.1692, loss_bbox: 0.2400, loss_mask: 0.2351, loss: 0.7309 +2022-09-21 14:06:26,841 - mmdet - INFO - Epoch [10][3850/7330] lr: 3.778e-07, eta: 1 day, 16:45:25, time: 0.750, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0363, loss_cls: 0.1865, acc: 93.3894, loss_bbox: 0.2311, loss_mask: 0.2356, loss: 0.7164 +2022-09-21 14:07:03,667 - mmdet - INFO - Epoch [10][3900/7330] lr: 3.778e-07, eta: 1 day, 16:44:44, time: 0.734, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0327, loss_cls: 0.1735, acc: 93.7827, loss_bbox: 0.2176, loss_mask: 0.2329, loss: 0.6817 +2022-09-21 14:07:41,123 - mmdet - INFO - Epoch [10][3950/7330] lr: 3.778e-07, eta: 1 day, 16:44:06, time: 0.753, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0382, loss_cls: 0.1908, acc: 93.0034, loss_bbox: 0.2442, loss_mask: 0.2341, loss: 0.7355 +2022-09-21 14:08:18,074 - mmdet - INFO - Epoch [10][4000/7330] lr: 3.778e-07, eta: 1 day, 16:43:25, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0375, loss_cls: 0.1878, acc: 93.2063, loss_bbox: 0.2363, loss_mask: 0.2316, loss: 0.7223 +2022-09-21 14:08:55,193 - mmdet - INFO - Epoch [10][4050/7330] lr: 3.778e-07, eta: 1 day, 16:42:46, time: 0.743, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0336, loss_cls: 0.1857, acc: 93.3279, loss_bbox: 0.2276, loss_mask: 0.2306, loss: 0.7037 +2022-09-21 14:09:33,250 - mmdet - INFO - Epoch [10][4100/7330] lr: 3.778e-07, eta: 1 day, 16:42:09, time: 0.761, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0347, loss_cls: 0.1767, acc: 93.6086, loss_bbox: 0.2222, loss_mask: 0.2297, loss: 0.6896 +2022-09-21 14:10:10,846 - mmdet - INFO - Epoch [10][4150/7330] lr: 3.778e-07, eta: 1 day, 16:41:30, time: 0.752, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0345, loss_cls: 0.1803, acc: 93.5840, loss_bbox: 0.2238, loss_mask: 0.2300, loss: 0.6970 +2022-09-21 14:10:47,983 - mmdet - INFO - Epoch [10][4200/7330] lr: 3.778e-07, eta: 1 day, 16:40:50, time: 0.742, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0353, loss_cls: 0.1794, acc: 93.6357, loss_bbox: 0.2231, loss_mask: 0.2286, loss: 0.6939 +2022-09-21 14:11:25,326 - mmdet - INFO - Epoch [10][4250/7330] lr: 3.778e-07, eta: 1 day, 16:40:11, time: 0.748, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0312, loss_cls: 0.1744, acc: 93.6897, loss_bbox: 0.2177, loss_mask: 0.2268, loss: 0.6775 +2022-09-21 14:12:03,116 - mmdet - INFO - Epoch [10][4300/7330] lr: 3.778e-07, eta: 1 day, 16:39:34, time: 0.755, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0364, loss_cls: 0.1864, acc: 93.2405, loss_bbox: 0.2290, loss_mask: 0.2283, loss: 0.7104 +2022-09-21 14:12:39,884 - mmdet - INFO - Epoch [10][4350/7330] lr: 3.778e-07, eta: 1 day, 16:38:53, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0332, loss_cls: 0.1842, acc: 93.4788, loss_bbox: 0.2266, loss_mask: 0.2291, loss: 0.7015 +2022-09-21 14:13:16,763 - mmdet - INFO - Epoch [10][4400/7330] lr: 3.778e-07, eta: 1 day, 16:38:13, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0347, loss_cls: 0.1779, acc: 93.6240, loss_bbox: 0.2251, loss_mask: 0.2340, loss: 0.6991 +2022-09-21 14:13:53,448 - mmdet - INFO - Epoch [10][4450/7330] lr: 3.778e-07, eta: 1 day, 16:37:32, time: 0.735, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0334, loss_cls: 0.1748, acc: 93.7742, loss_bbox: 0.2191, loss_mask: 0.2281, loss: 0.6837 +2022-09-21 14:14:30,155 - mmdet - INFO - Epoch [10][4500/7330] lr: 3.778e-07, eta: 1 day, 16:36:51, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0383, loss_cls: 0.1825, acc: 93.5061, loss_bbox: 0.2275, loss_mask: 0.2392, loss: 0.7162 +2022-09-21 14:15:06,707 - mmdet - INFO - Epoch [10][4550/7330] lr: 3.778e-07, eta: 1 day, 16:36:10, time: 0.731, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0329, loss_cls: 0.1847, acc: 93.4309, loss_bbox: 0.2275, loss_mask: 0.2364, loss: 0.7076 +2022-09-21 14:15:42,913 - mmdet - INFO - Epoch [10][4600/7330] lr: 3.778e-07, eta: 1 day, 16:35:28, time: 0.724, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0327, loss_cls: 0.1801, acc: 93.5562, loss_bbox: 0.2268, loss_mask: 0.2309, loss: 0.6981 +2022-09-21 14:16:19,898 - mmdet - INFO - Epoch [10][4650/7330] lr: 3.778e-07, eta: 1 day, 16:34:48, time: 0.739, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0344, loss_cls: 0.1823, acc: 93.5342, loss_bbox: 0.2252, loss_mask: 0.2310, loss: 0.6993 +2022-09-21 14:16:56,877 - mmdet - INFO - Epoch [10][4700/7330] lr: 3.778e-07, eta: 1 day, 16:34:08, time: 0.740, data_time: 0.025, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0369, loss_cls: 0.1852, acc: 93.2332, loss_bbox: 0.2327, loss_mask: 0.2342, loss: 0.7165 +2022-09-21 14:17:33,481 - mmdet - INFO - Epoch [10][4750/7330] lr: 3.778e-07, eta: 1 day, 16:33:27, time: 0.732, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0369, loss_cls: 0.1802, acc: 93.4263, loss_bbox: 0.2281, loss_mask: 0.2254, loss: 0.7004 +2022-09-21 14:18:10,670 - mmdet - INFO - Epoch [10][4800/7330] lr: 3.778e-07, eta: 1 day, 16:32:47, time: 0.744, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0349, loss_cls: 0.1776, acc: 93.6062, loss_bbox: 0.2276, loss_mask: 0.2307, loss: 0.6983 +2022-09-21 14:18:47,794 - mmdet - INFO - Epoch [10][4850/7330] lr: 3.778e-07, eta: 1 day, 16:32:07, time: 0.742, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0331, loss_cls: 0.1736, acc: 93.8076, loss_bbox: 0.2200, loss_mask: 0.2260, loss: 0.6779 +2022-09-21 14:19:24,560 - mmdet - INFO - Epoch [10][4900/7330] lr: 3.778e-07, eta: 1 day, 16:31:27, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0317, loss_cls: 0.1725, acc: 93.8452, loss_bbox: 0.2176, loss_mask: 0.2253, loss: 0.6724 +2022-09-21 14:20:02,780 - mmdet - INFO - Epoch [10][4950/7330] lr: 3.778e-07, eta: 1 day, 16:30:50, time: 0.764, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0375, loss_cls: 0.1815, acc: 93.4910, loss_bbox: 0.2274, loss_mask: 0.2317, loss: 0.7063 +2022-09-21 14:20:39,461 - mmdet - INFO - Epoch [10][5000/7330] lr: 3.778e-07, eta: 1 day, 16:30:09, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0380, loss_cls: 0.1809, acc: 93.3992, loss_bbox: 0.2296, loss_mask: 0.2292, loss: 0.7063 +2022-09-21 14:21:16,583 - mmdet - INFO - Epoch [10][5050/7330] lr: 3.778e-07, eta: 1 day, 16:29:30, time: 0.742, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0328, loss_cls: 0.1775, acc: 93.6782, loss_bbox: 0.2206, loss_mask: 0.2271, loss: 0.6842 +2022-09-21 14:21:54,013 - mmdet - INFO - Epoch [10][5100/7330] lr: 3.778e-07, eta: 1 day, 16:28:51, time: 0.747, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0372, loss_cls: 0.1811, acc: 93.3933, loss_bbox: 0.2265, loss_mask: 0.2269, loss: 0.6997 +2022-09-21 14:22:31,240 - mmdet - INFO - Epoch [10][5150/7330] lr: 3.778e-07, eta: 1 day, 16:28:12, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0351, loss_cls: 0.1762, acc: 93.7151, loss_bbox: 0.2216, loss_mask: 0.2231, loss: 0.6821 +2022-09-21 14:23:08,144 - mmdet - INFO - Epoch [10][5200/7330] lr: 3.778e-07, eta: 1 day, 16:27:31, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0351, loss_cls: 0.1883, acc: 93.2859, loss_bbox: 0.2315, loss_mask: 0.2282, loss: 0.7122 +2022-09-21 14:23:46,019 - mmdet - INFO - Epoch [10][5250/7330] lr: 3.778e-07, eta: 1 day, 16:26:54, time: 0.759, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0356, loss_cls: 0.1699, acc: 93.8794, loss_bbox: 0.2124, loss_mask: 0.2293, loss: 0.6772 +2022-09-21 14:24:22,785 - mmdet - INFO - Epoch [10][5300/7330] lr: 3.778e-07, eta: 1 day, 16:26:13, time: 0.735, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0336, loss_cls: 0.1751, acc: 93.7256, loss_bbox: 0.2201, loss_mask: 0.2259, loss: 0.6813 +2022-09-21 14:24:59,922 - mmdet - INFO - Epoch [10][5350/7330] lr: 3.778e-07, eta: 1 day, 16:25:34, time: 0.742, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0369, loss_cls: 0.1796, acc: 93.4385, loss_bbox: 0.2299, loss_mask: 0.2335, loss: 0.7072 +2022-09-21 14:25:37,908 - mmdet - INFO - Epoch [10][5400/7330] lr: 3.778e-07, eta: 1 day, 16:24:57, time: 0.760, data_time: 0.024, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0372, loss_cls: 0.1835, acc: 93.3218, loss_bbox: 0.2297, loss_mask: 0.2302, loss: 0.7082 +2022-09-21 14:26:14,976 - mmdet - INFO - Epoch [10][5450/7330] lr: 3.778e-07, eta: 1 day, 16:24:17, time: 0.741, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0349, loss_cls: 0.1770, acc: 93.6721, loss_bbox: 0.2215, loss_mask: 0.2204, loss: 0.6793 +2022-09-21 14:26:52,315 - mmdet - INFO - Epoch [10][5500/7330] lr: 3.778e-07, eta: 1 day, 16:23:37, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0357, loss_cls: 0.1877, acc: 93.1831, loss_bbox: 0.2356, loss_mask: 0.2311, loss: 0.7178 +2022-09-21 14:27:28,921 - mmdet - INFO - Epoch [10][5550/7330] lr: 3.778e-07, eta: 1 day, 16:22:57, time: 0.734, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0332, loss_cls: 0.1740, acc: 93.7178, loss_bbox: 0.2181, loss_mask: 0.2220, loss: 0.6729 +2022-09-21 14:28:06,345 - mmdet - INFO - Epoch [10][5600/7330] lr: 3.778e-07, eta: 1 day, 16:22:18, time: 0.749, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0355, loss_cls: 0.1818, acc: 93.3582, loss_bbox: 0.2377, loss_mask: 0.2318, loss: 0.7136 +2022-09-21 14:28:43,182 - mmdet - INFO - Epoch [10][5650/7330] lr: 3.778e-07, eta: 1 day, 16:21:38, time: 0.737, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0357, loss_cls: 0.1872, acc: 93.1838, loss_bbox: 0.2405, loss_mask: 0.2309, loss: 0.7233 +2022-09-21 14:29:20,314 - mmdet - INFO - Epoch [10][5700/7330] lr: 3.778e-07, eta: 1 day, 16:20:58, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0343, loss_cls: 0.1737, acc: 93.7444, loss_bbox: 0.2217, loss_mask: 0.2306, loss: 0.6858 +2022-09-21 14:29:57,263 - mmdet - INFO - Epoch [10][5750/7330] lr: 3.778e-07, eta: 1 day, 16:20:18, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0354, loss_cls: 0.1846, acc: 93.3889, loss_bbox: 0.2301, loss_mask: 0.2325, loss: 0.7114 +2022-09-21 14:30:34,387 - mmdet - INFO - Epoch [10][5800/7330] lr: 3.778e-07, eta: 1 day, 16:19:39, time: 0.744, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0383, loss_cls: 0.1792, acc: 93.5745, loss_bbox: 0.2256, loss_mask: 0.2345, loss: 0.7060 +2022-09-21 14:31:12,525 - mmdet - INFO - Epoch [10][5850/7330] lr: 3.778e-07, eta: 1 day, 16:19:02, time: 0.763, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0372, loss_cls: 0.1841, acc: 93.3997, loss_bbox: 0.2304, loss_mask: 0.2292, loss: 0.7087 +2022-09-21 14:31:48,868 - mmdet - INFO - Epoch [10][5900/7330] lr: 3.778e-07, eta: 1 day, 16:18:20, time: 0.727, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0323, loss_cls: 0.1731, acc: 93.7502, loss_bbox: 0.2197, loss_mask: 0.2224, loss: 0.6732 +2022-09-21 14:32:26,444 - mmdet - INFO - Epoch [10][5950/7330] lr: 3.778e-07, eta: 1 day, 16:17:42, time: 0.751, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0373, loss_cls: 0.1880, acc: 93.2517, loss_bbox: 0.2358, loss_mask: 0.2386, loss: 0.7273 +2022-09-21 14:33:03,500 - mmdet - INFO - Epoch [10][6000/7330] lr: 3.778e-07, eta: 1 day, 16:17:02, time: 0.741, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0356, loss_cls: 0.1916, acc: 93.1453, loss_bbox: 0.2375, loss_mask: 0.2333, loss: 0.7263 +2022-09-21 14:33:41,576 - mmdet - INFO - Epoch [10][6050/7330] lr: 3.778e-07, eta: 1 day, 16:16:25, time: 0.761, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0369, loss_cls: 0.1901, acc: 93.2354, loss_bbox: 0.2345, loss_mask: 0.2365, loss: 0.7265 +2022-09-21 14:34:18,232 - mmdet - INFO - Epoch [10][6100/7330] lr: 3.778e-07, eta: 1 day, 16:15:44, time: 0.733, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0352, loss_cls: 0.1813, acc: 93.4802, loss_bbox: 0.2268, loss_mask: 0.2303, loss: 0.6985 +2022-09-21 14:34:55,313 - mmdet - INFO - Epoch [10][6150/7330] lr: 3.778e-07, eta: 1 day, 16:15:05, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0331, loss_cls: 0.1767, acc: 93.8042, loss_bbox: 0.2197, loss_mask: 0.2311, loss: 0.6875 +2022-09-21 14:35:32,060 - mmdet - INFO - Epoch [10][6200/7330] lr: 3.778e-07, eta: 1 day, 16:14:24, time: 0.734, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0332, loss_cls: 0.1820, acc: 93.4287, loss_bbox: 0.2248, loss_mask: 0.2288, loss: 0.6962 +2022-09-21 14:36:10,397 - mmdet - INFO - Epoch [10][6250/7330] lr: 3.778e-07, eta: 1 day, 16:13:48, time: 0.768, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0334, loss_cls: 0.1768, acc: 93.6113, loss_bbox: 0.2218, loss_mask: 0.2239, loss: 0.6792 +2022-09-21 14:36:47,182 - mmdet - INFO - Epoch [10][6300/7330] lr: 3.778e-07, eta: 1 day, 16:13:07, time: 0.736, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0373, loss_cls: 0.1851, acc: 93.3755, loss_bbox: 0.2321, loss_mask: 0.2263, loss: 0.7080 +2022-09-21 14:37:24,367 - mmdet - INFO - Epoch [10][6350/7330] lr: 3.778e-07, eta: 1 day, 16:12:28, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0321, loss_cls: 0.1745, acc: 93.7568, loss_bbox: 0.2186, loss_mask: 0.2240, loss: 0.6745 +2022-09-21 14:38:01,106 - mmdet - INFO - Epoch [10][6400/7330] lr: 3.778e-07, eta: 1 day, 16:11:47, time: 0.736, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0353, loss_cls: 0.1811, acc: 93.5322, loss_bbox: 0.2253, loss_mask: 0.2284, loss: 0.6971 +2022-09-21 14:38:37,878 - mmdet - INFO - Epoch [10][6450/7330] lr: 3.778e-07, eta: 1 day, 16:11:07, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0348, loss_cls: 0.1768, acc: 93.6470, loss_bbox: 0.2230, loss_mask: 0.2278, loss: 0.6885 +2022-09-21 14:39:15,824 - mmdet - INFO - Epoch [10][6500/7330] lr: 3.778e-07, eta: 1 day, 16:10:30, time: 0.759, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0377, loss_cls: 0.1873, acc: 93.2563, loss_bbox: 0.2275, loss_mask: 0.2346, loss: 0.7154 +2022-09-21 14:39:53,242 - mmdet - INFO - Epoch [10][6550/7330] lr: 3.778e-07, eta: 1 day, 16:09:51, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0351, loss_cls: 0.1763, acc: 93.6128, loss_bbox: 0.2229, loss_mask: 0.2282, loss: 0.6886 +2022-09-21 14:40:31,048 - mmdet - INFO - Epoch [10][6600/7330] lr: 3.778e-07, eta: 1 day, 16:09:13, time: 0.757, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0355, loss_cls: 0.1832, acc: 93.4275, loss_bbox: 0.2279, loss_mask: 0.2336, loss: 0.7088 +2022-09-21 14:41:08,027 - mmdet - INFO - Epoch [10][6650/7330] lr: 3.778e-07, eta: 1 day, 16:08:33, time: 0.739, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0344, loss_cls: 0.1756, acc: 93.8059, loss_bbox: 0.2215, loss_mask: 0.2299, loss: 0.6894 +2022-09-21 14:41:45,802 - mmdet - INFO - Epoch [10][6700/7330] lr: 3.778e-07, eta: 1 day, 16:07:56, time: 0.756, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0334, loss_cls: 0.1602, acc: 94.1765, loss_bbox: 0.2133, loss_mask: 0.2361, loss: 0.6679 +2022-09-21 14:42:23,183 - mmdet - INFO - Epoch [10][6750/7330] lr: 3.778e-07, eta: 1 day, 16:07:17, time: 0.748, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0354, loss_cls: 0.1844, acc: 93.3118, loss_bbox: 0.2335, loss_mask: 0.2386, loss: 0.7198 +2022-09-21 14:42:59,910 - mmdet - INFO - Epoch [10][6800/7330] lr: 3.778e-07, eta: 1 day, 16:06:36, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0332, loss_cls: 0.1708, acc: 93.8750, loss_bbox: 0.2159, loss_mask: 0.2302, loss: 0.6772 +2022-09-21 14:43:37,237 - mmdet - INFO - Epoch [10][6850/7330] lr: 3.778e-07, eta: 1 day, 16:05:57, time: 0.746, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0358, loss_cls: 0.1824, acc: 93.4905, loss_bbox: 0.2293, loss_mask: 0.2343, loss: 0.7090 +2022-09-21 14:44:14,309 - mmdet - INFO - Epoch [10][6900/7330] lr: 3.778e-07, eta: 1 day, 16:05:18, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0321, loss_cls: 0.1754, acc: 93.7168, loss_bbox: 0.2183, loss_mask: 0.2307, loss: 0.6815 +2022-09-21 14:44:52,329 - mmdet - INFO - Epoch [10][6950/7330] lr: 3.778e-07, eta: 1 day, 16:04:40, time: 0.760, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0348, loss_cls: 0.1833, acc: 93.4314, loss_bbox: 0.2299, loss_mask: 0.2281, loss: 0.7029 +2022-09-21 14:45:29,841 - mmdet - INFO - Epoch [10][7000/7330] lr: 3.778e-07, eta: 1 day, 16:04:02, time: 0.751, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0347, loss_cls: 0.1757, acc: 93.5806, loss_bbox: 0.2195, loss_mask: 0.2276, loss: 0.6838 +2022-09-21 14:46:06,967 - mmdet - INFO - Epoch [10][7050/7330] lr: 3.778e-07, eta: 1 day, 16:03:22, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0352, loss_cls: 0.1798, acc: 93.6165, loss_bbox: 0.2253, loss_mask: 0.2277, loss: 0.6953 +2022-09-21 14:46:44,044 - mmdet - INFO - Epoch [10][7100/7330] lr: 3.778e-07, eta: 1 day, 16:02:43, time: 0.742, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0329, loss_cls: 0.1743, acc: 93.7249, loss_bbox: 0.2208, loss_mask: 0.2267, loss: 0.6819 +2022-09-21 14:47:21,949 - mmdet - INFO - Epoch [10][7150/7330] lr: 3.778e-07, eta: 1 day, 16:02:05, time: 0.758, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0327, loss_cls: 0.1674, acc: 94.0168, loss_bbox: 0.2157, loss_mask: 0.2347, loss: 0.6756 +2022-09-21 14:47:58,759 - mmdet - INFO - Epoch [10][7200/7330] lr: 3.778e-07, eta: 1 day, 16:01:25, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0359, loss_cls: 0.1836, acc: 93.5701, loss_bbox: 0.2232, loss_mask: 0.2285, loss: 0.6990 +2022-09-21 14:48:36,073 - mmdet - INFO - Epoch [10][7250/7330] lr: 3.778e-07, eta: 1 day, 16:00:46, time: 0.746, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0332, loss_cls: 0.1811, acc: 93.5447, loss_bbox: 0.2364, loss_mask: 0.2313, loss: 0.7078 +2022-09-21 14:49:13,476 - mmdet - INFO - Epoch [10][7300/7330] lr: 3.778e-07, eta: 1 day, 16:00:07, time: 0.747, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0352, loss_cls: 0.1860, acc: 93.2764, loss_bbox: 0.2339, loss_mask: 0.2329, loss: 0.7173 +2022-09-21 14:49:45,667 - mmdet - INFO - Saving checkpoint at 10 epochs +2022-09-21 14:52:29,391 - mmdet - INFO - Evaluating bbox... +2022-09-21 14:52:56,914 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.477 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.711 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.523 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.320 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.518 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.622 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.601 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.601 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.601 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.438 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.638 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.745 + +2022-09-21 14:52:56,914 - mmdet - INFO - Evaluating segm... +2022-09-21 14:53:29,850 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.430 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.682 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.459 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.238 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.466 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.630 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.548 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.548 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.548 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.375 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.591 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.715 + +2022-09-21 14:53:30,502 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 14:53:30,504 - mmdet - INFO - Epoch(val) [10][625] bbox_mAP: 0.4770, bbox_mAP_50: 0.7110, bbox_mAP_75: 0.5230, bbox_mAP_s: 0.3200, bbox_mAP_m: 0.5180, bbox_mAP_l: 0.6220, bbox_mAP_copypaste: 0.477 0.711 0.523 0.320 0.518 0.622, segm_mAP: 0.4300, segm_mAP_50: 0.6820, segm_mAP_75: 0.4590, segm_mAP_s: 0.2380, segm_mAP_m: 0.4660, segm_mAP_l: 0.6300, segm_mAP_copypaste: 0.430 0.682 0.459 0.238 0.466 0.630 +2022-09-21 14:55:54,003 - mmdet - INFO - Epoch [11][50/7330] lr: 3.778e-07, eta: 1 day, 16:02:42, time: 2.868, data_time: 2.128, memory: 54023, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0354, loss_cls: 0.1739, acc: 93.7356, loss_bbox: 0.2226, loss_mask: 0.2295, loss: 0.6893 +2022-09-21 14:56:31,383 - mmdet - INFO - Epoch [11][100/7330] lr: 3.778e-07, eta: 1 day, 16:02:03, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0335, loss_cls: 0.1699, acc: 93.9492, loss_bbox: 0.2128, loss_mask: 0.2246, loss: 0.6656 +2022-09-21 14:57:09,211 - mmdet - INFO - Epoch [11][150/7330] lr: 3.778e-07, eta: 1 day, 16:01:25, time: 0.758, data_time: 0.025, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0319, loss_cls: 0.1692, acc: 93.8625, loss_bbox: 0.2164, loss_mask: 0.2249, loss: 0.6687 +2022-09-21 14:57:46,659 - mmdet - INFO - Epoch [11][200/7330] lr: 3.778e-07, eta: 1 day, 16:00:47, time: 0.749, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0369, loss_cls: 0.1802, acc: 93.5415, loss_bbox: 0.2289, loss_mask: 0.2235, loss: 0.6991 +2022-09-21 14:58:23,728 - mmdet - INFO - Epoch [11][250/7330] lr: 3.778e-07, eta: 1 day, 16:00:07, time: 0.741, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0354, loss_cls: 0.1727, acc: 93.6509, loss_bbox: 0.2296, loss_mask: 0.2234, loss: 0.6891 +2022-09-21 14:59:01,266 - mmdet - INFO - Epoch [11][300/7330] lr: 3.778e-07, eta: 1 day, 15:59:28, time: 0.751, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0344, loss_cls: 0.1793, acc: 93.5581, loss_bbox: 0.2248, loss_mask: 0.2286, loss: 0.6942 +2022-09-21 14:59:38,319 - mmdet - INFO - Epoch [11][350/7330] lr: 3.778e-07, eta: 1 day, 15:58:48, time: 0.741, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0380, loss_cls: 0.1790, acc: 93.4863, loss_bbox: 0.2290, loss_mask: 0.2377, loss: 0.7112 +2022-09-21 15:00:15,700 - mmdet - INFO - Epoch [11][400/7330] lr: 3.778e-07, eta: 1 day, 15:58:09, time: 0.748, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0341, loss_cls: 0.1606, acc: 94.1274, loss_bbox: 0.2144, loss_mask: 0.2235, loss: 0.6588 +2022-09-21 15:00:53,463 - mmdet - INFO - Epoch [11][450/7330] lr: 3.778e-07, eta: 1 day, 15:57:31, time: 0.755, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0322, loss_cls: 0.1696, acc: 93.8098, loss_bbox: 0.2203, loss_mask: 0.2290, loss: 0.6745 +2022-09-21 15:01:30,646 - mmdet - INFO - Epoch [11][500/7330] lr: 3.778e-07, eta: 1 day, 15:56:52, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0355, loss_cls: 0.1762, acc: 93.6362, loss_bbox: 0.2261, loss_mask: 0.2284, loss: 0.6942 +2022-09-21 15:02:07,633 - mmdet - INFO - Epoch [11][550/7330] lr: 3.778e-07, eta: 1 day, 15:56:12, time: 0.740, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0385, loss_cls: 0.1898, acc: 92.9907, loss_bbox: 0.2404, loss_mask: 0.2291, loss: 0.7271 +2022-09-21 15:02:45,350 - mmdet - INFO - Epoch [11][600/7330] lr: 3.778e-07, eta: 1 day, 15:55:34, time: 0.754, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0341, loss_cls: 0.1791, acc: 93.5557, loss_bbox: 0.2215, loss_mask: 0.2241, loss: 0.6852 +2022-09-21 15:03:22,670 - mmdet - INFO - Epoch [11][650/7330] lr: 3.778e-07, eta: 1 day, 15:54:55, time: 0.746, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0374, loss_cls: 0.1876, acc: 93.2842, loss_bbox: 0.2335, loss_mask: 0.2299, loss: 0.7184 +2022-09-21 15:03:59,982 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 15:03:59,985 - mmdet - INFO - Epoch [11][700/7330] lr: 3.778e-07, eta: 1 day, 15:54:16, time: 0.746, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0347, loss_cls: 0.1713, acc: 93.8730, loss_bbox: 0.2119, loss_mask: 0.2197, loss: 0.6646 +2022-09-21 15:04:36,147 - mmdet - INFO - Epoch [11][750/7330] lr: 3.778e-07, eta: 1 day, 15:53:33, time: 0.723, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0320, loss_cls: 0.1654, acc: 94.0137, loss_bbox: 0.2149, loss_mask: 0.2176, loss: 0.6543 +2022-09-21 15:05:13,341 - mmdet - INFO - Epoch [11][800/7330] lr: 3.778e-07, eta: 1 day, 15:52:54, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0362, loss_cls: 0.1856, acc: 93.2490, loss_bbox: 0.2393, loss_mask: 0.2312, loss: 0.7187 +2022-09-21 15:05:50,792 - mmdet - INFO - Epoch [11][850/7330] lr: 3.778e-07, eta: 1 day, 15:52:15, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0361, loss_cls: 0.1779, acc: 93.6597, loss_bbox: 0.2194, loss_mask: 0.2210, loss: 0.6804 +2022-09-21 15:06:28,470 - mmdet - INFO - Epoch [11][900/7330] lr: 3.778e-07, eta: 1 day, 15:51:37, time: 0.753, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0356, loss_cls: 0.1805, acc: 93.4480, loss_bbox: 0.2305, loss_mask: 0.2296, loss: 0.7041 +2022-09-21 15:07:05,608 - mmdet - INFO - Epoch [11][950/7330] lr: 3.778e-07, eta: 1 day, 15:50:57, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0332, loss_cls: 0.1704, acc: 93.8845, loss_bbox: 0.2168, loss_mask: 0.2269, loss: 0.6723 +2022-09-21 15:07:42,393 - mmdet - INFO - Epoch [11][1000/7330] lr: 3.778e-07, eta: 1 day, 15:50:17, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0371, loss_cls: 0.1864, acc: 93.3040, loss_bbox: 0.2383, loss_mask: 0.2296, loss: 0.7189 +2022-09-21 15:08:18,785 - mmdet - INFO - Epoch [11][1050/7330] lr: 3.778e-07, eta: 1 day, 15:49:35, time: 0.728, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0331, loss_cls: 0.1753, acc: 93.7610, loss_bbox: 0.2214, loss_mask: 0.2250, loss: 0.6804 +2022-09-21 15:08:55,992 - mmdet - INFO - Epoch [11][1100/7330] lr: 3.778e-07, eta: 1 day, 15:48:56, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0335, loss_cls: 0.1722, acc: 93.8091, loss_bbox: 0.2177, loss_mask: 0.2285, loss: 0.6782 +2022-09-21 15:09:33,406 - mmdet - INFO - Epoch [11][1150/7330] lr: 3.778e-07, eta: 1 day, 15:48:17, time: 0.748, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0342, loss_cls: 0.1833, acc: 93.3594, loss_bbox: 0.2308, loss_mask: 0.2329, loss: 0.7065 +2022-09-21 15:10:10,503 - mmdet - INFO - Epoch [11][1200/7330] lr: 3.778e-07, eta: 1 day, 15:47:38, time: 0.742, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0369, loss_cls: 0.1853, acc: 93.2197, loss_bbox: 0.2335, loss_mask: 0.2328, loss: 0.7175 +2022-09-21 15:10:47,629 - mmdet - INFO - Epoch [11][1250/7330] lr: 3.778e-07, eta: 1 day, 15:46:58, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0373, loss_cls: 0.1800, acc: 93.5125, loss_bbox: 0.2298, loss_mask: 0.2332, loss: 0.7075 +2022-09-21 15:11:24,747 - mmdet - INFO - Epoch [11][1300/7330] lr: 3.778e-07, eta: 1 day, 15:46:18, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0366, loss_cls: 0.1855, acc: 93.1721, loss_bbox: 0.2359, loss_mask: 0.2378, loss: 0.7240 +2022-09-21 15:12:02,205 - mmdet - INFO - Epoch [11][1350/7330] lr: 3.778e-07, eta: 1 day, 15:45:39, time: 0.748, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0339, loss_cls: 0.1714, acc: 93.8440, loss_bbox: 0.2175, loss_mask: 0.2197, loss: 0.6671 +2022-09-21 15:12:38,862 - mmdet - INFO - Epoch [11][1400/7330] lr: 3.778e-07, eta: 1 day, 15:44:59, time: 0.734, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0345, loss_cls: 0.1781, acc: 93.5928, loss_bbox: 0.2233, loss_mask: 0.2212, loss: 0.6849 +2022-09-21 15:13:15,532 - mmdet - INFO - Epoch [11][1450/7330] lr: 3.778e-07, eta: 1 day, 15:44:18, time: 0.733, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0329, loss_cls: 0.1682, acc: 93.9153, loss_bbox: 0.2169, loss_mask: 0.2229, loss: 0.6678 +2022-09-21 15:13:52,991 - mmdet - INFO - Epoch [11][1500/7330] lr: 3.778e-07, eta: 1 day, 15:43:39, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0363, loss_cls: 0.1769, acc: 93.6584, loss_bbox: 0.2206, loss_mask: 0.2283, loss: 0.6903 +2022-09-21 15:14:31,185 - mmdet - INFO - Epoch [11][1550/7330] lr: 3.778e-07, eta: 1 day, 15:43:02, time: 0.764, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0349, loss_cls: 0.1744, acc: 93.7166, loss_bbox: 0.2217, loss_mask: 0.2283, loss: 0.6835 +2022-09-21 15:15:08,892 - mmdet - INFO - Epoch [11][1600/7330] lr: 3.778e-07, eta: 1 day, 15:42:24, time: 0.754, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0341, loss_cls: 0.1747, acc: 93.7502, loss_bbox: 0.2192, loss_mask: 0.2283, loss: 0.6805 +2022-09-21 15:15:46,077 - mmdet - INFO - Epoch [11][1650/7330] lr: 3.778e-07, eta: 1 day, 15:41:45, time: 0.745, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0352, loss_cls: 0.1750, acc: 93.6714, loss_bbox: 0.2261, loss_mask: 0.2305, loss: 0.6945 +2022-09-21 15:16:23,266 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 15:16:23,270 - mmdet - INFO - Epoch [11][1700/7330] lr: 3.778e-07, eta: 1 day, 15:41:05, time: 0.743, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0362, loss_cls: 0.1782, acc: 93.4954, loss_bbox: 0.2332, loss_mask: 0.2300, loss: 0.7065 +2022-09-21 15:17:01,043 - mmdet - INFO - Epoch [11][1750/7330] lr: 3.778e-07, eta: 1 day, 15:40:28, time: 0.756, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0365, loss_cls: 0.1840, acc: 93.3491, loss_bbox: 0.2321, loss_mask: 0.2357, loss: 0.7165 +2022-09-21 15:17:38,329 - mmdet - INFO - Epoch [11][1800/7330] lr: 3.778e-07, eta: 1 day, 15:39:48, time: 0.746, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0328, loss_cls: 0.1763, acc: 93.6575, loss_bbox: 0.2195, loss_mask: 0.2260, loss: 0.6792 +2022-09-21 15:18:16,117 - mmdet - INFO - Epoch [11][1850/7330] lr: 3.778e-07, eta: 1 day, 15:39:11, time: 0.756, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0348, loss_cls: 0.1767, acc: 93.5769, loss_bbox: 0.2228, loss_mask: 0.2273, loss: 0.6894 +2022-09-21 15:18:53,260 - mmdet - INFO - Epoch [11][1900/7330] lr: 3.778e-07, eta: 1 day, 15:38:31, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0366, loss_cls: 0.1772, acc: 93.6274, loss_bbox: 0.2230, loss_mask: 0.2318, loss: 0.6958 +2022-09-21 15:19:31,387 - mmdet - INFO - Epoch [11][1950/7330] lr: 3.778e-07, eta: 1 day, 15:37:54, time: 0.762, data_time: 0.027, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0353, loss_cls: 0.1784, acc: 93.5205, loss_bbox: 0.2257, loss_mask: 0.2318, loss: 0.6985 +2022-09-21 15:20:07,882 - mmdet - INFO - Epoch [11][2000/7330] lr: 3.778e-07, eta: 1 day, 15:37:13, time: 0.731, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0331, loss_cls: 0.1687, acc: 93.9097, loss_bbox: 0.2127, loss_mask: 0.2227, loss: 0.6625 +2022-09-21 15:20:45,278 - mmdet - INFO - Epoch [11][2050/7330] lr: 3.778e-07, eta: 1 day, 15:36:34, time: 0.748, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0374, loss_cls: 0.1848, acc: 93.3313, loss_bbox: 0.2330, loss_mask: 0.2306, loss: 0.7125 +2022-09-21 15:21:21,836 - mmdet - INFO - Epoch [11][2100/7330] lr: 3.778e-07, eta: 1 day, 15:35:53, time: 0.731, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0348, loss_cls: 0.1818, acc: 93.5063, loss_bbox: 0.2218, loss_mask: 0.2308, loss: 0.6960 +2022-09-21 15:21:59,388 - mmdet - INFO - Epoch [11][2150/7330] lr: 3.778e-07, eta: 1 day, 15:35:15, time: 0.751, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0339, loss_cls: 0.1719, acc: 93.8149, loss_bbox: 0.2210, loss_mask: 0.2293, loss: 0.6824 +2022-09-21 15:22:36,408 - mmdet - INFO - Epoch [11][2200/7330] lr: 3.778e-07, eta: 1 day, 15:34:35, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0332, loss_cls: 0.1673, acc: 93.9163, loss_bbox: 0.2149, loss_mask: 0.2211, loss: 0.6608 +2022-09-21 15:23:13,959 - mmdet - INFO - Epoch [11][2250/7330] lr: 3.778e-07, eta: 1 day, 15:33:56, time: 0.750, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0342, loss_cls: 0.1743, acc: 93.7239, loss_bbox: 0.2194, loss_mask: 0.2261, loss: 0.6796 +2022-09-21 15:23:51,125 - mmdet - INFO - Epoch [11][2300/7330] lr: 3.778e-07, eta: 1 day, 15:33:17, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0328, loss_cls: 0.1678, acc: 93.9802, loss_bbox: 0.2096, loss_mask: 0.2197, loss: 0.6562 +2022-09-21 15:24:27,629 - mmdet - INFO - Epoch [11][2350/7330] lr: 3.778e-07, eta: 1 day, 15:32:36, time: 0.730, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0324, loss_cls: 0.1662, acc: 93.9526, loss_bbox: 0.2129, loss_mask: 0.2252, loss: 0.6623 +2022-09-21 15:25:04,225 - mmdet - INFO - Epoch [11][2400/7330] lr: 3.778e-07, eta: 1 day, 15:31:55, time: 0.732, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0342, loss_cls: 0.1737, acc: 93.7800, loss_bbox: 0.2187, loss_mask: 0.2269, loss: 0.6795 +2022-09-21 15:25:40,657 - mmdet - INFO - Epoch [11][2450/7330] lr: 3.778e-07, eta: 1 day, 15:31:14, time: 0.729, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0340, loss_cls: 0.1783, acc: 93.6436, loss_bbox: 0.2221, loss_mask: 0.2247, loss: 0.6846 +2022-09-21 15:26:17,362 - mmdet - INFO - Epoch [11][2500/7330] lr: 3.778e-07, eta: 1 day, 15:30:33, time: 0.734, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0339, loss_cls: 0.1788, acc: 93.5710, loss_bbox: 0.2305, loss_mask: 0.2279, loss: 0.6971 +2022-09-21 15:26:53,373 - mmdet - INFO - Epoch [11][2550/7330] lr: 3.778e-07, eta: 1 day, 15:29:51, time: 0.720, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0348, loss_cls: 0.1721, acc: 93.7080, loss_bbox: 0.2245, loss_mask: 0.2272, loss: 0.6840 +2022-09-21 15:27:30,133 - mmdet - INFO - Epoch [11][2600/7330] lr: 3.778e-07, eta: 1 day, 15:29:10, time: 0.735, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0355, loss_cls: 0.1796, acc: 93.5051, loss_bbox: 0.2346, loss_mask: 0.2315, loss: 0.7070 +2022-09-21 15:28:07,026 - mmdet - INFO - Epoch [11][2650/7330] lr: 3.778e-07, eta: 1 day, 15:28:30, time: 0.738, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0339, loss_cls: 0.1755, acc: 93.6726, loss_bbox: 0.2171, loss_mask: 0.2301, loss: 0.6867 +2022-09-21 15:28:44,317 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 15:28:44,320 - mmdet - INFO - Epoch [11][2700/7330] lr: 3.778e-07, eta: 1 day, 15:27:51, time: 0.746, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0357, loss_cls: 0.1805, acc: 93.5142, loss_bbox: 0.2227, loss_mask: 0.2266, loss: 0.6944 +2022-09-21 15:29:20,799 - mmdet - INFO - Epoch [11][2750/7330] lr: 3.778e-07, eta: 1 day, 15:27:10, time: 0.729, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0347, loss_cls: 0.1790, acc: 93.5667, loss_bbox: 0.2225, loss_mask: 0.2231, loss: 0.6871 +2022-09-21 15:29:57,559 - mmdet - INFO - Epoch [11][2800/7330] lr: 3.778e-07, eta: 1 day, 15:26:30, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0330, loss_cls: 0.1711, acc: 93.8799, loss_bbox: 0.2183, loss_mask: 0.2257, loss: 0.6741 +2022-09-21 15:30:34,691 - mmdet - INFO - Epoch [11][2850/7330] lr: 3.778e-07, eta: 1 day, 15:25:50, time: 0.742, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0385, loss_cls: 0.1845, acc: 93.3752, loss_bbox: 0.2319, loss_mask: 0.2364, loss: 0.7196 +2022-09-21 15:31:12,027 - mmdet - INFO - Epoch [11][2900/7330] lr: 3.778e-07, eta: 1 day, 15:25:11, time: 0.747, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0355, loss_cls: 0.1830, acc: 93.3916, loss_bbox: 0.2299, loss_mask: 0.2244, loss: 0.6985 +2022-09-21 15:31:48,704 - mmdet - INFO - Epoch [11][2950/7330] lr: 3.778e-07, eta: 1 day, 15:24:31, time: 0.734, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0331, loss_cls: 0.1811, acc: 93.4973, loss_bbox: 0.2316, loss_mask: 0.2300, loss: 0.7019 +2022-09-21 15:32:25,076 - mmdet - INFO - Epoch [11][3000/7330] lr: 3.778e-07, eta: 1 day, 15:23:49, time: 0.727, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0356, loss_cls: 0.1803, acc: 93.4739, loss_bbox: 0.2307, loss_mask: 0.2307, loss: 0.7048 +2022-09-21 15:33:01,990 - mmdet - INFO - Epoch [11][3050/7330] lr: 3.778e-07, eta: 1 day, 15:23:09, time: 0.738, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0354, loss_cls: 0.1872, acc: 93.3838, loss_bbox: 0.2256, loss_mask: 0.2234, loss: 0.7011 +2022-09-21 15:33:39,665 - mmdet - INFO - Epoch [11][3100/7330] lr: 3.778e-07, eta: 1 day, 15:22:31, time: 0.754, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0359, loss_cls: 0.1796, acc: 93.4453, loss_bbox: 0.2276, loss_mask: 0.2315, loss: 0.7014 +2022-09-21 15:34:16,638 - mmdet - INFO - Epoch [11][3150/7330] lr: 3.778e-07, eta: 1 day, 15:21:51, time: 0.739, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0357, loss_cls: 0.1826, acc: 93.2996, loss_bbox: 0.2319, loss_mask: 0.2278, loss: 0.7064 +2022-09-21 15:34:53,993 - mmdet - INFO - Epoch [11][3200/7330] lr: 3.778e-07, eta: 1 day, 15:21:12, time: 0.747, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0350, loss_cls: 0.1722, acc: 93.7446, loss_bbox: 0.2147, loss_mask: 0.2299, loss: 0.6784 +2022-09-21 15:35:30,616 - mmdet - INFO - Epoch [11][3250/7330] lr: 3.778e-07, eta: 1 day, 15:20:32, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0324, loss_cls: 0.1730, acc: 93.7617, loss_bbox: 0.2178, loss_mask: 0.2240, loss: 0.6736 +2022-09-21 15:36:08,509 - mmdet - INFO - Epoch [11][3300/7330] lr: 3.778e-07, eta: 1 day, 15:19:54, time: 0.758, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0335, loss_cls: 0.1731, acc: 93.7734, loss_bbox: 0.2200, loss_mask: 0.2247, loss: 0.6754 +2022-09-21 15:36:46,135 - mmdet - INFO - Epoch [11][3350/7330] lr: 3.778e-07, eta: 1 day, 15:19:16, time: 0.753, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0356, loss_cls: 0.1820, acc: 93.4446, loss_bbox: 0.2316, loss_mask: 0.2273, loss: 0.7041 +2022-09-21 15:39:53,987 - mmdet - INFO - Epoch [11][3400/7330] lr: 3.778e-07, eta: 1 day, 15:24:44, time: 3.757, data_time: 2.992, memory: 54023, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0349, loss_cls: 0.1767, acc: 93.5439, loss_bbox: 0.2259, loss_mask: 0.2308, loss: 0.6962 +2022-09-21 15:40:30,303 - mmdet - INFO - Epoch [11][3450/7330] lr: 3.778e-07, eta: 1 day, 15:24:03, time: 0.726, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0331, loss_cls: 0.1758, acc: 93.6519, loss_bbox: 0.2230, loss_mask: 0.2232, loss: 0.6795 +2022-09-21 15:41:07,047 - mmdet - INFO - Epoch [11][3500/7330] lr: 3.778e-07, eta: 1 day, 15:23:22, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0370, loss_cls: 0.1851, acc: 93.4866, loss_bbox: 0.2318, loss_mask: 0.2351, loss: 0.7196 +2022-09-21 15:41:44,351 - mmdet - INFO - Epoch [11][3550/7330] lr: 3.778e-07, eta: 1 day, 15:22:43, time: 0.746, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0358, loss_cls: 0.1790, acc: 93.4658, loss_bbox: 0.2270, loss_mask: 0.2288, loss: 0.6987 +2022-09-21 15:42:20,866 - mmdet - INFO - Epoch [11][3600/7330] lr: 3.778e-07, eta: 1 day, 15:22:01, time: 0.730, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0326, loss_cls: 0.1748, acc: 93.6665, loss_bbox: 0.2257, loss_mask: 0.2340, loss: 0.6929 +2022-09-21 15:42:57,566 - mmdet - INFO - Epoch [11][3650/7330] lr: 3.778e-07, eta: 1 day, 15:21:20, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0362, loss_cls: 0.1778, acc: 93.6104, loss_bbox: 0.2228, loss_mask: 0.2285, loss: 0.6927 +2022-09-21 15:43:34,042 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 15:43:34,044 - mmdet - INFO - Epoch [11][3700/7330] lr: 3.778e-07, eta: 1 day, 15:20:39, time: 0.730, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0346, loss_cls: 0.1844, acc: 93.3496, loss_bbox: 0.2309, loss_mask: 0.2339, loss: 0.7122 +2022-09-21 15:44:10,769 - mmdet - INFO - Epoch [11][3750/7330] lr: 3.778e-07, eta: 1 day, 15:19:58, time: 0.735, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0322, loss_cls: 0.1748, acc: 93.5901, loss_bbox: 0.2261, loss_mask: 0.2261, loss: 0.6852 +2022-09-21 15:44:47,653 - mmdet - INFO - Epoch [11][3800/7330] lr: 3.778e-07, eta: 1 day, 15:19:18, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0356, loss_cls: 0.1824, acc: 93.2729, loss_bbox: 0.2343, loss_mask: 0.2337, loss: 0.7123 +2022-09-21 15:45:24,980 - mmdet - INFO - Epoch [11][3850/7330] lr: 3.778e-07, eta: 1 day, 15:18:39, time: 0.746, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0360, loss_cls: 0.1825, acc: 93.4517, loss_bbox: 0.2257, loss_mask: 0.2261, loss: 0.6992 +2022-09-21 15:48:17,768 - mmdet - INFO - Epoch [11][3900/7330] lr: 3.778e-07, eta: 1 day, 15:23:27, time: 3.457, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0337, loss_cls: 0.1796, acc: 93.5532, loss_bbox: 0.2282, loss_mask: 0.2298, loss: 0.6971 +2022-09-21 15:48:53,677 - mmdet - INFO - Epoch [11][3950/7330] lr: 3.778e-07, eta: 1 day, 15:22:44, time: 0.718, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0342, loss_cls: 0.1773, acc: 93.5557, loss_bbox: 0.2222, loss_mask: 0.2251, loss: 0.6875 +2022-09-21 15:49:30,949 - mmdet - INFO - Epoch [11][4000/7330] lr: 3.778e-07, eta: 1 day, 15:22:04, time: 0.744, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0340, loss_cls: 0.1752, acc: 93.8430, loss_bbox: 0.2207, loss_mask: 0.2249, loss: 0.6811 +2022-09-21 15:50:07,179 - mmdet - INFO - Epoch [11][4050/7330] lr: 3.778e-07, eta: 1 day, 15:21:22, time: 0.726, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0345, loss_cls: 0.1736, acc: 93.8154, loss_bbox: 0.2193, loss_mask: 0.2204, loss: 0.6736 +2022-09-21 15:50:43,583 - mmdet - INFO - Epoch [11][4100/7330] lr: 3.778e-07, eta: 1 day, 15:20:40, time: 0.728, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0315, loss_cls: 0.1695, acc: 93.9456, loss_bbox: 0.2148, loss_mask: 0.2273, loss: 0.6693 +2022-09-21 15:51:21,192 - mmdet - INFO - Epoch [11][4150/7330] lr: 3.778e-07, eta: 1 day, 15:20:02, time: 0.752, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0342, loss_cls: 0.1735, acc: 93.7949, loss_bbox: 0.2210, loss_mask: 0.2247, loss: 0.6786 +2022-09-21 15:51:58,132 - mmdet - INFO - Epoch [11][4200/7330] lr: 3.778e-07, eta: 1 day, 15:19:21, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0361, loss_cls: 0.1723, acc: 93.6633, loss_bbox: 0.2209, loss_mask: 0.2268, loss: 0.6836 +2022-09-21 15:52:35,106 - mmdet - INFO - Epoch [11][4250/7330] lr: 3.778e-07, eta: 1 day, 15:18:41, time: 0.739, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0342, loss_cls: 0.1832, acc: 93.4670, loss_bbox: 0.2220, loss_mask: 0.2263, loss: 0.6932 +2022-09-21 15:53:12,264 - mmdet - INFO - Epoch [11][4300/7330] lr: 3.778e-07, eta: 1 day, 15:18:01, time: 0.743, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0345, loss_cls: 0.1712, acc: 93.8777, loss_bbox: 0.2176, loss_mask: 0.2261, loss: 0.6747 +2022-09-21 15:53:49,409 - mmdet - INFO - Epoch [11][4350/7330] lr: 3.778e-07, eta: 1 day, 15:17:21, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0347, loss_cls: 0.1719, acc: 93.6584, loss_bbox: 0.2268, loss_mask: 0.2270, loss: 0.6865 +2022-09-21 15:54:26,613 - mmdet - INFO - Epoch [11][4400/7330] lr: 3.778e-07, eta: 1 day, 15:16:41, time: 0.744, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0342, loss_cls: 0.1792, acc: 93.4788, loss_bbox: 0.2307, loss_mask: 0.2246, loss: 0.6951 +2022-09-21 15:55:03,637 - mmdet - INFO - Epoch [11][4450/7330] lr: 3.778e-07, eta: 1 day, 15:16:01, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0320, loss_cls: 0.1656, acc: 94.0781, loss_bbox: 0.2151, loss_mask: 0.2274, loss: 0.6659 +2022-09-21 15:55:40,452 - mmdet - INFO - Epoch [11][4500/7330] lr: 3.778e-07, eta: 1 day, 15:15:20, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0356, loss_cls: 0.1772, acc: 93.6377, loss_bbox: 0.2194, loss_mask: 0.2281, loss: 0.6903 +2022-09-21 15:56:17,752 - mmdet - INFO - Epoch [11][4550/7330] lr: 3.778e-07, eta: 1 day, 15:14:40, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0351, loss_cls: 0.1801, acc: 93.5835, loss_bbox: 0.2239, loss_mask: 0.2255, loss: 0.6906 +2022-09-21 15:56:53,993 - mmdet - INFO - Epoch [11][4600/7330] lr: 3.778e-07, eta: 1 day, 15:13:58, time: 0.725, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0338, loss_cls: 0.1698, acc: 93.8118, loss_bbox: 0.2118, loss_mask: 0.2291, loss: 0.6707 +2022-09-21 15:57:30,865 - mmdet - INFO - Epoch [11][4650/7330] lr: 3.778e-07, eta: 1 day, 15:13:18, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0359, loss_cls: 0.1714, acc: 93.8091, loss_bbox: 0.2186, loss_mask: 0.2203, loss: 0.6744 +2022-09-21 15:58:07,934 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 15:58:07,935 - mmdet - INFO - Epoch [11][4700/7330] lr: 3.778e-07, eta: 1 day, 15:12:38, time: 0.741, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0336, loss_cls: 0.1754, acc: 93.6328, loss_bbox: 0.2204, loss_mask: 0.2263, loss: 0.6835 +2022-09-21 15:58:45,411 - mmdet - INFO - Epoch [11][4750/7330] lr: 3.778e-07, eta: 1 day, 15:11:58, time: 0.749, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0345, loss_cls: 0.1753, acc: 93.5938, loss_bbox: 0.2192, loss_mask: 0.2323, loss: 0.6891 +2022-09-21 15:59:21,898 - mmdet - INFO - Epoch [11][4800/7330] lr: 3.778e-07, eta: 1 day, 15:11:17, time: 0.730, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0307, loss_cls: 0.1680, acc: 93.8542, loss_bbox: 0.2131, loss_mask: 0.2165, loss: 0.6519 +2022-09-21 15:59:59,171 - mmdet - INFO - Epoch [11][4850/7330] lr: 3.778e-07, eta: 1 day, 15:10:37, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0335, loss_cls: 0.1722, acc: 93.9426, loss_bbox: 0.2155, loss_mask: 0.2258, loss: 0.6728 +2022-09-21 16:00:36,143 - mmdet - INFO - Epoch [11][4900/7330] lr: 3.778e-07, eta: 1 day, 15:09:57, time: 0.739, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0324, loss_cls: 0.1711, acc: 93.7573, loss_bbox: 0.2163, loss_mask: 0.2301, loss: 0.6745 +2022-09-21 16:01:12,894 - mmdet - INFO - Epoch [11][4950/7330] lr: 3.778e-07, eta: 1 day, 15:09:16, time: 0.735, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0329, loss_cls: 0.1717, acc: 93.7922, loss_bbox: 0.2211, loss_mask: 0.2273, loss: 0.6798 +2022-09-21 16:01:49,391 - mmdet - INFO - Epoch [11][5000/7330] lr: 3.778e-07, eta: 1 day, 15:08:35, time: 0.730, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0367, loss_cls: 0.1828, acc: 93.4368, loss_bbox: 0.2307, loss_mask: 0.2357, loss: 0.7161 +2022-09-21 16:02:26,708 - mmdet - INFO - Epoch [11][5050/7330] lr: 3.778e-07, eta: 1 day, 15:07:55, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0348, loss_cls: 0.1759, acc: 93.6973, loss_bbox: 0.2235, loss_mask: 0.2235, loss: 0.6861 +2022-09-21 16:03:04,024 - mmdet - INFO - Epoch [11][5100/7330] lr: 3.778e-07, eta: 1 day, 15:07:16, time: 0.746, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0363, loss_cls: 0.1840, acc: 93.3799, loss_bbox: 0.2277, loss_mask: 0.2290, loss: 0.7042 +2022-09-21 16:03:41,077 - mmdet - INFO - Epoch [11][5150/7330] lr: 3.778e-07, eta: 1 day, 15:06:35, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0362, loss_cls: 0.1833, acc: 93.4780, loss_bbox: 0.2263, loss_mask: 0.2299, loss: 0.7030 +2022-09-21 16:04:18,193 - mmdet - INFO - Epoch [11][5200/7330] lr: 3.778e-07, eta: 1 day, 15:05:56, time: 0.742, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0331, loss_cls: 0.1744, acc: 93.7100, loss_bbox: 0.2161, loss_mask: 0.2302, loss: 0.6805 +2022-09-21 16:04:55,375 - mmdet - INFO - Epoch [11][5250/7330] lr: 3.778e-07, eta: 1 day, 15:05:16, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0361, loss_cls: 0.1805, acc: 93.5300, loss_bbox: 0.2283, loss_mask: 0.2260, loss: 0.6977 +2022-09-21 16:05:32,256 - mmdet - INFO - Epoch [11][5300/7330] lr: 3.778e-07, eta: 1 day, 15:04:35, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0335, loss_cls: 0.1704, acc: 93.8086, loss_bbox: 0.2216, loss_mask: 0.2249, loss: 0.6744 +2022-09-21 16:06:09,179 - mmdet - INFO - Epoch [11][5350/7330] lr: 3.778e-07, eta: 1 day, 15:03:55, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0345, loss_cls: 0.1840, acc: 93.4199, loss_bbox: 0.2289, loss_mask: 0.2227, loss: 0.6986 +2022-09-21 16:06:45,646 - mmdet - INFO - Epoch [11][5400/7330] lr: 3.778e-07, eta: 1 day, 15:03:13, time: 0.729, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0329, loss_cls: 0.1699, acc: 94.0557, loss_bbox: 0.2151, loss_mask: 0.2218, loss: 0.6672 +2022-09-21 16:07:22,540 - mmdet - INFO - Epoch [11][5450/7330] lr: 3.778e-07, eta: 1 day, 15:02:33, time: 0.737, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0337, loss_cls: 0.1708, acc: 93.8440, loss_bbox: 0.2172, loss_mask: 0.2286, loss: 0.6779 +2022-09-21 16:07:59,764 - mmdet - INFO - Epoch [11][5500/7330] lr: 3.778e-07, eta: 1 day, 15:01:53, time: 0.745, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0366, loss_cls: 0.1855, acc: 93.3960, loss_bbox: 0.2326, loss_mask: 0.2298, loss: 0.7121 +2022-09-21 16:08:36,654 - mmdet - INFO - Epoch [11][5550/7330] lr: 3.778e-07, eta: 1 day, 15:01:13, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0344, loss_cls: 0.1696, acc: 93.8706, loss_bbox: 0.2224, loss_mask: 0.2201, loss: 0.6718 +2022-09-21 16:09:14,153 - mmdet - INFO - Epoch [11][5600/7330] lr: 3.778e-07, eta: 1 day, 15:00:34, time: 0.750, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0319, loss_cls: 0.1680, acc: 93.9775, loss_bbox: 0.2131, loss_mask: 0.2229, loss: 0.6575 +2022-09-21 16:09:51,456 - mmdet - INFO - Epoch [11][5650/7330] lr: 3.778e-07, eta: 1 day, 14:59:54, time: 0.746, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0340, loss_cls: 0.1734, acc: 93.7476, loss_bbox: 0.2137, loss_mask: 0.2156, loss: 0.6611 +2022-09-21 16:10:28,368 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 16:10:28,421 - mmdet - INFO - Epoch [11][5700/7330] lr: 3.778e-07, eta: 1 day, 14:59:14, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0320, loss_cls: 0.1721, acc: 93.7546, loss_bbox: 0.2182, loss_mask: 0.2269, loss: 0.6750 +2022-09-21 16:11:05,300 - mmdet - INFO - Epoch [11][5750/7330] lr: 3.778e-07, eta: 1 day, 14:58:33, time: 0.738, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0340, loss_cls: 0.1755, acc: 93.7671, loss_bbox: 0.2170, loss_mask: 0.2289, loss: 0.6841 +2022-09-21 16:11:42,418 - mmdet - INFO - Epoch [11][5800/7330] lr: 3.778e-07, eta: 1 day, 14:57:53, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0353, loss_cls: 0.1773, acc: 93.6016, loss_bbox: 0.2225, loss_mask: 0.2232, loss: 0.6849 +2022-09-21 16:12:19,773 - mmdet - INFO - Epoch [11][5850/7330] lr: 3.778e-07, eta: 1 day, 14:57:14, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0345, loss_cls: 0.1817, acc: 93.3660, loss_bbox: 0.2287, loss_mask: 0.2244, loss: 0.6949 +2022-09-21 16:12:56,018 - mmdet - INFO - Epoch [11][5900/7330] lr: 3.778e-07, eta: 1 day, 14:56:32, time: 0.725, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0342, loss_cls: 0.1746, acc: 93.7205, loss_bbox: 0.2202, loss_mask: 0.2252, loss: 0.6803 +2022-09-21 16:13:32,892 - mmdet - INFO - Epoch [11][5950/7330] lr: 3.778e-07, eta: 1 day, 14:55:52, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0365, loss_cls: 0.1832, acc: 93.2756, loss_bbox: 0.2299, loss_mask: 0.2321, loss: 0.7104 +2022-09-21 16:14:09,751 - mmdet - INFO - Epoch [11][6000/7330] lr: 3.778e-07, eta: 1 day, 14:55:11, time: 0.737, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0332, loss_cls: 0.1702, acc: 93.9414, loss_bbox: 0.2169, loss_mask: 0.2263, loss: 0.6721 +2022-09-21 16:14:47,876 - mmdet - INFO - Epoch [11][6050/7330] lr: 3.778e-07, eta: 1 day, 14:54:33, time: 0.762, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0378, loss_cls: 0.1829, acc: 93.3442, loss_bbox: 0.2356, loss_mask: 0.2266, loss: 0.7120 +2022-09-21 16:15:25,154 - mmdet - INFO - Epoch [11][6100/7330] lr: 3.778e-07, eta: 1 day, 14:53:54, time: 0.746, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0356, loss_cls: 0.1768, acc: 93.6948, loss_bbox: 0.2229, loss_mask: 0.2224, loss: 0.6836 +2022-09-21 16:16:01,945 - mmdet - INFO - Epoch [11][6150/7330] lr: 3.778e-07, eta: 1 day, 14:53:13, time: 0.736, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0352, loss_cls: 0.1771, acc: 93.5886, loss_bbox: 0.2266, loss_mask: 0.2343, loss: 0.7012 +2022-09-21 16:16:39,146 - mmdet - INFO - Epoch [11][6200/7330] lr: 3.778e-07, eta: 1 day, 14:52:34, time: 0.744, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0392, loss_cls: 0.1924, acc: 93.1646, loss_bbox: 0.2394, loss_mask: 0.2337, loss: 0.7350 +2022-09-21 16:17:16,946 - mmdet - INFO - Epoch [11][6250/7330] lr: 3.778e-07, eta: 1 day, 14:51:55, time: 0.756, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0358, loss_cls: 0.1752, acc: 93.6902, loss_bbox: 0.2206, loss_mask: 0.2277, loss: 0.6877 +2022-09-21 16:17:54,430 - mmdet - INFO - Epoch [11][6300/7330] lr: 3.778e-07, eta: 1 day, 14:51:16, time: 0.750, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0309, loss_cls: 0.1733, acc: 93.7915, loss_bbox: 0.2140, loss_mask: 0.2217, loss: 0.6651 +2022-09-21 16:18:31,987 - mmdet - INFO - Epoch [11][6350/7330] lr: 3.778e-07, eta: 1 day, 14:50:37, time: 0.751, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0328, loss_cls: 0.1788, acc: 93.6580, loss_bbox: 0.2176, loss_mask: 0.2256, loss: 0.6819 +2022-09-21 16:19:09,069 - mmdet - INFO - Epoch [11][6400/7330] lr: 3.778e-07, eta: 1 day, 14:49:57, time: 0.741, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0349, loss_cls: 0.1759, acc: 93.6145, loss_bbox: 0.2236, loss_mask: 0.2221, loss: 0.6818 +2022-09-21 16:19:46,003 - mmdet - INFO - Epoch [11][6450/7330] lr: 3.778e-07, eta: 1 day, 14:49:17, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0338, loss_cls: 0.1740, acc: 93.6201, loss_bbox: 0.2228, loss_mask: 0.2191, loss: 0.6762 +2022-09-21 16:20:23,383 - mmdet - INFO - Epoch [11][6500/7330] lr: 3.778e-07, eta: 1 day, 14:48:38, time: 0.747, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0334, loss_cls: 0.1767, acc: 93.5293, loss_bbox: 0.2231, loss_mask: 0.2221, loss: 0.6800 +2022-09-21 16:21:01,251 - mmdet - INFO - Epoch [11][6550/7330] lr: 3.778e-07, eta: 1 day, 14:48:00, time: 0.758, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0355, loss_cls: 0.1742, acc: 93.6685, loss_bbox: 0.2232, loss_mask: 0.2280, loss: 0.6872 +2022-09-21 16:21:38,322 - mmdet - INFO - Epoch [11][6600/7330] lr: 3.778e-07, eta: 1 day, 14:47:20, time: 0.741, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0335, loss_cls: 0.1730, acc: 93.7891, loss_bbox: 0.2178, loss_mask: 0.2248, loss: 0.6773 +2022-09-21 16:22:16,173 - mmdet - INFO - Epoch [11][6650/7330] lr: 3.778e-07, eta: 1 day, 14:46:42, time: 0.757, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0356, loss_cls: 0.1817, acc: 93.3859, loss_bbox: 0.2309, loss_mask: 0.2274, loss: 0.7040 +2022-09-21 16:22:52,872 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 16:22:52,873 - mmdet - INFO - Epoch [11][6700/7330] lr: 3.778e-07, eta: 1 day, 14:46:01, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0336, loss_cls: 0.1673, acc: 94.0203, loss_bbox: 0.2138, loss_mask: 0.2226, loss: 0.6638 +2022-09-21 16:23:29,603 - mmdet - INFO - Epoch [11][6750/7330] lr: 3.778e-07, eta: 1 day, 14:45:20, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0334, loss_cls: 0.1759, acc: 93.7664, loss_bbox: 0.2194, loss_mask: 0.2286, loss: 0.6826 +2022-09-21 16:24:06,609 - mmdet - INFO - Epoch [11][6800/7330] lr: 3.778e-07, eta: 1 day, 14:44:40, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0335, loss_cls: 0.1820, acc: 93.4009, loss_bbox: 0.2255, loss_mask: 0.2274, loss: 0.6946 +2022-09-21 16:24:43,172 - mmdet - INFO - Epoch [11][6850/7330] lr: 3.778e-07, eta: 1 day, 14:43:59, time: 0.731, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0362, loss_cls: 0.1807, acc: 93.5217, loss_bbox: 0.2258, loss_mask: 0.2292, loss: 0.6995 +2022-09-21 16:25:20,746 - mmdet - INFO - Epoch [11][6900/7330] lr: 3.778e-07, eta: 1 day, 14:43:20, time: 0.751, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0361, loss_cls: 0.1917, acc: 93.2322, loss_bbox: 0.2340, loss_mask: 0.2315, loss: 0.7216 +2022-09-21 16:25:57,767 - mmdet - INFO - Epoch [11][6950/7330] lr: 3.778e-07, eta: 1 day, 14:42:40, time: 0.740, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0348, loss_cls: 0.1771, acc: 93.6592, loss_bbox: 0.2208, loss_mask: 0.2271, loss: 0.6879 +2022-09-21 16:26:35,199 - mmdet - INFO - Epoch [11][7000/7330] lr: 3.778e-07, eta: 1 day, 14:42:01, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0366, loss_cls: 0.1742, acc: 93.7507, loss_bbox: 0.2207, loss_mask: 0.2293, loss: 0.6890 +2022-09-21 16:27:12,571 - mmdet - INFO - Epoch [11][7050/7330] lr: 3.778e-07, eta: 1 day, 14:41:22, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0324, loss_cls: 0.1733, acc: 93.6812, loss_bbox: 0.2193, loss_mask: 0.2242, loss: 0.6746 +2022-09-21 16:27:50,119 - mmdet - INFO - Epoch [11][7100/7330] lr: 3.778e-07, eta: 1 day, 14:40:43, time: 0.750, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0316, loss_cls: 0.1757, acc: 93.6960, loss_bbox: 0.2137, loss_mask: 0.2208, loss: 0.6654 +2022-09-21 16:28:26,531 - mmdet - INFO - Epoch [11][7150/7330] lr: 3.778e-07, eta: 1 day, 14:40:01, time: 0.728, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0330, loss_cls: 0.1724, acc: 93.7322, loss_bbox: 0.2206, loss_mask: 0.2261, loss: 0.6757 +2022-09-21 16:29:03,644 - mmdet - INFO - Epoch [11][7200/7330] lr: 3.778e-07, eta: 1 day, 14:39:21, time: 0.743, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0350, loss_cls: 0.1779, acc: 93.6082, loss_bbox: 0.2227, loss_mask: 0.2287, loss: 0.6920 +2022-09-21 16:30:13,418 - mmdet - INFO - Epoch [11][7250/7330] lr: 3.778e-07, eta: 1 day, 14:39:56, time: 1.395, data_time: 0.639, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0366, loss_cls: 0.1767, acc: 93.6802, loss_bbox: 0.2230, loss_mask: 0.2287, loss: 0.6931 +2022-09-21 16:30:50,963 - mmdet - INFO - Epoch [11][7300/7330] lr: 3.778e-07, eta: 1 day, 14:39:17, time: 0.749, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0325, loss_cls: 0.1665, acc: 93.9314, loss_bbox: 0.2176, loss_mask: 0.2270, loss: 0.6693 +2022-09-21 16:31:23,269 - mmdet - INFO - Saving checkpoint at 11 epochs +2022-09-21 16:34:14,762 - mmdet - INFO - Evaluating bbox... +2022-09-21 16:34:41,178 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.479 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.714 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.528 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.324 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.519 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.623 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.607 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.607 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.607 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.440 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.647 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.747 + +2022-09-21 16:34:41,179 - mmdet - INFO - Evaluating segm... +2022-09-21 16:35:13,286 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.431 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.682 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.462 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.235 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.467 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.631 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.551 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.551 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.551 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.370 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.595 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.717 + +2022-09-21 16:35:13,985 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 16:35:13,985 - mmdet - INFO - Epoch(val) [11][625] bbox_mAP: 0.4790, bbox_mAP_50: 0.7140, bbox_mAP_75: 0.5280, bbox_mAP_s: 0.3240, bbox_mAP_m: 0.5190, bbox_mAP_l: 0.6230, bbox_mAP_copypaste: 0.479 0.714 0.528 0.324 0.519 0.623, segm_mAP: 0.4310, segm_mAP_50: 0.6820, segm_mAP_75: 0.4620, segm_mAP_s: 0.2350, segm_mAP_m: 0.4670, segm_mAP_l: 0.6310, segm_mAP_copypaste: 0.431 0.682 0.462 0.235 0.467 0.631 +2022-09-21 16:37:46,421 - mmdet - INFO - Epoch [12][50/7330] lr: 3.778e-07, eta: 1 day, 14:41:44, time: 3.048, data_time: 2.303, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0353, loss_cls: 0.1728, acc: 93.5933, loss_bbox: 0.2215, loss_mask: 0.2244, loss: 0.6784 +2022-09-21 16:38:24,106 - mmdet - INFO - Epoch [12][100/7330] lr: 3.778e-07, eta: 1 day, 14:41:05, time: 0.754, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0331, loss_cls: 0.1737, acc: 93.6025, loss_bbox: 0.2222, loss_mask: 0.2258, loss: 0.6808 +2022-09-21 16:39:00,758 - mmdet - INFO - Epoch [12][150/7330] lr: 3.778e-07, eta: 1 day, 14:40:24, time: 0.733, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0325, loss_cls: 0.1679, acc: 93.9829, loss_bbox: 0.2204, loss_mask: 0.2230, loss: 0.6684 +2022-09-21 16:39:38,637 - mmdet - INFO - Epoch [12][200/7330] lr: 3.778e-07, eta: 1 day, 14:39:46, time: 0.758, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0358, loss_cls: 0.1828, acc: 93.4587, loss_bbox: 0.2323, loss_mask: 0.2281, loss: 0.7058 +2022-09-21 16:40:16,753 - mmdet - INFO - Epoch [12][250/7330] lr: 3.778e-07, eta: 1 day, 14:39:08, time: 0.762, data_time: 0.026, memory: 54023, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0366, loss_cls: 0.1786, acc: 93.6160, loss_bbox: 0.2235, loss_mask: 0.2258, loss: 0.6917 +2022-09-21 16:40:54,479 - mmdet - INFO - Epoch [12][300/7330] lr: 3.778e-07, eta: 1 day, 14:38:29, time: 0.755, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0335, loss_cls: 0.1722, acc: 93.8965, loss_bbox: 0.2133, loss_mask: 0.2242, loss: 0.6685 +2022-09-21 16:41:30,941 - mmdet - INFO - Epoch [12][350/7330] lr: 3.778e-07, eta: 1 day, 14:37:48, time: 0.729, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0319, loss_cls: 0.1732, acc: 93.7275, loss_bbox: 0.2176, loss_mask: 0.2272, loss: 0.6752 +2022-09-21 16:42:08,274 - mmdet - INFO - Epoch [12][400/7330] lr: 3.778e-07, eta: 1 day, 14:37:08, time: 0.747, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0324, loss_cls: 0.1687, acc: 93.9895, loss_bbox: 0.2181, loss_mask: 0.2229, loss: 0.6662 +2022-09-21 16:42:45,201 - mmdet - INFO - Epoch [12][450/7330] lr: 3.778e-07, eta: 1 day, 14:36:28, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0335, loss_cls: 0.1698, acc: 93.8406, loss_bbox: 0.2197, loss_mask: 0.2240, loss: 0.6715 +2022-09-21 16:43:22,170 - mmdet - INFO - Epoch [12][500/7330] lr: 3.778e-07, eta: 1 day, 14:35:47, time: 0.739, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0342, loss_cls: 0.1705, acc: 93.7673, loss_bbox: 0.2202, loss_mask: 0.2300, loss: 0.6810 +2022-09-21 16:43:59,658 - mmdet - INFO - Epoch [12][550/7330] lr: 3.778e-07, eta: 1 day, 14:35:08, time: 0.749, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0340, loss_cls: 0.1752, acc: 93.6187, loss_bbox: 0.2247, loss_mask: 0.2304, loss: 0.6896 +2022-09-21 16:44:36,240 - mmdet - INFO - Epoch [12][600/7330] lr: 3.778e-07, eta: 1 day, 14:34:27, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0351, loss_cls: 0.1770, acc: 93.6692, loss_bbox: 0.2249, loss_mask: 0.2315, loss: 0.6975 +2022-09-21 16:45:12,782 - mmdet - INFO - Epoch [12][650/7330] lr: 3.778e-07, eta: 1 day, 14:33:46, time: 0.731, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0318, loss_cls: 0.1693, acc: 93.8821, loss_bbox: 0.2160, loss_mask: 0.2252, loss: 0.6659 +2022-09-21 16:45:49,613 - mmdet - INFO - Epoch [12][700/7330] lr: 3.778e-07, eta: 1 day, 14:33:05, time: 0.737, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0362, loss_cls: 0.1715, acc: 93.7202, loss_bbox: 0.2191, loss_mask: 0.2230, loss: 0.6747 +2022-09-21 16:46:27,011 - mmdet - INFO - Epoch [12][750/7330] lr: 3.778e-07, eta: 1 day, 14:32:26, time: 0.748, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0356, loss_cls: 0.1777, acc: 93.6040, loss_bbox: 0.2215, loss_mask: 0.2204, loss: 0.6826 +2022-09-21 16:47:04,385 - mmdet - INFO - Epoch [12][800/7330] lr: 3.778e-07, eta: 1 day, 14:31:46, time: 0.748, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0348, loss_cls: 0.1755, acc: 93.6760, loss_bbox: 0.2223, loss_mask: 0.2272, loss: 0.6868 +2022-09-21 16:47:42,104 - mmdet - INFO - Epoch [12][850/7330] lr: 3.778e-07, eta: 1 day, 14:31:07, time: 0.753, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0341, loss_cls: 0.1737, acc: 93.5696, loss_bbox: 0.2239, loss_mask: 0.2263, loss: 0.6832 +2022-09-21 16:48:19,498 - mmdet - INFO - Epoch [12][900/7330] lr: 3.778e-07, eta: 1 day, 14:30:28, time: 0.748, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0346, loss_cls: 0.1749, acc: 93.5693, loss_bbox: 0.2242, loss_mask: 0.2214, loss: 0.6805 +2022-09-21 16:48:56,886 - mmdet - INFO - Epoch [12][950/7330] lr: 3.778e-07, eta: 1 day, 14:29:49, time: 0.748, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0354, loss_cls: 0.1736, acc: 93.6851, loss_bbox: 0.2179, loss_mask: 0.2209, loss: 0.6743 +2022-09-21 16:49:34,497 - mmdet - INFO - Epoch [12][1000/7330] lr: 3.778e-07, eta: 1 day, 14:29:10, time: 0.752, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0341, loss_cls: 0.1765, acc: 93.5837, loss_bbox: 0.2223, loss_mask: 0.2224, loss: 0.6812 +2022-09-21 16:50:11,017 - mmdet - INFO - Epoch [12][1050/7330] lr: 3.778e-07, eta: 1 day, 14:28:28, time: 0.730, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0327, loss_cls: 0.1767, acc: 93.6125, loss_bbox: 0.2200, loss_mask: 0.2181, loss: 0.6721 +2022-09-21 16:50:48,539 - mmdet - INFO - Epoch [12][1100/7330] lr: 3.778e-07, eta: 1 day, 14:27:49, time: 0.750, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0344, loss_cls: 0.1793, acc: 93.6760, loss_bbox: 0.2222, loss_mask: 0.2245, loss: 0.6874 +2022-09-21 16:51:25,586 - mmdet - INFO - Epoch [12][1150/7330] lr: 3.778e-07, eta: 1 day, 14:27:09, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0337, loss_cls: 0.1754, acc: 93.5479, loss_bbox: 0.2242, loss_mask: 0.2246, loss: 0.6835 +2022-09-21 16:52:02,414 - mmdet - INFO - Epoch [12][1200/7330] lr: 3.778e-07, eta: 1 day, 14:26:28, time: 0.736, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0348, loss_cls: 0.1780, acc: 93.7512, loss_bbox: 0.2199, loss_mask: 0.2270, loss: 0.6871 +2022-09-21 16:52:38,559 - mmdet - INFO - Epoch [12][1250/7330] lr: 3.778e-07, eta: 1 day, 14:25:46, time: 0.724, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0325, loss_cls: 0.1652, acc: 94.0222, loss_bbox: 0.2123, loss_mask: 0.2175, loss: 0.6514 +2022-09-21 16:53:15,932 - mmdet - INFO - Epoch [12][1300/7330] lr: 3.778e-07, eta: 1 day, 14:25:07, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0337, loss_cls: 0.1691, acc: 93.8479, loss_bbox: 0.2231, loss_mask: 0.2252, loss: 0.6755 +2022-09-21 16:53:53,800 - mmdet - INFO - Epoch [12][1350/7330] lr: 3.778e-07, eta: 1 day, 14:24:29, time: 0.757, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0360, loss_cls: 0.1838, acc: 93.4119, loss_bbox: 0.2310, loss_mask: 0.2286, loss: 0.7067 +2022-09-21 16:54:30,980 - mmdet - INFO - Epoch [12][1400/7330] lr: 3.778e-07, eta: 1 day, 14:23:49, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0329, loss_cls: 0.1718, acc: 93.8782, loss_bbox: 0.2133, loss_mask: 0.2277, loss: 0.6723 +2022-09-21 16:55:07,660 - mmdet - INFO - Epoch [12][1450/7330] lr: 3.778e-07, eta: 1 day, 14:23:08, time: 0.734, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0326, loss_cls: 0.1756, acc: 93.7209, loss_bbox: 0.2190, loss_mask: 0.2239, loss: 0.6761 +2022-09-21 16:55:45,073 - mmdet - INFO - Epoch [12][1500/7330] lr: 3.778e-07, eta: 1 day, 14:22:29, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0345, loss_cls: 0.1807, acc: 93.5759, loss_bbox: 0.2249, loss_mask: 0.2242, loss: 0.6907 +2022-09-21 16:56:23,252 - mmdet - INFO - Epoch [12][1550/7330] lr: 3.778e-07, eta: 1 day, 14:21:51, time: 0.764, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0340, loss_cls: 0.1722, acc: 93.8074, loss_bbox: 0.2166, loss_mask: 0.2265, loss: 0.6758 +2022-09-21 16:57:00,499 - mmdet - INFO - Epoch [12][1600/7330] lr: 3.778e-07, eta: 1 day, 14:21:11, time: 0.745, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0374, loss_cls: 0.1752, acc: 93.6826, loss_bbox: 0.2276, loss_mask: 0.2265, loss: 0.6947 +2022-09-21 16:57:37,958 - mmdet - INFO - Epoch [12][1650/7330] lr: 3.778e-07, eta: 1 day, 14:20:32, time: 0.749, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0364, loss_cls: 0.1750, acc: 93.5554, loss_bbox: 0.2200, loss_mask: 0.2240, loss: 0.6823 +2022-09-21 16:58:15,447 - mmdet - INFO - Epoch [12][1700/7330] lr: 3.778e-07, eta: 1 day, 14:19:53, time: 0.750, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0350, loss_cls: 0.1762, acc: 93.5134, loss_bbox: 0.2255, loss_mask: 0.2254, loss: 0.6898 +2022-09-21 16:58:53,185 - mmdet - INFO - Epoch [12][1750/7330] lr: 3.778e-07, eta: 1 day, 14:19:14, time: 0.755, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0358, loss_cls: 0.1733, acc: 93.7441, loss_bbox: 0.2176, loss_mask: 0.2270, loss: 0.6814 +2022-09-21 16:59:33,334 - mmdet - INFO - Epoch [12][1800/7330] lr: 3.778e-07, eta: 1 day, 14:18:41, time: 0.803, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0323, loss_cls: 0.1713, acc: 93.7039, loss_bbox: 0.2177, loss_mask: 0.2249, loss: 0.6709 +2022-09-21 17:00:10,279 - mmdet - INFO - Epoch [12][1850/7330] lr: 3.778e-07, eta: 1 day, 14:18:01, time: 0.739, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0332, loss_cls: 0.1802, acc: 93.4758, loss_bbox: 0.2279, loss_mask: 0.2314, loss: 0.6976 +2022-09-21 17:00:47,313 - mmdet - INFO - Epoch [12][1900/7330] lr: 3.778e-07, eta: 1 day, 14:17:21, time: 0.741, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0326, loss_cls: 0.1742, acc: 93.6082, loss_bbox: 0.2272, loss_mask: 0.2237, loss: 0.6787 +2022-09-21 17:01:24,319 - mmdet - INFO - Epoch [12][1950/7330] lr: 3.778e-07, eta: 1 day, 14:16:40, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0341, loss_cls: 0.1753, acc: 93.6089, loss_bbox: 0.2254, loss_mask: 0.2310, loss: 0.6923 +2022-09-21 17:02:01,506 - mmdet - INFO - Epoch [12][2000/7330] lr: 3.778e-07, eta: 1 day, 14:16:00, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0341, loss_cls: 0.1681, acc: 93.8525, loss_bbox: 0.2178, loss_mask: 0.2283, loss: 0.6733 +2022-09-21 17:02:38,772 - mmdet - INFO - Epoch [12][2050/7330] lr: 3.778e-07, eta: 1 day, 14:15:21, time: 0.745, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0315, loss_cls: 0.1430, acc: 94.7620, loss_bbox: 0.1891, loss_mask: 0.2156, loss: 0.6045 +2022-09-21 17:03:16,278 - mmdet - INFO - Epoch [12][2100/7330] lr: 3.778e-07, eta: 1 day, 14:14:42, time: 0.751, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0345, loss_cls: 0.1762, acc: 93.6333, loss_bbox: 0.2254, loss_mask: 0.2256, loss: 0.6864 +2022-09-21 17:03:53,186 - mmdet - INFO - Epoch [12][2150/7330] lr: 3.778e-07, eta: 1 day, 14:14:01, time: 0.738, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0332, loss_cls: 0.1849, acc: 93.3359, loss_bbox: 0.2273, loss_mask: 0.2237, loss: 0.6953 +2022-09-21 17:04:30,226 - mmdet - INFO - Epoch [12][2200/7330] lr: 3.778e-07, eta: 1 day, 14:13:21, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0343, loss_cls: 0.1728, acc: 93.8032, loss_bbox: 0.2229, loss_mask: 0.2266, loss: 0.6822 +2022-09-21 17:05:08,166 - mmdet - INFO - Epoch [12][2250/7330] lr: 3.778e-07, eta: 1 day, 14:12:43, time: 0.758, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0319, loss_cls: 0.1644, acc: 94.0305, loss_bbox: 0.2139, loss_mask: 0.2222, loss: 0.6580 +2022-09-21 17:05:46,209 - mmdet - INFO - Epoch [12][2300/7330] lr: 3.778e-07, eta: 1 day, 14:12:05, time: 0.762, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0339, loss_cls: 0.1623, acc: 94.0947, loss_bbox: 0.2128, loss_mask: 0.2243, loss: 0.6602 +2022-09-21 17:06:23,477 - mmdet - INFO - Epoch [12][2350/7330] lr: 3.778e-07, eta: 1 day, 14:11:26, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0340, loss_cls: 0.1591, acc: 94.2056, loss_bbox: 0.2129, loss_mask: 0.2228, loss: 0.6537 +2022-09-21 17:07:00,251 - mmdet - INFO - Epoch [12][2400/7330] lr: 3.778e-07, eta: 1 day, 14:10:45, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0337, loss_cls: 0.1757, acc: 93.5635, loss_bbox: 0.2226, loss_mask: 0.2238, loss: 0.6797 +2022-09-21 17:07:38,687 - mmdet - INFO - Epoch [12][2450/7330] lr: 3.778e-07, eta: 1 day, 14:10:08, time: 0.769, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0330, loss_cls: 0.1723, acc: 93.7100, loss_bbox: 0.2203, loss_mask: 0.2290, loss: 0.6776 +2022-09-21 17:08:15,756 - mmdet - INFO - Epoch [12][2500/7330] lr: 3.778e-07, eta: 1 day, 14:09:28, time: 0.741, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0325, loss_cls: 0.1754, acc: 93.6392, loss_bbox: 0.2223, loss_mask: 0.2264, loss: 0.6807 +2022-09-21 17:08:52,732 - mmdet - INFO - Epoch [12][2550/7330] lr: 3.778e-07, eta: 1 day, 14:08:48, time: 0.739, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0343, loss_cls: 0.1692, acc: 93.8616, loss_bbox: 0.2170, loss_mask: 0.2199, loss: 0.6670 +2022-09-21 17:09:29,717 - mmdet - INFO - Epoch [12][2600/7330] lr: 3.778e-07, eta: 1 day, 14:08:08, time: 0.741, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0343, loss_cls: 0.1763, acc: 93.6958, loss_bbox: 0.2229, loss_mask: 0.2204, loss: 0.6795 +2022-09-21 17:10:07,144 - mmdet - INFO - Epoch [12][2650/7330] lr: 3.778e-07, eta: 1 day, 14:07:28, time: 0.749, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0358, loss_cls: 0.1758, acc: 93.6819, loss_bbox: 0.2194, loss_mask: 0.2294, loss: 0.6877 +2022-09-21 17:10:44,441 - mmdet - INFO - Epoch [12][2700/7330] lr: 3.778e-07, eta: 1 day, 14:06:49, time: 0.746, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0345, loss_cls: 0.1760, acc: 93.6387, loss_bbox: 0.2225, loss_mask: 0.2298, loss: 0.6895 +2022-09-21 17:11:21,508 - mmdet - INFO - Epoch [12][2750/7330] lr: 3.778e-07, eta: 1 day, 14:06:09, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0334, loss_cls: 0.1683, acc: 93.9377, loss_bbox: 0.2108, loss_mask: 0.2202, loss: 0.6587 +2022-09-21 17:11:59,408 - mmdet - INFO - Epoch [12][2800/7330] lr: 3.778e-07, eta: 1 day, 14:05:30, time: 0.757, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0341, loss_cls: 0.1693, acc: 93.8279, loss_bbox: 0.2192, loss_mask: 0.2200, loss: 0.6677 +2022-09-21 17:12:36,820 - mmdet - INFO - Epoch [12][2850/7330] lr: 3.778e-07, eta: 1 day, 14:04:51, time: 0.749, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0331, loss_cls: 0.1768, acc: 93.4675, loss_bbox: 0.2237, loss_mask: 0.2244, loss: 0.6836 +2022-09-21 17:13:14,029 - mmdet - INFO - Epoch [12][2900/7330] lr: 3.778e-07, eta: 1 day, 14:04:12, time: 0.745, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0341, loss_cls: 0.1882, acc: 93.1345, loss_bbox: 0.2349, loss_mask: 0.2286, loss: 0.7131 +2022-09-21 17:13:50,429 - mmdet - INFO - Epoch [12][2950/7330] lr: 3.778e-07, eta: 1 day, 14:03:30, time: 0.728, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0342, loss_cls: 0.1730, acc: 93.7317, loss_bbox: 0.2195, loss_mask: 0.2256, loss: 0.6771 +2022-09-21 17:14:27,755 - mmdet - INFO - Epoch [12][3000/7330] lr: 3.778e-07, eta: 1 day, 14:02:51, time: 0.746, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0340, loss_cls: 0.1744, acc: 93.7756, loss_bbox: 0.2182, loss_mask: 0.2299, loss: 0.6839 +2022-09-21 17:15:04,724 - mmdet - INFO - Epoch [12][3050/7330] lr: 3.778e-07, eta: 1 day, 14:02:11, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0327, loss_cls: 0.1770, acc: 93.7419, loss_bbox: 0.2245, loss_mask: 0.2194, loss: 0.6788 +2022-09-21 17:15:41,864 - mmdet - INFO - Epoch [12][3100/7330] lr: 3.778e-07, eta: 1 day, 14:01:31, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0325, loss_cls: 0.1670, acc: 93.9319, loss_bbox: 0.2169, loss_mask: 0.2237, loss: 0.6648 +2022-09-21 17:16:18,921 - mmdet - INFO - Epoch [12][3150/7330] lr: 3.778e-07, eta: 1 day, 14:00:51, time: 0.741, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0314, loss_cls: 0.1702, acc: 93.7195, loss_bbox: 0.2193, loss_mask: 0.2172, loss: 0.6610 +2022-09-21 17:16:56,035 - mmdet - INFO - Epoch [12][3200/7330] lr: 3.778e-07, eta: 1 day, 14:00:11, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0369, loss_cls: 0.1765, acc: 93.4331, loss_bbox: 0.2280, loss_mask: 0.2367, loss: 0.7060 +2022-09-21 17:17:32,790 - mmdet - INFO - Epoch [12][3250/7330] lr: 3.778e-07, eta: 1 day, 13:59:30, time: 0.735, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0359, loss_cls: 0.1728, acc: 93.7446, loss_bbox: 0.2222, loss_mask: 0.2286, loss: 0.6855 +2022-09-21 17:18:09,790 - mmdet - INFO - Epoch [12][3300/7330] lr: 3.778e-07, eta: 1 day, 13:58:50, time: 0.740, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0357, loss_cls: 0.1803, acc: 93.4290, loss_bbox: 0.2220, loss_mask: 0.2232, loss: 0.6887 +2022-09-21 17:18:47,140 - mmdet - INFO - Epoch [12][3350/7330] lr: 3.778e-07, eta: 1 day, 13:58:11, time: 0.747, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0368, loss_cls: 0.1747, acc: 93.6321, loss_bbox: 0.2201, loss_mask: 0.2240, loss: 0.6853 +2022-09-21 17:19:23,976 - mmdet - INFO - Epoch [12][3400/7330] lr: 3.778e-07, eta: 1 day, 13:57:30, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0322, loss_cls: 0.1680, acc: 93.9763, loss_bbox: 0.2117, loss_mask: 0.2243, loss: 0.6618 +2022-09-21 17:20:01,278 - mmdet - INFO - Epoch [12][3450/7330] lr: 3.778e-07, eta: 1 day, 13:56:51, time: 0.746, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0310, loss_cls: 0.1655, acc: 94.0312, loss_bbox: 0.2065, loss_mask: 0.2246, loss: 0.6505 +2022-09-21 17:20:38,830 - mmdet - INFO - Epoch [12][3500/7330] lr: 3.778e-07, eta: 1 day, 13:56:12, time: 0.750, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0337, loss_cls: 0.1702, acc: 93.8467, loss_bbox: 0.2160, loss_mask: 0.2254, loss: 0.6704 +2022-09-21 17:21:16,325 - mmdet - INFO - Epoch [12][3550/7330] lr: 3.778e-07, eta: 1 day, 13:55:33, time: 0.751, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0343, loss_cls: 0.1709, acc: 93.8286, loss_bbox: 0.2131, loss_mask: 0.2242, loss: 0.6671 +2022-09-21 17:21:53,308 - mmdet - INFO - Epoch [12][3600/7330] lr: 3.778e-07, eta: 1 day, 13:54:53, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0334, loss_cls: 0.1685, acc: 93.8699, loss_bbox: 0.2176, loss_mask: 0.2289, loss: 0.6731 +2022-09-21 17:22:30,302 - mmdet - INFO - Epoch [12][3650/7330] lr: 3.778e-07, eta: 1 day, 13:54:13, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0340, loss_cls: 0.1771, acc: 93.6216, loss_bbox: 0.2210, loss_mask: 0.2203, loss: 0.6790 +2022-09-21 17:23:06,917 - mmdet - INFO - Epoch [12][3700/7330] lr: 3.778e-07, eta: 1 day, 13:53:32, time: 0.732, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0354, loss_cls: 0.1760, acc: 93.5947, loss_bbox: 0.2246, loss_mask: 0.2302, loss: 0.6929 +2022-09-21 17:23:44,677 - mmdet - INFO - Epoch [12][3750/7330] lr: 3.778e-07, eta: 1 day, 13:52:53, time: 0.754, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0343, loss_cls: 0.1793, acc: 93.4990, loss_bbox: 0.2288, loss_mask: 0.2282, loss: 0.6964 +2022-09-21 17:24:22,035 - mmdet - INFO - Epoch [12][3800/7330] lr: 3.778e-07, eta: 1 day, 13:52:14, time: 0.747, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0354, loss_cls: 0.1793, acc: 93.6555, loss_bbox: 0.2260, loss_mask: 0.2295, loss: 0.6971 +2022-09-21 17:24:59,515 - mmdet - INFO - Epoch [12][3850/7330] lr: 3.778e-07, eta: 1 day, 13:51:35, time: 0.750, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0345, loss_cls: 0.1749, acc: 93.6257, loss_bbox: 0.2237, loss_mask: 0.2312, loss: 0.6893 +2022-09-21 17:25:36,678 - mmdet - INFO - Epoch [12][3900/7330] lr: 3.778e-07, eta: 1 day, 13:50:55, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0344, loss_cls: 0.1787, acc: 93.5212, loss_bbox: 0.2233, loss_mask: 0.2309, loss: 0.6943 +2022-09-21 17:26:13,525 - mmdet - INFO - Epoch [12][3950/7330] lr: 3.778e-07, eta: 1 day, 13:50:15, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0320, loss_cls: 0.1643, acc: 94.1313, loss_bbox: 0.2123, loss_mask: 0.2299, loss: 0.6642 +2022-09-21 17:26:51,028 - mmdet - INFO - Epoch [12][4000/7330] lr: 3.778e-07, eta: 1 day, 13:49:36, time: 0.750, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0342, loss_cls: 0.1759, acc: 93.6025, loss_bbox: 0.2202, loss_mask: 0.2240, loss: 0.6794 +2022-09-21 17:27:28,172 - mmdet - INFO - Epoch [12][4050/7330] lr: 3.778e-07, eta: 1 day, 13:48:56, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0347, loss_cls: 0.1778, acc: 93.4980, loss_bbox: 0.2220, loss_mask: 0.2301, loss: 0.6902 +2022-09-21 17:28:05,065 - mmdet - INFO - Epoch [12][4100/7330] lr: 3.778e-07, eta: 1 day, 13:48:16, time: 0.738, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0359, loss_cls: 0.1786, acc: 93.6108, loss_bbox: 0.2252, loss_mask: 0.2327, loss: 0.7004 +2022-09-21 17:28:42,683 - mmdet - INFO - Epoch [12][4150/7330] lr: 3.778e-07, eta: 1 day, 13:47:37, time: 0.752, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0346, loss_cls: 0.1696, acc: 93.8977, loss_bbox: 0.2139, loss_mask: 0.2233, loss: 0.6696 +2022-09-21 17:29:21,087 - mmdet - INFO - Epoch [12][4200/7330] lr: 3.778e-07, eta: 1 day, 13:47:00, time: 0.768, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0346, loss_cls: 0.1667, acc: 93.9363, loss_bbox: 0.2147, loss_mask: 0.2250, loss: 0.6681 +2022-09-21 17:29:58,269 - mmdet - INFO - Epoch [12][4250/7330] lr: 3.778e-07, eta: 1 day, 13:46:20, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0334, loss_cls: 0.1705, acc: 93.8315, loss_bbox: 0.2135, loss_mask: 0.2251, loss: 0.6675 +2022-09-21 17:30:35,549 - mmdet - INFO - Epoch [12][4300/7330] lr: 3.778e-07, eta: 1 day, 13:45:40, time: 0.745, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0335, loss_cls: 0.1716, acc: 93.8213, loss_bbox: 0.2220, loss_mask: 0.2308, loss: 0.6846 +2022-09-21 17:31:12,929 - mmdet - INFO - Epoch [12][4350/7330] lr: 3.778e-07, eta: 1 day, 13:45:01, time: 0.748, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0343, loss_cls: 0.1657, acc: 93.9773, loss_bbox: 0.2139, loss_mask: 0.2195, loss: 0.6581 +2022-09-21 17:31:50,383 - mmdet - INFO - Epoch [12][4400/7330] lr: 3.778e-07, eta: 1 day, 13:44:22, time: 0.749, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0342, loss_cls: 0.1721, acc: 93.7744, loss_bbox: 0.2202, loss_mask: 0.2237, loss: 0.6745 +2022-09-21 17:32:27,204 - mmdet - INFO - Epoch [12][4450/7330] lr: 3.778e-07, eta: 1 day, 13:43:42, time: 0.736, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0345, loss_cls: 0.1751, acc: 93.7131, loss_bbox: 0.2241, loss_mask: 0.2232, loss: 0.6816 +2022-09-21 17:33:04,143 - mmdet - INFO - Epoch [12][4500/7330] lr: 3.778e-07, eta: 1 day, 13:43:02, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0324, loss_cls: 0.1705, acc: 93.8533, loss_bbox: 0.2135, loss_mask: 0.2191, loss: 0.6603 +2022-09-21 17:33:41,332 - mmdet - INFO - Epoch [12][4550/7330] lr: 3.778e-07, eta: 1 day, 13:42:22, time: 0.745, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0352, loss_cls: 0.1724, acc: 93.8025, loss_bbox: 0.2172, loss_mask: 0.2247, loss: 0.6764 +2022-09-21 17:34:18,482 - mmdet - INFO - Epoch [12][4600/7330] lr: 3.778e-07, eta: 1 day, 13:41:42, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0355, loss_cls: 0.1752, acc: 93.7583, loss_bbox: 0.2214, loss_mask: 0.2300, loss: 0.6897 +2022-09-21 17:34:55,615 - mmdet - INFO - Epoch [12][4650/7330] lr: 3.778e-07, eta: 1 day, 13:41:02, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0320, loss_cls: 0.1693, acc: 93.9446, loss_bbox: 0.2105, loss_mask: 0.2211, loss: 0.6576 +2022-09-21 17:35:32,407 - mmdet - INFO - Epoch [12][4700/7330] lr: 3.778e-07, eta: 1 day, 13:40:22, time: 0.736, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0331, loss_cls: 0.1741, acc: 93.5647, loss_bbox: 0.2192, loss_mask: 0.2228, loss: 0.6755 +2022-09-21 17:36:09,764 - mmdet - INFO - Epoch [12][4750/7330] lr: 3.778e-07, eta: 1 day, 13:39:43, time: 0.747, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0342, loss_cls: 0.1684, acc: 93.9272, loss_bbox: 0.2183, loss_mask: 0.2274, loss: 0.6731 +2022-09-21 17:36:46,799 - mmdet - INFO - Epoch [12][4800/7330] lr: 3.778e-07, eta: 1 day, 13:39:03, time: 0.741, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0321, loss_cls: 0.1689, acc: 93.9707, loss_bbox: 0.2140, loss_mask: 0.2264, loss: 0.6653 +2022-09-21 17:37:24,209 - mmdet - INFO - Epoch [12][4850/7330] lr: 3.778e-07, eta: 1 day, 13:38:24, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0350, loss_cls: 0.1717, acc: 93.6978, loss_bbox: 0.2163, loss_mask: 0.2231, loss: 0.6725 +2022-09-21 17:38:01,287 - mmdet - INFO - Epoch [12][4900/7330] lr: 3.778e-07, eta: 1 day, 13:37:44, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0315, loss_cls: 0.1679, acc: 93.8809, loss_bbox: 0.2169, loss_mask: 0.2214, loss: 0.6609 +2022-09-21 17:38:38,072 - mmdet - INFO - Epoch [12][4950/7330] lr: 3.778e-07, eta: 1 day, 13:37:03, time: 0.736, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0318, loss_cls: 0.1665, acc: 93.8613, loss_bbox: 0.2175, loss_mask: 0.2245, loss: 0.6641 +2022-09-21 17:39:14,344 - mmdet - INFO - Epoch [12][5000/7330] lr: 3.778e-07, eta: 1 day, 13:36:22, time: 0.725, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0334, loss_cls: 0.1619, acc: 94.0581, loss_bbox: 0.2127, loss_mask: 0.2224, loss: 0.6569 +2022-09-21 17:39:52,090 - mmdet - INFO - Epoch [12][5050/7330] lr: 3.778e-07, eta: 1 day, 13:35:43, time: 0.755, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0340, loss_cls: 0.1717, acc: 93.8257, loss_bbox: 0.2241, loss_mask: 0.2260, loss: 0.6809 +2022-09-21 17:40:29,194 - mmdet - INFO - Epoch [12][5100/7330] lr: 3.778e-07, eta: 1 day, 13:35:04, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0367, loss_cls: 0.1810, acc: 93.5000, loss_bbox: 0.2227, loss_mask: 0.2234, loss: 0.6921 +2022-09-21 17:41:06,313 - mmdet - INFO - Epoch [12][5150/7330] lr: 3.778e-07, eta: 1 day, 13:34:24, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0343, loss_cls: 0.1722, acc: 93.7385, loss_bbox: 0.2183, loss_mask: 0.2224, loss: 0.6723 +2022-09-21 17:41:43,383 - mmdet - INFO - Epoch [12][5200/7330] lr: 3.778e-07, eta: 1 day, 13:33:44, time: 0.742, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0354, loss_cls: 0.1812, acc: 93.5605, loss_bbox: 0.2200, loss_mask: 0.2201, loss: 0.6853 +2022-09-21 17:42:20,114 - mmdet - INFO - Epoch [12][5250/7330] lr: 3.778e-07, eta: 1 day, 13:33:03, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0330, loss_cls: 0.1662, acc: 93.9265, loss_bbox: 0.2157, loss_mask: 0.2211, loss: 0.6638 +2022-09-21 17:42:56,865 - mmdet - INFO - Epoch [12][5300/7330] lr: 3.778e-07, eta: 1 day, 13:32:23, time: 0.735, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0350, loss_cls: 0.1788, acc: 93.5105, loss_bbox: 0.2245, loss_mask: 0.2190, loss: 0.6841 +2022-09-21 17:43:33,986 - mmdet - INFO - Epoch [12][5350/7330] lr: 3.778e-07, eta: 1 day, 13:31:43, time: 0.741, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0328, loss_cls: 0.1790, acc: 93.6201, loss_bbox: 0.2234, loss_mask: 0.2268, loss: 0.6864 +2022-09-21 17:44:10,670 - mmdet - INFO - Epoch [12][5400/7330] lr: 3.778e-07, eta: 1 day, 13:31:03, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0322, loss_cls: 0.1746, acc: 93.7046, loss_bbox: 0.2192, loss_mask: 0.2249, loss: 0.6758 +2022-09-21 17:44:46,926 - mmdet - INFO - Epoch [12][5450/7330] lr: 3.778e-07, eta: 1 day, 13:30:21, time: 0.725, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0322, loss_cls: 0.1697, acc: 93.8794, loss_bbox: 0.2164, loss_mask: 0.2228, loss: 0.6648 +2022-09-21 17:45:24,152 - mmdet - INFO - Epoch [12][5500/7330] lr: 3.778e-07, eta: 1 day, 13:29:41, time: 0.745, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0327, loss_cls: 0.1690, acc: 93.9741, loss_bbox: 0.2145, loss_mask: 0.2227, loss: 0.6647 +2022-09-21 17:46:01,405 - mmdet - INFO - Epoch [12][5550/7330] lr: 3.778e-07, eta: 1 day, 13:29:02, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0326, loss_cls: 0.1721, acc: 93.8088, loss_bbox: 0.2186, loss_mask: 0.2185, loss: 0.6698 +2022-09-21 17:46:38,903 - mmdet - INFO - Epoch [12][5600/7330] lr: 3.778e-07, eta: 1 day, 13:28:23, time: 0.751, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0366, loss_cls: 0.1776, acc: 93.5779, loss_bbox: 0.2264, loss_mask: 0.2273, loss: 0.6942 +2022-09-21 17:47:16,009 - mmdet - INFO - Epoch [12][5650/7330] lr: 3.778e-07, eta: 1 day, 13:27:43, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0336, loss_cls: 0.1723, acc: 93.7480, loss_bbox: 0.2164, loss_mask: 0.2343, loss: 0.6829 +2022-09-21 17:47:52,667 - mmdet - INFO - Epoch [12][5700/7330] lr: 3.778e-07, eta: 1 day, 13:27:03, time: 0.733, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0330, loss_cls: 0.1649, acc: 94.0217, loss_bbox: 0.2140, loss_mask: 0.2197, loss: 0.6554 +2022-09-21 17:48:29,509 - mmdet - INFO - Epoch [12][5750/7330] lr: 3.778e-07, eta: 1 day, 13:26:22, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0313, loss_cls: 0.1676, acc: 94.0229, loss_bbox: 0.2090, loss_mask: 0.2151, loss: 0.6474 +2022-09-21 17:49:06,250 - mmdet - INFO - Epoch [12][5800/7330] lr: 3.778e-07, eta: 1 day, 13:25:42, time: 0.735, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0344, loss_cls: 0.1721, acc: 93.7800, loss_bbox: 0.2170, loss_mask: 0.2268, loss: 0.6772 +2022-09-21 17:49:43,157 - mmdet - INFO - Epoch [12][5850/7330] lr: 3.778e-07, eta: 1 day, 13:25:02, time: 0.738, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0320, loss_cls: 0.1616, acc: 94.2378, loss_bbox: 0.2036, loss_mask: 0.2175, loss: 0.6395 +2022-09-21 17:50:20,707 - mmdet - INFO - Epoch [12][5900/7330] lr: 3.778e-07, eta: 1 day, 13:24:23, time: 0.751, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0344, loss_cls: 0.1683, acc: 93.9189, loss_bbox: 0.2149, loss_mask: 0.2221, loss: 0.6660 +2022-09-21 17:50:57,282 - mmdet - INFO - Epoch [12][5950/7330] lr: 3.778e-07, eta: 1 day, 13:23:42, time: 0.731, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0326, loss_cls: 0.1624, acc: 94.2012, loss_bbox: 0.2058, loss_mask: 0.2216, loss: 0.6477 +2022-09-21 17:51:34,195 - mmdet - INFO - Epoch [12][6000/7330] lr: 3.778e-07, eta: 1 day, 13:23:02, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0324, loss_cls: 0.1690, acc: 93.7861, loss_bbox: 0.2218, loss_mask: 0.2301, loss: 0.6769 +2022-09-21 17:52:11,272 - mmdet - INFO - Epoch [12][6050/7330] lr: 3.778e-07, eta: 1 day, 13:22:22, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0336, loss_cls: 0.1685, acc: 93.8547, loss_bbox: 0.2096, loss_mask: 0.2213, loss: 0.6580 +2022-09-21 17:52:48,404 - mmdet - INFO - Epoch [12][6100/7330] lr: 3.778e-07, eta: 1 day, 13:21:43, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0329, loss_cls: 0.1756, acc: 93.6501, loss_bbox: 0.2228, loss_mask: 0.2311, loss: 0.6889 +2022-09-21 17:53:25,880 - mmdet - INFO - Epoch [12][6150/7330] lr: 3.778e-07, eta: 1 day, 13:21:04, time: 0.750, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0367, loss_cls: 0.1784, acc: 93.4641, loss_bbox: 0.2273, loss_mask: 0.2307, loss: 0.6990 +2022-09-21 17:54:02,833 - mmdet - INFO - Epoch [12][6200/7330] lr: 3.778e-07, eta: 1 day, 13:20:24, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0319, loss_cls: 0.1637, acc: 94.0952, loss_bbox: 0.2096, loss_mask: 0.2200, loss: 0.6477 +2022-09-21 17:54:39,826 - mmdet - INFO - Epoch [12][6250/7330] lr: 3.778e-07, eta: 1 day, 13:19:44, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0357, loss_cls: 0.1819, acc: 93.4426, loss_bbox: 0.2239, loss_mask: 0.2258, loss: 0.6931 +2022-09-21 17:55:16,596 - mmdet - INFO - Epoch [12][6300/7330] lr: 3.778e-07, eta: 1 day, 13:19:03, time: 0.735, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0331, loss_cls: 0.1711, acc: 93.7742, loss_bbox: 0.2213, loss_mask: 0.2232, loss: 0.6733 +2022-09-21 17:55:53,936 - mmdet - INFO - Epoch [12][6350/7330] lr: 3.778e-07, eta: 1 day, 13:18:24, time: 0.747, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0355, loss_cls: 0.1860, acc: 93.3689, loss_bbox: 0.2299, loss_mask: 0.2272, loss: 0.7053 +2022-09-21 17:56:31,187 - mmdet - INFO - Epoch [12][6400/7330] lr: 3.778e-07, eta: 1 day, 13:17:45, time: 0.745, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0335, loss_cls: 0.1768, acc: 93.6218, loss_bbox: 0.2262, loss_mask: 0.2331, loss: 0.6947 +2022-09-21 17:57:08,045 - mmdet - INFO - Epoch [12][6450/7330] lr: 3.778e-07, eta: 1 day, 13:17:04, time: 0.737, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0332, loss_cls: 0.1769, acc: 93.6311, loss_bbox: 0.2261, loss_mask: 0.2257, loss: 0.6877 +2022-09-21 17:57:45,419 - mmdet - INFO - Epoch [12][6500/7330] lr: 3.778e-07, eta: 1 day, 13:16:25, time: 0.748, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0335, loss_cls: 0.1692, acc: 93.8687, loss_bbox: 0.2168, loss_mask: 0.2248, loss: 0.6699 +2022-09-21 17:58:22,095 - mmdet - INFO - Epoch [12][6550/7330] lr: 3.778e-07, eta: 1 day, 13:15:45, time: 0.733, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0367, loss_cls: 0.1774, acc: 93.4314, loss_bbox: 0.2296, loss_mask: 0.2274, loss: 0.6976 +2022-09-21 17:58:58,895 - mmdet - INFO - Epoch [12][6600/7330] lr: 3.778e-07, eta: 1 day, 13:15:04, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0363, loss_cls: 0.1770, acc: 93.5146, loss_bbox: 0.2248, loss_mask: 0.2313, loss: 0.6948 +2022-09-21 17:59:36,305 - mmdet - INFO - Epoch [12][6650/7330] lr: 3.778e-07, eta: 1 day, 13:14:25, time: 0.748, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0343, loss_cls: 0.1723, acc: 93.8696, loss_bbox: 0.2150, loss_mask: 0.2215, loss: 0.6693 +2022-09-21 18:00:15,949 - mmdet - INFO - Epoch [12][6700/7330] lr: 3.778e-07, eta: 1 day, 13:13:51, time: 0.792, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0357, loss_cls: 0.1718, acc: 93.6655, loss_bbox: 0.2180, loss_mask: 0.2248, loss: 0.6781 +2022-09-21 18:00:53,473 - mmdet - INFO - Epoch [12][6750/7330] lr: 3.778e-07, eta: 1 day, 13:13:12, time: 0.751, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0356, loss_cls: 0.1794, acc: 93.5063, loss_bbox: 0.2205, loss_mask: 0.2238, loss: 0.6843 +2022-09-21 18:01:30,341 - mmdet - INFO - Epoch [12][6800/7330] lr: 3.778e-07, eta: 1 day, 13:12:32, time: 0.737, data_time: 0.026, memory: 54023, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0345, loss_cls: 0.1783, acc: 93.5215, loss_bbox: 0.2290, loss_mask: 0.2228, loss: 0.6926 +2022-09-21 18:02:06,832 - mmdet - INFO - Epoch [12][6850/7330] lr: 3.778e-07, eta: 1 day, 13:11:51, time: 0.731, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0337, loss_cls: 0.1713, acc: 93.7949, loss_bbox: 0.2169, loss_mask: 0.2218, loss: 0.6705 +2022-09-21 18:02:43,614 - mmdet - INFO - Epoch [12][6900/7330] lr: 3.778e-07, eta: 1 day, 13:11:11, time: 0.736, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0317, loss_cls: 0.1696, acc: 93.8645, loss_bbox: 0.2137, loss_mask: 0.2267, loss: 0.6662 +2022-09-21 18:03:19,865 - mmdet - INFO - Epoch [12][6950/7330] lr: 3.778e-07, eta: 1 day, 13:10:29, time: 0.725, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0318, loss_cls: 0.1711, acc: 93.8608, loss_bbox: 0.2138, loss_mask: 0.2264, loss: 0.6657 +2022-09-21 18:03:56,693 - mmdet - INFO - Epoch [12][7000/7330] lr: 3.778e-07, eta: 1 day, 13:09:49, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0333, loss_cls: 0.1695, acc: 93.9153, loss_bbox: 0.2166, loss_mask: 0.2247, loss: 0.6687 +2022-09-21 18:04:34,296 - mmdet - INFO - Epoch [12][7050/7330] lr: 3.778e-07, eta: 1 day, 13:09:10, time: 0.752, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0344, loss_cls: 0.1812, acc: 93.5286, loss_bbox: 0.2287, loss_mask: 0.2260, loss: 0.6966 +2022-09-21 18:05:11,510 - mmdet - INFO - Epoch [12][7100/7330] lr: 3.778e-07, eta: 1 day, 13:08:31, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0365, loss_cls: 0.1801, acc: 93.5818, loss_bbox: 0.2242, loss_mask: 0.2324, loss: 0.7014 +2022-09-21 18:05:48,899 - mmdet - INFO - Epoch [12][7150/7330] lr: 3.778e-07, eta: 1 day, 13:07:52, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0375, loss_cls: 0.1839, acc: 93.2996, loss_bbox: 0.2337, loss_mask: 0.2377, loss: 0.7211 +2022-09-21 18:06:25,178 - mmdet - INFO - Epoch [12][7200/7330] lr: 3.778e-07, eta: 1 day, 13:07:10, time: 0.726, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0326, loss_cls: 0.1723, acc: 93.7957, loss_bbox: 0.2166, loss_mask: 0.2294, loss: 0.6752 +2022-09-21 18:07:01,974 - mmdet - INFO - Epoch [12][7250/7330] lr: 3.778e-07, eta: 1 day, 13:06:30, time: 0.736, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0365, loss_cls: 0.1767, acc: 93.6526, loss_bbox: 0.2169, loss_mask: 0.2271, loss: 0.6862 +2022-09-21 18:07:38,421 - mmdet - INFO - Epoch [12][7300/7330] lr: 3.778e-07, eta: 1 day, 13:05:49, time: 0.729, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0334, loss_cls: 0.1759, acc: 93.6538, loss_bbox: 0.2218, loss_mask: 0.2250, loss: 0.6821 +2022-09-21 18:08:09,223 - mmdet - INFO - Saving checkpoint at 12 epochs +2022-09-21 18:10:25,524 - mmdet - INFO - Evaluating bbox... +2022-09-21 18:10:53,326 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.482 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.720 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.527 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.323 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.525 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.630 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.606 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.606 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.606 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.441 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.651 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.748 + +2022-09-21 18:10:53,326 - mmdet - INFO - Evaluating segm... +2022-09-21 18:11:25,198 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.436 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.687 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.469 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.239 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.475 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.635 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.552 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.552 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.552 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.381 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.598 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.716 + +2022-09-21 18:11:25,790 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 18:11:25,792 - mmdet - INFO - Epoch(val) [12][625] bbox_mAP: 0.4820, bbox_mAP_50: 0.7200, bbox_mAP_75: 0.5270, bbox_mAP_s: 0.3230, bbox_mAP_m: 0.5250, bbox_mAP_l: 0.6300, bbox_mAP_copypaste: 0.482 0.720 0.527 0.323 0.525 0.630, segm_mAP: 0.4360, segm_mAP_50: 0.6870, segm_mAP_75: 0.4690, segm_mAP_s: 0.2390, segm_mAP_m: 0.4750, segm_mAP_l: 0.6350, segm_mAP_copypaste: 0.436 0.687 0.469 0.239 0.475 0.635 +2022-09-21 18:14:44,260 - mmdet - INFO - Epoch [13][50/7330] lr: 3.778e-07, eta: 1 day, 13:09:23, time: 3.966, data_time: 3.220, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0342, loss_cls: 0.1701, acc: 93.7666, loss_bbox: 0.2204, loss_mask: 0.2193, loss: 0.6695 +2022-09-21 18:15:21,080 - mmdet - INFO - Epoch [13][100/7330] lr: 3.778e-07, eta: 1 day, 13:08:43, time: 0.736, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0338, loss_cls: 0.1640, acc: 94.0684, loss_bbox: 0.2121, loss_mask: 0.2212, loss: 0.6569 +2022-09-21 18:15:58,232 - mmdet - INFO - Epoch [13][150/7330] lr: 3.778e-07, eta: 1 day, 13:08:03, time: 0.743, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0342, loss_cls: 0.1683, acc: 93.9155, loss_bbox: 0.2154, loss_mask: 0.2282, loss: 0.6711 +2022-09-21 18:16:35,199 - mmdet - INFO - Epoch [13][200/7330] lr: 3.778e-07, eta: 1 day, 13:07:23, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0324, loss_cls: 0.1651, acc: 93.9536, loss_bbox: 0.2131, loss_mask: 0.2270, loss: 0.6620 +2022-09-21 18:17:12,155 - mmdet - INFO - Epoch [13][250/7330] lr: 3.778e-07, eta: 1 day, 13:06:43, time: 0.739, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0330, loss_cls: 0.1678, acc: 93.8953, loss_bbox: 0.2178, loss_mask: 0.2228, loss: 0.6653 +2022-09-21 18:17:49,220 - mmdet - INFO - Epoch [13][300/7330] lr: 3.778e-07, eta: 1 day, 13:06:03, time: 0.741, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0339, loss_cls: 0.1722, acc: 93.6230, loss_bbox: 0.2218, loss_mask: 0.2239, loss: 0.6777 +2022-09-21 18:18:26,658 - mmdet - INFO - Epoch [13][350/7330] lr: 3.778e-07, eta: 1 day, 13:05:24, time: 0.749, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0330, loss_cls: 0.1724, acc: 93.7483, loss_bbox: 0.2195, loss_mask: 0.2297, loss: 0.6789 +2022-09-21 18:19:03,765 - mmdet - INFO - Epoch [13][400/7330] lr: 3.778e-07, eta: 1 day, 13:04:44, time: 0.742, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0342, loss_cls: 0.1726, acc: 93.7200, loss_bbox: 0.2202, loss_mask: 0.2187, loss: 0.6704 +2022-09-21 18:19:41,620 - mmdet - INFO - Epoch [13][450/7330] lr: 3.778e-07, eta: 1 day, 13:04:06, time: 0.758, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0377, loss_cls: 0.1810, acc: 93.3276, loss_bbox: 0.2336, loss_mask: 0.2259, loss: 0.7045 +2022-09-21 18:20:19,271 - mmdet - INFO - Epoch [13][500/7330] lr: 3.778e-07, eta: 1 day, 13:03:27, time: 0.753, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0331, loss_cls: 0.1672, acc: 93.7856, loss_bbox: 0.2195, loss_mask: 0.2245, loss: 0.6677 +2022-09-21 18:20:56,619 - mmdet - INFO - Epoch [13][550/7330] lr: 3.778e-07, eta: 1 day, 13:02:47, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0339, loss_cls: 0.1739, acc: 93.6892, loss_bbox: 0.2181, loss_mask: 0.2286, loss: 0.6796 +2022-09-21 18:21:34,017 - mmdet - INFO - Epoch [13][600/7330] lr: 3.778e-07, eta: 1 day, 13:02:08, time: 0.749, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0345, loss_cls: 0.1749, acc: 93.5461, loss_bbox: 0.2267, loss_mask: 0.2232, loss: 0.6847 +2022-09-21 18:22:10,901 - mmdet - INFO - Epoch [13][650/7330] lr: 3.778e-07, eta: 1 day, 13:01:28, time: 0.737, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0327, loss_cls: 0.1611, acc: 94.1943, loss_bbox: 0.2110, loss_mask: 0.2179, loss: 0.6468 +2022-09-21 18:22:48,682 - mmdet - INFO - Epoch [13][700/7330] lr: 3.778e-07, eta: 1 day, 13:00:49, time: 0.756, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0338, loss_cls: 0.1699, acc: 93.8157, loss_bbox: 0.2201, loss_mask: 0.2224, loss: 0.6721 +2022-09-21 18:23:25,749 - mmdet - INFO - Epoch [13][750/7330] lr: 3.778e-07, eta: 1 day, 13:00:09, time: 0.741, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0334, loss_cls: 0.1676, acc: 93.8789, loss_bbox: 0.2132, loss_mask: 0.2209, loss: 0.6585 +2022-09-21 18:24:03,383 - mmdet - INFO - Epoch [13][800/7330] lr: 3.778e-07, eta: 1 day, 12:59:31, time: 0.752, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0379, loss_cls: 0.1888, acc: 93.1589, loss_bbox: 0.2386, loss_mask: 0.2276, loss: 0.7222 +2022-09-21 18:24:40,061 - mmdet - INFO - Epoch [13][850/7330] lr: 3.778e-07, eta: 1 day, 12:58:50, time: 0.734, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0314, loss_cls: 0.1631, acc: 94.0649, loss_bbox: 0.2102, loss_mask: 0.2155, loss: 0.6440 +2022-09-21 18:25:16,864 - mmdet - INFO - Epoch [13][900/7330] lr: 3.778e-07, eta: 1 day, 12:58:10, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0319, loss_cls: 0.1700, acc: 93.8813, loss_bbox: 0.2181, loss_mask: 0.2208, loss: 0.6638 +2022-09-21 18:25:53,553 - mmdet - INFO - Epoch [13][950/7330] lr: 3.778e-07, eta: 1 day, 12:57:29, time: 0.734, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0329, loss_cls: 0.1672, acc: 93.9478, loss_bbox: 0.2109, loss_mask: 0.2214, loss: 0.6564 +2022-09-21 18:26:30,895 - mmdet - INFO - Epoch [13][1000/7330] lr: 3.778e-07, eta: 1 day, 12:56:50, time: 0.747, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0323, loss_cls: 0.1663, acc: 93.9775, loss_bbox: 0.2187, loss_mask: 0.2278, loss: 0.6689 +2022-09-21 18:27:08,256 - mmdet - INFO - Epoch [13][1050/7330] lr: 3.778e-07, eta: 1 day, 12:56:10, time: 0.747, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0335, loss_cls: 0.1721, acc: 93.6960, loss_bbox: 0.2245, loss_mask: 0.2250, loss: 0.6794 +2022-09-21 18:27:45,582 - mmdet - INFO - Epoch [13][1100/7330] lr: 3.778e-07, eta: 1 day, 12:55:31, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0338, loss_cls: 0.1757, acc: 93.6489, loss_bbox: 0.2196, loss_mask: 0.2223, loss: 0.6777 +2022-09-21 18:28:22,330 - mmdet - INFO - Epoch [13][1150/7330] lr: 3.778e-07, eta: 1 day, 12:54:50, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0341, loss_cls: 0.1747, acc: 93.7075, loss_bbox: 0.2226, loss_mask: 0.2222, loss: 0.6808 +2022-09-21 18:28:59,376 - mmdet - INFO - Epoch [13][1200/7330] lr: 3.778e-07, eta: 1 day, 12:54:10, time: 0.741, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0351, loss_cls: 0.1709, acc: 93.7795, loss_bbox: 0.2210, loss_mask: 0.2193, loss: 0.6706 +2022-09-21 18:29:35,924 - mmdet - INFO - Epoch [13][1250/7330] lr: 3.778e-07, eta: 1 day, 12:53:30, time: 0.731, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0318, loss_cls: 0.1623, acc: 94.0847, loss_bbox: 0.2094, loss_mask: 0.2211, loss: 0.6511 +2022-09-21 18:30:12,793 - mmdet - INFO - Epoch [13][1300/7330] lr: 3.778e-07, eta: 1 day, 12:52:49, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0341, loss_cls: 0.1721, acc: 93.6777, loss_bbox: 0.2217, loss_mask: 0.2195, loss: 0.6749 +2022-09-21 18:30:50,077 - mmdet - INFO - Epoch [13][1350/7330] lr: 3.778e-07, eta: 1 day, 12:52:10, time: 0.746, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0348, loss_cls: 0.1765, acc: 93.6663, loss_bbox: 0.2271, loss_mask: 0.2283, loss: 0.6930 +2022-09-21 18:31:26,280 - mmdet - INFO - Epoch [13][1400/7330] lr: 3.778e-07, eta: 1 day, 12:51:28, time: 0.724, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0310, loss_cls: 0.1610, acc: 94.1318, loss_bbox: 0.2075, loss_mask: 0.2180, loss: 0.6407 +2022-09-21 18:32:03,560 - mmdet - INFO - Epoch [13][1450/7330] lr: 3.778e-07, eta: 1 day, 12:50:49, time: 0.746, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0349, loss_cls: 0.1770, acc: 93.6545, loss_bbox: 0.2246, loss_mask: 0.2272, loss: 0.6913 +2022-09-21 18:32:40,115 - mmdet - INFO - Epoch [13][1500/7330] lr: 3.778e-07, eta: 1 day, 12:50:08, time: 0.731, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0325, loss_cls: 0.1637, acc: 93.9424, loss_bbox: 0.2145, loss_mask: 0.2192, loss: 0.6554 +2022-09-21 18:33:17,721 - mmdet - INFO - Epoch [13][1550/7330] lr: 3.778e-07, eta: 1 day, 12:49:29, time: 0.752, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0343, loss_cls: 0.1684, acc: 93.8979, loss_bbox: 0.2141, loss_mask: 0.2274, loss: 0.6702 +2022-09-21 18:33:54,879 - mmdet - INFO - Epoch [13][1600/7330] lr: 3.778e-07, eta: 1 day, 12:48:49, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0327, loss_cls: 0.1581, acc: 94.2544, loss_bbox: 0.2045, loss_mask: 0.2184, loss: 0.6370 +2022-09-21 18:34:31,401 - mmdet - INFO - Epoch [13][1650/7330] lr: 3.778e-07, eta: 1 day, 12:48:09, time: 0.730, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0354, loss_cls: 0.1784, acc: 93.6748, loss_bbox: 0.2272, loss_mask: 0.2296, loss: 0.6984 +2022-09-21 18:35:09,036 - mmdet - INFO - Epoch [13][1700/7330] lr: 3.778e-07, eta: 1 day, 12:47:30, time: 0.753, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0337, loss_cls: 0.1757, acc: 93.6602, loss_bbox: 0.2215, loss_mask: 0.2250, loss: 0.6825 +2022-09-21 18:35:46,205 - mmdet - INFO - Epoch [13][1750/7330] lr: 3.778e-07, eta: 1 day, 12:46:50, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0353, loss_cls: 0.1759, acc: 93.6926, loss_bbox: 0.2204, loss_mask: 0.2273, loss: 0.6859 +2022-09-21 18:36:22,667 - mmdet - INFO - Epoch [13][1800/7330] lr: 3.778e-07, eta: 1 day, 12:46:09, time: 0.729, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0343, loss_cls: 0.1777, acc: 93.6245, loss_bbox: 0.2222, loss_mask: 0.2274, loss: 0.6878 +2022-09-21 18:36:59,967 - mmdet - INFO - Epoch [13][1850/7330] lr: 3.778e-07, eta: 1 day, 12:45:30, time: 0.746, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0339, loss_cls: 0.1649, acc: 94.0735, loss_bbox: 0.2124, loss_mask: 0.2314, loss: 0.6704 +2022-09-21 18:37:37,676 - mmdet - INFO - Epoch [13][1900/7330] lr: 3.778e-07, eta: 1 day, 12:44:51, time: 0.754, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0326, loss_cls: 0.1640, acc: 94.0413, loss_bbox: 0.2056, loss_mask: 0.2164, loss: 0.6426 +2022-09-21 18:38:15,287 - mmdet - INFO - Epoch [13][1950/7330] lr: 3.778e-07, eta: 1 day, 12:44:12, time: 0.752, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0328, loss_cls: 0.1552, acc: 94.3889, loss_bbox: 0.1966, loss_mask: 0.2162, loss: 0.6266 +2022-09-21 18:38:52,048 - mmdet - INFO - Epoch [13][2000/7330] lr: 3.778e-07, eta: 1 day, 12:43:32, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0342, loss_cls: 0.1709, acc: 93.8105, loss_bbox: 0.2182, loss_mask: 0.2270, loss: 0.6759 +2022-09-21 18:39:30,170 - mmdet - INFO - Epoch [13][2050/7330] lr: 3.778e-07, eta: 1 day, 12:42:54, time: 0.762, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0327, loss_cls: 0.1676, acc: 93.9976, loss_bbox: 0.2110, loss_mask: 0.2238, loss: 0.6606 +2022-09-21 18:40:07,652 - mmdet - INFO - Epoch [13][2100/7330] lr: 3.778e-07, eta: 1 day, 12:42:15, time: 0.750, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0329, loss_cls: 0.1704, acc: 93.9287, loss_bbox: 0.2153, loss_mask: 0.2208, loss: 0.6656 +2022-09-21 18:40:43,995 - mmdet - INFO - Epoch [13][2150/7330] lr: 3.778e-07, eta: 1 day, 12:41:34, time: 0.727, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0335, loss_cls: 0.1684, acc: 93.8511, loss_bbox: 0.2170, loss_mask: 0.2256, loss: 0.6692 +2022-09-21 18:41:20,949 - mmdet - INFO - Epoch [13][2200/7330] lr: 3.778e-07, eta: 1 day, 12:40:54, time: 0.739, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0352, loss_cls: 0.1688, acc: 93.8198, loss_bbox: 0.2174, loss_mask: 0.2209, loss: 0.6664 +2022-09-21 18:41:58,468 - mmdet - INFO - Epoch [13][2250/7330] lr: 3.778e-07, eta: 1 day, 12:40:15, time: 0.750, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0364, loss_cls: 0.1734, acc: 93.7158, loss_bbox: 0.2217, loss_mask: 0.2236, loss: 0.6815 +2022-09-21 18:42:36,308 - mmdet - INFO - Epoch [13][2300/7330] lr: 3.778e-07, eta: 1 day, 12:39:37, time: 0.757, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0326, loss_cls: 0.1662, acc: 93.8748, loss_bbox: 0.2179, loss_mask: 0.2208, loss: 0.6607 +2022-09-21 18:43:13,626 - mmdet - INFO - Epoch [13][2350/7330] lr: 3.778e-07, eta: 1 day, 12:38:57, time: 0.746, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0359, loss_cls: 0.1768, acc: 93.5918, loss_bbox: 0.2264, loss_mask: 0.2316, loss: 0.6958 +2022-09-21 18:43:50,458 - mmdet - INFO - Epoch [13][2400/7330] lr: 3.778e-07, eta: 1 day, 12:38:17, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0335, loss_cls: 0.1687, acc: 93.8213, loss_bbox: 0.2154, loss_mask: 0.2221, loss: 0.6649 +2022-09-21 18:44:27,390 - mmdet - INFO - Epoch [13][2450/7330] lr: 3.778e-07, eta: 1 day, 12:37:37, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0345, loss_cls: 0.1709, acc: 93.8088, loss_bbox: 0.2128, loss_mask: 0.2216, loss: 0.6641 +2022-09-21 18:45:04,586 - mmdet - INFO - Epoch [13][2500/7330] lr: 3.778e-07, eta: 1 day, 12:36:57, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0355, loss_cls: 0.1772, acc: 93.6084, loss_bbox: 0.2225, loss_mask: 0.2264, loss: 0.6906 +2022-09-21 18:45:42,264 - mmdet - INFO - Epoch [13][2550/7330] lr: 3.778e-07, eta: 1 day, 12:36:19, time: 0.754, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0375, loss_cls: 0.1829, acc: 93.3699, loss_bbox: 0.2350, loss_mask: 0.2297, loss: 0.7121 +2022-09-21 18:46:19,640 - mmdet - INFO - Epoch [13][2600/7330] lr: 3.778e-07, eta: 1 day, 12:35:39, time: 0.748, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0379, loss_cls: 0.1765, acc: 93.5364, loss_bbox: 0.2244, loss_mask: 0.2264, loss: 0.6936 +2022-09-21 18:46:57,354 - mmdet - INFO - Epoch [13][2650/7330] lr: 3.778e-07, eta: 1 day, 12:35:01, time: 0.754, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0344, loss_cls: 0.1719, acc: 93.7361, loss_bbox: 0.2194, loss_mask: 0.2208, loss: 0.6723 +2022-09-21 18:47:34,431 - mmdet - INFO - Epoch [13][2700/7330] lr: 3.778e-07, eta: 1 day, 12:34:21, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0334, loss_cls: 0.1748, acc: 93.6504, loss_bbox: 0.2217, loss_mask: 0.2294, loss: 0.6840 +2022-09-21 18:48:11,391 - mmdet - INFO - Epoch [13][2750/7330] lr: 3.778e-07, eta: 1 day, 12:33:41, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0337, loss_cls: 0.1717, acc: 93.7661, loss_bbox: 0.2199, loss_mask: 0.2234, loss: 0.6735 +2022-09-21 18:48:48,705 - mmdet - INFO - Epoch [13][2800/7330] lr: 3.778e-07, eta: 1 day, 12:33:02, time: 0.747, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0332, loss_cls: 0.1718, acc: 93.7812, loss_bbox: 0.2237, loss_mask: 0.2191, loss: 0.6719 +2022-09-21 18:49:25,498 - mmdet - INFO - Epoch [13][2850/7330] lr: 3.778e-07, eta: 1 day, 12:32:22, time: 0.736, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0333, loss_cls: 0.1613, acc: 94.2542, loss_bbox: 0.2074, loss_mask: 0.2254, loss: 0.6522 +2022-09-21 18:50:02,217 - mmdet - INFO - Epoch [13][2900/7330] lr: 3.778e-07, eta: 1 day, 12:31:41, time: 0.734, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0322, loss_cls: 0.1704, acc: 93.7986, loss_bbox: 0.2129, loss_mask: 0.2221, loss: 0.6620 +2022-09-21 18:50:39,142 - mmdet - INFO - Epoch [13][2950/7330] lr: 3.778e-07, eta: 1 day, 12:31:01, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0319, loss_cls: 0.1633, acc: 94.0093, loss_bbox: 0.2099, loss_mask: 0.2174, loss: 0.6452 +2022-09-21 18:51:16,235 - mmdet - INFO - Epoch [13][3000/7330] lr: 3.778e-07, eta: 1 day, 12:30:21, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0351, loss_cls: 0.1751, acc: 93.6196, loss_bbox: 0.2168, loss_mask: 0.2243, loss: 0.6780 +2022-09-21 18:51:53,156 - mmdet - INFO - Epoch [13][3050/7330] lr: 3.778e-07, eta: 1 day, 12:29:41, time: 0.739, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0367, loss_cls: 0.1797, acc: 93.5298, loss_bbox: 0.2302, loss_mask: 0.2261, loss: 0.6987 +2022-09-21 18:52:30,673 - mmdet - INFO - Epoch [13][3100/7330] lr: 3.778e-07, eta: 1 day, 12:29:02, time: 0.750, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0340, loss_cls: 0.1747, acc: 93.6997, loss_bbox: 0.2218, loss_mask: 0.2216, loss: 0.6773 +2022-09-21 18:53:07,631 - mmdet - INFO - Epoch [13][3150/7330] lr: 3.778e-07, eta: 1 day, 12:28:22, time: 0.739, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0304, loss_cls: 0.1614, acc: 94.1045, loss_bbox: 0.2096, loss_mask: 0.2182, loss: 0.6421 +2022-09-21 18:53:45,325 - mmdet - INFO - Epoch [13][3200/7330] lr: 3.778e-07, eta: 1 day, 12:27:44, time: 0.754, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0325, loss_cls: 0.1734, acc: 93.7834, loss_bbox: 0.2203, loss_mask: 0.2205, loss: 0.6706 +2022-09-21 18:54:22,503 - mmdet - INFO - Epoch [13][3250/7330] lr: 3.778e-07, eta: 1 day, 12:27:04, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0333, loss_cls: 0.1710, acc: 93.7888, loss_bbox: 0.2188, loss_mask: 0.2231, loss: 0.6707 +2022-09-21 18:54:59,742 - mmdet - INFO - Epoch [13][3300/7330] lr: 3.778e-07, eta: 1 day, 12:26:25, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0338, loss_cls: 0.1738, acc: 93.6367, loss_bbox: 0.2193, loss_mask: 0.2244, loss: 0.6749 +2022-09-21 18:55:37,027 - mmdet - INFO - Epoch [13][3350/7330] lr: 3.778e-07, eta: 1 day, 12:25:45, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0333, loss_cls: 0.1763, acc: 93.6794, loss_bbox: 0.2226, loss_mask: 0.2245, loss: 0.6829 +2022-09-21 18:56:14,441 - mmdet - INFO - Epoch [13][3400/7330] lr: 3.778e-07, eta: 1 day, 12:25:06, time: 0.748, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0368, loss_cls: 0.1755, acc: 93.5933, loss_bbox: 0.2261, loss_mask: 0.2298, loss: 0.6956 +2022-09-21 18:56:51,004 - mmdet - INFO - Epoch [13][3450/7330] lr: 3.778e-07, eta: 1 day, 12:24:26, time: 0.731, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0309, loss_cls: 0.1618, acc: 94.1411, loss_bbox: 0.2066, loss_mask: 0.2167, loss: 0.6403 +2022-09-21 18:57:27,875 - mmdet - INFO - Epoch [13][3500/7330] lr: 3.778e-07, eta: 1 day, 12:23:46, time: 0.737, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0340, loss_cls: 0.1700, acc: 93.8696, loss_bbox: 0.2203, loss_mask: 0.2322, loss: 0.6831 +2022-09-21 18:58:04,595 - mmdet - INFO - Epoch [13][3550/7330] lr: 3.778e-07, eta: 1 day, 12:23:05, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0334, loss_cls: 0.1639, acc: 94.0447, loss_bbox: 0.2098, loss_mask: 0.2209, loss: 0.6542 +2022-09-21 18:58:41,647 - mmdet - INFO - Epoch [13][3600/7330] lr: 3.778e-07, eta: 1 day, 12:22:25, time: 0.744, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0333, loss_cls: 0.1711, acc: 93.8005, loss_bbox: 0.2142, loss_mask: 0.2194, loss: 0.6661 +2022-09-21 18:59:19,113 - mmdet - INFO - Epoch [13][3650/7330] lr: 3.778e-07, eta: 1 day, 12:21:46, time: 0.750, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0340, loss_cls: 0.1661, acc: 93.9932, loss_bbox: 0.2123, loss_mask: 0.2253, loss: 0.6639 +2022-09-21 18:59:56,693 - mmdet - INFO - Epoch [13][3700/7330] lr: 3.778e-07, eta: 1 day, 12:21:08, time: 0.751, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0353, loss_cls: 0.1693, acc: 93.7732, loss_bbox: 0.2214, loss_mask: 0.2257, loss: 0.6771 +2022-09-21 19:00:34,154 - mmdet - INFO - Epoch [13][3750/7330] lr: 3.778e-07, eta: 1 day, 12:20:29, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0324, loss_cls: 0.1637, acc: 94.0244, loss_bbox: 0.2109, loss_mask: 0.2201, loss: 0.6530 +2022-09-21 19:01:10,504 - mmdet - INFO - Epoch [13][3800/7330] lr: 3.778e-07, eta: 1 day, 12:19:47, time: 0.727, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0334, loss_cls: 0.1736, acc: 93.6387, loss_bbox: 0.2171, loss_mask: 0.2193, loss: 0.6675 +2022-09-21 19:01:47,365 - mmdet - INFO - Epoch [13][3850/7330] lr: 3.778e-07, eta: 1 day, 12:19:07, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0349, loss_cls: 0.1763, acc: 93.6648, loss_bbox: 0.2208, loss_mask: 0.2240, loss: 0.6826 +2022-09-21 19:02:24,015 - mmdet - INFO - Epoch [13][3900/7330] lr: 3.778e-07, eta: 1 day, 12:18:27, time: 0.732, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0312, loss_cls: 0.1693, acc: 93.8308, loss_bbox: 0.2132, loss_mask: 0.2166, loss: 0.6535 +2022-09-21 19:03:01,195 - mmdet - INFO - Epoch [13][3950/7330] lr: 3.778e-07, eta: 1 day, 12:17:47, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0333, loss_cls: 0.1678, acc: 94.0139, loss_bbox: 0.2125, loss_mask: 0.2264, loss: 0.6647 +2022-09-21 19:03:37,790 - mmdet - INFO - Epoch [13][4000/7330] lr: 3.778e-07, eta: 1 day, 12:17:07, time: 0.733, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0312, loss_cls: 0.1620, acc: 94.1565, loss_bbox: 0.2108, loss_mask: 0.2176, loss: 0.6468 +2022-09-21 19:04:14,752 - mmdet - INFO - Epoch [13][4050/7330] lr: 3.778e-07, eta: 1 day, 12:16:27, time: 0.739, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0341, loss_cls: 0.1660, acc: 93.9973, loss_bbox: 0.2168, loss_mask: 0.2210, loss: 0.6628 +2022-09-21 19:04:52,220 - mmdet - INFO - Epoch [13][4100/7330] lr: 3.778e-07, eta: 1 day, 12:15:48, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0319, loss_cls: 0.1683, acc: 93.9524, loss_bbox: 0.2140, loss_mask: 0.2201, loss: 0.6585 +2022-09-21 19:05:30,058 - mmdet - INFO - Epoch [13][4150/7330] lr: 3.778e-07, eta: 1 day, 12:15:10, time: 0.758, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0342, loss_cls: 0.1760, acc: 93.6917, loss_bbox: 0.2190, loss_mask: 0.2248, loss: 0.6788 +2022-09-21 19:06:07,335 - mmdet - INFO - Epoch [13][4200/7330] lr: 3.778e-07, eta: 1 day, 12:14:30, time: 0.745, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0360, loss_cls: 0.1757, acc: 93.5251, loss_bbox: 0.2235, loss_mask: 0.2211, loss: 0.6818 +2022-09-21 19:06:44,314 - mmdet - INFO - Epoch [13][4250/7330] lr: 3.778e-07, eta: 1 day, 12:13:50, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0310, loss_cls: 0.1649, acc: 94.0042, loss_bbox: 0.2092, loss_mask: 0.2162, loss: 0.6456 +2022-09-21 19:07:20,762 - mmdet - INFO - Epoch [13][4300/7330] lr: 3.778e-07, eta: 1 day, 12:13:10, time: 0.729, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0347, loss_cls: 0.1766, acc: 93.6501, loss_bbox: 0.2222, loss_mask: 0.2237, loss: 0.6846 +2022-09-21 19:07:58,398 - mmdet - INFO - Epoch [13][4350/7330] lr: 3.778e-07, eta: 1 day, 12:12:31, time: 0.753, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0328, loss_cls: 0.1683, acc: 93.9092, loss_bbox: 0.2142, loss_mask: 0.2218, loss: 0.6624 +2022-09-21 19:08:36,075 - mmdet - INFO - Epoch [13][4400/7330] lr: 3.778e-07, eta: 1 day, 12:11:52, time: 0.751, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0328, loss_cls: 0.1684, acc: 93.8352, loss_bbox: 0.2196, loss_mask: 0.2260, loss: 0.6699 +2022-09-21 19:09:12,859 - mmdet - INFO - Epoch [13][4450/7330] lr: 3.778e-07, eta: 1 day, 12:11:12, time: 0.738, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0350, loss_cls: 0.1746, acc: 93.7092, loss_bbox: 0.2118, loss_mask: 0.2261, loss: 0.6758 +2022-09-21 19:09:50,128 - mmdet - INFO - Epoch [13][4500/7330] lr: 3.778e-07, eta: 1 day, 12:10:33, time: 0.745, data_time: 0.025, memory: 54023, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0347, loss_cls: 0.1778, acc: 93.6250, loss_bbox: 0.2224, loss_mask: 0.2253, loss: 0.6888 +2022-09-21 19:10:27,304 - mmdet - INFO - Epoch [13][4550/7330] lr: 3.778e-07, eta: 1 day, 12:09:53, time: 0.744, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0314, loss_cls: 0.1674, acc: 93.9089, loss_bbox: 0.2141, loss_mask: 0.2194, loss: 0.6567 +2022-09-21 19:11:04,451 - mmdet - INFO - Epoch [13][4600/7330] lr: 3.778e-07, eta: 1 day, 12:09:14, time: 0.743, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0349, loss_cls: 0.1787, acc: 93.5371, loss_bbox: 0.2258, loss_mask: 0.2194, loss: 0.6849 +2022-09-21 19:11:41,695 - mmdet - INFO - Epoch [13][4650/7330] lr: 3.778e-07, eta: 1 day, 12:08:34, time: 0.745, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0329, loss_cls: 0.1758, acc: 93.6958, loss_bbox: 0.2205, loss_mask: 0.2300, loss: 0.6860 +2022-09-21 19:12:18,273 - mmdet - INFO - Epoch [13][4700/7330] lr: 3.778e-07, eta: 1 day, 12:07:54, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0364, loss_cls: 0.1782, acc: 93.5708, loss_bbox: 0.2227, loss_mask: 0.2259, loss: 0.6900 +2022-09-21 19:12:55,020 - mmdet - INFO - Epoch [13][4750/7330] lr: 3.778e-07, eta: 1 day, 12:07:14, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0320, loss_cls: 0.1660, acc: 93.9856, loss_bbox: 0.2129, loss_mask: 0.2204, loss: 0.6537 +2022-09-21 19:13:32,117 - mmdet - INFO - Epoch [13][4800/7330] lr: 3.778e-07, eta: 1 day, 12:06:34, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0347, loss_cls: 0.1739, acc: 93.6482, loss_bbox: 0.2237, loss_mask: 0.2227, loss: 0.6816 +2022-09-21 19:14:09,206 - mmdet - INFO - Epoch [13][4850/7330] lr: 3.778e-07, eta: 1 day, 12:05:54, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0343, loss_cls: 0.1791, acc: 93.5876, loss_bbox: 0.2236, loss_mask: 0.2244, loss: 0.6880 +2022-09-21 19:14:46,651 - mmdet - INFO - Epoch [13][4900/7330] lr: 3.778e-07, eta: 1 day, 12:05:15, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0338, loss_cls: 0.1701, acc: 93.8306, loss_bbox: 0.2142, loss_mask: 0.2230, loss: 0.6666 +2022-09-21 19:15:23,027 - mmdet - INFO - Epoch [13][4950/7330] lr: 3.778e-07, eta: 1 day, 12:04:34, time: 0.728, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0348, loss_cls: 0.1756, acc: 93.6970, loss_bbox: 0.2197, loss_mask: 0.2268, loss: 0.6836 +2022-09-21 19:15:59,992 - mmdet - INFO - Epoch [13][5000/7330] lr: 3.778e-07, eta: 1 day, 12:03:55, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0320, loss_cls: 0.1724, acc: 93.8074, loss_bbox: 0.2138, loss_mask: 0.2255, loss: 0.6705 +2022-09-21 19:16:37,303 - mmdet - INFO - Epoch [13][5050/7330] lr: 3.778e-07, eta: 1 day, 12:03:15, time: 0.746, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0343, loss_cls: 0.1727, acc: 93.7842, loss_bbox: 0.2196, loss_mask: 0.2283, loss: 0.6813 +2022-09-21 19:17:13,838 - mmdet - INFO - Epoch [13][5100/7330] lr: 3.778e-07, eta: 1 day, 12:02:35, time: 0.730, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0322, loss_cls: 0.1685, acc: 93.9006, loss_bbox: 0.2092, loss_mask: 0.2216, loss: 0.6551 +2022-09-21 19:17:50,736 - mmdet - INFO - Epoch [13][5150/7330] lr: 3.778e-07, eta: 1 day, 12:01:55, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0367, loss_cls: 0.1751, acc: 93.6355, loss_bbox: 0.2214, loss_mask: 0.2228, loss: 0.6825 +2022-09-21 19:18:27,952 - mmdet - INFO - Epoch [13][5200/7330] lr: 3.778e-07, eta: 1 day, 12:01:15, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0351, loss_cls: 0.1785, acc: 93.5867, loss_bbox: 0.2263, loss_mask: 0.2238, loss: 0.6881 +2022-09-21 19:19:04,812 - mmdet - INFO - Epoch [13][5250/7330] lr: 3.778e-07, eta: 1 day, 12:00:35, time: 0.737, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0353, loss_cls: 0.1689, acc: 93.8062, loss_bbox: 0.2189, loss_mask: 0.2245, loss: 0.6754 +2022-09-21 19:19:41,548 - mmdet - INFO - Epoch [13][5300/7330] lr: 3.778e-07, eta: 1 day, 11:59:55, time: 0.735, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0315, loss_cls: 0.1702, acc: 93.8430, loss_bbox: 0.2125, loss_mask: 0.2179, loss: 0.6553 +2022-09-21 19:20:19,070 - mmdet - INFO - Epoch [13][5350/7330] lr: 3.778e-07, eta: 1 day, 11:59:16, time: 0.750, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0321, loss_cls: 0.1645, acc: 94.0500, loss_bbox: 0.2099, loss_mask: 0.2303, loss: 0.6608 +2022-09-21 19:20:55,242 - mmdet - INFO - Epoch [13][5400/7330] lr: 3.778e-07, eta: 1 day, 11:58:35, time: 0.722, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0336, loss_cls: 0.1666, acc: 93.9873, loss_bbox: 0.2141, loss_mask: 0.2235, loss: 0.6659 +2022-09-21 19:21:32,194 - mmdet - INFO - Epoch [13][5450/7330] lr: 3.778e-07, eta: 1 day, 11:57:55, time: 0.740, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0335, loss_cls: 0.1632, acc: 94.0903, loss_bbox: 0.2098, loss_mask: 0.2187, loss: 0.6510 +2022-09-21 19:22:08,749 - mmdet - INFO - Epoch [13][5500/7330] lr: 3.778e-07, eta: 1 day, 11:57:15, time: 0.731, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0349, loss_cls: 0.1749, acc: 93.6140, loss_bbox: 0.2252, loss_mask: 0.2323, loss: 0.6924 +2022-09-21 19:22:45,413 - mmdet - INFO - Epoch [13][5550/7330] lr: 3.778e-07, eta: 1 day, 11:56:34, time: 0.733, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0347, loss_cls: 0.1694, acc: 93.9907, loss_bbox: 0.2122, loss_mask: 0.2202, loss: 0.6628 +2022-09-21 19:23:22,106 - mmdet - INFO - Epoch [13][5600/7330] lr: 3.778e-07, eta: 1 day, 11:55:54, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0338, loss_cls: 0.1720, acc: 93.8179, loss_bbox: 0.2158, loss_mask: 0.2170, loss: 0.6651 +2022-09-21 19:23:58,895 - mmdet - INFO - Epoch [13][5650/7330] lr: 3.778e-07, eta: 1 day, 11:55:14, time: 0.736, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0319, loss_cls: 0.1664, acc: 93.9861, loss_bbox: 0.2103, loss_mask: 0.2210, loss: 0.6551 +2022-09-21 19:24:35,695 - mmdet - INFO - Epoch [13][5700/7330] lr: 3.778e-07, eta: 1 day, 11:54:34, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0325, loss_cls: 0.1708, acc: 93.8337, loss_bbox: 0.2170, loss_mask: 0.2241, loss: 0.6690 +2022-09-21 19:25:13,336 - mmdet - INFO - Epoch [13][5750/7330] lr: 3.778e-07, eta: 1 day, 11:53:55, time: 0.753, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0336, loss_cls: 0.1655, acc: 93.8713, loss_bbox: 0.2200, loss_mask: 0.2200, loss: 0.6635 +2022-09-21 19:25:50,418 - mmdet - INFO - Epoch [13][5800/7330] lr: 3.778e-07, eta: 1 day, 11:53:15, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0302, loss_cls: 0.1638, acc: 94.1597, loss_bbox: 0.2028, loss_mask: 0.2140, loss: 0.6338 +2022-09-21 19:26:27,784 - mmdet - INFO - Epoch [13][5850/7330] lr: 3.778e-07, eta: 1 day, 11:52:36, time: 0.745, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0359, loss_cls: 0.1811, acc: 93.4487, loss_bbox: 0.2316, loss_mask: 0.2274, loss: 0.7026 +2022-09-21 19:27:04,696 - mmdet - INFO - Epoch [13][5900/7330] lr: 3.778e-07, eta: 1 day, 11:51:57, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0318, loss_cls: 0.1597, acc: 94.1355, loss_bbox: 0.2105, loss_mask: 0.2219, loss: 0.6464 +2022-09-21 19:27:42,100 - mmdet - INFO - Epoch [13][5950/7330] lr: 3.778e-07, eta: 1 day, 11:51:18, time: 0.748, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0335, loss_cls: 0.1674, acc: 93.9382, loss_bbox: 0.2126, loss_mask: 0.2239, loss: 0.6642 +2022-09-21 19:28:18,324 - mmdet - INFO - Epoch [13][6000/7330] lr: 3.778e-07, eta: 1 day, 11:50:36, time: 0.724, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0307, loss_cls: 0.1669, acc: 93.9695, loss_bbox: 0.2096, loss_mask: 0.2210, loss: 0.6529 +2022-09-21 19:28:55,692 - mmdet - INFO - Epoch [13][6050/7330] lr: 3.778e-07, eta: 1 day, 11:49:57, time: 0.748, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0326, loss_cls: 0.1632, acc: 93.9929, loss_bbox: 0.2106, loss_mask: 0.2206, loss: 0.6503 +2022-09-21 19:29:32,532 - mmdet - INFO - Epoch [13][6100/7330] lr: 3.778e-07, eta: 1 day, 11:49:17, time: 0.737, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0341, loss_cls: 0.1730, acc: 93.8286, loss_bbox: 0.2171, loss_mask: 0.2183, loss: 0.6686 +2022-09-21 19:30:09,618 - mmdet - INFO - Epoch [13][6150/7330] lr: 3.778e-07, eta: 1 day, 11:48:38, time: 0.742, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0341, loss_cls: 0.1757, acc: 93.5876, loss_bbox: 0.2201, loss_mask: 0.2240, loss: 0.6806 +2022-09-21 19:30:46,867 - mmdet - INFO - Epoch [13][6200/7330] lr: 3.778e-07, eta: 1 day, 11:47:58, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0334, loss_cls: 0.1712, acc: 93.8335, loss_bbox: 0.2158, loss_mask: 0.2282, loss: 0.6757 +2022-09-21 19:31:23,703 - mmdet - INFO - Epoch [13][6250/7330] lr: 3.778e-07, eta: 1 day, 11:47:18, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0340, loss_cls: 0.1731, acc: 93.6631, loss_bbox: 0.2217, loss_mask: 0.2229, loss: 0.6791 +2022-09-21 19:32:00,996 - mmdet - INFO - Epoch [13][6300/7330] lr: 3.778e-07, eta: 1 day, 11:46:39, time: 0.745, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0339, loss_cls: 0.1756, acc: 93.6311, loss_bbox: 0.2198, loss_mask: 0.2198, loss: 0.6726 +2022-09-21 19:32:37,833 - mmdet - INFO - Epoch [13][6350/7330] lr: 3.778e-07, eta: 1 day, 11:45:59, time: 0.737, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0342, loss_cls: 0.1746, acc: 93.6360, loss_bbox: 0.2244, loss_mask: 0.2240, loss: 0.6829 +2022-09-21 19:33:14,866 - mmdet - INFO - Epoch [13][6400/7330] lr: 3.778e-07, eta: 1 day, 11:45:20, time: 0.741, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0316, loss_cls: 0.1725, acc: 93.7744, loss_bbox: 0.2147, loss_mask: 0.2235, loss: 0.6651 +2022-09-21 19:33:51,371 - mmdet - INFO - Epoch [13][6450/7330] lr: 3.778e-07, eta: 1 day, 11:44:39, time: 0.730, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0341, loss_cls: 0.1732, acc: 93.5950, loss_bbox: 0.2219, loss_mask: 0.2266, loss: 0.6796 +2022-09-21 19:34:29,093 - mmdet - INFO - Epoch [13][6500/7330] lr: 3.778e-07, eta: 1 day, 11:44:01, time: 0.754, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0344, loss_cls: 0.1693, acc: 93.8560, loss_bbox: 0.2122, loss_mask: 0.2282, loss: 0.6702 +2022-09-21 19:35:05,691 - mmdet - INFO - Epoch [13][6550/7330] lr: 3.778e-07, eta: 1 day, 11:43:20, time: 0.731, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0342, loss_cls: 0.1760, acc: 93.6455, loss_bbox: 0.2182, loss_mask: 0.2313, loss: 0.6847 +2022-09-21 19:35:42,473 - mmdet - INFO - Epoch [13][6600/7330] lr: 3.778e-07, eta: 1 day, 11:42:40, time: 0.736, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0340, loss_cls: 0.1697, acc: 93.7422, loss_bbox: 0.2208, loss_mask: 0.2290, loss: 0.6777 +2022-09-21 19:36:19,067 - mmdet - INFO - Epoch [13][6650/7330] lr: 3.778e-07, eta: 1 day, 11:42:00, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0341, loss_cls: 0.1807, acc: 93.4604, loss_bbox: 0.2297, loss_mask: 0.2229, loss: 0.6949 +2022-09-21 19:36:55,614 - mmdet - INFO - Epoch [13][6700/7330] lr: 3.778e-07, eta: 1 day, 11:41:19, time: 0.731, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0327, loss_cls: 0.1671, acc: 93.8921, loss_bbox: 0.2131, loss_mask: 0.2211, loss: 0.6583 +2022-09-21 19:37:33,331 - mmdet - INFO - Epoch [13][6750/7330] lr: 3.778e-07, eta: 1 day, 11:40:41, time: 0.754, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0358, loss_cls: 0.1778, acc: 93.5503, loss_bbox: 0.2282, loss_mask: 0.2322, loss: 0.6991 +2022-09-21 19:38:09,990 - mmdet - INFO - Epoch [13][6800/7330] lr: 3.778e-07, eta: 1 day, 11:40:01, time: 0.733, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0323, loss_cls: 0.1691, acc: 93.9309, loss_bbox: 0.2132, loss_mask: 0.2196, loss: 0.6614 +2022-09-21 19:38:47,346 - mmdet - INFO - Epoch [13][6850/7330] lr: 3.778e-07, eta: 1 day, 11:39:22, time: 0.747, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0349, loss_cls: 0.1812, acc: 93.4937, loss_bbox: 0.2257, loss_mask: 0.2249, loss: 0.6937 +2022-09-21 19:39:24,863 - mmdet - INFO - Epoch [13][6900/7330] lr: 3.778e-07, eta: 1 day, 11:38:43, time: 0.750, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0341, loss_cls: 0.1756, acc: 93.7444, loss_bbox: 0.2179, loss_mask: 0.2228, loss: 0.6771 +2022-09-21 19:40:02,596 - mmdet - INFO - Epoch [13][6950/7330] lr: 3.778e-07, eta: 1 day, 11:38:04, time: 0.755, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0338, loss_cls: 0.1767, acc: 93.6045, loss_bbox: 0.2278, loss_mask: 0.2234, loss: 0.6867 +2022-09-21 19:40:40,419 - mmdet - INFO - Epoch [13][7000/7330] lr: 3.778e-07, eta: 1 day, 11:37:26, time: 0.756, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0382, loss_cls: 0.1845, acc: 93.3262, loss_bbox: 0.2298, loss_mask: 0.2310, loss: 0.7147 +2022-09-21 19:41:17,540 - mmdet - INFO - Epoch [13][7050/7330] lr: 3.778e-07, eta: 1 day, 11:36:47, time: 0.742, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0337, loss_cls: 0.1696, acc: 93.8386, loss_bbox: 0.2146, loss_mask: 0.2233, loss: 0.6663 +2022-09-21 19:41:54,261 - mmdet - INFO - Epoch [13][7100/7330] lr: 3.778e-07, eta: 1 day, 11:36:07, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0332, loss_cls: 0.1797, acc: 93.5439, loss_bbox: 0.2247, loss_mask: 0.2255, loss: 0.6871 +2022-09-21 19:42:31,597 - mmdet - INFO - Epoch [13][7150/7330] lr: 3.778e-07, eta: 1 day, 11:35:28, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0347, loss_cls: 0.1813, acc: 93.6074, loss_bbox: 0.2210, loss_mask: 0.2264, loss: 0.6910 +2022-09-21 19:43:08,819 - mmdet - INFO - Epoch [13][7200/7330] lr: 3.778e-07, eta: 1 day, 11:34:48, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0355, loss_cls: 0.1785, acc: 93.5781, loss_bbox: 0.2239, loss_mask: 0.2247, loss: 0.6880 +2022-09-21 19:43:46,387 - mmdet - INFO - Epoch [13][7250/7330] lr: 3.778e-07, eta: 1 day, 11:34:10, time: 0.752, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0336, loss_cls: 0.1678, acc: 93.9644, loss_bbox: 0.2168, loss_mask: 0.2247, loss: 0.6675 +2022-09-21 19:44:23,505 - mmdet - INFO - Epoch [13][7300/7330] lr: 3.778e-07, eta: 1 day, 11:33:30, time: 0.742, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0340, loss_cls: 0.1715, acc: 93.6074, loss_bbox: 0.2232, loss_mask: 0.2220, loss: 0.6759 +2022-09-21 19:44:55,467 - mmdet - INFO - Saving checkpoint at 13 epochs +2022-09-21 19:47:08,254 - mmdet - INFO - Evaluating bbox... +2022-09-21 19:47:37,798 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.485 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.722 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.532 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.329 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.530 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.627 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.609 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.609 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.609 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.440 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.648 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.755 + +2022-09-21 19:47:37,799 - mmdet - INFO - Evaluating segm... +2022-09-21 19:48:12,021 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.436 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.691 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.467 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.241 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.473 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.634 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.554 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.554 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.554 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.376 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.595 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.723 + +2022-09-21 19:48:12,588 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 19:48:12,588 - mmdet - INFO - Epoch(val) [13][625] bbox_mAP: 0.4850, bbox_mAP_50: 0.7220, bbox_mAP_75: 0.5320, bbox_mAP_s: 0.3290, bbox_mAP_m: 0.5300, bbox_mAP_l: 0.6270, bbox_mAP_copypaste: 0.485 0.722 0.532 0.329 0.530 0.627, segm_mAP: 0.4360, segm_mAP_50: 0.6910, segm_mAP_75: 0.4670, segm_mAP_s: 0.2410, segm_mAP_m: 0.4730, segm_mAP_l: 0.6340, segm_mAP_copypaste: 0.436 0.691 0.467 0.241 0.473 0.634 +2022-09-21 19:51:32,221 - mmdet - INFO - Epoch [14][50/7330] lr: 3.778e-07, eta: 1 day, 11:36:35, time: 3.991, data_time: 3.262, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0327, loss_cls: 0.1678, acc: 93.9380, loss_bbox: 0.2103, loss_mask: 0.2209, loss: 0.6569 +2022-09-21 19:52:08,832 - mmdet - INFO - Epoch [14][100/7330] lr: 3.778e-07, eta: 1 day, 11:35:54, time: 0.732, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0319, loss_cls: 0.1580, acc: 94.2056, loss_bbox: 0.2048, loss_mask: 0.2189, loss: 0.6369 +2022-09-21 19:52:45,712 - mmdet - INFO - Epoch [14][150/7330] lr: 3.778e-07, eta: 1 day, 11:35:14, time: 0.738, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0333, loss_cls: 0.1686, acc: 93.8953, loss_bbox: 0.2167, loss_mask: 0.2282, loss: 0.6688 +2022-09-21 19:53:23,052 - mmdet - INFO - Epoch [14][200/7330] lr: 3.778e-07, eta: 1 day, 11:34:35, time: 0.746, data_time: 0.026, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0329, loss_cls: 0.1677, acc: 93.8799, loss_bbox: 0.2160, loss_mask: 0.2207, loss: 0.6628 +2022-09-21 19:54:00,245 - mmdet - INFO - Epoch [14][250/7330] lr: 3.778e-07, eta: 1 day, 11:33:55, time: 0.744, data_time: 0.025, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0313, loss_cls: 0.1652, acc: 94.1304, loss_bbox: 0.2112, loss_mask: 0.2212, loss: 0.6525 +2022-09-21 19:54:38,027 - mmdet - INFO - Epoch [14][300/7330] lr: 3.778e-07, eta: 1 day, 11:33:17, time: 0.756, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0327, loss_cls: 0.1656, acc: 94.0061, loss_bbox: 0.2144, loss_mask: 0.2201, loss: 0.6562 +2022-09-21 19:55:15,577 - mmdet - INFO - Epoch [14][350/7330] lr: 3.778e-07, eta: 1 day, 11:32:38, time: 0.751, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0338, loss_cls: 0.1686, acc: 93.7839, loss_bbox: 0.2231, loss_mask: 0.2207, loss: 0.6715 +2022-09-21 19:55:52,848 - mmdet - INFO - Epoch [14][400/7330] lr: 3.778e-07, eta: 1 day, 11:31:59, time: 0.745, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0325, loss_cls: 0.1700, acc: 93.7910, loss_bbox: 0.2133, loss_mask: 0.2207, loss: 0.6593 +2022-09-21 19:56:30,383 - mmdet - INFO - Epoch [14][450/7330] lr: 3.778e-07, eta: 1 day, 11:31:20, time: 0.751, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0314, loss_cls: 0.1663, acc: 93.9529, loss_bbox: 0.2112, loss_mask: 0.2144, loss: 0.6477 +2022-09-21 19:57:07,543 - mmdet - INFO - Epoch [14][500/7330] lr: 3.778e-07, eta: 1 day, 11:30:40, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0327, loss_cls: 0.1678, acc: 93.8770, loss_bbox: 0.2147, loss_mask: 0.2223, loss: 0.6603 +2022-09-21 19:57:44,985 - mmdet - INFO - Epoch [14][550/7330] lr: 3.778e-07, eta: 1 day, 11:30:01, time: 0.749, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0353, loss_cls: 0.1710, acc: 93.7356, loss_bbox: 0.2261, loss_mask: 0.2269, loss: 0.6836 +2022-09-21 19:58:22,060 - mmdet - INFO - Epoch [14][600/7330] lr: 3.778e-07, eta: 1 day, 11:29:22, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0355, loss_cls: 0.1794, acc: 93.5310, loss_bbox: 0.2313, loss_mask: 0.2259, loss: 0.6996 +2022-09-21 19:58:58,560 - mmdet - INFO - Epoch [14][650/7330] lr: 3.778e-07, eta: 1 day, 11:28:41, time: 0.730, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0325, loss_cls: 0.1631, acc: 94.0549, loss_bbox: 0.2114, loss_mask: 0.2147, loss: 0.6460 +2022-09-21 19:59:35,246 - mmdet - INFO - Epoch [14][700/7330] lr: 3.778e-07, eta: 1 day, 11:28:00, time: 0.734, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0328, loss_cls: 0.1658, acc: 93.8545, loss_bbox: 0.2202, loss_mask: 0.2217, loss: 0.6640 +2022-09-21 20:00:12,407 - mmdet - INFO - Epoch [14][750/7330] lr: 3.778e-07, eta: 1 day, 11:27:21, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0320, loss_cls: 0.1644, acc: 94.0610, loss_bbox: 0.2133, loss_mask: 0.2245, loss: 0.6567 +2022-09-21 20:00:48,834 - mmdet - INFO - Epoch [14][800/7330] lr: 3.778e-07, eta: 1 day, 11:26:40, time: 0.729, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0356, loss_cls: 0.1728, acc: 93.6931, loss_bbox: 0.2207, loss_mask: 0.2251, loss: 0.6802 +2022-09-21 20:01:25,341 - mmdet - INFO - Epoch [14][850/7330] lr: 3.778e-07, eta: 1 day, 11:25:59, time: 0.730, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0333, loss_cls: 0.1671, acc: 93.8701, loss_bbox: 0.2151, loss_mask: 0.2189, loss: 0.6600 +2022-09-21 20:02:03,571 - mmdet - INFO - Epoch [14][900/7330] lr: 3.778e-07, eta: 1 day, 11:25:22, time: 0.764, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0329, loss_cls: 0.1685, acc: 93.8738, loss_bbox: 0.2158, loss_mask: 0.2144, loss: 0.6559 +2022-09-21 20:02:40,313 - mmdet - INFO - Epoch [14][950/7330] lr: 3.778e-07, eta: 1 day, 11:24:42, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0326, loss_cls: 0.1704, acc: 93.8623, loss_bbox: 0.2154, loss_mask: 0.2224, loss: 0.6652 +2022-09-21 20:03:17,750 - mmdet - INFO - Epoch [14][1000/7330] lr: 3.778e-07, eta: 1 day, 11:24:03, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0317, loss_cls: 0.1692, acc: 93.9309, loss_bbox: 0.2112, loss_mask: 0.2175, loss: 0.6538 +2022-09-21 20:03:54,887 - mmdet - INFO - Epoch [14][1050/7330] lr: 3.778e-07, eta: 1 day, 11:23:23, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0327, loss_cls: 0.1706, acc: 93.7290, loss_bbox: 0.2183, loss_mask: 0.2218, loss: 0.6705 +2022-09-21 20:04:32,552 - mmdet - INFO - Epoch [14][1100/7330] lr: 3.778e-07, eta: 1 day, 11:22:44, time: 0.752, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0354, loss_cls: 0.1701, acc: 93.8333, loss_bbox: 0.2202, loss_mask: 0.2208, loss: 0.6739 +2022-09-21 20:05:10,077 - mmdet - INFO - Epoch [14][1150/7330] lr: 3.778e-07, eta: 1 day, 11:22:05, time: 0.750, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0307, loss_cls: 0.1678, acc: 93.8555, loss_bbox: 0.2173, loss_mask: 0.2233, loss: 0.6623 +2022-09-21 20:05:46,904 - mmdet - INFO - Epoch [14][1200/7330] lr: 3.778e-07, eta: 1 day, 11:21:25, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0325, loss_cls: 0.1671, acc: 93.8806, loss_bbox: 0.2135, loss_mask: 0.2237, loss: 0.6630 +2022-09-21 20:06:23,861 - mmdet - INFO - Epoch [14][1250/7330] lr: 3.778e-07, eta: 1 day, 11:20:45, time: 0.740, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0323, loss_cls: 0.1650, acc: 94.0178, loss_bbox: 0.2138, loss_mask: 0.2175, loss: 0.6540 +2022-09-21 20:07:01,312 - mmdet - INFO - Epoch [14][1300/7330] lr: 3.778e-07, eta: 1 day, 11:20:06, time: 0.749, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0340, loss_cls: 0.1717, acc: 93.7437, loss_bbox: 0.2180, loss_mask: 0.2264, loss: 0.6751 +2022-09-21 20:07:39,192 - mmdet - INFO - Epoch [14][1350/7330] lr: 3.778e-07, eta: 1 day, 11:19:28, time: 0.758, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0312, loss_cls: 0.1656, acc: 93.9980, loss_bbox: 0.2164, loss_mask: 0.2207, loss: 0.6560 +2022-09-21 20:08:16,392 - mmdet - INFO - Epoch [14][1400/7330] lr: 3.778e-07, eta: 1 day, 11:18:49, time: 0.744, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0331, loss_cls: 0.1693, acc: 93.8525, loss_bbox: 0.2187, loss_mask: 0.2202, loss: 0.6675 +2022-09-21 20:08:53,011 - mmdet - INFO - Epoch [14][1450/7330] lr: 3.778e-07, eta: 1 day, 11:18:08, time: 0.732, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0341, loss_cls: 0.1691, acc: 93.8301, loss_bbox: 0.2145, loss_mask: 0.2224, loss: 0.6657 +2022-09-21 20:09:30,047 - mmdet - INFO - Epoch [14][1500/7330] lr: 3.778e-07, eta: 1 day, 11:17:29, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0313, loss_cls: 0.1623, acc: 94.1340, loss_bbox: 0.2029, loss_mask: 0.2195, loss: 0.6398 +2022-09-21 20:10:07,957 - mmdet - INFO - Epoch [14][1550/7330] lr: 3.778e-07, eta: 1 day, 11:16:50, time: 0.758, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0332, loss_cls: 0.1575, acc: 94.1792, loss_bbox: 0.2074, loss_mask: 0.2214, loss: 0.6433 +2022-09-21 20:10:44,614 - mmdet - INFO - Epoch [14][1600/7330] lr: 3.778e-07, eta: 1 day, 11:16:10, time: 0.733, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0326, loss_cls: 0.1697, acc: 93.8279, loss_bbox: 0.2139, loss_mask: 0.2176, loss: 0.6584 +2022-09-21 20:11:21,550 - mmdet - INFO - Epoch [14][1650/7330] lr: 3.778e-07, eta: 1 day, 11:15:30, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0344, loss_cls: 0.1745, acc: 93.6743, loss_bbox: 0.2224, loss_mask: 0.2294, loss: 0.6855 +2022-09-21 20:11:58,357 - mmdet - INFO - Epoch [14][1700/7330] lr: 3.778e-07, eta: 1 day, 11:14:50, time: 0.737, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0320, loss_cls: 0.1673, acc: 93.9211, loss_bbox: 0.2167, loss_mask: 0.2251, loss: 0.6643 +2022-09-21 20:12:35,517 - mmdet - INFO - Epoch [14][1750/7330] lr: 3.778e-07, eta: 1 day, 11:14:11, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0340, loss_cls: 0.1653, acc: 93.9778, loss_bbox: 0.2140, loss_mask: 0.2198, loss: 0.6571 +2022-09-21 20:13:12,527 - mmdet - INFO - Epoch [14][1800/7330] lr: 3.778e-07, eta: 1 day, 11:13:31, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0314, loss_cls: 0.1646, acc: 93.9961, loss_bbox: 0.2120, loss_mask: 0.2179, loss: 0.6506 +2022-09-21 20:13:49,011 - mmdet - INFO - Epoch [14][1850/7330] lr: 3.778e-07, eta: 1 day, 11:12:50, time: 0.729, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0324, loss_cls: 0.1681, acc: 93.9036, loss_bbox: 0.2167, loss_mask: 0.2211, loss: 0.6630 +2022-09-21 20:14:26,323 - mmdet - INFO - Epoch [14][1900/7330] lr: 3.778e-07, eta: 1 day, 11:12:11, time: 0.745, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0335, loss_cls: 0.1730, acc: 93.6628, loss_bbox: 0.2214, loss_mask: 0.2237, loss: 0.6768 +2022-09-21 20:15:04,032 - mmdet - INFO - Epoch [14][1950/7330] lr: 3.778e-07, eta: 1 day, 11:11:32, time: 0.755, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0362, loss_cls: 0.1748, acc: 93.6360, loss_bbox: 0.2234, loss_mask: 0.2240, loss: 0.6852 +2022-09-21 20:15:40,700 - mmdet - INFO - Epoch [14][2000/7330] lr: 3.778e-07, eta: 1 day, 11:10:52, time: 0.733, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0319, loss_cls: 0.1707, acc: 93.7056, loss_bbox: 0.2199, loss_mask: 0.2195, loss: 0.6678 +2022-09-21 20:16:17,419 - mmdet - INFO - Epoch [14][2050/7330] lr: 3.778e-07, eta: 1 day, 11:10:12, time: 0.735, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0329, loss_cls: 0.1662, acc: 93.9529, loss_bbox: 0.2125, loss_mask: 0.2178, loss: 0.6540 +2022-09-21 20:16:54,653 - mmdet - INFO - Epoch [14][2100/7330] lr: 3.778e-07, eta: 1 day, 11:09:33, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0347, loss_cls: 0.1717, acc: 93.7192, loss_bbox: 0.2196, loss_mask: 0.2246, loss: 0.6785 +2022-09-21 20:17:31,390 - mmdet - INFO - Epoch [14][2150/7330] lr: 3.778e-07, eta: 1 day, 11:08:52, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0332, loss_cls: 0.1640, acc: 94.0903, loss_bbox: 0.2091, loss_mask: 0.2166, loss: 0.6465 +2022-09-21 20:18:08,758 - mmdet - INFO - Epoch [14][2200/7330] lr: 3.778e-07, eta: 1 day, 11:08:13, time: 0.746, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0357, loss_cls: 0.1714, acc: 93.7998, loss_bbox: 0.2185, loss_mask: 0.2265, loss: 0.6773 +2022-09-21 20:18:46,142 - mmdet - INFO - Epoch [14][2250/7330] lr: 3.778e-07, eta: 1 day, 11:07:34, time: 0.749, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0344, loss_cls: 0.1758, acc: 93.6106, loss_bbox: 0.2220, loss_mask: 0.2267, loss: 0.6839 +2022-09-21 20:19:23,428 - mmdet - INFO - Epoch [14][2300/7330] lr: 3.778e-07, eta: 1 day, 11:06:55, time: 0.746, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0323, loss_cls: 0.1724, acc: 93.6667, loss_bbox: 0.2155, loss_mask: 0.2198, loss: 0.6625 +2022-09-21 20:20:00,326 - mmdet - INFO - Epoch [14][2350/7330] lr: 3.778e-07, eta: 1 day, 11:06:15, time: 0.738, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0345, loss_cls: 0.1721, acc: 93.8406, loss_bbox: 0.2171, loss_mask: 0.2226, loss: 0.6726 +2022-09-21 20:20:37,223 - mmdet - INFO - Epoch [14][2400/7330] lr: 3.778e-07, eta: 1 day, 11:05:35, time: 0.738, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0319, loss_cls: 0.1688, acc: 93.7566, loss_bbox: 0.2169, loss_mask: 0.2174, loss: 0.6595 +2022-09-21 20:21:13,926 - mmdet - INFO - Epoch [14][2450/7330] lr: 3.778e-07, eta: 1 day, 11:04:55, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0356, loss_cls: 0.1731, acc: 93.7046, loss_bbox: 0.2201, loss_mask: 0.2267, loss: 0.6829 +2022-09-21 20:21:50,500 - mmdet - INFO - Epoch [14][2500/7330] lr: 3.778e-07, eta: 1 day, 11:04:14, time: 0.731, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0331, loss_cls: 0.1727, acc: 93.7102, loss_bbox: 0.2184, loss_mask: 0.2240, loss: 0.6735 +2022-09-21 20:22:27,450 - mmdet - INFO - Epoch [14][2550/7330] lr: 3.778e-07, eta: 1 day, 11:03:35, time: 0.739, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0332, loss_cls: 0.1696, acc: 93.8333, loss_bbox: 0.2223, loss_mask: 0.2237, loss: 0.6747 +2022-09-21 20:23:04,018 - mmdet - INFO - Epoch [14][2600/7330] lr: 3.778e-07, eta: 1 day, 11:02:54, time: 0.731, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0314, loss_cls: 0.1632, acc: 94.0713, loss_bbox: 0.2119, loss_mask: 0.2217, loss: 0.6531 +2022-09-21 20:23:41,171 - mmdet - INFO - Epoch [14][2650/7330] lr: 3.778e-07, eta: 1 day, 11:02:15, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0296, loss_cls: 0.1526, acc: 94.4214, loss_bbox: 0.2003, loss_mask: 0.2143, loss: 0.6194 +2022-09-21 20:24:18,346 - mmdet - INFO - Epoch [14][2700/7330] lr: 3.778e-07, eta: 1 day, 11:01:35, time: 0.743, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0338, loss_cls: 0.1675, acc: 93.8623, loss_bbox: 0.2167, loss_mask: 0.2211, loss: 0.6636 +2022-09-21 20:24:55,532 - mmdet - INFO - Epoch [14][2750/7330] lr: 3.778e-07, eta: 1 day, 11:00:56, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0352, loss_cls: 0.1679, acc: 93.8240, loss_bbox: 0.2216, loss_mask: 0.2196, loss: 0.6672 +2022-09-21 20:25:32,838 - mmdet - INFO - Epoch [14][2800/7330] lr: 3.778e-07, eta: 1 day, 11:00:17, time: 0.746, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0336, loss_cls: 0.1675, acc: 93.8652, loss_bbox: 0.2173, loss_mask: 0.2174, loss: 0.6622 +2022-09-21 20:26:10,140 - mmdet - INFO - Epoch [14][2850/7330] lr: 3.778e-07, eta: 1 day, 10:59:38, time: 0.746, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0313, loss_cls: 0.1673, acc: 93.8916, loss_bbox: 0.2174, loss_mask: 0.2225, loss: 0.6617 +2022-09-21 20:26:47,238 - mmdet - INFO - Epoch [14][2900/7330] lr: 3.778e-07, eta: 1 day, 10:58:58, time: 0.742, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0338, loss_cls: 0.1675, acc: 93.8887, loss_bbox: 0.2140, loss_mask: 0.2224, loss: 0.6611 +2022-09-21 20:27:23,923 - mmdet - INFO - Epoch [14][2950/7330] lr: 3.778e-07, eta: 1 day, 10:58:18, time: 0.734, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0327, loss_cls: 0.1666, acc: 93.9121, loss_bbox: 0.2161, loss_mask: 0.2208, loss: 0.6583 +2022-09-21 20:28:01,253 - mmdet - INFO - Epoch [14][3000/7330] lr: 3.778e-07, eta: 1 day, 10:57:39, time: 0.747, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0331, loss_cls: 0.1657, acc: 93.9817, loss_bbox: 0.2139, loss_mask: 0.2229, loss: 0.6611 +2022-09-21 20:28:37,968 - mmdet - INFO - Epoch [14][3050/7330] lr: 3.778e-07, eta: 1 day, 10:56:58, time: 0.734, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0325, loss_cls: 0.1664, acc: 93.9871, loss_bbox: 0.2106, loss_mask: 0.2152, loss: 0.6484 +2022-09-21 20:29:14,942 - mmdet - INFO - Epoch [14][3100/7330] lr: 3.778e-07, eta: 1 day, 10:56:19, time: 0.739, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0359, loss_cls: 0.1780, acc: 93.5630, loss_bbox: 0.2246, loss_mask: 0.2231, loss: 0.6892 +2022-09-21 20:29:51,654 - mmdet - INFO - Epoch [14][3150/7330] lr: 3.778e-07, eta: 1 day, 10:55:39, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0306, loss_cls: 0.1635, acc: 93.9939, loss_bbox: 0.2094, loss_mask: 0.2199, loss: 0.6470 +2022-09-21 20:30:28,559 - mmdet - INFO - Epoch [14][3200/7330] lr: 3.778e-07, eta: 1 day, 10:54:59, time: 0.738, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0323, loss_cls: 0.1712, acc: 93.6958, loss_bbox: 0.2212, loss_mask: 0.2194, loss: 0.6669 +2022-09-21 20:31:05,252 - mmdet - INFO - Epoch [14][3250/7330] lr: 3.778e-07, eta: 1 day, 10:54:18, time: 0.733, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0325, loss_cls: 0.1667, acc: 93.9307, loss_bbox: 0.2129, loss_mask: 0.2230, loss: 0.6613 +2022-09-21 20:31:42,143 - mmdet - INFO - Epoch [14][3300/7330] lr: 3.778e-07, eta: 1 day, 10:53:39, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0321, loss_cls: 0.1682, acc: 93.9604, loss_bbox: 0.2131, loss_mask: 0.2194, loss: 0.6563 +2022-09-21 20:32:18,675 - mmdet - INFO - Epoch [14][3350/7330] lr: 3.778e-07, eta: 1 day, 10:52:58, time: 0.731, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0330, loss_cls: 0.1669, acc: 93.9924, loss_bbox: 0.2116, loss_mask: 0.2252, loss: 0.6599 +2022-09-21 20:32:56,027 - mmdet - INFO - Epoch [14][3400/7330] lr: 3.778e-07, eta: 1 day, 10:52:19, time: 0.747, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0331, loss_cls: 0.1641, acc: 94.0806, loss_bbox: 0.2089, loss_mask: 0.2196, loss: 0.6511 +2022-09-21 20:33:32,883 - mmdet - INFO - Epoch [14][3450/7330] lr: 3.778e-07, eta: 1 day, 10:51:39, time: 0.737, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0331, loss_cls: 0.1685, acc: 93.8882, loss_bbox: 0.2208, loss_mask: 0.2206, loss: 0.6678 +2022-09-21 20:34:09,679 - mmdet - INFO - Epoch [14][3500/7330] lr: 3.778e-07, eta: 1 day, 10:50:59, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0350, loss_cls: 0.1745, acc: 93.6328, loss_bbox: 0.2183, loss_mask: 0.2227, loss: 0.6774 +2022-09-21 20:34:46,912 - mmdet - INFO - Epoch [14][3550/7330] lr: 3.778e-07, eta: 1 day, 10:50:20, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0313, loss_cls: 0.1668, acc: 93.9438, loss_bbox: 0.2118, loss_mask: 0.2248, loss: 0.6587 +2022-09-21 20:35:23,813 - mmdet - INFO - Epoch [14][3600/7330] lr: 3.778e-07, eta: 1 day, 10:49:40, time: 0.738, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0349, loss_cls: 0.1744, acc: 93.6609, loss_bbox: 0.2290, loss_mask: 0.2253, loss: 0.6893 +2022-09-21 20:36:01,158 - mmdet - INFO - Epoch [14][3650/7330] lr: 3.778e-07, eta: 1 day, 10:49:01, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0355, loss_cls: 0.1738, acc: 93.6445, loss_bbox: 0.2211, loss_mask: 0.2251, loss: 0.6808 +2022-09-21 20:36:38,159 - mmdet - INFO - Epoch [14][3700/7330] lr: 3.778e-07, eta: 1 day, 10:48:21, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0341, loss_cls: 0.1670, acc: 93.9446, loss_bbox: 0.2148, loss_mask: 0.2221, loss: 0.6642 +2022-09-21 20:37:15,000 - mmdet - INFO - Epoch [14][3750/7330] lr: 3.778e-07, eta: 1 day, 10:47:41, time: 0.737, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0335, loss_cls: 0.1691, acc: 93.8674, loss_bbox: 0.2148, loss_mask: 0.2185, loss: 0.6648 +2022-09-21 20:37:51,543 - mmdet - INFO - Epoch [14][3800/7330] lr: 3.778e-07, eta: 1 day, 10:47:01, time: 0.731, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0329, loss_cls: 0.1636, acc: 94.0552, loss_bbox: 0.2096, loss_mask: 0.2145, loss: 0.6469 +2022-09-21 20:38:28,262 - mmdet - INFO - Epoch [14][3850/7330] lr: 3.778e-07, eta: 1 day, 10:46:21, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0346, loss_cls: 0.1749, acc: 93.6523, loss_bbox: 0.2171, loss_mask: 0.2210, loss: 0.6723 +2022-09-21 20:39:05,387 - mmdet - INFO - Epoch [14][3900/7330] lr: 3.778e-07, eta: 1 day, 10:45:41, time: 0.742, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0325, loss_cls: 0.1689, acc: 93.8193, loss_bbox: 0.2096, loss_mask: 0.2132, loss: 0.6482 +2022-09-21 20:39:41,630 - mmdet - INFO - Epoch [14][3950/7330] lr: 3.778e-07, eta: 1 day, 10:45:01, time: 0.725, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0335, loss_cls: 0.1664, acc: 93.7336, loss_bbox: 0.2173, loss_mask: 0.2141, loss: 0.6551 +2022-09-21 20:40:18,475 - mmdet - INFO - Epoch [14][4000/7330] lr: 3.778e-07, eta: 1 day, 10:44:21, time: 0.737, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0333, loss_cls: 0.1680, acc: 93.8701, loss_bbox: 0.2178, loss_mask: 0.2248, loss: 0.6685 +2022-09-21 20:40:54,982 - mmdet - INFO - Epoch [14][4050/7330] lr: 3.778e-07, eta: 1 day, 10:43:40, time: 0.730, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0346, loss_cls: 0.1736, acc: 93.6982, loss_bbox: 0.2175, loss_mask: 0.2198, loss: 0.6717 +2022-09-21 20:41:31,794 - mmdet - INFO - Epoch [14][4100/7330] lr: 3.778e-07, eta: 1 day, 10:43:00, time: 0.736, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0326, loss_cls: 0.1647, acc: 93.9504, loss_bbox: 0.2154, loss_mask: 0.2229, loss: 0.6581 +2022-09-21 20:42:08,847 - mmdet - INFO - Epoch [14][4150/7330] lr: 3.778e-07, eta: 1 day, 10:42:21, time: 0.741, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0356, loss_cls: 0.1724, acc: 93.7104, loss_bbox: 0.2196, loss_mask: 0.2256, loss: 0.6782 +2022-09-21 20:42:45,457 - mmdet - INFO - Epoch [14][4200/7330] lr: 3.778e-07, eta: 1 day, 10:41:40, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0321, loss_cls: 0.1649, acc: 93.9219, loss_bbox: 0.2136, loss_mask: 0.2189, loss: 0.6527 +2022-09-21 20:43:22,155 - mmdet - INFO - Epoch [14][4250/7330] lr: 3.778e-07, eta: 1 day, 10:41:00, time: 0.734, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0300, loss_cls: 0.1601, acc: 94.1494, loss_bbox: 0.2060, loss_mask: 0.2135, loss: 0.6309 +2022-09-21 20:43:59,563 - mmdet - INFO - Epoch [14][4300/7330] lr: 3.778e-07, eta: 1 day, 10:40:21, time: 0.748, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0345, loss_cls: 0.1750, acc: 93.7053, loss_bbox: 0.2237, loss_mask: 0.2251, loss: 0.6830 +2022-09-21 20:44:36,743 - mmdet - INFO - Epoch [14][4350/7330] lr: 3.778e-07, eta: 1 day, 10:39:42, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0340, loss_cls: 0.1724, acc: 93.7151, loss_bbox: 0.2205, loss_mask: 0.2208, loss: 0.6730 +2022-09-21 20:45:12,987 - mmdet - INFO - Epoch [14][4400/7330] lr: 3.778e-07, eta: 1 day, 10:39:01, time: 0.725, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0322, loss_cls: 0.1737, acc: 93.7217, loss_bbox: 0.2153, loss_mask: 0.2214, loss: 0.6673 +2022-09-21 20:45:50,164 - mmdet - INFO - Epoch [14][4450/7330] lr: 3.778e-07, eta: 1 day, 10:38:22, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0343, loss_cls: 0.1707, acc: 93.8640, loss_bbox: 0.2197, loss_mask: 0.2246, loss: 0.6755 +2022-09-21 20:46:27,549 - mmdet - INFO - Epoch [14][4500/7330] lr: 3.778e-07, eta: 1 day, 10:37:43, time: 0.748, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0322, loss_cls: 0.1675, acc: 94.0310, loss_bbox: 0.2140, loss_mask: 0.2202, loss: 0.6587 +2022-09-21 20:47:03,982 - mmdet - INFO - Epoch [14][4550/7330] lr: 3.778e-07, eta: 1 day, 10:37:02, time: 0.729, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0322, loss_cls: 0.1666, acc: 93.9568, loss_bbox: 0.2140, loss_mask: 0.2187, loss: 0.6559 +2022-09-21 20:47:40,859 - mmdet - INFO - Epoch [14][4600/7330] lr: 3.778e-07, eta: 1 day, 10:36:23, time: 0.737, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0340, loss_cls: 0.1694, acc: 93.8005, loss_bbox: 0.2176, loss_mask: 0.2285, loss: 0.6742 +2022-09-21 20:48:17,916 - mmdet - INFO - Epoch [14][4650/7330] lr: 3.778e-07, eta: 1 day, 10:35:43, time: 0.741, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0310, loss_cls: 0.1679, acc: 93.9221, loss_bbox: 0.2090, loss_mask: 0.2210, loss: 0.6544 +2022-09-21 20:48:55,095 - mmdet - INFO - Epoch [14][4700/7330] lr: 3.778e-07, eta: 1 day, 10:35:04, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0317, loss_cls: 0.1682, acc: 93.8171, loss_bbox: 0.2170, loss_mask: 0.2218, loss: 0.6627 +2022-09-21 20:49:32,006 - mmdet - INFO - Epoch [14][4750/7330] lr: 3.778e-07, eta: 1 day, 10:34:24, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0333, loss_cls: 0.1672, acc: 93.8999, loss_bbox: 0.2113, loss_mask: 0.2172, loss: 0.6543 +2022-09-21 20:50:09,333 - mmdet - INFO - Epoch [14][4800/7330] lr: 3.778e-07, eta: 1 day, 10:33:45, time: 0.747, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0359, loss_cls: 0.1736, acc: 93.6746, loss_bbox: 0.2157, loss_mask: 0.2222, loss: 0.6744 +2022-09-21 20:50:45,454 - mmdet - INFO - Epoch [14][4850/7330] lr: 3.778e-07, eta: 1 day, 10:33:04, time: 0.722, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0309, loss_cls: 0.1643, acc: 94.1294, loss_bbox: 0.2098, loss_mask: 0.2171, loss: 0.6455 +2022-09-21 20:51:23,598 - mmdet - INFO - Epoch [14][4900/7330] lr: 3.778e-07, eta: 1 day, 10:32:26, time: 0.763, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0345, loss_cls: 0.1705, acc: 93.7122, loss_bbox: 0.2141, loss_mask: 0.2191, loss: 0.6625 +2022-09-21 20:52:00,332 - mmdet - INFO - Epoch [14][4950/7330] lr: 3.778e-07, eta: 1 day, 10:31:46, time: 0.734, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0330, loss_cls: 0.1696, acc: 93.8452, loss_bbox: 0.2170, loss_mask: 0.2223, loss: 0.6681 +2022-09-21 20:52:37,122 - mmdet - INFO - Epoch [14][5000/7330] lr: 3.778e-07, eta: 1 day, 10:31:06, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0350, loss_cls: 0.1712, acc: 93.6987, loss_bbox: 0.2212, loss_mask: 0.2218, loss: 0.6759 +2022-09-21 20:53:13,028 - mmdet - INFO - Epoch [14][5050/7330] lr: 3.778e-07, eta: 1 day, 10:30:25, time: 0.718, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0319, loss_cls: 0.1645, acc: 93.9795, loss_bbox: 0.2134, loss_mask: 0.2210, loss: 0.6537 +2022-09-21 20:53:50,163 - mmdet - INFO - Epoch [14][5100/7330] lr: 3.778e-07, eta: 1 day, 10:29:45, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0348, loss_cls: 0.1726, acc: 93.6724, loss_bbox: 0.2216, loss_mask: 0.2213, loss: 0.6727 +2022-09-21 20:54:27,960 - mmdet - INFO - Epoch [14][5150/7330] lr: 3.778e-07, eta: 1 day, 10:29:07, time: 0.756, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0356, loss_cls: 0.1836, acc: 93.2590, loss_bbox: 0.2329, loss_mask: 0.2231, loss: 0.7021 +2022-09-21 20:55:05,344 - mmdet - INFO - Epoch [14][5200/7330] lr: 3.778e-07, eta: 1 day, 10:28:28, time: 0.747, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0317, loss_cls: 0.1703, acc: 93.8982, loss_bbox: 0.2179, loss_mask: 0.2172, loss: 0.6617 +2022-09-21 20:55:42,742 - mmdet - INFO - Epoch [14][5250/7330] lr: 3.778e-07, eta: 1 day, 10:27:49, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0305, loss_cls: 0.1654, acc: 93.9739, loss_bbox: 0.2140, loss_mask: 0.2202, loss: 0.6522 +2022-09-21 20:56:19,900 - mmdet - INFO - Epoch [14][5300/7330] lr: 3.778e-07, eta: 1 day, 10:27:10, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0339, loss_cls: 0.1707, acc: 93.7434, loss_bbox: 0.2158, loss_mask: 0.2188, loss: 0.6624 +2022-09-21 20:56:56,542 - mmdet - INFO - Epoch [14][5350/7330] lr: 3.778e-07, eta: 1 day, 10:26:30, time: 0.733, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0335, loss_cls: 0.1784, acc: 93.4983, loss_bbox: 0.2246, loss_mask: 0.2214, loss: 0.6816 +2022-09-21 20:57:33,941 - mmdet - INFO - Epoch [14][5400/7330] lr: 3.778e-07, eta: 1 day, 10:25:51, time: 0.748, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0351, loss_cls: 0.1746, acc: 93.6509, loss_bbox: 0.2245, loss_mask: 0.2227, loss: 0.6821 +2022-09-21 20:58:11,131 - mmdet - INFO - Epoch [14][5450/7330] lr: 3.778e-07, eta: 1 day, 10:25:12, time: 0.744, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0345, loss_cls: 0.1773, acc: 93.6836, loss_bbox: 0.2251, loss_mask: 0.2250, loss: 0.6866 +2022-09-21 20:58:48,360 - mmdet - INFO - Epoch [14][5500/7330] lr: 3.778e-07, eta: 1 day, 10:24:33, time: 0.745, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0333, loss_cls: 0.1691, acc: 93.9705, loss_bbox: 0.2098, loss_mask: 0.2178, loss: 0.6566 +2022-09-21 20:59:25,542 - mmdet - INFO - Epoch [14][5550/7330] lr: 3.778e-07, eta: 1 day, 10:23:53, time: 0.744, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0328, loss_cls: 0.1689, acc: 93.7649, loss_bbox: 0.2201, loss_mask: 0.2197, loss: 0.6629 +2022-09-21 21:00:02,530 - mmdet - INFO - Epoch [14][5600/7330] lr: 3.778e-07, eta: 1 day, 10:23:14, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0332, loss_cls: 0.1720, acc: 93.7568, loss_bbox: 0.2214, loss_mask: 0.2180, loss: 0.6681 +2022-09-21 21:00:39,406 - mmdet - INFO - Epoch [14][5650/7330] lr: 3.778e-07, eta: 1 day, 10:22:34, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0328, loss_cls: 0.1694, acc: 93.8037, loss_bbox: 0.2217, loss_mask: 0.2282, loss: 0.6772 +2022-09-21 21:01:15,991 - mmdet - INFO - Epoch [14][5700/7330] lr: 3.778e-07, eta: 1 day, 10:21:54, time: 0.732, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0337, loss_cls: 0.1754, acc: 93.5933, loss_bbox: 0.2221, loss_mask: 0.2275, loss: 0.6843 +2022-09-21 21:01:53,975 - mmdet - INFO - Epoch [14][5750/7330] lr: 3.778e-07, eta: 1 day, 10:21:16, time: 0.760, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0350, loss_cls: 0.1792, acc: 93.4431, loss_bbox: 0.2260, loss_mask: 0.2223, loss: 0.6894 +2022-09-21 21:02:31,163 - mmdet - INFO - Epoch [14][5800/7330] lr: 3.778e-07, eta: 1 day, 10:20:37, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0323, loss_cls: 0.1648, acc: 93.9456, loss_bbox: 0.2104, loss_mask: 0.2240, loss: 0.6562 +2022-09-21 21:03:08,626 - mmdet - INFO - Epoch [14][5850/7330] lr: 3.778e-07, eta: 1 day, 10:19:58, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0336, loss_cls: 0.1622, acc: 94.0422, loss_bbox: 0.2124, loss_mask: 0.2237, loss: 0.6576 +2022-09-21 21:03:44,644 - mmdet - INFO - Epoch [14][5900/7330] lr: 3.778e-07, eta: 1 day, 10:19:17, time: 0.721, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0335, loss_cls: 0.1716, acc: 93.7979, loss_bbox: 0.2151, loss_mask: 0.2207, loss: 0.6674 +2022-09-21 21:04:21,614 - mmdet - INFO - Epoch [14][5950/7330] lr: 3.778e-07, eta: 1 day, 10:18:37, time: 0.739, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0338, loss_cls: 0.1673, acc: 93.8494, loss_bbox: 0.2167, loss_mask: 0.2185, loss: 0.6596 +2022-09-21 21:04:58,246 - mmdet - INFO - Epoch [14][6000/7330] lr: 3.778e-07, eta: 1 day, 10:17:57, time: 0.733, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0318, loss_cls: 0.1634, acc: 94.0420, loss_bbox: 0.2146, loss_mask: 0.2208, loss: 0.6553 +2022-09-21 21:05:35,103 - mmdet - INFO - Epoch [14][6050/7330] lr: 3.778e-07, eta: 1 day, 10:17:17, time: 0.737, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0328, loss_cls: 0.1777, acc: 93.5894, loss_bbox: 0.2190, loss_mask: 0.2168, loss: 0.6709 +2022-09-21 21:06:12,517 - mmdet - INFO - Epoch [14][6100/7330] lr: 3.778e-07, eta: 1 day, 10:16:38, time: 0.748, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0329, loss_cls: 0.1665, acc: 93.8088, loss_bbox: 0.2127, loss_mask: 0.2200, loss: 0.6578 +2022-09-21 21:06:49,628 - mmdet - INFO - Epoch [14][6150/7330] lr: 3.778e-07, eta: 1 day, 10:15:59, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0356, loss_cls: 0.1773, acc: 93.5632, loss_bbox: 0.2271, loss_mask: 0.2280, loss: 0.6954 +2022-09-21 21:07:27,176 - mmdet - INFO - Epoch [14][6200/7330] lr: 3.778e-07, eta: 1 day, 10:15:20, time: 0.751, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0354, loss_cls: 0.1712, acc: 93.7893, loss_bbox: 0.2176, loss_mask: 0.2247, loss: 0.6760 +2022-09-21 21:08:04,376 - mmdet - INFO - Epoch [14][6250/7330] lr: 3.778e-07, eta: 1 day, 10:14:41, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0340, loss_cls: 0.1695, acc: 93.9014, loss_bbox: 0.2127, loss_mask: 0.2173, loss: 0.6583 +2022-09-21 21:08:41,403 - mmdet - INFO - Epoch [14][6300/7330] lr: 3.778e-07, eta: 1 day, 10:14:02, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0325, loss_cls: 0.1587, acc: 94.1653, loss_bbox: 0.2071, loss_mask: 0.2142, loss: 0.6335 +2022-09-21 21:09:18,386 - mmdet - INFO - Epoch [14][6350/7330] lr: 3.778e-07, eta: 1 day, 10:13:22, time: 0.740, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0351, loss_cls: 0.1751, acc: 93.6201, loss_bbox: 0.2216, loss_mask: 0.2224, loss: 0.6805 +2022-09-21 21:09:55,814 - mmdet - INFO - Epoch [14][6400/7330] lr: 3.778e-07, eta: 1 day, 10:12:43, time: 0.748, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0358, loss_cls: 0.1748, acc: 93.6467, loss_bbox: 0.2244, loss_mask: 0.2183, loss: 0.6796 +2022-09-21 21:10:33,431 - mmdet - INFO - Epoch [14][6450/7330] lr: 3.778e-07, eta: 1 day, 10:12:05, time: 0.753, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0323, loss_cls: 0.1665, acc: 93.9917, loss_bbox: 0.2122, loss_mask: 0.2205, loss: 0.6550 +2022-09-21 21:11:10,585 - mmdet - INFO - Epoch [14][6500/7330] lr: 3.778e-07, eta: 1 day, 10:11:25, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0339, loss_cls: 0.1679, acc: 93.8696, loss_bbox: 0.2106, loss_mask: 0.2193, loss: 0.6558 +2022-09-21 21:11:47,627 - mmdet - INFO - Epoch [14][6550/7330] lr: 3.778e-07, eta: 1 day, 10:10:46, time: 0.740, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0317, loss_cls: 0.1639, acc: 94.0532, loss_bbox: 0.2043, loss_mask: 0.2135, loss: 0.6333 +2022-09-21 21:12:24,822 - mmdet - INFO - Epoch [14][6600/7330] lr: 3.778e-07, eta: 1 day, 10:10:07, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0337, loss_cls: 0.1703, acc: 93.8171, loss_bbox: 0.2122, loss_mask: 0.2090, loss: 0.6496 +2022-09-21 21:13:02,287 - mmdet - INFO - Epoch [14][6650/7330] lr: 3.778e-07, eta: 1 day, 10:09:28, time: 0.749, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0344, loss_cls: 0.1693, acc: 93.6848, loss_bbox: 0.2231, loss_mask: 0.2233, loss: 0.6758 +2022-09-21 21:13:39,346 - mmdet - INFO - Epoch [14][6700/7330] lr: 3.778e-07, eta: 1 day, 10:08:49, time: 0.741, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0348, loss_cls: 0.1719, acc: 93.7258, loss_bbox: 0.2173, loss_mask: 0.2250, loss: 0.6748 +2022-09-21 21:14:17,161 - mmdet - INFO - Epoch [14][6750/7330] lr: 3.778e-07, eta: 1 day, 10:08:10, time: 0.756, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0337, loss_cls: 0.1666, acc: 94.0029, loss_bbox: 0.2139, loss_mask: 0.2245, loss: 0.6637 +2022-09-21 21:14:54,401 - mmdet - INFO - Epoch [14][6800/7330] lr: 3.778e-07, eta: 1 day, 10:07:31, time: 0.745, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0336, loss_cls: 0.1699, acc: 93.8967, loss_bbox: 0.2137, loss_mask: 0.2240, loss: 0.6650 +2022-09-21 21:15:31,201 - mmdet - INFO - Epoch [14][6850/7330] lr: 3.778e-07, eta: 1 day, 10:06:51, time: 0.736, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0311, loss_cls: 0.1608, acc: 94.1929, loss_bbox: 0.2061, loss_mask: 0.2203, loss: 0.6411 +2022-09-21 21:16:08,543 - mmdet - INFO - Epoch [14][6900/7330] lr: 3.778e-07, eta: 1 day, 10:06:13, time: 0.747, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0344, loss_cls: 0.1765, acc: 93.6406, loss_bbox: 0.2218, loss_mask: 0.2268, loss: 0.6861 +2022-09-21 21:16:46,060 - mmdet - INFO - Epoch [14][6950/7330] lr: 3.778e-07, eta: 1 day, 10:05:34, time: 0.750, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0330, loss_cls: 0.1673, acc: 93.9456, loss_bbox: 0.2139, loss_mask: 0.2235, loss: 0.6632 +2022-09-21 21:17:23,490 - mmdet - INFO - Epoch [14][7000/7330] lr: 3.778e-07, eta: 1 day, 10:04:55, time: 0.748, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0358, loss_cls: 0.1814, acc: 93.4487, loss_bbox: 0.2239, loss_mask: 0.2246, loss: 0.6919 +2022-09-21 21:18:00,364 - mmdet - INFO - Epoch [14][7050/7330] lr: 3.778e-07, eta: 1 day, 10:04:15, time: 0.738, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0344, loss_cls: 0.1757, acc: 93.5398, loss_bbox: 0.2204, loss_mask: 0.2240, loss: 0.6803 +2022-09-21 21:18:36,966 - mmdet - INFO - Epoch [14][7100/7330] lr: 3.778e-07, eta: 1 day, 10:03:35, time: 0.732, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0346, loss_cls: 0.1777, acc: 93.6067, loss_bbox: 0.2290, loss_mask: 0.2218, loss: 0.6894 +2022-09-21 21:19:14,741 - mmdet - INFO - Epoch [14][7150/7330] lr: 3.778e-07, eta: 1 day, 10:02:57, time: 0.755, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0350, loss_cls: 0.1777, acc: 93.5903, loss_bbox: 0.2292, loss_mask: 0.2231, loss: 0.6911 +2022-09-21 21:19:52,450 - mmdet - INFO - Epoch [14][7200/7330] lr: 3.778e-07, eta: 1 day, 10:02:19, time: 0.755, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0365, loss_cls: 0.1741, acc: 93.6672, loss_bbox: 0.2217, loss_mask: 0.2253, loss: 0.6844 +2022-09-21 21:20:30,454 - mmdet - INFO - Epoch [14][7250/7330] lr: 3.778e-07, eta: 1 day, 10:01:41, time: 0.760, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0345, loss_cls: 0.1716, acc: 93.6555, loss_bbox: 0.2199, loss_mask: 0.2220, loss: 0.6729 +2022-09-21 21:21:07,334 - mmdet - INFO - Epoch [14][7300/7330] lr: 3.778e-07, eta: 1 day, 10:01:01, time: 0.738, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0316, loss_cls: 0.1616, acc: 93.9902, loss_bbox: 0.2116, loss_mask: 0.2185, loss: 0.6456 +2022-09-21 21:21:38,464 - mmdet - INFO - Saving checkpoint at 14 epochs +2022-09-21 21:23:52,635 - mmdet - INFO - Evaluating bbox... +2022-09-21 21:24:20,792 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.492 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.725 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.536 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.330 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.534 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.635 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.617 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.617 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.617 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.453 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.659 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.760 + +2022-09-21 21:24:20,792 - mmdet - INFO - Evaluating segm... +2022-09-21 21:24:54,332 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.440 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.694 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.474 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.241 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.478 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.638 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.558 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.558 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.558 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.385 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.602 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.721 + +2022-09-21 21:24:55,059 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 21:24:55,060 - mmdet - INFO - Epoch(val) [14][625] bbox_mAP: 0.4920, bbox_mAP_50: 0.7250, bbox_mAP_75: 0.5360, bbox_mAP_s: 0.3300, bbox_mAP_m: 0.5340, bbox_mAP_l: 0.6350, bbox_mAP_copypaste: 0.492 0.725 0.536 0.330 0.534 0.635, segm_mAP: 0.4400, segm_mAP_50: 0.6940, segm_mAP_75: 0.4740, segm_mAP_s: 0.2410, segm_mAP_m: 0.4780, segm_mAP_l: 0.6380, segm_mAP_copypaste: 0.440 0.694 0.474 0.241 0.478 0.638 +2022-09-21 21:28:08,337 - mmdet - INFO - Epoch [15][50/7330] lr: 3.778e-07, eta: 1 day, 10:03:28, time: 3.864, data_time: 3.123, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0324, loss_cls: 0.1637, acc: 94.0261, loss_bbox: 0.2115, loss_mask: 0.2202, loss: 0.6524 +2022-09-21 21:28:45,262 - mmdet - INFO - Epoch [15][100/7330] lr: 3.778e-07, eta: 1 day, 10:02:49, time: 0.740, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0325, loss_cls: 0.1692, acc: 93.8516, loss_bbox: 0.2170, loss_mask: 0.2137, loss: 0.6544 +2022-09-21 21:29:22,229 - mmdet - INFO - Epoch [15][150/7330] lr: 3.778e-07, eta: 1 day, 10:02:09, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0334, loss_cls: 0.1737, acc: 93.6348, loss_bbox: 0.2214, loss_mask: 0.2231, loss: 0.6747 +2022-09-21 21:29:59,476 - mmdet - INFO - Epoch [15][200/7330] lr: 3.778e-07, eta: 1 day, 10:01:30, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0318, loss_cls: 0.1561, acc: 94.3972, loss_bbox: 0.2040, loss_mask: 0.2171, loss: 0.6319 +2022-09-21 21:30:36,221 - mmdet - INFO - Epoch [15][250/7330] lr: 3.778e-07, eta: 1 day, 10:00:50, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0320, loss_cls: 0.1608, acc: 94.1021, loss_bbox: 0.2069, loss_mask: 0.2151, loss: 0.6393 +2022-09-21 21:31:14,145 - mmdet - INFO - Epoch [15][300/7330] lr: 3.778e-07, eta: 1 day, 10:00:11, time: 0.757, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0350, loss_cls: 0.1621, acc: 94.0747, loss_bbox: 0.2195, loss_mask: 0.2292, loss: 0.6708 +2022-09-21 21:31:50,985 - mmdet - INFO - Epoch [15][350/7330] lr: 3.778e-07, eta: 1 day, 9:59:32, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0314, loss_cls: 0.1562, acc: 94.2920, loss_bbox: 0.2077, loss_mask: 0.2167, loss: 0.6350 +2022-09-21 21:32:28,810 - mmdet - INFO - Epoch [15][400/7330] lr: 3.778e-07, eta: 1 day, 9:58:53, time: 0.757, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0312, loss_cls: 0.1559, acc: 94.1372, loss_bbox: 0.2057, loss_mask: 0.2158, loss: 0.6296 +2022-09-21 21:33:05,647 - mmdet - INFO - Epoch [15][450/7330] lr: 3.778e-07, eta: 1 day, 9:58:13, time: 0.736, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0311, loss_cls: 0.1615, acc: 94.1453, loss_bbox: 0.2075, loss_mask: 0.2147, loss: 0.6385 +2022-09-21 21:33:42,995 - mmdet - INFO - Epoch [15][500/7330] lr: 3.778e-07, eta: 1 day, 9:57:34, time: 0.747, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0285, loss_cls: 0.1564, acc: 94.4048, loss_bbox: 0.1956, loss_mask: 0.2140, loss: 0.6162 +2022-09-21 21:34:20,312 - mmdet - INFO - Epoch [15][550/7330] lr: 3.778e-07, eta: 1 day, 9:56:55, time: 0.746, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0335, loss_cls: 0.1638, acc: 94.0112, loss_bbox: 0.2091, loss_mask: 0.2170, loss: 0.6466 +2022-09-21 21:34:57,483 - mmdet - INFO - Epoch [15][600/7330] lr: 3.778e-07, eta: 1 day, 9:56:16, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0346, loss_cls: 0.1697, acc: 93.8220, loss_bbox: 0.2165, loss_mask: 0.2160, loss: 0.6624 +2022-09-21 21:35:34,876 - mmdet - INFO - Epoch [15][650/7330] lr: 3.778e-07, eta: 1 day, 9:55:37, time: 0.748, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0317, loss_cls: 0.1678, acc: 93.9136, loss_bbox: 0.2182, loss_mask: 0.2146, loss: 0.6555 +2022-09-21 21:36:12,878 - mmdet - INFO - Epoch [15][700/7330] lr: 3.778e-07, eta: 1 day, 9:54:59, time: 0.760, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0328, loss_cls: 0.1722, acc: 93.7444, loss_bbox: 0.2225, loss_mask: 0.2258, loss: 0.6787 +2022-09-21 21:36:50,119 - mmdet - INFO - Epoch [15][750/7330] lr: 3.778e-07, eta: 1 day, 9:54:19, time: 0.745, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0318, loss_cls: 0.1598, acc: 94.0955, loss_bbox: 0.2091, loss_mask: 0.2226, loss: 0.6445 +2022-09-21 21:37:27,586 - mmdet - INFO - Epoch [15][800/7330] lr: 3.778e-07, eta: 1 day, 9:53:41, time: 0.748, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0300, loss_cls: 0.1654, acc: 94.0178, loss_bbox: 0.2041, loss_mask: 0.2183, loss: 0.6421 +2022-09-21 21:38:05,537 - mmdet - INFO - Epoch [15][850/7330] lr: 3.778e-07, eta: 1 day, 9:53:02, time: 0.760, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0325, loss_cls: 0.1658, acc: 93.9600, loss_bbox: 0.2142, loss_mask: 0.2232, loss: 0.6594 +2022-09-21 21:38:42,864 - mmdet - INFO - Epoch [15][900/7330] lr: 3.778e-07, eta: 1 day, 9:52:23, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0348, loss_cls: 0.1800, acc: 93.3940, loss_bbox: 0.2306, loss_mask: 0.2239, loss: 0.6961 +2022-09-21 21:39:19,755 - mmdet - INFO - Epoch [15][950/7330] lr: 3.778e-07, eta: 1 day, 9:51:44, time: 0.738, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0326, loss_cls: 0.1631, acc: 94.1311, loss_bbox: 0.2089, loss_mask: 0.2192, loss: 0.6469 +2022-09-21 21:39:57,336 - mmdet - INFO - Epoch [15][1000/7330] lr: 3.778e-07, eta: 1 day, 9:51:05, time: 0.752, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0330, loss_cls: 0.1667, acc: 93.9885, loss_bbox: 0.2187, loss_mask: 0.2215, loss: 0.6666 +2022-09-21 21:40:34,178 - mmdet - INFO - Epoch [15][1050/7330] lr: 3.778e-07, eta: 1 day, 9:50:25, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0344, loss_cls: 0.1683, acc: 93.8821, loss_bbox: 0.2160, loss_mask: 0.2194, loss: 0.6631 +2022-09-21 21:41:11,729 - mmdet - INFO - Epoch [15][1100/7330] lr: 3.778e-07, eta: 1 day, 9:49:46, time: 0.751, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0331, loss_cls: 0.1651, acc: 93.9756, loss_bbox: 0.2201, loss_mask: 0.2229, loss: 0.6640 +2022-09-21 21:41:49,386 - mmdet - INFO - Epoch [15][1150/7330] lr: 3.778e-07, eta: 1 day, 9:49:08, time: 0.753, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0308, loss_cls: 0.1589, acc: 94.2354, loss_bbox: 0.2022, loss_mask: 0.2126, loss: 0.6285 +2022-09-21 21:42:26,226 - mmdet - INFO - Epoch [15][1200/7330] lr: 3.778e-07, eta: 1 day, 9:48:28, time: 0.736, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0309, loss_cls: 0.1625, acc: 94.0327, loss_bbox: 0.2121, loss_mask: 0.2134, loss: 0.6405 +2022-09-21 21:43:03,231 - mmdet - INFO - Epoch [15][1250/7330] lr: 3.778e-07, eta: 1 day, 9:47:48, time: 0.740, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0319, loss_cls: 0.1676, acc: 93.8257, loss_bbox: 0.2153, loss_mask: 0.2207, loss: 0.6582 +2022-09-21 21:43:40,240 - mmdet - INFO - Epoch [15][1300/7330] lr: 3.778e-07, eta: 1 day, 9:47:09, time: 0.741, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0332, loss_cls: 0.1665, acc: 93.9500, loss_bbox: 0.2127, loss_mask: 0.2210, loss: 0.6593 +2022-09-21 21:44:17,156 - mmdet - INFO - Epoch [15][1350/7330] lr: 3.778e-07, eta: 1 day, 9:46:29, time: 0.737, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0346, loss_cls: 0.1730, acc: 93.6277, loss_bbox: 0.2233, loss_mask: 0.2270, loss: 0.6840 +2022-09-21 21:44:54,797 - mmdet - INFO - Epoch [15][1400/7330] lr: 3.778e-07, eta: 1 day, 9:45:50, time: 0.754, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0332, loss_cls: 0.1639, acc: 93.9275, loss_bbox: 0.2122, loss_mask: 0.2164, loss: 0.6502 +2022-09-21 21:45:32,260 - mmdet - INFO - Epoch [15][1450/7330] lr: 3.778e-07, eta: 1 day, 9:45:12, time: 0.749, data_time: 0.012, memory: 54023, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0313, loss_cls: 0.1500, acc: 94.5071, loss_bbox: 0.1976, loss_mask: 0.2206, loss: 0.6214 +2022-09-21 21:46:09,924 - mmdet - INFO - Epoch [15][1500/7330] lr: 3.778e-07, eta: 1 day, 9:44:33, time: 0.753, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0341, loss_cls: 0.1669, acc: 93.8662, loss_bbox: 0.2141, loss_mask: 0.2147, loss: 0.6540 +2022-09-21 21:46:47,141 - mmdet - INFO - Epoch [15][1550/7330] lr: 3.778e-07, eta: 1 day, 9:43:54, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0315, loss_cls: 0.1628, acc: 94.0579, loss_bbox: 0.2101, loss_mask: 0.2147, loss: 0.6416 +2022-09-21 21:47:24,371 - mmdet - INFO - Epoch [15][1600/7330] lr: 3.778e-07, eta: 1 day, 9:43:14, time: 0.743, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0309, loss_cls: 0.1653, acc: 94.0134, loss_bbox: 0.2091, loss_mask: 0.2165, loss: 0.6435 +2022-09-21 21:48:01,945 - mmdet - INFO - Epoch [15][1650/7330] lr: 3.778e-07, eta: 1 day, 9:42:36, time: 0.753, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0353, loss_cls: 0.1739, acc: 93.6628, loss_bbox: 0.2177, loss_mask: 0.2215, loss: 0.6747 +2022-09-21 21:48:39,196 - mmdet - INFO - Epoch [15][1700/7330] lr: 3.778e-07, eta: 1 day, 9:41:57, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0337, loss_cls: 0.1736, acc: 93.5901, loss_bbox: 0.2238, loss_mask: 0.2255, loss: 0.6830 +2022-09-21 21:49:16,104 - mmdet - INFO - Epoch [15][1750/7330] lr: 3.778e-07, eta: 1 day, 9:41:17, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0323, loss_cls: 0.1637, acc: 94.0754, loss_bbox: 0.2068, loss_mask: 0.2144, loss: 0.6403 +2022-09-21 21:49:52,937 - mmdet - INFO - Epoch [15][1800/7330] lr: 3.778e-07, eta: 1 day, 9:40:37, time: 0.735, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0338, loss_cls: 0.1732, acc: 93.7004, loss_bbox: 0.2182, loss_mask: 0.2199, loss: 0.6703 +2022-09-21 21:50:29,870 - mmdet - INFO - Epoch [15][1850/7330] lr: 3.778e-07, eta: 1 day, 9:39:57, time: 0.741, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0319, loss_cls: 0.1621, acc: 94.1501, loss_bbox: 0.2051, loss_mask: 0.2185, loss: 0.6430 +2022-09-21 21:51:07,120 - mmdet - INFO - Epoch [15][1900/7330] lr: 3.778e-07, eta: 1 day, 9:39:18, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0335, loss_cls: 0.1633, acc: 94.0593, loss_bbox: 0.2126, loss_mask: 0.2159, loss: 0.6490 +2022-09-21 21:51:44,736 - mmdet - INFO - Epoch [15][1950/7330] lr: 3.778e-07, eta: 1 day, 9:38:40, time: 0.753, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0319, loss_cls: 0.1586, acc: 94.2410, loss_bbox: 0.2102, loss_mask: 0.2201, loss: 0.6457 +2022-09-21 21:52:21,623 - mmdet - INFO - Epoch [15][2000/7330] lr: 3.778e-07, eta: 1 day, 9:38:00, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0369, loss_cls: 0.1712, acc: 93.6887, loss_bbox: 0.2164, loss_mask: 0.2184, loss: 0.6677 +2022-09-21 21:52:58,933 - mmdet - INFO - Epoch [15][2050/7330] lr: 3.778e-07, eta: 1 day, 9:37:21, time: 0.746, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0349, loss_cls: 0.1766, acc: 93.5237, loss_bbox: 0.2218, loss_mask: 0.2207, loss: 0.6809 +2022-09-21 21:53:37,049 - mmdet - INFO - Epoch [15][2100/7330] lr: 3.778e-07, eta: 1 day, 9:36:43, time: 0.762, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0347, loss_cls: 0.1683, acc: 93.9146, loss_bbox: 0.2159, loss_mask: 0.2239, loss: 0.6709 +2022-09-21 21:54:14,237 - mmdet - INFO - Epoch [15][2150/7330] lr: 3.778e-07, eta: 1 day, 9:36:03, time: 0.740, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0324, loss_cls: 0.1672, acc: 93.9521, loss_bbox: 0.2139, loss_mask: 0.2193, loss: 0.6589 +2022-09-21 21:54:50,625 - mmdet - INFO - Epoch [15][2200/7330] lr: 3.778e-07, eta: 1 day, 9:35:23, time: 0.731, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0349, loss_cls: 0.1643, acc: 93.8699, loss_bbox: 0.2202, loss_mask: 0.2202, loss: 0.6643 +2022-09-21 21:55:27,681 - mmdet - INFO - Epoch [15][2250/7330] lr: 3.778e-07, eta: 1 day, 9:34:44, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0323, loss_cls: 0.1621, acc: 94.1216, loss_bbox: 0.2068, loss_mask: 0.2104, loss: 0.6345 +2022-09-21 21:56:04,988 - mmdet - INFO - Epoch [15][2300/7330] lr: 3.778e-07, eta: 1 day, 9:34:05, time: 0.746, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0313, loss_cls: 0.1658, acc: 93.9316, loss_bbox: 0.2106, loss_mask: 0.2169, loss: 0.6477 +2022-09-21 21:56:42,157 - mmdet - INFO - Epoch [15][2350/7330] lr: 3.778e-07, eta: 1 day, 9:33:25, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0334, loss_cls: 0.1723, acc: 93.6958, loss_bbox: 0.2133, loss_mask: 0.2170, loss: 0.6616 +2022-09-21 21:57:19,319 - mmdet - INFO - Epoch [15][2400/7330] lr: 3.778e-07, eta: 1 day, 9:32:46, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0330, loss_cls: 0.1715, acc: 93.8298, loss_bbox: 0.2188, loss_mask: 0.2215, loss: 0.6689 +2022-09-21 21:57:56,224 - mmdet - INFO - Epoch [15][2450/7330] lr: 3.778e-07, eta: 1 day, 9:32:06, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0318, loss_cls: 0.1694, acc: 93.8879, loss_bbox: 0.2138, loss_mask: 0.2137, loss: 0.6535 +2022-09-21 21:58:33,088 - mmdet - INFO - Epoch [15][2500/7330] lr: 3.778e-07, eta: 1 day, 9:31:27, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0314, loss_cls: 0.1615, acc: 94.1536, loss_bbox: 0.2126, loss_mask: 0.2157, loss: 0.6440 +2022-09-21 21:59:10,040 - mmdet - INFO - Epoch [15][2550/7330] lr: 3.778e-07, eta: 1 day, 9:30:47, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0329, loss_cls: 0.1662, acc: 93.9424, loss_bbox: 0.2078, loss_mask: 0.2159, loss: 0.6480 +2022-09-21 21:59:47,811 - mmdet - INFO - Epoch [15][2600/7330] lr: 3.778e-07, eta: 1 day, 9:30:09, time: 0.755, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0347, loss_cls: 0.1700, acc: 93.7300, loss_bbox: 0.2228, loss_mask: 0.2233, loss: 0.6758 +2022-09-21 22:00:25,226 - mmdet - INFO - Epoch [15][2650/7330] lr: 3.778e-07, eta: 1 day, 9:29:30, time: 0.748, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0330, loss_cls: 0.1745, acc: 93.6821, loss_bbox: 0.2226, loss_mask: 0.2271, loss: 0.6810 +2022-09-21 22:01:02,186 - mmdet - INFO - Epoch [15][2700/7330] lr: 3.778e-07, eta: 1 day, 9:28:50, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0328, loss_cls: 0.1724, acc: 93.6667, loss_bbox: 0.2178, loss_mask: 0.2207, loss: 0.6688 +2022-09-21 22:01:39,345 - mmdet - INFO - Epoch [15][2750/7330] lr: 3.778e-07, eta: 1 day, 9:28:11, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0328, loss_cls: 0.1640, acc: 93.9812, loss_bbox: 0.2083, loss_mask: 0.2176, loss: 0.6476 +2022-09-21 22:02:16,577 - mmdet - INFO - Epoch [15][2800/7330] lr: 3.778e-07, eta: 1 day, 9:27:32, time: 0.744, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0327, loss_cls: 0.1635, acc: 94.0200, loss_bbox: 0.2103, loss_mask: 0.2216, loss: 0.6524 +2022-09-21 22:02:53,755 - mmdet - INFO - Epoch [15][2850/7330] lr: 3.778e-07, eta: 1 day, 9:26:52, time: 0.744, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0327, loss_cls: 0.1636, acc: 93.9851, loss_bbox: 0.2107, loss_mask: 0.2206, loss: 0.6494 +2022-09-21 22:03:30,889 - mmdet - INFO - Epoch [15][2900/7330] lr: 3.778e-07, eta: 1 day, 9:26:13, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0323, loss_cls: 0.1687, acc: 93.8645, loss_bbox: 0.2177, loss_mask: 0.2240, loss: 0.6681 +2022-09-21 22:04:07,859 - mmdet - INFO - Epoch [15][2950/7330] lr: 3.778e-07, eta: 1 day, 9:25:34, time: 0.739, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0313, loss_cls: 0.1638, acc: 94.0415, loss_bbox: 0.2081, loss_mask: 0.2257, loss: 0.6515 +2022-09-21 22:04:44,936 - mmdet - INFO - Epoch [15][3000/7330] lr: 3.778e-07, eta: 1 day, 9:24:54, time: 0.741, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0313, loss_cls: 0.1698, acc: 93.8113, loss_bbox: 0.2158, loss_mask: 0.2183, loss: 0.6597 +2022-09-21 22:05:22,385 - mmdet - INFO - Epoch [15][3050/7330] lr: 3.778e-07, eta: 1 day, 9:24:15, time: 0.749, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0324, loss_cls: 0.1667, acc: 93.9568, loss_bbox: 0.2103, loss_mask: 0.2181, loss: 0.6516 +2022-09-21 22:05:59,779 - mmdet - INFO - Epoch [15][3100/7330] lr: 3.778e-07, eta: 1 day, 9:23:36, time: 0.748, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0339, loss_cls: 0.1672, acc: 93.9209, loss_bbox: 0.2158, loss_mask: 0.2210, loss: 0.6635 +2022-09-21 22:06:37,324 - mmdet - INFO - Epoch [15][3150/7330] lr: 3.778e-07, eta: 1 day, 9:22:58, time: 0.751, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0356, loss_cls: 0.1737, acc: 93.5930, loss_bbox: 0.2264, loss_mask: 0.2260, loss: 0.6860 +2022-09-21 22:07:14,839 - mmdet - INFO - Epoch [15][3200/7330] lr: 3.778e-07, eta: 1 day, 9:22:19, time: 0.750, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0320, loss_cls: 0.1731, acc: 93.8525, loss_bbox: 0.2133, loss_mask: 0.2183, loss: 0.6608 +2022-09-21 22:07:52,527 - mmdet - INFO - Epoch [15][3250/7330] lr: 3.778e-07, eta: 1 day, 9:21:41, time: 0.754, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0316, loss_cls: 0.1652, acc: 93.9080, loss_bbox: 0.2114, loss_mask: 0.2239, loss: 0.6568 +2022-09-21 22:08:29,122 - mmdet - INFO - Epoch [15][3300/7330] lr: 3.778e-07, eta: 1 day, 9:21:00, time: 0.732, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0326, loss_cls: 0.1622, acc: 94.2031, loss_bbox: 0.2124, loss_mask: 0.2250, loss: 0.6547 +2022-09-21 22:09:05,770 - mmdet - INFO - Epoch [15][3350/7330] lr: 3.778e-07, eta: 1 day, 9:20:20, time: 0.733, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0320, loss_cls: 0.1691, acc: 93.8823, loss_bbox: 0.2144, loss_mask: 0.2139, loss: 0.6528 +2022-09-21 22:09:42,957 - mmdet - INFO - Epoch [15][3400/7330] lr: 3.778e-07, eta: 1 day, 9:19:41, time: 0.743, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0340, loss_cls: 0.1679, acc: 93.9028, loss_bbox: 0.2148, loss_mask: 0.2204, loss: 0.6614 +2022-09-21 22:10:20,565 - mmdet - INFO - Epoch [15][3450/7330] lr: 3.778e-07, eta: 1 day, 9:19:03, time: 0.753, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0328, loss_cls: 0.1609, acc: 94.0950, loss_bbox: 0.2129, loss_mask: 0.2210, loss: 0.6516 +2022-09-21 22:10:57,836 - mmdet - INFO - Epoch [15][3500/7330] lr: 3.778e-07, eta: 1 day, 9:18:24, time: 0.745, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0307, loss_cls: 0.1598, acc: 94.1885, loss_bbox: 0.2074, loss_mask: 0.2168, loss: 0.6383 +2022-09-21 22:11:34,125 - mmdet - INFO - Epoch [15][3550/7330] lr: 3.778e-07, eta: 1 day, 9:17:43, time: 0.726, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0355, loss_cls: 0.1797, acc: 93.4431, loss_bbox: 0.2241, loss_mask: 0.2251, loss: 0.6907 +2022-09-21 22:12:11,028 - mmdet - INFO - Epoch [15][3600/7330] lr: 3.778e-07, eta: 1 day, 9:17:03, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0346, loss_cls: 0.1686, acc: 93.8528, loss_bbox: 0.2175, loss_mask: 0.2202, loss: 0.6661 +2022-09-21 22:12:48,009 - mmdet - INFO - Epoch [15][3650/7330] lr: 3.778e-07, eta: 1 day, 9:16:24, time: 0.740, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0318, loss_cls: 0.1650, acc: 94.1204, loss_bbox: 0.2068, loss_mask: 0.2183, loss: 0.6455 +2022-09-21 22:13:24,992 - mmdet - INFO - Epoch [15][3700/7330] lr: 3.778e-07, eta: 1 day, 9:15:44, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0328, loss_cls: 0.1663, acc: 93.9490, loss_bbox: 0.2148, loss_mask: 0.2179, loss: 0.6553 +2022-09-21 22:14:02,573 - mmdet - INFO - Epoch [15][3750/7330] lr: 3.778e-07, eta: 1 day, 9:15:06, time: 0.752, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0341, loss_cls: 0.1615, acc: 94.0625, loss_bbox: 0.2142, loss_mask: 0.2202, loss: 0.6546 +2022-09-21 22:14:39,156 - mmdet - INFO - Epoch [15][3800/7330] lr: 3.778e-07, eta: 1 day, 9:14:26, time: 0.732, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0334, loss_cls: 0.1583, acc: 94.2268, loss_bbox: 0.2107, loss_mask: 0.2146, loss: 0.6401 +2022-09-21 22:15:15,753 - mmdet - INFO - Epoch [15][3850/7330] lr: 3.778e-07, eta: 1 day, 9:13:45, time: 0.731, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0310, loss_cls: 0.1653, acc: 94.0928, loss_bbox: 0.2119, loss_mask: 0.2188, loss: 0.6513 +2022-09-21 22:15:52,655 - mmdet - INFO - Epoch [15][3900/7330] lr: 3.778e-07, eta: 1 day, 9:13:06, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0322, loss_cls: 0.1632, acc: 94.0986, loss_bbox: 0.2103, loss_mask: 0.2177, loss: 0.6469 +2022-09-21 22:16:29,267 - mmdet - INFO - Epoch [15][3950/7330] lr: 3.778e-07, eta: 1 day, 9:12:26, time: 0.733, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0353, loss_cls: 0.1749, acc: 93.6282, loss_bbox: 0.2225, loss_mask: 0.2263, loss: 0.6838 +2022-09-21 22:17:07,293 - mmdet - INFO - Epoch [15][4000/7330] lr: 3.778e-07, eta: 1 day, 9:11:48, time: 0.761, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0318, loss_cls: 0.1655, acc: 93.9990, loss_bbox: 0.2087, loss_mask: 0.2217, loss: 0.6511 +2022-09-21 22:17:44,339 - mmdet - INFO - Epoch [15][4050/7330] lr: 3.778e-07, eta: 1 day, 9:11:09, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0322, loss_cls: 0.1675, acc: 93.8755, loss_bbox: 0.2080, loss_mask: 0.2173, loss: 0.6485 +2022-09-21 22:18:21,372 - mmdet - INFO - Epoch [15][4100/7330] lr: 3.778e-07, eta: 1 day, 9:10:29, time: 0.741, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0321, loss_cls: 0.1636, acc: 94.0454, loss_bbox: 0.2149, loss_mask: 0.2149, loss: 0.6499 +2022-09-21 22:18:58,909 - mmdet - INFO - Epoch [15][4150/7330] lr: 3.778e-07, eta: 1 day, 9:09:50, time: 0.751, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0361, loss_cls: 0.1676, acc: 93.8076, loss_bbox: 0.2153, loss_mask: 0.2166, loss: 0.6615 +2022-09-21 22:19:35,944 - mmdet - INFO - Epoch [15][4200/7330] lr: 3.778e-07, eta: 1 day, 9:09:11, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0328, loss_cls: 0.1614, acc: 94.0625, loss_bbox: 0.2056, loss_mask: 0.2127, loss: 0.6376 +2022-09-21 22:20:13,553 - mmdet - INFO - Epoch [15][4250/7330] lr: 3.778e-07, eta: 1 day, 9:08:32, time: 0.752, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0360, loss_cls: 0.1761, acc: 93.6282, loss_bbox: 0.2210, loss_mask: 0.2240, loss: 0.6844 +2022-09-21 22:20:50,472 - mmdet - INFO - Epoch [15][4300/7330] lr: 3.778e-07, eta: 1 day, 9:07:53, time: 0.738, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0325, loss_cls: 0.1644, acc: 94.0569, loss_bbox: 0.2080, loss_mask: 0.2134, loss: 0.6428 +2022-09-21 22:21:27,353 - mmdet - INFO - Epoch [15][4350/7330] lr: 3.778e-07, eta: 1 day, 9:07:13, time: 0.738, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0309, loss_cls: 0.1576, acc: 94.1826, loss_bbox: 0.2036, loss_mask: 0.2178, loss: 0.6329 +2022-09-21 22:22:04,306 - mmdet - INFO - Epoch [15][4400/7330] lr: 3.778e-07, eta: 1 day, 9:06:34, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0326, loss_cls: 0.1655, acc: 93.9902, loss_bbox: 0.2154, loss_mask: 0.2232, loss: 0.6594 +2022-09-21 22:22:41,239 - mmdet - INFO - Epoch [15][4450/7330] lr: 3.778e-07, eta: 1 day, 9:05:54, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0356, loss_cls: 0.1685, acc: 93.8516, loss_bbox: 0.2163, loss_mask: 0.2183, loss: 0.6650 +2022-09-21 22:23:18,319 - mmdet - INFO - Epoch [15][4500/7330] lr: 3.778e-07, eta: 1 day, 9:05:15, time: 0.741, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0346, loss_cls: 0.1770, acc: 93.5845, loss_bbox: 0.2260, loss_mask: 0.2259, loss: 0.6899 +2022-09-21 22:23:55,658 - mmdet - INFO - Epoch [15][4550/7330] lr: 3.778e-07, eta: 1 day, 9:04:36, time: 0.748, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0321, loss_cls: 0.1600, acc: 94.1794, loss_bbox: 0.1985, loss_mask: 0.2138, loss: 0.6259 +2022-09-21 22:24:32,807 - mmdet - INFO - Epoch [15][4600/7330] lr: 3.778e-07, eta: 1 day, 9:03:57, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0327, loss_cls: 0.1715, acc: 93.6694, loss_bbox: 0.2224, loss_mask: 0.2253, loss: 0.6772 +2022-09-21 22:25:09,167 - mmdet - INFO - Epoch [15][4650/7330] lr: 3.778e-07, eta: 1 day, 9:03:16, time: 0.727, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0341, loss_cls: 0.1661, acc: 93.8542, loss_bbox: 0.2186, loss_mask: 0.2188, loss: 0.6624 +2022-09-21 22:25:45,728 - mmdet - INFO - Epoch [15][4700/7330] lr: 3.778e-07, eta: 1 day, 9:02:36, time: 0.731, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0324, loss_cls: 0.1720, acc: 93.7019, loss_bbox: 0.2199, loss_mask: 0.2167, loss: 0.6664 +2022-09-21 22:26:22,722 - mmdet - INFO - Epoch [15][4750/7330] lr: 3.778e-07, eta: 1 day, 9:01:57, time: 0.740, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0318, loss_cls: 0.1666, acc: 93.8892, loss_bbox: 0.2103, loss_mask: 0.2122, loss: 0.6443 +2022-09-21 22:27:00,523 - mmdet - INFO - Epoch [15][4800/7330] lr: 3.778e-07, eta: 1 day, 9:01:19, time: 0.756, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0318, loss_cls: 0.1684, acc: 93.8896, loss_bbox: 0.2179, loss_mask: 0.2217, loss: 0.6653 +2022-09-21 22:27:37,359 - mmdet - INFO - Epoch [15][4850/7330] lr: 3.778e-07, eta: 1 day, 9:00:39, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0342, loss_cls: 0.1700, acc: 93.7666, loss_bbox: 0.2179, loss_mask: 0.2203, loss: 0.6679 +2022-09-21 22:28:14,544 - mmdet - INFO - Epoch [15][4900/7330] lr: 3.778e-07, eta: 1 day, 9:00:00, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0331, loss_cls: 0.1743, acc: 93.7534, loss_bbox: 0.2207, loss_mask: 0.2210, loss: 0.6727 +2022-09-21 22:28:51,575 - mmdet - INFO - Epoch [15][4950/7330] lr: 3.778e-07, eta: 1 day, 8:59:20, time: 0.741, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0335, loss_cls: 0.1716, acc: 93.7542, loss_bbox: 0.2139, loss_mask: 0.2205, loss: 0.6640 +2022-09-21 22:29:28,783 - mmdet - INFO - Epoch [15][5000/7330] lr: 3.778e-07, eta: 1 day, 8:58:41, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0342, loss_cls: 0.1672, acc: 93.8879, loss_bbox: 0.2155, loss_mask: 0.2257, loss: 0.6679 +2022-09-21 22:30:06,435 - mmdet - INFO - Epoch [15][5050/7330] lr: 3.778e-07, eta: 1 day, 8:58:03, time: 0.753, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0330, loss_cls: 0.1709, acc: 93.7407, loss_bbox: 0.2188, loss_mask: 0.2222, loss: 0.6714 +2022-09-21 22:30:42,851 - mmdet - INFO - Epoch [15][5100/7330] lr: 3.778e-07, eta: 1 day, 8:57:22, time: 0.728, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0310, loss_cls: 0.1674, acc: 94.0239, loss_bbox: 0.2124, loss_mask: 0.2133, loss: 0.6465 +2022-09-21 22:31:19,789 - mmdet - INFO - Epoch [15][5150/7330] lr: 3.778e-07, eta: 1 day, 8:56:43, time: 0.739, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0300, loss_cls: 0.1554, acc: 94.2869, loss_bbox: 0.2018, loss_mask: 0.2132, loss: 0.6239 +2022-09-21 22:31:57,095 - mmdet - INFO - Epoch [15][5200/7330] lr: 3.778e-07, eta: 1 day, 8:56:04, time: 0.746, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0364, loss_cls: 0.1681, acc: 93.9639, loss_bbox: 0.2083, loss_mask: 0.2166, loss: 0.6563 +2022-09-21 22:32:34,539 - mmdet - INFO - Epoch [15][5250/7330] lr: 3.778e-07, eta: 1 day, 8:55:25, time: 0.749, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0331, loss_cls: 0.1728, acc: 93.6274, loss_bbox: 0.2252, loss_mask: 0.2230, loss: 0.6793 +2022-09-21 22:33:11,648 - mmdet - INFO - Epoch [15][5300/7330] lr: 3.778e-07, eta: 1 day, 8:54:46, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0350, loss_cls: 0.1731, acc: 93.7356, loss_bbox: 0.2198, loss_mask: 0.2219, loss: 0.6754 +2022-09-21 22:33:48,996 - mmdet - INFO - Epoch [15][5350/7330] lr: 3.778e-07, eta: 1 day, 8:54:07, time: 0.747, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0299, loss_cls: 0.1572, acc: 94.2510, loss_bbox: 0.2021, loss_mask: 0.2199, loss: 0.6315 +2022-09-21 22:34:25,891 - mmdet - INFO - Epoch [15][5400/7330] lr: 3.778e-07, eta: 1 day, 8:53:27, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0334, loss_cls: 0.1688, acc: 93.8367, loss_bbox: 0.2160, loss_mask: 0.2202, loss: 0.6618 +2022-09-21 22:35:02,446 - mmdet - INFO - Epoch [15][5450/7330] lr: 3.778e-07, eta: 1 day, 8:52:47, time: 0.731, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0344, loss_cls: 0.1706, acc: 93.6709, loss_bbox: 0.2242, loss_mask: 0.2247, loss: 0.6785 +2022-09-21 22:35:39,838 - mmdet - INFO - Epoch [15][5500/7330] lr: 3.778e-07, eta: 1 day, 8:52:09, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0311, loss_cls: 0.1650, acc: 93.9666, loss_bbox: 0.2105, loss_mask: 0.2207, loss: 0.6489 +2022-09-21 22:36:16,565 - mmdet - INFO - Epoch [15][5550/7330] lr: 3.778e-07, eta: 1 day, 8:51:29, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0324, loss_cls: 0.1634, acc: 94.0396, loss_bbox: 0.2123, loss_mask: 0.2214, loss: 0.6547 +2022-09-21 22:36:53,037 - mmdet - INFO - Epoch [15][5600/7330] lr: 3.778e-07, eta: 1 day, 8:50:49, time: 0.729, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0330, loss_cls: 0.1624, acc: 94.1594, loss_bbox: 0.2077, loss_mask: 0.2192, loss: 0.6494 +2022-09-21 22:37:30,181 - mmdet - INFO - Epoch [15][5650/7330] lr: 3.778e-07, eta: 1 day, 8:50:09, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0329, loss_cls: 0.1624, acc: 94.0408, loss_bbox: 0.2081, loss_mask: 0.2194, loss: 0.6451 +2022-09-21 22:38:06,636 - mmdet - INFO - Epoch [15][5700/7330] lr: 3.778e-07, eta: 1 day, 8:49:29, time: 0.729, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0362, loss_cls: 0.1697, acc: 93.7261, loss_bbox: 0.2186, loss_mask: 0.2210, loss: 0.6698 +2022-09-21 22:38:43,831 - mmdet - INFO - Epoch [15][5750/7330] lr: 3.778e-07, eta: 1 day, 8:48:50, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0337, loss_cls: 0.1600, acc: 94.1689, loss_bbox: 0.2092, loss_mask: 0.2182, loss: 0.6453 +2022-09-21 22:39:20,942 - mmdet - INFO - Epoch [15][5800/7330] lr: 3.778e-07, eta: 1 day, 8:48:11, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0315, loss_cls: 0.1627, acc: 94.2012, loss_bbox: 0.2125, loss_mask: 0.2194, loss: 0.6494 +2022-09-21 22:39:57,776 - mmdet - INFO - Epoch [15][5850/7330] lr: 3.778e-07, eta: 1 day, 8:47:31, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0349, loss_cls: 0.1725, acc: 93.7607, loss_bbox: 0.2240, loss_mask: 0.2276, loss: 0.6857 +2022-09-21 22:40:34,886 - mmdet - INFO - Epoch [15][5900/7330] lr: 3.778e-07, eta: 1 day, 8:46:52, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0350, loss_cls: 0.1690, acc: 93.8674, loss_bbox: 0.2189, loss_mask: 0.2238, loss: 0.6725 +2022-09-21 22:41:12,378 - mmdet - INFO - Epoch [15][5950/7330] lr: 3.778e-07, eta: 1 day, 8:46:13, time: 0.750, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0320, loss_cls: 0.1634, acc: 94.0305, loss_bbox: 0.2128, loss_mask: 0.2205, loss: 0.6524 +2022-09-21 22:41:49,968 - mmdet - INFO - Epoch [15][6000/7330] lr: 3.778e-07, eta: 1 day, 8:45:35, time: 0.752, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0324, loss_cls: 0.1641, acc: 94.0579, loss_bbox: 0.2105, loss_mask: 0.2178, loss: 0.6475 +2022-09-21 22:42:26,612 - mmdet - INFO - Epoch [15][6050/7330] lr: 3.778e-07, eta: 1 day, 8:44:55, time: 0.733, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0305, loss_cls: 0.1606, acc: 94.1750, loss_bbox: 0.2022, loss_mask: 0.2127, loss: 0.6282 +2022-09-21 22:43:03,383 - mmdet - INFO - Epoch [15][6100/7330] lr: 3.778e-07, eta: 1 day, 8:44:15, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0344, loss_cls: 0.1695, acc: 93.7695, loss_bbox: 0.2148, loss_mask: 0.2176, loss: 0.6608 +2022-09-21 22:43:40,361 - mmdet - INFO - Epoch [15][6150/7330] lr: 3.778e-07, eta: 1 day, 8:43:36, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0330, loss_cls: 0.1648, acc: 93.9128, loss_bbox: 0.2120, loss_mask: 0.2190, loss: 0.6524 +2022-09-21 22:44:17,629 - mmdet - INFO - Epoch [15][6200/7330] lr: 3.778e-07, eta: 1 day, 8:42:57, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0326, loss_cls: 0.1693, acc: 93.8376, loss_bbox: 0.2183, loss_mask: 0.2187, loss: 0.6619 +2022-09-21 22:44:55,496 - mmdet - INFO - Epoch [15][6250/7330] lr: 3.778e-07, eta: 1 day, 8:42:19, time: 0.757, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0325, loss_cls: 0.1572, acc: 94.1936, loss_bbox: 0.2080, loss_mask: 0.2203, loss: 0.6396 +2022-09-21 22:45:32,729 - mmdet - INFO - Epoch [15][6300/7330] lr: 3.778e-07, eta: 1 day, 8:41:40, time: 0.745, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0328, loss_cls: 0.1675, acc: 93.8684, loss_bbox: 0.2184, loss_mask: 0.2185, loss: 0.6600 +2022-09-21 22:46:10,286 - mmdet - INFO - Epoch [15][6350/7330] lr: 3.778e-07, eta: 1 day, 8:41:01, time: 0.751, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0340, loss_cls: 0.1689, acc: 93.8159, loss_bbox: 0.2169, loss_mask: 0.2265, loss: 0.6733 +2022-09-21 22:46:48,098 - mmdet - INFO - Epoch [15][6400/7330] lr: 3.778e-07, eta: 1 day, 8:40:23, time: 0.756, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0308, loss_cls: 0.1603, acc: 94.0999, loss_bbox: 0.2046, loss_mask: 0.2202, loss: 0.6397 +2022-09-21 22:47:25,610 - mmdet - INFO - Epoch [15][6450/7330] lr: 3.778e-07, eta: 1 day, 8:39:44, time: 0.750, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0333, loss_cls: 0.1678, acc: 93.8237, loss_bbox: 0.2226, loss_mask: 0.2316, loss: 0.6802 +2022-09-21 22:48:02,902 - mmdet - INFO - Epoch [15][6500/7330] lr: 3.778e-07, eta: 1 day, 8:39:05, time: 0.745, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0308, loss_cls: 0.1602, acc: 94.2065, loss_bbox: 0.2044, loss_mask: 0.2150, loss: 0.6328 +2022-09-21 22:48:39,758 - mmdet - INFO - Epoch [15][6550/7330] lr: 3.778e-07, eta: 1 day, 8:38:26, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0340, loss_cls: 0.1712, acc: 93.7419, loss_bbox: 0.2178, loss_mask: 0.2228, loss: 0.6730 +2022-09-21 22:49:16,119 - mmdet - INFO - Epoch [15][6600/7330] lr: 3.778e-07, eta: 1 day, 8:37:45, time: 0.727, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0330, loss_cls: 0.1719, acc: 93.7734, loss_bbox: 0.2151, loss_mask: 0.2207, loss: 0.6666 +2022-09-21 22:49:53,644 - mmdet - INFO - Epoch [15][6650/7330] lr: 3.778e-07, eta: 1 day, 8:37:07, time: 0.750, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0338, loss_cls: 0.1732, acc: 93.6892, loss_bbox: 0.2215, loss_mask: 0.2243, loss: 0.6787 +2022-09-21 22:50:30,693 - mmdet - INFO - Epoch [15][6700/7330] lr: 3.778e-07, eta: 1 day, 8:36:28, time: 0.741, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0318, loss_cls: 0.1605, acc: 94.1289, loss_bbox: 0.2069, loss_mask: 0.2199, loss: 0.6405 +2022-09-21 22:51:07,745 - mmdet - INFO - Epoch [15][6750/7330] lr: 3.778e-07, eta: 1 day, 8:35:48, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0354, loss_cls: 0.1658, acc: 93.9382, loss_bbox: 0.2165, loss_mask: 0.2204, loss: 0.6632 +2022-09-21 22:51:45,027 - mmdet - INFO - Epoch [15][6800/7330] lr: 3.778e-07, eta: 1 day, 8:35:09, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0343, loss_cls: 0.1707, acc: 93.6755, loss_bbox: 0.2162, loss_mask: 0.2192, loss: 0.6647 +2022-09-21 22:52:21,811 - mmdet - INFO - Epoch [15][6850/7330] lr: 3.778e-07, eta: 1 day, 8:34:30, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0301, loss_cls: 0.1633, acc: 94.0967, loss_bbox: 0.2066, loss_mask: 0.2181, loss: 0.6404 +2022-09-21 22:52:58,501 - mmdet - INFO - Epoch [15][6900/7330] lr: 3.778e-07, eta: 1 day, 8:33:50, time: 0.734, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0348, loss_cls: 0.1740, acc: 93.7661, loss_bbox: 0.2211, loss_mask: 0.2184, loss: 0.6744 +2022-09-21 22:53:35,216 - mmdet - INFO - Epoch [15][6950/7330] lr: 3.778e-07, eta: 1 day, 8:33:10, time: 0.734, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0323, loss_cls: 0.1717, acc: 93.7590, loss_bbox: 0.2145, loss_mask: 0.2147, loss: 0.6581 +2022-09-21 22:54:12,476 - mmdet - INFO - Epoch [15][7000/7330] lr: 3.778e-07, eta: 1 day, 8:32:31, time: 0.745, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0334, loss_cls: 0.1660, acc: 93.9355, loss_bbox: 0.2175, loss_mask: 0.2206, loss: 0.6622 +2022-09-21 22:54:49,730 - mmdet - INFO - Epoch [15][7050/7330] lr: 3.778e-07, eta: 1 day, 8:31:52, time: 0.745, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0321, loss_cls: 0.1590, acc: 94.1177, loss_bbox: 0.2066, loss_mask: 0.2157, loss: 0.6360 +2022-09-21 22:55:26,516 - mmdet - INFO - Epoch [15][7100/7330] lr: 3.778e-07, eta: 1 day, 8:31:13, time: 0.736, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0308, loss_cls: 0.1596, acc: 94.0632, loss_bbox: 0.2068, loss_mask: 0.2125, loss: 0.6330 +2022-09-21 22:56:03,436 - mmdet - INFO - Epoch [15][7150/7330] lr: 3.778e-07, eta: 1 day, 8:30:33, time: 0.738, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0333, loss_cls: 0.1638, acc: 94.0415, loss_bbox: 0.2103, loss_mask: 0.2225, loss: 0.6555 +2022-09-21 22:56:40,585 - mmdet - INFO - Epoch [15][7200/7330] lr: 3.778e-07, eta: 1 day, 8:29:54, time: 0.743, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0322, loss_cls: 0.1606, acc: 94.1438, loss_bbox: 0.2111, loss_mask: 0.2182, loss: 0.6455 +2022-09-21 22:57:17,944 - mmdet - INFO - Epoch [15][7250/7330] lr: 3.778e-07, eta: 1 day, 8:29:15, time: 0.745, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0327, loss_cls: 0.1669, acc: 94.0483, loss_bbox: 0.2114, loss_mask: 0.2197, loss: 0.6544 +2022-09-21 22:57:55,245 - mmdet - INFO - Epoch [15][7300/7330] lr: 3.778e-07, eta: 1 day, 8:28:36, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0350, loss_cls: 0.1755, acc: 93.5369, loss_bbox: 0.2266, loss_mask: 0.2318, loss: 0.6932 +2022-09-21 22:58:27,046 - mmdet - INFO - Saving checkpoint at 15 epochs +2022-09-21 23:01:02,012 - mmdet - INFO - Evaluating bbox... +2022-09-21 23:01:30,176 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.488 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.719 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.534 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.318 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.530 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.639 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.611 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.611 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.611 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.424 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.654 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.763 + +2022-09-21 23:01:30,177 - mmdet - INFO - Evaluating segm... +2022-09-21 23:01:58,470 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.437 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.688 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.469 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.236 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.475 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.643 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.552 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.552 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.552 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.359 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.595 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.727 + +2022-09-21 23:01:58,969 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 23:01:58,969 - mmdet - INFO - Epoch(val) [15][625] bbox_mAP: 0.4880, bbox_mAP_50: 0.7190, bbox_mAP_75: 0.5340, bbox_mAP_s: 0.3180, bbox_mAP_m: 0.5300, bbox_mAP_l: 0.6390, bbox_mAP_copypaste: 0.488 0.719 0.534 0.318 0.530 0.639, segm_mAP: 0.4370, segm_mAP_50: 0.6880, segm_mAP_75: 0.4690, segm_mAP_s: 0.2360, segm_mAP_m: 0.4750, segm_mAP_l: 0.6430, segm_mAP_copypaste: 0.437 0.688 0.469 0.236 0.475 0.643 +2022-09-21 23:05:32,071 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 23:05:32,071 - mmdet - INFO - Epoch [16][50/7330] lr: 3.778e-07, eta: 1 day, 8:31:08, time: 4.262, data_time: 3.510, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0345, loss_cls: 0.1664, acc: 93.8115, loss_bbox: 0.2215, loss_mask: 0.2187, loss: 0.6668 +2022-09-21 23:06:10,095 - mmdet - INFO - Epoch [16][100/7330] lr: 3.778e-07, eta: 1 day, 8:30:30, time: 0.761, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0316, loss_cls: 0.1586, acc: 94.1509, loss_bbox: 0.2052, loss_mask: 0.2179, loss: 0.6354 +2022-09-21 23:06:48,006 - mmdet - INFO - Epoch [16][150/7330] lr: 3.778e-07, eta: 1 day, 8:29:52, time: 0.758, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0324, loss_cls: 0.1690, acc: 93.7993, loss_bbox: 0.2198, loss_mask: 0.2213, loss: 0.6645 +2022-09-21 23:07:25,115 - mmdet - INFO - Epoch [16][200/7330] lr: 3.778e-07, eta: 1 day, 8:29:13, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0344, loss_cls: 0.1687, acc: 93.8904, loss_bbox: 0.2176, loss_mask: 0.2223, loss: 0.6691 +2022-09-21 23:08:02,747 - mmdet - INFO - Epoch [16][250/7330] lr: 3.778e-07, eta: 1 day, 8:28:34, time: 0.753, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0329, loss_cls: 0.1642, acc: 94.0051, loss_bbox: 0.2145, loss_mask: 0.2206, loss: 0.6571 +2022-09-21 23:08:39,922 - mmdet - INFO - Epoch [16][300/7330] lr: 3.778e-07, eta: 1 day, 8:27:55, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0314, loss_cls: 0.1615, acc: 94.0029, loss_bbox: 0.2090, loss_mask: 0.2140, loss: 0.6381 +2022-09-21 23:09:17,066 - mmdet - INFO - Epoch [16][350/7330] lr: 3.778e-07, eta: 1 day, 8:27:16, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0351, loss_cls: 0.1680, acc: 93.8896, loss_bbox: 0.2202, loss_mask: 0.2197, loss: 0.6677 +2022-09-21 23:09:54,494 - mmdet - INFO - Epoch [16][400/7330] lr: 3.778e-07, eta: 1 day, 8:26:37, time: 0.748, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0332, loss_cls: 0.1704, acc: 93.7988, loss_bbox: 0.2172, loss_mask: 0.2163, loss: 0.6605 +2022-09-21 23:10:31,604 - mmdet - INFO - Epoch [16][450/7330] lr: 3.778e-07, eta: 1 day, 8:25:58, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0309, loss_cls: 0.1580, acc: 94.2598, loss_bbox: 0.2049, loss_mask: 0.2125, loss: 0.6282 +2022-09-21 23:11:08,960 - mmdet - INFO - Epoch [16][500/7330] lr: 3.778e-07, eta: 1 day, 8:25:19, time: 0.747, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0344, loss_cls: 0.1689, acc: 93.8315, loss_bbox: 0.2209, loss_mask: 0.2144, loss: 0.6634 +2022-09-21 23:11:46,848 - mmdet - INFO - Epoch [16][550/7330] lr: 3.778e-07, eta: 1 day, 8:24:40, time: 0.758, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0306, loss_cls: 0.1609, acc: 94.1221, loss_bbox: 0.2087, loss_mask: 0.2147, loss: 0.6381 +2022-09-21 23:12:23,577 - mmdet - INFO - Epoch [16][600/7330] lr: 3.778e-07, eta: 1 day, 8:24:00, time: 0.735, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0336, loss_cls: 0.1596, acc: 94.1284, loss_bbox: 0.2139, loss_mask: 0.2155, loss: 0.6445 +2022-09-21 23:13:00,872 - mmdet - INFO - Epoch [16][650/7330] lr: 3.778e-07, eta: 1 day, 8:23:21, time: 0.746, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0338, loss_cls: 0.1643, acc: 94.0554, loss_bbox: 0.2131, loss_mask: 0.2122, loss: 0.6459 +2022-09-21 23:13:38,106 - mmdet - INFO - Epoch [16][700/7330] lr: 3.778e-07, eta: 1 day, 8:22:42, time: 0.745, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0323, loss_cls: 0.1629, acc: 94.0103, loss_bbox: 0.2132, loss_mask: 0.2209, loss: 0.6518 +2022-09-21 23:14:15,205 - mmdet - INFO - Epoch [16][750/7330] lr: 3.778e-07, eta: 1 day, 8:22:03, time: 0.742, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0321, loss_cls: 0.1646, acc: 93.9802, loss_bbox: 0.2148, loss_mask: 0.2182, loss: 0.6509 +2022-09-21 23:14:51,708 - mmdet - INFO - Epoch [16][800/7330] lr: 3.778e-07, eta: 1 day, 8:21:23, time: 0.729, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0307, loss_cls: 0.1539, acc: 94.3875, loss_bbox: 0.2058, loss_mask: 0.2171, loss: 0.6289 +2022-09-21 23:15:29,089 - mmdet - INFO - Epoch [16][850/7330] lr: 3.778e-07, eta: 1 day, 8:20:44, time: 0.748, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0330, loss_cls: 0.1652, acc: 94.0833, loss_bbox: 0.2123, loss_mask: 0.2220, loss: 0.6555 +2022-09-21 23:16:06,073 - mmdet - INFO - Epoch [16][900/7330] lr: 3.778e-07, eta: 1 day, 8:20:04, time: 0.741, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0332, loss_cls: 0.1625, acc: 94.0464, loss_bbox: 0.2124, loss_mask: 0.2190, loss: 0.6508 +2022-09-21 23:16:42,939 - mmdet - INFO - Epoch [16][950/7330] lr: 3.778e-07, eta: 1 day, 8:19:25, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0296, loss_cls: 0.1559, acc: 94.3179, loss_bbox: 0.2034, loss_mask: 0.2151, loss: 0.6245 +2022-09-21 23:17:19,984 - mmdet - INFO - Epoch [16][1000/7330] lr: 3.778e-07, eta: 1 day, 8:18:45, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0351, loss_cls: 0.1659, acc: 93.9661, loss_bbox: 0.2139, loss_mask: 0.2178, loss: 0.6577 +2022-09-21 23:17:56,740 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 23:17:56,740 - mmdet - INFO - Epoch [16][1050/7330] lr: 3.778e-07, eta: 1 day, 8:18:06, time: 0.735, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0289, loss_cls: 0.1542, acc: 94.3936, loss_bbox: 0.2017, loss_mask: 0.2135, loss: 0.6186 +2022-09-21 23:18:33,555 - mmdet - INFO - Epoch [16][1100/7330] lr: 3.778e-07, eta: 1 day, 8:17:26, time: 0.736, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0312, loss_cls: 0.1706, acc: 93.7639, loss_bbox: 0.2166, loss_mask: 0.2194, loss: 0.6603 +2022-09-21 23:19:10,207 - mmdet - INFO - Epoch [16][1150/7330] lr: 3.778e-07, eta: 1 day, 8:16:46, time: 0.733, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0298, loss_cls: 0.1673, acc: 93.8472, loss_bbox: 0.2126, loss_mask: 0.2147, loss: 0.6470 +2022-09-21 23:19:47,280 - mmdet - INFO - Epoch [16][1200/7330] lr: 3.778e-07, eta: 1 day, 8:16:07, time: 0.741, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0349, loss_cls: 0.1675, acc: 93.7986, loss_bbox: 0.2158, loss_mask: 0.2229, loss: 0.6669 +2022-09-21 23:20:23,754 - mmdet - INFO - Epoch [16][1250/7330] lr: 3.778e-07, eta: 1 day, 8:15:26, time: 0.729, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0317, loss_cls: 0.1618, acc: 94.0413, loss_bbox: 0.2112, loss_mask: 0.2137, loss: 0.6419 +2022-09-21 23:21:00,261 - mmdet - INFO - Epoch [16][1300/7330] lr: 3.778e-07, eta: 1 day, 8:14:46, time: 0.730, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0338, loss_cls: 0.1643, acc: 93.9099, loss_bbox: 0.2119, loss_mask: 0.2153, loss: 0.6500 +2022-09-21 23:21:37,248 - mmdet - INFO - Epoch [16][1350/7330] lr: 3.778e-07, eta: 1 day, 8:14:07, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0334, loss_cls: 0.1625, acc: 94.0935, loss_bbox: 0.2126, loss_mask: 0.2209, loss: 0.6529 +2022-09-21 23:22:14,770 - mmdet - INFO - Epoch [16][1400/7330] lr: 3.778e-07, eta: 1 day, 8:13:28, time: 0.751, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0334, loss_cls: 0.1594, acc: 94.1599, loss_bbox: 0.2064, loss_mask: 0.2166, loss: 0.6398 +2022-09-21 23:22:52,016 - mmdet - INFO - Epoch [16][1450/7330] lr: 3.778e-07, eta: 1 day, 8:12:49, time: 0.745, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0327, loss_cls: 0.1658, acc: 93.8840, loss_bbox: 0.2129, loss_mask: 0.2117, loss: 0.6455 +2022-09-21 23:23:28,812 - mmdet - INFO - Epoch [16][1500/7330] lr: 3.778e-07, eta: 1 day, 8:12:09, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0335, loss_cls: 0.1646, acc: 94.0090, loss_bbox: 0.2124, loss_mask: 0.2145, loss: 0.6481 +2022-09-21 23:24:06,179 - mmdet - INFO - Epoch [16][1550/7330] lr: 3.778e-07, eta: 1 day, 8:11:30, time: 0.747, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0321, loss_cls: 0.1627, acc: 93.9902, loss_bbox: 0.2144, loss_mask: 0.2198, loss: 0.6525 +2022-09-21 23:24:43,525 - mmdet - INFO - Epoch [16][1600/7330] lr: 3.778e-07, eta: 1 day, 8:10:51, time: 0.747, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0302, loss_cls: 0.1552, acc: 94.3975, loss_bbox: 0.2035, loss_mask: 0.2148, loss: 0.6240 +2022-09-21 23:25:20,230 - mmdet - INFO - Epoch [16][1650/7330] lr: 3.778e-07, eta: 1 day, 8:10:11, time: 0.730, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0343, loss_cls: 0.1722, acc: 93.7361, loss_bbox: 0.2200, loss_mask: 0.2194, loss: 0.6704 +2022-09-21 23:25:56,825 - mmdet - INFO - Epoch [16][1700/7330] lr: 3.778e-07, eta: 1 day, 8:09:32, time: 0.736, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0338, loss_cls: 0.1676, acc: 93.8113, loss_bbox: 0.2156, loss_mask: 0.2228, loss: 0.6641 +2022-09-21 23:26:33,710 - mmdet - INFO - Epoch [16][1750/7330] lr: 3.778e-07, eta: 1 day, 8:08:52, time: 0.738, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0316, loss_cls: 0.1560, acc: 94.2080, loss_bbox: 0.2039, loss_mask: 0.2164, loss: 0.6308 +2022-09-21 23:27:10,093 - mmdet - INFO - Epoch [16][1800/7330] lr: 3.778e-07, eta: 1 day, 8:08:12, time: 0.728, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0305, loss_cls: 0.1581, acc: 94.2566, loss_bbox: 0.2023, loss_mask: 0.2128, loss: 0.6247 +2022-09-21 23:27:47,953 - mmdet - INFO - Epoch [16][1850/7330] lr: 3.778e-07, eta: 1 day, 8:07:33, time: 0.757, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0348, loss_cls: 0.1647, acc: 93.9744, loss_bbox: 0.2164, loss_mask: 0.2254, loss: 0.6649 +2022-09-21 23:28:25,167 - mmdet - INFO - Epoch [16][1900/7330] lr: 3.778e-07, eta: 1 day, 8:06:54, time: 0.744, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0308, loss_cls: 0.1604, acc: 94.1006, loss_bbox: 0.2106, loss_mask: 0.2156, loss: 0.6396 +2022-09-21 23:29:01,899 - mmdet - INFO - Epoch [16][1950/7330] lr: 3.778e-07, eta: 1 day, 8:06:15, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0339, loss_cls: 0.1627, acc: 94.0442, loss_bbox: 0.2179, loss_mask: 0.2212, loss: 0.6574 +2022-09-21 23:29:39,318 - mmdet - INFO - Epoch [16][2000/7330] lr: 3.778e-07, eta: 1 day, 8:05:36, time: 0.748, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0328, loss_cls: 0.1696, acc: 93.8035, loss_bbox: 0.2164, loss_mask: 0.2192, loss: 0.6619 +2022-09-21 23:30:15,867 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 23:30:15,869 - mmdet - INFO - Epoch [16][2050/7330] lr: 3.778e-07, eta: 1 day, 8:04:56, time: 0.731, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0332, loss_cls: 0.1584, acc: 94.1973, loss_bbox: 0.2100, loss_mask: 0.2178, loss: 0.6439 +2022-09-21 23:30:53,648 - mmdet - INFO - Epoch [16][2100/7330] lr: 3.778e-07, eta: 1 day, 8:04:17, time: 0.756, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0338, loss_cls: 0.1672, acc: 93.8894, loss_bbox: 0.2179, loss_mask: 0.2199, loss: 0.6655 +2022-09-21 23:31:30,527 - mmdet - INFO - Epoch [16][2150/7330] lr: 3.778e-07, eta: 1 day, 8:03:38, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0326, loss_cls: 0.1598, acc: 94.2095, loss_bbox: 0.2118, loss_mask: 0.2189, loss: 0.6457 +2022-09-21 23:32:07,176 - mmdet - INFO - Epoch [16][2200/7330] lr: 3.778e-07, eta: 1 day, 8:02:58, time: 0.734, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0327, loss_cls: 0.1561, acc: 94.1609, loss_bbox: 0.2071, loss_mask: 0.2164, loss: 0.6350 +2022-09-21 23:32:44,586 - mmdet - INFO - Epoch [16][2250/7330] lr: 3.778e-07, eta: 1 day, 8:02:19, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0330, loss_cls: 0.1590, acc: 94.1677, loss_bbox: 0.2065, loss_mask: 0.2164, loss: 0.6391 +2022-09-21 23:33:21,256 - mmdet - INFO - Epoch [16][2300/7330] lr: 3.778e-07, eta: 1 day, 8:01:39, time: 0.733, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0330, loss_cls: 0.1739, acc: 93.6685, loss_bbox: 0.2206, loss_mask: 0.2188, loss: 0.6705 +2022-09-21 23:33:58,874 - mmdet - INFO - Epoch [16][2350/7330] lr: 3.778e-07, eta: 1 day, 8:01:01, time: 0.753, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0324, loss_cls: 0.1693, acc: 93.8469, loss_bbox: 0.2139, loss_mask: 0.2233, loss: 0.6649 +2022-09-21 23:34:35,270 - mmdet - INFO - Epoch [16][2400/7330] lr: 3.778e-07, eta: 1 day, 8:00:20, time: 0.728, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0325, loss_cls: 0.1631, acc: 94.0334, loss_bbox: 0.2131, loss_mask: 0.2154, loss: 0.6480 +2022-09-21 23:35:12,924 - mmdet - INFO - Epoch [16][2450/7330] lr: 3.778e-07, eta: 1 day, 7:59:42, time: 0.753, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0334, loss_cls: 0.1648, acc: 93.9839, loss_bbox: 0.2130, loss_mask: 0.2175, loss: 0.6523 +2022-09-21 23:35:50,199 - mmdet - INFO - Epoch [16][2500/7330] lr: 3.778e-07, eta: 1 day, 7:59:03, time: 0.745, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0321, loss_cls: 0.1625, acc: 94.0042, loss_bbox: 0.2121, loss_mask: 0.2180, loss: 0.6485 +2022-09-21 23:36:27,959 - mmdet - INFO - Epoch [16][2550/7330] lr: 3.778e-07, eta: 1 day, 7:58:25, time: 0.755, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0332, loss_cls: 0.1661, acc: 94.0510, loss_bbox: 0.2117, loss_mask: 0.2175, loss: 0.6551 +2022-09-21 23:37:04,897 - mmdet - INFO - Epoch [16][2600/7330] lr: 3.778e-07, eta: 1 day, 7:57:45, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0313, loss_cls: 0.1562, acc: 94.1260, loss_bbox: 0.2085, loss_mask: 0.2176, loss: 0.6373 +2022-09-21 23:37:41,918 - mmdet - INFO - Epoch [16][2650/7330] lr: 3.778e-07, eta: 1 day, 7:57:06, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0327, loss_cls: 0.1648, acc: 93.9331, loss_bbox: 0.2165, loss_mask: 0.2179, loss: 0.6555 +2022-09-21 23:38:19,336 - mmdet - INFO - Epoch [16][2700/7330] lr: 3.778e-07, eta: 1 day, 7:56:27, time: 0.748, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0336, loss_cls: 0.1694, acc: 93.7231, loss_bbox: 0.2109, loss_mask: 0.2160, loss: 0.6565 +2022-09-21 23:38:56,534 - mmdet - INFO - Epoch [16][2750/7330] lr: 3.778e-07, eta: 1 day, 7:55:48, time: 0.744, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0337, loss_cls: 0.1659, acc: 93.9729, loss_bbox: 0.2132, loss_mask: 0.2170, loss: 0.6538 +2022-09-21 23:39:33,578 - mmdet - INFO - Epoch [16][2800/7330] lr: 3.778e-07, eta: 1 day, 7:55:08, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0331, loss_cls: 0.1617, acc: 94.0967, loss_bbox: 0.2100, loss_mask: 0.2194, loss: 0.6490 +2022-09-21 23:40:11,063 - mmdet - INFO - Epoch [16][2850/7330] lr: 3.778e-07, eta: 1 day, 7:54:30, time: 0.750, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0311, loss_cls: 0.1592, acc: 94.3352, loss_bbox: 0.2041, loss_mask: 0.2137, loss: 0.6300 +2022-09-21 23:40:48,088 - mmdet - INFO - Epoch [16][2900/7330] lr: 3.778e-07, eta: 1 day, 7:53:50, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0325, loss_cls: 0.1637, acc: 93.9604, loss_bbox: 0.2116, loss_mask: 0.2146, loss: 0.6456 +2022-09-21 23:41:25,047 - mmdet - INFO - Epoch [16][2950/7330] lr: 3.778e-07, eta: 1 day, 7:53:11, time: 0.739, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0326, loss_cls: 0.1718, acc: 93.6926, loss_bbox: 0.2180, loss_mask: 0.2200, loss: 0.6672 +2022-09-21 23:42:02,271 - mmdet - INFO - Epoch [16][3000/7330] lr: 3.778e-07, eta: 1 day, 7:52:32, time: 0.742, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0316, loss_cls: 0.1658, acc: 93.8977, loss_bbox: 0.2131, loss_mask: 0.2199, loss: 0.6558 +2022-09-21 23:42:38,858 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 23:42:38,858 - mmdet - INFO - Epoch [16][3050/7330] lr: 3.778e-07, eta: 1 day, 7:51:52, time: 0.734, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0309, loss_cls: 0.1590, acc: 94.1794, loss_bbox: 0.2093, loss_mask: 0.2176, loss: 0.6382 +2022-09-21 23:43:15,954 - mmdet - INFO - Epoch [16][3100/7330] lr: 3.778e-07, eta: 1 day, 7:51:13, time: 0.742, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0313, loss_cls: 0.1612, acc: 94.1648, loss_bbox: 0.2082, loss_mask: 0.2182, loss: 0.6413 +2022-09-21 23:43:52,772 - mmdet - INFO - Epoch [16][3150/7330] lr: 3.778e-07, eta: 1 day, 7:50:33, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0328, loss_cls: 0.1600, acc: 94.2083, loss_bbox: 0.2085, loss_mask: 0.2190, loss: 0.6457 +2022-09-21 23:44:29,404 - mmdet - INFO - Epoch [16][3200/7330] lr: 3.778e-07, eta: 1 day, 7:49:53, time: 0.732, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0343, loss_cls: 0.1719, acc: 93.6990, loss_bbox: 0.2189, loss_mask: 0.2268, loss: 0.6774 +2022-09-21 23:45:06,287 - mmdet - INFO - Epoch [16][3250/7330] lr: 3.778e-07, eta: 1 day, 7:49:14, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0326, loss_cls: 0.1655, acc: 94.0195, loss_bbox: 0.2174, loss_mask: 0.2207, loss: 0.6599 +2022-09-21 23:45:43,342 - mmdet - INFO - Epoch [16][3300/7330] lr: 3.778e-07, eta: 1 day, 7:48:34, time: 0.741, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0352, loss_cls: 0.1659, acc: 93.8760, loss_bbox: 0.2194, loss_mask: 0.2246, loss: 0.6694 +2022-09-21 23:46:20,546 - mmdet - INFO - Epoch [16][3350/7330] lr: 3.778e-07, eta: 1 day, 7:47:55, time: 0.743, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0337, loss_cls: 0.1665, acc: 93.9575, loss_bbox: 0.2132, loss_mask: 0.2237, loss: 0.6609 +2022-09-21 23:46:58,759 - mmdet - INFO - Epoch [16][3400/7330] lr: 3.778e-07, eta: 1 day, 7:47:18, time: 0.765, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0342, loss_cls: 0.1690, acc: 93.8169, loss_bbox: 0.2214, loss_mask: 0.2174, loss: 0.6656 +2022-09-21 23:47:35,831 - mmdet - INFO - Epoch [16][3450/7330] lr: 3.778e-07, eta: 1 day, 7:46:38, time: 0.741, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0323, loss_cls: 0.1652, acc: 93.9441, loss_bbox: 0.2126, loss_mask: 0.2152, loss: 0.6480 +2022-09-21 23:48:12,853 - mmdet - INFO - Epoch [16][3500/7330] lr: 3.778e-07, eta: 1 day, 7:45:59, time: 0.740, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0325, loss_cls: 0.1738, acc: 93.7002, loss_bbox: 0.2192, loss_mask: 0.2279, loss: 0.6778 +2022-09-21 23:48:50,228 - mmdet - INFO - Epoch [16][3550/7330] lr: 3.778e-07, eta: 1 day, 7:45:20, time: 0.747, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0336, loss_cls: 0.1650, acc: 94.1008, loss_bbox: 0.2114, loss_mask: 0.2194, loss: 0.6546 +2022-09-21 23:49:27,424 - mmdet - INFO - Epoch [16][3600/7330] lr: 3.778e-07, eta: 1 day, 7:44:41, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0358, loss_cls: 0.1667, acc: 93.8511, loss_bbox: 0.2168, loss_mask: 0.2180, loss: 0.6638 +2022-09-21 23:50:04,319 - mmdet - INFO - Epoch [16][3650/7330] lr: 3.778e-07, eta: 1 day, 7:44:02, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0343, loss_cls: 0.1726, acc: 93.6960, loss_bbox: 0.2188, loss_mask: 0.2222, loss: 0.6727 +2022-09-21 23:50:41,420 - mmdet - INFO - Epoch [16][3700/7330] lr: 3.778e-07, eta: 1 day, 7:43:22, time: 0.741, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0326, loss_cls: 0.1655, acc: 94.0095, loss_bbox: 0.2118, loss_mask: 0.2251, loss: 0.6573 +2022-09-21 23:51:18,103 - mmdet - INFO - Epoch [16][3750/7330] lr: 3.778e-07, eta: 1 day, 7:42:43, time: 0.735, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0304, loss_cls: 0.1604, acc: 93.9958, loss_bbox: 0.2062, loss_mask: 0.2136, loss: 0.6313 +2022-09-21 23:51:55,087 - mmdet - INFO - Epoch [16][3800/7330] lr: 3.778e-07, eta: 1 day, 7:42:03, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0327, loss_cls: 0.1600, acc: 94.0706, loss_bbox: 0.2117, loss_mask: 0.2161, loss: 0.6434 +2022-09-21 23:52:32,286 - mmdet - INFO - Epoch [16][3850/7330] lr: 3.778e-07, eta: 1 day, 7:41:24, time: 0.745, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0326, loss_cls: 0.1669, acc: 93.8352, loss_bbox: 0.2114, loss_mask: 0.2184, loss: 0.6531 +2022-09-21 23:53:09,543 - mmdet - INFO - Epoch [16][3900/7330] lr: 3.778e-07, eta: 1 day, 7:40:45, time: 0.745, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0335, loss_cls: 0.1670, acc: 93.8682, loss_bbox: 0.2157, loss_mask: 0.2156, loss: 0.6578 +2022-09-21 23:53:46,687 - mmdet - INFO - Epoch [16][3950/7330] lr: 3.778e-07, eta: 1 day, 7:40:06, time: 0.743, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0321, loss_cls: 0.1685, acc: 93.9719, loss_bbox: 0.2115, loss_mask: 0.2148, loss: 0.6512 +2022-09-21 23:54:24,267 - mmdet - INFO - Epoch [16][4000/7330] lr: 3.778e-07, eta: 1 day, 7:39:27, time: 0.752, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0332, loss_cls: 0.1579, acc: 94.1797, loss_bbox: 0.2099, loss_mask: 0.2177, loss: 0.6411 +2022-09-21 23:55:00,936 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-21 23:55:00,939 - mmdet - INFO - Epoch [16][4050/7330] lr: 3.778e-07, eta: 1 day, 7:38:48, time: 0.733, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0326, loss_cls: 0.1628, acc: 94.0093, loss_bbox: 0.2133, loss_mask: 0.2180, loss: 0.6511 +2022-09-21 23:55:37,847 - mmdet - INFO - Epoch [16][4100/7330] lr: 3.778e-07, eta: 1 day, 7:38:08, time: 0.738, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0335, loss_cls: 0.1665, acc: 94.0032, loss_bbox: 0.2109, loss_mask: 0.2176, loss: 0.6537 +2022-09-21 23:56:15,844 - mmdet - INFO - Epoch [16][4150/7330] lr: 3.778e-07, eta: 1 day, 7:37:30, time: 0.760, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0319, loss_cls: 0.1647, acc: 94.0295, loss_bbox: 0.2085, loss_mask: 0.2189, loss: 0.6466 +2022-09-21 23:56:53,388 - mmdet - INFO - Epoch [16][4200/7330] lr: 3.778e-07, eta: 1 day, 7:36:52, time: 0.751, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0304, loss_cls: 0.1601, acc: 94.1484, loss_bbox: 0.2077, loss_mask: 0.2110, loss: 0.6305 +2022-09-21 23:57:31,217 - mmdet - INFO - Epoch [16][4250/7330] lr: 3.778e-07, eta: 1 day, 7:36:13, time: 0.757, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0321, loss_cls: 0.1646, acc: 94.1169, loss_bbox: 0.2059, loss_mask: 0.2137, loss: 0.6398 +2022-09-21 23:58:08,232 - mmdet - INFO - Epoch [16][4300/7330] lr: 3.778e-07, eta: 1 day, 7:35:34, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0318, loss_cls: 0.1660, acc: 93.8779, loss_bbox: 0.2166, loss_mask: 0.2211, loss: 0.6581 +2022-09-21 23:58:45,150 - mmdet - INFO - Epoch [16][4350/7330] lr: 3.778e-07, eta: 1 day, 7:34:55, time: 0.738, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0340, loss_cls: 0.1704, acc: 93.7415, loss_bbox: 0.2185, loss_mask: 0.2180, loss: 0.6693 +2022-09-21 23:59:22,053 - mmdet - INFO - Epoch [16][4400/7330] lr: 3.778e-07, eta: 1 day, 7:34:15, time: 0.738, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0346, loss_cls: 0.1718, acc: 93.8293, loss_bbox: 0.2185, loss_mask: 0.2220, loss: 0.6733 +2022-09-21 23:59:59,364 - mmdet - INFO - Epoch [16][4450/7330] lr: 3.778e-07, eta: 1 day, 7:33:36, time: 0.746, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0328, loss_cls: 0.1617, acc: 94.0554, loss_bbox: 0.2109, loss_mask: 0.2188, loss: 0.6481 +2022-09-22 00:00:39,370 - mmdet - INFO - Epoch [16][4500/7330] lr: 3.778e-07, eta: 1 day, 7:33:01, time: 0.800, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0332, loss_cls: 0.1642, acc: 94.0457, loss_bbox: 0.2158, loss_mask: 0.2299, loss: 0.6682 +2022-09-22 00:01:16,127 - mmdet - INFO - Epoch [16][4550/7330] lr: 3.778e-07, eta: 1 day, 7:32:21, time: 0.734, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0316, loss_cls: 0.1648, acc: 93.9875, loss_bbox: 0.2105, loss_mask: 0.2198, loss: 0.6502 +2022-09-22 00:01:53,289 - mmdet - INFO - Epoch [16][4600/7330] lr: 3.778e-07, eta: 1 day, 7:31:42, time: 0.744, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0378, loss_cls: 0.1808, acc: 93.4475, loss_bbox: 0.2292, loss_mask: 0.2227, loss: 0.6996 +2022-09-22 00:02:30,022 - mmdet - INFO - Epoch [16][4650/7330] lr: 3.778e-07, eta: 1 day, 7:31:02, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0318, loss_cls: 0.1620, acc: 94.0830, loss_bbox: 0.2094, loss_mask: 0.2161, loss: 0.6421 +2022-09-22 00:03:06,817 - mmdet - INFO - Epoch [16][4700/7330] lr: 3.778e-07, eta: 1 day, 7:30:23, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0309, loss_cls: 0.1693, acc: 93.9062, loss_bbox: 0.2100, loss_mask: 0.2230, loss: 0.6569 +2022-09-22 00:03:44,437 - mmdet - INFO - Epoch [16][4750/7330] lr: 3.778e-07, eta: 1 day, 7:29:44, time: 0.752, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0333, loss_cls: 0.1740, acc: 93.6025, loss_bbox: 0.2188, loss_mask: 0.2183, loss: 0.6693 +2022-09-22 00:04:21,275 - mmdet - INFO - Epoch [16][4800/7330] lr: 3.778e-07, eta: 1 day, 7:29:05, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0325, loss_cls: 0.1645, acc: 94.0161, loss_bbox: 0.2086, loss_mask: 0.2140, loss: 0.6429 +2022-09-22 00:04:58,115 - mmdet - INFO - Epoch [16][4850/7330] lr: 3.778e-07, eta: 1 day, 7:28:25, time: 0.736, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0315, loss_cls: 0.1707, acc: 93.8354, loss_bbox: 0.2160, loss_mask: 0.2154, loss: 0.6564 +2022-09-22 00:05:35,317 - mmdet - INFO - Epoch [16][4900/7330] lr: 3.778e-07, eta: 1 day, 7:27:46, time: 0.745, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0302, loss_cls: 0.1687, acc: 93.8289, loss_bbox: 0.2109, loss_mask: 0.2146, loss: 0.6471 +2022-09-22 00:06:12,041 - mmdet - INFO - Epoch [16][4950/7330] lr: 3.778e-07, eta: 1 day, 7:27:07, time: 0.734, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0334, loss_cls: 0.1670, acc: 93.8633, loss_bbox: 0.2153, loss_mask: 0.2200, loss: 0.6585 +2022-09-22 00:06:48,864 - mmdet - INFO - Epoch [16][5000/7330] lr: 3.778e-07, eta: 1 day, 7:26:27, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0335, loss_cls: 0.1648, acc: 93.9631, loss_bbox: 0.2125, loss_mask: 0.2211, loss: 0.6576 +2022-09-22 00:07:26,637 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 00:07:26,644 - mmdet - INFO - Epoch [16][5050/7330] lr: 3.778e-07, eta: 1 day, 7:25:49, time: 0.755, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0334, loss_cls: 0.1677, acc: 93.8860, loss_bbox: 0.2161, loss_mask: 0.2226, loss: 0.6637 +2022-09-22 00:08:04,237 - mmdet - INFO - Epoch [16][5100/7330] lr: 3.778e-07, eta: 1 day, 7:25:10, time: 0.752, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0347, loss_cls: 0.1792, acc: 93.5359, loss_bbox: 0.2262, loss_mask: 0.2226, loss: 0.6872 +2022-09-22 00:08:41,756 - mmdet - INFO - Epoch [16][5150/7330] lr: 3.778e-07, eta: 1 day, 7:24:32, time: 0.750, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0300, loss_cls: 0.1589, acc: 94.0947, loss_bbox: 0.2111, loss_mask: 0.2125, loss: 0.6340 +2022-09-22 00:09:19,155 - mmdet - INFO - Epoch [16][5200/7330] lr: 3.778e-07, eta: 1 day, 7:23:53, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0340, loss_cls: 0.1764, acc: 93.7319, loss_bbox: 0.2180, loss_mask: 0.2128, loss: 0.6671 +2022-09-22 00:09:56,778 - mmdet - INFO - Epoch [16][5250/7330] lr: 3.778e-07, eta: 1 day, 7:23:14, time: 0.753, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0322, loss_cls: 0.1633, acc: 94.0508, loss_bbox: 0.2108, loss_mask: 0.2178, loss: 0.6453 +2022-09-22 00:10:33,150 - mmdet - INFO - Epoch [16][5300/7330] lr: 3.778e-07, eta: 1 day, 7:22:34, time: 0.728, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0314, loss_cls: 0.1642, acc: 93.9395, loss_bbox: 0.2127, loss_mask: 0.2168, loss: 0.6485 +2022-09-22 00:11:10,266 - mmdet - INFO - Epoch [16][5350/7330] lr: 3.778e-07, eta: 1 day, 7:21:55, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0313, loss_cls: 0.1617, acc: 94.1521, loss_bbox: 0.2103, loss_mask: 0.2154, loss: 0.6420 +2022-09-22 00:11:47,867 - mmdet - INFO - Epoch [16][5400/7330] lr: 3.778e-07, eta: 1 day, 7:21:17, time: 0.751, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0337, loss_cls: 0.1696, acc: 93.7590, loss_bbox: 0.2148, loss_mask: 0.2252, loss: 0.6665 +2022-09-22 00:12:24,519 - mmdet - INFO - Epoch [16][5450/7330] lr: 3.778e-07, eta: 1 day, 7:20:37, time: 0.734, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0346, loss_cls: 0.1690, acc: 93.8508, loss_bbox: 0.2182, loss_mask: 0.2220, loss: 0.6713 +2022-09-22 00:13:01,164 - mmdet - INFO - Epoch [16][5500/7330] lr: 3.778e-07, eta: 1 day, 7:19:57, time: 0.732, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0332, loss_cls: 0.1586, acc: 94.1887, loss_bbox: 0.2081, loss_mask: 0.2148, loss: 0.6390 +2022-09-22 00:13:38,525 - mmdet - INFO - Epoch [16][5550/7330] lr: 3.778e-07, eta: 1 day, 7:19:18, time: 0.748, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0335, loss_cls: 0.1634, acc: 94.0779, loss_bbox: 0.2071, loss_mask: 0.2181, loss: 0.6483 +2022-09-22 00:14:16,013 - mmdet - INFO - Epoch [16][5600/7330] lr: 3.778e-07, eta: 1 day, 7:18:40, time: 0.749, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0333, loss_cls: 0.1655, acc: 94.0027, loss_bbox: 0.2126, loss_mask: 0.2196, loss: 0.6563 +2022-09-22 00:14:53,891 - mmdet - INFO - Epoch [16][5650/7330] lr: 3.778e-07, eta: 1 day, 7:18:02, time: 0.758, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0339, loss_cls: 0.1696, acc: 93.8921, loss_bbox: 0.2128, loss_mask: 0.2199, loss: 0.6624 +2022-09-22 00:15:31,189 - mmdet - INFO - Epoch [16][5700/7330] lr: 3.778e-07, eta: 1 day, 7:17:23, time: 0.746, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0326, loss_cls: 0.1673, acc: 93.8772, loss_bbox: 0.2150, loss_mask: 0.2208, loss: 0.6589 +2022-09-22 00:16:08,670 - mmdet - INFO - Epoch [16][5750/7330] lr: 3.778e-07, eta: 1 day, 7:16:44, time: 0.750, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0344, loss_cls: 0.1668, acc: 93.8740, loss_bbox: 0.2131, loss_mask: 0.2176, loss: 0.6561 +2022-09-22 00:16:45,631 - mmdet - INFO - Epoch [16][5800/7330] lr: 3.778e-07, eta: 1 day, 7:16:05, time: 0.739, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0306, loss_cls: 0.1598, acc: 94.2434, loss_bbox: 0.2056, loss_mask: 0.2125, loss: 0.6313 +2022-09-22 00:17:23,245 - mmdet - INFO - Epoch [16][5850/7330] lr: 3.778e-07, eta: 1 day, 7:15:26, time: 0.752, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0330, loss_cls: 0.1647, acc: 94.0083, loss_bbox: 0.2071, loss_mask: 0.2198, loss: 0.6494 +2022-09-22 00:17:59,465 - mmdet - INFO - Epoch [16][5900/7330] lr: 3.778e-07, eta: 1 day, 7:14:46, time: 0.724, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0330, loss_cls: 0.1655, acc: 93.9927, loss_bbox: 0.2109, loss_mask: 0.2207, loss: 0.6534 +2022-09-22 00:18:36,227 - mmdet - INFO - Epoch [16][5950/7330] lr: 3.778e-07, eta: 1 day, 7:14:06, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0343, loss_cls: 0.1704, acc: 93.6692, loss_bbox: 0.2252, loss_mask: 0.2228, loss: 0.6749 +2022-09-22 00:19:13,184 - mmdet - INFO - Epoch [16][6000/7330] lr: 3.778e-07, eta: 1 day, 7:13:27, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0340, loss_cls: 0.1697, acc: 93.7336, loss_bbox: 0.2186, loss_mask: 0.2183, loss: 0.6659 +2022-09-22 00:19:50,553 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 00:19:50,562 - mmdet - INFO - Epoch [16][6050/7330] lr: 3.778e-07, eta: 1 day, 7:12:48, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0325, loss_cls: 0.1679, acc: 93.9529, loss_bbox: 0.2109, loss_mask: 0.2207, loss: 0.6576 +2022-09-22 00:20:26,909 - mmdet - INFO - Epoch [16][6100/7330] lr: 3.778e-07, eta: 1 day, 7:12:08, time: 0.727, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0307, loss_cls: 0.1666, acc: 94.0103, loss_bbox: 0.2109, loss_mask: 0.2132, loss: 0.6461 +2022-09-22 00:21:03,349 - mmdet - INFO - Epoch [16][6150/7330] lr: 3.778e-07, eta: 1 day, 7:11:28, time: 0.729, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0328, loss_cls: 0.1659, acc: 93.9431, loss_bbox: 0.2149, loss_mask: 0.2127, loss: 0.6500 +2022-09-22 00:21:40,990 - mmdet - INFO - Epoch [16][6200/7330] lr: 3.778e-07, eta: 1 day, 7:10:50, time: 0.753, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0325, loss_cls: 0.1712, acc: 93.8914, loss_bbox: 0.2140, loss_mask: 0.2232, loss: 0.6655 +2022-09-22 00:22:17,996 - mmdet - INFO - Epoch [16][6250/7330] lr: 3.778e-07, eta: 1 day, 7:10:11, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0319, loss_cls: 0.1627, acc: 94.0684, loss_bbox: 0.2079, loss_mask: 0.2199, loss: 0.6451 +2022-09-22 00:22:55,222 - mmdet - INFO - Epoch [16][6300/7330] lr: 3.778e-07, eta: 1 day, 7:09:32, time: 0.745, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0348, loss_cls: 0.1679, acc: 93.9392, loss_bbox: 0.2166, loss_mask: 0.2261, loss: 0.6722 +2022-09-22 00:23:33,016 - mmdet - INFO - Epoch [16][6350/7330] lr: 3.778e-07, eta: 1 day, 7:08:53, time: 0.756, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0334, loss_cls: 0.1608, acc: 94.0803, loss_bbox: 0.2067, loss_mask: 0.2168, loss: 0.6408 +2022-09-22 00:24:09,715 - mmdet - INFO - Epoch [16][6400/7330] lr: 3.778e-07, eta: 1 day, 7:08:14, time: 0.732, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0303, loss_cls: 0.1621, acc: 94.0635, loss_bbox: 0.2110, loss_mask: 0.2175, loss: 0.6437 +2022-09-22 00:24:47,193 - mmdet - INFO - Epoch [16][6450/7330] lr: 3.778e-07, eta: 1 day, 7:07:35, time: 0.752, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0327, loss_cls: 0.1723, acc: 93.7329, loss_bbox: 0.2183, loss_mask: 0.2199, loss: 0.6662 +2022-09-22 00:25:24,538 - mmdet - INFO - Epoch [16][6500/7330] lr: 3.778e-07, eta: 1 day, 7:06:56, time: 0.747, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0322, loss_cls: 0.1738, acc: 93.6150, loss_bbox: 0.2229, loss_mask: 0.2288, loss: 0.6793 +2022-09-22 00:26:01,882 - mmdet - INFO - Epoch [16][6550/7330] lr: 3.778e-07, eta: 1 day, 7:06:18, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0352, loss_cls: 0.1746, acc: 93.6133, loss_bbox: 0.2188, loss_mask: 0.2230, loss: 0.6788 +2022-09-22 00:26:39,675 - mmdet - INFO - Epoch [16][6600/7330] lr: 3.778e-07, eta: 1 day, 7:05:39, time: 0.756, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0341, loss_cls: 0.1784, acc: 93.4736, loss_bbox: 0.2216, loss_mask: 0.2237, loss: 0.6849 +2022-09-22 00:27:17,490 - mmdet - INFO - Epoch [16][6650/7330] lr: 3.778e-07, eta: 1 day, 7:05:01, time: 0.756, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0321, loss_cls: 0.1629, acc: 94.0396, loss_bbox: 0.2108, loss_mask: 0.2201, loss: 0.6490 +2022-09-22 00:27:54,842 - mmdet - INFO - Epoch [16][6700/7330] lr: 3.778e-07, eta: 1 day, 7:04:22, time: 0.747, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0338, loss_cls: 0.1668, acc: 93.9709, loss_bbox: 0.2127, loss_mask: 0.2178, loss: 0.6596 +2022-09-22 00:28:32,434 - mmdet - INFO - Epoch [16][6750/7330] lr: 3.778e-07, eta: 1 day, 7:03:44, time: 0.752, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0322, loss_cls: 0.1600, acc: 94.1794, loss_bbox: 0.2070, loss_mask: 0.2148, loss: 0.6367 +2022-09-22 00:29:09,427 - mmdet - INFO - Epoch [16][6800/7330] lr: 3.778e-07, eta: 1 day, 7:03:05, time: 0.740, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0332, loss_cls: 0.1648, acc: 94.0427, loss_bbox: 0.2120, loss_mask: 0.2154, loss: 0.6499 +2022-09-22 00:29:46,454 - mmdet - INFO - Epoch [16][6850/7330] lr: 3.778e-07, eta: 1 day, 7:02:25, time: 0.741, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0353, loss_cls: 0.1669, acc: 93.8462, loss_bbox: 0.2147, loss_mask: 0.2262, loss: 0.6686 +2022-09-22 00:30:23,198 - mmdet - INFO - Epoch [16][6900/7330] lr: 3.778e-07, eta: 1 day, 7:01:46, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0309, loss_cls: 0.1581, acc: 94.2749, loss_bbox: 0.2028, loss_mask: 0.2169, loss: 0.6311 +2022-09-22 00:31:00,530 - mmdet - INFO - Epoch [16][6950/7330] lr: 3.778e-07, eta: 1 day, 7:01:07, time: 0.747, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0309, loss_cls: 0.1635, acc: 94.0774, loss_bbox: 0.2049, loss_mask: 0.2158, loss: 0.6393 +2022-09-22 00:31:37,257 - mmdet - INFO - Epoch [16][7000/7330] lr: 3.778e-07, eta: 1 day, 7:00:27, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0320, loss_cls: 0.1601, acc: 94.2090, loss_bbox: 0.2061, loss_mask: 0.2186, loss: 0.6413 +2022-09-22 00:32:15,093 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 00:32:15,094 - mmdet - INFO - Epoch [16][7050/7330] lr: 3.778e-07, eta: 1 day, 6:59:49, time: 0.757, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0316, loss_cls: 0.1657, acc: 93.9460, loss_bbox: 0.2111, loss_mask: 0.2206, loss: 0.6519 +2022-09-22 00:32:52,189 - mmdet - INFO - Epoch [16][7100/7330] lr: 3.778e-07, eta: 1 day, 6:59:10, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0325, loss_cls: 0.1644, acc: 94.0444, loss_bbox: 0.2074, loss_mask: 0.2209, loss: 0.6499 +2022-09-22 00:33:29,577 - mmdet - INFO - Epoch [16][7150/7330] lr: 3.778e-07, eta: 1 day, 6:58:31, time: 0.748, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0301, loss_cls: 0.1578, acc: 94.1982, loss_bbox: 0.2046, loss_mask: 0.2186, loss: 0.6326 +2022-09-22 00:34:06,431 - mmdet - INFO - Epoch [16][7200/7330] lr: 3.778e-07, eta: 1 day, 6:57:52, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0300, loss_cls: 0.1579, acc: 94.3103, loss_bbox: 0.2022, loss_mask: 0.2141, loss: 0.6248 +2022-09-22 00:34:43,810 - mmdet - INFO - Epoch [16][7250/7330] lr: 3.778e-07, eta: 1 day, 6:57:13, time: 0.748, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0316, loss_cls: 0.1639, acc: 94.0771, loss_bbox: 0.2109, loss_mask: 0.2182, loss: 0.6483 +2022-09-22 00:35:21,069 - mmdet - INFO - Epoch [16][7300/7330] lr: 3.778e-07, eta: 1 day, 6:56:34, time: 0.745, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0334, loss_cls: 0.1688, acc: 93.8816, loss_bbox: 0.2139, loss_mask: 0.2192, loss: 0.6602 +2022-09-22 00:35:53,022 - mmdet - INFO - Saving checkpoint at 16 epochs +2022-09-22 00:38:42,617 - mmdet - INFO - Evaluating bbox... +2022-09-22 00:39:06,771 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.491 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.724 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.542 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.333 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.532 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.638 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.608 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.608 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.608 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.442 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.645 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.758 + +2022-09-22 00:39:06,771 - mmdet - INFO - Evaluating segm... +2022-09-22 00:39:35,473 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.441 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.693 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.470 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.242 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.477 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.640 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.552 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.552 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.552 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.374 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.594 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.725 + +2022-09-22 00:39:36,087 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 00:39:36,089 - mmdet - INFO - Epoch(val) [16][625] bbox_mAP: 0.4910, bbox_mAP_50: 0.7240, bbox_mAP_75: 0.5420, bbox_mAP_s: 0.3330, bbox_mAP_m: 0.5320, bbox_mAP_l: 0.6380, bbox_mAP_copypaste: 0.491 0.724 0.542 0.333 0.532 0.638, segm_mAP: 0.4410, segm_mAP_50: 0.6930, segm_mAP_75: 0.4700, segm_mAP_s: 0.2420, segm_mAP_m: 0.4770, segm_mAP_l: 0.6400, segm_mAP_copypaste: 0.441 0.693 0.470 0.242 0.477 0.640 +2022-09-22 00:41:29,169 - mmdet - INFO - Epoch [17][50/7330] lr: 3.778e-07, eta: 1 day, 6:56:39, time: 2.260, data_time: 1.514, memory: 54023, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0323, loss_cls: 0.1641, acc: 93.8857, loss_bbox: 0.2160, loss_mask: 0.2150, loss: 0.6495 +2022-09-22 00:42:06,403 - mmdet - INFO - Epoch [17][100/7330] lr: 3.778e-07, eta: 1 day, 6:56:00, time: 0.745, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0317, loss_cls: 0.1529, acc: 94.3352, loss_bbox: 0.2021, loss_mask: 0.2173, loss: 0.6277 +2022-09-22 00:42:43,179 - mmdet - INFO - Epoch [17][150/7330] lr: 3.778e-07, eta: 1 day, 6:55:20, time: 0.736, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0347, loss_cls: 0.1666, acc: 94.0310, loss_bbox: 0.2126, loss_mask: 0.2201, loss: 0.6587 +2022-09-22 00:43:20,523 - mmdet - INFO - Epoch [17][200/7330] lr: 3.778e-07, eta: 1 day, 6:54:42, time: 0.747, data_time: 0.024, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0327, loss_cls: 0.1612, acc: 94.1062, loss_bbox: 0.2080, loss_mask: 0.2198, loss: 0.6452 +2022-09-22 00:43:57,525 - mmdet - INFO - Epoch [17][250/7330] lr: 3.778e-07, eta: 1 day, 6:54:02, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0323, loss_cls: 0.1640, acc: 94.0344, loss_bbox: 0.2108, loss_mask: 0.2185, loss: 0.6481 +2022-09-22 00:44:34,842 - mmdet - INFO - Epoch [17][300/7330] lr: 3.778e-07, eta: 1 day, 6:53:23, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0319, loss_cls: 0.1656, acc: 93.9736, loss_bbox: 0.2124, loss_mask: 0.2173, loss: 0.6509 +2022-09-22 00:45:11,969 - mmdet - INFO - Epoch [17][350/7330] lr: 3.778e-07, eta: 1 day, 6:52:44, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0317, loss_cls: 0.1568, acc: 94.2307, loss_bbox: 0.2042, loss_mask: 0.2173, loss: 0.6325 +2022-09-22 00:45:50,109 - mmdet - INFO - Epoch [17][400/7330] lr: 3.778e-07, eta: 1 day, 6:52:06, time: 0.763, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0339, loss_cls: 0.1645, acc: 93.9185, loss_bbox: 0.2144, loss_mask: 0.2159, loss: 0.6516 +2022-09-22 00:46:28,102 - mmdet - INFO - Epoch [17][450/7330] lr: 3.778e-07, eta: 1 day, 6:51:28, time: 0.759, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0328, loss_cls: 0.1636, acc: 93.9956, loss_bbox: 0.2134, loss_mask: 0.2212, loss: 0.6526 +2022-09-22 00:47:05,122 - mmdet - INFO - Epoch [17][500/7330] lr: 3.778e-07, eta: 1 day, 6:50:49, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0338, loss_cls: 0.1624, acc: 94.0413, loss_bbox: 0.2155, loss_mask: 0.2151, loss: 0.6486 +2022-09-22 00:47:42,515 - mmdet - INFO - Epoch [17][550/7330] lr: 3.778e-07, eta: 1 day, 6:50:10, time: 0.748, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0344, loss_cls: 0.1718, acc: 93.6145, loss_bbox: 0.2216, loss_mask: 0.2193, loss: 0.6697 +2022-09-22 00:48:19,745 - mmdet - INFO - Epoch [17][600/7330] lr: 3.778e-07, eta: 1 day, 6:49:32, time: 0.745, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0337, loss_cls: 0.1624, acc: 93.9749, loss_bbox: 0.2112, loss_mask: 0.2182, loss: 0.6508 +2022-09-22 00:48:56,824 - mmdet - INFO - Epoch [17][650/7330] lr: 3.778e-07, eta: 1 day, 6:48:52, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0326, loss_cls: 0.1621, acc: 94.0623, loss_bbox: 0.2124, loss_mask: 0.2241, loss: 0.6551 +2022-09-22 00:49:33,866 - mmdet - INFO - Epoch [17][700/7330] lr: 3.778e-07, eta: 1 day, 6:48:13, time: 0.740, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0317, loss_cls: 0.1570, acc: 94.2200, loss_bbox: 0.2046, loss_mask: 0.2152, loss: 0.6307 +2022-09-22 00:50:11,042 - mmdet - INFO - Epoch [17][750/7330] lr: 3.778e-07, eta: 1 day, 6:47:34, time: 0.744, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0319, loss_cls: 0.1550, acc: 94.2324, loss_bbox: 0.2119, loss_mask: 0.2172, loss: 0.6389 +2022-09-22 00:50:47,952 - mmdet - INFO - Epoch [17][800/7330] lr: 3.778e-07, eta: 1 day, 6:46:55, time: 0.737, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0309, loss_cls: 0.1586, acc: 94.1306, loss_bbox: 0.2104, loss_mask: 0.2151, loss: 0.6377 +2022-09-22 00:51:25,450 - mmdet - INFO - Epoch [17][850/7330] lr: 3.778e-07, eta: 1 day, 6:46:16, time: 0.751, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0330, loss_cls: 0.1627, acc: 94.0154, loss_bbox: 0.2128, loss_mask: 0.2221, loss: 0.6527 +2022-09-22 00:52:02,928 - mmdet - INFO - Epoch [17][900/7330] lr: 3.778e-07, eta: 1 day, 6:45:37, time: 0.749, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0333, loss_cls: 0.1618, acc: 94.0608, loss_bbox: 0.2100, loss_mask: 0.2198, loss: 0.6503 +2022-09-22 00:52:39,365 - mmdet - INFO - Epoch [17][950/7330] lr: 3.778e-07, eta: 1 day, 6:44:58, time: 0.730, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0288, loss_cls: 0.1540, acc: 94.4016, loss_bbox: 0.2018, loss_mask: 0.2139, loss: 0.6200 +2022-09-22 00:53:16,648 - mmdet - INFO - Epoch [17][1000/7330] lr: 3.778e-07, eta: 1 day, 6:44:19, time: 0.746, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0317, loss_cls: 0.1582, acc: 94.1990, loss_bbox: 0.2117, loss_mask: 0.2214, loss: 0.6467 +2022-09-22 00:53:53,824 - mmdet - INFO - Epoch [17][1050/7330] lr: 3.778e-07, eta: 1 day, 6:43:40, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0328, loss_cls: 0.1688, acc: 93.7830, loss_bbox: 0.2137, loss_mask: 0.2141, loss: 0.6564 +2022-09-22 00:54:31,349 - mmdet - INFO - Epoch [17][1100/7330] lr: 3.778e-07, eta: 1 day, 6:43:01, time: 0.751, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0309, loss_cls: 0.1539, acc: 94.4182, loss_bbox: 0.2000, loss_mask: 0.2175, loss: 0.6248 +2022-09-22 00:55:07,895 - mmdet - INFO - Epoch [17][1150/7330] lr: 3.778e-07, eta: 1 day, 6:42:21, time: 0.731, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0305, loss_cls: 0.1563, acc: 94.3083, loss_bbox: 0.2026, loss_mask: 0.2109, loss: 0.6219 +2022-09-22 00:55:45,413 - mmdet - INFO - Epoch [17][1200/7330] lr: 3.778e-07, eta: 1 day, 6:41:43, time: 0.750, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0350, loss_cls: 0.1718, acc: 93.6670, loss_bbox: 0.2186, loss_mask: 0.2195, loss: 0.6708 +2022-09-22 00:56:22,152 - mmdet - INFO - Epoch [17][1250/7330] lr: 3.778e-07, eta: 1 day, 6:41:03, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0315, loss_cls: 0.1565, acc: 94.3149, loss_bbox: 0.2031, loss_mask: 0.2119, loss: 0.6251 +2022-09-22 00:56:58,785 - mmdet - INFO - Epoch [17][1300/7330] lr: 3.778e-07, eta: 1 day, 6:40:23, time: 0.733, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0319, loss_cls: 0.1574, acc: 94.2380, loss_bbox: 0.2085, loss_mask: 0.2092, loss: 0.6288 +2022-09-22 00:57:35,967 - mmdet - INFO - Epoch [17][1350/7330] lr: 3.778e-07, eta: 1 day, 6:39:44, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0321, loss_cls: 0.1571, acc: 94.2136, loss_bbox: 0.2076, loss_mask: 0.2181, loss: 0.6378 +2022-09-22 00:58:13,131 - mmdet - INFO - Epoch [17][1400/7330] lr: 3.778e-07, eta: 1 day, 6:39:05, time: 0.743, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0320, loss_cls: 0.1617, acc: 94.0266, loss_bbox: 0.2130, loss_mask: 0.2206, loss: 0.6503 +2022-09-22 00:58:51,080 - mmdet - INFO - Epoch [17][1450/7330] lr: 3.778e-07, eta: 1 day, 6:38:27, time: 0.759, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0327, loss_cls: 0.1572, acc: 94.2769, loss_bbox: 0.2064, loss_mask: 0.2179, loss: 0.6387 +2022-09-22 00:59:27,969 - mmdet - INFO - Epoch [17][1500/7330] lr: 3.778e-07, eta: 1 day, 6:37:48, time: 0.738, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0314, loss_cls: 0.1641, acc: 93.9495, loss_bbox: 0.2120, loss_mask: 0.2182, loss: 0.6492 +2022-09-22 01:00:05,099 - mmdet - INFO - Epoch [17][1550/7330] lr: 3.778e-07, eta: 1 day, 6:37:09, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0344, loss_cls: 0.1686, acc: 93.8225, loss_bbox: 0.2224, loss_mask: 0.2259, loss: 0.6747 +2022-09-22 01:00:42,144 - mmdet - INFO - Epoch [17][1600/7330] lr: 3.778e-07, eta: 1 day, 6:36:30, time: 0.741, data_time: 0.024, memory: 54023, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0331, loss_cls: 0.1639, acc: 93.8787, loss_bbox: 0.2128, loss_mask: 0.2225, loss: 0.6561 +2022-09-22 01:01:18,398 - mmdet - INFO - Epoch [17][1650/7330] lr: 3.778e-07, eta: 1 day, 6:35:50, time: 0.725, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0311, loss_cls: 0.1564, acc: 94.2771, loss_bbox: 0.2030, loss_mask: 0.2150, loss: 0.6282 +2022-09-22 01:01:55,717 - mmdet - INFO - Epoch [17][1700/7330] lr: 3.778e-07, eta: 1 day, 6:35:11, time: 0.746, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0305, loss_cls: 0.1570, acc: 94.2478, loss_bbox: 0.2050, loss_mask: 0.2152, loss: 0.6295 +2022-09-22 01:02:32,362 - mmdet - INFO - Epoch [17][1750/7330] lr: 3.778e-07, eta: 1 day, 6:34:31, time: 0.733, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0319, loss_cls: 0.1615, acc: 93.9399, loss_bbox: 0.2137, loss_mask: 0.2219, loss: 0.6510 +2022-09-22 01:03:09,108 - mmdet - INFO - Epoch [17][1800/7330] lr: 3.778e-07, eta: 1 day, 6:33:52, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0340, loss_cls: 0.1712, acc: 93.7461, loss_bbox: 0.2221, loss_mask: 0.2219, loss: 0.6748 +2022-09-22 01:03:46,264 - mmdet - INFO - Epoch [17][1850/7330] lr: 3.778e-07, eta: 1 day, 6:33:13, time: 0.743, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0322, loss_cls: 0.1584, acc: 94.1604, loss_bbox: 0.2110, loss_mask: 0.2154, loss: 0.6402 +2022-09-22 01:04:23,728 - mmdet - INFO - Epoch [17][1900/7330] lr: 3.778e-07, eta: 1 day, 6:32:34, time: 0.749, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0310, loss_cls: 0.1637, acc: 94.0747, loss_bbox: 0.2105, loss_mask: 0.2123, loss: 0.6403 +2022-09-22 01:05:00,462 - mmdet - INFO - Epoch [17][1950/7330] lr: 3.778e-07, eta: 1 day, 6:31:55, time: 0.734, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0328, loss_cls: 0.1597, acc: 94.1072, loss_bbox: 0.2129, loss_mask: 0.2204, loss: 0.6514 +2022-09-22 01:05:37,433 - mmdet - INFO - Epoch [17][2000/7330] lr: 3.778e-07, eta: 1 day, 6:31:15, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0342, loss_cls: 0.1637, acc: 93.8821, loss_bbox: 0.2103, loss_mask: 0.2187, loss: 0.6506 +2022-09-22 01:06:14,334 - mmdet - INFO - Epoch [17][2050/7330] lr: 3.778e-07, eta: 1 day, 6:30:36, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0318, loss_cls: 0.1634, acc: 93.9695, loss_bbox: 0.2058, loss_mask: 0.2159, loss: 0.6402 +2022-09-22 01:06:51,319 - mmdet - INFO - Epoch [17][2100/7330] lr: 3.778e-07, eta: 1 day, 6:29:57, time: 0.740, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0338, loss_cls: 0.1643, acc: 93.9900, loss_bbox: 0.2134, loss_mask: 0.2199, loss: 0.6572 +2022-09-22 01:07:28,377 - mmdet - INFO - Epoch [17][2150/7330] lr: 3.778e-07, eta: 1 day, 6:29:18, time: 0.742, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0352, loss_cls: 0.1750, acc: 93.6018, loss_bbox: 0.2245, loss_mask: 0.2209, loss: 0.6826 +2022-09-22 01:08:05,115 - mmdet - INFO - Epoch [17][2200/7330] lr: 3.778e-07, eta: 1 day, 6:28:38, time: 0.735, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0328, loss_cls: 0.1567, acc: 94.1938, loss_bbox: 0.2075, loss_mask: 0.2174, loss: 0.6385 +2022-09-22 01:08:42,130 - mmdet - INFO - Epoch [17][2250/7330] lr: 3.778e-07, eta: 1 day, 6:27:59, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0311, loss_cls: 0.1632, acc: 94.0847, loss_bbox: 0.2099, loss_mask: 0.2233, loss: 0.6518 +2022-09-22 01:09:19,747 - mmdet - INFO - Epoch [17][2300/7330] lr: 3.778e-07, eta: 1 day, 6:27:21, time: 0.752, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0331, loss_cls: 0.1685, acc: 93.8674, loss_bbox: 0.2151, loss_mask: 0.2223, loss: 0.6625 +2022-09-22 01:09:56,772 - mmdet - INFO - Epoch [17][2350/7330] lr: 3.778e-07, eta: 1 day, 6:26:41, time: 0.741, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0326, loss_cls: 0.1645, acc: 93.8403, loss_bbox: 0.2158, loss_mask: 0.2173, loss: 0.6542 +2022-09-22 01:10:33,659 - mmdet - INFO - Epoch [17][2400/7330] lr: 3.778e-07, eta: 1 day, 6:26:02, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0343, loss_cls: 0.1638, acc: 93.9983, loss_bbox: 0.2147, loss_mask: 0.2173, loss: 0.6543 +2022-09-22 01:11:10,218 - mmdet - INFO - Epoch [17][2450/7330] lr: 3.778e-07, eta: 1 day, 6:25:22, time: 0.731, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0314, loss_cls: 0.1568, acc: 94.3003, loss_bbox: 0.2043, loss_mask: 0.2144, loss: 0.6290 +2022-09-22 01:11:47,350 - mmdet - INFO - Epoch [17][2500/7330] lr: 3.778e-07, eta: 1 day, 6:24:43, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0309, loss_cls: 0.1661, acc: 93.8870, loss_bbox: 0.2105, loss_mask: 0.2138, loss: 0.6442 +2022-09-22 01:12:24,577 - mmdet - INFO - Epoch [17][2550/7330] lr: 3.778e-07, eta: 1 day, 6:24:04, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0316, loss_cls: 0.1615, acc: 94.1301, loss_bbox: 0.2114, loss_mask: 0.2189, loss: 0.6464 +2022-09-22 01:13:01,341 - mmdet - INFO - Epoch [17][2600/7330] lr: 3.778e-07, eta: 1 day, 6:23:25, time: 0.735, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0321, loss_cls: 0.1659, acc: 93.9490, loss_bbox: 0.2105, loss_mask: 0.2108, loss: 0.6438 +2022-09-22 01:13:38,780 - mmdet - INFO - Epoch [17][2650/7330] lr: 3.778e-07, eta: 1 day, 6:22:46, time: 0.749, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0337, loss_cls: 0.1649, acc: 93.9590, loss_bbox: 0.2161, loss_mask: 0.2163, loss: 0.6555 +2022-09-22 01:14:15,456 - mmdet - INFO - Epoch [17][2700/7330] lr: 3.778e-07, eta: 1 day, 6:22:07, time: 0.734, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0321, loss_cls: 0.1615, acc: 94.0227, loss_bbox: 0.2073, loss_mask: 0.2119, loss: 0.6341 +2022-09-22 01:14:52,290 - mmdet - INFO - Epoch [17][2750/7330] lr: 3.778e-07, eta: 1 day, 6:21:27, time: 0.737, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0325, loss_cls: 0.1582, acc: 94.1501, loss_bbox: 0.2058, loss_mask: 0.2146, loss: 0.6325 +2022-09-22 01:15:29,315 - mmdet - INFO - Epoch [17][2800/7330] lr: 3.778e-07, eta: 1 day, 6:20:48, time: 0.740, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0329, loss_cls: 0.1677, acc: 93.8674, loss_bbox: 0.2161, loss_mask: 0.2204, loss: 0.6610 +2022-09-22 01:16:05,828 - mmdet - INFO - Epoch [17][2850/7330] lr: 3.778e-07, eta: 1 day, 6:20:09, time: 0.730, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0301, loss_cls: 0.1538, acc: 94.3035, loss_bbox: 0.2002, loss_mask: 0.2120, loss: 0.6184 +2022-09-22 01:16:43,413 - mmdet - INFO - Epoch [17][2900/7330] lr: 3.778e-07, eta: 1 day, 6:19:30, time: 0.752, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0337, loss_cls: 0.1635, acc: 93.9331, loss_bbox: 0.2154, loss_mask: 0.2271, loss: 0.6634 +2022-09-22 01:17:20,670 - mmdet - INFO - Epoch [17][2950/7330] lr: 3.778e-07, eta: 1 day, 6:18:51, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0331, loss_cls: 0.1580, acc: 94.2207, loss_bbox: 0.2067, loss_mask: 0.2180, loss: 0.6394 +2022-09-22 01:17:57,876 - mmdet - INFO - Epoch [17][3000/7330] lr: 3.778e-07, eta: 1 day, 6:18:12, time: 0.744, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0339, loss_cls: 0.1662, acc: 93.8860, loss_bbox: 0.2158, loss_mask: 0.2165, loss: 0.6581 +2022-09-22 01:18:35,240 - mmdet - INFO - Epoch [17][3050/7330] lr: 3.778e-07, eta: 1 day, 6:17:34, time: 0.747, data_time: 0.024, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0344, loss_cls: 0.1692, acc: 93.9058, loss_bbox: 0.2133, loss_mask: 0.2194, loss: 0.6614 +2022-09-22 01:19:12,494 - mmdet - INFO - Epoch [17][3100/7330] lr: 3.778e-07, eta: 1 day, 6:16:55, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0311, loss_cls: 0.1599, acc: 94.2178, loss_bbox: 0.2054, loss_mask: 0.2132, loss: 0.6317 +2022-09-22 01:19:49,530 - mmdet - INFO - Epoch [17][3150/7330] lr: 3.778e-07, eta: 1 day, 6:16:16, time: 0.741, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0339, loss_cls: 0.1643, acc: 93.8516, loss_bbox: 0.2138, loss_mask: 0.2192, loss: 0.6552 +2022-09-22 01:20:26,387 - mmdet - INFO - Epoch [17][3200/7330] lr: 3.778e-07, eta: 1 day, 6:15:36, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0321, loss_cls: 0.1586, acc: 94.2107, loss_bbox: 0.2088, loss_mask: 0.2137, loss: 0.6357 +2022-09-22 01:21:02,712 - mmdet - INFO - Epoch [17][3250/7330] lr: 3.778e-07, eta: 1 day, 6:14:56, time: 0.727, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0310, loss_cls: 0.1620, acc: 94.0813, loss_bbox: 0.2047, loss_mask: 0.2154, loss: 0.6350 +2022-09-22 01:21:39,131 - mmdet - INFO - Epoch [17][3300/7330] lr: 3.778e-07, eta: 1 day, 6:14:16, time: 0.728, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0308, loss_cls: 0.1585, acc: 94.1436, loss_bbox: 0.2060, loss_mask: 0.2156, loss: 0.6339 +2022-09-22 01:22:15,947 - mmdet - INFO - Epoch [17][3350/7330] lr: 3.778e-07, eta: 1 day, 6:13:37, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0327, loss_cls: 0.1668, acc: 93.7930, loss_bbox: 0.2176, loss_mask: 0.2170, loss: 0.6581 +2022-09-22 01:22:52,973 - mmdet - INFO - Epoch [17][3400/7330] lr: 3.778e-07, eta: 1 day, 6:12:58, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0308, loss_cls: 0.1547, acc: 94.3684, loss_bbox: 0.2001, loss_mask: 0.2144, loss: 0.6235 +2022-09-22 01:23:29,863 - mmdet - INFO - Epoch [17][3450/7330] lr: 3.778e-07, eta: 1 day, 6:12:19, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0342, loss_cls: 0.1662, acc: 93.9885, loss_bbox: 0.2143, loss_mask: 0.2190, loss: 0.6598 +2022-09-22 01:24:06,406 - mmdet - INFO - Epoch [17][3500/7330] lr: 3.778e-07, eta: 1 day, 6:11:39, time: 0.731, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0340, loss_cls: 0.1682, acc: 93.8091, loss_bbox: 0.2187, loss_mask: 0.2272, loss: 0.6719 +2022-09-22 01:24:43,500 - mmdet - INFO - Epoch [17][3550/7330] lr: 3.778e-07, eta: 1 day, 6:11:00, time: 0.742, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0310, loss_cls: 0.1606, acc: 94.1604, loss_bbox: 0.2068, loss_mask: 0.2187, loss: 0.6395 +2022-09-22 01:25:20,234 - mmdet - INFO - Epoch [17][3600/7330] lr: 3.778e-07, eta: 1 day, 6:10:21, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0320, loss_cls: 0.1611, acc: 94.1201, loss_bbox: 0.2051, loss_mask: 0.2134, loss: 0.6330 +2022-09-22 01:25:57,062 - mmdet - INFO - Epoch [17][3650/7330] lr: 3.778e-07, eta: 1 day, 6:09:41, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0340, loss_cls: 0.1688, acc: 93.8193, loss_bbox: 0.2194, loss_mask: 0.2186, loss: 0.6639 +2022-09-22 01:26:34,068 - mmdet - INFO - Epoch [17][3700/7330] lr: 3.778e-07, eta: 1 day, 6:09:02, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0314, loss_cls: 0.1619, acc: 94.1321, loss_bbox: 0.2069, loss_mask: 0.2149, loss: 0.6401 +2022-09-22 01:27:11,481 - mmdet - INFO - Epoch [17][3750/7330] lr: 3.778e-07, eta: 1 day, 6:08:23, time: 0.748, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0341, loss_cls: 0.1653, acc: 93.9084, loss_bbox: 0.2142, loss_mask: 0.2218, loss: 0.6580 +2022-09-22 01:27:48,194 - mmdet - INFO - Epoch [17][3800/7330] lr: 3.778e-07, eta: 1 day, 6:07:44, time: 0.734, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0344, loss_cls: 0.1601, acc: 94.1433, loss_bbox: 0.2116, loss_mask: 0.2219, loss: 0.6535 +2022-09-22 01:28:25,525 - mmdet - INFO - Epoch [17][3850/7330] lr: 3.778e-07, eta: 1 day, 6:07:05, time: 0.747, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0317, loss_cls: 0.1598, acc: 94.2671, loss_bbox: 0.2048, loss_mask: 0.2162, loss: 0.6347 +2022-09-22 01:29:02,525 - mmdet - INFO - Epoch [17][3900/7330] lr: 3.778e-07, eta: 1 day, 6:06:26, time: 0.738, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0315, loss_cls: 0.1614, acc: 93.9592, loss_bbox: 0.2107, loss_mask: 0.2204, loss: 0.6460 +2022-09-22 01:29:38,911 - mmdet - INFO - Epoch [17][3950/7330] lr: 3.778e-07, eta: 1 day, 6:05:46, time: 0.730, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0305, loss_cls: 0.1565, acc: 94.2693, loss_bbox: 0.2096, loss_mask: 0.2151, loss: 0.6336 +2022-09-22 01:30:16,010 - mmdet - INFO - Epoch [17][4000/7330] lr: 3.778e-07, eta: 1 day, 6:05:07, time: 0.742, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0315, loss_cls: 0.1560, acc: 94.3164, loss_bbox: 0.2011, loss_mask: 0.2134, loss: 0.6256 +2022-09-22 01:30:53,010 - mmdet - INFO - Epoch [17][4050/7330] lr: 3.778e-07, eta: 1 day, 6:04:28, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0344, loss_cls: 0.1718, acc: 93.7244, loss_bbox: 0.2198, loss_mask: 0.2182, loss: 0.6695 +2022-09-22 01:31:30,287 - mmdet - INFO - Epoch [17][4100/7330] lr: 3.778e-07, eta: 1 day, 6:03:49, time: 0.745, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0321, loss_cls: 0.1588, acc: 94.1853, loss_bbox: 0.2080, loss_mask: 0.2149, loss: 0.6369 +2022-09-22 01:32:07,591 - mmdet - INFO - Epoch [17][4150/7330] lr: 3.778e-07, eta: 1 day, 6:03:11, time: 0.747, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0321, loss_cls: 0.1642, acc: 94.0137, loss_bbox: 0.2142, loss_mask: 0.2175, loss: 0.6520 +2022-09-22 01:32:44,780 - mmdet - INFO - Epoch [17][4200/7330] lr: 3.778e-07, eta: 1 day, 6:02:32, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0355, loss_cls: 0.1702, acc: 93.7715, loss_bbox: 0.2226, loss_mask: 0.2240, loss: 0.6758 +2022-09-22 01:33:21,247 - mmdet - INFO - Epoch [17][4250/7330] lr: 3.778e-07, eta: 1 day, 6:01:52, time: 0.729, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0326, loss_cls: 0.1585, acc: 94.2227, loss_bbox: 0.2080, loss_mask: 0.2153, loss: 0.6368 +2022-09-22 01:33:58,119 - mmdet - INFO - Epoch [17][4300/7330] lr: 3.778e-07, eta: 1 day, 6:01:13, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0326, loss_cls: 0.1670, acc: 93.8948, loss_bbox: 0.2119, loss_mask: 0.2189, loss: 0.6559 +2022-09-22 01:34:34,802 - mmdet - INFO - Epoch [17][4350/7330] lr: 3.778e-07, eta: 1 day, 6:00:33, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0326, loss_cls: 0.1639, acc: 94.0510, loss_bbox: 0.2137, loss_mask: 0.2171, loss: 0.6519 +2022-09-22 01:35:11,587 - mmdet - INFO - Epoch [17][4400/7330] lr: 3.778e-07, eta: 1 day, 5:59:54, time: 0.735, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0326, loss_cls: 0.1641, acc: 94.0115, loss_bbox: 0.2110, loss_mask: 0.2149, loss: 0.6442 +2022-09-22 01:35:48,780 - mmdet - INFO - Epoch [17][4450/7330] lr: 3.778e-07, eta: 1 day, 5:59:15, time: 0.745, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0326, loss_cls: 0.1615, acc: 94.0435, loss_bbox: 0.2093, loss_mask: 0.2172, loss: 0.6436 +2022-09-22 01:36:25,892 - mmdet - INFO - Epoch [17][4500/7330] lr: 3.778e-07, eta: 1 day, 5:58:36, time: 0.742, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0330, loss_cls: 0.1677, acc: 93.9097, loss_bbox: 0.2177, loss_mask: 0.2156, loss: 0.6560 +2022-09-22 01:37:02,905 - mmdet - INFO - Epoch [17][4550/7330] lr: 3.778e-07, eta: 1 day, 5:57:57, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0318, loss_cls: 0.1576, acc: 94.1689, loss_bbox: 0.2059, loss_mask: 0.2143, loss: 0.6327 +2022-09-22 01:37:39,542 - mmdet - INFO - Epoch [17][4600/7330] lr: 3.778e-07, eta: 1 day, 5:57:17, time: 0.733, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0310, loss_cls: 0.1580, acc: 94.2000, loss_bbox: 0.2016, loss_mask: 0.2083, loss: 0.6212 +2022-09-22 01:38:16,359 - mmdet - INFO - Epoch [17][4650/7330] lr: 3.778e-07, eta: 1 day, 5:56:38, time: 0.736, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0331, loss_cls: 0.1704, acc: 93.7822, loss_bbox: 0.2219, loss_mask: 0.2157, loss: 0.6658 +2022-09-22 01:38:53,125 - mmdet - INFO - Epoch [17][4700/7330] lr: 3.778e-07, eta: 1 day, 5:55:59, time: 0.735, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0311, loss_cls: 0.1633, acc: 93.9934, loss_bbox: 0.2148, loss_mask: 0.2101, loss: 0.6428 +2022-09-22 01:39:29,965 - mmdet - INFO - Epoch [17][4750/7330] lr: 3.778e-07, eta: 1 day, 5:55:19, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0333, loss_cls: 0.1668, acc: 93.9011, loss_bbox: 0.2133, loss_mask: 0.2119, loss: 0.6481 +2022-09-22 01:40:07,504 - mmdet - INFO - Epoch [17][4800/7330] lr: 3.778e-07, eta: 1 day, 5:54:41, time: 0.750, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0329, loss_cls: 0.1669, acc: 93.8875, loss_bbox: 0.2158, loss_mask: 0.2207, loss: 0.6589 +2022-09-22 01:40:44,304 - mmdet - INFO - Epoch [17][4850/7330] lr: 3.778e-07, eta: 1 day, 5:54:02, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0310, loss_cls: 0.1599, acc: 94.2112, loss_bbox: 0.2020, loss_mask: 0.2107, loss: 0.6247 +2022-09-22 01:41:21,463 - mmdet - INFO - Epoch [17][4900/7330] lr: 3.778e-07, eta: 1 day, 5:53:23, time: 0.743, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0326, loss_cls: 0.1646, acc: 94.0000, loss_bbox: 0.2147, loss_mask: 0.2198, loss: 0.6541 +2022-09-22 01:41:58,710 - mmdet - INFO - Epoch [17][4950/7330] lr: 3.778e-07, eta: 1 day, 5:52:44, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0321, loss_cls: 0.1626, acc: 93.9939, loss_bbox: 0.2144, loss_mask: 0.2173, loss: 0.6492 +2022-09-22 01:42:35,392 - mmdet - INFO - Epoch [17][5000/7330] lr: 3.778e-07, eta: 1 day, 5:52:04, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0309, loss_cls: 0.1557, acc: 94.2773, loss_bbox: 0.2087, loss_mask: 0.2155, loss: 0.6335 +2022-09-22 01:43:12,781 - mmdet - INFO - Epoch [17][5050/7330] lr: 3.778e-07, eta: 1 day, 5:51:26, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0309, loss_cls: 0.1614, acc: 94.0247, loss_bbox: 0.2074, loss_mask: 0.2135, loss: 0.6351 +2022-09-22 01:43:49,508 - mmdet - INFO - Epoch [17][5100/7330] lr: 3.778e-07, eta: 1 day, 5:50:46, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0328, loss_cls: 0.1649, acc: 93.9697, loss_bbox: 0.2104, loss_mask: 0.2201, loss: 0.6531 +2022-09-22 01:44:26,635 - mmdet - INFO - Epoch [17][5150/7330] lr: 3.778e-07, eta: 1 day, 5:50:07, time: 0.743, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0306, loss_cls: 0.1593, acc: 94.1992, loss_bbox: 0.2024, loss_mask: 0.2175, loss: 0.6334 +2022-09-22 01:45:04,073 - mmdet - INFO - Epoch [17][5200/7330] lr: 3.778e-07, eta: 1 day, 5:49:29, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0349, loss_cls: 0.1692, acc: 93.7969, loss_bbox: 0.2221, loss_mask: 0.2220, loss: 0.6740 +2022-09-22 01:45:40,962 - mmdet - INFO - Epoch [17][5250/7330] lr: 3.778e-07, eta: 1 day, 5:48:50, time: 0.739, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0323, loss_cls: 0.1613, acc: 94.1189, loss_bbox: 0.2067, loss_mask: 0.2179, loss: 0.6413 +2022-09-22 01:46:17,181 - mmdet - INFO - Epoch [17][5300/7330] lr: 3.778e-07, eta: 1 day, 5:48:10, time: 0.724, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0330, loss_cls: 0.1670, acc: 93.8269, loss_bbox: 0.2168, loss_mask: 0.2178, loss: 0.6581 +2022-09-22 01:46:54,347 - mmdet - INFO - Epoch [17][5350/7330] lr: 3.778e-07, eta: 1 day, 5:47:31, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0319, loss_cls: 0.1636, acc: 94.0237, loss_bbox: 0.2133, loss_mask: 0.2165, loss: 0.6490 +2022-09-22 01:47:31,494 - mmdet - INFO - Epoch [17][5400/7330] lr: 3.778e-07, eta: 1 day, 5:46:52, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0331, loss_cls: 0.1616, acc: 93.9490, loss_bbox: 0.2155, loss_mask: 0.2190, loss: 0.6520 +2022-09-22 01:48:08,330 - mmdet - INFO - Epoch [17][5450/7330] lr: 3.778e-07, eta: 1 day, 5:46:13, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0341, loss_cls: 0.1771, acc: 93.6150, loss_bbox: 0.2227, loss_mask: 0.2240, loss: 0.6820 +2022-09-22 01:48:45,921 - mmdet - INFO - Epoch [17][5500/7330] lr: 3.778e-07, eta: 1 day, 5:45:34, time: 0.752, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0318, loss_cls: 0.1616, acc: 94.1516, loss_bbox: 0.2077, loss_mask: 0.2196, loss: 0.6441 +2022-09-22 01:49:22,995 - mmdet - INFO - Epoch [17][5550/7330] lr: 3.778e-07, eta: 1 day, 5:44:55, time: 0.742, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0329, loss_cls: 0.1640, acc: 93.9990, loss_bbox: 0.2114, loss_mask: 0.2136, loss: 0.6467 +2022-09-22 01:50:00,346 - mmdet - INFO - Epoch [17][5600/7330] lr: 3.778e-07, eta: 1 day, 5:44:17, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0318, loss_cls: 0.1564, acc: 94.2336, loss_bbox: 0.2048, loss_mask: 0.2130, loss: 0.6287 +2022-09-22 01:50:37,193 - mmdet - INFO - Epoch [17][5650/7330] lr: 3.778e-07, eta: 1 day, 5:43:37, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0339, loss_cls: 0.1681, acc: 93.8464, loss_bbox: 0.2150, loss_mask: 0.2158, loss: 0.6577 +2022-09-22 01:51:14,900 - mmdet - INFO - Epoch [17][5700/7330] lr: 3.778e-07, eta: 1 day, 5:42:59, time: 0.754, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0346, loss_cls: 0.1660, acc: 93.8953, loss_bbox: 0.2106, loss_mask: 0.2155, loss: 0.6503 +2022-09-22 01:51:51,843 - mmdet - INFO - Epoch [17][5750/7330] lr: 3.778e-07, eta: 1 day, 5:42:20, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0306, loss_cls: 0.1541, acc: 94.2012, loss_bbox: 0.2023, loss_mask: 0.2060, loss: 0.6142 +2022-09-22 01:52:28,526 - mmdet - INFO - Epoch [17][5800/7330] lr: 3.778e-07, eta: 1 day, 5:41:40, time: 0.734, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0333, loss_cls: 0.1644, acc: 93.9629, loss_bbox: 0.2102, loss_mask: 0.2119, loss: 0.6443 +2022-09-22 01:53:05,298 - mmdet - INFO - Epoch [17][5850/7330] lr: 3.778e-07, eta: 1 day, 5:41:01, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0342, loss_cls: 0.1665, acc: 93.8682, loss_bbox: 0.2173, loss_mask: 0.2174, loss: 0.6596 +2022-09-22 01:53:41,751 - mmdet - INFO - Epoch [17][5900/7330] lr: 3.778e-07, eta: 1 day, 5:40:21, time: 0.729, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0335, loss_cls: 0.1682, acc: 93.7561, loss_bbox: 0.2203, loss_mask: 0.2163, loss: 0.6626 +2022-09-22 01:54:18,271 - mmdet - INFO - Epoch [17][5950/7330] lr: 3.778e-07, eta: 1 day, 5:39:42, time: 0.730, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0323, loss_cls: 0.1598, acc: 94.1599, loss_bbox: 0.2113, loss_mask: 0.2172, loss: 0.6429 +2022-09-22 01:54:55,012 - mmdet - INFO - Epoch [17][6000/7330] lr: 3.778e-07, eta: 1 day, 5:39:03, time: 0.735, data_time: 0.023, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0315, loss_cls: 0.1645, acc: 93.9749, loss_bbox: 0.2119, loss_mask: 0.2197, loss: 0.6507 +2022-09-22 01:55:32,033 - mmdet - INFO - Epoch [17][6050/7330] lr: 3.778e-07, eta: 1 day, 5:38:23, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0325, loss_cls: 0.1604, acc: 94.1179, loss_bbox: 0.2071, loss_mask: 0.2124, loss: 0.6362 +2022-09-22 01:56:09,186 - mmdet - INFO - Epoch [17][6100/7330] lr: 3.778e-07, eta: 1 day, 5:37:45, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0335, loss_cls: 0.1730, acc: 93.7124, loss_bbox: 0.2220, loss_mask: 0.2226, loss: 0.6761 +2022-09-22 01:56:45,388 - mmdet - INFO - Epoch [17][6150/7330] lr: 3.778e-07, eta: 1 day, 5:37:05, time: 0.723, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0305, loss_cls: 0.1543, acc: 94.2656, loss_bbox: 0.2010, loss_mask: 0.2116, loss: 0.6203 +2022-09-22 01:57:22,923 - mmdet - INFO - Epoch [17][6200/7330] lr: 3.778e-07, eta: 1 day, 5:36:26, time: 0.751, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0321, loss_cls: 0.1569, acc: 94.3884, loss_bbox: 0.2032, loss_mask: 0.2147, loss: 0.6299 +2022-09-22 01:58:00,064 - mmdet - INFO - Epoch [17][6250/7330] lr: 3.778e-07, eta: 1 day, 5:35:47, time: 0.743, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0308, loss_cls: 0.1614, acc: 94.1235, loss_bbox: 0.2069, loss_mask: 0.2190, loss: 0.6410 +2022-09-22 01:58:36,662 - mmdet - INFO - Epoch [17][6300/7330] lr: 3.778e-07, eta: 1 day, 5:35:08, time: 0.732, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0313, loss_cls: 0.1575, acc: 94.2346, loss_bbox: 0.2034, loss_mask: 0.2110, loss: 0.6258 +2022-09-22 01:59:13,856 - mmdet - INFO - Epoch [17][6350/7330] lr: 3.778e-07, eta: 1 day, 5:34:29, time: 0.743, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0313, loss_cls: 0.1601, acc: 94.1255, loss_bbox: 0.2039, loss_mask: 0.2172, loss: 0.6358 +2022-09-22 01:59:50,441 - mmdet - INFO - Epoch [17][6400/7330] lr: 3.778e-07, eta: 1 day, 5:33:49, time: 0.733, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0326, loss_cls: 0.1645, acc: 93.9131, loss_bbox: 0.2155, loss_mask: 0.2197, loss: 0.6559 +2022-09-22 02:00:30,289 - mmdet - INFO - Epoch [17][6450/7330] lr: 3.778e-07, eta: 1 day, 5:33:14, time: 0.796, data_time: 0.025, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0313, loss_cls: 0.1586, acc: 94.0891, loss_bbox: 0.2083, loss_mask: 0.2186, loss: 0.6398 +2022-09-22 02:01:07,320 - mmdet - INFO - Epoch [17][6500/7330] lr: 3.778e-07, eta: 1 day, 5:32:35, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0335, loss_cls: 0.1673, acc: 93.9658, loss_bbox: 0.2141, loss_mask: 0.2142, loss: 0.6525 +2022-09-22 02:01:44,246 - mmdet - INFO - Epoch [17][6550/7330] lr: 3.778e-07, eta: 1 day, 5:31:55, time: 0.738, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0341, loss_cls: 0.1686, acc: 93.8557, loss_bbox: 0.2138, loss_mask: 0.2183, loss: 0.6611 +2022-09-22 02:02:21,621 - mmdet - INFO - Epoch [17][6600/7330] lr: 3.778e-07, eta: 1 day, 5:31:17, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0325, loss_cls: 0.1627, acc: 94.0486, loss_bbox: 0.2088, loss_mask: 0.2151, loss: 0.6414 +2022-09-22 02:02:58,553 - mmdet - INFO - Epoch [17][6650/7330] lr: 3.778e-07, eta: 1 day, 5:30:38, time: 0.739, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0313, loss_cls: 0.1634, acc: 94.0037, loss_bbox: 0.2145, loss_mask: 0.2161, loss: 0.6473 +2022-09-22 02:03:35,768 - mmdet - INFO - Epoch [17][6700/7330] lr: 3.778e-07, eta: 1 day, 5:29:59, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0325, loss_cls: 0.1665, acc: 93.9463, loss_bbox: 0.2093, loss_mask: 0.2129, loss: 0.6469 +2022-09-22 02:04:12,995 - mmdet - INFO - Epoch [17][6750/7330] lr: 3.778e-07, eta: 1 day, 5:29:20, time: 0.745, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0315, loss_cls: 0.1553, acc: 94.4661, loss_bbox: 0.1975, loss_mask: 0.2099, loss: 0.6184 +2022-09-22 02:04:50,138 - mmdet - INFO - Epoch [17][6800/7330] lr: 3.778e-07, eta: 1 day, 5:28:41, time: 0.743, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0314, loss_cls: 0.1579, acc: 94.1921, loss_bbox: 0.2076, loss_mask: 0.2178, loss: 0.6373 +2022-09-22 02:05:27,171 - mmdet - INFO - Epoch [17][6850/7330] lr: 3.778e-07, eta: 1 day, 5:28:02, time: 0.740, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0331, loss_cls: 0.1661, acc: 93.9910, loss_bbox: 0.2113, loss_mask: 0.2225, loss: 0.6564 +2022-09-22 02:06:03,494 - mmdet - INFO - Epoch [17][6900/7330] lr: 3.778e-07, eta: 1 day, 5:27:23, time: 0.727, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0331, loss_cls: 0.1662, acc: 93.9431, loss_bbox: 0.2129, loss_mask: 0.2171, loss: 0.6536 +2022-09-22 02:06:40,431 - mmdet - INFO - Epoch [17][6950/7330] lr: 3.778e-07, eta: 1 day, 5:26:43, time: 0.738, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0323, loss_cls: 0.1646, acc: 93.8806, loss_bbox: 0.2099, loss_mask: 0.2129, loss: 0.6416 +2022-09-22 02:07:18,001 - mmdet - INFO - Epoch [17][7000/7330] lr: 3.778e-07, eta: 1 day, 5:26:05, time: 0.752, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0336, loss_cls: 0.1679, acc: 93.7427, loss_bbox: 0.2163, loss_mask: 0.2156, loss: 0.6566 +2022-09-22 02:07:55,605 - mmdet - INFO - Epoch [17][7050/7330] lr: 3.778e-07, eta: 1 day, 5:25:27, time: 0.752, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0306, loss_cls: 0.1567, acc: 94.2075, loss_bbox: 0.2034, loss_mask: 0.2137, loss: 0.6250 +2022-09-22 02:08:32,016 - mmdet - INFO - Epoch [17][7100/7330] lr: 3.778e-07, eta: 1 day, 5:24:47, time: 0.728, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0292, loss_cls: 0.1658, acc: 93.9314, loss_bbox: 0.2092, loss_mask: 0.2146, loss: 0.6407 +2022-09-22 02:09:09,066 - mmdet - INFO - Epoch [17][7150/7330] lr: 3.778e-07, eta: 1 day, 5:24:08, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0311, loss_cls: 0.1697, acc: 93.8708, loss_bbox: 0.2165, loss_mask: 0.2262, loss: 0.6673 +2022-09-22 02:09:45,953 - mmdet - INFO - Epoch [17][7200/7330] lr: 3.778e-07, eta: 1 day, 5:23:29, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0318, loss_cls: 0.1616, acc: 94.0020, loss_bbox: 0.2090, loss_mask: 0.2153, loss: 0.6411 +2022-09-22 02:10:24,269 - mmdet - INFO - Epoch [17][7250/7330] lr: 3.778e-07, eta: 1 day, 5:22:51, time: 0.766, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0343, loss_cls: 0.1717, acc: 93.8628, loss_bbox: 0.2179, loss_mask: 0.2187, loss: 0.6660 +2022-09-22 02:11:01,558 - mmdet - INFO - Epoch [17][7300/7330] lr: 3.778e-07, eta: 1 day, 5:22:13, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0350, loss_cls: 0.1707, acc: 93.8958, loss_bbox: 0.2175, loss_mask: 0.2215, loss: 0.6690 +2022-09-22 02:11:33,381 - mmdet - INFO - Saving checkpoint at 17 epochs +2022-09-22 02:13:49,881 - mmdet - INFO - Evaluating bbox... +2022-09-22 02:14:15,366 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.498 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.725 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.547 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.348 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.534 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.642 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.616 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.616 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.616 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.458 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.656 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.764 + +2022-09-22 02:14:15,367 - mmdet - INFO - Evaluating segm... +2022-09-22 02:14:45,649 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.443 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.695 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.478 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.251 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.480 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.643 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.557 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.557 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.557 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.383 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.600 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.727 + +2022-09-22 02:14:46,122 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 02:14:46,122 - mmdet - INFO - Epoch(val) [17][625] bbox_mAP: 0.4980, bbox_mAP_50: 0.7250, bbox_mAP_75: 0.5470, bbox_mAP_s: 0.3480, bbox_mAP_m: 0.5340, bbox_mAP_l: 0.6420, bbox_mAP_copypaste: 0.498 0.725 0.547 0.348 0.534 0.642, segm_mAP: 0.4430, segm_mAP_50: 0.6950, segm_mAP_75: 0.4780, segm_mAP_s: 0.2510, segm_mAP_m: 0.4800, segm_mAP_l: 0.6430, segm_mAP_copypaste: 0.443 0.695 0.478 0.251 0.480 0.643 +2022-09-22 02:17:21,385 - mmdet - INFO - Epoch [18][50/7330] lr: 3.778e-07, eta: 1 day, 5:22:58, time: 3.104, data_time: 2.357, memory: 54023, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0323, loss_cls: 0.1582, acc: 94.1479, loss_bbox: 0.2122, loss_mask: 0.2171, loss: 0.6412 +2022-09-22 02:17:58,740 - mmdet - INFO - Epoch [18][100/7330] lr: 3.778e-07, eta: 1 day, 5:22:19, time: 0.747, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0316, loss_cls: 0.1597, acc: 94.0747, loss_bbox: 0.2108, loss_mask: 0.2143, loss: 0.6391 +2022-09-22 02:18:36,174 - mmdet - INFO - Epoch [18][150/7330] lr: 3.778e-07, eta: 1 day, 5:21:40, time: 0.749, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0331, loss_cls: 0.1613, acc: 94.1326, loss_bbox: 0.2078, loss_mask: 0.2169, loss: 0.6435 +2022-09-22 02:19:13,942 - mmdet - INFO - Epoch [18][200/7330] lr: 3.778e-07, eta: 1 day, 5:21:02, time: 0.755, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0338, loss_cls: 0.1622, acc: 94.0466, loss_bbox: 0.2121, loss_mask: 0.2120, loss: 0.6438 +2022-09-22 02:19:51,039 - mmdet - INFO - Epoch [18][250/7330] lr: 3.778e-07, eta: 1 day, 5:20:23, time: 0.743, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0316, loss_cls: 0.1612, acc: 94.1096, loss_bbox: 0.2083, loss_mask: 0.2137, loss: 0.6379 +2022-09-22 02:20:27,898 - mmdet - INFO - Epoch [18][300/7330] lr: 3.778e-07, eta: 1 day, 5:19:44, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0306, loss_cls: 0.1571, acc: 94.2834, loss_bbox: 0.2027, loss_mask: 0.2105, loss: 0.6255 +2022-09-22 02:21:04,812 - mmdet - INFO - Epoch [18][350/7330] lr: 3.778e-07, eta: 1 day, 5:19:05, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0312, loss_cls: 0.1626, acc: 94.0400, loss_bbox: 0.2081, loss_mask: 0.2196, loss: 0.6438 +2022-09-22 02:21:41,631 - mmdet - INFO - Epoch [18][400/7330] lr: 3.778e-07, eta: 1 day, 5:18:25, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0323, loss_cls: 0.1541, acc: 94.2896, loss_bbox: 0.2021, loss_mask: 0.2141, loss: 0.6240 +2022-09-22 02:22:19,087 - mmdet - INFO - Epoch [18][450/7330] lr: 3.778e-07, eta: 1 day, 5:17:47, time: 0.750, data_time: 0.025, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0335, loss_cls: 0.1595, acc: 94.0940, loss_bbox: 0.2113, loss_mask: 0.2149, loss: 0.6448 +2022-09-22 02:22:56,581 - mmdet - INFO - Epoch [18][500/7330] lr: 3.778e-07, eta: 1 day, 5:17:08, time: 0.750, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0340, loss_cls: 0.1682, acc: 93.7629, loss_bbox: 0.2231, loss_mask: 0.2176, loss: 0.6669 +2022-09-22 02:23:33,434 - mmdet - INFO - Epoch [18][550/7330] lr: 3.778e-07, eta: 1 day, 5:16:29, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0313, loss_cls: 0.1607, acc: 94.1104, loss_bbox: 0.2025, loss_mask: 0.2147, loss: 0.6309 +2022-09-22 02:24:10,360 - mmdet - INFO - Epoch [18][600/7330] lr: 3.778e-07, eta: 1 day, 5:15:50, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0315, loss_cls: 0.1556, acc: 94.3337, loss_bbox: 0.1963, loss_mask: 0.2121, loss: 0.6188 +2022-09-22 02:24:47,515 - mmdet - INFO - Epoch [18][650/7330] lr: 3.778e-07, eta: 1 day, 5:15:11, time: 0.743, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0307, loss_cls: 0.1587, acc: 94.1973, loss_bbox: 0.2026, loss_mask: 0.2087, loss: 0.6246 +2022-09-22 02:25:24,980 - mmdet - INFO - Epoch [18][700/7330] lr: 3.778e-07, eta: 1 day, 5:14:32, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0331, loss_cls: 0.1567, acc: 94.1675, loss_bbox: 0.2135, loss_mask: 0.2122, loss: 0.6368 +2022-09-22 02:26:02,372 - mmdet - INFO - Epoch [18][750/7330] lr: 3.778e-07, eta: 1 day, 5:13:54, time: 0.748, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0331, loss_cls: 0.1629, acc: 94.0256, loss_bbox: 0.2138, loss_mask: 0.2113, loss: 0.6446 +2022-09-22 02:26:39,366 - mmdet - INFO - Epoch [18][800/7330] lr: 3.778e-07, eta: 1 day, 5:13:15, time: 0.739, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0307, loss_cls: 0.1465, acc: 94.6470, loss_bbox: 0.1987, loss_mask: 0.2071, loss: 0.6050 +2022-09-22 02:27:16,589 - mmdet - INFO - Epoch [18][850/7330] lr: 3.778e-07, eta: 1 day, 5:12:36, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0312, loss_cls: 0.1565, acc: 94.2673, loss_bbox: 0.2063, loss_mask: 0.2173, loss: 0.6347 +2022-09-22 02:27:53,268 - mmdet - INFO - Epoch [18][900/7330] lr: 3.778e-07, eta: 1 day, 5:11:56, time: 0.734, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0316, loss_cls: 0.1572, acc: 94.2312, loss_bbox: 0.2033, loss_mask: 0.2143, loss: 0.6291 +2022-09-22 02:28:30,444 - mmdet - INFO - Epoch [18][950/7330] lr: 3.778e-07, eta: 1 day, 5:11:17, time: 0.744, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0290, loss_cls: 0.1489, acc: 94.5874, loss_bbox: 0.1963, loss_mask: 0.2078, loss: 0.6040 +2022-09-22 02:29:07,131 - mmdet - INFO - Epoch [18][1000/7330] lr: 3.778e-07, eta: 1 day, 5:10:38, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0328, loss_cls: 0.1659, acc: 93.9619, loss_bbox: 0.2144, loss_mask: 0.2158, loss: 0.6520 +2022-09-22 02:29:43,968 - mmdet - INFO - Epoch [18][1050/7330] lr: 3.778e-07, eta: 1 day, 5:09:59, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0294, loss_cls: 0.1567, acc: 94.2776, loss_bbox: 0.2056, loss_mask: 0.2154, loss: 0.6279 +2022-09-22 02:30:20,590 - mmdet - INFO - Epoch [18][1100/7330] lr: 3.778e-07, eta: 1 day, 5:09:19, time: 0.733, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0306, loss_cls: 0.1568, acc: 94.2703, loss_bbox: 0.2080, loss_mask: 0.2215, loss: 0.6375 +2022-09-22 02:30:57,736 - mmdet - INFO - Epoch [18][1150/7330] lr: 3.778e-07, eta: 1 day, 5:08:40, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0328, loss_cls: 0.1605, acc: 93.9631, loss_bbox: 0.2096, loss_mask: 0.2194, loss: 0.6484 +2022-09-22 02:31:34,802 - mmdet - INFO - Epoch [18][1200/7330] lr: 3.778e-07, eta: 1 day, 5:08:01, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0315, loss_cls: 0.1615, acc: 94.1514, loss_bbox: 0.2123, loss_mask: 0.2175, loss: 0.6460 +2022-09-22 02:32:11,377 - mmdet - INFO - Epoch [18][1250/7330] lr: 3.778e-07, eta: 1 day, 5:07:22, time: 0.731, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0324, loss_cls: 0.1648, acc: 93.9294, loss_bbox: 0.2109, loss_mask: 0.2158, loss: 0.6476 +2022-09-22 02:32:48,246 - mmdet - INFO - Epoch [18][1300/7330] lr: 3.778e-07, eta: 1 day, 5:06:43, time: 0.738, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0331, loss_cls: 0.1669, acc: 93.9368, loss_bbox: 0.2139, loss_mask: 0.2175, loss: 0.6559 +2022-09-22 02:33:26,096 - mmdet - INFO - Epoch [18][1350/7330] lr: 3.778e-07, eta: 1 day, 5:06:05, time: 0.756, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0329, loss_cls: 0.1641, acc: 93.9346, loss_bbox: 0.2105, loss_mask: 0.2189, loss: 0.6479 +2022-09-22 02:34:03,467 - mmdet - INFO - Epoch [18][1400/7330] lr: 3.778e-07, eta: 1 day, 5:05:26, time: 0.748, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0305, loss_cls: 0.1566, acc: 94.3123, loss_bbox: 0.2005, loss_mask: 0.2077, loss: 0.6166 +2022-09-22 02:34:40,204 - mmdet - INFO - Epoch [18][1450/7330] lr: 3.778e-07, eta: 1 day, 5:04:47, time: 0.735, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0322, loss_cls: 0.1628, acc: 94.1123, loss_bbox: 0.2083, loss_mask: 0.2159, loss: 0.6432 +2022-09-22 02:35:17,678 - mmdet - INFO - Epoch [18][1500/7330] lr: 3.778e-07, eta: 1 day, 5:04:08, time: 0.748, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0332, loss_cls: 0.1613, acc: 94.0745, loss_bbox: 0.2104, loss_mask: 0.2155, loss: 0.6433 +2022-09-22 02:35:54,710 - mmdet - INFO - Epoch [18][1550/7330] lr: 3.778e-07, eta: 1 day, 5:03:29, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0298, loss_cls: 0.1529, acc: 94.4622, loss_bbox: 0.2026, loss_mask: 0.2112, loss: 0.6177 +2022-09-22 02:36:32,629 - mmdet - INFO - Epoch [18][1600/7330] lr: 3.778e-07, eta: 1 day, 5:02:51, time: 0.757, data_time: 0.024, memory: 54023, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0310, loss_cls: 0.1606, acc: 94.0793, loss_bbox: 0.2119, loss_mask: 0.2152, loss: 0.6410 +2022-09-22 02:37:09,991 - mmdet - INFO - Epoch [18][1650/7330] lr: 3.778e-07, eta: 1 day, 5:02:12, time: 0.748, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0300, loss_cls: 0.1608, acc: 94.0947, loss_bbox: 0.2092, loss_mask: 0.2172, loss: 0.6389 +2022-09-22 02:37:47,316 - mmdet - INFO - Epoch [18][1700/7330] lr: 3.778e-07, eta: 1 day, 5:01:34, time: 0.747, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0326, loss_cls: 0.1596, acc: 94.0986, loss_bbox: 0.2106, loss_mask: 0.2169, loss: 0.6428 +2022-09-22 02:38:25,149 - mmdet - INFO - Epoch [18][1750/7330] lr: 3.778e-07, eta: 1 day, 5:00:56, time: 0.757, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0318, loss_cls: 0.1574, acc: 94.1860, loss_bbox: 0.2068, loss_mask: 0.2138, loss: 0.6308 +2022-09-22 02:39:03,326 - mmdet - INFO - Epoch [18][1800/7330] lr: 3.778e-07, eta: 1 day, 5:00:18, time: 0.763, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0315, loss_cls: 0.1515, acc: 94.3691, loss_bbox: 0.2007, loss_mask: 0.2134, loss: 0.6199 +2022-09-22 02:39:40,672 - mmdet - INFO - Epoch [18][1850/7330] lr: 3.778e-07, eta: 1 day, 4:59:39, time: 0.746, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0324, loss_cls: 0.1612, acc: 94.0476, loss_bbox: 0.2156, loss_mask: 0.2187, loss: 0.6496 +2022-09-22 02:40:18,161 - mmdet - INFO - Epoch [18][1900/7330] lr: 3.778e-07, eta: 1 day, 4:59:01, time: 0.751, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0319, loss_cls: 0.1596, acc: 94.1104, loss_bbox: 0.2104, loss_mask: 0.2163, loss: 0.6402 +2022-09-22 02:40:56,078 - mmdet - INFO - Epoch [18][1950/7330] lr: 3.778e-07, eta: 1 day, 4:58:23, time: 0.758, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0333, loss_cls: 0.1678, acc: 93.7898, loss_bbox: 0.2213, loss_mask: 0.2188, loss: 0.6646 +2022-09-22 02:41:33,490 - mmdet - INFO - Epoch [18][2000/7330] lr: 3.778e-07, eta: 1 day, 4:57:44, time: 0.748, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0296, loss_cls: 0.1569, acc: 94.2114, loss_bbox: 0.2076, loss_mask: 0.2151, loss: 0.6308 +2022-09-22 02:42:11,576 - mmdet - INFO - Epoch [18][2050/7330] lr: 3.778e-07, eta: 1 day, 4:57:06, time: 0.761, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0321, loss_cls: 0.1621, acc: 94.0396, loss_bbox: 0.2116, loss_mask: 0.2215, loss: 0.6502 +2022-09-22 02:42:48,602 - mmdet - INFO - Epoch [18][2100/7330] lr: 3.778e-07, eta: 1 day, 4:56:27, time: 0.741, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0317, loss_cls: 0.1526, acc: 94.3965, loss_bbox: 0.2006, loss_mask: 0.2102, loss: 0.6165 +2022-09-22 02:43:26,028 - mmdet - INFO - Epoch [18][2150/7330] lr: 3.778e-07, eta: 1 day, 4:55:49, time: 0.748, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0353, loss_cls: 0.1625, acc: 94.0996, loss_bbox: 0.2140, loss_mask: 0.2224, loss: 0.6589 +2022-09-22 02:44:03,302 - mmdet - INFO - Epoch [18][2200/7330] lr: 3.778e-07, eta: 1 day, 4:55:10, time: 0.745, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0331, loss_cls: 0.1558, acc: 94.3042, loss_bbox: 0.2041, loss_mask: 0.2140, loss: 0.6288 +2022-09-22 02:44:39,651 - mmdet - INFO - Epoch [18][2250/7330] lr: 3.778e-07, eta: 1 day, 4:54:30, time: 0.728, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0312, loss_cls: 0.1575, acc: 94.2876, loss_bbox: 0.2060, loss_mask: 0.2150, loss: 0.6344 +2022-09-22 02:45:16,482 - mmdet - INFO - Epoch [18][2300/7330] lr: 3.778e-07, eta: 1 day, 4:53:51, time: 0.737, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0304, loss_cls: 0.1601, acc: 94.1079, loss_bbox: 0.2096, loss_mask: 0.2140, loss: 0.6366 +2022-09-22 02:45:52,962 - mmdet - INFO - Epoch [18][2350/7330] lr: 3.778e-07, eta: 1 day, 4:53:11, time: 0.730, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0312, loss_cls: 0.1660, acc: 93.7759, loss_bbox: 0.2206, loss_mask: 0.2175, loss: 0.6576 +2022-09-22 02:46:31,230 - mmdet - INFO - Epoch [18][2400/7330] lr: 3.778e-07, eta: 1 day, 4:52:34, time: 0.765, data_time: 0.026, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0335, loss_cls: 0.1630, acc: 94.0674, loss_bbox: 0.2084, loss_mask: 0.2155, loss: 0.6440 +2022-09-22 02:47:08,083 - mmdet - INFO - Epoch [18][2450/7330] lr: 3.778e-07, eta: 1 day, 4:51:54, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0338, loss_cls: 0.1577, acc: 94.3069, loss_bbox: 0.2033, loss_mask: 0.2148, loss: 0.6338 +2022-09-22 02:47:45,589 - mmdet - INFO - Epoch [18][2500/7330] lr: 3.778e-07, eta: 1 day, 4:51:16, time: 0.750, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0338, loss_cls: 0.1701, acc: 93.6064, loss_bbox: 0.2257, loss_mask: 0.2250, loss: 0.6795 +2022-09-22 02:48:22,939 - mmdet - INFO - Epoch [18][2550/7330] lr: 3.778e-07, eta: 1 day, 4:50:37, time: 0.747, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0337, loss_cls: 0.1669, acc: 93.8958, loss_bbox: 0.2186, loss_mask: 0.2248, loss: 0.6676 +2022-09-22 02:48:59,705 - mmdet - INFO - Epoch [18][2600/7330] lr: 3.778e-07, eta: 1 day, 4:49:58, time: 0.735, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0307, loss_cls: 0.1605, acc: 94.1436, loss_bbox: 0.2054, loss_mask: 0.2180, loss: 0.6361 +2022-09-22 02:49:36,646 - mmdet - INFO - Epoch [18][2650/7330] lr: 3.778e-07, eta: 1 day, 4:49:19, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0320, loss_cls: 0.1628, acc: 94.1184, loss_bbox: 0.2031, loss_mask: 0.2132, loss: 0.6342 +2022-09-22 02:50:14,019 - mmdet - INFO - Epoch [18][2700/7330] lr: 3.778e-07, eta: 1 day, 4:48:40, time: 0.748, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0341, loss_cls: 0.1627, acc: 94.0051, loss_bbox: 0.2084, loss_mask: 0.2151, loss: 0.6442 +2022-09-22 02:50:51,402 - mmdet - INFO - Epoch [18][2750/7330] lr: 3.778e-07, eta: 1 day, 4:48:02, time: 0.747, data_time: 0.022, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0334, loss_cls: 0.1623, acc: 94.1069, loss_bbox: 0.2091, loss_mask: 0.2171, loss: 0.6451 +2022-09-22 02:51:28,147 - mmdet - INFO - Epoch [18][2800/7330] lr: 3.778e-07, eta: 1 day, 4:47:22, time: 0.736, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0332, loss_cls: 0.1696, acc: 93.7507, loss_bbox: 0.2184, loss_mask: 0.2177, loss: 0.6618 +2022-09-22 02:52:06,077 - mmdet - INFO - Epoch [18][2850/7330] lr: 3.778e-07, eta: 1 day, 4:46:44, time: 0.759, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0299, loss_cls: 0.1592, acc: 94.2563, loss_bbox: 0.1997, loss_mask: 0.2096, loss: 0.6216 +2022-09-22 02:52:43,994 - mmdet - INFO - Epoch [18][2900/7330] lr: 3.778e-07, eta: 1 day, 4:46:06, time: 0.758, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0343, loss_cls: 0.1682, acc: 93.7058, loss_bbox: 0.2197, loss_mask: 0.2241, loss: 0.6715 +2022-09-22 02:53:21,192 - mmdet - INFO - Epoch [18][2950/7330] lr: 3.778e-07, eta: 1 day, 4:45:28, time: 0.744, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0326, loss_cls: 0.1696, acc: 93.7932, loss_bbox: 0.2159, loss_mask: 0.2205, loss: 0.6625 +2022-09-22 02:53:58,275 - mmdet - INFO - Epoch [18][3000/7330] lr: 3.778e-07, eta: 1 day, 4:44:49, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0314, loss_cls: 0.1581, acc: 94.1580, loss_bbox: 0.2090, loss_mask: 0.2150, loss: 0.6351 +2022-09-22 02:54:35,319 - mmdet - INFO - Epoch [18][3050/7330] lr: 3.778e-07, eta: 1 day, 4:44:10, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0289, loss_cls: 0.1506, acc: 94.4814, loss_bbox: 0.1922, loss_mask: 0.2106, loss: 0.6040 +2022-09-22 02:55:11,966 - mmdet - INFO - Epoch [18][3100/7330] lr: 3.778e-07, eta: 1 day, 4:43:30, time: 0.733, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0327, loss_cls: 0.1596, acc: 94.1494, loss_bbox: 0.2086, loss_mask: 0.2185, loss: 0.6431 +2022-09-22 02:55:48,989 - mmdet - INFO - Epoch [18][3150/7330] lr: 3.778e-07, eta: 1 day, 4:42:51, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0316, loss_cls: 0.1537, acc: 94.3667, loss_bbox: 0.2036, loss_mask: 0.2155, loss: 0.6256 +2022-09-22 02:56:26,341 - mmdet - INFO - Epoch [18][3200/7330] lr: 3.778e-07, eta: 1 day, 4:42:13, time: 0.747, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0327, loss_cls: 0.1632, acc: 93.9294, loss_bbox: 0.2159, loss_mask: 0.2177, loss: 0.6521 +2022-09-22 02:57:03,736 - mmdet - INFO - Epoch [18][3250/7330] lr: 3.778e-07, eta: 1 day, 4:41:34, time: 0.747, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0312, loss_cls: 0.1586, acc: 94.0872, loss_bbox: 0.2061, loss_mask: 0.2145, loss: 0.6304 +2022-09-22 02:57:41,791 - mmdet - INFO - Epoch [18][3300/7330] lr: 3.778e-07, eta: 1 day, 4:40:56, time: 0.762, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0330, loss_cls: 0.1672, acc: 93.9373, loss_bbox: 0.2092, loss_mask: 0.2155, loss: 0.6491 +2022-09-22 02:58:18,846 - mmdet - INFO - Epoch [18][3350/7330] lr: 3.778e-07, eta: 1 day, 4:40:17, time: 0.741, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0327, loss_cls: 0.1624, acc: 94.0676, loss_bbox: 0.2086, loss_mask: 0.2126, loss: 0.6402 +2022-09-22 02:58:56,116 - mmdet - INFO - Epoch [18][3400/7330] lr: 3.778e-07, eta: 1 day, 4:39:39, time: 0.745, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0331, loss_cls: 0.1678, acc: 93.9346, loss_bbox: 0.2149, loss_mask: 0.2196, loss: 0.6608 +2022-09-22 02:59:34,068 - mmdet - INFO - Epoch [18][3450/7330] lr: 3.778e-07, eta: 1 day, 4:39:01, time: 0.759, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0329, loss_cls: 0.1513, acc: 94.3435, loss_bbox: 0.2003, loss_mask: 0.2120, loss: 0.6178 +2022-09-22 03:00:11,086 - mmdet - INFO - Epoch [18][3500/7330] lr: 3.778e-07, eta: 1 day, 4:38:21, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0342, loss_cls: 0.1634, acc: 94.0437, loss_bbox: 0.2161, loss_mask: 0.2103, loss: 0.6492 +2022-09-22 03:00:48,210 - mmdet - INFO - Epoch [18][3550/7330] lr: 3.778e-07, eta: 1 day, 4:37:43, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0315, loss_cls: 0.1625, acc: 94.0261, loss_bbox: 0.2097, loss_mask: 0.2148, loss: 0.6413 +2022-09-22 03:01:24,785 - mmdet - INFO - Epoch [18][3600/7330] lr: 3.778e-07, eta: 1 day, 4:37:03, time: 0.731, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0319, loss_cls: 0.1558, acc: 94.2415, loss_bbox: 0.2059, loss_mask: 0.2113, loss: 0.6277 +2022-09-22 03:02:02,035 - mmdet - INFO - Epoch [18][3650/7330] lr: 3.778e-07, eta: 1 day, 4:36:25, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0306, loss_cls: 0.1577, acc: 94.2439, loss_bbox: 0.2094, loss_mask: 0.2143, loss: 0.6343 +2022-09-22 03:02:38,974 - mmdet - INFO - Epoch [18][3700/7330] lr: 3.778e-07, eta: 1 day, 4:35:45, time: 0.738, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0300, loss_cls: 0.1584, acc: 94.3208, loss_bbox: 0.2032, loss_mask: 0.2117, loss: 0.6233 +2022-09-22 03:03:16,410 - mmdet - INFO - Epoch [18][3750/7330] lr: 3.778e-07, eta: 1 day, 4:35:07, time: 0.750, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0327, loss_cls: 0.1664, acc: 93.9875, loss_bbox: 0.2101, loss_mask: 0.2171, loss: 0.6530 +2022-09-22 03:03:53,729 - mmdet - INFO - Epoch [18][3800/7330] lr: 3.778e-07, eta: 1 day, 4:34:28, time: 0.746, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0307, loss_cls: 0.1519, acc: 94.3801, loss_bbox: 0.2029, loss_mask: 0.2130, loss: 0.6174 +2022-09-22 03:04:31,191 - mmdet - INFO - Epoch [18][3850/7330] lr: 3.778e-07, eta: 1 day, 4:33:50, time: 0.749, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0341, loss_cls: 0.1574, acc: 94.1531, loss_bbox: 0.2096, loss_mask: 0.2121, loss: 0.6368 +2022-09-22 03:05:08,642 - mmdet - INFO - Epoch [18][3900/7330] lr: 3.778e-07, eta: 1 day, 4:33:11, time: 0.749, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0323, loss_cls: 0.1587, acc: 94.1980, loss_bbox: 0.2060, loss_mask: 0.2173, loss: 0.6380 +2022-09-22 03:05:45,712 - mmdet - INFO - Epoch [18][3950/7330] lr: 3.778e-07, eta: 1 day, 4:32:32, time: 0.741, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0314, loss_cls: 0.1662, acc: 94.0012, loss_bbox: 0.2097, loss_mask: 0.2153, loss: 0.6458 +2022-09-22 03:06:22,597 - mmdet - INFO - Epoch [18][4000/7330] lr: 3.778e-07, eta: 1 day, 4:31:53, time: 0.738, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0326, loss_cls: 0.1608, acc: 94.0811, loss_bbox: 0.2125, loss_mask: 0.2179, loss: 0.6474 +2022-09-22 03:06:59,936 - mmdet - INFO - Epoch [18][4050/7330] lr: 3.778e-07, eta: 1 day, 4:31:15, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0306, loss_cls: 0.1596, acc: 94.1135, loss_bbox: 0.2062, loss_mask: 0.2145, loss: 0.6320 +2022-09-22 03:07:36,556 - mmdet - INFO - Epoch [18][4100/7330] lr: 3.778e-07, eta: 1 day, 4:30:35, time: 0.732, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0352, loss_cls: 0.1679, acc: 93.8372, loss_bbox: 0.2167, loss_mask: 0.2189, loss: 0.6627 +2022-09-22 03:08:13,665 - mmdet - INFO - Epoch [18][4150/7330] lr: 3.778e-07, eta: 1 day, 4:29:56, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0308, loss_cls: 0.1600, acc: 94.1514, loss_bbox: 0.2076, loss_mask: 0.2158, loss: 0.6366 +2022-09-22 03:08:51,121 - mmdet - INFO - Epoch [18][4200/7330] lr: 3.778e-07, eta: 1 day, 4:29:18, time: 0.749, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0350, loss_cls: 0.1717, acc: 93.6902, loss_bbox: 0.2220, loss_mask: 0.2189, loss: 0.6715 +2022-09-22 03:09:27,724 - mmdet - INFO - Epoch [18][4250/7330] lr: 3.778e-07, eta: 1 day, 4:28:39, time: 0.732, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0306, loss_cls: 0.1528, acc: 94.3372, loss_bbox: 0.2019, loss_mask: 0.2096, loss: 0.6166 +2022-09-22 03:10:04,441 - mmdet - INFO - Epoch [18][4300/7330] lr: 3.778e-07, eta: 1 day, 4:27:59, time: 0.734, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0347, loss_cls: 0.1669, acc: 93.9417, loss_bbox: 0.2149, loss_mask: 0.2175, loss: 0.6593 +2022-09-22 03:10:41,357 - mmdet - INFO - Epoch [18][4350/7330] lr: 3.778e-07, eta: 1 day, 4:27:20, time: 0.738, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0324, loss_cls: 0.1595, acc: 94.1775, loss_bbox: 0.2124, loss_mask: 0.2189, loss: 0.6474 +2022-09-22 03:11:18,603 - mmdet - INFO - Epoch [18][4400/7330] lr: 3.778e-07, eta: 1 day, 4:26:41, time: 0.745, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0348, loss_cls: 0.1659, acc: 93.9226, loss_bbox: 0.2179, loss_mask: 0.2187, loss: 0.6628 +2022-09-22 03:11:56,208 - mmdet - INFO - Epoch [18][4450/7330] lr: 3.778e-07, eta: 1 day, 4:26:03, time: 0.752, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0323, loss_cls: 0.1633, acc: 94.1223, loss_bbox: 0.2088, loss_mask: 0.2203, loss: 0.6457 +2022-09-22 03:12:33,376 - mmdet - INFO - Epoch [18][4500/7330] lr: 3.778e-07, eta: 1 day, 4:25:24, time: 0.743, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0331, loss_cls: 0.1590, acc: 94.0972, loss_bbox: 0.2074, loss_mask: 0.2197, loss: 0.6436 +2022-09-22 03:13:10,180 - mmdet - INFO - Epoch [18][4550/7330] lr: 3.778e-07, eta: 1 day, 4:24:45, time: 0.736, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0305, loss_cls: 0.1612, acc: 94.0537, loss_bbox: 0.2086, loss_mask: 0.2189, loss: 0.6412 +2022-09-22 03:13:48,285 - mmdet - INFO - Epoch [18][4600/7330] lr: 3.778e-07, eta: 1 day, 4:24:07, time: 0.762, data_time: 0.026, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0346, loss_cls: 0.1620, acc: 93.9541, loss_bbox: 0.2116, loss_mask: 0.2146, loss: 0.6476 +2022-09-22 03:14:25,306 - mmdet - INFO - Epoch [18][4650/7330] lr: 3.778e-07, eta: 1 day, 4:23:28, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0316, loss_cls: 0.1589, acc: 94.2097, loss_bbox: 0.2068, loss_mask: 0.2177, loss: 0.6366 +2022-09-22 03:15:02,004 - mmdet - INFO - Epoch [18][4700/7330] lr: 3.778e-07, eta: 1 day, 4:22:49, time: 0.734, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0318, loss_cls: 0.1595, acc: 94.1938, loss_bbox: 0.2100, loss_mask: 0.2163, loss: 0.6387 +2022-09-22 03:15:39,526 - mmdet - INFO - Epoch [18][4750/7330] lr: 3.778e-07, eta: 1 day, 4:22:11, time: 0.751, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0332, loss_cls: 0.1631, acc: 94.0803, loss_bbox: 0.2088, loss_mask: 0.2193, loss: 0.6492 +2022-09-22 03:16:16,410 - mmdet - INFO - Epoch [18][4800/7330] lr: 3.778e-07, eta: 1 day, 4:21:32, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0324, loss_cls: 0.1606, acc: 94.0981, loss_bbox: 0.2073, loss_mask: 0.2141, loss: 0.6369 +2022-09-22 03:16:52,918 - mmdet - INFO - Epoch [18][4850/7330] lr: 3.778e-07, eta: 1 day, 4:20:52, time: 0.731, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0322, loss_cls: 0.1553, acc: 94.2563, loss_bbox: 0.2079, loss_mask: 0.2179, loss: 0.6331 +2022-09-22 03:17:30,419 - mmdet - INFO - Epoch [18][4900/7330] lr: 3.778e-07, eta: 1 day, 4:20:14, time: 0.750, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0323, loss_cls: 0.1637, acc: 94.0833, loss_bbox: 0.2072, loss_mask: 0.2164, loss: 0.6423 +2022-09-22 03:18:08,114 - mmdet - INFO - Epoch [18][4950/7330] lr: 3.778e-07, eta: 1 day, 4:19:35, time: 0.754, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0330, loss_cls: 0.1639, acc: 93.9543, loss_bbox: 0.2095, loss_mask: 0.2156, loss: 0.6459 +2022-09-22 03:18:45,143 - mmdet - INFO - Epoch [18][5000/7330] lr: 3.778e-07, eta: 1 day, 4:18:57, time: 0.741, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0322, loss_cls: 0.1636, acc: 93.9348, loss_bbox: 0.2156, loss_mask: 0.2190, loss: 0.6518 +2022-09-22 03:19:22,505 - mmdet - INFO - Epoch [18][5050/7330] lr: 3.778e-07, eta: 1 day, 4:18:18, time: 0.747, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0305, loss_cls: 0.1621, acc: 94.0632, loss_bbox: 0.2109, loss_mask: 0.2137, loss: 0.6398 +2022-09-22 03:19:59,025 - mmdet - INFO - Epoch [18][5100/7330] lr: 3.778e-07, eta: 1 day, 4:17:39, time: 0.730, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0312, loss_cls: 0.1563, acc: 94.3059, loss_bbox: 0.2068, loss_mask: 0.2116, loss: 0.6304 +2022-09-22 03:20:35,425 - mmdet - INFO - Epoch [18][5150/7330] lr: 3.778e-07, eta: 1 day, 4:16:59, time: 0.728, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0307, loss_cls: 0.1555, acc: 94.2910, loss_bbox: 0.2035, loss_mask: 0.2143, loss: 0.6250 +2022-09-22 03:21:13,006 - mmdet - INFO - Epoch [18][5200/7330] lr: 3.778e-07, eta: 1 day, 4:16:21, time: 0.752, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0342, loss_cls: 0.1626, acc: 94.0100, loss_bbox: 0.2123, loss_mask: 0.2153, loss: 0.6473 +2022-09-22 03:21:49,643 - mmdet - INFO - Epoch [18][5250/7330] lr: 3.778e-07, eta: 1 day, 4:15:41, time: 0.733, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0280, loss_cls: 0.1574, acc: 94.2153, loss_bbox: 0.2073, loss_mask: 0.2121, loss: 0.6258 +2022-09-22 03:22:26,509 - mmdet - INFO - Epoch [18][5300/7330] lr: 3.778e-07, eta: 1 day, 4:15:02, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0338, loss_cls: 0.1655, acc: 94.0039, loss_bbox: 0.2116, loss_mask: 0.2215, loss: 0.6556 +2022-09-22 03:23:03,262 - mmdet - INFO - Epoch [18][5350/7330] lr: 3.778e-07, eta: 1 day, 4:14:23, time: 0.734, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0323, loss_cls: 0.1683, acc: 93.9006, loss_bbox: 0.2151, loss_mask: 0.2213, loss: 0.6617 +2022-09-22 03:23:40,110 - mmdet - INFO - Epoch [18][5400/7330] lr: 3.778e-07, eta: 1 day, 4:13:44, time: 0.738, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0313, loss_cls: 0.1617, acc: 94.1416, loss_bbox: 0.2078, loss_mask: 0.2158, loss: 0.6376 +2022-09-22 03:24:16,907 - mmdet - INFO - Epoch [18][5450/7330] lr: 3.778e-07, eta: 1 day, 4:13:05, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0322, loss_cls: 0.1544, acc: 94.3054, loss_bbox: 0.2017, loss_mask: 0.2145, loss: 0.6243 +2022-09-22 03:24:53,586 - mmdet - INFO - Epoch [18][5500/7330] lr: 3.778e-07, eta: 1 day, 4:12:25, time: 0.730, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0319, loss_cls: 0.1604, acc: 94.0593, loss_bbox: 0.2100, loss_mask: 0.2131, loss: 0.6372 +2022-09-22 03:25:30,135 - mmdet - INFO - Epoch [18][5550/7330] lr: 3.778e-07, eta: 1 day, 4:11:46, time: 0.735, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0322, loss_cls: 0.1661, acc: 93.9880, loss_bbox: 0.2131, loss_mask: 0.2197, loss: 0.6543 +2022-09-22 03:26:07,392 - mmdet - INFO - Epoch [18][5600/7330] lr: 3.778e-07, eta: 1 day, 4:11:07, time: 0.745, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0316, loss_cls: 0.1662, acc: 93.9399, loss_bbox: 0.2125, loss_mask: 0.2130, loss: 0.6476 +2022-09-22 03:26:44,623 - mmdet - INFO - Epoch [18][5650/7330] lr: 3.778e-07, eta: 1 day, 4:10:29, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0322, loss_cls: 0.1595, acc: 94.1875, loss_bbox: 0.2091, loss_mask: 0.2133, loss: 0.6370 +2022-09-22 03:27:21,661 - mmdet - INFO - Epoch [18][5700/7330] lr: 3.778e-07, eta: 1 day, 4:09:50, time: 0.741, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0320, loss_cls: 0.1604, acc: 94.0938, loss_bbox: 0.2061, loss_mask: 0.2118, loss: 0.6335 +2022-09-22 03:27:59,115 - mmdet - INFO - Epoch [18][5750/7330] lr: 3.778e-07, eta: 1 day, 4:09:11, time: 0.748, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0306, loss_cls: 0.1593, acc: 94.2139, loss_bbox: 0.2062, loss_mask: 0.2113, loss: 0.6281 +2022-09-22 03:28:36,892 - mmdet - INFO - Epoch [18][5800/7330] lr: 3.778e-07, eta: 1 day, 4:08:33, time: 0.757, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0345, loss_cls: 0.1683, acc: 93.8540, loss_bbox: 0.2205, loss_mask: 0.2204, loss: 0.6661 +2022-09-22 03:29:14,041 - mmdet - INFO - Epoch [18][5850/7330] lr: 3.778e-07, eta: 1 day, 4:07:54, time: 0.743, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0298, loss_cls: 0.1596, acc: 94.2026, loss_bbox: 0.2094, loss_mask: 0.2152, loss: 0.6351 +2022-09-22 03:29:51,607 - mmdet - INFO - Epoch [18][5900/7330] lr: 3.778e-07, eta: 1 day, 4:07:16, time: 0.750, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0330, loss_cls: 0.1639, acc: 94.0671, loss_bbox: 0.2104, loss_mask: 0.2116, loss: 0.6437 +2022-09-22 03:30:28,405 - mmdet - INFO - Epoch [18][5950/7330] lr: 3.778e-07, eta: 1 day, 4:06:37, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0321, loss_cls: 0.1610, acc: 94.0994, loss_bbox: 0.2063, loss_mask: 0.2164, loss: 0.6383 +2022-09-22 03:31:05,195 - mmdet - INFO - Epoch [18][6000/7330] lr: 3.778e-07, eta: 1 day, 4:05:58, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0329, loss_cls: 0.1624, acc: 93.9536, loss_bbox: 0.2134, loss_mask: 0.2193, loss: 0.6523 +2022-09-22 03:31:42,145 - mmdet - INFO - Epoch [18][6050/7330] lr: 3.778e-07, eta: 1 day, 4:05:19, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0330, loss_cls: 0.1567, acc: 94.2341, loss_bbox: 0.2055, loss_mask: 0.2114, loss: 0.6300 +2022-09-22 03:32:19,268 - mmdet - INFO - Epoch [18][6100/7330] lr: 3.778e-07, eta: 1 day, 4:04:40, time: 0.742, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0330, loss_cls: 0.1544, acc: 94.3425, loss_bbox: 0.1970, loss_mask: 0.2118, loss: 0.6164 +2022-09-22 03:32:55,936 - mmdet - INFO - Epoch [18][6150/7330] lr: 3.778e-07, eta: 1 day, 4:04:01, time: 0.733, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0316, loss_cls: 0.1595, acc: 94.2439, loss_bbox: 0.2047, loss_mask: 0.2126, loss: 0.6299 +2022-09-22 03:33:33,076 - mmdet - INFO - Epoch [18][6200/7330] lr: 3.778e-07, eta: 1 day, 4:03:22, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0320, loss_cls: 0.1648, acc: 94.0237, loss_bbox: 0.2147, loss_mask: 0.2190, loss: 0.6546 +2022-09-22 03:34:10,730 - mmdet - INFO - Epoch [18][6250/7330] lr: 3.778e-07, eta: 1 day, 4:02:44, time: 0.753, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0333, loss_cls: 0.1656, acc: 93.9065, loss_bbox: 0.2119, loss_mask: 0.2192, loss: 0.6564 +2022-09-22 03:34:47,592 - mmdet - INFO - Epoch [18][6300/7330] lr: 3.778e-07, eta: 1 day, 4:02:05, time: 0.736, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0317, loss_cls: 0.1493, acc: 94.5449, loss_bbox: 0.1936, loss_mask: 0.2151, loss: 0.6134 +2022-09-22 03:35:24,907 - mmdet - INFO - Epoch [18][6350/7330] lr: 3.778e-07, eta: 1 day, 4:01:26, time: 0.747, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0339, loss_cls: 0.1600, acc: 94.1587, loss_bbox: 0.2093, loss_mask: 0.2173, loss: 0.6438 +2022-09-22 03:36:02,168 - mmdet - INFO - Epoch [18][6400/7330] lr: 3.778e-07, eta: 1 day, 4:00:47, time: 0.744, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0322, loss_cls: 0.1649, acc: 94.0029, loss_bbox: 0.2147, loss_mask: 0.2180, loss: 0.6537 +2022-09-22 03:36:39,523 - mmdet - INFO - Epoch [18][6450/7330] lr: 3.778e-07, eta: 1 day, 4:00:09, time: 0.748, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0331, loss_cls: 0.1687, acc: 93.7795, loss_bbox: 0.2151, loss_mask: 0.2178, loss: 0.6590 +2022-09-22 03:37:17,113 - mmdet - INFO - Epoch [18][6500/7330] lr: 3.778e-07, eta: 1 day, 3:59:31, time: 0.752, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0335, loss_cls: 0.1635, acc: 93.9995, loss_bbox: 0.2138, loss_mask: 0.2270, loss: 0.6624 +2022-09-22 03:37:54,476 - mmdet - INFO - Epoch [18][6550/7330] lr: 3.778e-07, eta: 1 day, 3:58:52, time: 0.747, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0315, loss_cls: 0.1527, acc: 94.4204, loss_bbox: 0.1995, loss_mask: 0.2145, loss: 0.6196 +2022-09-22 03:38:31,550 - mmdet - INFO - Epoch [18][6600/7330] lr: 3.778e-07, eta: 1 day, 3:58:13, time: 0.741, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0356, loss_cls: 0.1685, acc: 93.9280, loss_bbox: 0.2134, loss_mask: 0.2104, loss: 0.6546 +2022-09-22 03:39:08,750 - mmdet - INFO - Epoch [18][6650/7330] lr: 3.778e-07, eta: 1 day, 3:57:35, time: 0.744, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0330, loss_cls: 0.1646, acc: 93.9277, loss_bbox: 0.2141, loss_mask: 0.2158, loss: 0.6512 +2022-09-22 03:39:45,731 - mmdet - INFO - Epoch [18][6700/7330] lr: 3.778e-07, eta: 1 day, 3:56:56, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0312, loss_cls: 0.1549, acc: 94.3740, loss_bbox: 0.2026, loss_mask: 0.2165, loss: 0.6304 +2022-09-22 03:40:23,130 - mmdet - INFO - Epoch [18][6750/7330] lr: 3.778e-07, eta: 1 day, 3:56:17, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0346, loss_cls: 0.1609, acc: 94.0830, loss_bbox: 0.2097, loss_mask: 0.2226, loss: 0.6536 +2022-09-22 03:41:00,236 - mmdet - INFO - Epoch [18][6800/7330] lr: 3.778e-07, eta: 1 day, 3:55:38, time: 0.743, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0332, loss_cls: 0.1632, acc: 94.0349, loss_bbox: 0.2111, loss_mask: 0.2200, loss: 0.6493 +2022-09-22 03:41:37,322 - mmdet - INFO - Epoch [18][6850/7330] lr: 3.778e-07, eta: 1 day, 3:54:59, time: 0.742, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0322, loss_cls: 0.1638, acc: 93.9958, loss_bbox: 0.2093, loss_mask: 0.2165, loss: 0.6459 +2022-09-22 03:42:13,904 - mmdet - INFO - Epoch [18][6900/7330] lr: 3.778e-07, eta: 1 day, 3:54:20, time: 0.731, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0314, loss_cls: 0.1594, acc: 94.2231, loss_bbox: 0.2032, loss_mask: 0.2160, loss: 0.6326 +2022-09-22 03:42:50,942 - mmdet - INFO - Epoch [18][6950/7330] lr: 3.778e-07, eta: 1 day, 3:53:41, time: 0.742, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0338, loss_cls: 0.1689, acc: 93.7393, loss_bbox: 0.2167, loss_mask: 0.2229, loss: 0.6672 +2022-09-22 03:43:28,151 - mmdet - INFO - Epoch [18][7000/7330] lr: 3.778e-07, eta: 1 day, 3:53:03, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0334, loss_cls: 0.1625, acc: 93.9951, loss_bbox: 0.2115, loss_mask: 0.2152, loss: 0.6477 +2022-09-22 03:44:05,543 - mmdet - INFO - Epoch [18][7050/7330] lr: 3.778e-07, eta: 1 day, 3:52:24, time: 0.748, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0315, loss_cls: 0.1594, acc: 94.1870, loss_bbox: 0.2082, loss_mask: 0.2169, loss: 0.6388 +2022-09-22 03:44:43,412 - mmdet - INFO - Epoch [18][7100/7330] lr: 3.778e-07, eta: 1 day, 3:51:46, time: 0.756, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0334, loss_cls: 0.1592, acc: 94.2043, loss_bbox: 0.2106, loss_mask: 0.2170, loss: 0.6430 +2022-09-22 03:45:20,628 - mmdet - INFO - Epoch [18][7150/7330] lr: 3.778e-07, eta: 1 day, 3:51:07, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0309, loss_cls: 0.1506, acc: 94.4641, loss_bbox: 0.1978, loss_mask: 0.2160, loss: 0.6150 +2022-09-22 03:45:58,204 - mmdet - INFO - Epoch [18][7200/7330] lr: 3.778e-07, eta: 1 day, 3:50:29, time: 0.752, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0314, loss_cls: 0.1557, acc: 94.3459, loss_bbox: 0.2021, loss_mask: 0.2135, loss: 0.6265 +2022-09-22 03:46:35,897 - mmdet - INFO - Epoch [18][7250/7330] lr: 3.778e-07, eta: 1 day, 3:49:51, time: 0.754, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0331, loss_cls: 0.1585, acc: 94.1689, loss_bbox: 0.2112, loss_mask: 0.2168, loss: 0.6431 +2022-09-22 03:47:12,964 - mmdet - INFO - Epoch [18][7300/7330] lr: 3.778e-07, eta: 1 day, 3:49:12, time: 0.741, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0320, loss_cls: 0.1612, acc: 94.0710, loss_bbox: 0.2094, loss_mask: 0.2114, loss: 0.6371 +2022-09-22 03:47:44,705 - mmdet - INFO - Saving checkpoint at 18 epochs +2022-09-22 03:49:56,269 - mmdet - INFO - Evaluating bbox... +2022-09-22 03:50:26,138 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.495 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.724 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.544 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.343 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.535 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.637 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.617 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.617 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.617 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.456 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.660 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.760 + +2022-09-22 03:50:26,139 - mmdet - INFO - Evaluating segm... +2022-09-22 03:50:56,787 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.442 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.692 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.473 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.255 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.476 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.643 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.556 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.556 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.556 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.389 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.597 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.725 + +2022-09-22 03:50:57,481 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 03:50:57,482 - mmdet - INFO - Epoch(val) [18][625] bbox_mAP: 0.4950, bbox_mAP_50: 0.7240, bbox_mAP_75: 0.5440, bbox_mAP_s: 0.3430, bbox_mAP_m: 0.5350, bbox_mAP_l: 0.6370, bbox_mAP_copypaste: 0.495 0.724 0.544 0.343 0.535 0.637, segm_mAP: 0.4420, segm_mAP_50: 0.6920, segm_mAP_75: 0.4730, segm_mAP_s: 0.2550, segm_mAP_m: 0.4760, segm_mAP_l: 0.6430, segm_mAP_copypaste: 0.442 0.692 0.473 0.255 0.476 0.643 +2022-09-22 03:52:57,764 - mmdet - INFO - Epoch [19][50/7330] lr: 3.778e-07, eta: 1 day, 3:49:11, time: 2.405, data_time: 1.666, memory: 54023, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0301, loss_cls: 0.1473, acc: 94.5862, loss_bbox: 0.1978, loss_mask: 0.2140, loss: 0.6107 +2022-09-22 03:53:35,345 - mmdet - INFO - Epoch [19][100/7330] lr: 3.778e-07, eta: 1 day, 3:48:32, time: 0.752, data_time: 0.025, memory: 54023, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0325, loss_cls: 0.1620, acc: 94.0137, loss_bbox: 0.2145, loss_mask: 0.2136, loss: 0.6445 +2022-09-22 03:54:13,222 - mmdet - INFO - Epoch [19][150/7330] lr: 3.778e-07, eta: 1 day, 3:47:54, time: 0.758, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0290, loss_cls: 0.1488, acc: 94.5127, loss_bbox: 0.1959, loss_mask: 0.2102, loss: 0.6044 +2022-09-22 03:54:50,798 - mmdet - INFO - Epoch [19][200/7330] lr: 3.778e-07, eta: 1 day, 3:47:16, time: 0.751, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0321, loss_cls: 0.1568, acc: 94.1658, loss_bbox: 0.2063, loss_mask: 0.2137, loss: 0.6307 +2022-09-22 03:55:27,762 - mmdet - INFO - Epoch [19][250/7330] lr: 3.778e-07, eta: 1 day, 3:46:37, time: 0.739, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0339, loss_cls: 0.1590, acc: 94.1997, loss_bbox: 0.2083, loss_mask: 0.2138, loss: 0.6408 +2022-09-22 03:56:04,743 - mmdet - INFO - Epoch [19][300/7330] lr: 3.778e-07, eta: 1 day, 3:45:58, time: 0.740, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0307, loss_cls: 0.1516, acc: 94.3879, loss_bbox: 0.2032, loss_mask: 0.2142, loss: 0.6226 +2022-09-22 03:56:41,710 - mmdet - INFO - Epoch [19][350/7330] lr: 3.778e-07, eta: 1 day, 3:45:19, time: 0.739, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0306, loss_cls: 0.1543, acc: 94.2976, loss_bbox: 0.2029, loss_mask: 0.2111, loss: 0.6217 +2022-09-22 03:57:19,323 - mmdet - INFO - Epoch [19][400/7330] lr: 3.778e-07, eta: 1 day, 3:44:41, time: 0.752, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0334, loss_cls: 0.1576, acc: 94.0935, loss_bbox: 0.2133, loss_mask: 0.2186, loss: 0.6444 +2022-09-22 03:57:56,753 - mmdet - INFO - Epoch [19][450/7330] lr: 3.778e-07, eta: 1 day, 3:44:02, time: 0.746, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0316, loss_cls: 0.1517, acc: 94.3940, loss_bbox: 0.2015, loss_mask: 0.2169, loss: 0.6224 +2022-09-22 03:58:33,904 - mmdet - INFO - Epoch [19][500/7330] lr: 3.778e-07, eta: 1 day, 3:43:24, time: 0.745, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0307, loss_cls: 0.1570, acc: 94.3076, loss_bbox: 0.2045, loss_mask: 0.2123, loss: 0.6260 +2022-09-22 03:59:11,444 - mmdet - INFO - Epoch [19][550/7330] lr: 3.778e-07, eta: 1 day, 3:42:45, time: 0.751, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0296, loss_cls: 0.1550, acc: 94.3176, loss_bbox: 0.2033, loss_mask: 0.2135, loss: 0.6226 +2022-09-22 03:59:48,861 - mmdet - INFO - Epoch [19][600/7330] lr: 3.778e-07, eta: 1 day, 3:42:07, time: 0.748, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0316, loss_cls: 0.1629, acc: 94.0745, loss_bbox: 0.2080, loss_mask: 0.2078, loss: 0.6317 +2022-09-22 04:00:26,430 - mmdet - INFO - Epoch [19][650/7330] lr: 3.778e-07, eta: 1 day, 3:41:28, time: 0.750, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0316, loss_cls: 0.1566, acc: 94.2830, loss_bbox: 0.2086, loss_mask: 0.2143, loss: 0.6333 +2022-09-22 04:01:03,473 - mmdet - INFO - Epoch [19][700/7330] lr: 3.778e-07, eta: 1 day, 3:40:49, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0320, loss_cls: 0.1602, acc: 94.1189, loss_bbox: 0.2152, loss_mask: 0.2130, loss: 0.6419 +2022-09-22 04:01:40,348 - mmdet - INFO - Epoch [19][750/7330] lr: 3.778e-07, eta: 1 day, 3:40:10, time: 0.738, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0301, loss_cls: 0.1503, acc: 94.4148, loss_bbox: 0.2015, loss_mask: 0.2077, loss: 0.6099 +2022-09-22 04:02:17,833 - mmdet - INFO - Epoch [19][800/7330] lr: 3.778e-07, eta: 1 day, 3:39:32, time: 0.750, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0314, loss_cls: 0.1566, acc: 94.3450, loss_bbox: 0.2066, loss_mask: 0.2162, loss: 0.6346 +2022-09-22 04:02:55,166 - mmdet - INFO - Epoch [19][850/7330] lr: 3.778e-07, eta: 1 day, 3:38:53, time: 0.747, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0321, loss_cls: 0.1615, acc: 94.0408, loss_bbox: 0.2116, loss_mask: 0.2178, loss: 0.6446 +2022-09-22 04:03:32,422 - mmdet - INFO - Epoch [19][900/7330] lr: 3.778e-07, eta: 1 day, 3:38:15, time: 0.745, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0308, loss_cls: 0.1572, acc: 94.1924, loss_bbox: 0.2068, loss_mask: 0.2154, loss: 0.6306 +2022-09-22 04:04:09,340 - mmdet - INFO - Epoch [19][950/7330] lr: 3.778e-07, eta: 1 day, 3:37:36, time: 0.738, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0310, loss_cls: 0.1563, acc: 94.3113, loss_bbox: 0.2055, loss_mask: 0.2155, loss: 0.6311 +2022-09-22 04:04:46,702 - mmdet - INFO - Epoch [19][1000/7330] lr: 3.778e-07, eta: 1 day, 3:36:57, time: 0.747, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0328, loss_cls: 0.1533, acc: 94.3977, loss_bbox: 0.2042, loss_mask: 0.2129, loss: 0.6251 +2022-09-22 04:05:23,292 - mmdet - INFO - Epoch [19][1050/7330] lr: 3.778e-07, eta: 1 day, 3:36:18, time: 0.732, data_time: 0.013, memory: 54023, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0295, loss_cls: 0.1513, acc: 94.4443, loss_bbox: 0.1966, loss_mask: 0.2098, loss: 0.6090 +2022-09-22 04:05:59,812 - mmdet - INFO - Epoch [19][1100/7330] lr: 3.778e-07, eta: 1 day, 3:35:38, time: 0.730, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0296, loss_cls: 0.1511, acc: 94.4080, loss_bbox: 0.1972, loss_mask: 0.2079, loss: 0.6065 +2022-09-22 04:06:37,172 - mmdet - INFO - Epoch [19][1150/7330] lr: 3.778e-07, eta: 1 day, 3:35:00, time: 0.747, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0346, loss_cls: 0.1645, acc: 93.9910, loss_bbox: 0.2162, loss_mask: 0.2212, loss: 0.6607 +2022-09-22 04:07:14,107 - mmdet - INFO - Epoch [19][1200/7330] lr: 3.778e-07, eta: 1 day, 3:34:21, time: 0.739, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0331, loss_cls: 0.1685, acc: 93.7864, loss_bbox: 0.2161, loss_mask: 0.2179, loss: 0.6591 +2022-09-22 04:07:51,146 - mmdet - INFO - Epoch [19][1250/7330] lr: 3.778e-07, eta: 1 day, 3:33:42, time: 0.741, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0313, loss_cls: 0.1588, acc: 94.0698, loss_bbox: 0.2123, loss_mask: 0.2181, loss: 0.6428 +2022-09-22 04:08:28,188 - mmdet - INFO - Epoch [19][1300/7330] lr: 3.778e-07, eta: 1 day, 3:33:03, time: 0.741, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0330, loss_cls: 0.1597, acc: 94.1624, loss_bbox: 0.2078, loss_mask: 0.2105, loss: 0.6356 +2022-09-22 04:09:05,000 - mmdet - INFO - Epoch [19][1350/7330] lr: 3.778e-07, eta: 1 day, 3:32:24, time: 0.735, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0326, loss_cls: 0.1588, acc: 94.1750, loss_bbox: 0.2081, loss_mask: 0.2157, loss: 0.6364 +2022-09-22 04:09:42,290 - mmdet - INFO - Epoch [19][1400/7330] lr: 3.778e-07, eta: 1 day, 3:31:46, time: 0.747, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0313, loss_cls: 0.1574, acc: 94.2239, loss_bbox: 0.2080, loss_mask: 0.2159, loss: 0.6347 +2022-09-22 04:10:19,827 - mmdet - INFO - Epoch [19][1450/7330] lr: 3.778e-07, eta: 1 day, 3:31:07, time: 0.751, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0329, loss_cls: 0.1621, acc: 94.0234, loss_bbox: 0.2136, loss_mask: 0.2184, loss: 0.6496 +2022-09-22 04:10:57,574 - mmdet - INFO - Epoch [19][1500/7330] lr: 3.778e-07, eta: 1 day, 3:30:29, time: 0.754, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0341, loss_cls: 0.1662, acc: 93.8462, loss_bbox: 0.2136, loss_mask: 0.2187, loss: 0.6558 +2022-09-22 04:11:35,514 - mmdet - INFO - Epoch [19][1550/7330] lr: 3.778e-07, eta: 1 day, 3:29:51, time: 0.759, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0302, loss_cls: 0.1511, acc: 94.5171, loss_bbox: 0.1949, loss_mask: 0.2099, loss: 0.6068 +2022-09-22 04:12:12,998 - mmdet - INFO - Epoch [19][1600/7330] lr: 3.778e-07, eta: 1 day, 3:29:13, time: 0.750, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0315, loss_cls: 0.1600, acc: 94.0850, loss_bbox: 0.2090, loss_mask: 0.2134, loss: 0.6358 +2022-09-22 04:12:49,245 - mmdet - INFO - Epoch [19][1650/7330] lr: 3.778e-07, eta: 1 day, 3:28:33, time: 0.725, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0318, loss_cls: 0.1585, acc: 94.1372, loss_bbox: 0.2109, loss_mask: 0.2159, loss: 0.6374 +2022-09-22 04:13:26,745 - mmdet - INFO - Epoch [19][1700/7330] lr: 3.778e-07, eta: 1 day, 3:27:55, time: 0.750, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0329, loss_cls: 0.1661, acc: 93.8562, loss_bbox: 0.2178, loss_mask: 0.2139, loss: 0.6525 +2022-09-22 04:14:03,349 - mmdet - INFO - Epoch [19][1750/7330] lr: 3.778e-07, eta: 1 day, 3:27:15, time: 0.732, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0304, loss_cls: 0.1563, acc: 94.3284, loss_bbox: 0.2003, loss_mask: 0.2101, loss: 0.6185 +2022-09-22 04:14:39,988 - mmdet - INFO - Epoch [19][1800/7330] lr: 3.778e-07, eta: 1 day, 3:26:36, time: 0.732, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0336, loss_cls: 0.1609, acc: 94.0969, loss_bbox: 0.2093, loss_mask: 0.2107, loss: 0.6379 +2022-09-22 04:15:16,935 - mmdet - INFO - Epoch [19][1850/7330] lr: 3.778e-07, eta: 1 day, 3:25:57, time: 0.740, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0315, loss_cls: 0.1578, acc: 94.2534, loss_bbox: 0.2017, loss_mask: 0.2059, loss: 0.6211 +2022-09-22 04:15:54,492 - mmdet - INFO - Epoch [19][1900/7330] lr: 3.778e-07, eta: 1 day, 3:25:19, time: 0.751, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0321, loss_cls: 0.1575, acc: 94.2878, loss_bbox: 0.2011, loss_mask: 0.2082, loss: 0.6216 +2022-09-22 04:16:31,938 - mmdet - INFO - Epoch [19][1950/7330] lr: 3.778e-07, eta: 1 day, 3:24:40, time: 0.749, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0360, loss_cls: 0.1688, acc: 93.7810, loss_bbox: 0.2212, loss_mask: 0.2198, loss: 0.6714 +2022-09-22 04:17:08,609 - mmdet - INFO - Epoch [19][2000/7330] lr: 3.778e-07, eta: 1 day, 3:24:01, time: 0.733, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0331, loss_cls: 0.1590, acc: 94.1497, loss_bbox: 0.2069, loss_mask: 0.2136, loss: 0.6352 +2022-09-22 04:17:46,254 - mmdet - INFO - Epoch [19][2050/7330] lr: 3.778e-07, eta: 1 day, 3:23:23, time: 0.752, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0322, loss_cls: 0.1507, acc: 94.4119, loss_bbox: 0.2007, loss_mask: 0.2098, loss: 0.6143 +2022-09-22 04:18:23,754 - mmdet - INFO - Epoch [19][2100/7330] lr: 3.778e-07, eta: 1 day, 3:22:44, time: 0.750, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0318, loss_cls: 0.1488, acc: 94.5269, loss_bbox: 0.1972, loss_mask: 0.2140, loss: 0.6132 +2022-09-22 04:19:00,605 - mmdet - INFO - Epoch [19][2150/7330] lr: 3.778e-07, eta: 1 day, 3:22:05, time: 0.738, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0332, loss_cls: 0.1597, acc: 94.1216, loss_bbox: 0.2093, loss_mask: 0.2155, loss: 0.6412 +2022-09-22 04:19:37,841 - mmdet - INFO - Epoch [19][2200/7330] lr: 3.778e-07, eta: 1 day, 3:21:27, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0306, loss_cls: 0.1582, acc: 94.2456, loss_bbox: 0.2018, loss_mask: 0.2098, loss: 0.6220 +2022-09-22 04:20:14,527 - mmdet - INFO - Epoch [19][2250/7330] lr: 3.778e-07, eta: 1 day, 3:20:48, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0301, loss_cls: 0.1578, acc: 94.2703, loss_bbox: 0.2013, loss_mask: 0.2099, loss: 0.6216 +2022-09-22 04:20:51,799 - mmdet - INFO - Epoch [19][2300/7330] lr: 3.778e-07, eta: 1 day, 3:20:09, time: 0.745, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0338, loss_cls: 0.1684, acc: 93.8262, loss_bbox: 0.2112, loss_mask: 0.2167, loss: 0.6558 +2022-09-22 04:21:29,431 - mmdet - INFO - Epoch [19][2350/7330] lr: 3.778e-07, eta: 1 day, 3:19:31, time: 0.753, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0318, loss_cls: 0.1584, acc: 94.2991, loss_bbox: 0.2008, loss_mask: 0.2126, loss: 0.6263 +2022-09-22 04:22:07,266 - mmdet - INFO - Epoch [19][2400/7330] lr: 3.778e-07, eta: 1 day, 3:18:53, time: 0.756, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0342, loss_cls: 0.1692, acc: 93.7192, loss_bbox: 0.2190, loss_mask: 0.2137, loss: 0.6607 +2022-09-22 04:22:44,434 - mmdet - INFO - Epoch [19][2450/7330] lr: 3.778e-07, eta: 1 day, 3:18:14, time: 0.744, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0312, loss_cls: 0.1637, acc: 94.0049, loss_bbox: 0.2080, loss_mask: 0.2149, loss: 0.6402 +2022-09-22 04:23:22,147 - mmdet - INFO - Epoch [19][2500/7330] lr: 3.778e-07, eta: 1 day, 3:17:36, time: 0.754, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0356, loss_cls: 0.1649, acc: 93.8967, loss_bbox: 0.2187, loss_mask: 0.2189, loss: 0.6625 +2022-09-22 04:23:58,811 - mmdet - INFO - Epoch [19][2550/7330] lr: 3.778e-07, eta: 1 day, 3:16:57, time: 0.733, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0320, loss_cls: 0.1592, acc: 94.1565, loss_bbox: 0.2077, loss_mask: 0.2127, loss: 0.6336 +2022-09-22 04:24:35,816 - mmdet - INFO - Epoch [19][2600/7330] lr: 3.778e-07, eta: 1 day, 3:16:18, time: 0.740, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0281, loss_cls: 0.1535, acc: 94.3472, loss_bbox: 0.1969, loss_mask: 0.2135, loss: 0.6136 +2022-09-22 04:25:12,887 - mmdet - INFO - Epoch [19][2650/7330] lr: 3.778e-07, eta: 1 day, 3:15:39, time: 0.742, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0316, loss_cls: 0.1603, acc: 94.0850, loss_bbox: 0.2074, loss_mask: 0.2174, loss: 0.6379 +2022-09-22 04:25:50,082 - mmdet - INFO - Epoch [19][2700/7330] lr: 3.778e-07, eta: 1 day, 3:15:00, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0328, loss_cls: 0.1624, acc: 93.9751, loss_bbox: 0.2129, loss_mask: 0.2136, loss: 0.6440 +2022-09-22 04:26:26,514 - mmdet - INFO - Epoch [19][2750/7330] lr: 3.778e-07, eta: 1 day, 3:14:21, time: 0.729, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0322, loss_cls: 0.1611, acc: 94.1323, loss_bbox: 0.2071, loss_mask: 0.2124, loss: 0.6373 +2022-09-22 04:27:04,483 - mmdet - INFO - Epoch [19][2800/7330] lr: 3.778e-07, eta: 1 day, 3:13:43, time: 0.759, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0323, loss_cls: 0.1648, acc: 93.9409, loss_bbox: 0.2118, loss_mask: 0.2083, loss: 0.6405 +2022-09-22 04:27:41,675 - mmdet - INFO - Epoch [19][2850/7330] lr: 3.778e-07, eta: 1 day, 3:13:04, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0313, loss_cls: 0.1588, acc: 94.1741, loss_bbox: 0.2113, loss_mask: 0.2192, loss: 0.6423 +2022-09-22 04:28:18,540 - mmdet - INFO - Epoch [19][2900/7330] lr: 3.778e-07, eta: 1 day, 3:12:25, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0325, loss_cls: 0.1632, acc: 94.0356, loss_bbox: 0.2092, loss_mask: 0.2161, loss: 0.6439 +2022-09-22 04:28:55,717 - mmdet - INFO - Epoch [19][2950/7330] lr: 3.778e-07, eta: 1 day, 3:11:46, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0325, loss_cls: 0.1532, acc: 94.3645, loss_bbox: 0.2027, loss_mask: 0.2106, loss: 0.6213 +2022-09-22 04:29:32,496 - mmdet - INFO - Epoch [19][3000/7330] lr: 3.778e-07, eta: 1 day, 3:11:07, time: 0.736, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0312, loss_cls: 0.1580, acc: 94.2229, loss_bbox: 0.2022, loss_mask: 0.2118, loss: 0.6243 +2022-09-22 04:30:09,202 - mmdet - INFO - Epoch [19][3050/7330] lr: 3.778e-07, eta: 1 day, 3:10:28, time: 0.734, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0294, loss_cls: 0.1520, acc: 94.4263, loss_bbox: 0.2031, loss_mask: 0.2128, loss: 0.6180 +2022-09-22 04:30:45,774 - mmdet - INFO - Epoch [19][3100/7330] lr: 3.778e-07, eta: 1 day, 3:09:49, time: 0.731, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0314, loss_cls: 0.1606, acc: 94.0732, loss_bbox: 0.2057, loss_mask: 0.2174, loss: 0.6373 +2022-09-22 04:31:23,047 - mmdet - INFO - Epoch [19][3150/7330] lr: 3.778e-07, eta: 1 day, 3:09:10, time: 0.745, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0315, loss_cls: 0.1549, acc: 94.2454, loss_bbox: 0.2051, loss_mask: 0.2168, loss: 0.6294 +2022-09-22 04:31:59,330 - mmdet - INFO - Epoch [19][3200/7330] lr: 3.778e-07, eta: 1 day, 3:08:31, time: 0.725, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0315, loss_cls: 0.1644, acc: 94.0156, loss_bbox: 0.2087, loss_mask: 0.2147, loss: 0.6419 +2022-09-22 04:32:36,385 - mmdet - INFO - Epoch [19][3250/7330] lr: 3.778e-07, eta: 1 day, 3:07:52, time: 0.742, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0326, loss_cls: 0.1612, acc: 94.0156, loss_bbox: 0.2060, loss_mask: 0.2153, loss: 0.6366 +2022-09-22 04:33:13,159 - mmdet - INFO - Epoch [19][3300/7330] lr: 3.778e-07, eta: 1 day, 3:07:13, time: 0.735, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0298, loss_cls: 0.1545, acc: 94.3142, loss_bbox: 0.2009, loss_mask: 0.2108, loss: 0.6177 +2022-09-22 04:33:50,887 - mmdet - INFO - Epoch [19][3350/7330] lr: 3.778e-07, eta: 1 day, 3:06:35, time: 0.755, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0356, loss_cls: 0.1631, acc: 94.0400, loss_bbox: 0.2137, loss_mask: 0.2170, loss: 0.6528 +2022-09-22 04:34:27,623 - mmdet - INFO - Epoch [19][3400/7330] lr: 3.778e-07, eta: 1 day, 3:05:56, time: 0.735, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0304, loss_cls: 0.1563, acc: 94.3052, loss_bbox: 0.1983, loss_mask: 0.2057, loss: 0.6115 +2022-09-22 04:35:04,413 - mmdet - INFO - Epoch [19][3450/7330] lr: 3.778e-07, eta: 1 day, 3:05:17, time: 0.736, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0318, loss_cls: 0.1592, acc: 94.1958, loss_bbox: 0.2012, loss_mask: 0.2105, loss: 0.6275 +2022-09-22 04:35:41,160 - mmdet - INFO - Epoch [19][3500/7330] lr: 3.778e-07, eta: 1 day, 3:04:38, time: 0.735, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0310, loss_cls: 0.1591, acc: 94.2427, loss_bbox: 0.2040, loss_mask: 0.2181, loss: 0.6344 +2022-09-22 04:36:18,035 - mmdet - INFO - Epoch [19][3550/7330] lr: 3.778e-07, eta: 1 day, 3:03:59, time: 0.737, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0295, loss_cls: 0.1451, acc: 94.5935, loss_bbox: 0.1954, loss_mask: 0.2085, loss: 0.5996 +2022-09-22 04:36:54,902 - mmdet - INFO - Epoch [19][3600/7330] lr: 3.778e-07, eta: 1 day, 3:03:20, time: 0.738, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0313, loss_cls: 0.1635, acc: 94.0417, loss_bbox: 0.2112, loss_mask: 0.2124, loss: 0.6402 +2022-09-22 04:37:32,405 - mmdet - INFO - Epoch [19][3650/7330] lr: 3.778e-07, eta: 1 day, 3:02:41, time: 0.750, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0292, loss_cls: 0.1556, acc: 94.2983, loss_bbox: 0.2020, loss_mask: 0.2138, loss: 0.6207 +2022-09-22 04:38:08,625 - mmdet - INFO - Epoch [19][3700/7330] lr: 3.778e-07, eta: 1 day, 3:02:02, time: 0.724, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0297, loss_cls: 0.1543, acc: 94.3645, loss_bbox: 0.1971, loss_mask: 0.2097, loss: 0.6121 +2022-09-22 04:38:45,700 - mmdet - INFO - Epoch [19][3750/7330] lr: 3.778e-07, eta: 1 day, 3:01:23, time: 0.741, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0298, loss_cls: 0.1520, acc: 94.3679, loss_bbox: 0.1993, loss_mask: 0.2120, loss: 0.6137 +2022-09-22 04:39:22,828 - mmdet - INFO - Epoch [19][3800/7330] lr: 3.778e-07, eta: 1 day, 3:00:44, time: 0.743, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0325, loss_cls: 0.1571, acc: 94.1951, loss_bbox: 0.2093, loss_mask: 0.2191, loss: 0.6412 +2022-09-22 04:40:00,873 - mmdet - INFO - Epoch [19][3850/7330] lr: 3.778e-07, eta: 1 day, 3:00:06, time: 0.761, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0305, loss_cls: 0.1483, acc: 94.5696, loss_bbox: 0.1953, loss_mask: 0.2029, loss: 0.5969 +2022-09-22 04:40:37,752 - mmdet - INFO - Epoch [19][3900/7330] lr: 3.778e-07, eta: 1 day, 2:59:27, time: 0.738, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0324, loss_cls: 0.1587, acc: 94.1362, loss_bbox: 0.2105, loss_mask: 0.2111, loss: 0.6347 +2022-09-22 04:41:14,771 - mmdet - INFO - Epoch [19][3950/7330] lr: 3.778e-07, eta: 1 day, 2:58:49, time: 0.740, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0291, loss_cls: 0.1487, acc: 94.5483, loss_bbox: 0.1973, loss_mask: 0.2076, loss: 0.6029 +2022-09-22 04:41:51,688 - mmdet - INFO - Epoch [19][4000/7330] lr: 3.778e-07, eta: 1 day, 2:58:10, time: 0.739, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0325, loss_cls: 0.1639, acc: 94.0078, loss_bbox: 0.2086, loss_mask: 0.2147, loss: 0.6426 +2022-09-22 04:42:28,385 - mmdet - INFO - Epoch [19][4050/7330] lr: 3.778e-07, eta: 1 day, 2:57:31, time: 0.734, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0341, loss_cls: 0.1669, acc: 93.8315, loss_bbox: 0.2159, loss_mask: 0.2140, loss: 0.6546 +2022-09-22 04:43:05,599 - mmdet - INFO - Epoch [19][4100/7330] lr: 3.778e-07, eta: 1 day, 2:56:52, time: 0.744, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0336, loss_cls: 0.1594, acc: 94.1746, loss_bbox: 0.2089, loss_mask: 0.2090, loss: 0.6324 +2022-09-22 04:43:43,442 - mmdet - INFO - Epoch [19][4150/7330] lr: 3.778e-07, eta: 1 day, 2:56:14, time: 0.757, data_time: 0.014, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0327, loss_cls: 0.1619, acc: 93.9900, loss_bbox: 0.2107, loss_mask: 0.2115, loss: 0.6397 +2022-09-22 04:44:20,849 - mmdet - INFO - Epoch [19][4200/7330] lr: 3.778e-07, eta: 1 day, 2:55:35, time: 0.748, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0311, loss_cls: 0.1582, acc: 94.2312, loss_bbox: 0.2044, loss_mask: 0.2114, loss: 0.6272 +2022-09-22 04:44:57,394 - mmdet - INFO - Epoch [19][4250/7330] lr: 3.778e-07, eta: 1 day, 2:54:56, time: 0.730, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0326, loss_cls: 0.1655, acc: 93.8665, loss_bbox: 0.2113, loss_mask: 0.2130, loss: 0.6478 +2022-09-22 04:45:34,837 - mmdet - INFO - Epoch [19][4300/7330] lr: 3.778e-07, eta: 1 day, 2:54:18, time: 0.748, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0318, loss_cls: 0.1589, acc: 94.1873, loss_bbox: 0.2053, loss_mask: 0.2103, loss: 0.6268 +2022-09-22 04:46:11,868 - mmdet - INFO - Epoch [19][4350/7330] lr: 3.778e-07, eta: 1 day, 2:53:39, time: 0.742, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0333, loss_cls: 0.1610, acc: 94.0325, loss_bbox: 0.2099, loss_mask: 0.2136, loss: 0.6420 +2022-09-22 04:46:48,636 - mmdet - INFO - Epoch [19][4400/7330] lr: 3.778e-07, eta: 1 day, 2:53:00, time: 0.735, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0312, loss_cls: 0.1547, acc: 94.2939, loss_bbox: 0.2045, loss_mask: 0.2145, loss: 0.6257 +2022-09-22 04:47:24,973 - mmdet - INFO - Epoch [19][4450/7330] lr: 3.778e-07, eta: 1 day, 2:52:21, time: 0.727, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0319, loss_cls: 0.1566, acc: 94.2627, loss_bbox: 0.2079, loss_mask: 0.2140, loss: 0.6314 +2022-09-22 04:48:02,460 - mmdet - INFO - Epoch [19][4500/7330] lr: 3.778e-07, eta: 1 day, 2:51:42, time: 0.750, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0322, loss_cls: 0.1575, acc: 94.1226, loss_bbox: 0.2044, loss_mask: 0.2139, loss: 0.6311 +2022-09-22 04:48:38,917 - mmdet - INFO - Epoch [19][4550/7330] lr: 3.778e-07, eta: 1 day, 2:51:03, time: 0.729, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0312, loss_cls: 0.1605, acc: 94.1799, loss_bbox: 0.2075, loss_mask: 0.2106, loss: 0.6314 +2022-09-22 04:49:15,936 - mmdet - INFO - Epoch [19][4600/7330] lr: 3.778e-07, eta: 1 day, 2:50:24, time: 0.739, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0308, loss_cls: 0.1650, acc: 93.8765, loss_bbox: 0.2159, loss_mask: 0.2228, loss: 0.6557 +2022-09-22 04:49:52,748 - mmdet - INFO - Epoch [19][4650/7330] lr: 3.778e-07, eta: 1 day, 2:49:45, time: 0.737, data_time: 0.021, memory: 54023, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0292, loss_cls: 0.1584, acc: 94.1865, loss_bbox: 0.2032, loss_mask: 0.2134, loss: 0.6243 +2022-09-22 04:50:28,997 - mmdet - INFO - Epoch [19][4700/7330] lr: 3.778e-07, eta: 1 day, 2:49:06, time: 0.726, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0330, loss_cls: 0.1612, acc: 94.0786, loss_bbox: 0.2141, loss_mask: 0.2191, loss: 0.6512 +2022-09-22 04:51:06,185 - mmdet - INFO - Epoch [19][4750/7330] lr: 3.778e-07, eta: 1 day, 2:48:27, time: 0.744, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0304, loss_cls: 0.1592, acc: 94.0891, loss_bbox: 0.2073, loss_mask: 0.2130, loss: 0.6302 +2022-09-22 04:51:43,368 - mmdet - INFO - Epoch [19][4800/7330] lr: 3.778e-07, eta: 1 day, 2:47:48, time: 0.743, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0312, loss_cls: 0.1592, acc: 94.1721, loss_bbox: 0.2053, loss_mask: 0.2127, loss: 0.6300 +2022-09-22 04:52:20,596 - mmdet - INFO - Epoch [19][4850/7330] lr: 3.778e-07, eta: 1 day, 2:47:10, time: 0.744, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0335, loss_cls: 0.1730, acc: 93.7732, loss_bbox: 0.2203, loss_mask: 0.2203, loss: 0.6715 +2022-09-22 04:52:57,505 - mmdet - INFO - Epoch [19][4900/7330] lr: 3.778e-07, eta: 1 day, 2:46:31, time: 0.739, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0311, loss_cls: 0.1538, acc: 94.2407, loss_bbox: 0.2036, loss_mask: 0.2142, loss: 0.6237 +2022-09-22 04:53:34,200 - mmdet - INFO - Epoch [19][4950/7330] lr: 3.778e-07, eta: 1 day, 2:45:52, time: 0.734, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0306, loss_cls: 0.1479, acc: 94.4990, loss_bbox: 0.1953, loss_mask: 0.2080, loss: 0.6022 +2022-09-22 04:54:11,069 - mmdet - INFO - Epoch [19][5000/7330] lr: 3.778e-07, eta: 1 day, 2:45:13, time: 0.737, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0307, loss_cls: 0.1572, acc: 94.1655, loss_bbox: 0.2036, loss_mask: 0.2148, loss: 0.6313 +2022-09-22 04:54:47,929 - mmdet - INFO - Epoch [19][5050/7330] lr: 3.778e-07, eta: 1 day, 2:44:34, time: 0.737, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0341, loss_cls: 0.1617, acc: 93.9731, loss_bbox: 0.2135, loss_mask: 0.2166, loss: 0.6489 +2022-09-22 04:55:25,324 - mmdet - INFO - Epoch [19][5100/7330] lr: 3.778e-07, eta: 1 day, 2:43:55, time: 0.748, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0335, loss_cls: 0.1555, acc: 94.1604, loss_bbox: 0.2103, loss_mask: 0.2146, loss: 0.6356 +2022-09-22 04:56:02,828 - mmdet - INFO - Epoch [19][5150/7330] lr: 3.778e-07, eta: 1 day, 2:43:17, time: 0.750, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0316, loss_cls: 0.1532, acc: 94.4067, loss_bbox: 0.2017, loss_mask: 0.2207, loss: 0.6295 +2022-09-22 04:56:40,299 - mmdet - INFO - Epoch [19][5200/7330] lr: 3.778e-07, eta: 1 day, 2:42:39, time: 0.749, data_time: 0.018, memory: 54023, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0326, loss_cls: 0.1591, acc: 94.1050, loss_bbox: 0.2093, loss_mask: 0.2117, loss: 0.6365 +2022-09-22 04:57:17,706 - mmdet - INFO - Epoch [19][5250/7330] lr: 3.778e-07, eta: 1 day, 2:42:00, time: 0.749, data_time: 0.016, memory: 54023, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0319, loss_cls: 0.1620, acc: 94.0645, loss_bbox: 0.2065, loss_mask: 0.2140, loss: 0.6393 +2022-09-22 04:57:54,005 - mmdet - INFO - Epoch [19][5300/7330] lr: 3.778e-07, eta: 1 day, 2:41:21, time: 0.726, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0332, loss_cls: 0.1698, acc: 93.7021, loss_bbox: 0.2193, loss_mask: 0.2252, loss: 0.6722 +2022-09-22 04:58:30,812 - mmdet - INFO - Epoch [19][5350/7330] lr: 3.778e-07, eta: 1 day, 2:40:42, time: 0.736, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0317, loss_cls: 0.1648, acc: 93.9780, loss_bbox: 0.2162, loss_mask: 0.2177, loss: 0.6541 +2022-09-22 04:59:07,942 - mmdet - INFO - Epoch [19][5400/7330] lr: 3.778e-07, eta: 1 day, 2:40:03, time: 0.743, data_time: 0.015, memory: 54023, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0311, loss_cls: 0.1614, acc: 94.1218, loss_bbox: 0.2124, loss_mask: 0.2194, loss: 0.6478 +2022-09-22 04:59:44,336 - mmdet - INFO - Epoch [19][5450/7330] lr: 3.778e-07, eta: 1 day, 2:39:24, time: 0.728, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0302, loss_cls: 0.1583, acc: 94.3074, loss_bbox: 0.2022, loss_mask: 0.2132, loss: 0.6247 +2022-09-22 05:00:21,372 - mmdet - INFO - Epoch [19][5500/7330] lr: 3.778e-07, eta: 1 day, 2:38:45, time: 0.741, data_time: 0.020, memory: 54023, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0316, loss_cls: 0.1583, acc: 94.1287, loss_bbox: 0.2111, loss_mask: 0.2220, loss: 0.6452 +2022-09-22 05:00:58,960 - mmdet - INFO - Epoch [19][5550/7330] lr: 3.778e-07, eta: 1 day, 2:38:07, time: 0.752, data_time: 0.019, memory: 54023, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0328, loss_cls: 0.1597, acc: 94.1414, loss_bbox: 0.2102, loss_mask: 0.2124, loss: 0.6384 +2022-09-22 05:01:35,790 - mmdet - INFO - Epoch [19][5600/7330] lr: 3.778e-07, eta: 1 day, 2:37:28, time: 0.737, data_time: 0.017, memory: 54023, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0305, loss_cls: 0.1605, acc: 94.0742, loss_bbox: 0.2078, loss_mask: 0.2181, loss: 0.6384 +2022-09-22 09:19:54,805 - mmdet - INFO - Environment info: +------------------------------------------------------------ +sys.platform: linux +Python: 3.7.0 (default, Oct 9 2018, 10:31:47) [GCC 7.3.0] +CUDA available: True +GPU 0,1,2,3,4,5,6,7: NVIDIA A100-SXM4-80GB +CUDA_HOME: /mnt/lustre/share/cuda-11.1 +NVCC: Build cuda_11.1.TC455_06.29069683_0 +GCC: gcc (GCC) 7.3.0 +PyTorch: 1.9.0+cu111 +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 v2.1.2 (Git Hash 98be7e8afa711dc9b66c8ff3504129cb82013cdb) + - OpenMP 201511 (a.k.a. OpenMP 4.5) + - NNPACK is enabled + - CPU capability usage: AVX2 + - CUDA Runtime 11.1 + - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_80,code=sm_80;-gencode;arch=compute_86,code=sm_86 + - CuDNN 8.0.5 + - Magma 2.5.2 + - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.1, CUDNN_VERSION=8.0.5, 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 -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=1.9.0, 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: 0.10.0+cu111 +OpenCV: 4.6.0 +MMCV: 1.4.2 +MMCV Compiler: GCC 7.3 +MMCV CUDA Compiler: 11.1 +MMDetection: 2.22.0+abdbbac +------------------------------------------------------------ + +2022-09-22 09:19:57,622 - mmdet - INFO - Distributed training: True +2022-09-22 09:20:00,279 - mmdet - INFO - Config: +model = dict( + type='MaskRCNN', + backbone=dict( + type='ViTAdapter', + img_size=384, + pretrain_size=384, + patch_size=16, + embed_dim=1024, + depth=24, + num_heads=16, + mlp_ratio=4, + drop_path_rate=0.4, + conv_inplane=64, + n_points=4, + deform_num_heads=16, + cffn_ratio=0.25, + deform_ratio=0.5, + interaction_indexes=[[0, 5], [6, 11], [12, 17], [18, 23]], + window_attn=[ + True, True, True, True, True, False, True, True, True, True, True, + False, True, True, True, True, True, False, True, True, True, True, + True, False + ], + window_size=[ + 14, 14, 14, 14, 14, None, 14, 14, 14, 14, 14, None, 14, 14, 14, 14, + 14, None, 14, 14, 14, 14, 14, None + ], + pretrained= + 'pretrained/L_16-i21k-300ep-lr_0.001-aug_medium1-wd_0.1-do_0.1-sd_0.1--imagenet2012-steps_20k-lr_0.01-res_384.pth' + ), + neck=dict( + type='FPN', + in_channels=[1024, 1024, 1024, 1024], + out_channels=256, + num_outs=5), + 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='Shared2FCBBoxHead', + 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=[127.5, 127.5, 127.5], std=[127.5, 127.5, 127.5], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='RandomCrop', + crop_type='absolute_range', + crop_size=(1024, 1024), + allow_negative_crop=True), + dict( + type='Normalize', + mean=[127.5, 127.5, 127.5], + std=[127.5, 127.5, 127.5], + 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=[127.5, 127.5, 127.5], + std=[127.5, 127.5, 127.5], + 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='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='RandomCrop', + crop_type='absolute_range', + crop_size=(1024, 1024), + allow_negative_crop=True), + dict( + type='Normalize', + mean=[127.5, 127.5, 127.5], + std=[127.5, 127.5, 127.5], + 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=[127.5, 127.5, 127.5], + std=[127.5, 127.5, 127.5], + 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=[127.5, 127.5, 127.5], + std=[127.5, 127.5, 127.5], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm']) +optimizer = dict( + type='AdamW', + lr=0.0001, + weight_decay=0.05, + constructor='LayerDecayOptimizerConstructor', + paramwise_cfg=dict(num_layers=24, layer_decay_rate=0.8)) +optimizer_config = dict(grad_clip=None) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunner', max_epochs=36) +checkpoint_config = dict(interval=1, max_keep_ckpts=2, save_last=True) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = None +resume_from = None +workflow = [('train', 1)] +pretrained = 'pretrained/L_16-i21k-300ep-lr_0.001-aug_medium1-wd_0.1-do_0.1-sd_0.1--imagenet2012-steps_20k-lr_0.01-res_384.pth' +work_dir = './work_dirs/mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08' +auto_resume = True +gpu_ids = range(0, 8) + +2022-09-22 09:20:10,060 - mmdet - INFO - Set random seed to 1898793323, deterministic: False +2022-09-22 09:20:15,847 - mmdet - WARNING - unexpected key in source state_dict: cls_token, norm.weight, norm.bias + +missing keys in source state_dict: blocks.12.gamma1, blocks.19.gamma2, blocks.17.gamma1, blocks.10.gamma2, blocks.1.gamma2, blocks.21.gamma1, blocks.0.gamma1, blocks.8.gamma1, blocks.0.gamma2, blocks.16.gamma1, blocks.22.gamma2, blocks.21.gamma2, blocks.2.gamma1, blocks.15.gamma1, blocks.19.gamma1, blocks.18.gamma1, blocks.16.gamma2, blocks.23.gamma2, blocks.14.gamma1, blocks.23.gamma1, blocks.1.gamma1, blocks.11.gamma2, blocks.6.gamma1, blocks.14.gamma2, blocks.15.gamma2, blocks.13.gamma2, blocks.12.gamma2, blocks.10.gamma1, blocks.4.gamma2, blocks.8.gamma2, blocks.3.gamma2, blocks.9.gamma2, blocks.20.gamma1, blocks.20.gamma2, blocks.4.gamma1, blocks.7.gamma2, blocks.5.gamma2, blocks.18.gamma2, blocks.2.gamma2, blocks.6.gamma2, blocks.7.gamma1, blocks.3.gamma1, blocks.22.gamma1, blocks.5.gamma1, blocks.13.gamma1, blocks.11.gamma1, blocks.9.gamma1, blocks.17.gamma2 + +2022-09-22 09:20:16,829 - mmdet - INFO - initialize FPN with init_cfg {'type': 'Xavier', 'layer': 'Conv2d', 'distribution': 'uniform'} +2022-09-22 09:20:16,848 - mmdet - INFO - initialize RPNHead with init_cfg {'type': 'Normal', 'layer': 'Conv2d', 'std': 0.01} +2022-09-22 09:20:16,852 - mmdet - INFO - initialize Shared2FCBBoxHead 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.pos_embed - torch.Size([1, 577, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.level_embed - torch.Size([3, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.patch_embed.proj.weight - torch.Size([1024, 3, 16, 16]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.patch_embed.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.0.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.1.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.2.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.3.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.4.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.5.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.6.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.7.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.8.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.9.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.10.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.11.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.12.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.13.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.14.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.15.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.16.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.17.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.18.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.19.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.20.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.21.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.22.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.gamma1 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.gamma2 - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.attn.qkv.weight - torch.Size([3072, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.attn.qkv.bias - torch.Size([3072]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.attn.proj.weight - torch.Size([1024, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.attn.proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.mlp.fc1.weight - torch.Size([4096, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.mlp.fc1.bias - torch.Size([4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.mlp.fc2.weight - torch.Size([1024, 4096]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.blocks.23.mlp.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.stem.0.weight - torch.Size([64, 3, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.stem.1.weight - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.stem.1.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.stem.3.weight - torch.Size([64, 64, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.stem.4.weight - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.stem.4.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.stem.6.weight - torch.Size([64, 64, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.stem.7.weight - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.stem.7.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.conv2.0.weight - torch.Size([128, 64, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.conv2.1.weight - torch.Size([128]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.conv2.1.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.conv3.0.weight - torch.Size([256, 128, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.conv3.1.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.conv3.1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.conv4.0.weight - torch.Size([256, 256, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.conv4.1.weight - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.conv4.1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.fc1.weight - torch.Size([1024, 64, 1, 1]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.fc1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.fc2.weight - torch.Size([1024, 128, 1, 1]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.fc3.weight - torch.Size([1024, 256, 1, 1]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.fc3.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.fc4.weight - torch.Size([1024, 256, 1, 1]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.spm.fc4.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.gamma - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.attn.sampling_offsets.weight - torch.Size([384, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.attn.sampling_offsets.bias - torch.Size([384]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.attn.attention_weights.weight - torch.Size([192, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.attn.attention_weights.bias - torch.Size([192]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.injector.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.attn.sampling_offsets.weight - torch.Size([128, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.attn.sampling_offsets.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.attn.attention_weights.weight - torch.Size([64, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.attn.attention_weights.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.ffn.fc1.weight - torch.Size([256, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.ffn.fc1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.ffn.dwconv.dwconv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.ffn.fc2.weight - torch.Size([1024, 256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.ffn.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.ffn_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.0.extractor.ffn_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.gamma - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.attn.sampling_offsets.weight - torch.Size([384, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.attn.sampling_offsets.bias - torch.Size([384]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.attn.attention_weights.weight - torch.Size([192, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.attn.attention_weights.bias - torch.Size([192]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.injector.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.attn.sampling_offsets.weight - torch.Size([128, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.attn.sampling_offsets.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.attn.attention_weights.weight - torch.Size([64, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.attn.attention_weights.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.ffn.fc1.weight - torch.Size([256, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.ffn.fc1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.ffn.dwconv.dwconv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.ffn.fc2.weight - torch.Size([1024, 256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.ffn.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.ffn_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.1.extractor.ffn_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.gamma - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.attn.sampling_offsets.weight - torch.Size([384, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.attn.sampling_offsets.bias - torch.Size([384]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.attn.attention_weights.weight - torch.Size([192, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.attn.attention_weights.bias - torch.Size([192]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.injector.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.attn.sampling_offsets.weight - torch.Size([128, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.attn.sampling_offsets.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.attn.attention_weights.weight - torch.Size([64, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.attn.attention_weights.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.ffn.fc1.weight - torch.Size([256, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.ffn.fc1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.ffn.dwconv.dwconv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.ffn.fc2.weight - torch.Size([1024, 256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.ffn.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.ffn_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.2.extractor.ffn_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.gamma - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.attn.sampling_offsets.weight - torch.Size([384, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.attn.sampling_offsets.bias - torch.Size([384]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.attn.attention_weights.weight - torch.Size([192, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.attn.attention_weights.bias - torch.Size([192]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.injector.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.attn.sampling_offsets.weight - torch.Size([128, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.attn.sampling_offsets.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.attn.attention_weights.weight - torch.Size([64, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.attn.attention_weights.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.ffn.fc1.weight - torch.Size([256, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.ffn.fc1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.ffn.dwconv.dwconv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.ffn.fc2.weight - torch.Size([1024, 256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.ffn.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.ffn_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extractor.ffn_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.attn.sampling_offsets.weight - torch.Size([128, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.attn.sampling_offsets.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.attn.attention_weights.weight - torch.Size([64, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.attn.attention_weights.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.ffn.fc1.weight - torch.Size([256, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.ffn.fc1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.ffn.dwconv.dwconv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.ffn.fc2.weight - torch.Size([1024, 256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.ffn.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.ffn_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.0.ffn_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.query_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.query_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.feat_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.feat_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.attn.sampling_offsets.weight - torch.Size([128, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.attn.sampling_offsets.bias - torch.Size([128]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.attn.attention_weights.weight - torch.Size([64, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.attn.attention_weights.bias - torch.Size([64]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.attn.value_proj.weight - torch.Size([512, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.attn.value_proj.bias - torch.Size([512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.attn.output_proj.weight - torch.Size([1024, 512]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.attn.output_proj.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.ffn.fc1.weight - torch.Size([256, 1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.ffn.fc1.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.ffn.dwconv.dwconv.weight - torch.Size([256, 1, 3, 3]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.ffn.dwconv.dwconv.bias - torch.Size([256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.ffn.fc2.weight - torch.Size([1024, 256]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.ffn.fc2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.ffn_norm.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.interactions.3.extra_extractors.1.ffn_norm.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.up.weight - torch.Size([1024, 1024, 2, 2]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.up.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.norm1.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.norm1.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.norm2.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.norm2.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.norm3.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.norm3.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.norm4.weight - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +backbone.norm4.bias - torch.Size([1024]): +The value is the same before and after calling `init_weights` of MaskRCNN + +neck.lateral_convs.0.conv.weight - torch.Size([256, 1024, 1, 1]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.lateral_convs.0.conv.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, 1024, 1, 1]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.lateral_convs.1.conv.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.conv.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, 1024, 1, 1]): +XavierInit: gain=1, distribution=uniform, bias=0 + +neck.lateral_convs.3.conv.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.conv.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.conv.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.conv.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.conv.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_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.bbox_head.shared_fcs.1.weight - torch.Size([1024, 1024]): +XavierInit: gain=1, distribution=uniform, bias=0 + +roi_head.bbox_head.shared_fcs.1.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 +2022-09-22 09:20:32,012 - mmdet - INFO - load checkpoint from local path: ./work_dirs/mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08/latest.pth +2022-09-22 09:20:45,274 - mmdet - INFO - resumed epoch 18, iter 131940 +2022-09-22 09:20:45,277 - mmdet - INFO - Start running, host: chenzhe1@SH-IDC1-10-140-1-137, work_dir: /mnt/petrelfs/chenzhe1/workspace/ViT-Adapter/detection/work_dirs/mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08 +2022-09-22 09:20:45,278 - mmdet - INFO - Hooks will be executed in the following order: +before_run: +(VERY_HIGH ) StepLrUpdaterHook +(NORMAL ) CheckpointHook +(LOW ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_epoch: +(VERY_HIGH ) StepLrUpdaterHook +(NORMAL ) NumClassCheckHook +(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 +(LOW ) IterTimerHook +(LOW ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +after_train_epoch: +(NORMAL ) CheckpointHook +(LOW ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_val_epoch: +(NORMAL ) NumClassCheckHook +(NORMAL ) DistSamplerSeedHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_val_iter: +(LOW ) IterTimerHook + -------------------- +after_val_iter: +(LOW ) IterTimerHook + -------------------- +after_val_epoch: +(VERY_LOW ) TextLoggerHook + -------------------- +after_run: +(VERY_LOW ) TextLoggerHook + -------------------- +2022-09-22 09:20:45,278 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs +2022-09-22 09:20:45,278 - mmdet - INFO - Checkpoints will be saved to /mnt/petrelfs/chenzhe1/workspace/ViT-Adapter/detection/work_dirs/mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08 by HardDiskBackend. +2022-09-22 09:22:30,887 - mmdet - INFO - Epoch [19][50/7330] lr: 3.778e-07, eta: 3 days, 5:22:16, time: 2.112, data_time: 1.304, memory: 50148, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0309, loss_cls: 0.1532, acc: 94.4001, loss_bbox: 0.2013, loss_mask: 0.2066, loss: 0.6121 +2022-09-22 09:23:09,744 - mmdet - INFO - Epoch [19][100/7330] lr: 3.778e-07, eta: 2 days, 4:54:03, time: 0.777, data_time: 0.018, memory: 52031, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0316, loss_cls: 0.1495, acc: 94.4490, loss_bbox: 0.2016, loss_mask: 0.2130, loss: 0.6161 +2022-09-22 09:23:47,362 - mmdet - INFO - Epoch [19][150/7330] lr: 3.778e-07, eta: 1 day, 20:26:04, time: 0.752, data_time: 0.021, memory: 52031, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0335, loss_cls: 0.1685, acc: 93.6780, loss_bbox: 0.2210, loss_mask: 0.2232, loss: 0.6685 +2022-09-22 09:24:24,217 - mmdet - INFO - Epoch [19][200/7330] lr: 3.778e-07, eta: 1 day, 16:03:24, time: 0.737, data_time: 0.021, memory: 52031, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0299, loss_cls: 0.1465, acc: 94.6140, loss_bbox: 0.1938, loss_mask: 0.2104, loss: 0.6021 +2022-09-22 09:25:03,694 - mmdet - INFO - Epoch [19][250/7330] lr: 3.778e-07, eta: 1 day, 13:48:33, time: 0.789, data_time: 0.016, memory: 52080, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0326, loss_cls: 0.1585, acc: 94.0884, loss_bbox: 0.2090, loss_mask: 0.2176, loss: 0.6403 +2022-09-22 09:25:40,650 - mmdet - INFO - Epoch [19][300/7330] lr: 3.778e-07, eta: 1 day, 12:00:02, time: 0.739, data_time: 0.017, memory: 52080, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0316, loss_cls: 0.1510, acc: 94.3684, loss_bbox: 0.2046, loss_mask: 0.2102, loss: 0.6206 +2022-09-22 09:26:19,381 - mmdet - INFO - Epoch [19][350/7330] lr: 3.778e-07, eta: 1 day, 10:53:10, time: 0.774, data_time: 0.016, memory: 53970, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0306, loss_cls: 0.1556, acc: 94.2527, loss_bbox: 0.2029, loss_mask: 0.2120, loss: 0.6212 +2022-09-22 09:26:56,954 - mmdet - INFO - Epoch [19][400/7330] lr: 3.778e-07, eta: 1 day, 9:56:45, time: 0.751, data_time: 0.021, memory: 53970, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0343, loss_cls: 0.1610, acc: 94.0916, loss_bbox: 0.2113, loss_mask: 0.2157, loss: 0.6470 +2022-09-22 09:27:34,826 - mmdet - INFO - Epoch [19][450/7330] lr: 3.778e-07, eta: 1 day, 9:14:24, time: 0.758, data_time: 0.018, memory: 53970, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0347, loss_cls: 0.1709, acc: 93.7117, loss_bbox: 0.2145, loss_mask: 0.2192, loss: 0.6645 +2022-09-22 09:28:11,972 - mmdet - INFO - Epoch [19][500/7330] lr: 3.778e-07, eta: 1 day, 8:37:02, time: 0.743, data_time: 0.014, memory: 53979, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0302, loss_cls: 0.1575, acc: 94.2344, loss_bbox: 0.2033, loss_mask: 0.2113, loss: 0.6246 +2022-09-22 09:28:48,564 - mmdet - INFO - Epoch [19][550/7330] lr: 3.778e-07, eta: 1 day, 8:04:07, time: 0.732, data_time: 0.016, memory: 53979, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0297, loss_cls: 0.1506, acc: 94.4641, loss_bbox: 0.1950, loss_mask: 0.2104, loss: 0.6055 +2022-09-22 09:29:25,129 - mmdet - INFO - Epoch [19][600/7330] lr: 3.778e-07, eta: 1 day, 7:36:30, time: 0.731, data_time: 0.019, memory: 53979, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0335, loss_cls: 0.1606, acc: 94.0630, loss_bbox: 0.2062, loss_mask: 0.2130, loss: 0.6366 +2022-09-22 09:30:03,728 - mmdet - INFO - Epoch [19][650/7330] lr: 3.778e-07, eta: 1 day, 7:19:54, time: 0.772, data_time: 0.014, memory: 54000, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0297, loss_cls: 0.1492, acc: 94.5393, loss_bbox: 0.1956, loss_mask: 0.2074, loss: 0.6031 +2022-09-22 09:30:41,667 - mmdet - INFO - Epoch [19][700/7330] lr: 3.778e-07, eta: 1 day, 7:03:30, time: 0.759, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0327, loss_cls: 0.1595, acc: 94.0767, loss_bbox: 0.2150, loss_mask: 0.2152, loss: 0.6460 +2022-09-22 09:31:18,589 - mmdet - INFO - Epoch [19][750/7330] lr: 3.778e-07, eta: 1 day, 6:46:15, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0336, loss_cls: 0.1605, acc: 94.2366, loss_bbox: 0.2117, loss_mask: 0.2158, loss: 0.6442 +2022-09-22 09:31:56,390 - mmdet - INFO - Epoch [19][800/7330] lr: 3.778e-07, eta: 1 day, 6:33:21, time: 0.755, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0326, loss_cls: 0.1586, acc: 94.1541, loss_bbox: 0.2063, loss_mask: 0.2134, loss: 0.6336 +2022-09-22 09:32:33,215 - mmdet - INFO - Epoch [19][850/7330] lr: 3.778e-07, eta: 1 day, 6:19:36, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0306, loss_cls: 0.1477, acc: 94.5315, loss_bbox: 0.2005, loss_mask: 0.2108, loss: 0.6109 +2022-09-22 09:33:09,889 - mmdet - INFO - Epoch [19][900/7330] lr: 3.778e-07, eta: 1 day, 6:06:46, time: 0.733, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0337, loss_cls: 0.1621, acc: 94.0256, loss_bbox: 0.2112, loss_mask: 0.2167, loss: 0.6469 +2022-09-22 09:33:46,686 - mmdet - INFO - Epoch [19][950/7330] lr: 3.778e-07, eta: 1 day, 5:55:40, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0325, loss_cls: 0.1637, acc: 93.9277, loss_bbox: 0.2120, loss_mask: 0.2168, loss: 0.6482 +2022-09-22 09:34:23,017 - mmdet - INFO - Epoch [19][1000/7330] lr: 3.778e-07, eta: 1 day, 5:44:32, time: 0.727, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0312, loss_cls: 0.1555, acc: 94.4011, loss_bbox: 0.2043, loss_mask: 0.2132, loss: 0.6298 +2022-09-22 09:35:00,910 - mmdet - INFO - Epoch [19][1050/7330] lr: 3.778e-07, eta: 1 day, 5:37:37, time: 0.758, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0332, loss_cls: 0.1653, acc: 93.9219, loss_bbox: 0.2115, loss_mask: 0.2130, loss: 0.6468 +2022-09-22 09:35:37,928 - mmdet - INFO - Epoch [19][1100/7330] lr: 3.778e-07, eta: 1 day, 5:29:33, time: 0.740, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0295, loss_cls: 0.1458, acc: 94.6460, loss_bbox: 0.1941, loss_mask: 0.2040, loss: 0.5948 +2022-09-22 09:36:15,329 - mmdet - INFO - Epoch [19][1150/7330] lr: 3.778e-07, eta: 1 day, 5:22:52, time: 0.748, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0332, loss_cls: 0.1591, acc: 94.1130, loss_bbox: 0.2054, loss_mask: 0.2146, loss: 0.6354 +2022-09-22 09:36:52,033 - mmdet - INFO - Epoch [19][1200/7330] lr: 3.778e-07, eta: 1 day, 5:15:25, time: 0.734, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0352, loss_cls: 0.1717, acc: 93.7451, loss_bbox: 0.2230, loss_mask: 0.2163, loss: 0.6716 +2022-09-22 09:37:29,177 - mmdet - INFO - Epoch [19][1250/7330] lr: 3.778e-07, eta: 1 day, 5:09:16, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0320, loss_cls: 0.1499, acc: 94.4731, loss_bbox: 0.1988, loss_mask: 0.2112, loss: 0.6149 +2022-09-22 09:38:06,057 - mmdet - INFO - Epoch [19][1300/7330] lr: 3.778e-07, eta: 1 day, 5:03:07, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0312, loss_cls: 0.1622, acc: 93.9658, loss_bbox: 0.2124, loss_mask: 0.2149, loss: 0.6418 +2022-09-22 09:38:43,362 - mmdet - INFO - Epoch [19][1350/7330] lr: 3.778e-07, eta: 1 day, 4:58:04, time: 0.746, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0319, loss_cls: 0.1590, acc: 94.2668, loss_bbox: 0.2092, loss_mask: 0.2146, loss: 0.6362 +2022-09-22 09:39:19,845 - mmdet - INFO - Epoch [19][1400/7330] lr: 3.778e-07, eta: 1 day, 4:52:03, time: 0.730, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0296, loss_cls: 0.1559, acc: 94.2222, loss_bbox: 0.2033, loss_mask: 0.2104, loss: 0.6201 +2022-09-22 09:39:56,986 - mmdet - INFO - Epoch [19][1450/7330] lr: 3.778e-07, eta: 1 day, 4:47:23, time: 0.743, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0318, loss_cls: 0.1606, acc: 94.1130, loss_bbox: 0.2094, loss_mask: 0.2174, loss: 0.6419 +2022-09-22 09:40:33,419 - mmdet - INFO - Epoch [19][1500/7330] lr: 3.778e-07, eta: 1 day, 4:41:56, time: 0.728, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0286, loss_cls: 0.1452, acc: 94.5942, loss_bbox: 0.1932, loss_mask: 0.2062, loss: 0.5937 +2022-09-22 09:41:10,165 - mmdet - INFO - Epoch [19][1550/7330] lr: 3.778e-07, eta: 1 day, 4:37:18, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0321, loss_cls: 0.1599, acc: 94.0181, loss_bbox: 0.2114, loss_mask: 0.2135, loss: 0.6399 +2022-09-22 09:41:46,469 - mmdet - INFO - Epoch [19][1600/7330] lr: 3.778e-07, eta: 1 day, 4:32:17, time: 0.726, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0314, loss_cls: 0.1521, acc: 94.4050, loss_bbox: 0.2018, loss_mask: 0.2131, loss: 0.6220 +2022-09-22 09:42:23,480 - mmdet - INFO - Epoch [19][1650/7330] lr: 3.778e-07, eta: 1 day, 4:28:24, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0336, loss_cls: 0.1634, acc: 93.8850, loss_bbox: 0.2133, loss_mask: 0.2166, loss: 0.6499 +2022-09-22 09:43:00,150 - mmdet - INFO - Epoch [19][1700/7330] lr: 3.778e-07, eta: 1 day, 4:24:24, time: 0.734, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0309, loss_cls: 0.1534, acc: 94.3174, loss_bbox: 0.2014, loss_mask: 0.2056, loss: 0.6120 +2022-09-22 09:43:37,157 - mmdet - INFO - Epoch [19][1750/7330] lr: 3.778e-07, eta: 1 day, 4:20:54, time: 0.739, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0325, loss_cls: 0.1665, acc: 93.9875, loss_bbox: 0.2124, loss_mask: 0.2170, loss: 0.6527 +2022-09-22 09:44:13,639 - mmdet - INFO - Epoch [19][1800/7330] lr: 3.778e-07, eta: 1 day, 4:17:02, time: 0.730, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0332, loss_cls: 0.1611, acc: 94.0540, loss_bbox: 0.2071, loss_mask: 0.2192, loss: 0.6441 +2022-09-22 09:44:50,808 - mmdet - INFO - Epoch [19][1850/7330] lr: 3.778e-07, eta: 1 day, 4:14:03, time: 0.743, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0311, loss_cls: 0.1569, acc: 94.2112, loss_bbox: 0.2057, loss_mask: 0.2165, loss: 0.6336 +2022-09-22 09:45:27,638 - mmdet - INFO - Epoch [19][1900/7330] lr: 3.778e-07, eta: 1 day, 4:10:53, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0337, loss_cls: 0.1655, acc: 93.8494, loss_bbox: 0.2186, loss_mask: 0.2158, loss: 0.6577 +2022-09-22 09:46:04,322 - mmdet - INFO - Epoch [19][1950/7330] lr: 3.778e-07, eta: 1 day, 4:07:39, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0347, loss_cls: 0.1679, acc: 93.8169, loss_bbox: 0.2164, loss_mask: 0.2214, loss: 0.6656 +2022-09-22 09:46:41,131 - mmdet - INFO - Epoch [19][2000/7330] lr: 3.778e-07, eta: 1 day, 4:04:40, time: 0.736, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0301, loss_cls: 0.1496, acc: 94.4309, loss_bbox: 0.2025, loss_mask: 0.2093, loss: 0.6127 +2022-09-22 09:47:18,038 - mmdet - INFO - Epoch [19][2050/7330] lr: 3.778e-07, eta: 1 day, 4:01:57, time: 0.739, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0306, loss_cls: 0.1562, acc: 94.2471, loss_bbox: 0.2025, loss_mask: 0.2162, loss: 0.6277 +2022-09-22 09:47:55,549 - mmdet - INFO - Epoch [19][2100/7330] lr: 3.778e-07, eta: 1 day, 3:59:54, time: 0.750, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0323, loss_cls: 0.1678, acc: 93.9146, loss_bbox: 0.2143, loss_mask: 0.2201, loss: 0.6576 +2022-09-22 09:48:31,797 - mmdet - INFO - Epoch [19][2150/7330] lr: 3.778e-07, eta: 1 day, 3:56:39, time: 0.724, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0295, loss_cls: 0.1578, acc: 94.2405, loss_bbox: 0.2006, loss_mask: 0.2084, loss: 0.6169 +2022-09-22 09:49:09,434 - mmdet - INFO - Epoch [19][2200/7330] lr: 3.778e-07, eta: 1 day, 3:54:56, time: 0.753, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0295, loss_cls: 0.1541, acc: 94.3523, loss_bbox: 0.1978, loss_mask: 0.2103, loss: 0.6117 +2022-09-22 09:49:47,135 - mmdet - INFO - Epoch [19][2250/7330] lr: 3.778e-07, eta: 1 day, 3:53:18, time: 0.754, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0308, loss_cls: 0.1534, acc: 94.3967, loss_bbox: 0.1993, loss_mask: 0.2174, loss: 0.6213 +2022-09-22 09:50:23,809 - mmdet - INFO - Epoch [19][2300/7330] lr: 3.778e-07, eta: 1 day, 3:50:45, time: 0.733, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0321, loss_cls: 0.1595, acc: 94.0947, loss_bbox: 0.2134, loss_mask: 0.2171, loss: 0.6441 +2022-09-22 09:51:00,511 - mmdet - INFO - Epoch [19][2350/7330] lr: 3.778e-07, eta: 1 day, 3:48:18, time: 0.734, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0314, loss_cls: 0.1644, acc: 94.0068, loss_bbox: 0.2161, loss_mask: 0.2213, loss: 0.6552 +2022-09-22 09:51:37,260 - mmdet - INFO - Epoch [19][2400/7330] lr: 3.778e-07, eta: 1 day, 3:45:58, time: 0.735, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0318, loss_cls: 0.1571, acc: 94.1294, loss_bbox: 0.2097, loss_mask: 0.2107, loss: 0.6320 +2022-09-22 09:52:14,318 - mmdet - INFO - Epoch [19][2450/7330] lr: 3.778e-07, eta: 1 day, 3:43:58, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0314, loss_cls: 0.1632, acc: 93.9988, loss_bbox: 0.2142, loss_mask: 0.2167, loss: 0.6495 +2022-09-22 09:52:51,466 - mmdet - INFO - Epoch [19][2500/7330] lr: 3.778e-07, eta: 1 day, 3:42:08, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0326, loss_cls: 0.1561, acc: 94.2903, loss_bbox: 0.2052, loss_mask: 0.2183, loss: 0.6352 +2022-09-22 09:53:28,374 - mmdet - INFO - Epoch [19][2550/7330] lr: 3.778e-07, eta: 1 day, 3:40:07, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0328, loss_cls: 0.1647, acc: 94.0640, loss_bbox: 0.2088, loss_mask: 0.2128, loss: 0.6425 +2022-09-22 09:54:04,814 - mmdet - INFO - Epoch [19][2600/7330] lr: 3.778e-07, eta: 1 day, 3:37:47, time: 0.729, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0303, loss_cls: 0.1569, acc: 94.1392, loss_bbox: 0.2086, loss_mask: 0.2134, loss: 0.6296 +2022-09-22 09:54:42,065 - mmdet - INFO - Epoch [19][2650/7330] lr: 3.778e-07, eta: 1 day, 3:36:10, time: 0.745, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0309, loss_cls: 0.1542, acc: 94.3057, loss_bbox: 0.2037, loss_mask: 0.2092, loss: 0.6181 +2022-09-22 09:55:18,945 - mmdet - INFO - Epoch [19][2700/7330] lr: 3.778e-07, eta: 1 day, 3:34:18, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0310, loss_cls: 0.1571, acc: 94.2637, loss_bbox: 0.2012, loss_mask: 0.2120, loss: 0.6241 +2022-09-22 09:55:56,483 - mmdet - INFO - Epoch [19][2750/7330] lr: 3.778e-07, eta: 1 day, 3:32:59, time: 0.751, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0319, loss_cls: 0.1597, acc: 94.0806, loss_bbox: 0.2025, loss_mask: 0.2122, loss: 0.6285 +2022-09-22 09:56:33,429 - mmdet - INFO - Epoch [19][2800/7330] lr: 3.778e-07, eta: 1 day, 3:31:14, time: 0.739, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0337, loss_cls: 0.1670, acc: 93.7974, loss_bbox: 0.2154, loss_mask: 0.2152, loss: 0.6530 +2022-09-22 09:57:10,563 - mmdet - INFO - Epoch [19][2850/7330] lr: 3.778e-07, eta: 1 day, 3:29:39, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0335, loss_cls: 0.1690, acc: 93.6875, loss_bbox: 0.2204, loss_mask: 0.2171, loss: 0.6626 +2022-09-22 09:57:47,202 - mmdet - INFO - Epoch [19][2900/7330] lr: 3.778e-07, eta: 1 day, 3:27:46, time: 0.733, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0310, loss_cls: 0.1572, acc: 94.2166, loss_bbox: 0.2069, loss_mask: 0.2134, loss: 0.6278 +2022-09-22 09:58:23,738 - mmdet - INFO - Epoch [19][2950/7330] lr: 3.778e-07, eta: 1 day, 3:25:48, time: 0.730, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0289, loss_cls: 0.1494, acc: 94.4546, loss_bbox: 0.1956, loss_mask: 0.2059, loss: 0.6007 +2022-09-22 09:59:00,597 - mmdet - INFO - Epoch [19][3000/7330] lr: 3.778e-07, eta: 1 day, 3:24:11, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0317, loss_cls: 0.1604, acc: 94.0483, loss_bbox: 0.2076, loss_mask: 0.2100, loss: 0.6326 +2022-09-22 09:59:37,560 - mmdet - INFO - Epoch [19][3050/7330] lr: 3.778e-07, eta: 1 day, 3:22:37, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0309, loss_cls: 0.1558, acc: 94.2539, loss_bbox: 0.2023, loss_mask: 0.2069, loss: 0.6182 +2022-09-22 10:00:13,763 - mmdet - INFO - Epoch [19][3100/7330] lr: 3.778e-07, eta: 1 day, 3:20:35, time: 0.725, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0337, loss_cls: 0.1667, acc: 93.9099, loss_bbox: 0.2139, loss_mask: 0.2156, loss: 0.6530 +2022-09-22 10:00:51,286 - mmdet - INFO - Epoch [19][3150/7330] lr: 3.778e-07, eta: 1 day, 3:19:29, time: 0.750, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0341, loss_cls: 0.1646, acc: 93.8953, loss_bbox: 0.2185, loss_mask: 0.2220, loss: 0.6644 +2022-09-22 10:01:27,745 - mmdet - INFO - Epoch [19][3200/7330] lr: 3.778e-07, eta: 1 day, 3:17:42, time: 0.729, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0290, loss_cls: 0.1449, acc: 94.6350, loss_bbox: 0.1916, loss_mask: 0.2036, loss: 0.5890 +2022-09-22 10:02:04,204 - mmdet - INFO - Epoch [19][3250/7330] lr: 3.778e-07, eta: 1 day, 3:15:56, time: 0.729, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0308, loss_cls: 0.1581, acc: 94.2146, loss_bbox: 0.2098, loss_mask: 0.2182, loss: 0.6397 +2022-09-22 10:02:40,756 - mmdet - INFO - Epoch [19][3300/7330] lr: 3.778e-07, eta: 1 day, 3:14:16, time: 0.731, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0324, loss_cls: 0.1629, acc: 94.0630, loss_bbox: 0.2167, loss_mask: 0.2181, loss: 0.6515 +2022-09-22 10:03:17,524 - mmdet - INFO - Epoch [19][3350/7330] lr: 3.778e-07, eta: 1 day, 3:12:46, time: 0.735, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0322, loss_cls: 0.1641, acc: 94.0525, loss_bbox: 0.2063, loss_mask: 0.2148, loss: 0.6410 +2022-09-22 10:03:54,281 - mmdet - INFO - Epoch [19][3400/7330] lr: 3.778e-07, eta: 1 day, 3:11:18, time: 0.735, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0337, loss_cls: 0.1652, acc: 93.9033, loss_bbox: 0.2173, loss_mask: 0.2236, loss: 0.6626 +2022-09-22 10:04:31,151 - mmdet - INFO - Epoch [19][3450/7330] lr: 3.778e-07, eta: 1 day, 3:09:55, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0323, loss_cls: 0.1579, acc: 94.1509, loss_bbox: 0.2051, loss_mask: 0.2138, loss: 0.6316 +2022-09-22 10:05:08,256 - mmdet - INFO - Epoch [19][3500/7330] lr: 3.778e-07, eta: 1 day, 3:08:42, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0319, loss_cls: 0.1557, acc: 94.2271, loss_bbox: 0.2030, loss_mask: 0.2157, loss: 0.6283 +2022-09-22 10:05:44,814 - mmdet - INFO - Epoch [19][3550/7330] lr: 3.778e-07, eta: 1 day, 3:07:10, time: 0.731, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0339, loss_cls: 0.1622, acc: 94.0928, loss_bbox: 0.2089, loss_mask: 0.2143, loss: 0.6435 +2022-09-22 10:06:21,858 - mmdet - INFO - Epoch [19][3600/7330] lr: 3.778e-07, eta: 1 day, 3:05:57, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0316, loss_cls: 0.1613, acc: 94.1453, loss_bbox: 0.2102, loss_mask: 0.2154, loss: 0.6421 +2022-09-22 10:06:58,784 - mmdet - INFO - Epoch [19][3650/7330] lr: 3.778e-07, eta: 1 day, 3:04:41, time: 0.739, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0308, loss_cls: 0.1515, acc: 94.4062, loss_bbox: 0.2021, loss_mask: 0.2072, loss: 0.6118 +2022-09-22 10:07:35,417 - mmdet - INFO - Epoch [19][3700/7330] lr: 3.778e-07, eta: 1 day, 3:03:16, time: 0.733, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0300, loss_cls: 0.1623, acc: 94.0859, loss_bbox: 0.2141, loss_mask: 0.2122, loss: 0.6413 +2022-09-22 10:08:12,338 - mmdet - INFO - Epoch [19][3750/7330] lr: 3.778e-07, eta: 1 day, 3:02:02, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0313, loss_cls: 0.1596, acc: 94.0745, loss_bbox: 0.2093, loss_mask: 0.2153, loss: 0.6364 +2022-09-22 10:08:48,932 - mmdet - INFO - Epoch [19][3800/7330] lr: 3.778e-07, eta: 1 day, 3:00:38, time: 0.732, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0320, loss_cls: 0.1559, acc: 94.3010, loss_bbox: 0.2038, loss_mask: 0.2151, loss: 0.6274 +2022-09-22 10:09:26,247 - mmdet - INFO - Epoch [19][3850/7330] lr: 3.778e-07, eta: 1 day, 2:59:39, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0313, loss_cls: 0.1597, acc: 94.2251, loss_bbox: 0.2066, loss_mask: 0.2102, loss: 0.6313 +2022-09-22 10:10:03,099 - mmdet - INFO - Epoch [19][3900/7330] lr: 3.778e-07, eta: 1 day, 2:58:26, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0303, loss_cls: 0.1544, acc: 94.3081, loss_bbox: 0.2010, loss_mask: 0.2126, loss: 0.6172 +2022-09-22 10:10:39,999 - mmdet - INFO - Epoch [19][3950/7330] lr: 3.778e-07, eta: 1 day, 2:57:15, time: 0.738, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0325, loss_cls: 0.1680, acc: 93.7859, loss_bbox: 0.2189, loss_mask: 0.2264, loss: 0.6706 +2022-09-22 10:11:17,124 - mmdet - INFO - Epoch [19][4000/7330] lr: 3.778e-07, eta: 1 day, 2:56:11, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0332, loss_cls: 0.1700, acc: 93.7810, loss_bbox: 0.2211, loss_mask: 0.2173, loss: 0.6652 +2022-09-22 10:11:53,669 - mmdet - INFO - Epoch [19][4050/7330] lr: 3.778e-07, eta: 1 day, 2:54:51, time: 0.731, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0310, loss_cls: 0.1599, acc: 94.1882, loss_bbox: 0.2043, loss_mask: 0.2125, loss: 0.6300 +2022-09-22 10:12:30,190 - mmdet - INFO - Epoch [19][4100/7330] lr: 3.778e-07, eta: 1 day, 2:53:31, time: 0.731, data_time: 0.013, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0305, loss_cls: 0.1499, acc: 94.4854, loss_bbox: 0.1968, loss_mask: 0.2118, loss: 0.6104 +2022-09-22 10:13:06,976 - mmdet - INFO - Epoch [19][4150/7330] lr: 3.778e-07, eta: 1 day, 2:52:20, time: 0.736, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0316, loss_cls: 0.1578, acc: 94.1865, loss_bbox: 0.2028, loss_mask: 0.2147, loss: 0.6275 +2022-09-22 10:13:44,225 - mmdet - INFO - Epoch [19][4200/7330] lr: 3.778e-07, eta: 1 day, 2:51:24, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0310, loss_cls: 0.1610, acc: 94.0217, loss_bbox: 0.2123, loss_mask: 0.2121, loss: 0.6398 +2022-09-22 10:14:21,071 - mmdet - INFO - Epoch [19][4250/7330] lr: 3.778e-07, eta: 1 day, 2:50:16, time: 0.737, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0307, loss_cls: 0.1555, acc: 94.2368, loss_bbox: 0.2079, loss_mask: 0.2155, loss: 0.6320 +2022-09-22 10:14:58,268 - mmdet - INFO - Epoch [19][4300/7330] lr: 3.778e-07, eta: 1 day, 2:49:19, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0330, loss_cls: 0.1602, acc: 94.0640, loss_bbox: 0.2102, loss_mask: 0.2167, loss: 0.6443 +2022-09-22 10:15:35,861 - mmdet - INFO - Epoch [19][4350/7330] lr: 3.778e-07, eta: 1 day, 2:48:34, time: 0.752, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0319, loss_cls: 0.1524, acc: 94.4976, loss_bbox: 0.2011, loss_mask: 0.2157, loss: 0.6228 +2022-09-22 10:16:12,457 - mmdet - INFO - Epoch [19][4400/7330] lr: 3.778e-07, eta: 1 day, 2:47:21, time: 0.732, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0323, loss_cls: 0.1625, acc: 94.0452, loss_bbox: 0.2112, loss_mask: 0.2133, loss: 0.6404 +2022-09-22 10:16:49,567 - mmdet - INFO - Epoch [19][4450/7330] lr: 3.778e-07, eta: 1 day, 2:46:23, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0327, loss_cls: 0.1626, acc: 93.9541, loss_bbox: 0.2092, loss_mask: 0.2174, loss: 0.6476 +2022-09-22 10:17:26,108 - mmdet - INFO - Epoch [19][4500/7330] lr: 3.778e-07, eta: 1 day, 2:45:09, time: 0.730, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0304, loss_cls: 0.1545, acc: 94.4448, loss_bbox: 0.1955, loss_mask: 0.2098, loss: 0.6133 +2022-09-22 10:18:02,935 - mmdet - INFO - Epoch [19][4550/7330] lr: 3.778e-07, eta: 1 day, 2:44:05, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0325, loss_cls: 0.1640, acc: 93.9731, loss_bbox: 0.2181, loss_mask: 0.2212, loss: 0.6610 +2022-09-22 10:18:39,245 - mmdet - INFO - Epoch [19][4600/7330] lr: 3.778e-07, eta: 1 day, 2:42:46, time: 0.726, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0295, loss_cls: 0.1607, acc: 93.9912, loss_bbox: 0.2079, loss_mask: 0.2192, loss: 0.6410 +2022-09-22 10:19:15,931 - mmdet - INFO - Epoch [19][4650/7330] lr: 3.778e-07, eta: 1 day, 2:41:39, time: 0.734, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0334, loss_cls: 0.1671, acc: 93.8672, loss_bbox: 0.2161, loss_mask: 0.2215, loss: 0.6634 +2022-09-22 10:19:53,244 - mmdet - INFO - Epoch [19][4700/7330] lr: 3.778e-07, eta: 1 day, 2:40:50, time: 0.747, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0324, loss_cls: 0.1592, acc: 94.0439, loss_bbox: 0.2133, loss_mask: 0.2115, loss: 0.6374 +2022-09-22 10:20:29,519 - mmdet - INFO - Epoch [19][4750/7330] lr: 3.778e-07, eta: 1 day, 2:39:33, time: 0.726, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0298, loss_cls: 0.1551, acc: 94.3672, loss_bbox: 0.2014, loss_mask: 0.2092, loss: 0.6157 +2022-09-22 10:21:06,127 - mmdet - INFO - Epoch [19][4800/7330] lr: 3.778e-07, eta: 1 day, 2:38:25, time: 0.732, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0340, loss_cls: 0.1717, acc: 93.7197, loss_bbox: 0.2219, loss_mask: 0.2218, loss: 0.6745 +2022-09-22 10:21:43,523 - mmdet - INFO - Epoch [19][4850/7330] lr: 3.778e-07, eta: 1 day, 2:37:39, time: 0.748, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0316, loss_cls: 0.1539, acc: 94.2739, loss_bbox: 0.2042, loss_mask: 0.2136, loss: 0.6248 +2022-09-22 10:22:20,696 - mmdet - INFO - Epoch [19][4900/7330] lr: 3.778e-07, eta: 1 day, 2:36:48, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0334, loss_cls: 0.1585, acc: 94.1343, loss_bbox: 0.2076, loss_mask: 0.2122, loss: 0.6347 +2022-09-22 10:22:57,388 - mmdet - INFO - Epoch [19][4950/7330] lr: 3.778e-07, eta: 1 day, 2:35:44, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0326, loss_cls: 0.1640, acc: 93.9780, loss_bbox: 0.2145, loss_mask: 0.2212, loss: 0.6544 +2022-09-22 10:23:34,287 - mmdet - INFO - Epoch [19][5000/7330] lr: 3.778e-07, eta: 1 day, 2:34:46, time: 0.738, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0348, loss_cls: 0.1640, acc: 93.9507, loss_bbox: 0.2181, loss_mask: 0.2195, loss: 0.6581 +2022-09-22 10:24:11,315 - mmdet - INFO - Epoch [19][5050/7330] lr: 3.778e-07, eta: 1 day, 2:33:51, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0352, loss_cls: 0.1672, acc: 94.0132, loss_bbox: 0.2107, loss_mask: 0.2162, loss: 0.6550 +2022-09-22 10:24:47,482 - mmdet - INFO - Epoch [19][5100/7330] lr: 3.778e-07, eta: 1 day, 2:32:36, time: 0.723, data_time: 0.013, memory: 54014, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0313, loss_cls: 0.1595, acc: 94.2190, loss_bbox: 0.2020, loss_mask: 0.2160, loss: 0.6325 +2022-09-22 10:25:23,761 - mmdet - INFO - Epoch [19][5150/7330] lr: 3.778e-07, eta: 1 day, 2:31:24, time: 0.725, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0308, loss_cls: 0.1585, acc: 94.0671, loss_bbox: 0.2120, loss_mask: 0.2174, loss: 0.6402 +2022-09-22 10:26:00,484 - mmdet - INFO - Epoch [19][5200/7330] lr: 3.778e-07, eta: 1 day, 2:30:24, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0329, loss_cls: 0.1693, acc: 93.8308, loss_bbox: 0.2173, loss_mask: 0.2218, loss: 0.6663 +2022-09-22 10:26:37,191 - mmdet - INFO - Epoch [19][5250/7330] lr: 3.778e-07, eta: 1 day, 2:29:24, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0301, loss_cls: 0.1487, acc: 94.5315, loss_bbox: 0.1952, loss_mask: 0.2148, loss: 0.6082 +2022-09-22 10:27:13,507 - mmdet - INFO - Epoch [19][5300/7330] lr: 3.778e-07, eta: 1 day, 2:28:14, time: 0.726, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0347, loss_cls: 0.1682, acc: 93.7722, loss_bbox: 0.2170, loss_mask: 0.2188, loss: 0.6636 +2022-09-22 10:27:50,197 - mmdet - INFO - Epoch [19][5350/7330] lr: 3.778e-07, eta: 1 day, 2:27:14, time: 0.733, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0319, loss_cls: 0.1564, acc: 94.3047, loss_bbox: 0.2035, loss_mask: 0.2173, loss: 0.6319 +2022-09-22 10:28:27,561 - mmdet - INFO - Epoch [19][5400/7330] lr: 3.778e-07, eta: 1 day, 2:26:31, time: 0.748, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0315, loss_cls: 0.1521, acc: 94.3276, loss_bbox: 0.2040, loss_mask: 0.2121, loss: 0.6222 +2022-09-22 10:29:04,286 - mmdet - INFO - Epoch [19][5450/7330] lr: 3.778e-07, eta: 1 day, 2:25:32, time: 0.734, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0304, loss_cls: 0.1575, acc: 94.2515, loss_bbox: 0.2078, loss_mask: 0.2127, loss: 0.6311 +2022-09-22 10:29:41,320 - mmdet - INFO - Epoch [19][5500/7330] lr: 3.778e-07, eta: 1 day, 2:24:42, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0324, loss_cls: 0.1642, acc: 94.0354, loss_bbox: 0.2144, loss_mask: 0.2143, loss: 0.6488 +2022-09-22 10:30:17,275 - mmdet - INFO - Epoch [19][5550/7330] lr: 3.778e-07, eta: 1 day, 2:23:27, time: 0.720, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0297, loss_cls: 0.1536, acc: 94.3906, loss_bbox: 0.1994, loss_mask: 0.2118, loss: 0.6157 +2022-09-22 10:30:54,155 - mmdet - INFO - Epoch [19][5600/7330] lr: 3.778e-07, eta: 1 day, 2:22:33, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0306, loss_cls: 0.1492, acc: 94.5093, loss_bbox: 0.1987, loss_mask: 0.2104, loss: 0.6092 +2022-09-22 10:31:30,627 - mmdet - INFO - Epoch [19][5650/7330] lr: 3.778e-07, eta: 1 day, 2:21:31, time: 0.729, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0325, loss_cls: 0.1723, acc: 93.5952, loss_bbox: 0.2182, loss_mask: 0.2171, loss: 0.6622 +2022-09-22 10:32:07,681 - mmdet - INFO - Epoch [19][5700/7330] lr: 3.778e-07, eta: 1 day, 2:20:42, time: 0.741, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0343, loss_cls: 0.1696, acc: 93.8435, loss_bbox: 0.2186, loss_mask: 0.2183, loss: 0.6661 +2022-09-22 10:32:44,508 - mmdet - INFO - Epoch [19][5750/7330] lr: 3.778e-07, eta: 1 day, 2:19:48, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0331, loss_cls: 0.1614, acc: 93.9961, loss_bbox: 0.2178, loss_mask: 0.2192, loss: 0.6533 +2022-09-22 10:33:21,187 - mmdet - INFO - Epoch [19][5800/7330] lr: 3.778e-07, eta: 1 day, 2:18:52, time: 0.734, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0316, loss_cls: 0.1617, acc: 94.0254, loss_bbox: 0.2124, loss_mask: 0.2148, loss: 0.6431 +2022-09-22 10:33:57,511 - mmdet - INFO - Epoch [19][5850/7330] lr: 3.778e-07, eta: 1 day, 2:17:48, time: 0.726, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0302, loss_cls: 0.1608, acc: 94.0457, loss_bbox: 0.2080, loss_mask: 0.2118, loss: 0.6308 +2022-09-22 10:34:34,315 - mmdet - INFO - Epoch [19][5900/7330] lr: 3.778e-07, eta: 1 day, 2:16:55, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0310, loss_cls: 0.1608, acc: 94.1567, loss_bbox: 0.2086, loss_mask: 0.2097, loss: 0.6320 +2022-09-22 10:35:10,952 - mmdet - INFO - Epoch [19][5950/7330] lr: 3.778e-07, eta: 1 day, 2:15:58, time: 0.733, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0326, loss_cls: 0.1607, acc: 94.2224, loss_bbox: 0.2090, loss_mask: 0.2151, loss: 0.6398 +2022-09-22 10:35:47,960 - mmdet - INFO - Epoch [19][6000/7330] lr: 3.778e-07, eta: 1 day, 2:15:10, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0325, loss_cls: 0.1631, acc: 93.8953, loss_bbox: 0.2105, loss_mask: 0.2148, loss: 0.6438 +2022-09-22 10:36:24,735 - mmdet - INFO - Epoch [19][6050/7330] lr: 3.778e-07, eta: 1 day, 2:14:17, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0333, loss_cls: 0.1694, acc: 93.7590, loss_bbox: 0.2162, loss_mask: 0.2224, loss: 0.6660 +2022-09-22 10:37:01,972 - mmdet - INFO - Epoch [19][6100/7330] lr: 3.778e-07, eta: 1 day, 2:13:33, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0316, loss_cls: 0.1579, acc: 94.2395, loss_bbox: 0.2033, loss_mask: 0.2139, loss: 0.6282 +2022-09-22 10:37:38,707 - mmdet - INFO - Epoch [19][6150/7330] lr: 3.778e-07, eta: 1 day, 2:12:40, time: 0.735, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0316, loss_cls: 0.1588, acc: 94.1875, loss_bbox: 0.2059, loss_mask: 0.2126, loss: 0.6318 +2022-09-22 10:38:16,123 - mmdet - INFO - Epoch [19][6200/7330] lr: 3.778e-07, eta: 1 day, 2:12:01, time: 0.748, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0332, loss_cls: 0.1637, acc: 93.9915, loss_bbox: 0.2159, loss_mask: 0.2201, loss: 0.6563 +2022-09-22 10:38:52,834 - mmdet - INFO - Epoch [19][6250/7330] lr: 3.778e-07, eta: 1 day, 2:11:07, time: 0.734, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0331, loss_cls: 0.1636, acc: 94.0288, loss_bbox: 0.2082, loss_mask: 0.2182, loss: 0.6468 +2022-09-22 10:39:29,303 - mmdet - INFO - Epoch [19][6300/7330] lr: 3.778e-07, eta: 1 day, 2:10:09, time: 0.729, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0317, loss_cls: 0.1589, acc: 94.1670, loss_bbox: 0.2049, loss_mask: 0.2092, loss: 0.6284 +2022-09-22 10:40:06,646 - mmdet - INFO - Epoch [19][6350/7330] lr: 3.778e-07, eta: 1 day, 2:09:28, time: 0.747, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0331, loss_cls: 0.1707, acc: 93.7014, loss_bbox: 0.2229, loss_mask: 0.2158, loss: 0.6642 +2022-09-22 10:40:43,185 - mmdet - INFO - Epoch [19][6400/7330] lr: 3.778e-07, eta: 1 day, 2:08:32, time: 0.731, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0311, loss_cls: 0.1607, acc: 94.0696, loss_bbox: 0.2075, loss_mask: 0.2167, loss: 0.6394 +2022-09-22 10:41:19,589 - mmdet - INFO - Epoch [19][6450/7330] lr: 3.778e-07, eta: 1 day, 2:07:34, time: 0.728, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0310, loss_cls: 0.1506, acc: 94.4905, loss_bbox: 0.1988, loss_mask: 0.2097, loss: 0.6113 +2022-09-22 10:41:56,734 - mmdet - INFO - Epoch [19][6500/7330] lr: 3.778e-07, eta: 1 day, 2:06:50, time: 0.743, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0317, loss_cls: 0.1647, acc: 94.0044, loss_bbox: 0.2087, loss_mask: 0.2080, loss: 0.6354 +2022-09-22 10:42:34,215 - mmdet - INFO - Epoch [19][6550/7330] lr: 3.778e-07, eta: 1 day, 2:06:12, time: 0.749, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0307, loss_cls: 0.1538, acc: 94.2544, loss_bbox: 0.2027, loss_mask: 0.2143, loss: 0.6250 +2022-09-22 10:43:10,391 - mmdet - INFO - Epoch [19][6600/7330] lr: 3.778e-07, eta: 1 day, 2:05:11, time: 0.724, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0324, loss_cls: 0.1608, acc: 93.9832, loss_bbox: 0.2149, loss_mask: 0.2167, loss: 0.6483 +2022-09-22 10:43:47,254 - mmdet - INFO - Epoch [19][6650/7330] lr: 3.778e-07, eta: 1 day, 2:04:22, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0339, loss_cls: 0.1712, acc: 93.7534, loss_bbox: 0.2235, loss_mask: 0.2203, loss: 0.6742 +2022-09-22 10:44:24,397 - mmdet - INFO - Epoch [19][6700/7330] lr: 3.778e-07, eta: 1 day, 2:03:38, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0340, loss_cls: 0.1657, acc: 93.8552, loss_bbox: 0.2120, loss_mask: 0.2235, loss: 0.6574 +2022-09-22 10:45:01,990 - mmdet - INFO - Epoch [19][6750/7330] lr: 3.778e-07, eta: 1 day, 2:03:04, time: 0.752, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0319, loss_cls: 0.1579, acc: 94.2461, loss_bbox: 0.2062, loss_mask: 0.2131, loss: 0.6306 +2022-09-22 10:45:38,462 - mmdet - INFO - Epoch [19][6800/7330] lr: 3.778e-07, eta: 1 day, 2:02:08, time: 0.729, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0301, loss_cls: 0.1550, acc: 94.2444, loss_bbox: 0.2021, loss_mask: 0.2153, loss: 0.6256 +2022-09-22 10:46:14,915 - mmdet - INFO - Epoch [19][6850/7330] lr: 3.778e-07, eta: 1 day, 2:01:12, time: 0.729, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0314, loss_cls: 0.1577, acc: 94.1389, loss_bbox: 0.2086, loss_mask: 0.2116, loss: 0.6313 +2022-09-22 10:46:51,776 - mmdet - INFO - Epoch [19][6900/7330] lr: 3.778e-07, eta: 1 day, 2:00:24, time: 0.737, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0315, loss_cls: 0.1540, acc: 94.3606, loss_bbox: 0.2031, loss_mask: 0.2097, loss: 0.6195 +2022-09-22 10:47:28,507 - mmdet - INFO - Epoch [19][6950/7330] lr: 3.778e-07, eta: 1 day, 1:59:34, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0317, loss_cls: 0.1542, acc: 94.3120, loss_bbox: 0.2022, loss_mask: 0.2090, loss: 0.6175 +2022-09-22 10:48:05,985 - mmdet - INFO - Epoch [19][7000/7330] lr: 3.778e-07, eta: 1 day, 1:58:58, time: 0.750, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0308, loss_cls: 0.1599, acc: 94.2239, loss_bbox: 0.2021, loss_mask: 0.2137, loss: 0.6282 +2022-09-22 10:48:43,654 - mmdet - INFO - Epoch [19][7050/7330] lr: 3.778e-07, eta: 1 day, 1:58:24, time: 0.753, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0343, loss_cls: 0.1625, acc: 93.9277, loss_bbox: 0.2128, loss_mask: 0.2153, loss: 0.6477 +2022-09-22 10:49:20,337 - mmdet - INFO - Epoch [19][7100/7330] lr: 3.778e-07, eta: 1 day, 1:57:34, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0332, loss_cls: 0.1582, acc: 94.2825, loss_bbox: 0.2037, loss_mask: 0.2131, loss: 0.6330 +2022-09-22 10:49:57,143 - mmdet - INFO - Epoch [19][7150/7330] lr: 3.778e-07, eta: 1 day, 1:56:45, time: 0.736, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0321, loss_cls: 0.1630, acc: 94.0964, loss_bbox: 0.2093, loss_mask: 0.2140, loss: 0.6425 +2022-09-22 10:50:34,909 - mmdet - INFO - Epoch [19][7200/7330] lr: 3.778e-07, eta: 1 day, 1:56:13, time: 0.755, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0332, loss_cls: 0.1719, acc: 93.9382, loss_bbox: 0.2162, loss_mask: 0.2184, loss: 0.6656 +2022-09-22 10:51:11,844 - mmdet - INFO - Epoch [19][7250/7330] lr: 3.778e-07, eta: 1 day, 1:55:27, time: 0.739, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0299, loss_cls: 0.1568, acc: 94.2417, loss_bbox: 0.1991, loss_mask: 0.2170, loss: 0.6250 +2022-09-22 10:51:49,044 - mmdet - INFO - Epoch [19][7300/7330] lr: 3.778e-07, eta: 1 day, 1:54:47, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0310, loss_cls: 0.1565, acc: 94.2363, loss_bbox: 0.2038, loss_mask: 0.2124, loss: 0.6272 +2022-09-22 10:52:19,728 - mmdet - INFO - Saving checkpoint at 19 epochs +2022-09-22 10:54:35,595 - mmdet - INFO - Evaluating bbox... +2022-09-22 10:55:01,691 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.501 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.730 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.552 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.339 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.541 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.648 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.620 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.620 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.620 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.447 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.663 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.767 + +2022-09-22 10:55:01,691 - mmdet - INFO - Evaluating segm... +2022-09-22 10:55:32,238 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.442 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.696 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.475 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.243 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.481 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.644 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.555 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.555 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.555 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.372 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.602 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.724 + +2022-09-22 10:55:32,677 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 10:55:32,678 - mmdet - INFO - Epoch(val) [19][625] bbox_mAP: 0.5010, bbox_mAP_50: 0.7300, bbox_mAP_75: 0.5520, bbox_mAP_s: 0.3390, bbox_mAP_m: 0.5410, bbox_mAP_l: 0.6480, bbox_mAP_copypaste: 0.501 0.730 0.552 0.339 0.541 0.648, segm_mAP: 0.4420, segm_mAP_50: 0.6960, segm_mAP_75: 0.4750, segm_mAP_s: 0.2430, segm_mAP_m: 0.4810, segm_mAP_l: 0.6440, segm_mAP_copypaste: 0.442 0.696 0.475 0.243 0.481 0.644 +2022-09-22 10:58:40,979 - mmdet - INFO - Epoch [20][50/7330] lr: 3.778e-07, eta: 1 day, 2:29:54, time: 3.766, data_time: 3.038, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0294, loss_cls: 0.1506, acc: 94.4001, loss_bbox: 0.1985, loss_mask: 0.2093, loss: 0.6081 +2022-09-22 10:59:18,342 - mmdet - INFO - Epoch [20][100/7330] lr: 3.778e-07, eta: 1 day, 2:29:00, time: 0.747, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0331, loss_cls: 0.1549, acc: 94.2144, loss_bbox: 0.2040, loss_mask: 0.2125, loss: 0.6265 +2022-09-22 10:59:55,857 - mmdet - INFO - Epoch [20][150/7330] lr: 3.778e-07, eta: 1 day, 2:28:09, time: 0.751, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0346, loss_cls: 0.1664, acc: 93.8723, loss_bbox: 0.2157, loss_mask: 0.2141, loss: 0.6562 +2022-09-22 11:00:32,695 - mmdet - INFO - Epoch [20][200/7330] lr: 3.778e-07, eta: 1 day, 2:27:07, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0292, loss_cls: 0.1484, acc: 94.5789, loss_bbox: 0.1977, loss_mask: 0.2080, loss: 0.6042 +2022-09-22 11:01:09,921 - mmdet - INFO - Epoch [20][250/7330] lr: 3.778e-07, eta: 1 day, 2:26:11, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0308, loss_cls: 0.1565, acc: 94.2312, loss_bbox: 0.2024, loss_mask: 0.2115, loss: 0.6209 +2022-09-22 11:01:46,461 - mmdet - INFO - Epoch [20][300/7330] lr: 3.778e-07, eta: 1 day, 2:25:05, time: 0.731, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0306, loss_cls: 0.1523, acc: 94.3652, loss_bbox: 0.2043, loss_mask: 0.2076, loss: 0.6162 +2022-09-22 11:02:23,656 - mmdet - INFO - Epoch [20][350/7330] lr: 3.778e-07, eta: 1 day, 2:24:10, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0329, loss_cls: 0.1645, acc: 94.0803, loss_bbox: 0.2135, loss_mask: 0.2142, loss: 0.6481 +2022-09-22 11:03:00,483 - mmdet - INFO - Epoch [20][400/7330] lr: 3.778e-07, eta: 1 day, 2:23:09, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0309, loss_cls: 0.1586, acc: 94.1223, loss_bbox: 0.2077, loss_mask: 0.2120, loss: 0.6322 +2022-09-22 11:03:37,854 - mmdet - INFO - Epoch [20][450/7330] lr: 3.778e-07, eta: 1 day, 2:22:17, time: 0.747, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0311, loss_cls: 0.1552, acc: 94.2278, loss_bbox: 0.2102, loss_mask: 0.2147, loss: 0.6321 +2022-09-22 11:04:15,475 - mmdet - INFO - Epoch [20][500/7330] lr: 3.778e-07, eta: 1 day, 2:21:28, time: 0.752, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0331, loss_cls: 0.1620, acc: 93.9490, loss_bbox: 0.2128, loss_mask: 0.2142, loss: 0.6435 +2022-09-22 11:04:52,525 - mmdet - INFO - Epoch [20][550/7330] lr: 3.778e-07, eta: 1 day, 2:20:31, time: 0.741, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0306, loss_cls: 0.1590, acc: 94.1843, loss_bbox: 0.2061, loss_mask: 0.2129, loss: 0.6296 +2022-09-22 11:05:29,332 - mmdet - INFO - Epoch [20][600/7330] lr: 3.778e-07, eta: 1 day, 2:19:32, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0309, loss_cls: 0.1602, acc: 94.1345, loss_bbox: 0.2109, loss_mask: 0.2166, loss: 0.6395 +2022-09-22 11:06:07,195 - mmdet - INFO - Epoch [20][650/7330] lr: 3.778e-07, eta: 1 day, 2:18:48, time: 0.757, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0351, loss_cls: 0.1690, acc: 93.7354, loss_bbox: 0.2197, loss_mask: 0.2155, loss: 0.6628 +2022-09-22 11:06:43,936 - mmdet - INFO - Epoch [20][700/7330] lr: 3.778e-07, eta: 1 day, 2:17:47, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0312, loss_cls: 0.1569, acc: 94.2327, loss_bbox: 0.2070, loss_mask: 0.2086, loss: 0.6268 +2022-09-22 11:07:20,518 - mmdet - INFO - Epoch [20][750/7330] lr: 3.778e-07, eta: 1 day, 2:16:44, time: 0.732, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0272, loss_cls: 0.1496, acc: 94.5054, loss_bbox: 0.1989, loss_mask: 0.2082, loss: 0.6025 +2022-09-22 11:07:57,758 - mmdet - INFO - Epoch [20][800/7330] lr: 3.778e-07, eta: 1 day, 2:15:51, time: 0.744, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0319, loss_cls: 0.1548, acc: 94.2795, loss_bbox: 0.2047, loss_mask: 0.2085, loss: 0.6207 +2022-09-22 11:08:35,253 - mmdet - INFO - Epoch [20][850/7330] lr: 3.778e-07, eta: 1 day, 2:15:03, time: 0.750, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0311, loss_cls: 0.1549, acc: 94.3032, loss_bbox: 0.1979, loss_mask: 0.2139, loss: 0.6202 +2022-09-22 11:09:12,254 - mmdet - INFO - Epoch [20][900/7330] lr: 3.778e-07, eta: 1 day, 2:14:06, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0323, loss_cls: 0.1609, acc: 94.0625, loss_bbox: 0.2133, loss_mask: 0.2178, loss: 0.6469 +2022-09-22 11:09:49,452 - mmdet - INFO - Epoch [20][950/7330] lr: 3.778e-07, eta: 1 day, 2:13:14, time: 0.744, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0309, loss_cls: 0.1578, acc: 94.1438, loss_bbox: 0.2100, loss_mask: 0.2131, loss: 0.6333 +2022-09-22 11:10:27,000 - mmdet - INFO - Epoch [20][1000/7330] lr: 3.778e-07, eta: 1 day, 2:12:27, time: 0.751, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0352, loss_cls: 0.1662, acc: 93.8154, loss_bbox: 0.2154, loss_mask: 0.2181, loss: 0.6575 +2022-09-22 11:11:03,774 - mmdet - INFO - Epoch [20][1050/7330] lr: 3.778e-07, eta: 1 day, 2:11:28, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0272, loss_cls: 0.1437, acc: 94.7253, loss_bbox: 0.1890, loss_mask: 0.2059, loss: 0.5864 +2022-09-22 11:11:41,732 - mmdet - INFO - Epoch [20][1100/7330] lr: 3.778e-07, eta: 1 day, 2:10:47, time: 0.759, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0317, loss_cls: 0.1651, acc: 93.9172, loss_bbox: 0.2136, loss_mask: 0.2176, loss: 0.6502 +2022-09-22 11:12:18,902 - mmdet - INFO - Epoch [20][1150/7330] lr: 3.778e-07, eta: 1 day, 2:09:55, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0300, loss_cls: 0.1533, acc: 94.3193, loss_bbox: 0.2032, loss_mask: 0.2115, loss: 0.6183 +2022-09-22 11:12:55,903 - mmdet - INFO - Epoch [20][1200/7330] lr: 3.778e-07, eta: 1 day, 2:09:00, time: 0.740, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0323, loss_cls: 0.1664, acc: 93.9590, loss_bbox: 0.2114, loss_mask: 0.2187, loss: 0.6507 +2022-09-22 11:13:32,547 - mmdet - INFO - Epoch [20][1250/7330] lr: 3.778e-07, eta: 1 day, 2:07:59, time: 0.732, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0290, loss_cls: 0.1523, acc: 94.3923, loss_bbox: 0.1999, loss_mask: 0.2050, loss: 0.6062 +2022-09-22 11:14:09,477 - mmdet - INFO - Epoch [20][1300/7330] lr: 3.778e-07, eta: 1 day, 2:07:05, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0332, loss_cls: 0.1563, acc: 94.2058, loss_bbox: 0.2099, loss_mask: 0.2139, loss: 0.6335 +2022-09-22 11:14:46,763 - mmdet - INFO - Epoch [20][1350/7330] lr: 3.778e-07, eta: 1 day, 2:06:15, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0334, loss_cls: 0.1676, acc: 93.7637, loss_bbox: 0.2162, loss_mask: 0.2137, loss: 0.6551 +2022-09-22 11:15:23,728 - mmdet - INFO - Epoch [20][1400/7330] lr: 3.778e-07, eta: 1 day, 2:05:20, time: 0.739, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0311, loss_cls: 0.1570, acc: 94.1982, loss_bbox: 0.2081, loss_mask: 0.2122, loss: 0.6315 +2022-09-22 11:16:00,336 - mmdet - INFO - Epoch [20][1450/7330] lr: 3.778e-07, eta: 1 day, 2:04:21, time: 0.733, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0315, loss_cls: 0.1548, acc: 94.2556, loss_bbox: 0.2045, loss_mask: 0.2115, loss: 0.6239 +2022-09-22 11:16:37,515 - mmdet - INFO - Epoch [20][1500/7330] lr: 3.778e-07, eta: 1 day, 2:03:30, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0309, loss_cls: 0.1602, acc: 94.1367, loss_bbox: 0.2031, loss_mask: 0.2094, loss: 0.6264 +2022-09-22 11:17:14,571 - mmdet - INFO - Epoch [20][1550/7330] lr: 3.778e-07, eta: 1 day, 2:02:37, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0320, loss_cls: 0.1658, acc: 93.9609, loss_bbox: 0.2111, loss_mask: 0.2172, loss: 0.6495 +2022-09-22 11:17:51,724 - mmdet - INFO - Epoch [20][1600/7330] lr: 3.778e-07, eta: 1 day, 2:01:46, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0325, loss_cls: 0.1544, acc: 94.3152, loss_bbox: 0.2038, loss_mask: 0.2077, loss: 0.6213 +2022-09-22 11:18:28,929 - mmdet - INFO - Epoch [20][1650/7330] lr: 3.778e-07, eta: 1 day, 2:00:56, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0332, loss_cls: 0.1576, acc: 94.1768, loss_bbox: 0.2086, loss_mask: 0.2130, loss: 0.6345 +2022-09-22 11:19:06,911 - mmdet - INFO - Epoch [20][1700/7330] lr: 3.778e-07, eta: 1 day, 2:00:17, time: 0.760, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0308, loss_cls: 0.1570, acc: 94.2502, loss_bbox: 0.2061, loss_mask: 0.2124, loss: 0.6294 +2022-09-22 11:19:43,934 - mmdet - INFO - Epoch [20][1750/7330] lr: 3.778e-07, eta: 1 day, 1:59:24, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0335, loss_cls: 0.1589, acc: 94.0933, loss_bbox: 0.2068, loss_mask: 0.2117, loss: 0.6347 +2022-09-22 11:20:21,412 - mmdet - INFO - Epoch [20][1800/7330] lr: 3.778e-07, eta: 1 day, 1:58:38, time: 0.750, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0332, loss_cls: 0.1562, acc: 94.1201, loss_bbox: 0.2076, loss_mask: 0.2115, loss: 0.6309 +2022-09-22 11:20:59,345 - mmdet - INFO - Epoch [20][1850/7330] lr: 3.778e-07, eta: 1 day, 1:57:58, time: 0.759, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0322, loss_cls: 0.1604, acc: 94.0850, loss_bbox: 0.2074, loss_mask: 0.2109, loss: 0.6331 +2022-09-22 11:21:36,384 - mmdet - INFO - Epoch [20][1900/7330] lr: 3.778e-07, eta: 1 day, 1:57:06, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0300, loss_cls: 0.1509, acc: 94.4407, loss_bbox: 0.2035, loss_mask: 0.2085, loss: 0.6137 +2022-09-22 11:22:13,122 - mmdet - INFO - Epoch [20][1950/7330] lr: 3.778e-07, eta: 1 day, 1:56:11, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0327, loss_cls: 0.1649, acc: 93.9246, loss_bbox: 0.2176, loss_mask: 0.2179, loss: 0.6553 +2022-09-22 11:22:50,611 - mmdet - INFO - Epoch [20][2000/7330] lr: 3.778e-07, eta: 1 day, 1:55:25, time: 0.750, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0299, loss_cls: 0.1541, acc: 94.3823, loss_bbox: 0.1992, loss_mask: 0.2079, loss: 0.6152 +2022-09-22 11:23:27,275 - mmdet - INFO - Epoch [20][2050/7330] lr: 3.778e-07, eta: 1 day, 1:54:29, time: 0.733, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0331, loss_cls: 0.1603, acc: 94.1741, loss_bbox: 0.2107, loss_mask: 0.2136, loss: 0.6438 +2022-09-22 11:24:04,441 - mmdet - INFO - Epoch [20][2100/7330] lr: 3.778e-07, eta: 1 day, 1:53:39, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0322, loss_cls: 0.1536, acc: 94.3542, loss_bbox: 0.2010, loss_mask: 0.2139, loss: 0.6232 +2022-09-22 11:24:41,759 - mmdet - INFO - Epoch [20][2150/7330] lr: 3.778e-07, eta: 1 day, 1:52:52, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0319, loss_cls: 0.1614, acc: 94.0161, loss_bbox: 0.2141, loss_mask: 0.2136, loss: 0.6422 +2022-09-22 11:25:18,916 - mmdet - INFO - Epoch [20][2200/7330] lr: 3.778e-07, eta: 1 day, 1:52:02, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0314, loss_cls: 0.1563, acc: 94.3428, loss_bbox: 0.2038, loss_mask: 0.2111, loss: 0.6255 +2022-09-22 11:25:55,826 - mmdet - INFO - Epoch [20][2250/7330] lr: 3.778e-07, eta: 1 day, 1:51:10, time: 0.738, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0313, loss_cls: 0.1601, acc: 94.0562, loss_bbox: 0.2091, loss_mask: 0.2150, loss: 0.6362 +2022-09-22 11:26:32,580 - mmdet - INFO - Epoch [20][2300/7330] lr: 3.778e-07, eta: 1 day, 1:50:16, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0329, loss_cls: 0.1619, acc: 94.0586, loss_bbox: 0.2093, loss_mask: 0.2104, loss: 0.6366 +2022-09-22 11:27:09,617 - mmdet - INFO - Epoch [20][2350/7330] lr: 3.778e-07, eta: 1 day, 1:49:25, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0314, loss_cls: 0.1606, acc: 94.0557, loss_bbox: 0.2168, loss_mask: 0.2134, loss: 0.6448 +2022-09-22 11:27:47,236 - mmdet - INFO - Epoch [20][2400/7330] lr: 3.778e-07, eta: 1 day, 1:48:42, time: 0.752, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0338, loss_cls: 0.1684, acc: 93.7732, loss_bbox: 0.2206, loss_mask: 0.2172, loss: 0.6643 +2022-09-22 11:28:24,411 - mmdet - INFO - Epoch [20][2450/7330] lr: 3.778e-07, eta: 1 day, 1:47:54, time: 0.743, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0304, loss_cls: 0.1507, acc: 94.4006, loss_bbox: 0.2021, loss_mask: 0.2142, loss: 0.6180 +2022-09-22 11:29:01,419 - mmdet - INFO - Epoch [20][2500/7330] lr: 3.778e-07, eta: 1 day, 1:47:03, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0346, loss_cls: 0.1619, acc: 93.9524, loss_bbox: 0.2145, loss_mask: 0.2180, loss: 0.6546 +2022-09-22 11:29:38,444 - mmdet - INFO - Epoch [20][2550/7330] lr: 3.778e-07, eta: 1 day, 1:46:13, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0332, loss_cls: 0.1621, acc: 93.9961, loss_bbox: 0.2153, loss_mask: 0.2131, loss: 0.6448 +2022-09-22 11:30:15,272 - mmdet - INFO - Epoch [20][2600/7330] lr: 3.778e-07, eta: 1 day, 1:45:20, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0312, loss_cls: 0.1556, acc: 94.2424, loss_bbox: 0.2065, loss_mask: 0.2100, loss: 0.6254 +2022-09-22 11:30:52,685 - mmdet - INFO - Epoch [20][2650/7330] lr: 3.778e-07, eta: 1 day, 1:44:35, time: 0.748, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0332, loss_cls: 0.1559, acc: 94.2393, loss_bbox: 0.2052, loss_mask: 0.2094, loss: 0.6250 +2022-09-22 11:31:30,095 - mmdet - INFO - Epoch [20][2700/7330] lr: 3.778e-07, eta: 1 day, 1:43:50, time: 0.748, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0332, loss_cls: 0.1572, acc: 94.2178, loss_bbox: 0.2060, loss_mask: 0.2155, loss: 0.6350 +2022-09-22 11:32:07,230 - mmdet - INFO - Epoch [20][2750/7330] lr: 3.778e-07, eta: 1 day, 1:43:02, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0321, loss_cls: 0.1538, acc: 94.3022, loss_bbox: 0.2041, loss_mask: 0.2087, loss: 0.6222 +2022-09-22 11:32:44,431 - mmdet - INFO - Epoch [20][2800/7330] lr: 3.778e-07, eta: 1 day, 1:42:14, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0338, loss_cls: 0.1619, acc: 93.9922, loss_bbox: 0.2089, loss_mask: 0.2106, loss: 0.6374 +2022-09-22 11:33:20,711 - mmdet - INFO - Epoch [20][2850/7330] lr: 3.778e-07, eta: 1 day, 1:41:16, time: 0.725, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0294, loss_cls: 0.1506, acc: 94.4834, loss_bbox: 0.1974, loss_mask: 0.2181, loss: 0.6163 +2022-09-22 11:33:58,049 - mmdet - INFO - Epoch [20][2900/7330] lr: 3.778e-07, eta: 1 day, 1:40:31, time: 0.747, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0306, loss_cls: 0.1519, acc: 94.4204, loss_bbox: 0.2006, loss_mask: 0.2092, loss: 0.6133 +2022-09-22 11:34:34,561 - mmdet - INFO - Epoch [20][2950/7330] lr: 3.778e-07, eta: 1 day, 1:39:35, time: 0.730, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0309, loss_cls: 0.1550, acc: 94.3838, loss_bbox: 0.1990, loss_mask: 0.2118, loss: 0.6197 +2022-09-22 11:35:11,461 - mmdet - INFO - Epoch [20][3000/7330] lr: 3.778e-07, eta: 1 day, 1:38:44, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0315, loss_cls: 0.1595, acc: 94.1621, loss_bbox: 0.2065, loss_mask: 0.2132, loss: 0.6330 +2022-09-22 11:35:49,191 - mmdet - INFO - Epoch [20][3050/7330] lr: 3.778e-07, eta: 1 day, 1:38:04, time: 0.756, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0332, loss_cls: 0.1553, acc: 94.3149, loss_bbox: 0.2057, loss_mask: 0.2125, loss: 0.6306 +2022-09-22 11:36:25,585 - mmdet - INFO - Epoch [20][3100/7330] lr: 3.778e-07, eta: 1 day, 1:37:08, time: 0.728, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0300, loss_cls: 0.1516, acc: 94.4351, loss_bbox: 0.2017, loss_mask: 0.2099, loss: 0.6136 +2022-09-22 11:37:02,761 - mmdet - INFO - Epoch [20][3150/7330] lr: 3.778e-07, eta: 1 day, 1:36:21, time: 0.744, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0333, loss_cls: 0.1639, acc: 93.9636, loss_bbox: 0.2126, loss_mask: 0.2108, loss: 0.6421 +2022-09-22 11:37:40,101 - mmdet - INFO - Epoch [20][3200/7330] lr: 3.778e-07, eta: 1 day, 1:35:36, time: 0.747, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0330, loss_cls: 0.1627, acc: 93.9751, loss_bbox: 0.2131, loss_mask: 0.2096, loss: 0.6414 +2022-09-22 11:38:17,597 - mmdet - INFO - Epoch [20][3250/7330] lr: 3.778e-07, eta: 1 day, 1:34:53, time: 0.750, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0324, loss_cls: 0.1544, acc: 94.3379, loss_bbox: 0.2039, loss_mask: 0.2113, loss: 0.6244 +2022-09-22 11:38:53,865 - mmdet - INFO - Epoch [20][3300/7330] lr: 3.778e-07, eta: 1 day, 1:33:55, time: 0.724, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0299, loss_cls: 0.1556, acc: 94.3110, loss_bbox: 0.1972, loss_mask: 0.2102, loss: 0.6137 +2022-09-22 11:39:30,845 - mmdet - INFO - Epoch [20][3350/7330] lr: 3.778e-07, eta: 1 day, 1:33:07, time: 0.741, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0307, loss_cls: 0.1507, acc: 94.4912, loss_bbox: 0.1943, loss_mask: 0.2079, loss: 0.6047 +2022-09-22 11:40:07,814 - mmdet - INFO - Epoch [20][3400/7330] lr: 3.778e-07, eta: 1 day, 1:32:18, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0332, loss_cls: 0.1559, acc: 94.2363, loss_bbox: 0.2089, loss_mask: 0.2191, loss: 0.6384 +2022-09-22 11:40:44,518 - mmdet - INFO - Epoch [20][3450/7330] lr: 3.778e-07, eta: 1 day, 1:31:27, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0306, loss_cls: 0.1543, acc: 94.3381, loss_bbox: 0.2033, loss_mask: 0.2134, loss: 0.6241 +2022-09-22 11:41:21,365 - mmdet - INFO - Epoch [20][3500/7330] lr: 3.778e-07, eta: 1 day, 1:30:36, time: 0.736, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0312, loss_cls: 0.1574, acc: 94.1846, loss_bbox: 0.2061, loss_mask: 0.2119, loss: 0.6263 +2022-09-22 11:41:58,076 - mmdet - INFO - Epoch [20][3550/7330] lr: 3.778e-07, eta: 1 day, 1:29:45, time: 0.735, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0298, loss_cls: 0.1523, acc: 94.4863, loss_bbox: 0.1941, loss_mask: 0.2119, loss: 0.6090 +2022-09-22 11:42:34,972 - mmdet - INFO - Epoch [20][3600/7330] lr: 3.778e-07, eta: 1 day, 1:28:54, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0320, loss_cls: 0.1657, acc: 93.8958, loss_bbox: 0.2130, loss_mask: 0.2137, loss: 0.6466 +2022-09-22 11:43:11,666 - mmdet - INFO - Epoch [20][3650/7330] lr: 3.778e-07, eta: 1 day, 1:28:05, time: 0.738, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0326, loss_cls: 0.1565, acc: 94.1294, loss_bbox: 0.2011, loss_mask: 0.2065, loss: 0.6200 +2022-09-22 11:43:48,167 - mmdet - INFO - Epoch [20][3700/7330] lr: 3.778e-07, eta: 1 day, 1:27:12, time: 0.730, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0312, loss_cls: 0.1527, acc: 94.3628, loss_bbox: 0.2011, loss_mask: 0.2071, loss: 0.6143 +2022-09-22 11:44:25,778 - mmdet - INFO - Epoch [20][3750/7330] lr: 3.778e-07, eta: 1 day, 1:26:31, time: 0.752, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0340, loss_cls: 0.1600, acc: 94.0393, loss_bbox: 0.2100, loss_mask: 0.2131, loss: 0.6401 +2022-09-22 11:45:02,649 - mmdet - INFO - Epoch [20][3800/7330] lr: 3.778e-07, eta: 1 day, 1:25:42, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0349, loss_cls: 0.1592, acc: 93.9966, loss_bbox: 0.2172, loss_mask: 0.2205, loss: 0.6560 +2022-09-22 11:45:39,351 - mmdet - INFO - Epoch [20][3850/7330] lr: 3.778e-07, eta: 1 day, 1:24:51, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0318, loss_cls: 0.1591, acc: 94.0999, loss_bbox: 0.2118, loss_mask: 0.2201, loss: 0.6451 +2022-09-22 11:46:16,602 - mmdet - INFO - Epoch [20][3900/7330] lr: 3.778e-07, eta: 1 day, 1:24:07, time: 0.745, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0307, loss_cls: 0.1569, acc: 94.1934, loss_bbox: 0.2009, loss_mask: 0.2145, loss: 0.6255 +2022-09-22 11:46:53,511 - mmdet - INFO - Epoch [20][3950/7330] lr: 3.778e-07, eta: 1 day, 1:23:18, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0333, loss_cls: 0.1592, acc: 94.2100, loss_bbox: 0.2040, loss_mask: 0.2135, loss: 0.6332 +2022-09-22 11:47:30,057 - mmdet - INFO - Epoch [20][4000/7330] lr: 3.778e-07, eta: 1 day, 1:22:26, time: 0.731, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0327, loss_cls: 0.1580, acc: 94.1282, loss_bbox: 0.2090, loss_mask: 0.2102, loss: 0.6308 +2022-09-22 11:48:06,777 - mmdet - INFO - Epoch [20][4050/7330] lr: 3.778e-07, eta: 1 day, 1:21:36, time: 0.734, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0328, loss_cls: 0.1593, acc: 94.1633, loss_bbox: 0.2064, loss_mask: 0.2168, loss: 0.6388 +2022-09-22 11:48:43,692 - mmdet - INFO - Epoch [20][4100/7330] lr: 3.778e-07, eta: 1 day, 1:20:48, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0328, loss_cls: 0.1654, acc: 93.9331, loss_bbox: 0.2141, loss_mask: 0.2186, loss: 0.6540 +2022-09-22 11:49:20,944 - mmdet - INFO - Epoch [20][4150/7330] lr: 3.778e-07, eta: 1 day, 1:20:04, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0309, loss_cls: 0.1561, acc: 94.2249, loss_bbox: 0.2013, loss_mask: 0.2130, loss: 0.6218 +2022-09-22 11:49:58,075 - mmdet - INFO - Epoch [20][4200/7330] lr: 3.778e-07, eta: 1 day, 1:19:19, time: 0.743, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0318, loss_cls: 0.1589, acc: 94.1440, loss_bbox: 0.2044, loss_mask: 0.2140, loss: 0.6316 +2022-09-22 11:50:35,287 - mmdet - INFO - Epoch [20][4250/7330] lr: 3.778e-07, eta: 1 day, 1:18:34, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0336, loss_cls: 0.1612, acc: 94.1189, loss_bbox: 0.2087, loss_mask: 0.2167, loss: 0.6429 +2022-09-22 11:51:11,887 - mmdet - INFO - Epoch [20][4300/7330] lr: 3.778e-07, eta: 1 day, 1:17:43, time: 0.732, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0318, loss_cls: 0.1597, acc: 94.1296, loss_bbox: 0.2083, loss_mask: 0.2136, loss: 0.6340 +2022-09-22 11:51:49,046 - mmdet - INFO - Epoch [20][4350/7330] lr: 3.778e-07, eta: 1 day, 1:16:58, time: 0.743, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0302, loss_cls: 0.1578, acc: 94.2737, loss_bbox: 0.2043, loss_mask: 0.2098, loss: 0.6245 +2022-09-22 11:52:26,029 - mmdet - INFO - Epoch [20][4400/7330] lr: 3.778e-07, eta: 1 day, 1:16:12, time: 0.740, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0307, loss_cls: 0.1558, acc: 94.2781, loss_bbox: 0.2053, loss_mask: 0.2156, loss: 0.6278 +2022-09-22 11:53:02,856 - mmdet - INFO - Epoch [20][4450/7330] lr: 3.778e-07, eta: 1 day, 1:15:24, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0308, loss_cls: 0.1558, acc: 94.2942, loss_bbox: 0.2009, loss_mask: 0.2132, loss: 0.6223 +2022-09-22 11:53:39,991 - mmdet - INFO - Epoch [20][4500/7330] lr: 3.778e-07, eta: 1 day, 1:14:39, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0313, loss_cls: 0.1579, acc: 94.2146, loss_bbox: 0.2052, loss_mask: 0.2131, loss: 0.6307 +2022-09-22 11:54:16,809 - mmdet - INFO - Epoch [20][4550/7330] lr: 3.778e-07, eta: 1 day, 1:13:51, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0323, loss_cls: 0.1649, acc: 93.9255, loss_bbox: 0.2181, loss_mask: 0.2181, loss: 0.6566 +2022-09-22 11:54:53,437 - mmdet - INFO - Epoch [20][4600/7330] lr: 3.778e-07, eta: 1 day, 1:13:01, time: 0.733, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0322, loss_cls: 0.1636, acc: 93.9502, loss_bbox: 0.2082, loss_mask: 0.2139, loss: 0.6396 +2022-09-22 11:55:29,787 - mmdet - INFO - Epoch [20][4650/7330] lr: 3.778e-07, eta: 1 day, 1:12:08, time: 0.727, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0290, loss_cls: 0.1623, acc: 94.0078, loss_bbox: 0.2044, loss_mask: 0.2048, loss: 0.6200 +2022-09-22 11:56:06,155 - mmdet - INFO - Epoch [20][4700/7330] lr: 3.778e-07, eta: 1 day, 1:11:16, time: 0.727, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0319, loss_cls: 0.1548, acc: 94.2324, loss_bbox: 0.2037, loss_mask: 0.2131, loss: 0.6262 +2022-09-22 11:56:43,422 - mmdet - INFO - Epoch [20][4750/7330] lr: 3.778e-07, eta: 1 day, 1:10:33, time: 0.745, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0323, loss_cls: 0.1558, acc: 94.2534, loss_bbox: 0.2025, loss_mask: 0.2169, loss: 0.6313 +2022-09-22 11:57:20,958 - mmdet - INFO - Epoch [20][4800/7330] lr: 3.778e-07, eta: 1 day, 1:09:52, time: 0.751, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0312, loss_cls: 0.1628, acc: 94.0198, loss_bbox: 0.2069, loss_mask: 0.2156, loss: 0.6392 +2022-09-22 11:57:57,542 - mmdet - INFO - Epoch [20][4850/7330] lr: 3.778e-07, eta: 1 day, 1:09:02, time: 0.732, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0297, loss_cls: 0.1544, acc: 94.2556, loss_bbox: 0.2032, loss_mask: 0.2131, loss: 0.6209 +2022-09-22 11:58:34,283 - mmdet - INFO - Epoch [20][4900/7330] lr: 3.778e-07, eta: 1 day, 1:08:14, time: 0.735, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0307, loss_cls: 0.1559, acc: 94.2651, loss_bbox: 0.2002, loss_mask: 0.2136, loss: 0.6210 +2022-09-22 11:59:11,248 - mmdet - INFO - Epoch [20][4950/7330] lr: 3.778e-07, eta: 1 day, 1:07:28, time: 0.739, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0319, loss_cls: 0.1639, acc: 93.9744, loss_bbox: 0.2173, loss_mask: 0.2172, loss: 0.6521 +2022-09-22 11:59:48,075 - mmdet - INFO - Epoch [20][5000/7330] lr: 3.778e-07, eta: 1 day, 1:06:41, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0337, loss_cls: 0.1670, acc: 93.8169, loss_bbox: 0.2157, loss_mask: 0.2229, loss: 0.6623 +2022-09-22 12:00:29,162 - mmdet - INFO - Epoch [20][5050/7330] lr: 3.778e-07, eta: 1 day, 1:06:35, time: 0.822, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0303, loss_cls: 0.1621, acc: 94.0425, loss_bbox: 0.2090, loss_mask: 0.2144, loss: 0.6373 +2022-09-22 12:01:05,710 - mmdet - INFO - Epoch [20][5100/7330] lr: 3.778e-07, eta: 1 day, 1:05:45, time: 0.731, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0315, loss_cls: 0.1558, acc: 94.2600, loss_bbox: 0.2016, loss_mask: 0.2125, loss: 0.6223 +2022-09-22 12:01:42,865 - mmdet - INFO - Epoch [20][5150/7330] lr: 3.778e-07, eta: 1 day, 1:05:01, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0309, loss_cls: 0.1547, acc: 94.4163, loss_bbox: 0.2056, loss_mask: 0.2177, loss: 0.6326 +2022-09-22 12:02:19,700 - mmdet - INFO - Epoch [20][5200/7330] lr: 3.778e-07, eta: 1 day, 1:04:14, time: 0.737, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0300, loss_cls: 0.1536, acc: 94.3225, loss_bbox: 0.2070, loss_mask: 0.2134, loss: 0.6257 +2022-09-22 12:02:56,813 - mmdet - INFO - Epoch [20][5250/7330] lr: 3.778e-07, eta: 1 day, 1:03:30, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0315, loss_cls: 0.1576, acc: 94.2153, loss_bbox: 0.2049, loss_mask: 0.2130, loss: 0.6281 +2022-09-22 12:03:34,195 - mmdet - INFO - Epoch [20][5300/7330] lr: 3.778e-07, eta: 1 day, 1:02:48, time: 0.747, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0328, loss_cls: 0.1516, acc: 94.5095, loss_bbox: 0.2006, loss_mask: 0.2112, loss: 0.6203 +2022-09-22 12:04:10,417 - mmdet - INFO - Epoch [20][5350/7330] lr: 3.778e-07, eta: 1 day, 1:01:56, time: 0.725, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0319, loss_cls: 0.1565, acc: 94.2444, loss_bbox: 0.2013, loss_mask: 0.2089, loss: 0.6212 +2022-09-22 12:04:46,504 - mmdet - INFO - Epoch [20][5400/7330] lr: 3.778e-07, eta: 1 day, 1:01:02, time: 0.721, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0318, loss_cls: 0.1541, acc: 94.3237, loss_bbox: 0.2008, loss_mask: 0.2153, loss: 0.6239 +2022-09-22 12:05:23,732 - mmdet - INFO - Epoch [20][5450/7330] lr: 3.778e-07, eta: 1 day, 1:00:19, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0320, loss_cls: 0.1621, acc: 94.0645, loss_bbox: 0.2117, loss_mask: 0.2162, loss: 0.6455 +2022-09-22 12:06:00,417 - mmdet - INFO - Epoch [20][5500/7330] lr: 3.778e-07, eta: 1 day, 0:59:32, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0334, loss_cls: 0.1580, acc: 94.3672, loss_bbox: 0.2075, loss_mask: 0.2107, loss: 0.6328 +2022-09-22 12:06:36,678 - mmdet - INFO - Epoch [20][5550/7330] lr: 3.778e-07, eta: 1 day, 0:58:40, time: 0.725, data_time: 0.013, memory: 54014, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0321, loss_cls: 0.1531, acc: 94.4204, loss_bbox: 0.2061, loss_mask: 0.2106, loss: 0.6262 +2022-09-22 12:07:13,542 - mmdet - INFO - Epoch [20][5600/7330] lr: 3.778e-07, eta: 1 day, 0:57:54, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0331, loss_cls: 0.1643, acc: 94.1033, loss_bbox: 0.2074, loss_mask: 0.2145, loss: 0.6453 +2022-09-22 12:07:50,311 - mmdet - INFO - Epoch [20][5650/7330] lr: 3.778e-07, eta: 1 day, 0:57:07, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0334, loss_cls: 0.1650, acc: 93.9346, loss_bbox: 0.2092, loss_mask: 0.2185, loss: 0.6496 +2022-09-22 12:08:26,665 - mmdet - INFO - Epoch [20][5700/7330] lr: 3.778e-07, eta: 1 day, 0:56:16, time: 0.727, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0338, loss_cls: 0.1695, acc: 93.8193, loss_bbox: 0.2191, loss_mask: 0.2186, loss: 0.6650 +2022-09-22 12:09:02,529 - mmdet - INFO - Epoch [20][5750/7330] lr: 3.778e-07, eta: 1 day, 0:55:21, time: 0.717, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0335, loss_cls: 0.1647, acc: 93.9392, loss_bbox: 0.2140, loss_mask: 0.2260, loss: 0.6609 +2022-09-22 12:09:39,253 - mmdet - INFO - Epoch [20][5800/7330] lr: 3.778e-07, eta: 1 day, 0:54:35, time: 0.735, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0321, loss_cls: 0.1572, acc: 94.1694, loss_bbox: 0.2057, loss_mask: 0.2164, loss: 0.6323 +2022-09-22 12:10:16,192 - mmdet - INFO - Epoch [20][5850/7330] lr: 3.778e-07, eta: 1 day, 0:53:49, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0318, loss_cls: 0.1578, acc: 94.1360, loss_bbox: 0.2085, loss_mask: 0.2149, loss: 0.6343 +2022-09-22 12:10:55,355 - mmdet - INFO - Epoch [20][5900/7330] lr: 3.778e-07, eta: 1 day, 0:53:25, time: 0.784, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0328, loss_cls: 0.1676, acc: 93.8984, loss_bbox: 0.2165, loss_mask: 0.2200, loss: 0.6586 +2022-09-22 12:11:31,991 - mmdet - INFO - Epoch [20][5950/7330] lr: 3.778e-07, eta: 1 day, 0:52:37, time: 0.733, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0316, loss_cls: 0.1507, acc: 94.4297, loss_bbox: 0.1978, loss_mask: 0.2114, loss: 0.6133 +2022-09-22 12:12:08,304 - mmdet - INFO - Epoch [20][6000/7330] lr: 3.778e-07, eta: 1 day, 0:51:47, time: 0.726, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0332, loss_cls: 0.1648, acc: 93.8228, loss_bbox: 0.2160, loss_mask: 0.2148, loss: 0.6515 +2022-09-22 12:12:44,702 - mmdet - INFO - Epoch [20][6050/7330] lr: 3.778e-07, eta: 1 day, 0:50:57, time: 0.728, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0329, loss_cls: 0.1628, acc: 94.0112, loss_bbox: 0.2089, loss_mask: 0.2152, loss: 0.6412 +2022-09-22 12:13:21,711 - mmdet - INFO - Epoch [20][6100/7330] lr: 3.778e-07, eta: 1 day, 0:50:13, time: 0.740, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0329, loss_cls: 0.1593, acc: 94.1741, loss_bbox: 0.2061, loss_mask: 0.2155, loss: 0.6359 +2022-09-22 12:13:58,063 - mmdet - INFO - Epoch [20][6150/7330] lr: 3.778e-07, eta: 1 day, 0:49:23, time: 0.727, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0304, loss_cls: 0.1495, acc: 94.4705, loss_bbox: 0.1976, loss_mask: 0.2095, loss: 0.6080 +2022-09-22 12:14:34,756 - mmdet - INFO - Epoch [20][6200/7330] lr: 3.778e-07, eta: 1 day, 0:48:36, time: 0.734, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0307, loss_cls: 0.1552, acc: 94.3250, loss_bbox: 0.2008, loss_mask: 0.2056, loss: 0.6162 +2022-09-22 12:15:11,318 - mmdet - INFO - Epoch [20][6250/7330] lr: 3.778e-07, eta: 1 day, 0:47:49, time: 0.731, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0329, loss_cls: 0.1520, acc: 94.3447, loss_bbox: 0.2030, loss_mask: 0.2070, loss: 0.6170 +2022-09-22 12:15:47,718 - mmdet - INFO - Epoch [20][6300/7330] lr: 3.778e-07, eta: 1 day, 0:47:00, time: 0.728, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0320, loss_cls: 0.1669, acc: 93.9038, loss_bbox: 0.2130, loss_mask: 0.2158, loss: 0.6501 +2022-09-22 12:16:23,897 - mmdet - INFO - Epoch [20][6350/7330] lr: 3.778e-07, eta: 1 day, 0:46:09, time: 0.724, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0316, loss_cls: 0.1629, acc: 94.0696, loss_bbox: 0.2084, loss_mask: 0.2193, loss: 0.6434 +2022-09-22 12:17:00,298 - mmdet - INFO - Epoch [20][6400/7330] lr: 3.778e-07, eta: 1 day, 0:45:20, time: 0.728, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0303, loss_cls: 0.1615, acc: 94.1887, loss_bbox: 0.2028, loss_mask: 0.2108, loss: 0.6265 +2022-09-22 12:17:36,728 - mmdet - INFO - Epoch [20][6450/7330] lr: 3.778e-07, eta: 1 day, 0:44:31, time: 0.728, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0309, loss_cls: 0.1565, acc: 94.2219, loss_bbox: 0.2028, loss_mask: 0.2147, loss: 0.6274 +2022-09-22 12:18:13,581 - mmdet - INFO - Epoch [20][6500/7330] lr: 3.778e-07, eta: 1 day, 0:43:46, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0330, loss_cls: 0.1635, acc: 93.9424, loss_bbox: 0.2133, loss_mask: 0.2177, loss: 0.6510 +2022-09-22 12:18:50,520 - mmdet - INFO - Epoch [20][6550/7330] lr: 3.778e-07, eta: 1 day, 0:43:02, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0297, loss_cls: 0.1493, acc: 94.4707, loss_bbox: 0.1962, loss_mask: 0.2089, loss: 0.6067 +2022-09-22 12:19:27,480 - mmdet - INFO - Epoch [20][6600/7330] lr: 3.778e-07, eta: 1 day, 0:42:19, time: 0.739, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0320, loss_cls: 0.1512, acc: 94.4663, loss_bbox: 0.1987, loss_mask: 0.2106, loss: 0.6135 +2022-09-22 12:20:03,876 - mmdet - INFO - Epoch [20][6650/7330] lr: 3.778e-07, eta: 1 day, 0:41:30, time: 0.728, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0323, loss_cls: 0.1564, acc: 94.2615, loss_bbox: 0.1997, loss_mask: 0.2142, loss: 0.6252 +2022-09-22 12:20:41,080 - mmdet - INFO - Epoch [20][6700/7330] lr: 3.778e-07, eta: 1 day, 0:40:48, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0317, loss_cls: 0.1588, acc: 94.1130, loss_bbox: 0.2035, loss_mask: 0.2150, loss: 0.6323 +2022-09-22 12:21:17,383 - mmdet - INFO - Epoch [20][6750/7330] lr: 3.778e-07, eta: 1 day, 0:39:59, time: 0.726, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0320, loss_cls: 0.1625, acc: 94.1609, loss_bbox: 0.2100, loss_mask: 0.2179, loss: 0.6444 +2022-09-22 12:21:54,151 - mmdet - INFO - Epoch [20][6800/7330] lr: 3.778e-07, eta: 1 day, 0:39:14, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0332, loss_cls: 0.1595, acc: 94.1121, loss_bbox: 0.2048, loss_mask: 0.2127, loss: 0.6335 +2022-09-22 12:22:30,670 - mmdet - INFO - Epoch [20][6850/7330] lr: 3.778e-07, eta: 1 day, 0:38:27, time: 0.730, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0307, loss_cls: 0.1537, acc: 94.3789, loss_bbox: 0.2043, loss_mask: 0.2103, loss: 0.6207 +2022-09-22 12:23:07,304 - mmdet - INFO - Epoch [20][6900/7330] lr: 3.778e-07, eta: 1 day, 0:37:40, time: 0.732, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0306, loss_cls: 0.1540, acc: 94.3271, loss_bbox: 0.2007, loss_mask: 0.2149, loss: 0.6215 +2022-09-22 12:23:44,301 - mmdet - INFO - Epoch [20][6950/7330] lr: 3.778e-07, eta: 1 day, 0:36:57, time: 0.740, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0334, loss_cls: 0.1666, acc: 93.8562, loss_bbox: 0.2146, loss_mask: 0.2192, loss: 0.6568 +2022-09-22 12:24:21,054 - mmdet - INFO - Epoch [20][7000/7330] lr: 3.778e-07, eta: 1 day, 0:36:12, time: 0.735, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0303, loss_cls: 0.1615, acc: 94.1746, loss_bbox: 0.2045, loss_mask: 0.2125, loss: 0.6298 +2022-09-22 12:24:58,124 - mmdet - INFO - Epoch [20][7050/7330] lr: 3.778e-07, eta: 1 day, 0:35:30, time: 0.741, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0311, loss_cls: 0.1604, acc: 94.2251, loss_bbox: 0.2065, loss_mask: 0.2139, loss: 0.6342 +2022-09-22 12:25:35,319 - mmdet - INFO - Epoch [20][7100/7330] lr: 3.778e-07, eta: 1 day, 0:34:48, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0299, loss_cls: 0.1492, acc: 94.5334, loss_bbox: 0.1951, loss_mask: 0.2094, loss: 0.6038 +2022-09-22 12:26:12,696 - mmdet - INFO - Epoch [20][7150/7330] lr: 3.778e-07, eta: 1 day, 0:34:09, time: 0.748, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0330, loss_cls: 0.1669, acc: 93.8884, loss_bbox: 0.2150, loss_mask: 0.2165, loss: 0.6538 +2022-09-22 12:26:49,635 - mmdet - INFO - Epoch [20][7200/7330] lr: 3.778e-07, eta: 1 day, 0:33:25, time: 0.739, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0317, loss_cls: 0.1612, acc: 94.0618, loss_bbox: 0.2096, loss_mask: 0.2146, loss: 0.6377 +2022-09-22 12:27:26,328 - mmdet - INFO - Epoch [20][7250/7330] lr: 3.778e-07, eta: 1 day, 0:32:40, time: 0.734, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0326, loss_cls: 0.1641, acc: 94.0100, loss_bbox: 0.2096, loss_mask: 0.2126, loss: 0.6442 +2022-09-22 12:28:03,899 - mmdet - INFO - Epoch [20][7300/7330] lr: 3.778e-07, eta: 1 day, 0:32:02, time: 0.751, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0306, loss_cls: 0.1526, acc: 94.4353, loss_bbox: 0.1962, loss_mask: 0.2038, loss: 0.6043 +2022-09-22 12:28:35,788 - mmdet - INFO - Saving checkpoint at 20 epochs +2022-09-22 12:30:47,417 - mmdet - INFO - Evaluating bbox... +2022-09-22 12:31:14,079 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.498 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.728 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.546 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.339 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.539 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.645 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.618 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.618 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.618 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.451 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.658 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.764 + +2022-09-22 12:31:14,080 - mmdet - INFO - Evaluating segm... +2022-09-22 12:31:43,324 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.446 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.696 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.482 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.251 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.483 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.638 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.559 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.559 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.559 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.386 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.603 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.716 + +2022-09-22 12:31:43,793 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 12:31:43,793 - mmdet - INFO - Epoch(val) [20][625] bbox_mAP: 0.4980, bbox_mAP_50: 0.7280, bbox_mAP_75: 0.5460, bbox_mAP_s: 0.3390, bbox_mAP_m: 0.5390, bbox_mAP_l: 0.6450, bbox_mAP_copypaste: 0.498 0.728 0.546 0.339 0.539 0.645, segm_mAP: 0.4460, segm_mAP_50: 0.6960, segm_mAP_75: 0.4820, segm_mAP_s: 0.2510, segm_mAP_m: 0.4830, segm_mAP_l: 0.6380, segm_mAP_copypaste: 0.446 0.696 0.482 0.251 0.483 0.638 +2022-09-22 12:33:59,384 - mmdet - INFO - Epoch [21][50/7330] lr: 3.778e-07, eta: 1 day, 0:41:02, time: 2.712, data_time: 1.967, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0317, loss_cls: 0.1555, acc: 94.1404, loss_bbox: 0.2054, loss_mask: 0.2124, loss: 0.6262 +2022-09-22 12:34:36,859 - mmdet - INFO - Epoch [21][100/7330] lr: 3.778e-07, eta: 1 day, 0:40:20, time: 0.749, data_time: 0.024, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0300, loss_cls: 0.1486, acc: 94.5693, loss_bbox: 0.1962, loss_mask: 0.2087, loss: 0.6042 +2022-09-22 12:35:13,653 - mmdet - INFO - Epoch [21][150/7330] lr: 3.778e-07, eta: 1 day, 0:39:34, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0288, loss_cls: 0.1554, acc: 94.3201, loss_bbox: 0.2008, loss_mask: 0.2124, loss: 0.6179 +2022-09-22 12:35:50,856 - mmdet - INFO - Epoch [21][200/7330] lr: 3.778e-07, eta: 1 day, 0:38:51, time: 0.745, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0293, loss_cls: 0.1475, acc: 94.4954, loss_bbox: 0.1997, loss_mask: 0.2082, loss: 0.6044 +2022-09-22 12:36:27,967 - mmdet - INFO - Epoch [21][250/7330] lr: 3.778e-07, eta: 1 day, 0:38:06, time: 0.741, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0329, loss_cls: 0.1550, acc: 94.2378, loss_bbox: 0.2085, loss_mask: 0.2132, loss: 0.6313 +2022-09-22 12:37:04,648 - mmdet - INFO - Epoch [21][300/7330] lr: 3.778e-07, eta: 1 day, 0:37:19, time: 0.735, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0327, loss_cls: 0.1641, acc: 93.9656, loss_bbox: 0.2085, loss_mask: 0.2136, loss: 0.6410 +2022-09-22 12:37:41,506 - mmdet - INFO - Epoch [21][350/7330] lr: 3.778e-07, eta: 1 day, 0:36:33, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0296, loss_cls: 0.1558, acc: 94.2402, loss_bbox: 0.2010, loss_mask: 0.2092, loss: 0.6167 +2022-09-22 12:38:17,826 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 12:38:17,828 - mmdet - INFO - Epoch [21][400/7330] lr: 3.778e-07, eta: 1 day, 0:35:43, time: 0.726, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0321, loss_cls: 0.1599, acc: 94.1128, loss_bbox: 0.2121, loss_mask: 0.2148, loss: 0.6401 +2022-09-22 12:38:54,405 - mmdet - INFO - Epoch [21][450/7330] lr: 3.778e-07, eta: 1 day, 0:34:55, time: 0.731, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0301, loss_cls: 0.1474, acc: 94.6099, loss_bbox: 0.1947, loss_mask: 0.2093, loss: 0.6014 +2022-09-22 12:39:31,187 - mmdet - INFO - Epoch [21][500/7330] lr: 3.778e-07, eta: 1 day, 0:34:09, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0296, loss_cls: 0.1544, acc: 94.3135, loss_bbox: 0.2008, loss_mask: 0.2108, loss: 0.6164 +2022-09-22 12:40:07,669 - mmdet - INFO - Epoch [21][550/7330] lr: 3.778e-07, eta: 1 day, 0:33:20, time: 0.730, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0321, loss_cls: 0.1569, acc: 94.2104, loss_bbox: 0.2044, loss_mask: 0.2093, loss: 0.6251 +2022-09-22 12:40:44,937 - mmdet - INFO - Epoch [21][600/7330] lr: 3.778e-07, eta: 1 day, 0:32:38, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0317, loss_cls: 0.1561, acc: 94.3308, loss_bbox: 0.2012, loss_mask: 0.2093, loss: 0.6189 +2022-09-22 12:41:21,117 - mmdet - INFO - Epoch [21][650/7330] lr: 3.778e-07, eta: 1 day, 0:31:47, time: 0.723, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0299, loss_cls: 0.1515, acc: 94.3660, loss_bbox: 0.2034, loss_mask: 0.2139, loss: 0.6202 +2022-09-22 12:41:58,460 - mmdet - INFO - Epoch [21][700/7330] lr: 3.778e-07, eta: 1 day, 0:31:06, time: 0.747, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0303, loss_cls: 0.1548, acc: 94.3293, loss_bbox: 0.2019, loss_mask: 0.2104, loss: 0.6193 +2022-09-22 12:42:35,447 - mmdet - INFO - Epoch [21][750/7330] lr: 3.778e-07, eta: 1 day, 0:30:21, time: 0.740, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0331, loss_cls: 0.1573, acc: 94.1309, loss_bbox: 0.2091, loss_mask: 0.2137, loss: 0.6340 +2022-09-22 12:43:12,320 - mmdet - INFO - Epoch [21][800/7330] lr: 3.778e-07, eta: 1 day, 0:29:36, time: 0.737, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0313, loss_cls: 0.1577, acc: 94.2510, loss_bbox: 0.2078, loss_mask: 0.2114, loss: 0.6282 +2022-09-22 12:43:48,825 - mmdet - INFO - Epoch [21][850/7330] lr: 3.778e-07, eta: 1 day, 0:28:48, time: 0.731, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0309, loss_cls: 0.1543, acc: 94.3882, loss_bbox: 0.2003, loss_mask: 0.2085, loss: 0.6151 +2022-09-22 12:44:25,722 - mmdet - INFO - Epoch [21][900/7330] lr: 3.778e-07, eta: 1 day, 0:28:03, time: 0.738, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0310, loss_cls: 0.1490, acc: 94.5291, loss_bbox: 0.1956, loss_mask: 0.2101, loss: 0.6086 +2022-09-22 12:45:03,067 - mmdet - INFO - Epoch [21][950/7330] lr: 3.778e-07, eta: 1 day, 0:27:21, time: 0.747, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0327, loss_cls: 0.1591, acc: 94.0459, loss_bbox: 0.2053, loss_mask: 0.2065, loss: 0.6250 +2022-09-22 12:45:39,600 - mmdet - INFO - Epoch [21][1000/7330] lr: 3.778e-07, eta: 1 day, 0:26:33, time: 0.730, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0312, loss_cls: 0.1550, acc: 94.2415, loss_bbox: 0.2042, loss_mask: 0.2087, loss: 0.6204 +2022-09-22 12:46:15,971 - mmdet - INFO - Epoch [21][1050/7330] lr: 3.778e-07, eta: 1 day, 0:25:45, time: 0.728, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0295, loss_cls: 0.1490, acc: 94.4268, loss_bbox: 0.1991, loss_mask: 0.2088, loss: 0.6075 +2022-09-22 12:46:52,532 - mmdet - INFO - Epoch [21][1100/7330] lr: 3.778e-07, eta: 1 day, 0:24:58, time: 0.731, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0288, loss_cls: 0.1508, acc: 94.5327, loss_bbox: 0.1963, loss_mask: 0.2070, loss: 0.6022 +2022-09-22 12:47:29,830 - mmdet - INFO - Epoch [21][1150/7330] lr: 3.778e-07, eta: 1 day, 0:24:16, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0322, loss_cls: 0.1654, acc: 93.9641, loss_bbox: 0.2156, loss_mask: 0.2132, loss: 0.6470 +2022-09-22 12:48:06,663 - mmdet - INFO - Epoch [21][1200/7330] lr: 3.778e-07, eta: 1 day, 0:23:31, time: 0.738, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0300, loss_cls: 0.1515, acc: 94.4229, loss_bbox: 0.2008, loss_mask: 0.2071, loss: 0.6096 +2022-09-22 12:48:43,450 - mmdet - INFO - Epoch [21][1250/7330] lr: 3.778e-07, eta: 1 day, 0:22:46, time: 0.736, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0304, loss_cls: 0.1543, acc: 94.2839, loss_bbox: 0.2032, loss_mask: 0.2133, loss: 0.6219 +2022-09-22 12:49:21,130 - mmdet - INFO - Epoch [21][1300/7330] lr: 3.778e-07, eta: 1 day, 0:22:07, time: 0.754, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0293, loss_cls: 0.1443, acc: 94.7002, loss_bbox: 0.1934, loss_mask: 0.2052, loss: 0.5916 +2022-09-22 12:49:57,842 - mmdet - INFO - Epoch [21][1350/7330] lr: 3.778e-07, eta: 1 day, 0:21:21, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0314, loss_cls: 0.1536, acc: 94.3423, loss_bbox: 0.2043, loss_mask: 0.2133, loss: 0.6240 +2022-09-22 12:50:34,106 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 12:50:34,110 - mmdet - INFO - Epoch [21][1400/7330] lr: 3.778e-07, eta: 1 day, 0:20:32, time: 0.725, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0316, loss_cls: 0.1565, acc: 94.2261, loss_bbox: 0.2105, loss_mask: 0.2144, loss: 0.6352 +2022-09-22 12:51:10,969 - mmdet - INFO - Epoch [21][1450/7330] lr: 3.778e-07, eta: 1 day, 0:19:47, time: 0.736, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0322, loss_cls: 0.1610, acc: 94.0925, loss_bbox: 0.2066, loss_mask: 0.2103, loss: 0.6336 +2022-09-22 12:51:47,123 - mmdet - INFO - Epoch [21][1500/7330] lr: 3.778e-07, eta: 1 day, 0:18:58, time: 0.724, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0299, loss_cls: 0.1529, acc: 94.3486, loss_bbox: 0.1983, loss_mask: 0.2139, loss: 0.6161 +2022-09-22 12:52:23,843 - mmdet - INFO - Epoch [21][1550/7330] lr: 3.778e-07, eta: 1 day, 0:18:12, time: 0.734, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0318, loss_cls: 0.1574, acc: 94.1516, loss_bbox: 0.2092, loss_mask: 0.2133, loss: 0.6352 +2022-09-22 12:53:01,239 - mmdet - INFO - Epoch [21][1600/7330] lr: 3.778e-07, eta: 1 day, 0:17:32, time: 0.748, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0295, loss_cls: 0.1553, acc: 94.3076, loss_bbox: 0.2037, loss_mask: 0.2080, loss: 0.6191 +2022-09-22 12:53:38,836 - mmdet - INFO - Epoch [21][1650/7330] lr: 3.778e-07, eta: 1 day, 0:16:52, time: 0.752, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0284, loss_cls: 0.1408, acc: 94.8765, loss_bbox: 0.1895, loss_mask: 0.2074, loss: 0.5832 +2022-09-22 12:54:16,347 - mmdet - INFO - Epoch [21][1700/7330] lr: 3.778e-07, eta: 1 day, 0:16:12, time: 0.750, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0318, loss_cls: 0.1592, acc: 94.2363, loss_bbox: 0.2052, loss_mask: 0.2154, loss: 0.6346 +2022-09-22 12:54:53,007 - mmdet - INFO - Epoch [21][1750/7330] lr: 3.778e-07, eta: 1 day, 0:15:26, time: 0.733, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0314, loss_cls: 0.1559, acc: 94.3308, loss_bbox: 0.2035, loss_mask: 0.2123, loss: 0.6253 +2022-09-22 12:55:30,078 - mmdet - INFO - Epoch [21][1800/7330] lr: 3.778e-07, eta: 1 day, 0:14:44, time: 0.742, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0319, loss_cls: 0.1593, acc: 94.0896, loss_bbox: 0.2123, loss_mask: 0.2093, loss: 0.6337 +2022-09-22 12:56:07,150 - mmdet - INFO - Epoch [21][1850/7330] lr: 3.778e-07, eta: 1 day, 0:14:01, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0332, loss_cls: 0.1635, acc: 93.9058, loss_bbox: 0.2184, loss_mask: 0.2200, loss: 0.6580 +2022-09-22 12:56:43,743 - mmdet - INFO - Epoch [21][1900/7330] lr: 3.778e-07, eta: 1 day, 0:13:15, time: 0.732, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0303, loss_cls: 0.1478, acc: 94.5930, loss_bbox: 0.1942, loss_mask: 0.2037, loss: 0.5974 +2022-09-22 12:57:21,334 - mmdet - INFO - Epoch [21][1950/7330] lr: 3.778e-07, eta: 1 day, 0:12:36, time: 0.752, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0331, loss_cls: 0.1577, acc: 94.1577, loss_bbox: 0.2091, loss_mask: 0.2152, loss: 0.6369 +2022-09-22 12:57:58,466 - mmdet - INFO - Epoch [21][2000/7330] lr: 3.778e-07, eta: 1 day, 0:11:53, time: 0.743, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0327, loss_cls: 0.1622, acc: 94.0281, loss_bbox: 0.2087, loss_mask: 0.2093, loss: 0.6350 +2022-09-22 12:58:35,160 - mmdet - INFO - Epoch [21][2050/7330] lr: 3.778e-07, eta: 1 day, 0:11:08, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0317, loss_cls: 0.1566, acc: 94.2200, loss_bbox: 0.2039, loss_mask: 0.2098, loss: 0.6245 +2022-09-22 12:59:12,153 - mmdet - INFO - Epoch [21][2100/7330] lr: 3.778e-07, eta: 1 day, 0:10:25, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0309, loss_cls: 0.1538, acc: 94.2717, loss_bbox: 0.2014, loss_mask: 0.2104, loss: 0.6153 +2022-09-22 12:59:48,709 - mmdet - INFO - Epoch [21][2150/7330] lr: 3.778e-07, eta: 1 day, 0:09:39, time: 0.732, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0304, loss_cls: 0.1568, acc: 94.2031, loss_bbox: 0.2088, loss_mask: 0.2119, loss: 0.6294 +2022-09-22 13:00:26,102 - mmdet - INFO - Epoch [21][2200/7330] lr: 3.778e-07, eta: 1 day, 0:08:58, time: 0.748, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0351, loss_cls: 0.1563, acc: 94.2688, loss_bbox: 0.2109, loss_mask: 0.2154, loss: 0.6434 +2022-09-22 13:01:03,090 - mmdet - INFO - Epoch [21][2250/7330] lr: 3.778e-07, eta: 1 day, 0:08:15, time: 0.740, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0338, loss_cls: 0.1593, acc: 94.2102, loss_bbox: 0.2033, loss_mask: 0.2074, loss: 0.6267 +2022-09-22 13:01:39,508 - mmdet - INFO - Epoch [21][2300/7330] lr: 3.778e-07, eta: 1 day, 0:07:28, time: 0.728, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0313, loss_cls: 0.1588, acc: 94.1599, loss_bbox: 0.2085, loss_mask: 0.2124, loss: 0.6333 +2022-09-22 13:02:16,657 - mmdet - INFO - Epoch [21][2350/7330] lr: 3.778e-07, eta: 1 day, 0:06:46, time: 0.743, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0320, loss_cls: 0.1534, acc: 94.3674, loss_bbox: 0.1989, loss_mask: 0.2127, loss: 0.6216 +2022-09-22 13:02:53,079 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 13:02:53,080 - mmdet - INFO - Epoch [21][2400/7330] lr: 3.778e-07, eta: 1 day, 0:06:00, time: 0.728, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0317, loss_cls: 0.1561, acc: 94.1926, loss_bbox: 0.2073, loss_mask: 0.2161, loss: 0.6339 +2022-09-22 13:03:30,044 - mmdet - INFO - Epoch [21][2450/7330] lr: 3.778e-07, eta: 1 day, 0:05:16, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0317, loss_cls: 0.1616, acc: 94.0449, loss_bbox: 0.2147, loss_mask: 0.2124, loss: 0.6439 +2022-09-22 13:04:07,071 - mmdet - INFO - Epoch [21][2500/7330] lr: 3.778e-07, eta: 1 day, 0:04:34, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0339, loss_cls: 0.1638, acc: 94.1482, loss_bbox: 0.2091, loss_mask: 0.2173, loss: 0.6473 +2022-09-22 13:04:43,757 - mmdet - INFO - Epoch [21][2550/7330] lr: 3.778e-07, eta: 1 day, 0:03:49, time: 0.734, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0303, loss_cls: 0.1515, acc: 94.3621, loss_bbox: 0.1996, loss_mask: 0.2142, loss: 0.6176 +2022-09-22 13:05:20,787 - mmdet - INFO - Epoch [21][2600/7330] lr: 3.778e-07, eta: 1 day, 0:03:06, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0335, loss_cls: 0.1610, acc: 94.0798, loss_bbox: 0.2076, loss_mask: 0.2137, loss: 0.6395 +2022-09-22 13:05:57,395 - mmdet - INFO - Epoch [21][2650/7330] lr: 3.778e-07, eta: 1 day, 0:02:21, time: 0.732, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0301, loss_cls: 0.1508, acc: 94.4216, loss_bbox: 0.1973, loss_mask: 0.2096, loss: 0.6083 +2022-09-22 13:06:34,378 - mmdet - INFO - Epoch [21][2700/7330] lr: 3.778e-07, eta: 1 day, 0:01:38, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0304, loss_cls: 0.1527, acc: 94.3389, loss_bbox: 0.1978, loss_mask: 0.2093, loss: 0.6121 +2022-09-22 13:07:10,999 - mmdet - INFO - Epoch [21][2750/7330] lr: 3.778e-07, eta: 1 day, 0:00:53, time: 0.732, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0324, loss_cls: 0.1617, acc: 94.0693, loss_bbox: 0.2146, loss_mask: 0.2137, loss: 0.6448 +2022-09-22 13:07:48,551 - mmdet - INFO - Epoch [21][2800/7330] lr: 3.778e-07, eta: 1 day, 0:00:14, time: 0.750, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0314, loss_cls: 0.1542, acc: 94.3186, loss_bbox: 0.2021, loss_mask: 0.2156, loss: 0.6230 +2022-09-22 13:08:24,968 - mmdet - INFO - Epoch [21][2850/7330] lr: 3.778e-07, eta: 23:59:28, time: 0.729, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0281, loss_cls: 0.1497, acc: 94.4561, loss_bbox: 0.1994, loss_mask: 0.2051, loss: 0.6018 +2022-09-22 13:09:02,246 - mmdet - INFO - Epoch [21][2900/7330] lr: 3.778e-07, eta: 23:58:47, time: 0.746, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0310, loss_cls: 0.1616, acc: 94.0437, loss_bbox: 0.2075, loss_mask: 0.2116, loss: 0.6338 +2022-09-22 13:09:39,462 - mmdet - INFO - Epoch [21][2950/7330] lr: 3.778e-07, eta: 23:58:06, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0316, loss_cls: 0.1554, acc: 94.2148, loss_bbox: 0.2035, loss_mask: 0.2098, loss: 0.6221 +2022-09-22 13:10:16,822 - mmdet - INFO - Epoch [21][3000/7330] lr: 3.778e-07, eta: 23:57:26, time: 0.747, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0349, loss_cls: 0.1716, acc: 93.7864, loss_bbox: 0.2218, loss_mask: 0.2183, loss: 0.6705 +2022-09-22 13:10:53,394 - mmdet - INFO - Epoch [21][3050/7330] lr: 3.778e-07, eta: 23:56:40, time: 0.732, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0309, loss_cls: 0.1514, acc: 94.4932, loss_bbox: 0.1973, loss_mask: 0.2094, loss: 0.6099 +2022-09-22 13:11:30,315 - mmdet - INFO - Epoch [21][3100/7330] lr: 3.778e-07, eta: 23:55:57, time: 0.738, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0360, loss_cls: 0.1629, acc: 94.0442, loss_bbox: 0.2154, loss_mask: 0.2172, loss: 0.6558 +2022-09-22 13:12:07,307 - mmdet - INFO - Epoch [21][3150/7330] lr: 3.778e-07, eta: 23:55:15, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0312, loss_cls: 0.1535, acc: 94.3003, loss_bbox: 0.2035, loss_mask: 0.2086, loss: 0.6186 +2022-09-22 13:12:44,956 - mmdet - INFO - Epoch [21][3200/7330] lr: 3.778e-07, eta: 23:54:37, time: 0.753, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0319, loss_cls: 0.1584, acc: 94.1177, loss_bbox: 0.2120, loss_mask: 0.2143, loss: 0.6373 +2022-09-22 13:13:21,817 - mmdet - INFO - Epoch [21][3250/7330] lr: 3.778e-07, eta: 23:53:53, time: 0.735, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0304, loss_cls: 0.1518, acc: 94.3562, loss_bbox: 0.2027, loss_mask: 0.2078, loss: 0.6147 +2022-09-22 13:13:59,254 - mmdet - INFO - Epoch [21][3300/7330] lr: 3.778e-07, eta: 23:53:14, time: 0.751, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0320, loss_cls: 0.1601, acc: 94.1934, loss_bbox: 0.2035, loss_mask: 0.2103, loss: 0.6297 +2022-09-22 13:14:35,927 - mmdet - INFO - Epoch [21][3350/7330] lr: 3.778e-07, eta: 23:52:29, time: 0.733, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0293, loss_cls: 0.1604, acc: 94.1072, loss_bbox: 0.2110, loss_mask: 0.2149, loss: 0.6352 +2022-09-22 13:15:13,096 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 13:15:13,098 - mmdet - INFO - Epoch [21][3400/7330] lr: 3.778e-07, eta: 23:51:48, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0333, loss_cls: 0.1514, acc: 94.4075, loss_bbox: 0.1972, loss_mask: 0.2123, loss: 0.6170 +2022-09-22 13:15:50,215 - mmdet - INFO - Epoch [21][3450/7330] lr: 3.778e-07, eta: 23:51:07, time: 0.742, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0332, loss_cls: 0.1568, acc: 94.0664, loss_bbox: 0.2113, loss_mask: 0.2201, loss: 0.6433 +2022-09-22 13:16:27,209 - mmdet - INFO - Epoch [21][3500/7330] lr: 3.778e-07, eta: 23:50:25, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0314, loss_cls: 0.1542, acc: 94.3428, loss_bbox: 0.2021, loss_mask: 0.2087, loss: 0.6187 +2022-09-22 13:17:04,005 - mmdet - INFO - Epoch [21][3550/7330] lr: 3.778e-07, eta: 23:49:41, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0309, loss_cls: 0.1632, acc: 93.9526, loss_bbox: 0.2142, loss_mask: 0.2170, loss: 0.6463 +2022-09-22 13:17:40,376 - mmdet - INFO - Epoch [21][3600/7330] lr: 3.778e-07, eta: 23:48:55, time: 0.727, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0319, loss_cls: 0.1586, acc: 94.2214, loss_bbox: 0.2057, loss_mask: 0.2140, loss: 0.6318 +2022-09-22 13:18:17,613 - mmdet - INFO - Epoch [21][3650/7330] lr: 3.778e-07, eta: 23:48:14, time: 0.746, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0313, loss_cls: 0.1584, acc: 94.2695, loss_bbox: 0.2043, loss_mask: 0.2118, loss: 0.6268 +2022-09-22 13:18:53,690 - mmdet - INFO - Epoch [21][3700/7330] lr: 3.778e-07, eta: 23:47:26, time: 0.721, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0305, loss_cls: 0.1595, acc: 94.1736, loss_bbox: 0.2062, loss_mask: 0.2127, loss: 0.6293 +2022-09-22 13:19:30,916 - mmdet - INFO - Epoch [21][3750/7330] lr: 3.778e-07, eta: 23:46:46, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0297, loss_cls: 0.1629, acc: 94.0552, loss_bbox: 0.2085, loss_mask: 0.2113, loss: 0.6328 +2022-09-22 13:20:07,194 - mmdet - INFO - Epoch [21][3800/7330] lr: 3.778e-07, eta: 23:46:00, time: 0.726, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0303, loss_cls: 0.1571, acc: 94.1990, loss_bbox: 0.2060, loss_mask: 0.2094, loss: 0.6220 +2022-09-22 13:20:44,690 - mmdet - INFO - Epoch [21][3850/7330] lr: 3.778e-07, eta: 23:45:20, time: 0.749, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0302, loss_cls: 0.1533, acc: 94.4197, loss_bbox: 0.2018, loss_mask: 0.2073, loss: 0.6125 +2022-09-22 13:21:21,174 - mmdet - INFO - Epoch [21][3900/7330] lr: 3.778e-07, eta: 23:44:35, time: 0.730, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0312, loss_cls: 0.1520, acc: 94.3806, loss_bbox: 0.2066, loss_mask: 0.2182, loss: 0.6301 +2022-09-22 13:21:57,978 - mmdet - INFO - Epoch [21][3950/7330] lr: 3.778e-07, eta: 23:43:52, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0331, loss_cls: 0.1576, acc: 94.1543, loss_bbox: 0.2096, loss_mask: 0.2090, loss: 0.6315 +2022-09-22 13:22:34,650 - mmdet - INFO - Epoch [21][4000/7330] lr: 3.778e-07, eta: 23:43:08, time: 0.734, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0308, loss_cls: 0.1548, acc: 94.3032, loss_bbox: 0.2055, loss_mask: 0.2120, loss: 0.6258 +2022-09-22 13:23:11,110 - mmdet - INFO - Epoch [21][4050/7330] lr: 3.778e-07, eta: 23:42:23, time: 0.729, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0298, loss_cls: 0.1634, acc: 93.9890, loss_bbox: 0.2100, loss_mask: 0.2141, loss: 0.6388 +2022-09-22 13:23:47,894 - mmdet - INFO - Epoch [21][4100/7330] lr: 3.778e-07, eta: 23:41:40, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0328, loss_cls: 0.1611, acc: 94.0115, loss_bbox: 0.2100, loss_mask: 0.2155, loss: 0.6426 +2022-09-22 13:24:24,944 - mmdet - INFO - Epoch [21][4150/7330] lr: 3.778e-07, eta: 23:40:59, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0310, loss_cls: 0.1567, acc: 94.2588, loss_bbox: 0.2057, loss_mask: 0.2154, loss: 0.6318 +2022-09-22 13:25:02,465 - mmdet - INFO - Epoch [21][4200/7330] lr: 3.778e-07, eta: 23:40:20, time: 0.751, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0332, loss_cls: 0.1613, acc: 94.1208, loss_bbox: 0.2100, loss_mask: 0.2135, loss: 0.6392 +2022-09-22 13:25:39,910 - mmdet - INFO - Epoch [21][4250/7330] lr: 3.778e-07, eta: 23:39:41, time: 0.749, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0301, loss_cls: 0.1495, acc: 94.4224, loss_bbox: 0.1985, loss_mask: 0.2081, loss: 0.6085 +2022-09-22 13:26:16,997 - mmdet - INFO - Epoch [21][4300/7330] lr: 3.778e-07, eta: 23:39:00, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0318, loss_cls: 0.1601, acc: 94.1790, loss_bbox: 0.2001, loss_mask: 0.2083, loss: 0.6221 +2022-09-22 13:26:53,656 - mmdet - INFO - Epoch [21][4350/7330] lr: 3.778e-07, eta: 23:38:16, time: 0.733, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0322, loss_cls: 0.1625, acc: 94.0583, loss_bbox: 0.2097, loss_mask: 0.2104, loss: 0.6368 +2022-09-22 13:27:30,329 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 13:27:30,332 - mmdet - INFO - Epoch [21][4400/7330] lr: 3.778e-07, eta: 23:37:32, time: 0.733, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0324, loss_cls: 0.1592, acc: 94.0811, loss_bbox: 0.2111, loss_mask: 0.2161, loss: 0.6389 +2022-09-22 13:28:07,299 - mmdet - INFO - Epoch [21][4450/7330] lr: 3.778e-07, eta: 23:36:51, time: 0.739, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0313, loss_cls: 0.1529, acc: 94.3691, loss_bbox: 0.2021, loss_mask: 0.2081, loss: 0.6150 +2022-09-22 13:28:44,718 - mmdet - INFO - Epoch [21][4500/7330] lr: 3.778e-07, eta: 23:36:11, time: 0.748, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0318, loss_cls: 0.1531, acc: 94.3613, loss_bbox: 0.2029, loss_mask: 0.2096, loss: 0.6184 +2022-09-22 13:29:21,800 - mmdet - INFO - Epoch [21][4550/7330] lr: 3.778e-07, eta: 23:35:30, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0321, loss_cls: 0.1579, acc: 94.1055, loss_bbox: 0.2102, loss_mask: 0.2164, loss: 0.6381 +2022-09-22 13:29:58,767 - mmdet - INFO - Epoch [21][4600/7330] lr: 3.778e-07, eta: 23:34:48, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0306, loss_cls: 0.1605, acc: 94.1191, loss_bbox: 0.2126, loss_mask: 0.2155, loss: 0.6407 +2022-09-22 13:30:34,920 - mmdet - INFO - Epoch [21][4650/7330] lr: 3.778e-07, eta: 23:34:02, time: 0.723, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0289, loss_cls: 0.1557, acc: 94.3598, loss_bbox: 0.1996, loss_mask: 0.2147, loss: 0.6189 +2022-09-22 13:31:12,180 - mmdet - INFO - Epoch [21][4700/7330] lr: 3.778e-07, eta: 23:33:22, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0294, loss_cls: 0.1507, acc: 94.4194, loss_bbox: 0.1985, loss_mask: 0.2132, loss: 0.6125 +2022-09-22 13:31:49,257 - mmdet - INFO - Epoch [21][4750/7330] lr: 3.778e-07, eta: 23:32:41, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0327, loss_cls: 0.1624, acc: 94.0935, loss_bbox: 0.2086, loss_mask: 0.2153, loss: 0.6430 +2022-09-22 13:32:25,637 - mmdet - INFO - Epoch [21][4800/7330] lr: 3.778e-07, eta: 23:31:56, time: 0.728, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0313, loss_cls: 0.1592, acc: 94.0930, loss_bbox: 0.2095, loss_mask: 0.2153, loss: 0.6378 +2022-09-22 13:33:02,731 - mmdet - INFO - Epoch [21][4850/7330] lr: 3.778e-07, eta: 23:31:15, time: 0.742, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0307, loss_cls: 0.1498, acc: 94.4402, loss_bbox: 0.2010, loss_mask: 0.2130, loss: 0.6153 +2022-09-22 13:33:39,986 - mmdet - INFO - Epoch [21][4900/7330] lr: 3.778e-07, eta: 23:30:35, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0303, loss_cls: 0.1565, acc: 94.2275, loss_bbox: 0.2066, loss_mask: 0.2150, loss: 0.6303 +2022-09-22 13:34:16,985 - mmdet - INFO - Epoch [21][4950/7330] lr: 3.778e-07, eta: 23:29:53, time: 0.740, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0309, loss_cls: 0.1568, acc: 94.1531, loss_bbox: 0.2082, loss_mask: 0.2104, loss: 0.6283 +2022-09-22 13:34:54,563 - mmdet - INFO - Epoch [21][5000/7330] lr: 3.778e-07, eta: 23:29:15, time: 0.752, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0314, loss_cls: 0.1609, acc: 94.0688, loss_bbox: 0.2114, loss_mask: 0.2199, loss: 0.6444 +2022-09-22 13:35:31,341 - mmdet - INFO - Epoch [21][5050/7330] lr: 3.778e-07, eta: 23:28:33, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0306, loss_cls: 0.1538, acc: 94.2930, loss_bbox: 0.2047, loss_mask: 0.2201, loss: 0.6296 +2022-09-22 13:36:08,066 - mmdet - INFO - Epoch [21][5100/7330] lr: 3.778e-07, eta: 23:27:50, time: 0.735, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0316, loss_cls: 0.1551, acc: 94.3662, loss_bbox: 0.2020, loss_mask: 0.2118, loss: 0.6222 +2022-09-22 13:36:44,591 - mmdet - INFO - Epoch [21][5150/7330] lr: 3.778e-07, eta: 23:27:06, time: 0.730, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0308, loss_cls: 0.1577, acc: 94.2444, loss_bbox: 0.1996, loss_mask: 0.2089, loss: 0.6204 +2022-09-22 13:37:22,066 - mmdet - INFO - Epoch [21][5200/7330] lr: 3.778e-07, eta: 23:26:27, time: 0.749, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0305, loss_cls: 0.1610, acc: 94.0210, loss_bbox: 0.2111, loss_mask: 0.2133, loss: 0.6363 +2022-09-22 13:37:59,443 - mmdet - INFO - Epoch [21][5250/7330] lr: 3.778e-07, eta: 23:25:48, time: 0.748, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0349, loss_cls: 0.1691, acc: 93.6780, loss_bbox: 0.2204, loss_mask: 0.2179, loss: 0.6666 +2022-09-22 13:38:36,247 - mmdet - INFO - Epoch [21][5300/7330] lr: 3.778e-07, eta: 23:25:06, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0302, loss_cls: 0.1635, acc: 93.9714, loss_bbox: 0.2092, loss_mask: 0.2123, loss: 0.6382 +2022-09-22 13:39:13,300 - mmdet - INFO - Epoch [21][5350/7330] lr: 3.778e-07, eta: 23:24:25, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0321, loss_cls: 0.1618, acc: 94.0447, loss_bbox: 0.2096, loss_mask: 0.2119, loss: 0.6379 +2022-09-22 13:39:50,821 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 13:39:50,831 - mmdet - INFO - Epoch [21][5400/7330] lr: 3.778e-07, eta: 23:23:46, time: 0.751, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0317, loss_cls: 0.1547, acc: 94.2778, loss_bbox: 0.2069, loss_mask: 0.2109, loss: 0.6273 +2022-09-22 13:40:27,822 - mmdet - INFO - Epoch [21][5450/7330] lr: 3.778e-07, eta: 23:23:05, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0324, loss_cls: 0.1552, acc: 94.2537, loss_bbox: 0.2036, loss_mask: 0.2133, loss: 0.6242 +2022-09-22 13:41:05,186 - mmdet - INFO - Epoch [21][5500/7330] lr: 3.778e-07, eta: 23:22:26, time: 0.746, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0330, loss_cls: 0.1659, acc: 93.8682, loss_bbox: 0.2141, loss_mask: 0.2158, loss: 0.6529 +2022-09-22 13:41:41,683 - mmdet - INFO - Epoch [21][5550/7330] lr: 3.778e-07, eta: 23:21:42, time: 0.730, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0328, loss_cls: 0.1575, acc: 94.1960, loss_bbox: 0.2102, loss_mask: 0.2114, loss: 0.6350 +2022-09-22 13:42:17,977 - mmdet - INFO - Epoch [21][5600/7330] lr: 3.778e-07, eta: 23:20:57, time: 0.726, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0301, loss_cls: 0.1519, acc: 94.3633, loss_bbox: 0.1991, loss_mask: 0.2099, loss: 0.6122 +2022-09-22 13:42:54,069 - mmdet - INFO - Epoch [21][5650/7330] lr: 3.778e-07, eta: 23:20:11, time: 0.722, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0310, loss_cls: 0.1629, acc: 94.0779, loss_bbox: 0.2083, loss_mask: 0.2139, loss: 0.6370 +2022-09-22 13:43:30,334 - mmdet - INFO - Epoch [21][5700/7330] lr: 3.778e-07, eta: 23:19:26, time: 0.724, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0316, loss_cls: 0.1595, acc: 94.1384, loss_bbox: 0.2083, loss_mask: 0.2116, loss: 0.6320 +2022-09-22 13:44:07,328 - mmdet - INFO - Epoch [21][5750/7330] lr: 3.778e-07, eta: 23:18:45, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0317, loss_cls: 0.1545, acc: 94.1995, loss_bbox: 0.2000, loss_mask: 0.2102, loss: 0.6166 +2022-09-22 13:44:43,944 - mmdet - INFO - Epoch [21][5800/7330] lr: 3.778e-07, eta: 23:18:02, time: 0.732, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0325, loss_cls: 0.1653, acc: 93.8782, loss_bbox: 0.2144, loss_mask: 0.2154, loss: 0.6505 +2022-09-22 13:45:22,007 - mmdet - INFO - Epoch [21][5850/7330] lr: 3.778e-07, eta: 23:17:26, time: 0.761, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0335, loss_cls: 0.1622, acc: 94.0132, loss_bbox: 0.2116, loss_mask: 0.2128, loss: 0.6432 +2022-09-22 13:45:59,099 - mmdet - INFO - Epoch [21][5900/7330] lr: 3.778e-07, eta: 23:16:46, time: 0.742, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0333, loss_cls: 0.1604, acc: 94.0720, loss_bbox: 0.2130, loss_mask: 0.2160, loss: 0.6453 +2022-09-22 13:46:35,543 - mmdet - INFO - Epoch [21][5950/7330] lr: 3.778e-07, eta: 23:16:02, time: 0.729, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0307, loss_cls: 0.1563, acc: 94.2200, loss_bbox: 0.2031, loss_mask: 0.2066, loss: 0.6188 +2022-09-22 13:47:12,021 - mmdet - INFO - Epoch [21][6000/7330] lr: 3.778e-07, eta: 23:15:18, time: 0.729, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0319, loss_cls: 0.1594, acc: 94.2097, loss_bbox: 0.2065, loss_mask: 0.2108, loss: 0.6319 +2022-09-22 13:47:49,495 - mmdet - INFO - Epoch [21][6050/7330] lr: 3.778e-07, eta: 23:14:40, time: 0.749, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0357, loss_cls: 0.1666, acc: 93.7637, loss_bbox: 0.2142, loss_mask: 0.2146, loss: 0.6549 +2022-09-22 13:48:25,774 - mmdet - INFO - Epoch [21][6100/7330] lr: 3.778e-07, eta: 23:13:55, time: 0.725, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0303, loss_cls: 0.1628, acc: 94.1553, loss_bbox: 0.2059, loss_mask: 0.2111, loss: 0.6326 +2022-09-22 13:49:02,971 - mmdet - INFO - Epoch [21][6150/7330] lr: 3.778e-07, eta: 23:13:15, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0317, loss_cls: 0.1555, acc: 94.2163, loss_bbox: 0.2016, loss_mask: 0.2106, loss: 0.6227 +2022-09-22 13:49:39,388 - mmdet - INFO - Epoch [21][6200/7330] lr: 3.778e-07, eta: 23:12:31, time: 0.728, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0298, loss_cls: 0.1569, acc: 94.2432, loss_bbox: 0.2013, loss_mask: 0.2074, loss: 0.6165 +2022-09-22 13:50:16,389 - mmdet - INFO - Epoch [21][6250/7330] lr: 3.778e-07, eta: 23:11:50, time: 0.740, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0319, loss_cls: 0.1581, acc: 94.1931, loss_bbox: 0.2031, loss_mask: 0.2141, loss: 0.6311 +2022-09-22 13:50:53,942 - mmdet - INFO - Epoch [21][6300/7330] lr: 3.778e-07, eta: 23:11:12, time: 0.751, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0330, loss_cls: 0.1536, acc: 94.3572, loss_bbox: 0.2024, loss_mask: 0.2119, loss: 0.6225 +2022-09-22 13:51:30,954 - mmdet - INFO - Epoch [21][6350/7330] lr: 3.778e-07, eta: 23:10:32, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0318, loss_cls: 0.1601, acc: 94.0854, loss_bbox: 0.2110, loss_mask: 0.2103, loss: 0.6336 +2022-09-22 13:52:07,376 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 13:52:07,377 - mmdet - INFO - Epoch [21][6400/7330] lr: 3.778e-07, eta: 23:09:48, time: 0.728, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0313, loss_cls: 0.1576, acc: 94.1282, loss_bbox: 0.2077, loss_mask: 0.2115, loss: 0.6310 +2022-09-22 13:52:44,617 - mmdet - INFO - Epoch [21][6450/7330] lr: 3.778e-07, eta: 23:09:08, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0311, loss_cls: 0.1605, acc: 93.9915, loss_bbox: 0.2091, loss_mask: 0.2179, loss: 0.6396 +2022-09-22 13:53:21,544 - mmdet - INFO - Epoch [21][6500/7330] lr: 3.778e-07, eta: 23:08:27, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0295, loss_cls: 0.1499, acc: 94.4768, loss_bbox: 0.1945, loss_mask: 0.2127, loss: 0.6084 +2022-09-22 13:53:58,672 - mmdet - INFO - Epoch [21][6550/7330] lr: 3.778e-07, eta: 23:07:47, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0315, loss_cls: 0.1593, acc: 94.1479, loss_bbox: 0.2072, loss_mask: 0.2118, loss: 0.6333 +2022-09-22 13:54:35,377 - mmdet - INFO - Epoch [21][6600/7330] lr: 3.778e-07, eta: 23:07:05, time: 0.734, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0304, loss_cls: 0.1548, acc: 94.3171, loss_bbox: 0.2028, loss_mask: 0.2090, loss: 0.6188 +2022-09-22 13:55:12,561 - mmdet - INFO - Epoch [21][6650/7330] lr: 3.778e-07, eta: 23:06:25, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0316, loss_cls: 0.1623, acc: 94.0747, loss_bbox: 0.2124, loss_mask: 0.2153, loss: 0.6429 +2022-09-22 13:55:49,705 - mmdet - INFO - Epoch [21][6700/7330] lr: 3.778e-07, eta: 23:05:45, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0320, loss_cls: 0.1652, acc: 94.0649, loss_bbox: 0.2075, loss_mask: 0.2102, loss: 0.6374 +2022-09-22 13:56:27,191 - mmdet - INFO - Epoch [21][6750/7330] lr: 3.778e-07, eta: 23:05:07, time: 0.750, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0349, loss_cls: 0.1634, acc: 93.9927, loss_bbox: 0.2139, loss_mask: 0.2193, loss: 0.6551 +2022-09-22 13:57:03,931 - mmdet - INFO - Epoch [21][6800/7330] lr: 3.778e-07, eta: 23:04:25, time: 0.735, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0306, loss_cls: 0.1531, acc: 94.3306, loss_bbox: 0.1999, loss_mask: 0.2116, loss: 0.6155 +2022-09-22 13:57:41,049 - mmdet - INFO - Epoch [21][6850/7330] lr: 3.778e-07, eta: 23:03:45, time: 0.742, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0317, loss_cls: 0.1607, acc: 94.1584, loss_bbox: 0.2063, loss_mask: 0.2119, loss: 0.6326 +2022-09-22 13:58:18,107 - mmdet - INFO - Epoch [21][6900/7330] lr: 3.778e-07, eta: 23:03:05, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0305, loss_cls: 0.1531, acc: 94.3540, loss_bbox: 0.2040, loss_mask: 0.2106, loss: 0.6184 +2022-09-22 13:58:56,169 - mmdet - INFO - Epoch [21][6950/7330] lr: 3.778e-07, eta: 23:02:29, time: 0.761, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0318, loss_cls: 0.1557, acc: 94.3479, loss_bbox: 0.2006, loss_mask: 0.2076, loss: 0.6168 +2022-09-22 13:59:32,543 - mmdet - INFO - Epoch [21][7000/7330] lr: 3.778e-07, eta: 23:01:46, time: 0.727, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0310, loss_cls: 0.1496, acc: 94.5383, loss_bbox: 0.1945, loss_mask: 0.2092, loss: 0.6091 +2022-09-22 14:00:09,695 - mmdet - INFO - Epoch [21][7050/7330] lr: 3.778e-07, eta: 23:01:06, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0289, loss_cls: 0.1543, acc: 94.2976, loss_bbox: 0.2054, loss_mask: 0.2096, loss: 0.6183 +2022-09-22 14:00:47,379 - mmdet - INFO - Epoch [21][7100/7330] lr: 3.778e-07, eta: 23:00:29, time: 0.754, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0303, loss_cls: 0.1498, acc: 94.4497, loss_bbox: 0.1971, loss_mask: 0.2068, loss: 0.6041 +2022-09-22 14:01:25,148 - mmdet - INFO - Epoch [21][7150/7330] lr: 3.778e-07, eta: 22:59:52, time: 0.755, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0319, loss_cls: 0.1544, acc: 94.2288, loss_bbox: 0.2089, loss_mask: 0.2209, loss: 0.6376 +2022-09-22 14:02:02,076 - mmdet - INFO - Epoch [21][7200/7330] lr: 3.778e-07, eta: 22:59:11, time: 0.739, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0300, loss_cls: 0.1424, acc: 94.6990, loss_bbox: 0.1901, loss_mask: 0.2091, loss: 0.5906 +2022-09-22 14:02:39,347 - mmdet - INFO - Epoch [21][7250/7330] lr: 3.778e-07, eta: 22:58:32, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0302, loss_cls: 0.1503, acc: 94.5110, loss_bbox: 0.1988, loss_mask: 0.2132, loss: 0.6151 +2022-09-22 14:03:16,662 - mmdet - INFO - Epoch [21][7300/7330] lr: 3.778e-07, eta: 22:57:53, time: 0.748, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0318, loss_cls: 0.1591, acc: 94.1294, loss_bbox: 0.2088, loss_mask: 0.2139, loss: 0.6338 +2022-09-22 14:03:48,764 - mmdet - INFO - Saving checkpoint at 21 epochs +2022-09-22 14:06:26,212 - mmdet - INFO - Evaluating bbox... +2022-09-22 14:06:50,613 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.498 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.729 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.541 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.348 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.538 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.640 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.616 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.616 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.616 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.464 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.655 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.758 + +2022-09-22 14:06:50,614 - mmdet - INFO - Evaluating segm... +2022-09-22 14:07:20,331 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.444 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.696 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.476 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.252 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.481 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.639 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.555 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.555 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.555 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.382 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.599 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.718 + +2022-09-22 14:07:20,900 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 14:07:20,901 - mmdet - INFO - Epoch(val) [21][625] bbox_mAP: 0.4980, bbox_mAP_50: 0.7290, bbox_mAP_75: 0.5410, bbox_mAP_s: 0.3480, bbox_mAP_m: 0.5380, bbox_mAP_l: 0.6400, bbox_mAP_copypaste: 0.498 0.729 0.541 0.348 0.538 0.640, segm_mAP: 0.4440, segm_mAP_50: 0.6960, segm_mAP_75: 0.4760, segm_mAP_s: 0.2520, segm_mAP_m: 0.4810, segm_mAP_l: 0.6390, segm_mAP_copypaste: 0.444 0.696 0.476 0.252 0.481 0.639 +2022-09-22 14:11:12,185 - mmdet - INFO - Epoch [22][50/7330] lr: 3.778e-07, eta: 23:11:06, time: 4.625, data_time: 3.890, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0314, loss_cls: 0.1462, acc: 94.5725, loss_bbox: 0.1990, loss_mask: 0.2129, loss: 0.6111 +2022-09-22 14:11:50,699 - mmdet - INFO - Epoch [22][100/7330] lr: 3.778e-07, eta: 23:10:31, time: 0.770, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0323, loss_cls: 0.1529, acc: 94.3215, loss_bbox: 0.2042, loss_mask: 0.2107, loss: 0.6214 +2022-09-22 14:12:27,840 - mmdet - INFO - Epoch [22][150/7330] lr: 3.778e-07, eta: 23:09:49, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0323, loss_cls: 0.1552, acc: 94.2373, loss_bbox: 0.2042, loss_mask: 0.2085, loss: 0.6240 +2022-09-22 14:13:04,585 - mmdet - INFO - Epoch [22][200/7330] lr: 3.778e-07, eta: 23:09:05, time: 0.734, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0279, loss_cls: 0.1434, acc: 94.7480, loss_bbox: 0.1881, loss_mask: 0.2060, loss: 0.5849 +2022-09-22 14:13:42,841 - mmdet - INFO - Epoch [22][250/7330] lr: 3.778e-07, eta: 23:08:28, time: 0.765, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0288, loss_cls: 0.1497, acc: 94.4089, loss_bbox: 0.1971, loss_mask: 0.2060, loss: 0.6022 +2022-09-22 14:14:20,560 - mmdet - INFO - Epoch [22][300/7330] lr: 3.778e-07, eta: 23:07:49, time: 0.755, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0311, loss_cls: 0.1523, acc: 94.3535, loss_bbox: 0.2055, loss_mask: 0.2102, loss: 0.6199 +2022-09-22 14:14:57,587 - mmdet - INFO - Epoch [22][350/7330] lr: 3.778e-07, eta: 23:07:06, time: 0.741, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0311, loss_cls: 0.1557, acc: 94.2612, loss_bbox: 0.2066, loss_mask: 0.2079, loss: 0.6207 +2022-09-22 14:15:35,394 - mmdet - INFO - Epoch [22][400/7330] lr: 3.778e-07, eta: 23:06:28, time: 0.756, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0307, loss_cls: 0.1462, acc: 94.5613, loss_bbox: 0.1968, loss_mask: 0.2069, loss: 0.6005 +2022-09-22 14:16:13,375 - mmdet - INFO - Epoch [22][450/7330] lr: 3.778e-07, eta: 23:05:50, time: 0.760, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0311, loss_cls: 0.1568, acc: 94.2080, loss_bbox: 0.2071, loss_mask: 0.2180, loss: 0.6327 +2022-09-22 14:16:51,255 - mmdet - INFO - Epoch [22][500/7330] lr: 3.778e-07, eta: 23:05:11, time: 0.758, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0294, loss_cls: 0.1507, acc: 94.3579, loss_bbox: 0.2002, loss_mask: 0.2093, loss: 0.6106 +2022-09-22 14:17:29,039 - mmdet - INFO - Epoch [22][550/7330] lr: 3.778e-07, eta: 23:04:32, time: 0.756, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0289, loss_cls: 0.1479, acc: 94.5652, loss_bbox: 0.1936, loss_mask: 0.2045, loss: 0.5935 +2022-09-22 14:18:06,886 - mmdet - INFO - Epoch [22][600/7330] lr: 3.778e-07, eta: 23:03:54, time: 0.757, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0320, loss_cls: 0.1574, acc: 94.1169, loss_bbox: 0.2122, loss_mask: 0.2152, loss: 0.6381 +2022-09-22 14:18:44,913 - mmdet - INFO - Epoch [22][650/7330] lr: 3.778e-07, eta: 23:03:16, time: 0.761, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0309, loss_cls: 0.1537, acc: 94.3135, loss_bbox: 0.2035, loss_mask: 0.2037, loss: 0.6124 +2022-09-22 14:19:21,902 - mmdet - INFO - Epoch [22][700/7330] lr: 3.778e-07, eta: 23:02:34, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0286, loss_cls: 0.1471, acc: 94.6472, loss_bbox: 0.1914, loss_mask: 0.2027, loss: 0.5907 +2022-09-22 14:19:59,557 - mmdet - INFO - Epoch [22][750/7330] lr: 3.778e-07, eta: 23:01:54, time: 0.753, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0312, loss_cls: 0.1480, acc: 94.5635, loss_bbox: 0.1933, loss_mask: 0.2077, loss: 0.6009 +2022-09-22 14:20:36,439 - mmdet - INFO - Epoch [22][800/7330] lr: 3.778e-07, eta: 23:01:11, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0280, loss_cls: 0.1456, acc: 94.6768, loss_bbox: 0.1978, loss_mask: 0.2017, loss: 0.5925 +2022-09-22 14:21:14,074 - mmdet - INFO - Epoch [22][850/7330] lr: 3.778e-07, eta: 23:00:31, time: 0.754, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0288, loss_cls: 0.1454, acc: 94.6814, loss_bbox: 0.1972, loss_mask: 0.2101, loss: 0.6015 +2022-09-22 14:21:51,750 - mmdet - INFO - Epoch [22][900/7330] lr: 3.778e-07, eta: 22:59:52, time: 0.752, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0319, loss_cls: 0.1576, acc: 94.2168, loss_bbox: 0.2107, loss_mask: 0.2123, loss: 0.6320 +2022-09-22 14:22:28,936 - mmdet - INFO - Epoch [22][950/7330] lr: 3.778e-07, eta: 22:59:10, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0301, loss_cls: 0.1522, acc: 94.4492, loss_bbox: 0.1994, loss_mask: 0.2121, loss: 0.6143 +2022-09-22 14:23:06,438 - mmdet - INFO - Epoch [22][1000/7330] lr: 3.778e-07, eta: 22:58:30, time: 0.750, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0318, loss_cls: 0.1533, acc: 94.3699, loss_bbox: 0.2043, loss_mask: 0.2155, loss: 0.6276 +2022-09-22 14:23:44,342 - mmdet - INFO - Epoch [22][1050/7330] lr: 3.778e-07, eta: 22:57:52, time: 0.758, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0296, loss_cls: 0.1477, acc: 94.6016, loss_bbox: 0.1975, loss_mask: 0.2048, loss: 0.6011 +2022-09-22 14:24:21,469 - mmdet - INFO - Epoch [22][1100/7330] lr: 3.778e-07, eta: 22:57:10, time: 0.740, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0329, loss_cls: 0.1515, acc: 94.3931, loss_bbox: 0.2001, loss_mask: 0.2117, loss: 0.6184 +2022-09-22 14:24:59,469 - mmdet - INFO - Epoch [22][1150/7330] lr: 3.778e-07, eta: 22:56:32, time: 0.762, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0318, loss_cls: 0.1595, acc: 94.0691, loss_bbox: 0.2101, loss_mask: 0.2136, loss: 0.6371 +2022-09-22 14:25:37,019 - mmdet - INFO - Epoch [22][1200/7330] lr: 3.778e-07, eta: 22:55:53, time: 0.752, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0332, loss_cls: 0.1637, acc: 93.8721, loss_bbox: 0.2141, loss_mask: 0.2142, loss: 0.6472 +2022-09-22 14:26:14,193 - mmdet - INFO - Epoch [22][1250/7330] lr: 3.778e-07, eta: 22:55:11, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0326, loss_cls: 0.1606, acc: 94.0610, loss_bbox: 0.2128, loss_mask: 0.2139, loss: 0.6402 +2022-09-22 14:26:51,006 - mmdet - INFO - Epoch [22][1300/7330] lr: 3.778e-07, eta: 22:54:28, time: 0.736, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0300, loss_cls: 0.1472, acc: 94.5210, loss_bbox: 0.1974, loss_mask: 0.2117, loss: 0.6051 +2022-09-22 14:27:27,649 - mmdet - INFO - Epoch [22][1350/7330] lr: 3.778e-07, eta: 22:53:44, time: 0.733, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0333, loss_cls: 0.1564, acc: 94.2891, loss_bbox: 0.2078, loss_mask: 0.2112, loss: 0.6323 +2022-09-22 14:28:04,851 - mmdet - INFO - Epoch [22][1400/7330] lr: 3.778e-07, eta: 22:53:02, time: 0.744, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0325, loss_cls: 0.1663, acc: 94.0068, loss_bbox: 0.2137, loss_mask: 0.2141, loss: 0.6498 +2022-09-22 14:28:41,211 - mmdet - INFO - Epoch [22][1450/7330] lr: 3.778e-07, eta: 22:52:17, time: 0.727, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0319, loss_cls: 0.1564, acc: 94.1260, loss_bbox: 0.2082, loss_mask: 0.2100, loss: 0.6287 +2022-09-22 14:29:17,946 - mmdet - INFO - Epoch [22][1500/7330] lr: 3.778e-07, eta: 22:51:33, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0293, loss_cls: 0.1525, acc: 94.3843, loss_bbox: 0.1965, loss_mask: 0.2114, loss: 0.6110 +2022-09-22 14:29:55,069 - mmdet - INFO - Epoch [22][1550/7330] lr: 3.778e-07, eta: 22:50:52, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0339, loss_cls: 0.1649, acc: 93.8970, loss_bbox: 0.2162, loss_mask: 0.2130, loss: 0.6510 +2022-09-22 14:30:32,054 - mmdet - INFO - Epoch [22][1600/7330] lr: 3.778e-07, eta: 22:50:09, time: 0.738, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0311, loss_cls: 0.1557, acc: 94.2627, loss_bbox: 0.2069, loss_mask: 0.2065, loss: 0.6205 +2022-09-22 14:31:08,702 - mmdet - INFO - Epoch [22][1650/7330] lr: 3.778e-07, eta: 22:49:25, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0298, loss_cls: 0.1558, acc: 94.2849, loss_bbox: 0.1988, loss_mask: 0.2117, loss: 0.6154 +2022-09-22 14:31:45,954 - mmdet - INFO - Epoch [22][1700/7330] lr: 3.778e-07, eta: 22:48:44, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0290, loss_cls: 0.1505, acc: 94.4880, loss_bbox: 0.1975, loss_mask: 0.2083, loss: 0.6049 +2022-09-22 14:32:23,463 - mmdet - INFO - Epoch [22][1750/7330] lr: 3.778e-07, eta: 22:48:05, time: 0.751, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0309, loss_cls: 0.1518, acc: 94.4258, loss_bbox: 0.2008, loss_mask: 0.2111, loss: 0.6149 +2022-09-22 14:33:00,118 - mmdet - INFO - Epoch [22][1800/7330] lr: 3.778e-07, eta: 22:47:21, time: 0.732, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0295, loss_cls: 0.1515, acc: 94.4929, loss_bbox: 0.2021, loss_mask: 0.2107, loss: 0.6163 +2022-09-22 14:33:37,317 - mmdet - INFO - Epoch [22][1850/7330] lr: 3.778e-07, eta: 22:46:40, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0320, loss_cls: 0.1562, acc: 94.2329, loss_bbox: 0.2025, loss_mask: 0.2069, loss: 0.6188 +2022-09-22 14:34:14,648 - mmdet - INFO - Epoch [22][1900/7330] lr: 3.778e-07, eta: 22:45:59, time: 0.747, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0343, loss_cls: 0.1597, acc: 93.9900, loss_bbox: 0.2099, loss_mask: 0.2095, loss: 0.6376 +2022-09-22 14:34:51,786 - mmdet - INFO - Epoch [22][1950/7330] lr: 3.778e-07, eta: 22:45:18, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0314, loss_cls: 0.1557, acc: 94.2163, loss_bbox: 0.2071, loss_mask: 0.2155, loss: 0.6322 +2022-09-22 14:35:29,158 - mmdet - INFO - Epoch [22][2000/7330] lr: 3.778e-07, eta: 22:44:37, time: 0.747, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0317, loss_cls: 0.1609, acc: 94.0925, loss_bbox: 0.2096, loss_mask: 0.2165, loss: 0.6432 +2022-09-22 14:36:06,512 - mmdet - INFO - Epoch [22][2050/7330] lr: 3.778e-07, eta: 22:43:57, time: 0.747, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0299, loss_cls: 0.1556, acc: 94.2666, loss_bbox: 0.2104, loss_mask: 0.2132, loss: 0.6314 +2022-09-22 14:36:43,887 - mmdet - INFO - Epoch [22][2100/7330] lr: 3.778e-07, eta: 22:43:16, time: 0.748, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0334, loss_cls: 0.1646, acc: 93.9995, loss_bbox: 0.2107, loss_mask: 0.2144, loss: 0.6468 +2022-09-22 14:37:21,403 - mmdet - INFO - Epoch [22][2150/7330] lr: 3.778e-07, eta: 22:42:37, time: 0.750, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0312, loss_cls: 0.1571, acc: 94.0178, loss_bbox: 0.2093, loss_mask: 0.2116, loss: 0.6323 +2022-09-22 14:37:58,484 - mmdet - INFO - Epoch [22][2200/7330] lr: 3.778e-07, eta: 22:41:55, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0349, loss_cls: 0.1635, acc: 93.9834, loss_bbox: 0.2131, loss_mask: 0.2127, loss: 0.6476 +2022-09-22 14:38:34,992 - mmdet - INFO - Epoch [22][2250/7330] lr: 3.778e-07, eta: 22:41:11, time: 0.730, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0290, loss_cls: 0.1505, acc: 94.4841, loss_bbox: 0.1974, loss_mask: 0.2091, loss: 0.6068 +2022-09-22 14:39:11,842 - mmdet - INFO - Epoch [22][2300/7330] lr: 3.778e-07, eta: 22:40:28, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0306, loss_cls: 0.1595, acc: 94.1013, loss_bbox: 0.2100, loss_mask: 0.2180, loss: 0.6391 +2022-09-22 14:39:48,545 - mmdet - INFO - Epoch [22][2350/7330] lr: 3.778e-07, eta: 22:39:45, time: 0.734, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0316, loss_cls: 0.1585, acc: 94.1943, loss_bbox: 0.2036, loss_mask: 0.2127, loss: 0.6266 +2022-09-22 14:40:25,349 - mmdet - INFO - Epoch [22][2400/7330] lr: 3.778e-07, eta: 22:39:02, time: 0.736, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0293, loss_cls: 0.1535, acc: 94.3511, loss_bbox: 0.1964, loss_mask: 0.2048, loss: 0.6066 +2022-09-22 14:41:02,311 - mmdet - INFO - Epoch [22][2450/7330] lr: 3.778e-07, eta: 22:38:20, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0290, loss_cls: 0.1519, acc: 94.4272, loss_bbox: 0.1981, loss_mask: 0.2041, loss: 0.6031 +2022-09-22 14:41:39,962 - mmdet - INFO - Epoch [22][2500/7330] lr: 3.778e-07, eta: 22:37:41, time: 0.753, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0320, loss_cls: 0.1538, acc: 94.4214, loss_bbox: 0.2025, loss_mask: 0.2107, loss: 0.6206 +2022-09-22 14:42:17,498 - mmdet - INFO - Epoch [22][2550/7330] lr: 3.778e-07, eta: 22:37:01, time: 0.751, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0322, loss_cls: 0.1554, acc: 94.1809, loss_bbox: 0.2083, loss_mask: 0.2158, loss: 0.6323 +2022-09-22 14:42:54,295 - mmdet - INFO - Epoch [22][2600/7330] lr: 3.778e-07, eta: 22:36:19, time: 0.736, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0316, loss_cls: 0.1480, acc: 94.4329, loss_bbox: 0.2006, loss_mask: 0.2069, loss: 0.6081 +2022-09-22 14:43:31,216 - mmdet - INFO - Epoch [22][2650/7330] lr: 3.778e-07, eta: 22:35:36, time: 0.738, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0323, loss_cls: 0.1561, acc: 94.2170, loss_bbox: 0.2072, loss_mask: 0.2148, loss: 0.6315 +2022-09-22 14:44:07,935 - mmdet - INFO - Epoch [22][2700/7330] lr: 3.778e-07, eta: 22:34:53, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0310, loss_cls: 0.1531, acc: 94.3447, loss_bbox: 0.2044, loss_mask: 0.2139, loss: 0.6230 +2022-09-22 14:44:45,444 - mmdet - INFO - Epoch [22][2750/7330] lr: 3.778e-07, eta: 22:34:14, time: 0.750, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0326, loss_cls: 0.1573, acc: 94.2327, loss_bbox: 0.2043, loss_mask: 0.2128, loss: 0.6290 +2022-09-22 14:45:21,858 - mmdet - INFO - Epoch [22][2800/7330] lr: 3.778e-07, eta: 22:33:29, time: 0.728, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0292, loss_cls: 0.1519, acc: 94.4324, loss_bbox: 0.1964, loss_mask: 0.2084, loss: 0.6063 +2022-09-22 14:45:59,060 - mmdet - INFO - Epoch [22][2850/7330] lr: 3.778e-07, eta: 22:32:49, time: 0.744, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0294, loss_cls: 0.1515, acc: 94.4453, loss_bbox: 0.1979, loss_mask: 0.2072, loss: 0.6057 +2022-09-22 14:46:36,481 - mmdet - INFO - Epoch [22][2900/7330] lr: 3.778e-07, eta: 22:32:09, time: 0.748, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0325, loss_cls: 0.1533, acc: 94.2700, loss_bbox: 0.2067, loss_mask: 0.2107, loss: 0.6254 +2022-09-22 14:47:13,321 - mmdet - INFO - Epoch [22][2950/7330] lr: 3.778e-07, eta: 22:31:26, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0310, loss_cls: 0.1511, acc: 94.3850, loss_bbox: 0.2021, loss_mask: 0.2069, loss: 0.6115 +2022-09-22 14:47:51,429 - mmdet - INFO - Epoch [22][3000/7330] lr: 3.778e-07, eta: 22:30:49, time: 0.762, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0346, loss_cls: 0.1632, acc: 93.9426, loss_bbox: 0.2125, loss_mask: 0.2119, loss: 0.6449 +2022-09-22 14:48:28,666 - mmdet - INFO - Epoch [22][3050/7330] lr: 3.778e-07, eta: 22:30:09, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0287, loss_cls: 0.1545, acc: 94.3032, loss_bbox: 0.2048, loss_mask: 0.2116, loss: 0.6205 +2022-09-22 14:49:05,747 - mmdet - INFO - Epoch [22][3100/7330] lr: 3.778e-07, eta: 22:29:27, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0327, loss_cls: 0.1618, acc: 94.0588, loss_bbox: 0.2076, loss_mask: 0.2110, loss: 0.6356 +2022-09-22 14:49:42,516 - mmdet - INFO - Epoch [22][3150/7330] lr: 3.778e-07, eta: 22:28:45, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0328, loss_cls: 0.1568, acc: 94.1941, loss_bbox: 0.2123, loss_mask: 0.2169, loss: 0.6436 +2022-09-22 14:50:19,632 - mmdet - INFO - Epoch [22][3200/7330] lr: 3.778e-07, eta: 22:28:03, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0316, loss_cls: 0.1512, acc: 94.3303, loss_bbox: 0.1955, loss_mask: 0.2083, loss: 0.6073 +2022-09-22 14:50:56,509 - mmdet - INFO - Epoch [22][3250/7330] lr: 3.778e-07, eta: 22:27:21, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0350, loss_cls: 0.1644, acc: 94.0095, loss_bbox: 0.2175, loss_mask: 0.2165, loss: 0.6584 +2022-09-22 14:51:33,836 - mmdet - INFO - Epoch [22][3300/7330] lr: 3.778e-07, eta: 22:26:41, time: 0.746, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0311, loss_cls: 0.1508, acc: 94.4878, loss_bbox: 0.2042, loss_mask: 0.2133, loss: 0.6230 +2022-09-22 14:52:10,585 - mmdet - INFO - Epoch [22][3350/7330] lr: 3.778e-07, eta: 22:25:58, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0304, loss_cls: 0.1484, acc: 94.5354, loss_bbox: 0.1982, loss_mask: 0.2059, loss: 0.6046 +2022-09-22 14:52:47,705 - mmdet - INFO - Epoch [22][3400/7330] lr: 3.778e-07, eta: 22:25:17, time: 0.742, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0325, loss_cls: 0.1544, acc: 94.2693, loss_bbox: 0.2069, loss_mask: 0.2109, loss: 0.6279 +2022-09-22 14:53:24,531 - mmdet - INFO - Epoch [22][3450/7330] lr: 3.778e-07, eta: 22:24:35, time: 0.737, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0309, loss_cls: 0.1537, acc: 94.2339, loss_bbox: 0.2045, loss_mask: 0.2103, loss: 0.6193 +2022-09-22 14:54:01,112 - mmdet - INFO - Epoch [22][3500/7330] lr: 3.778e-07, eta: 22:23:52, time: 0.732, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0312, loss_cls: 0.1471, acc: 94.5720, loss_bbox: 0.1947, loss_mask: 0.2101, loss: 0.6072 +2022-09-22 14:54:38,337 - mmdet - INFO - Epoch [22][3550/7330] lr: 3.778e-07, eta: 22:23:11, time: 0.745, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0313, loss_cls: 0.1500, acc: 94.4287, loss_bbox: 0.1970, loss_mask: 0.2106, loss: 0.6108 +2022-09-22 14:55:15,521 - mmdet - INFO - Epoch [22][3600/7330] lr: 3.778e-07, eta: 22:22:30, time: 0.744, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0318, loss_cls: 0.1520, acc: 94.3662, loss_bbox: 0.2040, loss_mask: 0.2088, loss: 0.6191 +2022-09-22 14:55:52,352 - mmdet - INFO - Epoch [22][3650/7330] lr: 3.778e-07, eta: 22:21:48, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0305, loss_cls: 0.1543, acc: 94.2090, loss_bbox: 0.2055, loss_mask: 0.2123, loss: 0.6243 +2022-09-22 14:56:29,619 - mmdet - INFO - Epoch [22][3700/7330] lr: 3.778e-07, eta: 22:21:08, time: 0.745, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0333, loss_cls: 0.1669, acc: 93.8313, loss_bbox: 0.2204, loss_mask: 0.2186, loss: 0.6631 +2022-09-22 14:57:06,408 - mmdet - INFO - Epoch [22][3750/7330] lr: 3.778e-07, eta: 22:20:25, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0299, loss_cls: 0.1511, acc: 94.3057, loss_bbox: 0.2018, loss_mask: 0.2060, loss: 0.6102 +2022-09-22 14:57:43,756 - mmdet - INFO - Epoch [22][3800/7330] lr: 3.778e-07, eta: 22:19:46, time: 0.748, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0313, loss_cls: 0.1473, acc: 94.5413, loss_bbox: 0.1982, loss_mask: 0.2013, loss: 0.5976 +2022-09-22 14:58:20,731 - mmdet - INFO - Epoch [22][3850/7330] lr: 3.778e-07, eta: 22:19:04, time: 0.739, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0323, loss_cls: 0.1585, acc: 94.2627, loss_bbox: 0.2051, loss_mask: 0.2106, loss: 0.6272 +2022-09-22 14:58:57,688 - mmdet - INFO - Epoch [22][3900/7330] lr: 3.778e-07, eta: 22:18:23, time: 0.740, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0326, loss_cls: 0.1533, acc: 94.4038, loss_bbox: 0.2031, loss_mask: 0.2149, loss: 0.6275 +2022-09-22 14:59:35,286 - mmdet - INFO - Epoch [22][3950/7330] lr: 3.778e-07, eta: 22:17:43, time: 0.749, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0326, loss_cls: 0.1625, acc: 93.9775, loss_bbox: 0.2092, loss_mask: 0.2068, loss: 0.6334 +2022-09-22 15:00:12,524 - mmdet - INFO - Epoch [22][4000/7330] lr: 3.778e-07, eta: 22:17:03, time: 0.748, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0316, loss_cls: 0.1532, acc: 94.2422, loss_bbox: 0.2015, loss_mask: 0.2104, loss: 0.6172 +2022-09-22 15:00:49,376 - mmdet - INFO - Epoch [22][4050/7330] lr: 3.778e-07, eta: 22:16:21, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0321, loss_cls: 0.1576, acc: 94.2053, loss_bbox: 0.2078, loss_mask: 0.2157, loss: 0.6346 +2022-09-22 15:01:26,287 - mmdet - INFO - Epoch [22][4100/7330] lr: 3.778e-07, eta: 22:15:39, time: 0.738, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0338, loss_cls: 0.1671, acc: 93.7288, loss_bbox: 0.2191, loss_mask: 0.2127, loss: 0.6562 +2022-09-22 15:02:03,501 - mmdet - INFO - Epoch [22][4150/7330] lr: 3.778e-07, eta: 22:14:59, time: 0.745, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0333, loss_cls: 0.1597, acc: 94.0706, loss_bbox: 0.2077, loss_mask: 0.2126, loss: 0.6361 +2022-09-22 15:02:41,133 - mmdet - INFO - Epoch [22][4200/7330] lr: 3.778e-07, eta: 22:14:20, time: 0.753, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0315, loss_cls: 0.1553, acc: 94.2710, loss_bbox: 0.2023, loss_mask: 0.2114, loss: 0.6232 +2022-09-22 15:03:18,477 - mmdet - INFO - Epoch [22][4250/7330] lr: 3.778e-07, eta: 22:13:40, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0310, loss_cls: 0.1554, acc: 94.2954, loss_bbox: 0.1989, loss_mask: 0.2076, loss: 0.6148 +2022-09-22 15:03:55,783 - mmdet - INFO - Epoch [22][4300/7330] lr: 3.778e-07, eta: 22:13:00, time: 0.746, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0322, loss_cls: 0.1579, acc: 94.1863, loss_bbox: 0.2071, loss_mask: 0.2101, loss: 0.6280 +2022-09-22 15:04:32,210 - mmdet - INFO - Epoch [22][4350/7330] lr: 3.778e-07, eta: 22:12:17, time: 0.729, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0320, loss_cls: 0.1563, acc: 94.2917, loss_bbox: 0.2038, loss_mask: 0.2166, loss: 0.6308 +2022-09-22 15:05:08,654 - mmdet - INFO - Epoch [22][4400/7330] lr: 3.778e-07, eta: 22:11:33, time: 0.728, data_time: 0.013, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0298, loss_cls: 0.1431, acc: 94.6833, loss_bbox: 0.1931, loss_mask: 0.2158, loss: 0.6030 +2022-09-22 15:05:45,576 - mmdet - INFO - Epoch [22][4450/7330] lr: 3.778e-07, eta: 22:10:52, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0311, loss_cls: 0.1568, acc: 94.2725, loss_bbox: 0.2057, loss_mask: 0.2114, loss: 0.6271 +2022-09-22 15:06:22,603 - mmdet - INFO - Epoch [22][4500/7330] lr: 3.778e-07, eta: 22:10:11, time: 0.741, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0315, loss_cls: 0.1530, acc: 94.3677, loss_bbox: 0.1966, loss_mask: 0.2152, loss: 0.6174 +2022-09-22 15:06:59,595 - mmdet - INFO - Epoch [22][4550/7330] lr: 3.778e-07, eta: 22:09:30, time: 0.740, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0317, loss_cls: 0.1472, acc: 94.6038, loss_bbox: 0.1926, loss_mask: 0.2075, loss: 0.6008 +2022-09-22 15:07:37,289 - mmdet - INFO - Epoch [22][4600/7330] lr: 3.778e-07, eta: 22:08:51, time: 0.754, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0303, loss_cls: 0.1562, acc: 94.3081, loss_bbox: 0.1981, loss_mask: 0.2094, loss: 0.6160 +2022-09-22 15:08:14,440 - mmdet - INFO - Epoch [22][4650/7330] lr: 3.778e-07, eta: 22:08:10, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0320, loss_cls: 0.1503, acc: 94.4519, loss_bbox: 0.2029, loss_mask: 0.2128, loss: 0.6195 +2022-09-22 15:08:52,190 - mmdet - INFO - Epoch [22][4700/7330] lr: 3.778e-07, eta: 22:07:32, time: 0.755, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0329, loss_cls: 0.1590, acc: 94.1726, loss_bbox: 0.2058, loss_mask: 0.2164, loss: 0.6371 +2022-09-22 15:09:29,298 - mmdet - INFO - Epoch [22][4750/7330] lr: 3.778e-07, eta: 22:06:52, time: 0.742, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0304, loss_cls: 0.1542, acc: 94.3120, loss_bbox: 0.1979, loss_mask: 0.2100, loss: 0.6146 +2022-09-22 15:10:06,518 - mmdet - INFO - Epoch [22][4800/7330] lr: 3.778e-07, eta: 22:06:11, time: 0.744, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0284, loss_cls: 0.1467, acc: 94.6433, loss_bbox: 0.1951, loss_mask: 0.2100, loss: 0.5997 +2022-09-22 15:10:43,841 - mmdet - INFO - Epoch [22][4850/7330] lr: 3.778e-07, eta: 22:05:31, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0313, loss_cls: 0.1582, acc: 94.1096, loss_bbox: 0.2096, loss_mask: 0.2093, loss: 0.6299 +2022-09-22 15:11:20,769 - mmdet - INFO - Epoch [22][4900/7330] lr: 3.778e-07, eta: 22:04:50, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0315, loss_cls: 0.1598, acc: 94.0659, loss_bbox: 0.2089, loss_mask: 0.2099, loss: 0.6325 +2022-09-22 15:11:57,564 - mmdet - INFO - Epoch [22][4950/7330] lr: 3.778e-07, eta: 22:04:08, time: 0.736, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0314, loss_cls: 0.1659, acc: 93.8987, loss_bbox: 0.2158, loss_mask: 0.2171, loss: 0.6520 +2022-09-22 15:12:34,703 - mmdet - INFO - Epoch [22][5000/7330] lr: 3.778e-07, eta: 22:03:28, time: 0.743, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0312, loss_cls: 0.1572, acc: 94.1780, loss_bbox: 0.2086, loss_mask: 0.2128, loss: 0.6317 +2022-09-22 15:13:11,969 - mmdet - INFO - Epoch [22][5050/7330] lr: 3.778e-07, eta: 22:02:47, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0293, loss_cls: 0.1499, acc: 94.4438, loss_bbox: 0.1955, loss_mask: 0.2089, loss: 0.6050 +2022-09-22 15:13:49,081 - mmdet - INFO - Epoch [22][5100/7330] lr: 3.778e-07, eta: 22:02:07, time: 0.743, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0342, loss_cls: 0.1612, acc: 94.1589, loss_bbox: 0.2088, loss_mask: 0.2134, loss: 0.6399 +2022-09-22 15:14:26,066 - mmdet - INFO - Epoch [22][5150/7330] lr: 3.778e-07, eta: 22:01:26, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0311, loss_cls: 0.1568, acc: 94.2854, loss_bbox: 0.2011, loss_mask: 0.2080, loss: 0.6182 +2022-09-22 15:15:03,174 - mmdet - INFO - Epoch [22][5200/7330] lr: 3.778e-07, eta: 22:00:45, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0312, loss_cls: 0.1482, acc: 94.4155, loss_bbox: 0.1978, loss_mask: 0.2062, loss: 0.6012 +2022-09-22 15:15:40,345 - mmdet - INFO - Epoch [22][5250/7330] lr: 3.778e-07, eta: 22:00:05, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0327, loss_cls: 0.1587, acc: 94.2295, loss_bbox: 0.2080, loss_mask: 0.2111, loss: 0.6322 +2022-09-22 15:16:17,464 - mmdet - INFO - Epoch [22][5300/7330] lr: 3.778e-07, eta: 21:59:24, time: 0.742, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0328, loss_cls: 0.1621, acc: 93.9612, loss_bbox: 0.2139, loss_mask: 0.2165, loss: 0.6473 +2022-09-22 15:16:54,664 - mmdet - INFO - Epoch [22][5350/7330] lr: 3.778e-07, eta: 21:58:44, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0324, loss_cls: 0.1560, acc: 94.2576, loss_bbox: 0.2020, loss_mask: 0.2087, loss: 0.6197 +2022-09-22 15:17:31,605 - mmdet - INFO - Epoch [22][5400/7330] lr: 3.778e-07, eta: 21:58:03, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0300, loss_cls: 0.1546, acc: 94.1980, loss_bbox: 0.2028, loss_mask: 0.2101, loss: 0.6199 +2022-09-22 15:18:09,031 - mmdet - INFO - Epoch [22][5450/7330] lr: 3.778e-07, eta: 21:57:24, time: 0.748, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0309, loss_cls: 0.1607, acc: 94.0889, loss_bbox: 0.2116, loss_mask: 0.2141, loss: 0.6393 +2022-09-22 15:18:45,687 - mmdet - INFO - Epoch [22][5500/7330] lr: 3.778e-07, eta: 21:56:41, time: 0.733, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0312, loss_cls: 0.1591, acc: 94.1514, loss_bbox: 0.2058, loss_mask: 0.2138, loss: 0.6309 +2022-09-22 15:19:22,918 - mmdet - INFO - Epoch [22][5550/7330] lr: 3.778e-07, eta: 21:56:01, time: 0.745, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0301, loss_cls: 0.1550, acc: 94.3328, loss_bbox: 0.2044, loss_mask: 0.2093, loss: 0.6193 +2022-09-22 15:20:00,030 - mmdet - INFO - Epoch [22][5600/7330] lr: 3.778e-07, eta: 21:55:21, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0302, loss_cls: 0.1572, acc: 94.2542, loss_bbox: 0.2053, loss_mask: 0.2125, loss: 0.6269 +2022-09-22 15:20:37,229 - mmdet - INFO - Epoch [22][5650/7330] lr: 3.778e-07, eta: 21:54:41, time: 0.744, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0330, loss_cls: 0.1626, acc: 94.1055, loss_bbox: 0.2112, loss_mask: 0.2147, loss: 0.6462 +2022-09-22 15:21:14,822 - mmdet - INFO - Epoch [22][5700/7330] lr: 3.778e-07, eta: 21:54:02, time: 0.752, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0309, loss_cls: 0.1632, acc: 93.9651, loss_bbox: 0.2140, loss_mask: 0.2192, loss: 0.6485 +2022-09-22 15:21:51,544 - mmdet - INFO - Epoch [22][5750/7330] lr: 3.778e-07, eta: 21:53:20, time: 0.735, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0323, loss_cls: 0.1553, acc: 94.2556, loss_bbox: 0.2042, loss_mask: 0.2113, loss: 0.6240 +2022-09-22 15:22:28,597 - mmdet - INFO - Epoch [22][5800/7330] lr: 3.778e-07, eta: 21:52:40, time: 0.741, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0313, loss_cls: 0.1599, acc: 94.0989, loss_bbox: 0.2097, loss_mask: 0.2159, loss: 0.6383 +2022-09-22 15:23:05,346 - mmdet - INFO - Epoch [22][5850/7330] lr: 3.778e-07, eta: 21:51:58, time: 0.735, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0305, loss_cls: 0.1514, acc: 94.4602, loss_bbox: 0.1968, loss_mask: 0.2091, loss: 0.6079 +2022-09-22 15:23:42,449 - mmdet - INFO - Epoch [22][5900/7330] lr: 3.778e-07, eta: 21:51:17, time: 0.742, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0334, loss_cls: 0.1691, acc: 93.7390, loss_bbox: 0.2213, loss_mask: 0.2178, loss: 0.6658 +2022-09-22 15:24:19,128 - mmdet - INFO - Epoch [22][5950/7330] lr: 3.778e-07, eta: 21:50:35, time: 0.733, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0310, loss_cls: 0.1553, acc: 94.2422, loss_bbox: 0.2016, loss_mask: 0.2133, loss: 0.6219 +2022-09-22 15:24:56,547 - mmdet - INFO - Epoch [22][6000/7330] lr: 3.778e-07, eta: 21:49:56, time: 0.748, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0300, loss_cls: 0.1513, acc: 94.3650, loss_bbox: 0.1991, loss_mask: 0.2020, loss: 0.6027 +2022-09-22 15:25:33,783 - mmdet - INFO - Epoch [22][6050/7330] lr: 3.778e-07, eta: 21:49:16, time: 0.745, data_time: 0.013, memory: 54014, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0292, loss_cls: 0.1525, acc: 94.3979, loss_bbox: 0.1971, loss_mask: 0.2075, loss: 0.6050 +2022-09-22 15:26:11,059 - mmdet - INFO - Epoch [22][6100/7330] lr: 3.778e-07, eta: 21:48:36, time: 0.745, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0300, loss_cls: 0.1549, acc: 94.2280, loss_bbox: 0.2035, loss_mask: 0.2127, loss: 0.6248 +2022-09-22 15:26:48,688 - mmdet - INFO - Epoch [22][6150/7330] lr: 3.778e-07, eta: 21:47:58, time: 0.753, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0316, loss_cls: 0.1560, acc: 94.2856, loss_bbox: 0.2065, loss_mask: 0.2152, loss: 0.6308 +2022-09-22 15:27:25,876 - mmdet - INFO - Epoch [22][6200/7330] lr: 3.778e-07, eta: 21:47:18, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0298, loss_cls: 0.1521, acc: 94.4299, loss_bbox: 0.1994, loss_mask: 0.2009, loss: 0.6023 +2022-09-22 15:28:03,351 - mmdet - INFO - Epoch [22][6250/7330] lr: 3.778e-07, eta: 21:46:39, time: 0.749, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0301, loss_cls: 0.1569, acc: 94.2078, loss_bbox: 0.2102, loss_mask: 0.2120, loss: 0.6285 +2022-09-22 15:28:40,656 - mmdet - INFO - Epoch [22][6300/7330] lr: 3.778e-07, eta: 21:45:59, time: 0.746, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0323, loss_cls: 0.1577, acc: 94.1414, loss_bbox: 0.2111, loss_mask: 0.2134, loss: 0.6364 +2022-09-22 15:29:17,353 - mmdet - INFO - Epoch [22][6350/7330] lr: 3.778e-07, eta: 21:45:17, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0344, loss_cls: 0.1610, acc: 94.1057, loss_bbox: 0.2141, loss_mask: 0.2208, loss: 0.6562 +2022-09-22 15:29:54,277 - mmdet - INFO - Epoch [22][6400/7330] lr: 3.778e-07, eta: 21:44:36, time: 0.738, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0325, loss_cls: 0.1632, acc: 94.0181, loss_bbox: 0.2116, loss_mask: 0.2184, loss: 0.6498 +2022-09-22 15:30:31,262 - mmdet - INFO - Epoch [22][6450/7330] lr: 3.778e-07, eta: 21:43:56, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0308, loss_cls: 0.1541, acc: 94.4651, loss_bbox: 0.1997, loss_mask: 0.2131, loss: 0.6215 +2022-09-22 15:31:07,728 - mmdet - INFO - Epoch [22][6500/7330] lr: 3.778e-07, eta: 21:43:13, time: 0.729, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0330, loss_cls: 0.1603, acc: 94.0398, loss_bbox: 0.2118, loss_mask: 0.2151, loss: 0.6423 +2022-09-22 15:31:45,630 - mmdet - INFO - Epoch [22][6550/7330] lr: 3.778e-07, eta: 21:42:36, time: 0.758, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0319, loss_cls: 0.1526, acc: 94.2769, loss_bbox: 0.2025, loss_mask: 0.2119, loss: 0.6202 +2022-09-22 15:32:22,675 - mmdet - INFO - Epoch [22][6600/7330] lr: 3.778e-07, eta: 21:41:55, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0284, loss_cls: 0.1517, acc: 94.4797, loss_bbox: 0.1993, loss_mask: 0.2058, loss: 0.6039 +2022-09-22 15:32:59,968 - mmdet - INFO - Epoch [22][6650/7330] lr: 3.778e-07, eta: 21:41:16, time: 0.746, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0322, loss_cls: 0.1594, acc: 94.1587, loss_bbox: 0.2071, loss_mask: 0.2106, loss: 0.6308 +2022-09-22 15:33:37,055 - mmdet - INFO - Epoch [22][6700/7330] lr: 3.778e-07, eta: 21:40:35, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0325, loss_cls: 0.1575, acc: 94.1865, loss_bbox: 0.2055, loss_mask: 0.2145, loss: 0.6325 +2022-09-22 15:34:14,222 - mmdet - INFO - Epoch [22][6750/7330] lr: 3.778e-07, eta: 21:39:55, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0314, loss_cls: 0.1584, acc: 94.0950, loss_bbox: 0.2038, loss_mask: 0.2099, loss: 0.6252 +2022-09-22 15:34:51,608 - mmdet - INFO - Epoch [22][6800/7330] lr: 3.778e-07, eta: 21:39:16, time: 0.747, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0315, loss_cls: 0.1498, acc: 94.4595, loss_bbox: 0.1996, loss_mask: 0.2141, loss: 0.6155 +2022-09-22 15:35:28,708 - mmdet - INFO - Epoch [22][6850/7330] lr: 3.778e-07, eta: 21:38:36, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0301, loss_cls: 0.1539, acc: 94.3147, loss_bbox: 0.1999, loss_mask: 0.2119, loss: 0.6181 +2022-09-22 15:36:05,556 - mmdet - INFO - Epoch [22][6900/7330] lr: 3.778e-07, eta: 21:37:55, time: 0.737, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0313, loss_cls: 0.1527, acc: 94.3926, loss_bbox: 0.2015, loss_mask: 0.2063, loss: 0.6125 +2022-09-22 15:36:42,787 - mmdet - INFO - Epoch [22][6950/7330] lr: 3.778e-07, eta: 21:37:15, time: 0.745, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0324, loss_cls: 0.1587, acc: 94.2107, loss_bbox: 0.2063, loss_mask: 0.2112, loss: 0.6307 +2022-09-22 15:37:19,385 - mmdet - INFO - Epoch [22][7000/7330] lr: 3.778e-07, eta: 21:36:33, time: 0.732, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0305, loss_cls: 0.1542, acc: 94.4158, loss_bbox: 0.1970, loss_mask: 0.2115, loss: 0.6131 +2022-09-22 15:37:56,652 - mmdet - INFO - Epoch [22][7050/7330] lr: 3.778e-07, eta: 21:35:53, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0308, loss_cls: 0.1561, acc: 94.2451, loss_bbox: 0.2017, loss_mask: 0.2121, loss: 0.6197 +2022-09-22 15:38:34,428 - mmdet - INFO - Epoch [22][7100/7330] lr: 3.778e-07, eta: 21:35:15, time: 0.756, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0332, loss_cls: 0.1528, acc: 94.3604, loss_bbox: 0.2027, loss_mask: 0.2103, loss: 0.6215 +2022-09-22 15:39:11,560 - mmdet - INFO - Epoch [22][7150/7330] lr: 3.778e-07, eta: 21:34:35, time: 0.743, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0310, loss_cls: 0.1539, acc: 94.3088, loss_bbox: 0.2041, loss_mask: 0.2109, loss: 0.6192 +2022-09-22 15:39:48,873 - mmdet - INFO - Epoch [22][7200/7330] lr: 3.778e-07, eta: 21:33:56, time: 0.746, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0304, loss_cls: 0.1523, acc: 94.4553, loss_bbox: 0.2005, loss_mask: 0.2121, loss: 0.6172 +2022-09-22 15:40:26,058 - mmdet - INFO - Epoch [22][7250/7330] lr: 3.778e-07, eta: 21:33:16, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0305, loss_cls: 0.1476, acc: 94.5371, loss_bbox: 0.1962, loss_mask: 0.2065, loss: 0.5992 +2022-09-22 15:41:03,033 - mmdet - INFO - Epoch [22][7300/7330] lr: 3.778e-07, eta: 21:32:36, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0309, loss_cls: 0.1547, acc: 94.3572, loss_bbox: 0.2024, loss_mask: 0.2074, loss: 0.6164 +2022-09-22 15:41:35,101 - mmdet - INFO - Saving checkpoint at 22 epochs +2022-09-22 15:44:32,915 - mmdet - INFO - Evaluating bbox... +2022-09-22 15:44:57,615 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.496 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.727 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.544 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.341 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.538 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.637 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.614 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.614 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.614 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.456 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.653 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.757 + +2022-09-22 15:44:57,615 - mmdet - INFO - Evaluating segm... +2022-09-22 15:45:27,315 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.443 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.695 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.473 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.252 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.478 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.642 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.556 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.556 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.556 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.389 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.597 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.721 + +2022-09-22 15:45:27,752 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 15:45:27,752 - mmdet - INFO - Epoch(val) [22][625] bbox_mAP: 0.4960, bbox_mAP_50: 0.7270, bbox_mAP_75: 0.5440, bbox_mAP_s: 0.3410, bbox_mAP_m: 0.5380, bbox_mAP_l: 0.6370, bbox_mAP_copypaste: 0.496 0.727 0.544 0.341 0.538 0.637, segm_mAP: 0.4430, segm_mAP_50: 0.6950, segm_mAP_75: 0.4730, segm_mAP_s: 0.2520, segm_mAP_m: 0.4780, segm_mAP_l: 0.6420, segm_mAP_copypaste: 0.443 0.695 0.473 0.252 0.478 0.642 +2022-09-22 15:48:17,818 - mmdet - INFO - Epoch [23][50/7330] lr: 3.778e-07, eta: 21:37:58, time: 3.400, data_time: 2.649, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0318, loss_cls: 0.1567, acc: 94.1626, loss_bbox: 0.2090, loss_mask: 0.2104, loss: 0.6288 +2022-09-22 15:48:56,129 - mmdet - INFO - Epoch [23][100/7330] lr: 3.778e-07, eta: 21:37:21, time: 0.767, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0295, loss_cls: 0.1477, acc: 94.5647, loss_bbox: 0.1946, loss_mask: 0.2051, loss: 0.5962 +2022-09-22 15:49:34,049 - mmdet - INFO - Epoch [23][150/7330] lr: 3.778e-07, eta: 21:36:43, time: 0.758, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0341, loss_cls: 0.1605, acc: 94.0349, loss_bbox: 0.2103, loss_mask: 0.2125, loss: 0.6399 +2022-09-22 15:50:11,324 - mmdet - INFO - Epoch [23][200/7330] lr: 3.778e-07, eta: 21:36:02, time: 0.745, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0325, loss_cls: 0.1517, acc: 94.3577, loss_bbox: 0.2040, loss_mask: 0.2148, loss: 0.6265 +2022-09-22 15:50:48,954 - mmdet - INFO - Epoch [23][250/7330] lr: 3.778e-07, eta: 21:35:23, time: 0.753, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0314, loss_cls: 0.1526, acc: 94.4421, loss_bbox: 0.2003, loss_mask: 0.2101, loss: 0.6157 +2022-09-22 15:51:26,851 - mmdet - INFO - Epoch [23][300/7330] lr: 3.778e-07, eta: 21:34:45, time: 0.758, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0311, loss_cls: 0.1564, acc: 94.2532, loss_bbox: 0.2048, loss_mask: 0.2114, loss: 0.6261 +2022-09-22 15:52:04,116 - mmdet - INFO - Epoch [23][350/7330] lr: 3.778e-07, eta: 21:34:05, time: 0.745, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0309, loss_cls: 0.1475, acc: 94.4944, loss_bbox: 0.1990, loss_mask: 0.2076, loss: 0.6059 +2022-09-22 15:52:41,048 - mmdet - INFO - Epoch [23][400/7330] lr: 3.778e-07, eta: 21:33:23, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0308, loss_cls: 0.1462, acc: 94.5020, loss_bbox: 0.2020, loss_mask: 0.2107, loss: 0.6097 +2022-09-22 15:53:17,828 - mmdet - INFO - Epoch [23][450/7330] lr: 3.778e-07, eta: 21:32:41, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0303, loss_cls: 0.1470, acc: 94.5103, loss_bbox: 0.1963, loss_mask: 0.2074, loss: 0.6011 +2022-09-22 15:53:55,023 - mmdet - INFO - Epoch [23][500/7330] lr: 3.778e-07, eta: 21:32:01, time: 0.745, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0326, loss_cls: 0.1524, acc: 94.2834, loss_bbox: 0.2041, loss_mask: 0.2093, loss: 0.6189 +2022-09-22 15:54:32,354 - mmdet - INFO - Epoch [23][550/7330] lr: 3.778e-07, eta: 21:31:21, time: 0.747, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0321, loss_cls: 0.1555, acc: 94.2166, loss_bbox: 0.2060, loss_mask: 0.2091, loss: 0.6252 +2022-09-22 15:55:09,214 - mmdet - INFO - Epoch [23][600/7330] lr: 3.778e-07, eta: 21:30:39, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0304, loss_cls: 0.1468, acc: 94.5950, loss_bbox: 0.1968, loss_mask: 0.2074, loss: 0.6021 +2022-09-22 15:55:46,834 - mmdet - INFO - Epoch [23][650/7330] lr: 3.778e-07, eta: 21:30:00, time: 0.752, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0311, loss_cls: 0.1495, acc: 94.4636, loss_bbox: 0.1947, loss_mask: 0.2065, loss: 0.6039 +2022-09-22 15:56:23,550 - mmdet - INFO - Epoch [23][700/7330] lr: 3.778e-07, eta: 21:29:18, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0317, loss_cls: 0.1601, acc: 94.1001, loss_bbox: 0.2048, loss_mask: 0.2080, loss: 0.6276 +2022-09-22 15:57:00,062 - mmdet - INFO - Epoch [23][750/7330] lr: 3.778e-07, eta: 21:28:35, time: 0.731, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0299, loss_cls: 0.1502, acc: 94.4746, loss_bbox: 0.1991, loss_mask: 0.2102, loss: 0.6084 +2022-09-22 15:57:37,648 - mmdet - INFO - Epoch [23][800/7330] lr: 3.778e-07, eta: 21:27:56, time: 0.752, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0314, loss_cls: 0.1545, acc: 94.3381, loss_bbox: 0.2030, loss_mask: 0.2117, loss: 0.6211 +2022-09-22 15:58:15,382 - mmdet - INFO - Epoch [23][850/7330] lr: 3.778e-07, eta: 21:27:17, time: 0.754, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0323, loss_cls: 0.1606, acc: 93.9683, loss_bbox: 0.2151, loss_mask: 0.2165, loss: 0.6458 +2022-09-22 15:58:52,724 - mmdet - INFO - Epoch [23][900/7330] lr: 3.778e-07, eta: 21:26:37, time: 0.747, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0304, loss_cls: 0.1492, acc: 94.4680, loss_bbox: 0.2041, loss_mask: 0.2130, loss: 0.6160 +2022-09-22 15:59:29,904 - mmdet - INFO - Epoch [23][950/7330] lr: 3.778e-07, eta: 21:25:57, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0313, loss_cls: 0.1489, acc: 94.5149, loss_bbox: 0.1936, loss_mask: 0.2049, loss: 0.5991 +2022-09-22 16:00:06,680 - mmdet - INFO - Epoch [23][1000/7330] lr: 3.778e-07, eta: 21:25:15, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0309, loss_cls: 0.1483, acc: 94.5964, loss_bbox: 0.1964, loss_mask: 0.2079, loss: 0.6027 +2022-09-22 16:00:43,223 - mmdet - INFO - Epoch [23][1050/7330] lr: 3.778e-07, eta: 21:24:32, time: 0.731, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0305, loss_cls: 0.1498, acc: 94.3745, loss_bbox: 0.2051, loss_mask: 0.2105, loss: 0.6170 +2022-09-22 16:01:20,005 - mmdet - INFO - Epoch [23][1100/7330] lr: 3.778e-07, eta: 21:23:50, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0310, loss_cls: 0.1489, acc: 94.5095, loss_bbox: 0.1965, loss_mask: 0.2078, loss: 0.6055 +2022-09-22 16:01:56,836 - mmdet - INFO - Epoch [23][1150/7330] lr: 3.778e-07, eta: 21:23:09, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0317, loss_cls: 0.1575, acc: 94.1914, loss_bbox: 0.2036, loss_mask: 0.2083, loss: 0.6241 +2022-09-22 16:02:33,847 - mmdet - INFO - Epoch [23][1200/7330] lr: 3.778e-07, eta: 21:22:28, time: 0.741, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0290, loss_cls: 0.1420, acc: 94.7385, loss_bbox: 0.1887, loss_mask: 0.2046, loss: 0.5855 +2022-09-22 16:03:10,559 - mmdet - INFO - Epoch [23][1250/7330] lr: 3.778e-07, eta: 21:21:46, time: 0.734, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0299, loss_cls: 0.1519, acc: 94.3958, loss_bbox: 0.2006, loss_mask: 0.2057, loss: 0.6065 +2022-09-22 16:03:48,132 - mmdet - INFO - Epoch [23][1300/7330] lr: 3.778e-07, eta: 21:21:07, time: 0.751, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0319, loss_cls: 0.1533, acc: 94.2688, loss_bbox: 0.2079, loss_mask: 0.2113, loss: 0.6259 +2022-09-22 16:04:24,465 - mmdet - INFO - Epoch [23][1350/7330] lr: 3.778e-07, eta: 21:20:23, time: 0.726, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0305, loss_cls: 0.1485, acc: 94.4971, loss_bbox: 0.1962, loss_mask: 0.2142, loss: 0.6092 +2022-09-22 16:05:01,991 - mmdet - INFO - Epoch [23][1400/7330] lr: 3.778e-07, eta: 21:19:44, time: 0.751, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0273, loss_cls: 0.1471, acc: 94.5845, loss_bbox: 0.1924, loss_mask: 0.2075, loss: 0.5927 +2022-09-22 16:05:39,039 - mmdet - INFO - Epoch [23][1450/7330] lr: 3.778e-07, eta: 21:19:03, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0324, loss_cls: 0.1581, acc: 94.1943, loss_bbox: 0.2079, loss_mask: 0.2103, loss: 0.6292 +2022-09-22 16:06:15,880 - mmdet - INFO - Epoch [23][1500/7330] lr: 3.778e-07, eta: 21:18:22, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0304, loss_cls: 0.1553, acc: 94.2451, loss_bbox: 0.2048, loss_mask: 0.2100, loss: 0.6221 +2022-09-22 16:06:52,621 - mmdet - INFO - Epoch [23][1550/7330] lr: 3.778e-07, eta: 21:17:40, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0304, loss_cls: 0.1542, acc: 94.2766, loss_bbox: 0.2027, loss_mask: 0.2041, loss: 0.6126 +2022-09-22 16:07:29,774 - mmdet - INFO - Epoch [23][1600/7330] lr: 3.778e-07, eta: 21:16:59, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0312, loss_cls: 0.1538, acc: 94.2629, loss_bbox: 0.2035, loss_mask: 0.2078, loss: 0.6174 +2022-09-22 16:08:06,954 - mmdet - INFO - Epoch [23][1650/7330] lr: 3.778e-07, eta: 21:16:19, time: 0.744, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0331, loss_cls: 0.1637, acc: 93.9504, loss_bbox: 0.2123, loss_mask: 0.2172, loss: 0.6493 +2022-09-22 16:08:44,600 - mmdet - INFO - Epoch [23][1700/7330] lr: 3.778e-07, eta: 21:15:40, time: 0.753, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0337, loss_cls: 0.1583, acc: 94.0686, loss_bbox: 0.2064, loss_mask: 0.2109, loss: 0.6330 +2022-09-22 16:09:21,829 - mmdet - INFO - Epoch [23][1750/7330] lr: 3.778e-07, eta: 21:15:00, time: 0.745, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0276, loss_cls: 0.1380, acc: 94.9185, loss_bbox: 0.1843, loss_mask: 0.2057, loss: 0.5748 +2022-09-22 16:09:59,007 - mmdet - INFO - Epoch [23][1800/7330] lr: 3.778e-07, eta: 21:14:20, time: 0.743, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0321, loss_cls: 0.1526, acc: 94.4336, loss_bbox: 0.2023, loss_mask: 0.2136, loss: 0.6215 +2022-09-22 16:10:35,674 - mmdet - INFO - Epoch [23][1850/7330] lr: 3.778e-07, eta: 21:13:38, time: 0.733, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0296, loss_cls: 0.1522, acc: 94.3943, loss_bbox: 0.2015, loss_mask: 0.2015, loss: 0.6035 +2022-09-22 16:11:12,542 - mmdet - INFO - Epoch [23][1900/7330] lr: 3.778e-07, eta: 21:12:57, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0321, loss_cls: 0.1587, acc: 94.2263, loss_bbox: 0.2030, loss_mask: 0.2058, loss: 0.6218 +2022-09-22 16:11:49,318 - mmdet - INFO - Epoch [23][1950/7330] lr: 3.778e-07, eta: 21:12:15, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0339, loss_cls: 0.1584, acc: 94.1260, loss_bbox: 0.2086, loss_mask: 0.2100, loss: 0.6328 +2022-09-22 16:12:26,771 - mmdet - INFO - Epoch [23][2000/7330] lr: 3.778e-07, eta: 21:11:36, time: 0.750, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0310, loss_cls: 0.1520, acc: 94.4180, loss_bbox: 0.1967, loss_mask: 0.2088, loss: 0.6095 +2022-09-22 16:13:04,002 - mmdet - INFO - Epoch [23][2050/7330] lr: 3.778e-07, eta: 21:10:56, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0314, loss_cls: 0.1553, acc: 94.1851, loss_bbox: 0.2048, loss_mask: 0.2084, loss: 0.6222 +2022-09-22 16:13:41,051 - mmdet - INFO - Epoch [23][2100/7330] lr: 3.778e-07, eta: 21:10:15, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0318, loss_cls: 0.1543, acc: 94.2671, loss_bbox: 0.2062, loss_mask: 0.2109, loss: 0.6246 +2022-09-22 16:14:17,974 - mmdet - INFO - Epoch [23][2150/7330] lr: 3.778e-07, eta: 21:09:34, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0292, loss_cls: 0.1493, acc: 94.4968, loss_bbox: 0.1940, loss_mask: 0.2021, loss: 0.5919 +2022-09-22 16:14:55,025 - mmdet - INFO - Epoch [23][2200/7330] lr: 3.778e-07, eta: 21:08:53, time: 0.741, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0303, loss_cls: 0.1492, acc: 94.3923, loss_bbox: 0.1995, loss_mask: 0.2056, loss: 0.6042 +2022-09-22 16:15:31,166 - mmdet - INFO - Epoch [23][2250/7330] lr: 3.778e-07, eta: 21:08:10, time: 0.723, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0327, loss_cls: 0.1532, acc: 94.3372, loss_bbox: 0.2036, loss_mask: 0.2063, loss: 0.6168 +2022-09-22 16:16:07,830 - mmdet - INFO - Epoch [23][2300/7330] lr: 3.778e-07, eta: 21:07:28, time: 0.733, data_time: 0.013, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0289, loss_cls: 0.1478, acc: 94.5596, loss_bbox: 0.1942, loss_mask: 0.2066, loss: 0.5977 +2022-09-22 16:16:44,306 - mmdet - INFO - Epoch [23][2350/7330] lr: 3.778e-07, eta: 21:06:45, time: 0.730, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0297, loss_cls: 0.1569, acc: 94.1814, loss_bbox: 0.2070, loss_mask: 0.2150, loss: 0.6292 +2022-09-22 16:17:21,351 - mmdet - INFO - Epoch [23][2400/7330] lr: 3.778e-07, eta: 21:06:05, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0321, loss_cls: 0.1506, acc: 94.5166, loss_bbox: 0.2024, loss_mask: 0.2162, loss: 0.6220 +2022-09-22 16:17:57,929 - mmdet - INFO - Epoch [23][2450/7330] lr: 3.778e-07, eta: 21:05:23, time: 0.732, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0306, loss_cls: 0.1523, acc: 94.4438, loss_bbox: 0.2007, loss_mask: 0.2112, loss: 0.6159 +2022-09-22 16:18:34,634 - mmdet - INFO - Epoch [23][2500/7330] lr: 3.778e-07, eta: 21:04:41, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0285, loss_cls: 0.1557, acc: 94.3030, loss_bbox: 0.2010, loss_mask: 0.2121, loss: 0.6157 +2022-09-22 16:19:11,254 - mmdet - INFO - Epoch [23][2550/7330] lr: 3.778e-07, eta: 21:03:59, time: 0.732, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0319, loss_cls: 0.1562, acc: 94.2454, loss_bbox: 0.2056, loss_mask: 0.2084, loss: 0.6239 +2022-09-22 16:19:48,032 - mmdet - INFO - Epoch [23][2600/7330] lr: 3.778e-07, eta: 21:03:18, time: 0.735, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0325, loss_cls: 0.1624, acc: 94.0054, loss_bbox: 0.2111, loss_mask: 0.2182, loss: 0.6479 +2022-09-22 16:20:25,014 - mmdet - INFO - Epoch [23][2650/7330] lr: 3.778e-07, eta: 21:02:37, time: 0.739, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0309, loss_cls: 0.1510, acc: 94.4082, loss_bbox: 0.2033, loss_mask: 0.2060, loss: 0.6117 +2022-09-22 16:21:02,707 - mmdet - INFO - Epoch [23][2700/7330] lr: 3.778e-07, eta: 21:01:58, time: 0.754, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0282, loss_cls: 0.1494, acc: 94.4556, loss_bbox: 0.1962, loss_mask: 0.2040, loss: 0.5970 +2022-09-22 16:21:39,837 - mmdet - INFO - Epoch [23][2750/7330] lr: 3.778e-07, eta: 21:01:18, time: 0.743, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0334, loss_cls: 0.1574, acc: 94.1714, loss_bbox: 0.2060, loss_mask: 0.2106, loss: 0.6284 +2022-09-22 16:22:16,467 - mmdet - INFO - Epoch [23][2800/7330] lr: 3.778e-07, eta: 21:00:36, time: 0.733, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0304, loss_cls: 0.1545, acc: 94.2908, loss_bbox: 0.2040, loss_mask: 0.2130, loss: 0.6226 +2022-09-22 16:22:53,145 - mmdet - INFO - Epoch [23][2850/7330] lr: 3.778e-07, eta: 20:59:55, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0309, loss_cls: 0.1574, acc: 94.1885, loss_bbox: 0.2092, loss_mask: 0.2123, loss: 0.6305 +2022-09-22 16:23:29,971 - mmdet - INFO - Epoch [23][2900/7330] lr: 3.778e-07, eta: 20:59:14, time: 0.736, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0328, loss_cls: 0.1507, acc: 94.3914, loss_bbox: 0.2041, loss_mask: 0.2097, loss: 0.6180 +2022-09-22 16:24:07,592 - mmdet - INFO - Epoch [23][2950/7330] lr: 3.778e-07, eta: 20:58:35, time: 0.753, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0330, loss_cls: 0.1572, acc: 94.1819, loss_bbox: 0.2072, loss_mask: 0.2073, loss: 0.6252 +2022-09-22 16:24:45,136 - mmdet - INFO - Epoch [23][3000/7330] lr: 3.778e-07, eta: 20:57:56, time: 0.751, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0314, loss_cls: 0.1596, acc: 94.0725, loss_bbox: 0.2086, loss_mask: 0.2126, loss: 0.6340 +2022-09-22 16:25:22,734 - mmdet - INFO - Epoch [23][3050/7330] lr: 3.778e-07, eta: 20:57:17, time: 0.752, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0330, loss_cls: 0.1597, acc: 94.0718, loss_bbox: 0.2116, loss_mask: 0.2114, loss: 0.6389 +2022-09-22 16:25:58,835 - mmdet - INFO - Epoch [23][3100/7330] lr: 3.778e-07, eta: 20:56:34, time: 0.722, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0323, loss_cls: 0.1592, acc: 94.1150, loss_bbox: 0.2127, loss_mask: 0.2147, loss: 0.6418 +2022-09-22 16:26:35,768 - mmdet - INFO - Epoch [23][3150/7330] lr: 3.778e-07, eta: 20:55:53, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0327, loss_cls: 0.1573, acc: 94.2209, loss_bbox: 0.2070, loss_mask: 0.2164, loss: 0.6359 +2022-09-22 16:27:12,030 - mmdet - INFO - Epoch [23][3200/7330] lr: 3.778e-07, eta: 20:55:10, time: 0.726, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0290, loss_cls: 0.1362, acc: 94.9761, loss_bbox: 0.1855, loss_mask: 0.2052, loss: 0.5736 +2022-09-22 16:27:48,668 - mmdet - INFO - Epoch [23][3250/7330] lr: 3.778e-07, eta: 20:54:29, time: 0.733, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0312, loss_cls: 0.1458, acc: 94.5647, loss_bbox: 0.1967, loss_mask: 0.2066, loss: 0.6008 +2022-09-22 16:28:24,949 - mmdet - INFO - Epoch [23][3300/7330] lr: 3.778e-07, eta: 20:53:46, time: 0.726, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0296, loss_cls: 0.1452, acc: 94.6196, loss_bbox: 0.1942, loss_mask: 0.2075, loss: 0.5961 +2022-09-22 16:29:02,079 - mmdet - INFO - Epoch [23][3350/7330] lr: 3.778e-07, eta: 20:53:06, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0343, loss_cls: 0.1606, acc: 93.9700, loss_bbox: 0.2099, loss_mask: 0.2162, loss: 0.6441 +2022-09-22 16:29:38,608 - mmdet - INFO - Epoch [23][3400/7330] lr: 3.778e-07, eta: 20:52:24, time: 0.731, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0298, loss_cls: 0.1525, acc: 94.2883, loss_bbox: 0.2036, loss_mask: 0.2070, loss: 0.6119 +2022-09-22 16:30:15,186 - mmdet - INFO - Epoch [23][3450/7330] lr: 3.778e-07, eta: 20:51:42, time: 0.732, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0310, loss_cls: 0.1572, acc: 94.2332, loss_bbox: 0.2091, loss_mask: 0.2073, loss: 0.6235 +2022-09-22 16:30:52,408 - mmdet - INFO - Epoch [23][3500/7330] lr: 3.778e-07, eta: 20:51:02, time: 0.745, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0323, loss_cls: 0.1625, acc: 94.1250, loss_bbox: 0.2114, loss_mask: 0.2122, loss: 0.6418 +2022-09-22 16:31:28,843 - mmdet - INFO - Epoch [23][3550/7330] lr: 3.778e-07, eta: 20:50:20, time: 0.729, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0295, loss_cls: 0.1557, acc: 94.2122, loss_bbox: 0.2056, loss_mask: 0.2148, loss: 0.6276 +2022-09-22 16:32:05,196 - mmdet - INFO - Epoch [23][3600/7330] lr: 3.778e-07, eta: 20:49:38, time: 0.727, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0291, loss_cls: 0.1503, acc: 94.4036, loss_bbox: 0.2037, loss_mask: 0.2104, loss: 0.6130 +2022-09-22 16:32:42,158 - mmdet - INFO - Epoch [23][3650/7330] lr: 3.778e-07, eta: 20:48:57, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0295, loss_cls: 0.1466, acc: 94.5715, loss_bbox: 0.1973, loss_mask: 0.2111, loss: 0.6035 +2022-09-22 16:33:19,028 - mmdet - INFO - Epoch [23][3700/7330] lr: 3.778e-07, eta: 20:48:16, time: 0.736, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0303, loss_cls: 0.1555, acc: 94.3047, loss_bbox: 0.2059, loss_mask: 0.2113, loss: 0.6257 +2022-09-22 16:33:56,705 - mmdet - INFO - Epoch [23][3750/7330] lr: 3.778e-07, eta: 20:47:38, time: 0.754, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0320, loss_cls: 0.1534, acc: 94.2549, loss_bbox: 0.2042, loss_mask: 0.2084, loss: 0.6177 +2022-09-22 16:34:34,065 - mmdet - INFO - Epoch [23][3800/7330] lr: 3.778e-07, eta: 20:46:59, time: 0.747, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0308, loss_cls: 0.1496, acc: 94.4851, loss_bbox: 0.2012, loss_mask: 0.2137, loss: 0.6149 +2022-09-22 16:35:10,709 - mmdet - INFO - Epoch [23][3850/7330] lr: 3.778e-07, eta: 20:46:17, time: 0.733, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0295, loss_cls: 0.1489, acc: 94.6448, loss_bbox: 0.1932, loss_mask: 0.2085, loss: 0.6009 +2022-09-22 16:35:47,538 - mmdet - INFO - Epoch [23][3900/7330] lr: 3.778e-07, eta: 20:45:36, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0329, loss_cls: 0.1569, acc: 94.1882, loss_bbox: 0.2055, loss_mask: 0.2153, loss: 0.6305 +2022-09-22 16:36:23,757 - mmdet - INFO - Epoch [23][3950/7330] lr: 3.778e-07, eta: 20:44:54, time: 0.724, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0299, loss_cls: 0.1474, acc: 94.5439, loss_bbox: 0.1968, loss_mask: 0.2060, loss: 0.6007 +2022-09-22 16:37:00,395 - mmdet - INFO - Epoch [23][4000/7330] lr: 3.778e-07, eta: 20:44:12, time: 0.733, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0312, loss_cls: 0.1550, acc: 94.2563, loss_bbox: 0.2012, loss_mask: 0.2127, loss: 0.6223 +2022-09-22 16:37:37,472 - mmdet - INFO - Epoch [23][4050/7330] lr: 3.778e-07, eta: 20:43:32, time: 0.742, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0297, loss_cls: 0.1470, acc: 94.6062, loss_bbox: 0.1990, loss_mask: 0.2074, loss: 0.6027 +2022-09-22 16:38:14,588 - mmdet - INFO - Epoch [23][4100/7330] lr: 3.778e-07, eta: 20:42:52, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0335, loss_cls: 0.1692, acc: 93.7812, loss_bbox: 0.2207, loss_mask: 0.2165, loss: 0.6618 +2022-09-22 16:38:51,357 - mmdet - INFO - Epoch [23][4150/7330] lr: 3.778e-07, eta: 20:42:11, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0307, loss_cls: 0.1547, acc: 94.3467, loss_bbox: 0.1984, loss_mask: 0.2072, loss: 0.6132 +2022-09-22 16:39:28,504 - mmdet - INFO - Epoch [23][4200/7330] lr: 3.778e-07, eta: 20:41:31, time: 0.743, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0296, loss_cls: 0.1541, acc: 94.4231, loss_bbox: 0.1999, loss_mask: 0.2108, loss: 0.6147 +2022-09-22 16:40:05,660 - mmdet - INFO - Epoch [23][4250/7330] lr: 3.778e-07, eta: 20:40:51, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0307, loss_cls: 0.1503, acc: 94.4810, loss_bbox: 0.1954, loss_mask: 0.2078, loss: 0.6058 +2022-09-22 16:40:43,264 - mmdet - INFO - Epoch [23][4300/7330] lr: 3.778e-07, eta: 20:40:13, time: 0.753, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0319, loss_cls: 0.1542, acc: 94.1804, loss_bbox: 0.2056, loss_mask: 0.2060, loss: 0.6198 +2022-09-22 16:41:19,919 - mmdet - INFO - Epoch [23][4350/7330] lr: 3.778e-07, eta: 20:39:31, time: 0.732, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0312, loss_cls: 0.1599, acc: 94.1033, loss_bbox: 0.2118, loss_mask: 0.2101, loss: 0.6335 +2022-09-22 16:41:57,347 - mmdet - INFO - Epoch [23][4400/7330] lr: 3.778e-07, eta: 20:38:52, time: 0.749, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0316, loss_cls: 0.1554, acc: 94.2625, loss_bbox: 0.2058, loss_mask: 0.2080, loss: 0.6219 +2022-09-22 16:42:34,378 - mmdet - INFO - Epoch [23][4450/7330] lr: 3.778e-07, eta: 20:38:12, time: 0.740, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0299, loss_cls: 0.1548, acc: 94.3926, loss_bbox: 0.2030, loss_mask: 0.2062, loss: 0.6139 +2022-09-22 16:43:10,839 - mmdet - INFO - Epoch [23][4500/7330] lr: 3.778e-07, eta: 20:37:30, time: 0.729, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0303, loss_cls: 0.1571, acc: 94.1455, loss_bbox: 0.2082, loss_mask: 0.2094, loss: 0.6274 +2022-09-22 16:43:47,796 - mmdet - INFO - Epoch [23][4550/7330] lr: 3.778e-07, eta: 20:36:50, time: 0.740, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0314, loss_cls: 0.1577, acc: 94.2380, loss_bbox: 0.2058, loss_mask: 0.2144, loss: 0.6301 +2022-09-22 16:44:25,019 - mmdet - INFO - Epoch [23][4600/7330] lr: 3.778e-07, eta: 20:36:10, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0297, loss_cls: 0.1547, acc: 94.3806, loss_bbox: 0.1983, loss_mask: 0.2119, loss: 0.6157 +2022-09-22 16:45:02,292 - mmdet - INFO - Epoch [23][4650/7330] lr: 3.778e-07, eta: 20:35:31, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0314, loss_cls: 0.1486, acc: 94.5264, loss_bbox: 0.1987, loss_mask: 0.2079, loss: 0.6072 +2022-09-22 16:45:39,660 - mmdet - INFO - Epoch [23][4700/7330] lr: 3.778e-07, eta: 20:34:52, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0319, loss_cls: 0.1549, acc: 94.2136, loss_bbox: 0.2045, loss_mask: 0.2105, loss: 0.6239 +2022-09-22 16:46:16,568 - mmdet - INFO - Epoch [23][4750/7330] lr: 3.778e-07, eta: 20:34:11, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0291, loss_cls: 0.1501, acc: 94.4856, loss_bbox: 0.1982, loss_mask: 0.2049, loss: 0.6014 +2022-09-22 16:46:54,026 - mmdet - INFO - Epoch [23][4800/7330] lr: 3.778e-07, eta: 20:33:32, time: 0.750, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0314, loss_cls: 0.1565, acc: 94.2361, loss_bbox: 0.2027, loss_mask: 0.2127, loss: 0.6257 +2022-09-22 16:47:31,450 - mmdet - INFO - Epoch [23][4850/7330] lr: 3.778e-07, eta: 20:32:53, time: 0.747, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0320, loss_cls: 0.1550, acc: 94.2578, loss_bbox: 0.2066, loss_mask: 0.2147, loss: 0.6282 +2022-09-22 16:48:08,676 - mmdet - INFO - Epoch [23][4900/7330] lr: 3.778e-07, eta: 20:32:14, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0313, loss_cls: 0.1597, acc: 94.1641, loss_bbox: 0.2060, loss_mask: 0.2110, loss: 0.6298 +2022-09-22 16:48:45,441 - mmdet - INFO - Epoch [23][4950/7330] lr: 3.778e-07, eta: 20:31:33, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0309, loss_cls: 0.1539, acc: 94.3452, loss_bbox: 0.2050, loss_mask: 0.2093, loss: 0.6200 +2022-09-22 16:49:22,063 - mmdet - INFO - Epoch [23][5000/7330] lr: 3.778e-07, eta: 20:30:51, time: 0.731, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0321, loss_cls: 0.1589, acc: 94.2451, loss_bbox: 0.2065, loss_mask: 0.2126, loss: 0.6329 +2022-09-22 16:49:58,953 - mmdet - INFO - Epoch [23][5050/7330] lr: 3.778e-07, eta: 20:30:11, time: 0.739, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0329, loss_cls: 0.1565, acc: 94.2090, loss_bbox: 0.2086, loss_mask: 0.2096, loss: 0.6289 +2022-09-22 16:50:35,688 - mmdet - INFO - Epoch [23][5100/7330] lr: 3.778e-07, eta: 20:29:30, time: 0.735, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0330, loss_cls: 0.1572, acc: 94.1648, loss_bbox: 0.2052, loss_mask: 0.2091, loss: 0.6250 +2022-09-22 16:51:13,044 - mmdet - INFO - Epoch [23][5150/7330] lr: 3.778e-07, eta: 20:28:51, time: 0.747, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0299, loss_cls: 0.1527, acc: 94.3376, loss_bbox: 0.1984, loss_mask: 0.2095, loss: 0.6120 +2022-09-22 16:51:50,235 - mmdet - INFO - Epoch [23][5200/7330] lr: 3.778e-07, eta: 20:28:11, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0355, loss_cls: 0.1673, acc: 93.8149, loss_bbox: 0.2175, loss_mask: 0.2170, loss: 0.6600 +2022-09-22 16:52:26,888 - mmdet - INFO - Epoch [23][5250/7330] lr: 3.778e-07, eta: 20:27:30, time: 0.733, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0307, loss_cls: 0.1545, acc: 94.3672, loss_bbox: 0.2014, loss_mask: 0.2074, loss: 0.6137 +2022-09-22 16:53:03,945 - mmdet - INFO - Epoch [23][5300/7330] lr: 3.778e-07, eta: 20:26:50, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0326, loss_cls: 0.1593, acc: 94.0713, loss_bbox: 0.2073, loss_mask: 0.2099, loss: 0.6318 +2022-09-22 16:53:41,084 - mmdet - INFO - Epoch [23][5350/7330] lr: 3.778e-07, eta: 20:26:11, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0318, loss_cls: 0.1549, acc: 94.1965, loss_bbox: 0.2078, loss_mask: 0.2112, loss: 0.6268 +2022-09-22 16:54:18,207 - mmdet - INFO - Epoch [23][5400/7330] lr: 3.778e-07, eta: 20:25:31, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0294, loss_cls: 0.1558, acc: 94.2720, loss_bbox: 0.2053, loss_mask: 0.2078, loss: 0.6182 +2022-09-22 16:54:54,988 - mmdet - INFO - Epoch [23][5450/7330] lr: 3.778e-07, eta: 20:24:50, time: 0.736, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0330, loss_cls: 0.1600, acc: 94.0728, loss_bbox: 0.2139, loss_mask: 0.2141, loss: 0.6436 +2022-09-22 16:55:31,950 - mmdet - INFO - Epoch [23][5500/7330] lr: 3.778e-07, eta: 20:24:10, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0300, loss_cls: 0.1526, acc: 94.4275, loss_bbox: 0.1961, loss_mask: 0.2069, loss: 0.6061 +2022-09-22 16:56:08,642 - mmdet - INFO - Epoch [23][5550/7330] lr: 3.778e-07, eta: 20:23:29, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0295, loss_cls: 0.1546, acc: 94.3496, loss_bbox: 0.1933, loss_mask: 0.2068, loss: 0.6030 +2022-09-22 16:56:45,862 - mmdet - INFO - Epoch [23][5600/7330] lr: 3.778e-07, eta: 20:22:50, time: 0.744, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0294, loss_cls: 0.1479, acc: 94.5974, loss_bbox: 0.1953, loss_mask: 0.2073, loss: 0.6001 +2022-09-22 16:57:23,035 - mmdet - INFO - Epoch [23][5650/7330] lr: 3.778e-07, eta: 20:22:10, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0322, loss_cls: 0.1550, acc: 94.3594, loss_bbox: 0.2014, loss_mask: 0.2111, loss: 0.6223 +2022-09-22 16:57:59,579 - mmdet - INFO - Epoch [23][5700/7330] lr: 3.778e-07, eta: 20:21:28, time: 0.730, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0296, loss_cls: 0.1555, acc: 94.2207, loss_bbox: 0.2064, loss_mask: 0.2147, loss: 0.6265 +2022-09-22 16:58:36,262 - mmdet - INFO - Epoch [23][5750/7330] lr: 3.778e-07, eta: 20:20:48, time: 0.735, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0316, loss_cls: 0.1555, acc: 94.2939, loss_bbox: 0.2016, loss_mask: 0.2081, loss: 0.6185 +2022-09-22 16:59:13,528 - mmdet - INFO - Epoch [23][5800/7330] lr: 3.778e-07, eta: 20:20:08, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0327, loss_cls: 0.1618, acc: 94.0847, loss_bbox: 0.2110, loss_mask: 0.2108, loss: 0.6390 +2022-09-22 16:59:50,344 - mmdet - INFO - Epoch [23][5850/7330] lr: 3.778e-07, eta: 20:19:28, time: 0.736, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0334, loss_cls: 0.1685, acc: 93.8069, loss_bbox: 0.2147, loss_mask: 0.2133, loss: 0.6542 +2022-09-22 17:00:27,528 - mmdet - INFO - Epoch [23][5900/7330] lr: 3.778e-07, eta: 20:18:48, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0336, loss_cls: 0.1593, acc: 94.0493, loss_bbox: 0.2098, loss_mask: 0.2142, loss: 0.6421 +2022-09-22 17:01:03,979 - mmdet - INFO - Epoch [23][5950/7330] lr: 3.778e-07, eta: 20:18:07, time: 0.729, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0305, loss_cls: 0.1517, acc: 94.4099, loss_bbox: 0.1987, loss_mask: 0.2081, loss: 0.6090 +2022-09-22 17:01:40,880 - mmdet - INFO - Epoch [23][6000/7330] lr: 3.778e-07, eta: 20:17:27, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0317, loss_cls: 0.1479, acc: 94.5679, loss_bbox: 0.1983, loss_mask: 0.2073, loss: 0.6057 +2022-09-22 17:02:17,576 - mmdet - INFO - Epoch [23][6050/7330] lr: 3.778e-07, eta: 20:16:46, time: 0.734, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0303, loss_cls: 0.1559, acc: 94.3479, loss_bbox: 0.2012, loss_mask: 0.2062, loss: 0.6138 +2022-09-22 17:02:55,207 - mmdet - INFO - Epoch [23][6100/7330] lr: 3.778e-07, eta: 20:16:07, time: 0.753, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0318, loss_cls: 0.1595, acc: 94.1282, loss_bbox: 0.2075, loss_mask: 0.2166, loss: 0.6378 +2022-09-22 17:03:32,174 - mmdet - INFO - Epoch [23][6150/7330] lr: 3.778e-07, eta: 20:15:27, time: 0.739, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0297, loss_cls: 0.1559, acc: 94.1921, loss_bbox: 0.2040, loss_mask: 0.2066, loss: 0.6158 +2022-09-22 17:04:09,198 - mmdet - INFO - Epoch [23][6200/7330] lr: 3.778e-07, eta: 20:14:48, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0299, loss_cls: 0.1475, acc: 94.4929, loss_bbox: 0.1938, loss_mask: 0.2052, loss: 0.5967 +2022-09-22 17:04:46,260 - mmdet - INFO - Epoch [23][6250/7330] lr: 3.778e-07, eta: 20:14:08, time: 0.741, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0299, loss_cls: 0.1549, acc: 94.2891, loss_bbox: 0.2049, loss_mask: 0.2111, loss: 0.6212 +2022-09-22 17:05:23,121 - mmdet - INFO - Epoch [23][6300/7330] lr: 3.778e-07, eta: 20:13:27, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0305, loss_cls: 0.1512, acc: 94.3958, loss_bbox: 0.2014, loss_mask: 0.2119, loss: 0.6161 +2022-09-22 17:06:00,358 - mmdet - INFO - Epoch [23][6350/7330] lr: 3.778e-07, eta: 20:12:48, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0318, loss_cls: 0.1586, acc: 94.1389, loss_bbox: 0.2051, loss_mask: 0.2139, loss: 0.6320 +2022-09-22 17:06:36,701 - mmdet - INFO - Epoch [23][6400/7330] lr: 3.778e-07, eta: 20:12:06, time: 0.727, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0315, loss_cls: 0.1573, acc: 94.0764, loss_bbox: 0.2072, loss_mask: 0.2132, loss: 0.6310 +2022-09-22 17:07:14,188 - mmdet - INFO - Epoch [23][6450/7330] lr: 3.778e-07, eta: 20:11:28, time: 0.750, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0289, loss_cls: 0.1533, acc: 94.3474, loss_bbox: 0.2010, loss_mask: 0.2089, loss: 0.6127 +2022-09-22 17:07:51,721 - mmdet - INFO - Epoch [23][6500/7330] lr: 3.778e-07, eta: 20:10:49, time: 0.751, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0318, loss_cls: 0.1529, acc: 94.3381, loss_bbox: 0.1974, loss_mask: 0.2094, loss: 0.6132 +2022-09-22 17:08:28,684 - mmdet - INFO - Epoch [23][6550/7330] lr: 3.778e-07, eta: 20:10:09, time: 0.739, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0268, loss_cls: 0.1440, acc: 94.6677, loss_bbox: 0.1925, loss_mask: 0.2076, loss: 0.5909 +2022-09-22 17:09:05,290 - mmdet - INFO - Epoch [23][6600/7330] lr: 3.778e-07, eta: 20:09:28, time: 0.732, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0280, loss_cls: 0.1457, acc: 94.5769, loss_bbox: 0.1920, loss_mask: 0.2033, loss: 0.5871 +2022-09-22 17:09:42,515 - mmdet - INFO - Epoch [23][6650/7330] lr: 3.778e-07, eta: 20:08:49, time: 0.744, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0300, loss_cls: 0.1506, acc: 94.4348, loss_bbox: 0.2028, loss_mask: 0.2096, loss: 0.6134 +2022-09-22 17:10:19,287 - mmdet - INFO - Epoch [23][6700/7330] lr: 3.778e-07, eta: 20:08:09, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0299, loss_cls: 0.1562, acc: 94.2166, loss_bbox: 0.2032, loss_mask: 0.2075, loss: 0.6167 +2022-09-22 17:10:56,144 - mmdet - INFO - Epoch [23][6750/7330] lr: 3.778e-07, eta: 20:07:28, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0300, loss_cls: 0.1454, acc: 94.6348, loss_bbox: 0.1937, loss_mask: 0.2044, loss: 0.5921 +2022-09-22 17:11:33,001 - mmdet - INFO - Epoch [23][6800/7330] lr: 3.778e-07, eta: 20:06:48, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0323, loss_cls: 0.1565, acc: 94.2632, loss_bbox: 0.2061, loss_mask: 0.2053, loss: 0.6212 +2022-09-22 17:12:09,791 - mmdet - INFO - Epoch [23][6850/7330] lr: 3.778e-07, eta: 20:06:08, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0295, loss_cls: 0.1461, acc: 94.5364, loss_bbox: 0.1956, loss_mask: 0.2072, loss: 0.5994 +2022-09-22 17:12:45,698 - mmdet - INFO - Epoch [23][6900/7330] lr: 3.778e-07, eta: 20:05:25, time: 0.718, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0311, loss_cls: 0.1560, acc: 94.1506, loss_bbox: 0.2055, loss_mask: 0.2136, loss: 0.6269 +2022-09-22 17:13:22,290 - mmdet - INFO - Epoch [23][6950/7330] lr: 3.778e-07, eta: 20:04:44, time: 0.731, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0305, loss_cls: 0.1557, acc: 94.2539, loss_bbox: 0.2060, loss_mask: 0.2074, loss: 0.6180 +2022-09-22 17:13:58,934 - mmdet - INFO - Epoch [23][7000/7330] lr: 3.778e-07, eta: 20:04:03, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0325, loss_cls: 0.1579, acc: 94.2886, loss_bbox: 0.2052, loss_mask: 0.2144, loss: 0.6321 +2022-09-22 17:14:35,805 - mmdet - INFO - Epoch [23][7050/7330] lr: 3.778e-07, eta: 20:03:23, time: 0.737, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0317, loss_cls: 0.1568, acc: 94.2410, loss_bbox: 0.2075, loss_mask: 0.2100, loss: 0.6273 +2022-09-22 17:15:12,707 - mmdet - INFO - Epoch [23][7100/7330] lr: 3.778e-07, eta: 20:02:43, time: 0.738, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0327, loss_cls: 0.1564, acc: 94.1902, loss_bbox: 0.2068, loss_mask: 0.2131, loss: 0.6299 +2022-09-22 17:15:50,023 - mmdet - INFO - Epoch [23][7150/7330] lr: 3.778e-07, eta: 20:02:04, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0312, loss_cls: 0.1545, acc: 94.3413, loss_bbox: 0.2014, loss_mask: 0.2142, loss: 0.6229 +2022-09-22 17:16:27,107 - mmdet - INFO - Epoch [23][7200/7330] lr: 3.778e-07, eta: 20:01:24, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0339, loss_cls: 0.1667, acc: 93.7930, loss_bbox: 0.2141, loss_mask: 0.2199, loss: 0.6575 +2022-09-22 17:17:04,596 - mmdet - INFO - Epoch [23][7250/7330] lr: 3.778e-07, eta: 20:00:46, time: 0.752, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0331, loss_cls: 0.1672, acc: 93.7729, loss_bbox: 0.2170, loss_mask: 0.2201, loss: 0.6601 +2022-09-22 17:17:42,230 - mmdet - INFO - Epoch [23][7300/7330] lr: 3.778e-07, eta: 20:00:08, time: 0.753, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0305, loss_cls: 0.1557, acc: 94.3672, loss_bbox: 0.1976, loss_mask: 0.2003, loss: 0.6052 +2022-09-22 17:18:13,348 - mmdet - INFO - Saving checkpoint at 23 epochs +2022-09-22 17:20:56,726 - mmdet - INFO - Evaluating bbox... +2022-09-22 17:21:22,097 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.501 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.732 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.550 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.348 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.544 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.646 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.621 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.621 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.621 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.464 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.658 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.768 + +2022-09-22 17:21:22,097 - mmdet - INFO - Evaluating segm... +2022-09-22 17:21:51,784 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.450 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.703 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.485 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.263 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.486 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.643 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.563 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.563 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.563 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.399 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.603 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.728 + +2022-09-22 17:21:52,266 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 17:21:52,267 - mmdet - INFO - Epoch(val) [23][625] bbox_mAP: 0.5010, bbox_mAP_50: 0.7320, bbox_mAP_75: 0.5500, bbox_mAP_s: 0.3480, bbox_mAP_m: 0.5440, bbox_mAP_l: 0.6460, bbox_mAP_copypaste: 0.501 0.732 0.550 0.348 0.544 0.646, segm_mAP: 0.4500, segm_mAP_50: 0.7030, segm_mAP_75: 0.4850, segm_mAP_s: 0.2630, segm_mAP_m: 0.4860, segm_mAP_l: 0.6430, segm_mAP_copypaste: 0.450 0.703 0.485 0.263 0.486 0.643 +2022-09-22 17:24:40,480 - mmdet - INFO - Epoch [24][50/7330] lr: 3.778e-07, eta: 20:03:47, time: 3.364, data_time: 2.622, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0309, loss_cls: 0.1575, acc: 94.1794, loss_bbox: 0.2073, loss_mask: 0.2102, loss: 0.6270 +2022-09-22 17:25:17,712 - mmdet - INFO - Epoch [24][100/7330] lr: 3.778e-07, eta: 20:03:07, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0287, loss_cls: 0.1450, acc: 94.6501, loss_bbox: 0.1896, loss_mask: 0.1995, loss: 0.5816 +2022-09-22 17:25:55,057 - mmdet - INFO - Epoch [24][150/7330] lr: 3.778e-07, eta: 20:02:28, time: 0.747, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0304, loss_cls: 0.1456, acc: 94.6453, loss_bbox: 0.1940, loss_mask: 0.2035, loss: 0.5941 +2022-09-22 17:26:32,410 - mmdet - INFO - Epoch [24][200/7330] lr: 3.778e-07, eta: 20:01:49, time: 0.747, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0303, loss_cls: 0.1393, acc: 94.8193, loss_bbox: 0.1851, loss_mask: 0.1915, loss: 0.5657 +2022-09-22 17:27:10,440 - mmdet - INFO - Epoch [24][250/7330] lr: 3.778e-07, eta: 20:01:11, time: 0.761, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0309, loss_cls: 0.1507, acc: 94.4375, loss_bbox: 0.2015, loss_mask: 0.2031, loss: 0.6059 +2022-09-22 17:27:47,515 - mmdet - INFO - Epoch [24][300/7330] lr: 3.778e-07, eta: 20:00:31, time: 0.742, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0294, loss_cls: 0.1506, acc: 94.5176, loss_bbox: 0.1955, loss_mask: 0.2092, loss: 0.6049 +2022-09-22 17:28:25,067 - mmdet - INFO - Epoch [24][350/7330] lr: 3.778e-07, eta: 19:59:52, time: 0.751, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0322, loss_cls: 0.1542, acc: 94.1833, loss_bbox: 0.2096, loss_mask: 0.2095, loss: 0.6302 +2022-09-22 17:29:03,271 - mmdet - INFO - Epoch [24][400/7330] lr: 3.778e-07, eta: 19:59:15, time: 0.764, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0308, loss_cls: 0.1530, acc: 94.3506, loss_bbox: 0.2037, loss_mask: 0.2087, loss: 0.6170 +2022-09-22 17:29:41,176 - mmdet - INFO - Epoch [24][450/7330] lr: 3.778e-07, eta: 19:58:37, time: 0.758, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0321, loss_cls: 0.1527, acc: 94.3579, loss_bbox: 0.2007, loss_mask: 0.2101, loss: 0.6171 +2022-09-22 17:30:18,621 - mmdet - INFO - Epoch [24][500/7330] lr: 3.778e-07, eta: 19:57:58, time: 0.749, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0315, loss_cls: 0.1496, acc: 94.5261, loss_bbox: 0.2008, loss_mask: 0.2111, loss: 0.6143 +2022-09-22 17:30:55,957 - mmdet - INFO - Epoch [24][550/7330] lr: 3.778e-07, eta: 19:57:18, time: 0.747, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0310, loss_cls: 0.1510, acc: 94.4841, loss_bbox: 0.1979, loss_mask: 0.2093, loss: 0.6105 +2022-09-22 17:31:32,953 - mmdet - INFO - Epoch [24][600/7330] lr: 3.778e-07, eta: 19:56:38, time: 0.740, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0291, loss_cls: 0.1486, acc: 94.4832, loss_bbox: 0.1978, loss_mask: 0.2026, loss: 0.5976 +2022-09-22 17:32:10,324 - mmdet - INFO - Epoch [24][650/7330] lr: 3.778e-07, eta: 19:55:59, time: 0.747, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0330, loss_cls: 0.1545, acc: 94.3733, loss_bbox: 0.2060, loss_mask: 0.2119, loss: 0.6278 +2022-09-22 17:32:47,313 - mmdet - INFO - Epoch [24][700/7330] lr: 3.778e-07, eta: 19:55:19, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0313, loss_cls: 0.1554, acc: 94.2705, loss_bbox: 0.2048, loss_mask: 0.2100, loss: 0.6226 +2022-09-22 17:33:24,329 - mmdet - INFO - Epoch [24][750/7330] lr: 3.778e-07, eta: 19:54:38, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0319, loss_cls: 0.1572, acc: 94.2317, loss_bbox: 0.2061, loss_mask: 0.2074, loss: 0.6237 +2022-09-22 17:34:01,902 - mmdet - INFO - Epoch [24][800/7330] lr: 3.778e-07, eta: 19:54:00, time: 0.751, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0296, loss_cls: 0.1522, acc: 94.3269, loss_bbox: 0.2004, loss_mask: 0.2089, loss: 0.6109 +2022-09-22 17:34:38,817 - mmdet - INFO - Epoch [24][850/7330] lr: 3.778e-07, eta: 19:53:19, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0318, loss_cls: 0.1589, acc: 94.1099, loss_bbox: 0.2041, loss_mask: 0.2138, loss: 0.6299 +2022-09-22 17:35:15,726 - mmdet - INFO - Epoch [24][900/7330] lr: 3.778e-07, eta: 19:52:39, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0303, loss_cls: 0.1470, acc: 94.6169, loss_bbox: 0.1942, loss_mask: 0.2119, loss: 0.6056 +2022-09-22 17:35:52,851 - mmdet - INFO - Epoch [24][950/7330] lr: 3.778e-07, eta: 19:51:59, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0293, loss_cls: 0.1526, acc: 94.3560, loss_bbox: 0.2007, loss_mask: 0.2082, loss: 0.6097 +2022-09-22 17:36:30,253 - mmdet - INFO - Epoch [24][1000/7330] lr: 3.778e-07, eta: 19:51:20, time: 0.749, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0301, loss_cls: 0.1556, acc: 94.2400, loss_bbox: 0.2061, loss_mask: 0.2087, loss: 0.6233 +2022-09-22 17:37:07,973 - mmdet - INFO - Epoch [24][1050/7330] lr: 3.778e-07, eta: 19:50:41, time: 0.754, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0231, loss_rpn_bbox: 0.0314, loss_cls: 0.1524, acc: 94.3821, loss_bbox: 0.2019, loss_mask: 0.2097, loss: 0.6186 +2022-09-22 17:37:45,258 - mmdet - INFO - Epoch [24][1100/7330] lr: 3.778e-07, eta: 19:50:02, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0316, loss_cls: 0.1495, acc: 94.4365, loss_bbox: 0.2045, loss_mask: 0.2084, loss: 0.6162 +2022-09-22 17:38:22,250 - mmdet - INFO - Epoch [24][1150/7330] lr: 3.778e-07, eta: 19:49:22, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0314, loss_cls: 0.1574, acc: 94.2192, loss_bbox: 0.2102, loss_mask: 0.2111, loss: 0.6302 +2022-09-22 17:38:58,704 - mmdet - INFO - Epoch [24][1200/7330] lr: 3.778e-07, eta: 19:48:40, time: 0.729, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0294, loss_cls: 0.1462, acc: 94.5188, loss_bbox: 0.1975, loss_mask: 0.2062, loss: 0.5993 +2022-09-22 17:39:35,104 - mmdet - INFO - Epoch [24][1250/7330] lr: 3.778e-07, eta: 19:47:59, time: 0.728, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0311, loss_cls: 0.1530, acc: 94.3210, loss_bbox: 0.2032, loss_mask: 0.2081, loss: 0.6158 +2022-09-22 17:40:11,925 - mmdet - INFO - Epoch [24][1300/7330] lr: 3.778e-07, eta: 19:47:18, time: 0.737, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0292, loss_cls: 0.1451, acc: 94.5823, loss_bbox: 0.1955, loss_mask: 0.2068, loss: 0.5951 +2022-09-22 17:40:49,009 - mmdet - INFO - Epoch [24][1350/7330] lr: 3.778e-07, eta: 19:46:38, time: 0.741, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0306, loss_cls: 0.1482, acc: 94.5488, loss_bbox: 0.1960, loss_mask: 0.2050, loss: 0.5998 +2022-09-22 17:41:26,953 - mmdet - INFO - Epoch [24][1400/7330] lr: 3.778e-07, eta: 19:46:00, time: 0.756, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0307, loss_cls: 0.1546, acc: 94.2703, loss_bbox: 0.1989, loss_mask: 0.2108, loss: 0.6165 +2022-09-22 17:42:03,990 - mmdet - INFO - Epoch [24][1450/7330] lr: 3.778e-07, eta: 19:45:20, time: 0.743, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0311, loss_cls: 0.1492, acc: 94.4792, loss_bbox: 0.1989, loss_mask: 0.2046, loss: 0.6034 +2022-09-22 17:42:41,666 - mmdet - INFO - Epoch [24][1500/7330] lr: 3.778e-07, eta: 19:44:42, time: 0.754, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0324, loss_cls: 0.1534, acc: 94.2385, loss_bbox: 0.2122, loss_mask: 0.2120, loss: 0.6336 +2022-09-22 17:43:18,408 - mmdet - INFO - Epoch [24][1550/7330] lr: 3.778e-07, eta: 19:44:01, time: 0.735, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0310, loss_cls: 0.1522, acc: 94.3687, loss_bbox: 0.2024, loss_mask: 0.2097, loss: 0.6153 +2022-09-22 17:43:55,705 - mmdet - INFO - Epoch [24][1600/7330] lr: 3.778e-07, eta: 19:43:22, time: 0.746, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0307, loss_cls: 0.1546, acc: 94.2253, loss_bbox: 0.2002, loss_mask: 0.2070, loss: 0.6135 +2022-09-22 17:44:32,695 - mmdet - INFO - Epoch [24][1650/7330] lr: 3.778e-07, eta: 19:42:42, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0317, loss_cls: 0.1569, acc: 94.1790, loss_bbox: 0.2038, loss_mask: 0.2121, loss: 0.6259 +2022-09-22 17:45:09,848 - mmdet - INFO - Epoch [24][1700/7330] lr: 3.778e-07, eta: 19:42:02, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0286, loss_cls: 0.1382, acc: 94.8643, loss_bbox: 0.1874, loss_mask: 0.2005, loss: 0.5740 +2022-09-22 17:45:46,788 - mmdet - INFO - Epoch [24][1750/7330] lr: 3.778e-07, eta: 19:41:22, time: 0.739, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0299, loss_cls: 0.1458, acc: 94.6304, loss_bbox: 0.1952, loss_mask: 0.2051, loss: 0.5958 +2022-09-22 17:46:24,158 - mmdet - INFO - Epoch [24][1800/7330] lr: 3.778e-07, eta: 19:40:43, time: 0.747, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0334, loss_cls: 0.1588, acc: 94.0491, loss_bbox: 0.2106, loss_mask: 0.2144, loss: 0.6396 +2022-09-22 17:47:01,040 - mmdet - INFO - Epoch [24][1850/7330] lr: 3.778e-07, eta: 19:40:02, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0303, loss_cls: 0.1464, acc: 94.5969, loss_bbox: 0.1929, loss_mask: 0.2036, loss: 0.5952 +2022-09-22 17:47:39,094 - mmdet - INFO - Epoch [24][1900/7330] lr: 3.778e-07, eta: 19:39:25, time: 0.761, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0300, loss_cls: 0.1467, acc: 94.5186, loss_bbox: 0.2015, loss_mask: 0.2094, loss: 0.6079 +2022-09-22 17:48:15,722 - mmdet - INFO - Epoch [24][1950/7330] lr: 3.778e-07, eta: 19:38:44, time: 0.733, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0295, loss_cls: 0.1433, acc: 94.7173, loss_bbox: 0.1915, loss_mask: 0.2013, loss: 0.5845 +2022-09-22 17:48:52,945 - mmdet - INFO - Epoch [24][2000/7330] lr: 3.778e-07, eta: 19:38:04, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0321, loss_cls: 0.1563, acc: 94.1179, loss_bbox: 0.2114, loss_mask: 0.2132, loss: 0.6349 +2022-09-22 17:49:30,673 - mmdet - INFO - Epoch [24][2050/7330] lr: 3.778e-07, eta: 19:37:26, time: 0.755, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0323, loss_cls: 0.1499, acc: 94.4221, loss_bbox: 0.2006, loss_mask: 0.2126, loss: 0.6156 +2022-09-22 17:50:07,992 - mmdet - INFO - Epoch [24][2100/7330] lr: 3.778e-07, eta: 19:36:47, time: 0.745, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0313, loss_cls: 0.1530, acc: 94.3757, loss_bbox: 0.2006, loss_mask: 0.2138, loss: 0.6192 +2022-09-22 17:50:45,022 - mmdet - INFO - Epoch [24][2150/7330] lr: 3.778e-07, eta: 19:36:07, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0297, loss_cls: 0.1523, acc: 94.3127, loss_bbox: 0.2017, loss_mask: 0.2117, loss: 0.6152 +2022-09-22 17:51:22,072 - mmdet - INFO - Epoch [24][2200/7330] lr: 3.778e-07, eta: 19:35:27, time: 0.741, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0326, loss_cls: 0.1596, acc: 94.0254, loss_bbox: 0.2112, loss_mask: 0.2118, loss: 0.6362 +2022-09-22 17:51:59,216 - mmdet - INFO - Epoch [24][2250/7330] lr: 3.778e-07, eta: 19:34:48, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0340, loss_cls: 0.1640, acc: 93.9575, loss_bbox: 0.2134, loss_mask: 0.2105, loss: 0.6430 +2022-09-22 17:52:35,795 - mmdet - INFO - Epoch [24][2300/7330] lr: 3.778e-07, eta: 19:34:07, time: 0.731, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0320, loss_cls: 0.1484, acc: 94.4805, loss_bbox: 0.2020, loss_mask: 0.2103, loss: 0.6149 +2022-09-22 17:53:13,102 - mmdet - INFO - Epoch [24][2350/7330] lr: 3.778e-07, eta: 19:33:27, time: 0.746, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0306, loss_cls: 0.1496, acc: 94.4551, loss_bbox: 0.1965, loss_mask: 0.2057, loss: 0.6047 +2022-09-22 17:53:50,977 - mmdet - INFO - Epoch [24][2400/7330] lr: 3.778e-07, eta: 19:32:49, time: 0.758, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0307, loss_cls: 0.1548, acc: 94.2524, loss_bbox: 0.2006, loss_mask: 0.2042, loss: 0.6119 +2022-09-22 17:54:28,017 - mmdet - INFO - Epoch [24][2450/7330] lr: 3.778e-07, eta: 19:32:10, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0302, loss_cls: 0.1498, acc: 94.4492, loss_bbox: 0.2013, loss_mask: 0.2070, loss: 0.6090 +2022-09-22 17:55:04,683 - mmdet - INFO - Epoch [24][2500/7330] lr: 3.778e-07, eta: 19:31:29, time: 0.733, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0325, loss_cls: 0.1573, acc: 94.1353, loss_bbox: 0.2098, loss_mask: 0.2106, loss: 0.6316 +2022-09-22 17:55:41,443 - mmdet - INFO - Epoch [24][2550/7330] lr: 3.778e-07, eta: 19:30:48, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0302, loss_cls: 0.1545, acc: 94.3875, loss_bbox: 0.2088, loss_mask: 0.2094, loss: 0.6230 +2022-09-22 17:56:18,622 - mmdet - INFO - Epoch [24][2600/7330] lr: 3.778e-07, eta: 19:30:09, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0315, loss_cls: 0.1519, acc: 94.3699, loss_bbox: 0.2047, loss_mask: 0.2144, loss: 0.6231 +2022-09-22 17:56:56,168 - mmdet - INFO - Epoch [24][2650/7330] lr: 3.778e-07, eta: 19:29:30, time: 0.750, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0322, loss_cls: 0.1516, acc: 94.3054, loss_bbox: 0.2012, loss_mask: 0.2037, loss: 0.6088 +2022-09-22 17:57:33,522 - mmdet - INFO - Epoch [24][2700/7330] lr: 3.778e-07, eta: 19:28:51, time: 0.748, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0293, loss_cls: 0.1502, acc: 94.4993, loss_bbox: 0.2000, loss_mask: 0.2065, loss: 0.6061 +2022-09-22 17:58:10,103 - mmdet - INFO - Epoch [24][2750/7330] lr: 3.778e-07, eta: 19:28:10, time: 0.732, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0304, loss_cls: 0.1525, acc: 94.3428, loss_bbox: 0.2049, loss_mask: 0.2094, loss: 0.6174 +2022-09-22 17:58:46,664 - mmdet - INFO - Epoch [24][2800/7330] lr: 3.778e-07, eta: 19:27:29, time: 0.731, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0283, loss_cls: 0.1472, acc: 94.5076, loss_bbox: 0.1948, loss_mask: 0.2056, loss: 0.5952 +2022-09-22 17:59:22,914 - mmdet - INFO - Epoch [24][2850/7330] lr: 3.778e-07, eta: 19:26:48, time: 0.725, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0269, loss_cls: 0.1398, acc: 94.9277, loss_bbox: 0.1825, loss_mask: 0.2046, loss: 0.5743 +2022-09-22 17:59:59,790 - mmdet - INFO - Epoch [24][2900/7330] lr: 3.778e-07, eta: 19:26:07, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0293, loss_cls: 0.1431, acc: 94.6545, loss_bbox: 0.1943, loss_mask: 0.2092, loss: 0.5955 +2022-09-22 18:00:41,065 - mmdet - INFO - Epoch [24][2950/7330] lr: 3.778e-07, eta: 19:25:37, time: 0.825, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0302, loss_cls: 0.1405, acc: 94.7576, loss_bbox: 0.1919, loss_mask: 0.2026, loss: 0.5863 +2022-09-22 18:01:18,165 - mmdet - INFO - Epoch [24][3000/7330] lr: 3.778e-07, eta: 19:24:58, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0308, loss_cls: 0.1502, acc: 94.4524, loss_bbox: 0.1975, loss_mask: 0.2064, loss: 0.6059 +2022-09-22 18:01:54,657 - mmdet - INFO - Epoch [24][3050/7330] lr: 3.778e-07, eta: 19:24:17, time: 0.731, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0305, loss_cls: 0.1471, acc: 94.4839, loss_bbox: 0.2009, loss_mask: 0.2113, loss: 0.6086 +2022-09-22 18:02:30,971 - mmdet - INFO - Epoch [24][3100/7330] lr: 3.778e-07, eta: 19:23:35, time: 0.726, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0303, loss_cls: 0.1404, acc: 94.7878, loss_bbox: 0.1901, loss_mask: 0.2046, loss: 0.5850 +2022-09-22 18:03:08,133 - mmdet - INFO - Epoch [24][3150/7330] lr: 3.778e-07, eta: 19:22:56, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0312, loss_cls: 0.1540, acc: 94.3721, loss_bbox: 0.2049, loss_mask: 0.2113, loss: 0.6214 +2022-09-22 18:03:44,578 - mmdet - INFO - Epoch [24][3200/7330] lr: 3.778e-07, eta: 19:22:15, time: 0.730, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0304, loss_cls: 0.1477, acc: 94.5349, loss_bbox: 0.1988, loss_mask: 0.2108, loss: 0.6067 +2022-09-22 18:04:21,409 - mmdet - INFO - Epoch [24][3250/7330] lr: 3.778e-07, eta: 19:21:34, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0322, loss_cls: 0.1568, acc: 94.1809, loss_bbox: 0.2080, loss_mask: 0.2127, loss: 0.6299 +2022-09-22 18:04:58,366 - mmdet - INFO - Epoch [24][3300/7330] lr: 3.778e-07, eta: 19:20:54, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0328, loss_cls: 0.1599, acc: 93.9724, loss_bbox: 0.2107, loss_mask: 0.2140, loss: 0.6411 +2022-09-22 18:05:35,206 - mmdet - INFO - Epoch [24][3350/7330] lr: 3.778e-07, eta: 19:20:14, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0322, loss_cls: 0.1513, acc: 94.3386, loss_bbox: 0.2043, loss_mask: 0.2119, loss: 0.6206 +2022-09-22 18:06:11,535 - mmdet - INFO - Epoch [24][3400/7330] lr: 3.778e-07, eta: 19:19:33, time: 0.727, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0296, loss_cls: 0.1480, acc: 94.4861, loss_bbox: 0.1951, loss_mask: 0.2055, loss: 0.5979 +2022-09-22 18:06:48,544 - mmdet - INFO - Epoch [24][3450/7330] lr: 3.778e-07, eta: 19:18:53, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0316, loss_cls: 0.1537, acc: 94.2766, loss_bbox: 0.2055, loss_mask: 0.2133, loss: 0.6250 +2022-09-22 18:07:25,934 - mmdet - INFO - Epoch [24][3500/7330] lr: 3.778e-07, eta: 19:18:14, time: 0.748, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0304, loss_cls: 0.1527, acc: 94.3625, loss_bbox: 0.2018, loss_mask: 0.2065, loss: 0.6129 +2022-09-22 18:08:02,687 - mmdet - INFO - Epoch [24][3550/7330] lr: 3.778e-07, eta: 19:17:34, time: 0.734, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0310, loss_cls: 0.1525, acc: 94.4309, loss_bbox: 0.2024, loss_mask: 0.2111, loss: 0.6186 +2022-09-22 18:08:39,928 - mmdet - INFO - Epoch [24][3600/7330] lr: 3.778e-07, eta: 19:16:54, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0292, loss_cls: 0.1478, acc: 94.5422, loss_bbox: 0.1999, loss_mask: 0.2023, loss: 0.5989 +2022-09-22 18:09:16,963 - mmdet - INFO - Epoch [24][3650/7330] lr: 3.778e-07, eta: 19:16:15, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0297, loss_cls: 0.1516, acc: 94.3977, loss_bbox: 0.2012, loss_mask: 0.2065, loss: 0.6078 +2022-09-22 18:09:54,607 - mmdet - INFO - Epoch [24][3700/7330] lr: 3.778e-07, eta: 19:15:36, time: 0.753, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0325, loss_cls: 0.1596, acc: 94.0828, loss_bbox: 0.2132, loss_mask: 0.2107, loss: 0.6363 +2022-09-22 18:10:31,920 - mmdet - INFO - Epoch [24][3750/7330] lr: 3.778e-07, eta: 19:14:57, time: 0.746, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0309, loss_cls: 0.1508, acc: 94.4326, loss_bbox: 0.2006, loss_mask: 0.2079, loss: 0.6095 +2022-09-22 18:11:09,559 - mmdet - INFO - Epoch [24][3800/7330] lr: 3.778e-07, eta: 19:14:19, time: 0.753, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0317, loss_cls: 0.1527, acc: 94.3552, loss_bbox: 0.1959, loss_mask: 0.2064, loss: 0.6082 +2022-09-22 18:11:46,321 - mmdet - INFO - Epoch [24][3850/7330] lr: 3.778e-07, eta: 19:13:39, time: 0.735, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0333, loss_cls: 0.1582, acc: 94.0874, loss_bbox: 0.2124, loss_mask: 0.2116, loss: 0.6378 +2022-09-22 18:12:23,196 - mmdet - INFO - Epoch [24][3900/7330] lr: 3.778e-07, eta: 19:12:59, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0315, loss_cls: 0.1531, acc: 94.3735, loss_bbox: 0.2012, loss_mask: 0.2088, loss: 0.6146 +2022-09-22 18:13:00,389 - mmdet - INFO - Epoch [24][3950/7330] lr: 3.778e-07, eta: 19:12:19, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0289, loss_cls: 0.1427, acc: 94.6580, loss_bbox: 0.1912, loss_mask: 0.2099, loss: 0.5920 +2022-09-22 18:13:37,561 - mmdet - INFO - Epoch [24][4000/7330] lr: 3.778e-07, eta: 19:11:40, time: 0.743, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0322, loss_cls: 0.1574, acc: 94.2844, loss_bbox: 0.2019, loss_mask: 0.2003, loss: 0.6129 +2022-09-22 18:14:15,353 - mmdet - INFO - Epoch [24][4050/7330] lr: 3.778e-07, eta: 19:11:02, time: 0.756, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0325, loss_cls: 0.1614, acc: 94.1055, loss_bbox: 0.2073, loss_mask: 0.2115, loss: 0.6348 +2022-09-22 18:14:52,127 - mmdet - INFO - Epoch [24][4100/7330] lr: 3.778e-07, eta: 19:10:22, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0300, loss_cls: 0.1502, acc: 94.4043, loss_bbox: 0.1995, loss_mask: 0.2137, loss: 0.6138 +2022-09-22 18:15:28,947 - mmdet - INFO - Epoch [24][4150/7330] lr: 3.778e-07, eta: 19:09:42, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0306, loss_cls: 0.1507, acc: 94.4795, loss_bbox: 0.1969, loss_mask: 0.2032, loss: 0.6022 +2022-09-22 18:16:05,638 - mmdet - INFO - Epoch [24][4200/7330] lr: 3.778e-07, eta: 19:09:01, time: 0.734, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0226, loss_rpn_bbox: 0.0315, loss_cls: 0.1529, acc: 94.4614, loss_bbox: 0.1971, loss_mask: 0.2078, loss: 0.6119 +2022-09-22 18:16:42,496 - mmdet - INFO - Epoch [24][4250/7330] lr: 3.778e-07, eta: 19:08:21, time: 0.737, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0328, loss_cls: 0.1569, acc: 94.1914, loss_bbox: 0.2054, loss_mask: 0.2110, loss: 0.6306 +2022-09-22 18:17:19,697 - mmdet - INFO - Epoch [24][4300/7330] lr: 3.778e-07, eta: 19:07:42, time: 0.744, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0280, loss_cls: 0.1446, acc: 94.6060, loss_bbox: 0.1914, loss_mask: 0.2059, loss: 0.5895 +2022-09-22 18:17:57,682 - mmdet - INFO - Epoch [24][4350/7330] lr: 3.778e-07, eta: 19:07:04, time: 0.760, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0302, loss_cls: 0.1480, acc: 94.4614, loss_bbox: 0.2017, loss_mask: 0.2082, loss: 0.6079 +2022-09-22 18:18:34,403 - mmdet - INFO - Epoch [24][4400/7330] lr: 3.778e-07, eta: 19:06:24, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0318, loss_cls: 0.1546, acc: 94.1948, loss_bbox: 0.2064, loss_mask: 0.2175, loss: 0.6330 +2022-09-22 18:19:11,029 - mmdet - INFO - Epoch [24][4450/7330] lr: 3.778e-07, eta: 19:05:44, time: 0.732, data_time: 0.013, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0293, loss_cls: 0.1439, acc: 94.7256, loss_bbox: 0.1921, loss_mask: 0.2017, loss: 0.5881 +2022-09-22 18:19:47,952 - mmdet - INFO - Epoch [24][4500/7330] lr: 3.778e-07, eta: 19:05:04, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0315, loss_cls: 0.1488, acc: 94.4036, loss_bbox: 0.1988, loss_mask: 0.2065, loss: 0.6078 +2022-09-22 18:20:25,003 - mmdet - INFO - Epoch [24][4550/7330] lr: 3.778e-07, eta: 19:04:24, time: 0.742, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0305, loss_cls: 0.1495, acc: 94.4902, loss_bbox: 0.1987, loss_mask: 0.2055, loss: 0.6042 +2022-09-22 18:21:01,660 - mmdet - INFO - Epoch [24][4600/7330] lr: 3.778e-07, eta: 19:03:44, time: 0.733, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0305, loss_cls: 0.1477, acc: 94.5212, loss_bbox: 0.2023, loss_mask: 0.2116, loss: 0.6117 +2022-09-22 18:21:38,766 - mmdet - INFO - Epoch [24][4650/7330] lr: 3.778e-07, eta: 19:03:04, time: 0.742, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0331, loss_cls: 0.1620, acc: 94.0530, loss_bbox: 0.2160, loss_mask: 0.2133, loss: 0.6451 +2022-09-22 18:22:15,835 - mmdet - INFO - Epoch [24][4700/7330] lr: 3.778e-07, eta: 19:02:25, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0310, loss_cls: 0.1546, acc: 94.2205, loss_bbox: 0.2049, loss_mask: 0.2102, loss: 0.6221 +2022-09-22 18:22:53,663 - mmdet - INFO - Epoch [24][4750/7330] lr: 3.778e-07, eta: 19:01:47, time: 0.756, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0319, loss_cls: 0.1507, acc: 94.4360, loss_bbox: 0.1999, loss_mask: 0.2073, loss: 0.6127 +2022-09-22 18:23:30,422 - mmdet - INFO - Epoch [24][4800/7330] lr: 3.778e-07, eta: 19:01:07, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0316, loss_cls: 0.1570, acc: 94.3564, loss_bbox: 0.2037, loss_mask: 0.2139, loss: 0.6287 +2022-09-22 18:24:07,084 - mmdet - INFO - Epoch [24][4850/7330] lr: 3.778e-07, eta: 19:00:26, time: 0.733, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0286, loss_cls: 0.1457, acc: 94.5891, loss_bbox: 0.1934, loss_mask: 0.2073, loss: 0.5938 +2022-09-22 18:24:43,872 - mmdet - INFO - Epoch [24][4900/7330] lr: 3.778e-07, eta: 18:59:46, time: 0.736, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0317, loss_cls: 0.1490, acc: 94.5393, loss_bbox: 0.1985, loss_mask: 0.2064, loss: 0.6053 +2022-09-22 18:25:20,937 - mmdet - INFO - Epoch [24][4950/7330] lr: 3.778e-07, eta: 18:59:07, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0324, loss_cls: 0.1553, acc: 94.2605, loss_bbox: 0.2099, loss_mask: 0.2131, loss: 0.6327 +2022-09-22 18:25:57,909 - mmdet - INFO - Epoch [24][5000/7330] lr: 3.778e-07, eta: 18:58:27, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0313, loss_cls: 0.1482, acc: 94.3992, loss_bbox: 0.2033, loss_mask: 0.2133, loss: 0.6165 +2022-09-22 18:26:34,604 - mmdet - INFO - Epoch [24][5050/7330] lr: 3.778e-07, eta: 18:57:47, time: 0.733, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0308, loss_cls: 0.1525, acc: 94.3713, loss_bbox: 0.2004, loss_mask: 0.2109, loss: 0.6155 +2022-09-22 18:27:11,057 - mmdet - INFO - Epoch [24][5100/7330] lr: 3.778e-07, eta: 18:57:06, time: 0.730, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0301, loss_cls: 0.1500, acc: 94.4583, loss_bbox: 0.1969, loss_mask: 0.2125, loss: 0.6106 +2022-09-22 18:27:47,956 - mmdet - INFO - Epoch [24][5150/7330] lr: 3.778e-07, eta: 18:56:26, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0300, loss_cls: 0.1500, acc: 94.3784, loss_bbox: 0.2016, loss_mask: 0.2106, loss: 0.6114 +2022-09-22 18:28:24,591 - mmdet - INFO - Epoch [24][5200/7330] lr: 3.778e-07, eta: 18:55:46, time: 0.732, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0304, loss_cls: 0.1600, acc: 94.0833, loss_bbox: 0.2097, loss_mask: 0.2155, loss: 0.6363 +2022-09-22 18:29:01,759 - mmdet - INFO - Epoch [24][5250/7330] lr: 3.778e-07, eta: 18:55:07, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0324, loss_cls: 0.1441, acc: 94.6377, loss_bbox: 0.1946, loss_mask: 0.2087, loss: 0.6005 +2022-09-22 18:29:38,134 - mmdet - INFO - Epoch [24][5300/7330] lr: 3.778e-07, eta: 18:54:26, time: 0.728, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0321, loss_cls: 0.1627, acc: 93.9148, loss_bbox: 0.2152, loss_mask: 0.2119, loss: 0.6434 +2022-09-22 18:30:15,075 - mmdet - INFO - Epoch [24][5350/7330] lr: 3.778e-07, eta: 18:53:46, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0329, loss_cls: 0.1603, acc: 94.0469, loss_bbox: 0.2140, loss_mask: 0.2166, loss: 0.6467 +2022-09-22 18:30:52,157 - mmdet - INFO - Epoch [24][5400/7330] lr: 3.778e-07, eta: 18:53:07, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0304, loss_cls: 0.1586, acc: 94.1858, loss_bbox: 0.2078, loss_mask: 0.2180, loss: 0.6359 +2022-09-22 18:31:28,507 - mmdet - INFO - Epoch [24][5450/7330] lr: 3.778e-07, eta: 18:52:26, time: 0.727, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0281, loss_cls: 0.1513, acc: 94.4734, loss_bbox: 0.1955, loss_mask: 0.2112, loss: 0.6057 +2022-09-22 18:32:05,513 - mmdet - INFO - Epoch [24][5500/7330] lr: 3.778e-07, eta: 18:51:46, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0316, loss_cls: 0.1515, acc: 94.4321, loss_bbox: 0.1993, loss_mask: 0.2045, loss: 0.6078 +2022-09-22 18:32:41,903 - mmdet - INFO - Epoch [24][5550/7330] lr: 3.778e-07, eta: 18:51:05, time: 0.728, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0290, loss_cls: 0.1510, acc: 94.4380, loss_bbox: 0.1996, loss_mask: 0.2098, loss: 0.6088 +2022-09-22 18:33:19,037 - mmdet - INFO - Epoch [24][5600/7330] lr: 3.778e-07, eta: 18:50:26, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0329, loss_cls: 0.1609, acc: 94.0925, loss_bbox: 0.2100, loss_mask: 0.2190, loss: 0.6447 +2022-09-22 18:33:56,423 - mmdet - INFO - Epoch [24][5650/7330] lr: 3.778e-07, eta: 18:49:47, time: 0.748, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0294, loss_cls: 0.1489, acc: 94.5579, loss_bbox: 0.1971, loss_mask: 0.2109, loss: 0.6079 +2022-09-22 18:34:33,427 - mmdet - INFO - Epoch [24][5700/7330] lr: 3.778e-07, eta: 18:49:08, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0321, loss_cls: 0.1490, acc: 94.3813, loss_bbox: 0.2035, loss_mask: 0.2124, loss: 0.6210 +2022-09-22 18:35:10,035 - mmdet - INFO - Epoch [24][5750/7330] lr: 3.778e-07, eta: 18:48:27, time: 0.732, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0317, loss_cls: 0.1496, acc: 94.3386, loss_bbox: 0.2017, loss_mask: 0.2059, loss: 0.6120 +2022-09-22 18:35:46,751 - mmdet - INFO - Epoch [24][5800/7330] lr: 3.778e-07, eta: 18:47:47, time: 0.734, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0297, loss_cls: 0.1390, acc: 94.8496, loss_bbox: 0.1858, loss_mask: 0.2018, loss: 0.5772 +2022-09-22 18:36:23,162 - mmdet - INFO - Epoch [24][5850/7330] lr: 3.778e-07, eta: 18:47:06, time: 0.728, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0289, loss_cls: 0.1425, acc: 94.6355, loss_bbox: 0.1904, loss_mask: 0.2060, loss: 0.5895 +2022-09-22 18:37:00,740 - mmdet - INFO - Epoch [24][5900/7330] lr: 3.778e-07, eta: 18:46:28, time: 0.752, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0301, loss_cls: 0.1396, acc: 94.7361, loss_bbox: 0.1837, loss_mask: 0.2056, loss: 0.5779 +2022-09-22 18:37:37,449 - mmdet - INFO - Epoch [24][5950/7330] lr: 3.778e-07, eta: 18:45:48, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0282, loss_cls: 0.1429, acc: 94.7888, loss_bbox: 0.1915, loss_mask: 0.2036, loss: 0.5863 +2022-09-22 18:38:14,400 - mmdet - INFO - Epoch [24][6000/7330] lr: 3.778e-07, eta: 18:45:09, time: 0.739, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0330, loss_cls: 0.1481, acc: 94.4849, loss_bbox: 0.1946, loss_mask: 0.2095, loss: 0.6084 +2022-09-22 18:38:51,260 - mmdet - INFO - Epoch [24][6050/7330] lr: 3.778e-07, eta: 18:44:29, time: 0.736, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0311, loss_cls: 0.1473, acc: 94.6125, loss_bbox: 0.1990, loss_mask: 0.2123, loss: 0.6124 +2022-09-22 18:39:28,453 - mmdet - INFO - Epoch [24][6100/7330] lr: 3.778e-07, eta: 18:43:50, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0299, loss_cls: 0.1468, acc: 94.6123, loss_bbox: 0.1925, loss_mask: 0.2088, loss: 0.5976 +2022-09-22 18:40:05,466 - mmdet - INFO - Epoch [24][6150/7330] lr: 3.778e-07, eta: 18:43:10, time: 0.740, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0294, loss_cls: 0.1432, acc: 94.7144, loss_bbox: 0.1903, loss_mask: 0.2058, loss: 0.5867 +2022-09-22 18:40:42,110 - mmdet - INFO - Epoch [24][6200/7330] lr: 3.778e-07, eta: 18:42:30, time: 0.733, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0300, loss_cls: 0.1519, acc: 94.3931, loss_bbox: 0.2013, loss_mask: 0.2111, loss: 0.6136 +2022-09-22 18:41:19,182 - mmdet - INFO - Epoch [24][6250/7330] lr: 3.778e-07, eta: 18:41:51, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0311, loss_cls: 0.1583, acc: 94.1455, loss_bbox: 0.2035, loss_mask: 0.2136, loss: 0.6292 +2022-09-22 18:41:56,350 - mmdet - INFO - Epoch [24][6300/7330] lr: 3.778e-07, eta: 18:41:12, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0302, loss_cls: 0.1531, acc: 94.2686, loss_bbox: 0.1999, loss_mask: 0.2062, loss: 0.6084 +2022-09-22 18:42:33,934 - mmdet - INFO - Epoch [24][6350/7330] lr: 3.778e-07, eta: 18:40:33, time: 0.752, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0289, loss_cls: 0.1521, acc: 94.3423, loss_bbox: 0.2031, loss_mask: 0.2103, loss: 0.6137 +2022-09-22 18:43:10,324 - mmdet - INFO - Epoch [24][6400/7330] lr: 3.778e-07, eta: 18:39:53, time: 0.728, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0322, loss_cls: 0.1607, acc: 94.0430, loss_bbox: 0.2075, loss_mask: 0.2107, loss: 0.6316 +2022-09-22 18:43:47,416 - mmdet - INFO - Epoch [24][6450/7330] lr: 3.778e-07, eta: 18:39:13, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0288, loss_cls: 0.1506, acc: 94.4751, loss_bbox: 0.1989, loss_mask: 0.2080, loss: 0.6058 +2022-09-22 18:44:24,913 - mmdet - INFO - Epoch [24][6500/7330] lr: 3.778e-07, eta: 18:38:35, time: 0.750, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0310, loss_cls: 0.1500, acc: 94.4282, loss_bbox: 0.1998, loss_mask: 0.2096, loss: 0.6109 +2022-09-22 18:45:02,879 - mmdet - INFO - Epoch [24][6550/7330] lr: 3.778e-07, eta: 18:37:58, time: 0.759, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0314, loss_cls: 0.1534, acc: 94.4253, loss_bbox: 0.2011, loss_mask: 0.2096, loss: 0.6183 +2022-09-22 18:45:39,968 - mmdet - INFO - Epoch [24][6600/7330] lr: 3.778e-07, eta: 18:37:18, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0311, loss_cls: 0.1548, acc: 94.3503, loss_bbox: 0.2012, loss_mask: 0.2147, loss: 0.6237 +2022-09-22 18:46:17,470 - mmdet - INFO - Epoch [24][6650/7330] lr: 3.778e-07, eta: 18:36:40, time: 0.750, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0304, loss_cls: 0.1499, acc: 94.4661, loss_bbox: 0.1990, loss_mask: 0.2086, loss: 0.6080 +2022-09-22 18:46:55,118 - mmdet - INFO - Epoch [24][6700/7330] lr: 3.778e-07, eta: 18:36:02, time: 0.753, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0308, loss_cls: 0.1583, acc: 94.2080, loss_bbox: 0.2108, loss_mask: 0.2110, loss: 0.6328 +2022-09-22 18:47:32,360 - mmdet - INFO - Epoch [24][6750/7330] lr: 3.778e-07, eta: 18:35:23, time: 0.744, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0318, loss_cls: 0.1610, acc: 94.1167, loss_bbox: 0.2057, loss_mask: 0.2142, loss: 0.6347 +2022-09-22 18:48:09,806 - mmdet - INFO - Epoch [24][6800/7330] lr: 3.778e-07, eta: 18:34:44, time: 0.750, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0308, loss_cls: 0.1526, acc: 94.4419, loss_bbox: 0.2044, loss_mask: 0.2125, loss: 0.6218 +2022-09-22 18:48:47,262 - mmdet - INFO - Epoch [24][6850/7330] lr: 3.778e-07, eta: 18:34:06, time: 0.749, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0324, loss_cls: 0.1588, acc: 94.1428, loss_bbox: 0.2052, loss_mask: 0.2099, loss: 0.6285 +2022-09-22 18:49:24,964 - mmdet - INFO - Epoch [24][6900/7330] lr: 3.778e-07, eta: 18:33:28, time: 0.754, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0327, loss_cls: 0.1633, acc: 94.0242, loss_bbox: 0.2102, loss_mask: 0.2163, loss: 0.6446 +2022-09-22 18:50:01,461 - mmdet - INFO - Epoch [24][6950/7330] lr: 3.778e-07, eta: 18:32:48, time: 0.730, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0309, loss_cls: 0.1540, acc: 94.3027, loss_bbox: 0.2049, loss_mask: 0.2088, loss: 0.6209 +2022-09-22 18:50:38,589 - mmdet - INFO - Epoch [24][7000/7330] lr: 3.778e-07, eta: 18:32:08, time: 0.743, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0306, loss_cls: 0.1570, acc: 94.1250, loss_bbox: 0.2087, loss_mask: 0.2091, loss: 0.6250 +2022-09-22 18:51:15,859 - mmdet - INFO - Epoch [24][7050/7330] lr: 3.778e-07, eta: 18:31:30, time: 0.745, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0313, loss_cls: 0.1526, acc: 94.3459, loss_bbox: 0.2029, loss_mask: 0.2107, loss: 0.6177 +2022-09-22 18:51:52,777 - mmdet - INFO - Epoch [24][7100/7330] lr: 3.778e-07, eta: 18:30:50, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0291, loss_cls: 0.1510, acc: 94.4021, loss_bbox: 0.2048, loss_mask: 0.2058, loss: 0.6108 +2022-09-22 18:52:29,988 - mmdet - INFO - Epoch [24][7150/7330] lr: 3.778e-07, eta: 18:30:11, time: 0.744, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0324, loss_cls: 0.1567, acc: 94.0410, loss_bbox: 0.2093, loss_mask: 0.2103, loss: 0.6294 +2022-09-22 18:53:07,616 - mmdet - INFO - Epoch [24][7200/7330] lr: 3.778e-07, eta: 18:29:33, time: 0.752, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0308, loss_cls: 0.1528, acc: 94.3877, loss_bbox: 0.2016, loss_mask: 0.2140, loss: 0.6197 +2022-09-22 18:53:44,838 - mmdet - INFO - Epoch [24][7250/7330] lr: 3.778e-07, eta: 18:28:54, time: 0.745, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0331, loss_cls: 0.1558, acc: 94.2981, loss_bbox: 0.2046, loss_mask: 0.2155, loss: 0.6323 +2022-09-22 18:54:22,240 - mmdet - INFO - Epoch [24][7300/7330] lr: 3.778e-07, eta: 18:28:16, time: 0.748, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0283, loss_cls: 0.1455, acc: 94.5981, loss_bbox: 0.1943, loss_mask: 0.2035, loss: 0.5903 +2022-09-22 18:54:54,217 - mmdet - INFO - Saving checkpoint at 24 epochs +2022-09-22 18:57:41,460 - mmdet - INFO - Evaluating bbox... +2022-09-22 18:58:09,506 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.499 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.727 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.545 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.340 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.538 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.646 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.620 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.620 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.620 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.457 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.657 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.771 + +2022-09-22 18:58:09,506 - mmdet - INFO - Evaluating segm... +2022-09-22 18:58:39,095 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.446 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.694 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.477 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.251 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.484 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.643 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.560 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.560 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.560 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.390 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.602 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.728 + +2022-09-22 18:58:39,638 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 18:58:39,639 - mmdet - INFO - Epoch(val) [24][625] bbox_mAP: 0.4990, bbox_mAP_50: 0.7270, bbox_mAP_75: 0.5450, bbox_mAP_s: 0.3400, bbox_mAP_m: 0.5380, bbox_mAP_l: 0.6460, bbox_mAP_copypaste: 0.499 0.727 0.545 0.340 0.538 0.646, segm_mAP: 0.4460, segm_mAP_50: 0.6940, segm_mAP_75: 0.4770, segm_mAP_s: 0.2510, segm_mAP_m: 0.4840, segm_mAP_l: 0.6430, segm_mAP_copypaste: 0.446 0.694 0.477 0.251 0.484 0.643 +2022-09-22 19:01:27,316 - mmdet - INFO - Epoch [25][50/7330] lr: 3.778e-07, eta: 18:30:49, time: 3.353, data_time: 2.592, memory: 54014, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0322, loss_cls: 0.1561, acc: 94.2439, loss_bbox: 0.2048, loss_mask: 0.2092, loss: 0.6222 +2022-09-22 19:02:05,242 - mmdet - INFO - Epoch [25][100/7330] lr: 3.778e-07, eta: 18:30:11, time: 0.758, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0313, loss_cls: 0.1515, acc: 94.4365, loss_bbox: 0.2025, loss_mask: 0.2080, loss: 0.6151 +2022-09-22 19:02:42,594 - mmdet - INFO - Epoch [25][150/7330] lr: 3.778e-07, eta: 18:29:32, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0321, loss_cls: 0.1527, acc: 94.2551, loss_bbox: 0.2045, loss_mask: 0.2089, loss: 0.6195 +2022-09-22 19:03:20,173 - mmdet - INFO - Epoch [25][200/7330] lr: 3.778e-07, eta: 18:28:54, time: 0.751, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0315, loss_cls: 0.1493, acc: 94.4402, loss_bbox: 0.1993, loss_mask: 0.2082, loss: 0.6100 +2022-09-22 19:03:58,694 - mmdet - INFO - Epoch [25][250/7330] lr: 3.778e-07, eta: 18:28:17, time: 0.771, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0316, loss_cls: 0.1509, acc: 94.3289, loss_bbox: 0.2043, loss_mask: 0.2082, loss: 0.6163 +2022-09-22 19:04:35,758 - mmdet - INFO - Epoch [25][300/7330] lr: 3.778e-07, eta: 18:27:37, time: 0.741, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0229, loss_rpn_bbox: 0.0334, loss_cls: 0.1615, acc: 94.0315, loss_bbox: 0.2145, loss_mask: 0.2071, loss: 0.6393 +2022-09-22 19:05:13,209 - mmdet - INFO - Epoch [25][350/7330] lr: 3.778e-07, eta: 18:26:59, time: 0.749, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0323, loss_cls: 0.1566, acc: 94.2690, loss_bbox: 0.2063, loss_mask: 0.2133, loss: 0.6306 +2022-09-22 19:05:50,779 - mmdet - INFO - Epoch [25][400/7330] lr: 3.778e-07, eta: 18:26:20, time: 0.750, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0320, loss_cls: 0.1527, acc: 94.3354, loss_bbox: 0.2011, loss_mask: 0.2094, loss: 0.6173 +2022-09-22 19:06:28,262 - mmdet - INFO - Epoch [25][450/7330] lr: 3.778e-07, eta: 18:25:41, time: 0.751, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0302, loss_cls: 0.1480, acc: 94.5503, loss_bbox: 0.2028, loss_mask: 0.2071, loss: 0.6073 +2022-09-22 19:07:05,515 - mmdet - INFO - Epoch [25][500/7330] lr: 3.778e-07, eta: 18:25:02, time: 0.745, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0324, loss_cls: 0.1529, acc: 94.2878, loss_bbox: 0.2040, loss_mask: 0.2071, loss: 0.6183 +2022-09-22 19:07:42,619 - mmdet - INFO - Epoch [25][550/7330] lr: 3.778e-07, eta: 18:24:23, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0314, loss_cls: 0.1547, acc: 94.2468, loss_bbox: 0.2055, loss_mask: 0.2108, loss: 0.6228 +2022-09-22 19:08:20,248 - mmdet - INFO - Epoch [25][600/7330] lr: 3.778e-07, eta: 18:23:44, time: 0.753, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0312, loss_cls: 0.1548, acc: 94.2070, loss_bbox: 0.2047, loss_mask: 0.2084, loss: 0.6192 +2022-09-22 19:08:57,343 - mmdet - INFO - Epoch [25][650/7330] lr: 3.778e-07, eta: 18:23:05, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0287, loss_cls: 0.1462, acc: 94.5344, loss_bbox: 0.1964, loss_mask: 0.2058, loss: 0.5964 +2022-09-22 19:09:34,929 - mmdet - INFO - Epoch [25][700/7330] lr: 3.778e-07, eta: 18:22:26, time: 0.752, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0306, loss_cls: 0.1518, acc: 94.4065, loss_bbox: 0.2004, loss_mask: 0.2121, loss: 0.6148 +2022-09-22 19:10:11,363 - mmdet - INFO - Epoch [25][750/7330] lr: 3.778e-07, eta: 18:21:45, time: 0.729, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0288, loss_cls: 0.1523, acc: 94.3853, loss_bbox: 0.2036, loss_mask: 0.2046, loss: 0.6089 +2022-09-22 19:10:48,692 - mmdet - INFO - Epoch [25][800/7330] lr: 3.778e-07, eta: 18:21:06, time: 0.746, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0310, loss_cls: 0.1462, acc: 94.5195, loss_bbox: 0.1995, loss_mask: 0.2013, loss: 0.5967 +2022-09-22 19:11:26,573 - mmdet - INFO - Epoch [25][850/7330] lr: 3.778e-07, eta: 18:20:28, time: 0.758, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0306, loss_cls: 0.1491, acc: 94.4751, loss_bbox: 0.2000, loss_mask: 0.2110, loss: 0.6098 +2022-09-22 19:12:03,926 - mmdet - INFO - Epoch [25][900/7330] lr: 3.778e-07, eta: 18:19:50, time: 0.747, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0307, loss_cls: 0.1542, acc: 94.2705, loss_bbox: 0.2041, loss_mask: 0.2059, loss: 0.6149 +2022-09-22 19:12:42,218 - mmdet - INFO - Epoch [25][950/7330] lr: 3.778e-07, eta: 18:19:12, time: 0.766, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0331, loss_cls: 0.1501, acc: 94.4558, loss_bbox: 0.2012, loss_mask: 0.2059, loss: 0.6110 +2022-09-22 19:13:18,861 - mmdet - INFO - Epoch [25][1000/7330] lr: 3.778e-07, eta: 18:18:32, time: 0.732, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0307, loss_cls: 0.1471, acc: 94.4749, loss_bbox: 0.2008, loss_mask: 0.2056, loss: 0.6028 +2022-09-22 19:13:56,898 - mmdet - INFO - Epoch [25][1050/7330] lr: 3.778e-07, eta: 18:17:54, time: 0.762, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0295, loss_cls: 0.1481, acc: 94.4622, loss_bbox: 0.1980, loss_mask: 0.2083, loss: 0.6035 +2022-09-22 19:14:34,303 - mmdet - INFO - Epoch [25][1100/7330] lr: 3.778e-07, eta: 18:17:15, time: 0.747, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0303, loss_cls: 0.1483, acc: 94.5354, loss_bbox: 0.1981, loss_mask: 0.2044, loss: 0.6021 +2022-09-22 19:15:11,298 - mmdet - INFO - Epoch [25][1150/7330] lr: 3.778e-07, eta: 18:16:36, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0290, loss_cls: 0.1467, acc: 94.5881, loss_bbox: 0.1939, loss_mask: 0.2046, loss: 0.5934 +2022-09-22 19:15:47,890 - mmdet - INFO - Epoch [25][1200/7330] lr: 3.778e-07, eta: 18:15:56, time: 0.732, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0282, loss_cls: 0.1397, acc: 94.8054, loss_bbox: 0.1897, loss_mask: 0.1998, loss: 0.5753 +2022-09-22 19:16:25,877 - mmdet - INFO - Epoch [25][1250/7330] lr: 3.778e-07, eta: 18:15:18, time: 0.760, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0299, loss_cls: 0.1510, acc: 94.5068, loss_bbox: 0.2002, loss_mask: 0.2069, loss: 0.6087 +2022-09-22 19:17:02,753 - mmdet - INFO - Epoch [25][1300/7330] lr: 3.778e-07, eta: 18:14:38, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0314, loss_cls: 0.1566, acc: 94.2031, loss_bbox: 0.2085, loss_mask: 0.2142, loss: 0.6334 +2022-09-22 19:17:40,067 - mmdet - INFO - Epoch [25][1350/7330] lr: 3.778e-07, eta: 18:13:59, time: 0.746, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0313, loss_cls: 0.1609, acc: 94.0435, loss_bbox: 0.2099, loss_mask: 0.2142, loss: 0.6388 +2022-09-22 19:18:17,552 - mmdet - INFO - Epoch [25][1400/7330] lr: 3.778e-07, eta: 18:13:20, time: 0.750, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0278, loss_cls: 0.1443, acc: 94.6174, loss_bbox: 0.1861, loss_mask: 0.2010, loss: 0.5800 +2022-09-22 19:18:55,268 - mmdet - INFO - Epoch [25][1450/7330] lr: 3.778e-07, eta: 18:12:42, time: 0.754, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0316, loss_cls: 0.1527, acc: 94.2903, loss_bbox: 0.2055, loss_mask: 0.2090, loss: 0.6203 +2022-09-22 19:19:32,144 - mmdet - INFO - Epoch [25][1500/7330] lr: 3.778e-07, eta: 18:12:02, time: 0.738, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0289, loss_cls: 0.1487, acc: 94.4976, loss_bbox: 0.2023, loss_mask: 0.2054, loss: 0.6036 +2022-09-22 19:20:09,252 - mmdet - INFO - Epoch [25][1550/7330] lr: 3.778e-07, eta: 18:11:23, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0298, loss_cls: 0.1479, acc: 94.5547, loss_bbox: 0.1957, loss_mask: 0.2074, loss: 0.6002 +2022-09-22 19:20:46,497 - mmdet - INFO - Epoch [25][1600/7330] lr: 3.778e-07, eta: 18:10:44, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0294, loss_cls: 0.1401, acc: 94.6885, loss_bbox: 0.1954, loss_mask: 0.2093, loss: 0.5924 +2022-09-22 19:21:24,466 - mmdet - INFO - Epoch [25][1650/7330] lr: 3.778e-07, eta: 18:10:06, time: 0.759, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0317, loss_cls: 0.1565, acc: 94.2195, loss_bbox: 0.2076, loss_mask: 0.2131, loss: 0.6312 +2022-09-22 19:22:02,034 - mmdet - INFO - Epoch [25][1700/7330] lr: 3.778e-07, eta: 18:09:27, time: 0.751, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0314, loss_cls: 0.1511, acc: 94.3186, loss_bbox: 0.2016, loss_mask: 0.2056, loss: 0.6107 +2022-09-22 19:22:39,704 - mmdet - INFO - Epoch [25][1750/7330] lr: 3.778e-07, eta: 18:08:49, time: 0.753, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0305, loss_cls: 0.1485, acc: 94.4587, loss_bbox: 0.1980, loss_mask: 0.2082, loss: 0.6036 +2022-09-22 19:23:17,192 - mmdet - INFO - Epoch [25][1800/7330] lr: 3.778e-07, eta: 18:08:11, time: 0.750, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0324, loss_cls: 0.1528, acc: 94.3784, loss_bbox: 0.2029, loss_mask: 0.2083, loss: 0.6201 +2022-09-22 19:23:54,333 - mmdet - INFO - Epoch [25][1850/7330] lr: 3.778e-07, eta: 18:07:31, time: 0.743, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0282, loss_cls: 0.1416, acc: 94.7649, loss_bbox: 0.1893, loss_mask: 0.1969, loss: 0.5749 +2022-09-22 19:24:32,293 - mmdet - INFO - Epoch [25][1900/7330] lr: 3.778e-07, eta: 18:06:53, time: 0.759, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0308, loss_cls: 0.1542, acc: 94.2473, loss_bbox: 0.2059, loss_mask: 0.2051, loss: 0.6170 +2022-09-22 19:25:09,383 - mmdet - INFO - Epoch [25][1950/7330] lr: 3.778e-07, eta: 18:06:14, time: 0.742, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0303, loss_cls: 0.1448, acc: 94.6335, loss_bbox: 0.1983, loss_mask: 0.2051, loss: 0.5978 +2022-09-22 19:25:46,862 - mmdet - INFO - Epoch [25][2000/7330] lr: 3.778e-07, eta: 18:05:35, time: 0.749, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0320, loss_cls: 0.1587, acc: 94.1228, loss_bbox: 0.2084, loss_mask: 0.2125, loss: 0.6353 +2022-09-22 19:26:23,967 - mmdet - INFO - Epoch [25][2050/7330] lr: 3.778e-07, eta: 18:04:56, time: 0.742, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0294, loss_cls: 0.1520, acc: 94.3499, loss_bbox: 0.1973, loss_mask: 0.2076, loss: 0.6052 +2022-09-22 19:27:01,441 - mmdet - INFO - Epoch [25][2100/7330] lr: 3.778e-07, eta: 18:04:17, time: 0.749, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0290, loss_cls: 0.1482, acc: 94.5627, loss_bbox: 0.1969, loss_mask: 0.2092, loss: 0.6039 +2022-09-22 19:27:38,795 - mmdet - INFO - Epoch [25][2150/7330] lr: 3.778e-07, eta: 18:03:39, time: 0.747, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0303, loss_cls: 0.1483, acc: 94.6040, loss_bbox: 0.1909, loss_mask: 0.2014, loss: 0.5911 +2022-09-22 19:28:15,921 - mmdet - INFO - Epoch [25][2200/7330] lr: 3.778e-07, eta: 18:02:59, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0309, loss_cls: 0.1553, acc: 94.1960, loss_bbox: 0.2010, loss_mask: 0.2095, loss: 0.6181 +2022-09-22 19:28:53,120 - mmdet - INFO - Epoch [25][2250/7330] lr: 3.778e-07, eta: 18:02:20, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0286, loss_cls: 0.1476, acc: 94.5427, loss_bbox: 0.1986, loss_mask: 0.2111, loss: 0.6041 +2022-09-22 19:29:30,052 - mmdet - INFO - Epoch [25][2300/7330] lr: 3.778e-07, eta: 18:01:40, time: 0.739, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0288, loss_cls: 0.1444, acc: 94.5371, loss_bbox: 0.1934, loss_mask: 0.2034, loss: 0.5891 +2022-09-22 19:30:07,536 - mmdet - INFO - Epoch [25][2350/7330] lr: 3.778e-07, eta: 18:01:02, time: 0.749, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0233, loss_rpn_bbox: 0.0323, loss_cls: 0.1538, acc: 94.4082, loss_bbox: 0.1970, loss_mask: 0.2062, loss: 0.6126 +2022-09-22 19:30:43,995 - mmdet - INFO - Epoch [25][2400/7330] lr: 3.778e-07, eta: 18:00:21, time: 0.729, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0282, loss_cls: 0.1436, acc: 94.6982, loss_bbox: 0.1947, loss_mask: 0.2075, loss: 0.5953 +2022-09-22 19:31:21,108 - mmdet - INFO - Epoch [25][2450/7330] lr: 3.778e-07, eta: 17:59:42, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0318, loss_cls: 0.1476, acc: 94.4939, loss_bbox: 0.1989, loss_mask: 0.2007, loss: 0.5990 +2022-09-22 19:31:57,840 - mmdet - INFO - Epoch [25][2500/7330] lr: 3.778e-07, eta: 17:59:02, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0292, loss_cls: 0.1499, acc: 94.4678, loss_bbox: 0.1958, loss_mask: 0.2068, loss: 0.6007 +2022-09-22 19:32:34,680 - mmdet - INFO - Epoch [25][2550/7330] lr: 3.778e-07, eta: 17:58:22, time: 0.737, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0310, loss_cls: 0.1540, acc: 94.2810, loss_bbox: 0.2044, loss_mask: 0.2160, loss: 0.6269 +2022-09-22 19:33:11,613 - mmdet - INFO - Epoch [25][2600/7330] lr: 3.778e-07, eta: 17:57:43, time: 0.739, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0287, loss_cls: 0.1500, acc: 94.4146, loss_bbox: 0.1962, loss_mask: 0.2030, loss: 0.5960 +2022-09-22 19:33:48,288 - mmdet - INFO - Epoch [25][2650/7330] lr: 3.778e-07, eta: 17:57:03, time: 0.733, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0284, loss_cls: 0.1524, acc: 94.3599, loss_bbox: 0.2001, loss_mask: 0.2088, loss: 0.6082 +2022-09-22 19:34:24,816 - mmdet - INFO - Epoch [25][2700/7330] lr: 3.778e-07, eta: 17:56:22, time: 0.731, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0292, loss_cls: 0.1470, acc: 94.6230, loss_bbox: 0.1920, loss_mask: 0.2081, loss: 0.5973 +2022-09-22 19:35:02,673 - mmdet - INFO - Epoch [25][2750/7330] lr: 3.778e-07, eta: 17:55:44, time: 0.757, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0326, loss_cls: 0.1535, acc: 94.3262, loss_bbox: 0.2049, loss_mask: 0.2083, loss: 0.6210 +2022-09-22 19:35:39,601 - mmdet - INFO - Epoch [25][2800/7330] lr: 3.778e-07, eta: 17:55:05, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0318, loss_cls: 0.1538, acc: 94.3804, loss_bbox: 0.2031, loss_mask: 0.2097, loss: 0.6186 +2022-09-22 19:36:16,827 - mmdet - INFO - Epoch [25][2850/7330] lr: 3.778e-07, eta: 17:54:26, time: 0.745, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0310, loss_cls: 0.1572, acc: 94.2349, loss_bbox: 0.2068, loss_mask: 0.2061, loss: 0.6211 +2022-09-22 19:36:54,924 - mmdet - INFO - Epoch [25][2900/7330] lr: 3.778e-07, eta: 17:53:48, time: 0.762, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0320, loss_cls: 0.1613, acc: 94.0642, loss_bbox: 0.2123, loss_mask: 0.2131, loss: 0.6401 +2022-09-22 19:37:32,061 - mmdet - INFO - Epoch [25][2950/7330] lr: 3.778e-07, eta: 17:53:09, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0313, loss_cls: 0.1508, acc: 94.4617, loss_bbox: 0.2016, loss_mask: 0.2100, loss: 0.6169 +2022-09-22 19:38:09,511 - mmdet - INFO - Epoch [25][3000/7330] lr: 3.778e-07, eta: 17:52:30, time: 0.749, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0301, loss_cls: 0.1493, acc: 94.3545, loss_bbox: 0.2011, loss_mask: 0.2125, loss: 0.6128 +2022-09-22 19:38:47,101 - mmdet - INFO - Epoch [25][3050/7330] lr: 3.778e-07, eta: 17:51:52, time: 0.752, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0299, loss_cls: 0.1485, acc: 94.5117, loss_bbox: 0.1990, loss_mask: 0.2080, loss: 0.6059 +2022-09-22 19:39:23,619 - mmdet - INFO - Epoch [25][3100/7330] lr: 3.778e-07, eta: 17:51:12, time: 0.730, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0280, loss_cls: 0.1467, acc: 94.5598, loss_bbox: 0.1933, loss_mask: 0.2048, loss: 0.5920 +2022-09-22 19:40:00,064 - mmdet - INFO - Epoch [25][3150/7330] lr: 3.778e-07, eta: 17:50:31, time: 0.729, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0309, loss_cls: 0.1511, acc: 94.3704, loss_bbox: 0.2022, loss_mask: 0.2069, loss: 0.6101 +2022-09-22 19:40:37,072 - mmdet - INFO - Epoch [25][3200/7330] lr: 3.778e-07, eta: 17:49:52, time: 0.740, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0313, loss_cls: 0.1481, acc: 94.5706, loss_bbox: 0.1975, loss_mask: 0.2133, loss: 0.6111 +2022-09-22 19:41:13,813 - mmdet - INFO - Epoch [25][3250/7330] lr: 3.778e-07, eta: 17:49:12, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0292, loss_cls: 0.1503, acc: 94.4741, loss_bbox: 0.1974, loss_mask: 0.2109, loss: 0.6054 +2022-09-22 19:41:51,076 - mmdet - INFO - Epoch [25][3300/7330] lr: 3.778e-07, eta: 17:48:33, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0327, loss_cls: 0.1591, acc: 94.1284, loss_bbox: 0.2096, loss_mask: 0.2156, loss: 0.6395 +2022-09-22 19:42:28,311 - mmdet - INFO - Epoch [25][3350/7330] lr: 3.778e-07, eta: 17:47:54, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0306, loss_cls: 0.1511, acc: 94.4749, loss_bbox: 0.1982, loss_mask: 0.2089, loss: 0.6104 +2022-09-22 19:43:05,062 - mmdet - INFO - Epoch [25][3400/7330] lr: 3.778e-07, eta: 17:47:14, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0290, loss_cls: 0.1513, acc: 94.4648, loss_bbox: 0.1973, loss_mask: 0.2078, loss: 0.6062 +2022-09-22 19:43:41,773 - mmdet - INFO - Epoch [25][3450/7330] lr: 3.778e-07, eta: 17:46:34, time: 0.733, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0325, loss_cls: 0.1585, acc: 94.1616, loss_bbox: 0.2105, loss_mask: 0.2171, loss: 0.6393 +2022-09-22 19:44:18,990 - mmdet - INFO - Epoch [25][3500/7330] lr: 3.778e-07, eta: 17:45:55, time: 0.745, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0322, loss_cls: 0.1534, acc: 94.3811, loss_bbox: 0.2058, loss_mask: 0.2131, loss: 0.6284 +2022-09-22 19:44:56,124 - mmdet - INFO - Epoch [25][3550/7330] lr: 3.778e-07, eta: 17:45:16, time: 0.743, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0296, loss_cls: 0.1490, acc: 94.5164, loss_bbox: 0.1969, loss_mask: 0.2092, loss: 0.6054 +2022-09-22 19:45:33,049 - mmdet - INFO - Epoch [25][3600/7330] lr: 3.778e-07, eta: 17:44:37, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0309, loss_cls: 0.1525, acc: 94.3530, loss_bbox: 0.2041, loss_mask: 0.2085, loss: 0.6167 +2022-09-22 19:46:10,402 - mmdet - INFO - Epoch [25][3650/7330] lr: 3.778e-07, eta: 17:43:58, time: 0.747, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0318, loss_cls: 0.1530, acc: 94.3525, loss_bbox: 0.2029, loss_mask: 0.2064, loss: 0.6143 +2022-09-22 19:46:47,040 - mmdet - INFO - Epoch [25][3700/7330] lr: 3.778e-07, eta: 17:43:18, time: 0.733, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0301, loss_cls: 0.1582, acc: 94.1370, loss_bbox: 0.2068, loss_mask: 0.2096, loss: 0.6253 +2022-09-22 19:47:25,021 - mmdet - INFO - Epoch [25][3750/7330] lr: 3.778e-07, eta: 17:42:40, time: 0.760, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0320, loss_cls: 0.1559, acc: 94.2664, loss_bbox: 0.2048, loss_mask: 0.2059, loss: 0.6194 +2022-09-22 19:48:01,962 - mmdet - INFO - Epoch [25][3800/7330] lr: 3.778e-07, eta: 17:42:01, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0306, loss_cls: 0.1472, acc: 94.6367, loss_bbox: 0.1965, loss_mask: 0.2036, loss: 0.5990 +2022-09-22 19:48:39,100 - mmdet - INFO - Epoch [25][3850/7330] lr: 3.778e-07, eta: 17:41:22, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0319, loss_cls: 0.1563, acc: 94.2290, loss_bbox: 0.2064, loss_mask: 0.2112, loss: 0.6261 +2022-09-22 19:49:16,043 - mmdet - INFO - Epoch [25][3900/7330] lr: 3.778e-07, eta: 17:40:42, time: 0.739, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0308, loss_cls: 0.1547, acc: 94.3455, loss_bbox: 0.2010, loss_mask: 0.2109, loss: 0.6185 +2022-09-22 19:49:53,108 - mmdet - INFO - Epoch [25][3950/7330] lr: 3.778e-07, eta: 17:40:03, time: 0.741, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0290, loss_cls: 0.1518, acc: 94.3696, loss_bbox: 0.2022, loss_mask: 0.2082, loss: 0.6115 +2022-09-22 19:50:29,276 - mmdet - INFO - Epoch [25][4000/7330] lr: 3.778e-07, eta: 17:39:22, time: 0.723, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0309, loss_cls: 0.1493, acc: 94.4180, loss_bbox: 0.2028, loss_mask: 0.2064, loss: 0.6106 +2022-09-22 19:51:05,993 - mmdet - INFO - Epoch [25][4050/7330] lr: 3.778e-07, eta: 17:38:42, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0290, loss_cls: 0.1461, acc: 94.6758, loss_bbox: 0.1945, loss_mask: 0.2054, loss: 0.5953 +2022-09-22 19:51:42,824 - mmdet - INFO - Epoch [25][4100/7330] lr: 3.778e-07, eta: 17:38:02, time: 0.735, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0307, loss_cls: 0.1554, acc: 94.3000, loss_bbox: 0.2079, loss_mask: 0.2102, loss: 0.6255 +2022-09-22 19:52:20,165 - mmdet - INFO - Epoch [25][4150/7330] lr: 3.778e-07, eta: 17:37:24, time: 0.748, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0309, loss_cls: 0.1489, acc: 94.4648, loss_bbox: 0.2016, loss_mask: 0.2045, loss: 0.6064 +2022-09-22 19:52:57,106 - mmdet - INFO - Epoch [25][4200/7330] lr: 3.778e-07, eta: 17:36:44, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0302, loss_cls: 0.1529, acc: 94.4321, loss_bbox: 0.1999, loss_mask: 0.2109, loss: 0.6147 +2022-09-22 19:53:33,725 - mmdet - INFO - Epoch [25][4250/7330] lr: 3.778e-07, eta: 17:36:04, time: 0.732, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0301, loss_cls: 0.1505, acc: 94.5374, loss_bbox: 0.1990, loss_mask: 0.2078, loss: 0.6069 +2022-09-22 19:54:11,031 - mmdet - INFO - Epoch [25][4300/7330] lr: 3.778e-07, eta: 17:35:26, time: 0.746, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0310, loss_cls: 0.1542, acc: 94.2744, loss_bbox: 0.2056, loss_mask: 0.2106, loss: 0.6223 +2022-09-22 19:54:47,812 - mmdet - INFO - Epoch [25][4350/7330] lr: 3.778e-07, eta: 17:34:46, time: 0.736, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0309, loss_cls: 0.1580, acc: 94.2151, loss_bbox: 0.2044, loss_mask: 0.2052, loss: 0.6204 +2022-09-22 19:55:24,799 - mmdet - INFO - Epoch [25][4400/7330] lr: 3.778e-07, eta: 17:34:07, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0318, loss_cls: 0.1499, acc: 94.4568, loss_bbox: 0.2016, loss_mask: 0.2089, loss: 0.6134 +2022-09-22 19:56:01,672 - mmdet - INFO - Epoch [25][4450/7330] lr: 3.778e-07, eta: 17:33:27, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0305, loss_cls: 0.1445, acc: 94.5925, loss_bbox: 0.1947, loss_mask: 0.2082, loss: 0.5986 +2022-09-22 19:56:38,509 - mmdet - INFO - Epoch [25][4500/7330] lr: 3.778e-07, eta: 17:32:47, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0302, loss_cls: 0.1454, acc: 94.6543, loss_bbox: 0.1933, loss_mask: 0.2062, loss: 0.5938 +2022-09-22 19:57:15,720 - mmdet - INFO - Epoch [25][4550/7330] lr: 3.778e-07, eta: 17:32:09, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0307, loss_cls: 0.1525, acc: 94.4285, loss_bbox: 0.2003, loss_mask: 0.2094, loss: 0.6145 +2022-09-22 19:57:52,483 - mmdet - INFO - Epoch [25][4600/7330] lr: 3.778e-07, eta: 17:31:29, time: 0.735, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0319, loss_cls: 0.1532, acc: 94.3179, loss_bbox: 0.2025, loss_mask: 0.2056, loss: 0.6142 +2022-09-22 19:58:30,295 - mmdet - INFO - Epoch [25][4650/7330] lr: 3.778e-07, eta: 17:30:51, time: 0.756, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0326, loss_cls: 0.1553, acc: 94.1748, loss_bbox: 0.2081, loss_mask: 0.2140, loss: 0.6311 +2022-09-22 19:59:07,373 - mmdet - INFO - Epoch [25][4700/7330] lr: 3.778e-07, eta: 17:30:12, time: 0.742, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0311, loss_cls: 0.1549, acc: 94.3545, loss_bbox: 0.2025, loss_mask: 0.2053, loss: 0.6140 +2022-09-22 19:59:44,579 - mmdet - INFO - Epoch [25][4750/7330] lr: 3.778e-07, eta: 17:29:33, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0321, loss_cls: 0.1514, acc: 94.5173, loss_bbox: 0.1998, loss_mask: 0.2092, loss: 0.6137 +2022-09-22 20:00:21,807 - mmdet - INFO - Epoch [25][4800/7330] lr: 3.778e-07, eta: 17:28:54, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0315, loss_cls: 0.1506, acc: 94.3638, loss_bbox: 0.2049, loss_mask: 0.2127, loss: 0.6201 +2022-09-22 20:00:58,487 - mmdet - INFO - Epoch [25][4850/7330] lr: 3.778e-07, eta: 17:28:14, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0322, loss_cls: 0.1526, acc: 94.3577, loss_bbox: 0.2029, loss_mask: 0.2078, loss: 0.6159 +2022-09-22 20:01:35,683 - mmdet - INFO - Epoch [25][4900/7330] lr: 3.778e-07, eta: 17:27:35, time: 0.744, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0296, loss_cls: 0.1478, acc: 94.4309, loss_bbox: 0.2006, loss_mask: 0.2075, loss: 0.6056 +2022-09-22 20:02:12,595 - mmdet - INFO - Epoch [25][4950/7330] lr: 3.778e-07, eta: 17:26:56, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0290, loss_cls: 0.1471, acc: 94.5552, loss_bbox: 0.1948, loss_mask: 0.2050, loss: 0.5959 +2022-09-22 20:02:50,315 - mmdet - INFO - Epoch [25][5000/7330] lr: 3.778e-07, eta: 17:26:18, time: 0.754, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0303, loss_cls: 0.1527, acc: 94.2786, loss_bbox: 0.2065, loss_mask: 0.2094, loss: 0.6183 +2022-09-22 20:03:26,866 - mmdet - INFO - Epoch [25][5050/7330] lr: 3.778e-07, eta: 17:25:38, time: 0.731, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0299, loss_cls: 0.1459, acc: 94.6235, loss_bbox: 0.1974, loss_mask: 0.2091, loss: 0.6013 +2022-09-22 20:04:04,619 - mmdet - INFO - Epoch [25][5100/7330] lr: 3.778e-07, eta: 17:25:00, time: 0.755, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0291, loss_cls: 0.1507, acc: 94.3938, loss_bbox: 0.2006, loss_mask: 0.2042, loss: 0.6026 +2022-09-22 20:04:41,914 - mmdet - INFO - Epoch [25][5150/7330] lr: 3.778e-07, eta: 17:24:21, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0308, loss_cls: 0.1507, acc: 94.4275, loss_bbox: 0.2003, loss_mask: 0.2103, loss: 0.6128 +2022-09-22 20:05:19,181 - mmdet - INFO - Epoch [25][5200/7330] lr: 3.778e-07, eta: 17:23:42, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0300, loss_cls: 0.1509, acc: 94.4592, loss_bbox: 0.1978, loss_mask: 0.2085, loss: 0.6081 +2022-09-22 20:05:56,609 - mmdet - INFO - Epoch [25][5250/7330] lr: 3.778e-07, eta: 17:23:04, time: 0.748, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0295, loss_cls: 0.1445, acc: 94.6135, loss_bbox: 0.1968, loss_mask: 0.2065, loss: 0.5961 +2022-09-22 20:06:33,667 - mmdet - INFO - Epoch [25][5300/7330] lr: 3.778e-07, eta: 17:22:25, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0299, loss_cls: 0.1493, acc: 94.3772, loss_bbox: 0.1951, loss_mask: 0.2063, loss: 0.6003 +2022-09-22 20:07:10,999 - mmdet - INFO - Epoch [25][5350/7330] lr: 3.778e-07, eta: 17:21:46, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0310, loss_cls: 0.1522, acc: 94.3103, loss_bbox: 0.2048, loss_mask: 0.2097, loss: 0.6175 +2022-09-22 20:07:48,029 - mmdet - INFO - Epoch [25][5400/7330] lr: 3.778e-07, eta: 17:21:07, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0302, loss_cls: 0.1554, acc: 94.3843, loss_bbox: 0.1985, loss_mask: 0.2056, loss: 0.6093 +2022-09-22 20:08:24,642 - mmdet - INFO - Epoch [25][5450/7330] lr: 3.778e-07, eta: 17:20:27, time: 0.732, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0306, loss_cls: 0.1547, acc: 94.3044, loss_bbox: 0.2025, loss_mask: 0.2078, loss: 0.6153 +2022-09-22 20:09:01,725 - mmdet - INFO - Epoch [25][5500/7330] lr: 3.778e-07, eta: 17:19:48, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0307, loss_cls: 0.1481, acc: 94.6201, loss_bbox: 0.1953, loss_mask: 0.2062, loss: 0.6001 +2022-09-22 20:09:39,579 - mmdet - INFO - Epoch [25][5550/7330] lr: 3.778e-07, eta: 17:19:10, time: 0.757, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0318, loss_cls: 0.1536, acc: 94.3298, loss_bbox: 0.2054, loss_mask: 0.2149, loss: 0.6280 +2022-09-22 20:10:17,273 - mmdet - INFO - Epoch [25][5600/7330] lr: 3.778e-07, eta: 17:18:32, time: 0.754, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0308, loss_cls: 0.1563, acc: 94.2522, loss_bbox: 0.2055, loss_mask: 0.2130, loss: 0.6258 +2022-09-22 20:10:53,575 - mmdet - INFO - Epoch [25][5650/7330] lr: 3.778e-07, eta: 17:17:52, time: 0.726, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0287, loss_cls: 0.1397, acc: 94.8518, loss_bbox: 0.1867, loss_mask: 0.2020, loss: 0.5751 +2022-09-22 20:11:30,853 - mmdet - INFO - Epoch [25][5700/7330] lr: 3.778e-07, eta: 17:17:13, time: 0.743, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0311, loss_cls: 0.1495, acc: 94.5042, loss_bbox: 0.2016, loss_mask: 0.2053, loss: 0.6099 +2022-09-22 20:12:08,795 - mmdet - INFO - Epoch [25][5750/7330] lr: 3.778e-07, eta: 17:16:35, time: 0.760, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0309, loss_cls: 0.1502, acc: 94.4482, loss_bbox: 0.1926, loss_mask: 0.2059, loss: 0.6009 +2022-09-22 20:12:46,355 - mmdet - INFO - Epoch [25][5800/7330] lr: 3.778e-07, eta: 17:15:57, time: 0.752, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0309, loss_cls: 0.1525, acc: 94.3108, loss_bbox: 0.2025, loss_mask: 0.2103, loss: 0.6158 +2022-09-22 20:13:23,130 - mmdet - INFO - Epoch [25][5850/7330] lr: 3.778e-07, eta: 17:15:17, time: 0.735, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0310, loss_cls: 0.1526, acc: 94.3132, loss_bbox: 0.2056, loss_mask: 0.2147, loss: 0.6241 +2022-09-22 20:14:00,564 - mmdet - INFO - Epoch [25][5900/7330] lr: 3.778e-07, eta: 17:14:39, time: 0.749, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0311, loss_cls: 0.1528, acc: 94.3330, loss_bbox: 0.2049, loss_mask: 0.2093, loss: 0.6186 +2022-09-22 20:14:38,474 - mmdet - INFO - Epoch [25][5950/7330] lr: 3.778e-07, eta: 17:14:01, time: 0.758, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0305, loss_cls: 0.1494, acc: 94.5569, loss_bbox: 0.1965, loss_mask: 0.2066, loss: 0.6036 +2022-09-22 20:15:16,231 - mmdet - INFO - Epoch [25][6000/7330] lr: 3.778e-07, eta: 17:13:23, time: 0.755, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0315, loss_cls: 0.1575, acc: 94.1577, loss_bbox: 0.2033, loss_mask: 0.2120, loss: 0.6244 +2022-09-22 20:15:53,098 - mmdet - INFO - Epoch [25][6050/7330] lr: 3.778e-07, eta: 17:12:44, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0309, loss_cls: 0.1534, acc: 94.2664, loss_bbox: 0.2045, loss_mask: 0.2083, loss: 0.6172 +2022-09-22 20:16:30,239 - mmdet - INFO - Epoch [25][6100/7330] lr: 3.778e-07, eta: 17:12:05, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0319, loss_cls: 0.1581, acc: 94.1667, loss_bbox: 0.2074, loss_mask: 0.2086, loss: 0.6290 +2022-09-22 20:17:07,504 - mmdet - INFO - Epoch [25][6150/7330] lr: 3.778e-07, eta: 17:11:26, time: 0.745, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0307, loss_cls: 0.1498, acc: 94.5828, loss_bbox: 0.1964, loss_mask: 0.2067, loss: 0.6046 +2022-09-22 20:17:45,889 - mmdet - INFO - Epoch [25][6200/7330] lr: 3.778e-07, eta: 17:10:49, time: 0.768, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0306, loss_cls: 0.1489, acc: 94.5774, loss_bbox: 0.1960, loss_mask: 0.2068, loss: 0.6026 +2022-09-22 20:18:23,021 - mmdet - INFO - Epoch [25][6250/7330] lr: 3.778e-07, eta: 17:10:10, time: 0.743, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0283, loss_cls: 0.1443, acc: 94.7085, loss_bbox: 0.1908, loss_mask: 0.2057, loss: 0.5877 +2022-09-22 20:19:00,901 - mmdet - INFO - Epoch [25][6300/7330] lr: 3.778e-07, eta: 17:09:33, time: 0.757, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0308, loss_cls: 0.1566, acc: 94.2334, loss_bbox: 0.2068, loss_mask: 0.2067, loss: 0.6209 +2022-09-22 20:19:37,551 - mmdet - INFO - Epoch [25][6350/7330] lr: 3.778e-07, eta: 17:08:53, time: 0.734, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0309, loss_cls: 0.1486, acc: 94.4119, loss_bbox: 0.1977, loss_mask: 0.2092, loss: 0.6072 +2022-09-22 20:20:14,158 - mmdet - INFO - Epoch [25][6400/7330] lr: 3.778e-07, eta: 17:08:13, time: 0.732, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0301, loss_cls: 0.1486, acc: 94.4260, loss_bbox: 0.2036, loss_mask: 0.2064, loss: 0.6095 +2022-09-22 20:20:51,737 - mmdet - INFO - Epoch [25][6450/7330] lr: 3.778e-07, eta: 17:07:35, time: 0.751, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0312, loss_cls: 0.1527, acc: 94.3259, loss_bbox: 0.2018, loss_mask: 0.2090, loss: 0.6166 +2022-09-22 20:21:28,699 - mmdet - INFO - Epoch [25][6500/7330] lr: 3.778e-07, eta: 17:06:56, time: 0.738, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0328, loss_cls: 0.1568, acc: 94.1948, loss_bbox: 0.2043, loss_mask: 0.2087, loss: 0.6229 +2022-09-22 20:22:05,293 - mmdet - INFO - Epoch [25][6550/7330] lr: 3.778e-07, eta: 17:06:16, time: 0.733, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0277, loss_cls: 0.1398, acc: 94.8276, loss_bbox: 0.1926, loss_mask: 0.2032, loss: 0.5813 +2022-09-22 20:22:42,149 - mmdet - INFO - Epoch [25][6600/7330] lr: 3.778e-07, eta: 17:05:37, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0297, loss_cls: 0.1516, acc: 94.3877, loss_bbox: 0.2001, loss_mask: 0.2100, loss: 0.6120 +2022-09-22 20:23:19,950 - mmdet - INFO - Epoch [25][6650/7330] lr: 3.778e-07, eta: 17:04:59, time: 0.756, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0333, loss_cls: 0.1559, acc: 94.2480, loss_bbox: 0.2084, loss_mask: 0.2137, loss: 0.6330 +2022-09-22 20:23:57,138 - mmdet - INFO - Epoch [25][6700/7330] lr: 3.778e-07, eta: 17:04:20, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0288, loss_cls: 0.1437, acc: 94.6946, loss_bbox: 0.1902, loss_mask: 0.2059, loss: 0.5880 +2022-09-22 20:24:33,378 - mmdet - INFO - Epoch [25][6750/7330] lr: 3.778e-07, eta: 17:03:40, time: 0.725, data_time: 0.013, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0280, loss_cls: 0.1457, acc: 94.5571, loss_bbox: 0.1971, loss_mask: 0.2051, loss: 0.5958 +2022-09-22 20:25:10,544 - mmdet - INFO - Epoch [25][6800/7330] lr: 3.778e-07, eta: 17:03:01, time: 0.743, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0297, loss_cls: 0.1475, acc: 94.5725, loss_bbox: 0.1926, loss_mask: 0.2084, loss: 0.5994 +2022-09-22 20:25:47,296 - mmdet - INFO - Epoch [25][6850/7330] lr: 3.778e-07, eta: 17:02:21, time: 0.735, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0301, loss_cls: 0.1428, acc: 94.6926, loss_bbox: 0.1936, loss_mask: 0.2070, loss: 0.5948 +2022-09-22 20:26:24,240 - mmdet - INFO - Epoch [25][6900/7330] lr: 3.778e-07, eta: 17:01:42, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0297, loss_cls: 0.1526, acc: 94.3120, loss_bbox: 0.1973, loss_mask: 0.2067, loss: 0.6060 +2022-09-22 20:27:00,709 - mmdet - INFO - Epoch [25][6950/7330] lr: 3.778e-07, eta: 17:01:02, time: 0.731, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0318, loss_cls: 0.1606, acc: 94.0618, loss_bbox: 0.2099, loss_mask: 0.2126, loss: 0.6366 +2022-09-22 20:27:37,573 - mmdet - INFO - Epoch [25][7000/7330] lr: 3.778e-07, eta: 17:00:23, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0313, loss_cls: 0.1550, acc: 94.2737, loss_bbox: 0.2046, loss_mask: 0.2101, loss: 0.6217 +2022-09-22 20:28:14,690 - mmdet - INFO - Epoch [25][7050/7330] lr: 3.778e-07, eta: 16:59:44, time: 0.742, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0316, loss_cls: 0.1569, acc: 94.2175, loss_bbox: 0.2058, loss_mask: 0.2083, loss: 0.6232 +2022-09-22 20:28:51,929 - mmdet - INFO - Epoch [25][7100/7330] lr: 3.778e-07, eta: 16:59:05, time: 0.745, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0297, loss_cls: 0.1540, acc: 94.3406, loss_bbox: 0.2041, loss_mask: 0.2090, loss: 0.6159 +2022-09-22 20:29:29,338 - mmdet - INFO - Epoch [25][7150/7330] lr: 3.778e-07, eta: 16:58:27, time: 0.748, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0302, loss_cls: 0.1574, acc: 94.0854, loss_bbox: 0.2108, loss_mask: 0.2106, loss: 0.6291 +2022-09-22 20:30:06,441 - mmdet - INFO - Epoch [25][7200/7330] lr: 3.778e-07, eta: 16:57:48, time: 0.740, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0298, loss_cls: 0.1495, acc: 94.4468, loss_bbox: 0.2002, loss_mask: 0.2079, loss: 0.6075 +2022-09-22 20:30:44,649 - mmdet - INFO - Epoch [25][7250/7330] lr: 3.778e-07, eta: 16:57:11, time: 0.766, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0309, loss_cls: 0.1541, acc: 94.1401, loss_bbox: 0.2098, loss_mask: 0.2062, loss: 0.6218 +2022-09-22 20:31:21,773 - mmdet - INFO - Epoch [25][7300/7330] lr: 3.778e-07, eta: 16:56:32, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0320, loss_cls: 0.1542, acc: 94.2830, loss_bbox: 0.2043, loss_mask: 0.2154, loss: 0.6287 +2022-09-22 20:31:53,518 - mmdet - INFO - Saving checkpoint at 25 epochs +2022-09-22 20:34:24,704 - mmdet - INFO - Evaluating bbox... +2022-09-22 20:34:51,359 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.498 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.727 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.543 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.339 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.538 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.645 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.619 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.619 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.619 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.453 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.658 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.768 + +2022-09-22 20:34:51,359 - mmdet - INFO - Evaluating segm... +2022-09-22 20:35:21,624 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.444 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.694 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.482 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.252 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.482 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.646 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.557 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.557 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.557 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.384 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.602 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.725 + +2022-09-22 20:35:22,110 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 20:35:22,110 - mmdet - INFO - Epoch(val) [25][625] bbox_mAP: 0.4980, bbox_mAP_50: 0.7270, bbox_mAP_75: 0.5430, bbox_mAP_s: 0.3390, bbox_mAP_m: 0.5380, bbox_mAP_l: 0.6450, bbox_mAP_copypaste: 0.498 0.727 0.543 0.339 0.538 0.645, segm_mAP: 0.4440, segm_mAP_50: 0.6940, segm_mAP_75: 0.4820, segm_mAP_s: 0.2520, segm_mAP_m: 0.4820, segm_mAP_l: 0.6460, segm_mAP_copypaste: 0.444 0.694 0.482 0.252 0.482 0.646 +2022-09-22 20:39:21,234 - mmdet - INFO - Epoch [26][50/7330] lr: 3.778e-07, eta: 17:00:11, time: 4.781, data_time: 4.029, memory: 54014, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0311, loss_cls: 0.1519, acc: 94.3101, loss_bbox: 0.1992, loss_mask: 0.2077, loss: 0.6094 +2022-09-22 20:39:58,757 - mmdet - INFO - Epoch [26][100/7330] lr: 3.778e-07, eta: 16:59:33, time: 0.750, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0290, loss_cls: 0.1470, acc: 94.5374, loss_bbox: 0.1954, loss_mask: 0.2022, loss: 0.5927 +2022-09-22 20:40:36,365 - mmdet - INFO - Epoch [26][150/7330] lr: 3.778e-07, eta: 16:58:54, time: 0.752, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0308, loss_cls: 0.1473, acc: 94.5063, loss_bbox: 0.1993, loss_mask: 0.2048, loss: 0.6022 +2022-09-22 20:41:13,792 - mmdet - INFO - Epoch [26][200/7330] lr: 3.778e-07, eta: 16:58:15, time: 0.749, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0297, loss_cls: 0.1414, acc: 94.7068, loss_bbox: 0.1908, loss_mask: 0.2004, loss: 0.5829 +2022-09-22 20:41:51,654 - mmdet - INFO - Epoch [26][250/7330] lr: 3.778e-07, eta: 16:57:37, time: 0.757, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0290, loss_cls: 0.1497, acc: 94.4785, loss_bbox: 0.1972, loss_mask: 0.2025, loss: 0.5989 +2022-09-22 20:42:28,912 - mmdet - INFO - Epoch [26][300/7330] lr: 3.778e-07, eta: 16:56:58, time: 0.745, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0290, loss_cls: 0.1478, acc: 94.4937, loss_bbox: 0.1957, loss_mask: 0.2075, loss: 0.5997 +2022-09-22 20:43:06,153 - mmdet - INFO - Epoch [26][350/7330] lr: 3.778e-07, eta: 16:56:19, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0302, loss_cls: 0.1421, acc: 94.7300, loss_bbox: 0.1904, loss_mask: 0.2011, loss: 0.5835 +2022-09-22 20:43:43,966 - mmdet - INFO - Epoch [26][400/7330] lr: 3.778e-07, eta: 16:55:41, time: 0.756, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0321, loss_cls: 0.1565, acc: 94.1946, loss_bbox: 0.2087, loss_mask: 0.2082, loss: 0.6269 +2022-09-22 20:44:21,446 - mmdet - INFO - Epoch [26][450/7330] lr: 3.778e-07, eta: 16:55:02, time: 0.750, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0321, loss_cls: 0.1539, acc: 94.2642, loss_bbox: 0.2096, loss_mask: 0.2121, loss: 0.6297 +2022-09-22 20:44:58,862 - mmdet - INFO - Epoch [26][500/7330] lr: 3.778e-07, eta: 16:54:23, time: 0.748, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0293, loss_cls: 0.1448, acc: 94.6934, loss_bbox: 0.1930, loss_mask: 0.2006, loss: 0.5864 +2022-09-22 20:45:36,187 - mmdet - INFO - Epoch [26][550/7330] lr: 3.778e-07, eta: 16:53:44, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0324, loss_cls: 0.1502, acc: 94.3843, loss_bbox: 0.2051, loss_mask: 0.2067, loss: 0.6155 +2022-09-22 20:46:14,107 - mmdet - INFO - Epoch [26][600/7330] lr: 3.778e-07, eta: 16:53:06, time: 0.759, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0302, loss_cls: 0.1517, acc: 94.3970, loss_bbox: 0.2046, loss_mask: 0.2052, loss: 0.6123 +2022-09-22 20:46:51,818 - mmdet - INFO - Epoch [26][650/7330] lr: 3.778e-07, eta: 16:52:28, time: 0.755, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0287, loss_cls: 0.1417, acc: 94.7908, loss_bbox: 0.1917, loss_mask: 0.2006, loss: 0.5811 +2022-09-22 20:47:28,349 - mmdet - INFO - Epoch [26][700/7330] lr: 3.778e-07, eta: 16:51:47, time: 0.731, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0321, loss_cls: 0.1509, acc: 94.4512, loss_bbox: 0.1997, loss_mask: 0.2048, loss: 0.6097 +2022-09-22 20:48:05,860 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 20:48:05,863 - mmdet - INFO - Epoch [26][750/7330] lr: 3.778e-07, eta: 16:51:09, time: 0.750, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0293, loss_cls: 0.1422, acc: 94.7810, loss_bbox: 0.1908, loss_mask: 0.2056, loss: 0.5870 +2022-09-22 20:48:43,815 - mmdet - INFO - Epoch [26][800/7330] lr: 3.778e-07, eta: 16:50:31, time: 0.759, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0315, loss_cls: 0.1575, acc: 94.1335, loss_bbox: 0.2063, loss_mask: 0.2133, loss: 0.6291 +2022-09-22 20:49:21,118 - mmdet - INFO - Epoch [26][850/7330] lr: 3.778e-07, eta: 16:49:52, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0287, loss_cls: 0.1495, acc: 94.4937, loss_bbox: 0.1950, loss_mask: 0.2033, loss: 0.5958 +2022-09-22 20:49:58,207 - mmdet - INFO - Epoch [26][900/7330] lr: 3.778e-07, eta: 16:49:12, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0304, loss_cls: 0.1435, acc: 94.7773, loss_bbox: 0.1907, loss_mask: 0.2029, loss: 0.5863 +2022-09-22 20:50:35,551 - mmdet - INFO - Epoch [26][950/7330] lr: 3.778e-07, eta: 16:48:33, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0301, loss_cls: 0.1455, acc: 94.5801, loss_bbox: 0.1944, loss_mask: 0.2050, loss: 0.5953 +2022-09-22 20:51:12,633 - mmdet - INFO - Epoch [26][1000/7330] lr: 3.778e-07, eta: 16:47:54, time: 0.742, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0316, loss_cls: 0.1501, acc: 94.4089, loss_bbox: 0.1990, loss_mask: 0.2066, loss: 0.6096 +2022-09-22 20:51:49,316 - mmdet - INFO - Epoch [26][1050/7330] lr: 3.778e-07, eta: 16:47:14, time: 0.734, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0312, loss_cls: 0.1490, acc: 94.4773, loss_bbox: 0.1926, loss_mask: 0.2008, loss: 0.5930 +2022-09-22 20:52:26,223 - mmdet - INFO - Epoch [26][1100/7330] lr: 3.778e-07, eta: 16:46:35, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0273, loss_cls: 0.1392, acc: 94.9238, loss_bbox: 0.1852, loss_mask: 0.2010, loss: 0.5687 +2022-09-22 20:53:03,761 - mmdet - INFO - Epoch [26][1150/7330] lr: 3.778e-07, eta: 16:45:56, time: 0.751, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0321, loss_cls: 0.1495, acc: 94.4438, loss_bbox: 0.2045, loss_mask: 0.2034, loss: 0.6107 +2022-09-22 20:53:40,969 - mmdet - INFO - Epoch [26][1200/7330] lr: 3.778e-07, eta: 16:45:17, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0299, loss_cls: 0.1483, acc: 94.4436, loss_bbox: 0.2038, loss_mask: 0.2054, loss: 0.6085 +2022-09-22 20:54:18,331 - mmdet - INFO - Epoch [26][1250/7330] lr: 3.778e-07, eta: 16:44:38, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0335, loss_cls: 0.1539, acc: 94.2739, loss_bbox: 0.2047, loss_mask: 0.2055, loss: 0.6176 +2022-09-22 20:54:55,539 - mmdet - INFO - Epoch [26][1300/7330] lr: 3.778e-07, eta: 16:43:59, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0306, loss_cls: 0.1504, acc: 94.3931, loss_bbox: 0.1999, loss_mask: 0.2076, loss: 0.6079 +2022-09-22 20:55:32,082 - mmdet - INFO - Epoch [26][1350/7330] lr: 3.778e-07, eta: 16:43:19, time: 0.731, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0299, loss_cls: 0.1430, acc: 94.5818, loss_bbox: 0.1961, loss_mask: 0.2048, loss: 0.5937 +2022-09-22 20:56:10,889 - mmdet - INFO - Epoch [26][1400/7330] lr: 3.778e-07, eta: 16:42:42, time: 0.776, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0309, loss_cls: 0.1483, acc: 94.5474, loss_bbox: 0.1998, loss_mask: 0.2065, loss: 0.6051 +2022-09-22 20:56:49,611 - mmdet - INFO - Epoch [26][1450/7330] lr: 3.778e-07, eta: 16:42:05, time: 0.774, data_time: 0.044, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0305, loss_cls: 0.1511, acc: 94.3369, loss_bbox: 0.2039, loss_mask: 0.2102, loss: 0.6166 +2022-09-22 20:57:26,201 - mmdet - INFO - Epoch [26][1500/7330] lr: 3.778e-07, eta: 16:41:25, time: 0.732, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0317, loss_cls: 0.1497, acc: 94.4214, loss_bbox: 0.1957, loss_mask: 0.2079, loss: 0.6045 +2022-09-22 20:58:03,749 - mmdet - INFO - Epoch [26][1550/7330] lr: 3.778e-07, eta: 16:40:47, time: 0.751, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0307, loss_cls: 0.1496, acc: 94.3569, loss_bbox: 0.2045, loss_mask: 0.2069, loss: 0.6114 +2022-09-22 20:58:41,102 - mmdet - INFO - Epoch [26][1600/7330] lr: 3.778e-07, eta: 16:40:08, time: 0.747, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0316, loss_cls: 0.1490, acc: 94.5222, loss_bbox: 0.2012, loss_mask: 0.2054, loss: 0.6086 +2022-09-22 20:59:18,489 - mmdet - INFO - Epoch [26][1650/7330] lr: 3.778e-07, eta: 16:39:29, time: 0.747, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0330, loss_cls: 0.1585, acc: 94.2236, loss_bbox: 0.2104, loss_mask: 0.2162, loss: 0.6387 +2022-09-22 20:59:56,577 - mmdet - INFO - Epoch [26][1700/7330] lr: 3.778e-07, eta: 16:38:51, time: 0.761, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0227, loss_rpn_bbox: 0.0345, loss_cls: 0.1596, acc: 94.0146, loss_bbox: 0.2116, loss_mask: 0.2132, loss: 0.6416 +2022-09-22 21:00:33,673 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 21:00:33,677 - mmdet - INFO - Epoch [26][1750/7330] lr: 3.778e-07, eta: 16:38:12, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0300, loss_cls: 0.1508, acc: 94.4126, loss_bbox: 0.2032, loss_mask: 0.2033, loss: 0.6062 +2022-09-22 21:01:10,777 - mmdet - INFO - Epoch [26][1800/7330] lr: 3.778e-07, eta: 16:37:33, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0301, loss_cls: 0.1404, acc: 94.7849, loss_bbox: 0.1869, loss_mask: 0.2079, loss: 0.5860 +2022-09-22 21:01:47,147 - mmdet - INFO - Epoch [26][1850/7330] lr: 3.778e-07, eta: 16:36:52, time: 0.727, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0305, loss_cls: 0.1521, acc: 94.4338, loss_bbox: 0.2014, loss_mask: 0.2099, loss: 0.6141 +2022-09-22 21:02:23,660 - mmdet - INFO - Epoch [26][1900/7330] lr: 3.778e-07, eta: 16:36:12, time: 0.730, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0296, loss_cls: 0.1454, acc: 94.6697, loss_bbox: 0.1959, loss_mask: 0.2065, loss: 0.5996 +2022-09-22 21:03:00,518 - mmdet - INFO - Epoch [26][1950/7330] lr: 3.778e-07, eta: 16:35:33, time: 0.737, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0319, loss_cls: 0.1517, acc: 94.2935, loss_bbox: 0.2049, loss_mask: 0.2157, loss: 0.6262 +2022-09-22 21:03:37,595 - mmdet - INFO - Epoch [26][2000/7330] lr: 3.778e-07, eta: 16:34:53, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0317, loss_cls: 0.1462, acc: 94.5693, loss_bbox: 0.1964, loss_mask: 0.2046, loss: 0.5993 +2022-09-22 21:04:14,344 - mmdet - INFO - Epoch [26][2050/7330] lr: 3.778e-07, eta: 16:34:14, time: 0.735, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0294, loss_cls: 0.1452, acc: 94.6792, loss_bbox: 0.1923, loss_mask: 0.2120, loss: 0.5990 +2022-09-22 21:04:51,900 - mmdet - INFO - Epoch [26][2100/7330] lr: 3.778e-07, eta: 16:33:35, time: 0.751, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0318, loss_cls: 0.1507, acc: 94.3601, loss_bbox: 0.2026, loss_mask: 0.2139, loss: 0.6210 +2022-09-22 21:05:28,559 - mmdet - INFO - Epoch [26][2150/7330] lr: 3.778e-07, eta: 16:32:55, time: 0.733, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0289, loss_cls: 0.1465, acc: 94.6646, loss_bbox: 0.1939, loss_mask: 0.2091, loss: 0.5997 +2022-09-22 21:06:05,480 - mmdet - INFO - Epoch [26][2200/7330] lr: 3.778e-07, eta: 16:32:16, time: 0.738, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0284, loss_cls: 0.1451, acc: 94.6443, loss_bbox: 0.1910, loss_mask: 0.2039, loss: 0.5876 +2022-09-22 21:06:42,534 - mmdet - INFO - Epoch [26][2250/7330] lr: 3.778e-07, eta: 16:31:36, time: 0.741, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0298, loss_cls: 0.1486, acc: 94.5081, loss_bbox: 0.2024, loss_mask: 0.2089, loss: 0.6098 +2022-09-22 21:07:19,833 - mmdet - INFO - Epoch [26][2300/7330] lr: 3.778e-07, eta: 16:30:57, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0316, loss_cls: 0.1543, acc: 94.3687, loss_bbox: 0.2025, loss_mask: 0.2055, loss: 0.6159 +2022-09-22 21:07:56,747 - mmdet - INFO - Epoch [26][2350/7330] lr: 3.778e-07, eta: 16:30:18, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0280, loss_cls: 0.1431, acc: 94.6741, loss_bbox: 0.1949, loss_mask: 0.2030, loss: 0.5883 +2022-09-22 21:08:33,425 - mmdet - INFO - Epoch [26][2400/7330] lr: 3.778e-07, eta: 16:29:38, time: 0.734, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0322, loss_cls: 0.1527, acc: 94.3206, loss_bbox: 0.2077, loss_mask: 0.2093, loss: 0.6233 +2022-09-22 21:09:09,984 - mmdet - INFO - Epoch [26][2450/7330] lr: 3.778e-07, eta: 16:28:58, time: 0.730, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0301, loss_cls: 0.1548, acc: 94.3337, loss_bbox: 0.2020, loss_mask: 0.2003, loss: 0.6085 +2022-09-22 21:09:46,824 - mmdet - INFO - Epoch [26][2500/7330] lr: 3.778e-07, eta: 16:28:19, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0298, loss_cls: 0.1472, acc: 94.5664, loss_bbox: 0.1982, loss_mask: 0.2024, loss: 0.5953 +2022-09-22 21:10:23,674 - mmdet - INFO - Epoch [26][2550/7330] lr: 3.778e-07, eta: 16:27:39, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0315, loss_cls: 0.1561, acc: 94.1973, loss_bbox: 0.2100, loss_mask: 0.2124, loss: 0.6305 +2022-09-22 21:11:01,256 - mmdet - INFO - Epoch [26][2600/7330] lr: 3.778e-07, eta: 16:27:01, time: 0.752, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0311, loss_cls: 0.1547, acc: 94.2473, loss_bbox: 0.2051, loss_mask: 0.2056, loss: 0.6162 +2022-09-22 21:11:37,951 - mmdet - INFO - Epoch [26][2650/7330] lr: 3.778e-07, eta: 16:26:21, time: 0.733, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0299, loss_cls: 0.1510, acc: 94.4275, loss_bbox: 0.2012, loss_mask: 0.2086, loss: 0.6108 +2022-09-22 21:12:15,581 - mmdet - INFO - Epoch [26][2700/7330] lr: 3.778e-07, eta: 16:25:42, time: 0.753, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0294, loss_cls: 0.1419, acc: 94.6938, loss_bbox: 0.1940, loss_mask: 0.2092, loss: 0.5943 +2022-09-22 21:12:52,442 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 21:12:52,449 - mmdet - INFO - Epoch [26][2750/7330] lr: 3.778e-07, eta: 16:25:03, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0315, loss_cls: 0.1538, acc: 94.3022, loss_bbox: 0.2059, loss_mask: 0.2102, loss: 0.6222 +2022-09-22 21:13:29,606 - mmdet - INFO - Epoch [26][2800/7330] lr: 3.778e-07, eta: 16:24:24, time: 0.742, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0319, loss_cls: 0.1494, acc: 94.4534, loss_bbox: 0.2014, loss_mask: 0.2041, loss: 0.6072 +2022-09-22 21:14:06,676 - mmdet - INFO - Epoch [26][2850/7330] lr: 3.778e-07, eta: 16:23:45, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0318, loss_cls: 0.1610, acc: 93.9238, loss_bbox: 0.2126, loss_mask: 0.2116, loss: 0.6380 +2022-09-22 21:14:43,472 - mmdet - INFO - Epoch [26][2900/7330] lr: 3.778e-07, eta: 16:23:05, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0295, loss_cls: 0.1484, acc: 94.5115, loss_bbox: 0.1979, loss_mask: 0.2082, loss: 0.6020 +2022-09-22 21:15:21,140 - mmdet - INFO - Epoch [26][2950/7330] lr: 3.778e-07, eta: 16:22:27, time: 0.753, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0340, loss_cls: 0.1526, acc: 94.3745, loss_bbox: 0.2066, loss_mask: 0.2161, loss: 0.6313 +2022-09-22 21:15:58,831 - mmdet - INFO - Epoch [26][3000/7330] lr: 3.778e-07, eta: 16:21:48, time: 0.754, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0305, loss_cls: 0.1544, acc: 94.2820, loss_bbox: 0.2037, loss_mask: 0.2092, loss: 0.6177 +2022-09-22 21:16:36,106 - mmdet - INFO - Epoch [26][3050/7330] lr: 3.778e-07, eta: 16:21:10, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0312, loss_cls: 0.1540, acc: 94.3049, loss_bbox: 0.2026, loss_mask: 0.2078, loss: 0.6161 +2022-09-22 21:17:12,293 - mmdet - INFO - Epoch [26][3100/7330] lr: 3.778e-07, eta: 16:20:29, time: 0.723, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0286, loss_cls: 0.1460, acc: 94.5779, loss_bbox: 0.1957, loss_mask: 0.2001, loss: 0.5894 +2022-09-22 21:17:49,440 - mmdet - INFO - Epoch [26][3150/7330] lr: 3.778e-07, eta: 16:19:50, time: 0.744, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0299, loss_cls: 0.1474, acc: 94.4646, loss_bbox: 0.2007, loss_mask: 0.2063, loss: 0.6036 +2022-09-22 21:18:26,343 - mmdet - INFO - Epoch [26][3200/7330] lr: 3.778e-07, eta: 16:19:11, time: 0.738, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0307, loss_cls: 0.1546, acc: 94.3787, loss_bbox: 0.2021, loss_mask: 0.2100, loss: 0.6190 +2022-09-22 21:19:02,992 - mmdet - INFO - Epoch [26][3250/7330] lr: 3.778e-07, eta: 16:18:31, time: 0.733, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0297, loss_cls: 0.1509, acc: 94.3999, loss_bbox: 0.1982, loss_mask: 0.2044, loss: 0.6032 +2022-09-22 21:19:39,879 - mmdet - INFO - Epoch [26][3300/7330] lr: 3.778e-07, eta: 16:17:51, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0313, loss_cls: 0.1516, acc: 94.3586, loss_bbox: 0.2050, loss_mask: 0.2082, loss: 0.6155 +2022-09-22 21:20:16,812 - mmdet - INFO - Epoch [26][3350/7330] lr: 3.778e-07, eta: 16:17:12, time: 0.739, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0283, loss_cls: 0.1411, acc: 94.7854, loss_bbox: 0.1892, loss_mask: 0.2043, loss: 0.5825 +2022-09-22 21:20:53,710 - mmdet - INFO - Epoch [26][3400/7330] lr: 3.778e-07, eta: 16:16:33, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0287, loss_cls: 0.1457, acc: 94.5527, loss_bbox: 0.1949, loss_mask: 0.2093, loss: 0.5967 +2022-09-22 21:21:30,561 - mmdet - INFO - Epoch [26][3450/7330] lr: 3.778e-07, eta: 16:15:53, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0305, loss_cls: 0.1526, acc: 94.2478, loss_bbox: 0.2050, loss_mask: 0.2086, loss: 0.6170 +2022-09-22 21:22:07,642 - mmdet - INFO - Epoch [26][3500/7330] lr: 3.778e-07, eta: 16:15:14, time: 0.743, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0313, loss_cls: 0.1571, acc: 94.2346, loss_bbox: 0.2091, loss_mask: 0.2105, loss: 0.6300 +2022-09-22 21:22:44,733 - mmdet - INFO - Epoch [26][3550/7330] lr: 3.778e-07, eta: 16:14:35, time: 0.742, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0302, loss_cls: 0.1464, acc: 94.4685, loss_bbox: 0.1972, loss_mask: 0.2078, loss: 0.5992 +2022-09-22 21:23:22,528 - mmdet - INFO - Epoch [26][3600/7330] lr: 3.778e-07, eta: 16:13:57, time: 0.756, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0323, loss_cls: 0.1539, acc: 94.2993, loss_bbox: 0.2033, loss_mask: 0.2100, loss: 0.6187 +2022-09-22 21:24:00,434 - mmdet - INFO - Epoch [26][3650/7330] lr: 3.778e-07, eta: 16:13:19, time: 0.758, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0303, loss_cls: 0.1487, acc: 94.5105, loss_bbox: 0.1973, loss_mask: 0.2049, loss: 0.6012 +2022-09-22 21:24:37,094 - mmdet - INFO - Epoch [26][3700/7330] lr: 3.778e-07, eta: 16:12:39, time: 0.733, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0312, loss_cls: 0.1530, acc: 94.4404, loss_bbox: 0.2014, loss_mask: 0.2085, loss: 0.6136 +2022-09-22 21:25:14,724 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 21:25:14,731 - mmdet - INFO - Epoch [26][3750/7330] lr: 3.778e-07, eta: 16:12:01, time: 0.753, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0304, loss_cls: 0.1454, acc: 94.5894, loss_bbox: 0.1949, loss_mask: 0.2062, loss: 0.5965 +2022-09-22 21:25:52,111 - mmdet - INFO - Epoch [26][3800/7330] lr: 3.778e-07, eta: 16:11:22, time: 0.748, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0301, loss_cls: 0.1522, acc: 94.3630, loss_bbox: 0.2007, loss_mask: 0.2071, loss: 0.6109 +2022-09-22 21:26:28,888 - mmdet - INFO - Epoch [26][3850/7330] lr: 3.778e-07, eta: 16:10:43, time: 0.736, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0281, loss_cls: 0.1400, acc: 94.7781, loss_bbox: 0.1889, loss_mask: 0.2037, loss: 0.5784 +2022-09-22 21:27:05,896 - mmdet - INFO - Epoch [26][3900/7330] lr: 3.778e-07, eta: 16:10:03, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0217, loss_rpn_bbox: 0.0295, loss_cls: 0.1486, acc: 94.5159, loss_bbox: 0.2010, loss_mask: 0.2070, loss: 0.6077 +2022-09-22 21:27:42,803 - mmdet - INFO - Epoch [26][3950/7330] lr: 3.778e-07, eta: 16:09:24, time: 0.739, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0237, loss_rpn_bbox: 0.0316, loss_cls: 0.1521, acc: 94.4163, loss_bbox: 0.2027, loss_mask: 0.2092, loss: 0.6193 +2022-09-22 21:28:20,367 - mmdet - INFO - Epoch [26][4000/7330] lr: 3.778e-07, eta: 16:08:46, time: 0.751, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0315, loss_cls: 0.1499, acc: 94.3164, loss_bbox: 0.2008, loss_mask: 0.2099, loss: 0.6123 +2022-09-22 21:28:57,236 - mmdet - INFO - Epoch [26][4050/7330] lr: 3.778e-07, eta: 16:08:06, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0302, loss_cls: 0.1512, acc: 94.4668, loss_bbox: 0.1947, loss_mask: 0.2082, loss: 0.6069 +2022-09-22 21:29:33,956 - mmdet - INFO - Epoch [26][4100/7330] lr: 3.778e-07, eta: 16:07:27, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0306, loss_cls: 0.1560, acc: 94.2515, loss_bbox: 0.2037, loss_mask: 0.2037, loss: 0.6149 +2022-09-22 21:30:10,910 - mmdet - INFO - Epoch [26][4150/7330] lr: 3.778e-07, eta: 16:06:47, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0338, loss_cls: 0.1595, acc: 93.9883, loss_bbox: 0.2120, loss_mask: 0.2131, loss: 0.6405 +2022-09-22 21:30:47,696 - mmdet - INFO - Epoch [26][4200/7330] lr: 3.778e-07, eta: 16:06:08, time: 0.736, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0300, loss_cls: 0.1438, acc: 94.7600, loss_bbox: 0.1916, loss_mask: 0.2030, loss: 0.5891 +2022-09-22 21:31:25,104 - mmdet - INFO - Epoch [26][4250/7330] lr: 3.778e-07, eta: 16:05:29, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0299, loss_cls: 0.1543, acc: 94.3503, loss_bbox: 0.2007, loss_mask: 0.2093, loss: 0.6149 +2022-09-22 21:32:02,089 - mmdet - INFO - Epoch [26][4300/7330] lr: 3.778e-07, eta: 16:04:50, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0306, loss_cls: 0.1496, acc: 94.4280, loss_bbox: 0.2013, loss_mask: 0.2088, loss: 0.6108 +2022-09-22 21:32:39,063 - mmdet - INFO - Epoch [26][4350/7330] lr: 3.778e-07, eta: 16:04:11, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0278, loss_cls: 0.1481, acc: 94.5583, loss_bbox: 0.1958, loss_mask: 0.2051, loss: 0.5951 +2022-09-22 21:33:16,325 - mmdet - INFO - Epoch [26][4400/7330] lr: 3.778e-07, eta: 16:03:32, time: 0.745, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0312, loss_cls: 0.1520, acc: 94.4478, loss_bbox: 0.2034, loss_mask: 0.2062, loss: 0.6142 +2022-09-22 21:33:53,553 - mmdet - INFO - Epoch [26][4450/7330] lr: 3.778e-07, eta: 16:02:53, time: 0.745, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0321, loss_cls: 0.1547, acc: 94.2175, loss_bbox: 0.2089, loss_mask: 0.2128, loss: 0.6291 +2022-09-22 21:34:31,113 - mmdet - INFO - Epoch [26][4500/7330] lr: 3.778e-07, eta: 16:02:15, time: 0.750, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0314, loss_cls: 0.1558, acc: 94.2070, loss_bbox: 0.2043, loss_mask: 0.2057, loss: 0.6192 +2022-09-22 21:35:07,874 - mmdet - INFO - Epoch [26][4550/7330] lr: 3.778e-07, eta: 16:01:35, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0282, loss_cls: 0.1443, acc: 94.6753, loss_bbox: 0.1932, loss_mask: 0.2081, loss: 0.5949 +2022-09-22 21:35:44,814 - mmdet - INFO - Epoch [26][4600/7330] lr: 3.778e-07, eta: 16:00:56, time: 0.739, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0304, loss_cls: 0.1592, acc: 94.1060, loss_bbox: 0.2060, loss_mask: 0.2099, loss: 0.6273 +2022-09-22 21:36:21,681 - mmdet - INFO - Epoch [26][4650/7330] lr: 3.778e-07, eta: 16:00:17, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0327, loss_cls: 0.1545, acc: 94.2783, loss_bbox: 0.2052, loss_mask: 0.2068, loss: 0.6210 +2022-09-22 21:36:58,916 - mmdet - INFO - Epoch [26][4700/7330] lr: 3.778e-07, eta: 15:59:38, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0311, loss_cls: 0.1456, acc: 94.6372, loss_bbox: 0.1963, loss_mask: 0.2049, loss: 0.5975 +2022-09-22 21:37:36,007 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 21:37:36,008 - mmdet - INFO - Epoch [26][4750/7330] lr: 3.778e-07, eta: 15:58:59, time: 0.742, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0293, loss_cls: 0.1462, acc: 94.5903, loss_bbox: 0.1917, loss_mask: 0.2031, loss: 0.5888 +2022-09-22 21:38:12,861 - mmdet - INFO - Epoch [26][4800/7330] lr: 3.778e-07, eta: 15:58:19, time: 0.736, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0290, loss_cls: 0.1500, acc: 94.3677, loss_bbox: 0.1997, loss_mask: 0.2086, loss: 0.6061 +2022-09-22 21:38:49,996 - mmdet - INFO - Epoch [26][4850/7330] lr: 3.778e-07, eta: 15:57:40, time: 0.744, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0297, loss_cls: 0.1469, acc: 94.5898, loss_bbox: 0.2022, loss_mask: 0.2086, loss: 0.6068 +2022-09-22 21:39:26,993 - mmdet - INFO - Epoch [26][4900/7330] lr: 3.778e-07, eta: 15:57:01, time: 0.740, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0292, loss_cls: 0.1423, acc: 94.7446, loss_bbox: 0.1901, loss_mask: 0.2048, loss: 0.5856 +2022-09-22 21:40:03,966 - mmdet - INFO - Epoch [26][4950/7330] lr: 3.778e-07, eta: 15:56:22, time: 0.739, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0298, loss_cls: 0.1481, acc: 94.5037, loss_bbox: 0.1953, loss_mask: 0.2092, loss: 0.6018 +2022-09-22 21:40:41,470 - mmdet - INFO - Epoch [26][5000/7330] lr: 3.778e-07, eta: 15:55:44, time: 0.749, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0327, loss_cls: 0.1554, acc: 94.2673, loss_bbox: 0.2010, loss_mask: 0.2065, loss: 0.6181 +2022-09-22 21:41:18,153 - mmdet - INFO - Epoch [26][5050/7330] lr: 3.778e-07, eta: 15:55:04, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0313, loss_cls: 0.1473, acc: 94.5750, loss_bbox: 0.1928, loss_mask: 0.2043, loss: 0.5962 +2022-09-22 21:41:54,880 - mmdet - INFO - Epoch [26][5100/7330] lr: 3.778e-07, eta: 15:54:25, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0317, loss_cls: 0.1495, acc: 94.3857, loss_bbox: 0.2019, loss_mask: 0.2051, loss: 0.6087 +2022-09-22 21:42:31,712 - mmdet - INFO - Epoch [26][5150/7330] lr: 3.778e-07, eta: 15:53:45, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0288, loss_cls: 0.1393, acc: 94.8774, loss_bbox: 0.1879, loss_mask: 0.2029, loss: 0.5788 +2022-09-22 21:43:08,437 - mmdet - INFO - Epoch [26][5200/7330] lr: 3.778e-07, eta: 15:53:06, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0303, loss_cls: 0.1515, acc: 94.3567, loss_bbox: 0.2002, loss_mask: 0.2123, loss: 0.6164 +2022-09-22 21:43:46,182 - mmdet - INFO - Epoch [26][5250/7330] lr: 3.778e-07, eta: 15:52:28, time: 0.754, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0300, loss_cls: 0.1519, acc: 94.4272, loss_bbox: 0.2033, loss_mask: 0.2053, loss: 0.6120 +2022-09-22 21:44:23,852 - mmdet - INFO - Epoch [26][5300/7330] lr: 3.778e-07, eta: 15:51:49, time: 0.754, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0314, loss_cls: 0.1496, acc: 94.4827, loss_bbox: 0.2012, loss_mask: 0.2108, loss: 0.6142 +2022-09-22 21:44:59,952 - mmdet - INFO - Epoch [26][5350/7330] lr: 3.778e-07, eta: 15:51:09, time: 0.722, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0309, loss_cls: 0.1458, acc: 94.5454, loss_bbox: 0.1953, loss_mask: 0.2024, loss: 0.5947 +2022-09-22 21:45:37,349 - mmdet - INFO - Epoch [26][5400/7330] lr: 3.778e-07, eta: 15:50:31, time: 0.747, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0302, loss_cls: 0.1544, acc: 94.3616, loss_bbox: 0.2019, loss_mask: 0.2085, loss: 0.6165 +2022-09-22 21:46:14,774 - mmdet - INFO - Epoch [26][5450/7330] lr: 3.778e-07, eta: 15:49:52, time: 0.749, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0286, loss_cls: 0.1465, acc: 94.6033, loss_bbox: 0.1917, loss_mask: 0.2044, loss: 0.5891 +2022-09-22 21:46:51,439 - mmdet - INFO - Epoch [26][5500/7330] lr: 3.778e-07, eta: 15:49:12, time: 0.733, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0333, loss_cls: 0.1522, acc: 94.2727, loss_bbox: 0.2075, loss_mask: 0.2109, loss: 0.6259 +2022-09-22 21:47:27,703 - mmdet - INFO - Epoch [26][5550/7330] lr: 3.778e-07, eta: 15:48:32, time: 0.726, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0298, loss_cls: 0.1489, acc: 94.5225, loss_bbox: 0.2011, loss_mask: 0.2075, loss: 0.6086 +2022-09-22 21:48:04,988 - mmdet - INFO - Epoch [26][5600/7330] lr: 3.778e-07, eta: 15:47:54, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0297, loss_cls: 0.1468, acc: 94.5208, loss_bbox: 0.1938, loss_mask: 0.2033, loss: 0.5920 +2022-09-22 21:48:41,797 - mmdet - INFO - Epoch [26][5650/7330] lr: 3.778e-07, eta: 15:47:14, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0307, loss_cls: 0.1536, acc: 94.3293, loss_bbox: 0.2032, loss_mask: 0.2069, loss: 0.6149 +2022-09-22 21:49:19,110 - mmdet - INFO - Epoch [26][5700/7330] lr: 3.778e-07, eta: 15:46:36, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0281, loss_cls: 0.1459, acc: 94.5964, loss_bbox: 0.1912, loss_mask: 0.2072, loss: 0.5914 +2022-09-22 21:49:55,730 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 21:49:55,732 - mmdet - INFO - Epoch [26][5750/7330] lr: 3.778e-07, eta: 15:45:56, time: 0.733, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0317, loss_cls: 0.1511, acc: 94.3799, loss_bbox: 0.1997, loss_mask: 0.2095, loss: 0.6115 +2022-09-22 21:50:32,497 - mmdet - INFO - Epoch [26][5800/7330] lr: 3.778e-07, eta: 15:45:17, time: 0.734, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0305, loss_cls: 0.1577, acc: 94.1748, loss_bbox: 0.2087, loss_mask: 0.2152, loss: 0.6329 +2022-09-22 21:51:09,318 - mmdet - INFO - Epoch [26][5850/7330] lr: 3.778e-07, eta: 15:44:37, time: 0.737, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0295, loss_cls: 0.1480, acc: 94.5632, loss_bbox: 0.1969, loss_mask: 0.2043, loss: 0.5991 +2022-09-22 21:51:46,056 - mmdet - INFO - Epoch [26][5900/7330] lr: 3.778e-07, eta: 15:43:58, time: 0.734, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0324, loss_cls: 0.1543, acc: 94.2295, loss_bbox: 0.2040, loss_mask: 0.2070, loss: 0.6186 +2022-09-22 21:52:23,733 - mmdet - INFO - Epoch [26][5950/7330] lr: 3.778e-07, eta: 15:43:20, time: 0.754, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0315, loss_cls: 0.1533, acc: 94.3057, loss_bbox: 0.2060, loss_mask: 0.2114, loss: 0.6227 +2022-09-22 21:53:01,188 - mmdet - INFO - Epoch [26][6000/7330] lr: 3.778e-07, eta: 15:42:41, time: 0.749, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0344, loss_cls: 0.1560, acc: 94.2629, loss_bbox: 0.2082, loss_mask: 0.2123, loss: 0.6320 +2022-09-22 21:53:38,216 - mmdet - INFO - Epoch [26][6050/7330] lr: 3.778e-07, eta: 15:42:02, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0294, loss_cls: 0.1459, acc: 94.6599, loss_bbox: 0.1933, loss_mask: 0.2027, loss: 0.5905 +2022-09-22 21:54:15,310 - mmdet - INFO - Epoch [26][6100/7330] lr: 3.778e-07, eta: 15:41:23, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0297, loss_cls: 0.1509, acc: 94.4285, loss_bbox: 0.2039, loss_mask: 0.2125, loss: 0.6170 +2022-09-22 21:54:52,767 - mmdet - INFO - Epoch [26][6150/7330] lr: 3.778e-07, eta: 15:40:45, time: 0.749, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0323, loss_cls: 0.1537, acc: 94.3882, loss_bbox: 0.2031, loss_mask: 0.2110, loss: 0.6193 +2022-09-22 21:55:29,440 - mmdet - INFO - Epoch [26][6200/7330] lr: 3.778e-07, eta: 15:40:05, time: 0.732, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0316, loss_cls: 0.1554, acc: 94.2664, loss_bbox: 0.2034, loss_mask: 0.2061, loss: 0.6175 +2022-09-22 21:56:06,990 - mmdet - INFO - Epoch [26][6250/7330] lr: 3.778e-07, eta: 15:39:27, time: 0.752, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0308, loss_cls: 0.1484, acc: 94.5869, loss_bbox: 0.1979, loss_mask: 0.2049, loss: 0.6013 +2022-09-22 21:56:43,770 - mmdet - INFO - Epoch [26][6300/7330] lr: 3.778e-07, eta: 15:38:48, time: 0.736, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0314, loss_cls: 0.1561, acc: 94.0989, loss_bbox: 0.2064, loss_mask: 0.2075, loss: 0.6223 +2022-09-22 21:57:21,085 - mmdet - INFO - Epoch [26][6350/7330] lr: 3.778e-07, eta: 15:38:09, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0311, loss_cls: 0.1572, acc: 94.1689, loss_bbox: 0.2051, loss_mask: 0.2064, loss: 0.6208 +2022-09-22 21:57:58,077 - mmdet - INFO - Epoch [26][6400/7330] lr: 3.778e-07, eta: 15:37:30, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0289, loss_cls: 0.1549, acc: 94.3696, loss_bbox: 0.2014, loss_mask: 0.2082, loss: 0.6131 +2022-09-22 21:58:34,639 - mmdet - INFO - Epoch [26][6450/7330] lr: 3.778e-07, eta: 15:36:51, time: 0.732, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0302, loss_cls: 0.1534, acc: 94.2925, loss_bbox: 0.1990, loss_mask: 0.2052, loss: 0.6078 +2022-09-22 21:59:12,258 - mmdet - INFO - Epoch [26][6500/7330] lr: 3.778e-07, eta: 15:36:12, time: 0.752, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0296, loss_cls: 0.1482, acc: 94.5474, loss_bbox: 0.1958, loss_mask: 0.2074, loss: 0.6010 +2022-09-22 21:59:49,079 - mmdet - INFO - Epoch [26][6550/7330] lr: 3.778e-07, eta: 15:35:33, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0293, loss_cls: 0.1425, acc: 94.7456, loss_bbox: 0.1889, loss_mask: 0.1987, loss: 0.5782 +2022-09-22 22:00:26,639 - mmdet - INFO - Epoch [26][6600/7330] lr: 3.778e-07, eta: 15:34:55, time: 0.752, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0296, loss_cls: 0.1540, acc: 94.3159, loss_bbox: 0.2047, loss_mask: 0.2080, loss: 0.6188 +2022-09-22 22:01:03,615 - mmdet - INFO - Epoch [26][6650/7330] lr: 3.778e-07, eta: 15:34:16, time: 0.739, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0297, loss_cls: 0.1496, acc: 94.5310, loss_bbox: 0.2017, loss_mask: 0.2050, loss: 0.6070 +2022-09-22 22:01:40,899 - mmdet - INFO - Epoch [26][6700/7330] lr: 3.778e-07, eta: 15:33:37, time: 0.746, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0306, loss_cls: 0.1541, acc: 94.2161, loss_bbox: 0.2039, loss_mask: 0.2147, loss: 0.6244 +2022-09-22 22:02:18,204 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 22:02:18,205 - mmdet - INFO - Epoch [26][6750/7330] lr: 3.778e-07, eta: 15:32:58, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0312, loss_cls: 0.1572, acc: 94.1633, loss_bbox: 0.2046, loss_mask: 0.2101, loss: 0.6242 +2022-09-22 22:02:54,878 - mmdet - INFO - Epoch [26][6800/7330] lr: 3.778e-07, eta: 15:32:19, time: 0.732, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0309, loss_cls: 0.1527, acc: 94.4380, loss_bbox: 0.2022, loss_mask: 0.2109, loss: 0.6186 +2022-09-22 22:03:32,622 - mmdet - INFO - Epoch [26][6850/7330] lr: 3.778e-07, eta: 15:31:41, time: 0.756, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0300, loss_cls: 0.1452, acc: 94.5515, loss_bbox: 0.1969, loss_mask: 0.2081, loss: 0.6013 +2022-09-22 22:04:09,622 - mmdet - INFO - Epoch [26][6900/7330] lr: 3.778e-07, eta: 15:31:02, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0285, loss_cls: 0.1473, acc: 94.5671, loss_bbox: 0.1960, loss_mask: 0.2066, loss: 0.5975 +2022-09-22 22:04:46,501 - mmdet - INFO - Epoch [26][6950/7330] lr: 3.778e-07, eta: 15:30:23, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0278, loss_cls: 0.1380, acc: 94.9133, loss_bbox: 0.1875, loss_mask: 0.1960, loss: 0.5679 +2022-09-22 22:05:22,967 - mmdet - INFO - Epoch [26][7000/7330] lr: 3.778e-07, eta: 15:29:43, time: 0.729, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0290, loss_cls: 0.1390, acc: 94.7795, loss_bbox: 0.1853, loss_mask: 0.1970, loss: 0.5684 +2022-09-22 22:06:00,097 - mmdet - INFO - Epoch [26][7050/7330] lr: 3.778e-07, eta: 15:29:04, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0331, loss_cls: 0.1440, acc: 94.6042, loss_bbox: 0.1895, loss_mask: 0.1989, loss: 0.5855 +2022-09-22 22:06:37,249 - mmdet - INFO - Epoch [26][7100/7330] lr: 3.778e-07, eta: 15:28:25, time: 0.744, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0306, loss_cls: 0.1451, acc: 94.6697, loss_bbox: 0.1939, loss_mask: 0.2014, loss: 0.5913 +2022-09-22 22:07:13,952 - mmdet - INFO - Epoch [26][7150/7330] lr: 3.778e-07, eta: 15:27:46, time: 0.734, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0317, loss_cls: 0.1588, acc: 94.1426, loss_bbox: 0.2058, loss_mask: 0.2086, loss: 0.6267 +2022-09-22 22:07:51,266 - mmdet - INFO - Epoch [26][7200/7330] lr: 3.778e-07, eta: 15:27:08, time: 0.746, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0315, loss_cls: 0.1524, acc: 94.3306, loss_bbox: 0.2022, loss_mask: 0.2041, loss: 0.6094 +2022-09-22 22:08:28,595 - mmdet - INFO - Epoch [26][7250/7330] lr: 3.778e-07, eta: 15:26:29, time: 0.747, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0290, loss_cls: 0.1440, acc: 94.6216, loss_bbox: 0.1914, loss_mask: 0.2041, loss: 0.5888 +2022-09-22 22:09:06,136 - mmdet - INFO - Epoch [26][7300/7330] lr: 3.778e-07, eta: 15:25:51, time: 0.751, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0304, loss_cls: 0.1483, acc: 94.5732, loss_bbox: 0.1964, loss_mask: 0.2069, loss: 0.6035 +2022-09-22 22:09:38,086 - mmdet - INFO - Saving checkpoint at 26 epochs +2022-09-22 22:12:16,985 - mmdet - INFO - Evaluating bbox... +2022-09-22 22:12:44,163 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.504 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.728 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.554 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.342 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.543 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.658 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.625 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.625 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.625 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.464 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.663 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.775 + +2022-09-22 22:12:44,164 - mmdet - INFO - Evaluating segm... +2022-09-22 22:13:12,964 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.446 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.700 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.484 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.256 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.483 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.646 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.561 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.561 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.561 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.390 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.605 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.728 + +2022-09-22 22:13:13,422 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 22:13:13,423 - mmdet - INFO - Epoch(val) [26][625] bbox_mAP: 0.5040, bbox_mAP_50: 0.7280, bbox_mAP_75: 0.5540, bbox_mAP_s: 0.3420, bbox_mAP_m: 0.5430, bbox_mAP_l: 0.6580, bbox_mAP_copypaste: 0.504 0.728 0.554 0.342 0.543 0.658, segm_mAP: 0.4460, segm_mAP_50: 0.7000, segm_mAP_75: 0.4840, segm_mAP_s: 0.2560, segm_mAP_m: 0.4830, segm_mAP_l: 0.6460, segm_mAP_copypaste: 0.446 0.700 0.484 0.256 0.483 0.646 +2022-09-22 22:16:09,924 - mmdet - INFO - Epoch [27][50/7330] lr: 3.778e-07, eta: 15:27:15, time: 3.530, data_time: 2.788, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0298, loss_cls: 0.1428, acc: 94.6931, loss_bbox: 0.1916, loss_mask: 0.2022, loss: 0.5851 +2022-09-22 22:16:47,932 - mmdet - INFO - Epoch [27][100/7330] lr: 3.778e-07, eta: 15:26:37, time: 0.760, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0296, loss_cls: 0.1398, acc: 94.8333, loss_bbox: 0.1895, loss_mask: 0.2027, loss: 0.5807 +2022-09-22 22:17:24,950 - mmdet - INFO - Epoch [27][150/7330] lr: 3.778e-07, eta: 15:25:58, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0300, loss_cls: 0.1509, acc: 94.2852, loss_bbox: 0.2030, loss_mask: 0.2103, loss: 0.6146 +2022-09-22 22:18:02,124 - mmdet - INFO - Epoch [27][200/7330] lr: 3.778e-07, eta: 15:25:19, time: 0.744, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0314, loss_cls: 0.1471, acc: 94.5876, loss_bbox: 0.1976, loss_mask: 0.2094, loss: 0.6058 +2022-09-22 22:18:38,966 - mmdet - INFO - Epoch [27][250/7330] lr: 3.778e-07, eta: 15:24:39, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0301, loss_cls: 0.1463, acc: 94.6816, loss_bbox: 0.1953, loss_mask: 0.2049, loss: 0.5977 +2022-09-22 22:19:15,629 - mmdet - INFO - Epoch [27][300/7330] lr: 3.778e-07, eta: 15:24:00, time: 0.733, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0309, loss_cls: 0.1356, acc: 94.8999, loss_bbox: 0.1887, loss_mask: 0.2058, loss: 0.5830 +2022-09-22 22:19:52,868 - mmdet - INFO - Epoch [27][350/7330] lr: 3.778e-07, eta: 15:23:21, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0296, loss_cls: 0.1331, acc: 95.0486, loss_bbox: 0.1830, loss_mask: 0.1999, loss: 0.5649 +2022-09-22 22:20:30,005 - mmdet - INFO - Epoch [27][400/7330] lr: 3.778e-07, eta: 15:22:42, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0300, loss_cls: 0.1448, acc: 94.6143, loss_bbox: 0.1949, loss_mask: 0.2047, loss: 0.5931 +2022-09-22 22:21:06,913 - mmdet - INFO - Epoch [27][450/7330] lr: 3.778e-07, eta: 15:22:02, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0280, loss_cls: 0.1412, acc: 94.7009, loss_bbox: 0.1926, loss_mask: 0.2006, loss: 0.5791 +2022-09-22 22:21:43,640 - mmdet - INFO - Epoch [27][500/7330] lr: 3.778e-07, eta: 15:21:23, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0288, loss_cls: 0.1370, acc: 94.8989, loss_bbox: 0.1883, loss_mask: 0.2012, loss: 0.5736 +2022-09-22 22:22:20,078 - mmdet - INFO - Epoch [27][550/7330] lr: 3.778e-07, eta: 15:20:43, time: 0.728, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0292, loss_cls: 0.1416, acc: 94.8074, loss_bbox: 0.1918, loss_mask: 0.2046, loss: 0.5881 +2022-09-22 22:22:56,677 - mmdet - INFO - Epoch [27][600/7330] lr: 3.778e-07, eta: 15:20:03, time: 0.732, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0298, loss_cls: 0.1502, acc: 94.3877, loss_bbox: 0.2013, loss_mask: 0.2052, loss: 0.6051 +2022-09-22 22:23:34,302 - mmdet - INFO - Epoch [27][650/7330] lr: 3.778e-07, eta: 15:19:25, time: 0.752, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0295, loss_cls: 0.1437, acc: 94.6277, loss_bbox: 0.1926, loss_mask: 0.2030, loss: 0.5875 +2022-09-22 22:24:11,346 - mmdet - INFO - Epoch [27][700/7330] lr: 3.778e-07, eta: 15:18:46, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0293, loss_cls: 0.1449, acc: 94.6536, loss_bbox: 0.1921, loss_mask: 0.2073, loss: 0.5927 +2022-09-22 22:24:48,444 - mmdet - INFO - Epoch [27][750/7330] lr: 3.778e-07, eta: 15:18:07, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0316, loss_cls: 0.1512, acc: 94.3066, loss_bbox: 0.2051, loss_mask: 0.2092, loss: 0.6164 +2022-09-22 22:25:25,689 - mmdet - INFO - Epoch [27][800/7330] lr: 3.778e-07, eta: 15:17:28, time: 0.745, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0277, loss_cls: 0.1432, acc: 94.6582, loss_bbox: 0.1911, loss_mask: 0.2020, loss: 0.5803 +2022-09-22 22:26:02,040 - mmdet - INFO - Epoch [27][850/7330] lr: 3.778e-07, eta: 15:16:48, time: 0.727, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0300, loss_cls: 0.1459, acc: 94.7024, loss_bbox: 0.1946, loss_mask: 0.2055, loss: 0.5949 +2022-09-22 22:26:39,493 - mmdet - INFO - Epoch [27][900/7330] lr: 3.778e-07, eta: 15:16:10, time: 0.749, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0284, loss_cls: 0.1423, acc: 94.7773, loss_bbox: 0.1893, loss_mask: 0.2025, loss: 0.5810 +2022-09-22 22:27:16,831 - mmdet - INFO - Epoch [27][950/7330] lr: 3.778e-07, eta: 15:15:31, time: 0.746, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0292, loss_cls: 0.1421, acc: 94.7024, loss_bbox: 0.1932, loss_mask: 0.2022, loss: 0.5861 +2022-09-22 22:27:54,746 - mmdet - INFO - Epoch [27][1000/7330] lr: 3.778e-07, eta: 15:14:53, time: 0.759, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0304, loss_cls: 0.1499, acc: 94.3530, loss_bbox: 0.1984, loss_mask: 0.2065, loss: 0.6062 +2022-09-22 22:28:32,305 - mmdet - INFO - Epoch [27][1050/7330] lr: 3.778e-07, eta: 15:14:14, time: 0.751, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0308, loss_cls: 0.1524, acc: 94.2947, loss_bbox: 0.2084, loss_mask: 0.2092, loss: 0.6222 +2022-09-22 22:29:09,307 - mmdet - INFO - Epoch [27][1100/7330] lr: 3.778e-07, eta: 15:13:35, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0294, loss_cls: 0.1420, acc: 94.8242, loss_bbox: 0.1884, loss_mask: 0.1974, loss: 0.5753 +2022-09-22 22:29:46,426 - mmdet - INFO - Epoch [27][1150/7330] lr: 3.778e-07, eta: 15:12:56, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0298, loss_cls: 0.1470, acc: 94.4717, loss_bbox: 0.1983, loss_mask: 0.2074, loss: 0.6013 +2022-09-22 22:30:23,614 - mmdet - INFO - Epoch [27][1200/7330] lr: 3.778e-07, eta: 15:12:17, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0263, loss_cls: 0.1365, acc: 94.8203, loss_bbox: 0.1880, loss_mask: 0.2046, loss: 0.5729 +2022-09-22 22:31:00,238 - mmdet - INFO - Epoch [27][1250/7330] lr: 3.778e-07, eta: 15:11:38, time: 0.733, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0301, loss_cls: 0.1488, acc: 94.5132, loss_bbox: 0.1973, loss_mask: 0.2071, loss: 0.6026 +2022-09-22 22:31:37,525 - mmdet - INFO - Epoch [27][1300/7330] lr: 3.778e-07, eta: 15:10:59, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0306, loss_cls: 0.1501, acc: 94.4812, loss_bbox: 0.1995, loss_mask: 0.2033, loss: 0.6023 +2022-09-22 22:32:14,711 - mmdet - INFO - Epoch [27][1350/7330] lr: 3.778e-07, eta: 15:10:20, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0310, loss_cls: 0.1499, acc: 94.4050, loss_bbox: 0.2006, loss_mask: 0.2110, loss: 0.6116 +2022-09-22 22:32:51,192 - mmdet - INFO - Epoch [27][1400/7330] lr: 3.778e-07, eta: 15:09:40, time: 0.730, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0287, loss_cls: 0.1427, acc: 94.6877, loss_bbox: 0.1906, loss_mask: 0.2043, loss: 0.5867 +2022-09-22 22:33:28,332 - mmdet - INFO - Epoch [27][1450/7330] lr: 3.778e-07, eta: 15:09:01, time: 0.743, data_time: 0.024, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0321, loss_cls: 0.1543, acc: 94.2693, loss_bbox: 0.2059, loss_mask: 0.2081, loss: 0.6213 +2022-09-22 22:34:05,066 - mmdet - INFO - Epoch [27][1500/7330] lr: 3.778e-07, eta: 15:08:22, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0272, loss_cls: 0.1397, acc: 94.8110, loss_bbox: 0.1881, loss_mask: 0.2023, loss: 0.5757 +2022-09-22 22:34:42,153 - mmdet - INFO - Epoch [27][1550/7330] lr: 3.778e-07, eta: 15:07:43, time: 0.742, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0305, loss_cls: 0.1513, acc: 94.4292, loss_bbox: 0.2013, loss_mask: 0.2079, loss: 0.6107 +2022-09-22 22:35:18,792 - mmdet - INFO - Epoch [27][1600/7330] lr: 3.778e-07, eta: 15:07:04, time: 0.733, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0212, loss_rpn_bbox: 0.0314, loss_cls: 0.1484, acc: 94.4565, loss_bbox: 0.2012, loss_mask: 0.2070, loss: 0.6092 +2022-09-22 22:35:55,487 - mmdet - INFO - Epoch [27][1650/7330] lr: 3.778e-07, eta: 15:06:24, time: 0.734, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0285, loss_cls: 0.1368, acc: 94.9102, loss_bbox: 0.1833, loss_mask: 0.2010, loss: 0.5675 +2022-09-22 22:36:33,219 - mmdet - INFO - Epoch [27][1700/7330] lr: 3.778e-07, eta: 15:05:46, time: 0.755, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0321, loss_cls: 0.1622, acc: 94.0513, loss_bbox: 0.2081, loss_mask: 0.2099, loss: 0.6326 +2022-09-22 22:37:10,122 - mmdet - INFO - Epoch [27][1750/7330] lr: 3.778e-07, eta: 15:05:07, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0309, loss_cls: 0.1493, acc: 94.3950, loss_bbox: 0.1958, loss_mask: 0.2086, loss: 0.6034 +2022-09-22 22:37:47,140 - mmdet - INFO - Epoch [27][1800/7330] lr: 3.778e-07, eta: 15:04:28, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0318, loss_cls: 0.1479, acc: 94.4487, loss_bbox: 0.2007, loss_mask: 0.2106, loss: 0.6118 +2022-09-22 22:38:24,568 - mmdet - INFO - Epoch [27][1850/7330] lr: 3.778e-07, eta: 15:03:49, time: 0.749, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0305, loss_cls: 0.1517, acc: 94.3699, loss_bbox: 0.2027, loss_mask: 0.2068, loss: 0.6112 +2022-09-22 22:39:01,479 - mmdet - INFO - Epoch [27][1900/7330] lr: 3.778e-07, eta: 15:03:10, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0280, loss_cls: 0.1462, acc: 94.6411, loss_bbox: 0.1934, loss_mask: 0.2037, loss: 0.5908 +2022-09-22 22:39:38,078 - mmdet - INFO - Epoch [27][1950/7330] lr: 3.778e-07, eta: 15:02:30, time: 0.732, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0284, loss_cls: 0.1504, acc: 94.3652, loss_bbox: 0.1962, loss_mask: 0.2075, loss: 0.6018 +2022-09-22 22:40:15,596 - mmdet - INFO - Epoch [27][2000/7330] lr: 3.778e-07, eta: 15:01:52, time: 0.750, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0335, loss_cls: 0.1614, acc: 93.9932, loss_bbox: 0.2164, loss_mask: 0.2094, loss: 0.6421 +2022-09-22 22:40:52,741 - mmdet - INFO - Epoch [27][2050/7330] lr: 3.778e-07, eta: 15:01:13, time: 0.744, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0214, loss_rpn_bbox: 0.0319, loss_cls: 0.1563, acc: 94.2031, loss_bbox: 0.2049, loss_mask: 0.2023, loss: 0.6168 +2022-09-22 22:41:29,895 - mmdet - INFO - Epoch [27][2100/7330] lr: 3.778e-07, eta: 15:00:34, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0312, loss_cls: 0.1512, acc: 94.4485, loss_bbox: 0.2010, loss_mask: 0.2083, loss: 0.6128 +2022-09-22 22:42:06,842 - mmdet - INFO - Epoch [27][2150/7330] lr: 3.778e-07, eta: 14:59:55, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0309, loss_cls: 0.1434, acc: 94.5950, loss_bbox: 0.1923, loss_mask: 0.2027, loss: 0.5889 +2022-09-22 22:42:44,066 - mmdet - INFO - Epoch [27][2200/7330] lr: 3.778e-07, eta: 14:59:16, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0282, loss_cls: 0.1461, acc: 94.5317, loss_bbox: 0.1951, loss_mask: 0.1995, loss: 0.5891 +2022-09-22 22:43:20,811 - mmdet - INFO - Epoch [27][2250/7330] lr: 3.778e-07, eta: 14:58:37, time: 0.735, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0290, loss_cls: 0.1449, acc: 94.5901, loss_bbox: 0.1910, loss_mask: 0.2024, loss: 0.5869 +2022-09-22 22:43:57,599 - mmdet - INFO - Epoch [27][2300/7330] lr: 3.778e-07, eta: 14:57:58, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0294, loss_cls: 0.1464, acc: 94.5369, loss_bbox: 0.2003, loss_mask: 0.2056, loss: 0.6017 +2022-09-22 22:44:33,990 - mmdet - INFO - Epoch [27][2350/7330] lr: 3.778e-07, eta: 14:57:18, time: 0.728, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0202, loss_rpn_bbox: 0.0307, loss_cls: 0.1497, acc: 94.5122, loss_bbox: 0.1991, loss_mask: 0.2041, loss: 0.6037 +2022-09-22 22:45:11,237 - mmdet - INFO - Epoch [27][2400/7330] lr: 3.778e-07, eta: 14:56:39, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0291, loss_cls: 0.1430, acc: 94.6631, loss_bbox: 0.1928, loss_mask: 0.2039, loss: 0.5897 +2022-09-22 22:45:48,093 - mmdet - INFO - Epoch [27][2450/7330] lr: 3.778e-07, eta: 14:56:00, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0292, loss_cls: 0.1420, acc: 94.6880, loss_bbox: 0.1947, loss_mask: 0.2043, loss: 0.5892 +2022-09-22 22:46:24,834 - mmdet - INFO - Epoch [27][2500/7330] lr: 3.778e-07, eta: 14:55:21, time: 0.735, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0284, loss_cls: 0.1462, acc: 94.6582, loss_bbox: 0.1927, loss_mask: 0.2042, loss: 0.5894 +2022-09-22 22:47:01,679 - mmdet - INFO - Epoch [27][2550/7330] lr: 3.778e-07, eta: 14:54:41, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0287, loss_cls: 0.1441, acc: 94.6624, loss_bbox: 0.1947, loss_mask: 0.2018, loss: 0.5862 +2022-09-22 22:47:38,148 - mmdet - INFO - Epoch [27][2600/7330] lr: 3.778e-07, eta: 14:54:02, time: 0.729, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0324, loss_cls: 0.1523, acc: 94.3396, loss_bbox: 0.2043, loss_mask: 0.2075, loss: 0.6181 +2022-09-22 22:48:14,903 - mmdet - INFO - Epoch [27][2650/7330] lr: 3.778e-07, eta: 14:53:22, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0309, loss_cls: 0.1500, acc: 94.4216, loss_bbox: 0.1993, loss_mask: 0.2026, loss: 0.6038 +2022-09-22 22:48:51,635 - mmdet - INFO - Epoch [27][2700/7330] lr: 3.778e-07, eta: 14:52:43, time: 0.735, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0310, loss_cls: 0.1467, acc: 94.5688, loss_bbox: 0.1977, loss_mask: 0.2049, loss: 0.5996 +2022-09-22 22:49:28,117 - mmdet - INFO - Epoch [27][2750/7330] lr: 3.778e-07, eta: 14:52:04, time: 0.729, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0310, loss_cls: 0.1542, acc: 94.1865, loss_bbox: 0.2051, loss_mask: 0.2141, loss: 0.6255 +2022-09-22 22:50:04,805 - mmdet - INFO - Epoch [27][2800/7330] lr: 3.778e-07, eta: 14:51:24, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0314, loss_cls: 0.1481, acc: 94.5286, loss_bbox: 0.1978, loss_mask: 0.2012, loss: 0.5983 +2022-09-22 22:50:41,731 - mmdet - INFO - Epoch [27][2850/7330] lr: 3.778e-07, eta: 14:50:45, time: 0.738, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0315, loss_cls: 0.1551, acc: 94.1960, loss_bbox: 0.2026, loss_mask: 0.2110, loss: 0.6209 +2022-09-22 22:51:19,214 - mmdet - INFO - Epoch [27][2900/7330] lr: 3.778e-07, eta: 14:50:07, time: 0.751, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0223, loss_rpn_bbox: 0.0310, loss_cls: 0.1544, acc: 94.3027, loss_bbox: 0.2034, loss_mask: 0.2076, loss: 0.6187 +2022-09-22 22:51:56,499 - mmdet - INFO - Epoch [27][2950/7330] lr: 3.778e-07, eta: 14:49:28, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0296, loss_cls: 0.1493, acc: 94.4858, loss_bbox: 0.2007, loss_mask: 0.2111, loss: 0.6096 +2022-09-22 22:52:33,416 - mmdet - INFO - Epoch [27][3000/7330] lr: 3.778e-07, eta: 14:48:49, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0300, loss_cls: 0.1423, acc: 94.7083, loss_bbox: 0.1910, loss_mask: 0.2058, loss: 0.5891 +2022-09-22 22:53:10,864 - mmdet - INFO - Epoch [27][3050/7330] lr: 3.778e-07, eta: 14:48:10, time: 0.749, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0225, loss_rpn_bbox: 0.0311, loss_cls: 0.1453, acc: 94.6199, loss_bbox: 0.1950, loss_mask: 0.2030, loss: 0.5968 +2022-09-22 22:53:47,787 - mmdet - INFO - Epoch [27][3100/7330] lr: 3.778e-07, eta: 14:47:31, time: 0.738, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0314, loss_cls: 0.1540, acc: 94.3650, loss_bbox: 0.2048, loss_mask: 0.2080, loss: 0.6193 +2022-09-22 22:54:24,615 - mmdet - INFO - Epoch [27][3150/7330] lr: 3.778e-07, eta: 14:46:52, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0301, loss_cls: 0.1414, acc: 94.7266, loss_bbox: 0.1892, loss_mask: 0.2052, loss: 0.5858 +2022-09-22 22:55:01,712 - mmdet - INFO - Epoch [27][3200/7330] lr: 3.778e-07, eta: 14:46:13, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0323, loss_cls: 0.1440, acc: 94.6238, loss_bbox: 0.1973, loss_mask: 0.2055, loss: 0.6013 +2022-09-22 22:55:38,669 - mmdet - INFO - Epoch [27][3250/7330] lr: 3.778e-07, eta: 14:45:34, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0306, loss_cls: 0.1436, acc: 94.6140, loss_bbox: 0.1949, loss_mask: 0.2098, loss: 0.6009 +2022-09-22 22:56:15,795 - mmdet - INFO - Epoch [27][3300/7330] lr: 3.778e-07, eta: 14:44:55, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0286, loss_cls: 0.1412, acc: 94.8259, loss_bbox: 0.1886, loss_mask: 0.2016, loss: 0.5773 +2022-09-22 22:56:52,538 - mmdet - INFO - Epoch [27][3350/7330] lr: 3.778e-07, eta: 14:44:16, time: 0.736, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0289, loss_cls: 0.1486, acc: 94.4680, loss_bbox: 0.1971, loss_mask: 0.2063, loss: 0.5986 +2022-09-22 22:57:29,504 - mmdet - INFO - Epoch [27][3400/7330] lr: 3.778e-07, eta: 14:43:37, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0296, loss_cls: 0.1457, acc: 94.6355, loss_bbox: 0.1965, loss_mask: 0.2065, loss: 0.5977 +2022-09-22 22:58:06,249 - mmdet - INFO - Epoch [27][3450/7330] lr: 3.778e-07, eta: 14:42:58, time: 0.735, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0287, loss_cls: 0.1478, acc: 94.5320, loss_bbox: 0.1936, loss_mask: 0.2046, loss: 0.5927 +2022-09-22 22:58:43,339 - mmdet - INFO - Epoch [27][3500/7330] lr: 3.778e-07, eta: 14:42:19, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0305, loss_cls: 0.1493, acc: 94.4231, loss_bbox: 0.2028, loss_mask: 0.2026, loss: 0.6053 +2022-09-22 22:59:19,849 - mmdet - INFO - Epoch [27][3550/7330] lr: 3.778e-07, eta: 14:41:40, time: 0.730, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0299, loss_cls: 0.1498, acc: 94.3955, loss_bbox: 0.2032, loss_mask: 0.2079, loss: 0.6093 +2022-09-22 22:59:56,528 - mmdet - INFO - Epoch [27][3600/7330] lr: 3.778e-07, eta: 14:41:00, time: 0.734, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0299, loss_cls: 0.1439, acc: 94.6782, loss_bbox: 0.1945, loss_mask: 0.2040, loss: 0.5929 +2022-09-22 23:00:33,541 - mmdet - INFO - Epoch [27][3650/7330] lr: 3.778e-07, eta: 14:40:21, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0319, loss_cls: 0.1542, acc: 94.2195, loss_bbox: 0.2074, loss_mask: 0.2071, loss: 0.6215 +2022-09-22 23:01:10,259 - mmdet - INFO - Epoch [27][3700/7330] lr: 3.778e-07, eta: 14:39:42, time: 0.733, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0301, loss_cls: 0.1473, acc: 94.4583, loss_bbox: 0.1988, loss_mask: 0.2039, loss: 0.6019 +2022-09-22 23:01:46,962 - mmdet - INFO - Epoch [27][3750/7330] lr: 3.778e-07, eta: 14:39:03, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0299, loss_cls: 0.1434, acc: 94.6006, loss_bbox: 0.1988, loss_mask: 0.2053, loss: 0.5975 +2022-09-22 23:02:24,871 - mmdet - INFO - Epoch [27][3800/7330] lr: 3.778e-07, eta: 14:38:25, time: 0.759, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0292, loss_cls: 0.1451, acc: 94.5793, loss_bbox: 0.1945, loss_mask: 0.2061, loss: 0.5943 +2022-09-22 23:03:02,258 - mmdet - INFO - Epoch [27][3850/7330] lr: 3.778e-07, eta: 14:37:46, time: 0.747, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0210, loss_rpn_bbox: 0.0292, loss_cls: 0.1450, acc: 94.6345, loss_bbox: 0.1916, loss_mask: 0.2028, loss: 0.5895 +2022-09-22 23:03:39,240 - mmdet - INFO - Epoch [27][3900/7330] lr: 3.778e-07, eta: 14:37:07, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0295, loss_cls: 0.1410, acc: 94.7842, loss_bbox: 0.1903, loss_mask: 0.2030, loss: 0.5839 +2022-09-22 23:04:15,956 - mmdet - INFO - Epoch [27][3950/7330] lr: 3.778e-07, eta: 14:36:28, time: 0.734, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0301, loss_cls: 0.1468, acc: 94.5229, loss_bbox: 0.1995, loss_mask: 0.2030, loss: 0.5990 +2022-09-22 23:04:52,364 - mmdet - INFO - Epoch [27][4000/7330] lr: 3.778e-07, eta: 14:35:49, time: 0.728, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0300, loss_cls: 0.1491, acc: 94.5305, loss_bbox: 0.1973, loss_mask: 0.2114, loss: 0.6089 +2022-09-22 23:05:28,802 - mmdet - INFO - Epoch [27][4050/7330] lr: 3.778e-07, eta: 14:35:09, time: 0.729, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0312, loss_cls: 0.1461, acc: 94.5896, loss_bbox: 0.1956, loss_mask: 0.2076, loss: 0.6006 +2022-09-22 23:06:06,059 - mmdet - INFO - Epoch [27][4100/7330] lr: 3.778e-07, eta: 14:34:30, time: 0.745, data_time: 0.025, memory: 54014, loss_rpn_cls: 0.0218, loss_rpn_bbox: 0.0317, loss_cls: 0.1519, acc: 94.2520, loss_bbox: 0.2027, loss_mask: 0.2058, loss: 0.6139 +2022-09-22 23:06:43,069 - mmdet - INFO - Epoch [27][4150/7330] lr: 3.778e-07, eta: 14:33:51, time: 0.740, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0313, loss_cls: 0.1499, acc: 94.5383, loss_bbox: 0.1991, loss_mask: 0.2064, loss: 0.6061 +2022-09-22 23:07:20,220 - mmdet - INFO - Epoch [27][4200/7330] lr: 3.778e-07, eta: 14:33:13, time: 0.743, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0314, loss_cls: 0.1432, acc: 94.6646, loss_bbox: 0.1939, loss_mask: 0.2068, loss: 0.5957 +2022-09-22 23:07:56,820 - mmdet - INFO - Epoch [27][4250/7330] lr: 3.778e-07, eta: 14:32:33, time: 0.732, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0314, loss_cls: 0.1521, acc: 94.2969, loss_bbox: 0.2032, loss_mask: 0.2064, loss: 0.6135 +2022-09-22 23:08:33,948 - mmdet - INFO - Epoch [27][4300/7330] lr: 3.778e-07, eta: 14:31:55, time: 0.743, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0293, loss_cls: 0.1489, acc: 94.5498, loss_bbox: 0.1936, loss_mask: 0.2039, loss: 0.5950 +2022-09-22 23:09:11,516 - mmdet - INFO - Epoch [27][4350/7330] lr: 3.778e-07, eta: 14:31:16, time: 0.751, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0305, loss_cls: 0.1489, acc: 94.4448, loss_bbox: 0.1994, loss_mask: 0.2040, loss: 0.6024 +2022-09-22 23:09:48,802 - mmdet - INFO - Epoch [27][4400/7330] lr: 3.778e-07, eta: 14:30:38, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0313, loss_cls: 0.1483, acc: 94.4626, loss_bbox: 0.2017, loss_mask: 0.2066, loss: 0.6089 +2022-09-22 23:10:26,376 - mmdet - INFO - Epoch [27][4450/7330] lr: 3.778e-07, eta: 14:29:59, time: 0.752, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0322, loss_cls: 0.1570, acc: 94.2402, loss_bbox: 0.2049, loss_mask: 0.2046, loss: 0.6197 +2022-09-22 23:11:03,018 - mmdet - INFO - Epoch [27][4500/7330] lr: 3.778e-07, eta: 14:29:20, time: 0.733, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0297, loss_cls: 0.1494, acc: 94.4414, loss_bbox: 0.1950, loss_mask: 0.2061, loss: 0.5991 +2022-09-22 23:11:39,239 - mmdet - INFO - Epoch [27][4550/7330] lr: 3.778e-07, eta: 14:28:40, time: 0.725, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0309, loss_cls: 0.1499, acc: 94.4487, loss_bbox: 0.2009, loss_mask: 0.2082, loss: 0.6113 +2022-09-22 23:12:16,991 - mmdet - INFO - Epoch [27][4600/7330] lr: 3.778e-07, eta: 14:28:02, time: 0.755, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0306, loss_cls: 0.1402, acc: 94.8025, loss_bbox: 0.1854, loss_mask: 0.1974, loss: 0.5743 +2022-09-22 23:12:54,724 - mmdet - INFO - Epoch [27][4650/7330] lr: 3.778e-07, eta: 14:27:24, time: 0.755, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0309, loss_cls: 0.1596, acc: 94.1279, loss_bbox: 0.2120, loss_mask: 0.2126, loss: 0.6351 +2022-09-22 23:13:31,908 - mmdet - INFO - Epoch [27][4700/7330] lr: 3.778e-07, eta: 14:26:46, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0314, loss_cls: 0.1575, acc: 94.1736, loss_bbox: 0.2063, loss_mask: 0.2107, loss: 0.6267 +2022-09-22 23:14:08,608 - mmdet - INFO - Epoch [27][4750/7330] lr: 3.778e-07, eta: 14:26:06, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0333, loss_cls: 0.1523, acc: 94.2947, loss_bbox: 0.2054, loss_mask: 0.2112, loss: 0.6227 +2022-09-22 23:14:45,700 - mmdet - INFO - Epoch [27][4800/7330] lr: 3.778e-07, eta: 14:25:28, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0287, loss_cls: 0.1487, acc: 94.4624, loss_bbox: 0.1965, loss_mask: 0.2057, loss: 0.5982 +2022-09-22 23:15:22,051 - mmdet - INFO - Epoch [27][4850/7330] lr: 3.778e-07, eta: 14:24:48, time: 0.727, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0283, loss_cls: 0.1475, acc: 94.5898, loss_bbox: 0.1884, loss_mask: 0.2022, loss: 0.5867 +2022-09-22 23:15:59,063 - mmdet - INFO - Epoch [27][4900/7330] lr: 3.778e-07, eta: 14:24:09, time: 0.740, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0295, loss_cls: 0.1449, acc: 94.5232, loss_bbox: 0.1961, loss_mask: 0.2059, loss: 0.5952 +2022-09-22 23:16:36,728 - mmdet - INFO - Epoch [27][4950/7330] lr: 3.778e-07, eta: 14:23:31, time: 0.753, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0296, loss_cls: 0.1492, acc: 94.4856, loss_bbox: 0.1974, loss_mask: 0.2040, loss: 0.5996 +2022-09-22 23:17:13,763 - mmdet - INFO - Epoch [27][5000/7330] lr: 3.778e-07, eta: 14:22:52, time: 0.741, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0301, loss_cls: 0.1499, acc: 94.4167, loss_bbox: 0.2003, loss_mask: 0.2043, loss: 0.6038 +2022-09-22 23:17:50,825 - mmdet - INFO - Epoch [27][5050/7330] lr: 3.778e-07, eta: 14:22:13, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0326, loss_cls: 0.1577, acc: 94.2180, loss_bbox: 0.2052, loss_mask: 0.2080, loss: 0.6243 +2022-09-22 23:18:27,546 - mmdet - INFO - Epoch [27][5100/7330] lr: 3.778e-07, eta: 14:21:34, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0316, loss_cls: 0.1491, acc: 94.3899, loss_bbox: 0.1984, loss_mask: 0.2071, loss: 0.6072 +2022-09-22 23:19:03,945 - mmdet - INFO - Epoch [27][5150/7330] lr: 3.778e-07, eta: 14:20:55, time: 0.728, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0318, loss_cls: 0.1568, acc: 94.2327, loss_bbox: 0.2063, loss_mask: 0.2105, loss: 0.6294 +2022-09-22 23:19:40,118 - mmdet - INFO - Epoch [27][5200/7330] lr: 3.778e-07, eta: 14:20:15, time: 0.723, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0300, loss_cls: 0.1517, acc: 94.3425, loss_bbox: 0.1997, loss_mask: 0.2083, loss: 0.6106 +2022-09-22 23:20:17,171 - mmdet - INFO - Epoch [27][5250/7330] lr: 3.778e-07, eta: 14:19:36, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0297, loss_cls: 0.1430, acc: 94.7131, loss_bbox: 0.1918, loss_mask: 0.2050, loss: 0.5889 +2022-09-22 23:20:54,149 - mmdet - INFO - Epoch [27][5300/7330] lr: 3.778e-07, eta: 14:18:57, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0314, loss_cls: 0.1483, acc: 94.4924, loss_bbox: 0.2001, loss_mask: 0.2136, loss: 0.6138 +2022-09-22 23:21:31,220 - mmdet - INFO - Epoch [27][5350/7330] lr: 3.778e-07, eta: 14:18:19, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0278, loss_cls: 0.1474, acc: 94.5222, loss_bbox: 0.1956, loss_mask: 0.2035, loss: 0.5929 +2022-09-22 23:22:08,167 - mmdet - INFO - Epoch [27][5400/7330] lr: 3.778e-07, eta: 14:17:40, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0313, loss_cls: 0.1578, acc: 94.1223, loss_bbox: 0.2081, loss_mask: 0.2105, loss: 0.6292 +2022-09-22 23:22:44,679 - mmdet - INFO - Epoch [27][5450/7330] lr: 3.778e-07, eta: 14:17:00, time: 0.730, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0315, loss_cls: 0.1515, acc: 94.3518, loss_bbox: 0.2017, loss_mask: 0.2064, loss: 0.6114 +2022-09-22 23:23:22,226 - mmdet - INFO - Epoch [27][5500/7330] lr: 3.778e-07, eta: 14:16:22, time: 0.752, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0291, loss_cls: 0.1452, acc: 94.5566, loss_bbox: 0.1982, loss_mask: 0.2078, loss: 0.5999 +2022-09-22 23:23:59,715 - mmdet - INFO - Epoch [27][5550/7330] lr: 3.778e-07, eta: 14:15:44, time: 0.750, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0324, loss_cls: 0.1490, acc: 94.5073, loss_bbox: 0.1997, loss_mask: 0.2060, loss: 0.6103 +2022-09-22 23:24:36,089 - mmdet - INFO - Epoch [27][5600/7330] lr: 3.778e-07, eta: 14:15:04, time: 0.727, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0292, loss_cls: 0.1444, acc: 94.6072, loss_bbox: 0.1937, loss_mask: 0.2023, loss: 0.5884 +2022-09-22 23:25:12,761 - mmdet - INFO - Epoch [27][5650/7330] lr: 3.778e-07, eta: 14:14:25, time: 0.733, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0219, loss_rpn_bbox: 0.0337, loss_cls: 0.1559, acc: 94.2361, loss_bbox: 0.2058, loss_mask: 0.2096, loss: 0.6269 +2022-09-22 23:25:50,065 - mmdet - INFO - Epoch [27][5700/7330] lr: 3.778e-07, eta: 14:13:46, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0315, loss_cls: 0.1517, acc: 94.3474, loss_bbox: 0.2027, loss_mask: 0.2028, loss: 0.6085 +2022-09-22 23:26:27,027 - mmdet - INFO - Epoch [27][5750/7330] lr: 3.778e-07, eta: 14:13:08, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0300, loss_cls: 0.1508, acc: 94.4341, loss_bbox: 0.2020, loss_mask: 0.2075, loss: 0.6096 +2022-09-22 23:27:03,966 - mmdet - INFO - Epoch [27][5800/7330] lr: 3.778e-07, eta: 14:12:29, time: 0.739, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0277, loss_cls: 0.1420, acc: 94.7756, loss_bbox: 0.1887, loss_mask: 0.2048, loss: 0.5828 +2022-09-22 23:27:41,115 - mmdet - INFO - Epoch [27][5850/7330] lr: 3.778e-07, eta: 14:11:50, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0307, loss_cls: 0.1444, acc: 94.6267, loss_bbox: 0.1959, loss_mask: 0.2089, loss: 0.5997 +2022-09-22 23:28:17,766 - mmdet - INFO - Epoch [27][5900/7330] lr: 3.778e-07, eta: 14:11:11, time: 0.732, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0295, loss_cls: 0.1467, acc: 94.5410, loss_bbox: 0.1954, loss_mask: 0.2044, loss: 0.5950 +2022-09-22 23:28:54,816 - mmdet - INFO - Epoch [27][5950/7330] lr: 3.778e-07, eta: 14:10:32, time: 0.742, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0289, loss_cls: 0.1433, acc: 94.7266, loss_bbox: 0.1901, loss_mask: 0.2037, loss: 0.5857 +2022-09-22 23:29:31,542 - mmdet - INFO - Epoch [27][6000/7330] lr: 3.778e-07, eta: 14:09:53, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0286, loss_cls: 0.1497, acc: 94.5081, loss_bbox: 0.1997, loss_mask: 0.2081, loss: 0.6050 +2022-09-22 23:30:08,172 - mmdet - INFO - Epoch [27][6050/7330] lr: 3.778e-07, eta: 14:09:14, time: 0.733, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0324, loss_cls: 0.1571, acc: 94.1587, loss_bbox: 0.2051, loss_mask: 0.2085, loss: 0.6242 +2022-09-22 23:30:45,832 - mmdet - INFO - Epoch [27][6100/7330] lr: 3.778e-07, eta: 14:08:36, time: 0.753, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0297, loss_cls: 0.1451, acc: 94.5784, loss_bbox: 0.1938, loss_mask: 0.2083, loss: 0.5954 +2022-09-22 23:31:22,773 - mmdet - INFO - Epoch [27][6150/7330] lr: 3.778e-07, eta: 14:07:57, time: 0.738, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0198, loss_rpn_bbox: 0.0291, loss_cls: 0.1476, acc: 94.5503, loss_bbox: 0.1946, loss_mask: 0.2048, loss: 0.5958 +2022-09-22 23:32:00,202 - mmdet - INFO - Epoch [27][6200/7330] lr: 3.778e-07, eta: 14:07:19, time: 0.749, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0307, loss_cls: 0.1446, acc: 94.5801, loss_bbox: 0.1967, loss_mask: 0.2038, loss: 0.5950 +2022-09-22 23:32:37,074 - mmdet - INFO - Epoch [27][6250/7330] lr: 3.778e-07, eta: 14:06:40, time: 0.737, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0302, loss_cls: 0.1553, acc: 94.2278, loss_bbox: 0.2053, loss_mask: 0.2104, loss: 0.6216 +2022-09-22 23:33:14,673 - mmdet - INFO - Epoch [27][6300/7330] lr: 3.778e-07, eta: 14:06:01, time: 0.752, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0307, loss_cls: 0.1538, acc: 94.3486, loss_bbox: 0.2022, loss_mask: 0.2151, loss: 0.6223 +2022-09-22 23:33:51,649 - mmdet - INFO - Epoch [27][6350/7330] lr: 3.778e-07, eta: 14:05:23, time: 0.740, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0213, loss_rpn_bbox: 0.0304, loss_cls: 0.1529, acc: 94.3054, loss_bbox: 0.2005, loss_mask: 0.2028, loss: 0.6079 +2022-09-22 23:34:28,133 - mmdet - INFO - Epoch [27][6400/7330] lr: 3.778e-07, eta: 14:04:43, time: 0.730, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0295, loss_cls: 0.1470, acc: 94.5679, loss_bbox: 0.1971, loss_mask: 0.2047, loss: 0.5989 +2022-09-22 23:35:04,392 - mmdet - INFO - Epoch [27][6450/7330] lr: 3.778e-07, eta: 14:04:04, time: 0.724, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0305, loss_cls: 0.1478, acc: 94.4626, loss_bbox: 0.1957, loss_mask: 0.2067, loss: 0.6035 +2022-09-22 23:35:41,501 - mmdet - INFO - Epoch [27][6500/7330] lr: 3.778e-07, eta: 14:03:25, time: 0.743, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0313, loss_cls: 0.1422, acc: 94.6560, loss_bbox: 0.1931, loss_mask: 0.2066, loss: 0.5927 +2022-09-22 23:36:18,149 - mmdet - INFO - Epoch [27][6550/7330] lr: 3.778e-07, eta: 14:02:46, time: 0.733, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0300, loss_cls: 0.1492, acc: 94.4014, loss_bbox: 0.1977, loss_mask: 0.2058, loss: 0.6018 +2022-09-22 23:36:55,851 - mmdet - INFO - Epoch [27][6600/7330] lr: 3.778e-07, eta: 14:02:08, time: 0.754, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0302, loss_cls: 0.1500, acc: 94.4229, loss_bbox: 0.1949, loss_mask: 0.2066, loss: 0.6018 +2022-09-22 23:37:33,040 - mmdet - INFO - Epoch [27][6650/7330] lr: 3.778e-07, eta: 14:01:29, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0300, loss_cls: 0.1462, acc: 94.5520, loss_bbox: 0.1961, loss_mask: 0.2066, loss: 0.5985 +2022-09-22 23:38:10,322 - mmdet - INFO - Epoch [27][6700/7330] lr: 3.778e-07, eta: 14:00:51, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0206, loss_rpn_bbox: 0.0311, loss_cls: 0.1473, acc: 94.5588, loss_bbox: 0.1986, loss_mask: 0.2053, loss: 0.6029 +2022-09-22 23:38:48,086 - mmdet - INFO - Epoch [27][6750/7330] lr: 3.778e-07, eta: 14:00:13, time: 0.755, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0326, loss_cls: 0.1464, acc: 94.4900, loss_bbox: 0.1997, loss_mask: 0.2059, loss: 0.6061 +2022-09-22 23:39:25,403 - mmdet - INFO - Epoch [27][6800/7330] lr: 3.778e-07, eta: 13:59:34, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0216, loss_rpn_bbox: 0.0300, loss_cls: 0.1607, acc: 94.0923, loss_bbox: 0.2077, loss_mask: 0.2070, loss: 0.6270 +2022-09-22 23:40:01,668 - mmdet - INFO - Epoch [27][6850/7330] lr: 3.778e-07, eta: 13:58:55, time: 0.725, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0291, loss_cls: 0.1484, acc: 94.5171, loss_bbox: 0.1963, loss_mask: 0.2060, loss: 0.5989 +2022-09-22 23:40:39,017 - mmdet - INFO - Epoch [27][6900/7330] lr: 3.778e-07, eta: 13:58:16, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0220, loss_rpn_bbox: 0.0316, loss_cls: 0.1511, acc: 94.4417, loss_bbox: 0.2006, loss_mask: 0.2114, loss: 0.6167 +2022-09-22 23:41:16,488 - mmdet - INFO - Epoch [27][6950/7330] lr: 3.778e-07, eta: 13:57:38, time: 0.749, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0203, loss_rpn_bbox: 0.0311, loss_cls: 0.1528, acc: 94.3330, loss_bbox: 0.2071, loss_mask: 0.2137, loss: 0.6250 +2022-09-22 23:41:53,896 - mmdet - INFO - Epoch [27][7000/7330] lr: 3.778e-07, eta: 13:57:00, time: 0.748, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0207, loss_rpn_bbox: 0.0315, loss_cls: 0.1534, acc: 94.1704, loss_bbox: 0.2090, loss_mask: 0.2088, loss: 0.6234 +2022-09-22 23:42:30,409 - mmdet - INFO - Epoch [27][7050/7330] lr: 3.778e-07, eta: 13:56:21, time: 0.730, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0215, loss_rpn_bbox: 0.0324, loss_cls: 0.1524, acc: 94.3254, loss_bbox: 0.2059, loss_mask: 0.2098, loss: 0.6220 +2022-09-22 23:43:07,885 - mmdet - INFO - Epoch [27][7100/7330] lr: 3.778e-07, eta: 13:55:42, time: 0.749, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0205, loss_rpn_bbox: 0.0299, loss_cls: 0.1559, acc: 94.2908, loss_bbox: 0.2061, loss_mask: 0.2113, loss: 0.6237 +2022-09-22 23:43:45,371 - mmdet - INFO - Epoch [27][7150/7330] lr: 3.778e-07, eta: 13:55:04, time: 0.750, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0312, loss_cls: 0.1543, acc: 94.2275, loss_bbox: 0.2092, loss_mask: 0.2125, loss: 0.6276 +2022-09-22 23:44:22,681 - mmdet - INFO - Epoch [27][7200/7330] lr: 3.778e-07, eta: 13:54:26, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0280, loss_cls: 0.1442, acc: 94.6135, loss_bbox: 0.1941, loss_mask: 0.2078, loss: 0.5935 +2022-09-22 23:45:00,173 - mmdet - INFO - Epoch [27][7250/7330] lr: 3.778e-07, eta: 13:53:47, time: 0.750, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0316, loss_cls: 0.1535, acc: 94.2236, loss_bbox: 0.2057, loss_mask: 0.2110, loss: 0.6228 +2022-09-22 23:45:37,625 - mmdet - INFO - Epoch [27][7300/7330] lr: 3.778e-07, eta: 13:53:09, time: 0.749, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0291, loss_cls: 0.1439, acc: 94.6362, loss_bbox: 0.1944, loss_mask: 0.2028, loss: 0.5903 +2022-09-22 23:46:10,269 - mmdet - INFO - Saving checkpoint at 27 epochs +2022-09-22 23:49:09,318 - mmdet - INFO - Evaluating bbox... +2022-09-22 23:49:34,902 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.503 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.726 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.555 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.343 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.544 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.649 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.617 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.617 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.617 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.451 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.659 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.765 + +2022-09-22 23:49:34,903 - mmdet - INFO - Evaluating segm... +2022-09-22 23:50:03,047 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.448 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.695 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.483 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.259 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.482 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.645 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.558 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.558 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.558 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.388 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.597 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.722 + +2022-09-22 23:50:03,698 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-22 23:50:03,699 - mmdet - INFO - Epoch(val) [27][625] bbox_mAP: 0.5030, bbox_mAP_50: 0.7260, bbox_mAP_75: 0.5550, bbox_mAP_s: 0.3430, bbox_mAP_m: 0.5440, bbox_mAP_l: 0.6490, bbox_mAP_copypaste: 0.503 0.726 0.555 0.343 0.544 0.649, segm_mAP: 0.4480, segm_mAP_50: 0.6950, segm_mAP_75: 0.4830, segm_mAP_s: 0.2590, segm_mAP_m: 0.4820, segm_mAP_l: 0.6450, segm_mAP_copypaste: 0.448 0.695 0.483 0.259 0.482 0.645 +2022-09-22 23:53:11,757 - mmdet - INFO - Epoch [28][50/7330] lr: 3.778e-08, eta: 13:54:16, time: 3.760, data_time: 2.999, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0298, loss_cls: 0.1368, acc: 94.8523, loss_bbox: 0.1882, loss_mask: 0.1969, loss: 0.5696 +2022-09-22 23:53:49,786 - mmdet - INFO - Epoch [28][100/7330] lr: 3.778e-08, eta: 13:53:38, time: 0.761, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0305, loss_cls: 0.1444, acc: 94.5696, loss_bbox: 0.1940, loss_mask: 0.2026, loss: 0.5897 +2022-09-22 23:54:27,287 - mmdet - INFO - Epoch [28][150/7330] lr: 3.778e-08, eta: 13:52:59, time: 0.750, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0295, loss_cls: 0.1376, acc: 94.8386, loss_bbox: 0.1880, loss_mask: 0.1999, loss: 0.5716 +2022-09-22 23:55:04,325 - mmdet - INFO - Epoch [28][200/7330] lr: 3.778e-08, eta: 13:52:21, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0285, loss_cls: 0.1445, acc: 94.6353, loss_bbox: 0.1941, loss_mask: 0.2041, loss: 0.5908 +2022-09-22 23:55:41,947 - mmdet - INFO - Epoch [28][250/7330] lr: 3.778e-08, eta: 13:51:42, time: 0.752, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0272, loss_cls: 0.1368, acc: 94.9116, loss_bbox: 0.1873, loss_mask: 0.1983, loss: 0.5669 +2022-09-22 23:56:19,618 - mmdet - INFO - Epoch [28][300/7330] lr: 3.778e-08, eta: 13:51:04, time: 0.753, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0298, loss_cls: 0.1458, acc: 94.5195, loss_bbox: 0.1924, loss_mask: 0.2002, loss: 0.5872 +2022-09-22 23:56:55,945 - mmdet - INFO - Epoch [28][350/7330] lr: 3.778e-08, eta: 13:50:24, time: 0.726, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0310, loss_cls: 0.1450, acc: 94.5471, loss_bbox: 0.1963, loss_mask: 0.2004, loss: 0.5917 +2022-09-22 23:57:33,508 - mmdet - INFO - Epoch [28][400/7330] lr: 3.778e-08, eta: 13:49:46, time: 0.751, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0297, loss_cls: 0.1439, acc: 94.6506, loss_bbox: 0.1937, loss_mask: 0.2011, loss: 0.5863 +2022-09-22 23:58:11,476 - mmdet - INFO - Epoch [28][450/7330] lr: 3.778e-08, eta: 13:49:08, time: 0.759, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0298, loss_cls: 0.1432, acc: 94.5920, loss_bbox: 0.1921, loss_mask: 0.2046, loss: 0.5887 +2022-09-22 23:58:49,075 - mmdet - INFO - Epoch [28][500/7330] lr: 3.778e-08, eta: 13:48:30, time: 0.752, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0281, loss_cls: 0.1337, acc: 94.9026, loss_bbox: 0.1896, loss_mask: 0.1997, loss: 0.5678 +2022-09-22 23:59:26,576 - mmdet - INFO - Epoch [28][550/7330] lr: 3.778e-08, eta: 13:47:51, time: 0.750, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0295, loss_cls: 0.1385, acc: 94.7424, loss_bbox: 0.1877, loss_mask: 0.1988, loss: 0.5727 +2022-09-23 00:00:08,925 - mmdet - INFO - Epoch [28][600/7330] lr: 3.778e-08, eta: 13:47:18, time: 0.847, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0289, loss_cls: 0.1401, acc: 94.7600, loss_bbox: 0.1906, loss_mask: 0.2015, loss: 0.5805 +2022-09-23 00:00:46,310 - mmdet - INFO - Epoch [28][650/7330] lr: 3.778e-08, eta: 13:46:39, time: 0.748, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0201, loss_rpn_bbox: 0.0278, loss_cls: 0.1399, acc: 94.7327, loss_bbox: 0.1943, loss_mask: 0.2027, loss: 0.5847 +2022-09-23 00:01:23,818 - mmdet - INFO - Epoch [28][700/7330] lr: 3.778e-08, eta: 13:46:01, time: 0.750, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0308, loss_cls: 0.1467, acc: 94.4905, loss_bbox: 0.1989, loss_mask: 0.2043, loss: 0.5997 +2022-09-23 00:02:00,558 - mmdet - INFO - Epoch [28][750/7330] lr: 3.778e-08, eta: 13:45:22, time: 0.735, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0291, loss_cls: 0.1402, acc: 94.7500, loss_bbox: 0.1920, loss_mask: 0.2047, loss: 0.5828 +2022-09-23 00:02:38,217 - mmdet - INFO - Epoch [28][800/7330] lr: 3.778e-08, eta: 13:44:43, time: 0.753, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0282, loss_cls: 0.1343, acc: 95.0298, loss_bbox: 0.1849, loss_mask: 0.2004, loss: 0.5683 +2022-09-23 00:03:15,486 - mmdet - INFO - Epoch [28][850/7330] lr: 3.778e-08, eta: 13:44:05, time: 0.745, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0294, loss_cls: 0.1400, acc: 94.7791, loss_bbox: 0.1863, loss_mask: 0.1944, loss: 0.5680 +2022-09-23 00:03:53,152 - mmdet - INFO - Epoch [28][900/7330] lr: 3.778e-08, eta: 13:43:26, time: 0.754, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0293, loss_cls: 0.1398, acc: 94.7349, loss_bbox: 0.1905, loss_mask: 0.1941, loss: 0.5733 +2022-09-23 00:04:30,423 - mmdet - INFO - Epoch [28][950/7330] lr: 3.778e-08, eta: 13:42:48, time: 0.745, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0297, loss_cls: 0.1422, acc: 94.6670, loss_bbox: 0.1930, loss_mask: 0.2031, loss: 0.5864 +2022-09-23 00:05:06,735 - mmdet - INFO - Epoch [28][1000/7330] lr: 3.778e-08, eta: 13:42:08, time: 0.726, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0287, loss_cls: 0.1386, acc: 94.9019, loss_bbox: 0.1840, loss_mask: 0.1997, loss: 0.5699 +2022-09-23 00:05:44,132 - mmdet - INFO - Epoch [28][1050/7330] lr: 3.778e-08, eta: 13:41:30, time: 0.748, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0281, loss_cls: 0.1359, acc: 94.8826, loss_bbox: 0.1841, loss_mask: 0.1957, loss: 0.5626 +2022-09-23 00:06:21,571 - mmdet - INFO - Epoch [28][1100/7330] lr: 3.778e-08, eta: 13:40:51, time: 0.749, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0291, loss_cls: 0.1400, acc: 94.7693, loss_bbox: 0.1915, loss_mask: 0.2038, loss: 0.5837 +2022-09-23 00:06:59,077 - mmdet - INFO - Epoch [28][1150/7330] lr: 3.778e-08, eta: 13:40:13, time: 0.750, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0294, loss_cls: 0.1447, acc: 94.5469, loss_bbox: 0.1993, loss_mask: 0.2048, loss: 0.5963 +2022-09-23 00:07:36,494 - mmdet - INFO - Epoch [28][1200/7330] lr: 3.778e-08, eta: 13:39:34, time: 0.748, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0301, loss_cls: 0.1411, acc: 94.7092, loss_bbox: 0.1975, loss_mask: 0.2003, loss: 0.5866 +2022-09-23 00:08:14,004 - mmdet - INFO - Epoch [28][1250/7330] lr: 3.778e-08, eta: 13:38:56, time: 0.750, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0294, loss_cls: 0.1403, acc: 94.6345, loss_bbox: 0.1882, loss_mask: 0.2035, loss: 0.5806 +2022-09-23 00:08:51,775 - mmdet - INFO - Epoch [28][1300/7330] lr: 3.778e-08, eta: 13:38:18, time: 0.755, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0292, loss_cls: 0.1401, acc: 94.7935, loss_bbox: 0.1907, loss_mask: 0.1995, loss: 0.5781 +2022-09-23 00:09:28,220 - mmdet - INFO - Epoch [28][1350/7330] lr: 3.778e-08, eta: 13:37:38, time: 0.729, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0287, loss_cls: 0.1381, acc: 94.7402, loss_bbox: 0.1914, loss_mask: 0.1979, loss: 0.5741 +2022-09-23 00:10:04,914 - mmdet - INFO - Epoch [28][1400/7330] lr: 3.778e-08, eta: 13:36:59, time: 0.734, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0308, loss_cls: 0.1404, acc: 94.6880, loss_bbox: 0.1905, loss_mask: 0.2017, loss: 0.5816 +2022-09-23 00:10:42,336 - mmdet - INFO - Epoch [28][1450/7330] lr: 3.778e-08, eta: 13:36:21, time: 0.748, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0312, loss_cls: 0.1487, acc: 94.3809, loss_bbox: 0.1988, loss_mask: 0.2051, loss: 0.6047 +2022-09-23 00:11:19,258 - mmdet - INFO - Epoch [28][1500/7330] lr: 3.778e-08, eta: 13:35:42, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0273, loss_cls: 0.1351, acc: 94.8469, loss_bbox: 0.1891, loss_mask: 0.1955, loss: 0.5656 +2022-09-23 00:11:56,425 - mmdet - INFO - Epoch [28][1550/7330] lr: 3.778e-08, eta: 13:35:03, time: 0.744, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0287, loss_cls: 0.1368, acc: 94.8557, loss_bbox: 0.1915, loss_mask: 0.2010, loss: 0.5759 +2022-09-23 00:12:34,264 - mmdet - INFO - Epoch [28][1600/7330] lr: 3.778e-08, eta: 13:34:25, time: 0.756, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0294, loss_cls: 0.1406, acc: 94.6343, loss_bbox: 0.1939, loss_mask: 0.2007, loss: 0.5833 +2022-09-23 00:13:11,143 - mmdet - INFO - Epoch [28][1650/7330] lr: 3.778e-08, eta: 13:33:46, time: 0.738, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0284, loss_cls: 0.1359, acc: 94.8552, loss_bbox: 0.1819, loss_mask: 0.1927, loss: 0.5570 +2022-09-23 00:13:48,843 - mmdet - INFO - Epoch [28][1700/7330] lr: 3.778e-08, eta: 13:33:08, time: 0.754, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0268, loss_cls: 0.1421, acc: 94.7402, loss_bbox: 0.1913, loss_mask: 0.1996, loss: 0.5771 +2022-09-23 00:14:25,999 - mmdet - INFO - Epoch [28][1750/7330] lr: 3.778e-08, eta: 13:32:29, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0277, loss_cls: 0.1328, acc: 95.0071, loss_bbox: 0.1831, loss_mask: 0.1942, loss: 0.5558 +2022-09-23 00:15:02,534 - mmdet - INFO - Epoch [28][1800/7330] lr: 3.778e-08, eta: 13:31:50, time: 0.732, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0255, loss_cls: 0.1327, acc: 95.0815, loss_bbox: 0.1795, loss_mask: 0.1957, loss: 0.5497 +2022-09-23 00:15:39,579 - mmdet - INFO - Epoch [28][1850/7330] lr: 3.778e-08, eta: 13:31:11, time: 0.741, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0290, loss_cls: 0.1428, acc: 94.7112, loss_bbox: 0.1899, loss_mask: 0.2050, loss: 0.5855 +2022-09-23 00:16:16,081 - mmdet - INFO - Epoch [28][1900/7330] lr: 3.778e-08, eta: 13:30:32, time: 0.730, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0281, loss_cls: 0.1380, acc: 94.8328, loss_bbox: 0.1914, loss_mask: 0.2042, loss: 0.5795 +2022-09-23 00:16:52,651 - mmdet - INFO - Epoch [28][1950/7330] lr: 3.778e-08, eta: 13:29:52, time: 0.732, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0271, loss_cls: 0.1353, acc: 94.8884, loss_bbox: 0.1837, loss_mask: 0.1981, loss: 0.5614 +2022-09-23 00:17:30,100 - mmdet - INFO - Epoch [28][2000/7330] lr: 3.778e-08, eta: 13:29:14, time: 0.749, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0284, loss_cls: 0.1390, acc: 94.7539, loss_bbox: 0.1894, loss_mask: 0.2012, loss: 0.5751 +2022-09-23 00:18:07,302 - mmdet - INFO - Epoch [28][2050/7330] lr: 3.778e-08, eta: 13:28:35, time: 0.744, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0284, loss_cls: 0.1380, acc: 94.8184, loss_bbox: 0.1849, loss_mask: 0.1997, loss: 0.5693 +2022-09-23 00:18:44,416 - mmdet - INFO - Epoch [28][2100/7330] lr: 3.778e-08, eta: 13:27:57, time: 0.742, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0287, loss_cls: 0.1391, acc: 94.7224, loss_bbox: 0.1888, loss_mask: 0.1974, loss: 0.5722 +2022-09-23 00:19:21,534 - mmdet - INFO - Epoch [28][2150/7330] lr: 3.778e-08, eta: 13:27:18, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0274, loss_cls: 0.1300, acc: 95.1028, loss_bbox: 0.1784, loss_mask: 0.1954, loss: 0.5491 +2022-09-23 00:19:59,268 - mmdet - INFO - Epoch [28][2200/7330] lr: 3.778e-08, eta: 13:26:40, time: 0.755, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0275, loss_cls: 0.1427, acc: 94.5977, loss_bbox: 0.1895, loss_mask: 0.1943, loss: 0.5723 +2022-09-23 00:20:36,888 - mmdet - INFO - Epoch [28][2250/7330] lr: 3.778e-08, eta: 13:26:01, time: 0.752, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0270, loss_cls: 0.1378, acc: 94.9021, loss_bbox: 0.1842, loss_mask: 0.2000, loss: 0.5662 +2022-09-23 00:21:14,073 - mmdet - INFO - Epoch [28][2300/7330] lr: 3.778e-08, eta: 13:25:23, time: 0.743, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0285, loss_cls: 0.1357, acc: 94.9636, loss_bbox: 0.1881, loss_mask: 0.2001, loss: 0.5704 +2022-09-23 00:21:50,694 - mmdet - INFO - Epoch [28][2350/7330] lr: 3.778e-08, eta: 13:24:44, time: 0.733, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0286, loss_cls: 0.1365, acc: 94.9153, loss_bbox: 0.1775, loss_mask: 0.1961, loss: 0.5557 +2022-09-23 00:22:27,650 - mmdet - INFO - Epoch [28][2400/7330] lr: 3.778e-08, eta: 13:24:05, time: 0.739, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0301, loss_cls: 0.1450, acc: 94.5059, loss_bbox: 0.2002, loss_mask: 0.2024, loss: 0.5968 +2022-09-23 00:23:05,442 - mmdet - INFO - Epoch [28][2450/7330] lr: 3.778e-08, eta: 13:23:27, time: 0.756, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0275, loss_cls: 0.1351, acc: 94.9424, loss_bbox: 0.1848, loss_mask: 0.1960, loss: 0.5611 +2022-09-23 00:23:42,669 - mmdet - INFO - Epoch [28][2500/7330] lr: 3.778e-08, eta: 13:22:48, time: 0.744, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0262, loss_cls: 0.1326, acc: 95.0098, loss_bbox: 0.1786, loss_mask: 0.1952, loss: 0.5504 +2022-09-23 00:24:20,053 - mmdet - INFO - Epoch [28][2550/7330] lr: 3.778e-08, eta: 13:22:09, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0262, loss_cls: 0.1278, acc: 95.1799, loss_bbox: 0.1777, loss_mask: 0.1914, loss: 0.5388 +2022-09-23 00:24:57,004 - mmdet - INFO - Epoch [28][2600/7330] lr: 3.778e-08, eta: 13:21:31, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0295, loss_cls: 0.1367, acc: 94.8506, loss_bbox: 0.1902, loss_mask: 0.2019, loss: 0.5760 +2022-09-23 00:25:34,072 - mmdet - INFO - Epoch [28][2650/7330] lr: 3.778e-08, eta: 13:20:52, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0295, loss_cls: 0.1385, acc: 94.7598, loss_bbox: 0.1905, loss_mask: 0.1986, loss: 0.5751 +2022-09-23 00:26:11,314 - mmdet - INFO - Epoch [28][2700/7330] lr: 3.778e-08, eta: 13:20:13, time: 0.745, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0301, loss_cls: 0.1433, acc: 94.6206, loss_bbox: 0.1920, loss_mask: 0.2027, loss: 0.5864 +2022-09-23 00:26:48,264 - mmdet - INFO - Epoch [28][2750/7330] lr: 3.778e-08, eta: 13:19:34, time: 0.739, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0271, loss_cls: 0.1303, acc: 95.1042, loss_bbox: 0.1775, loss_mask: 0.1882, loss: 0.5402 +2022-09-23 00:27:25,370 - mmdet - INFO - Epoch [28][2800/7330] lr: 3.778e-08, eta: 13:18:56, time: 0.742, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0304, loss_cls: 0.1438, acc: 94.4907, loss_bbox: 0.2004, loss_mask: 0.2014, loss: 0.5944 +2022-09-23 00:28:02,245 - mmdet - INFO - Epoch [28][2850/7330] lr: 3.778e-08, eta: 13:18:17, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0281, loss_cls: 0.1386, acc: 94.7222, loss_bbox: 0.1931, loss_mask: 0.1992, loss: 0.5755 +2022-09-23 00:28:39,496 - mmdet - INFO - Epoch [28][2900/7330] lr: 3.778e-08, eta: 13:17:38, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0294, loss_cls: 0.1364, acc: 94.8594, loss_bbox: 0.1861, loss_mask: 0.2012, loss: 0.5722 +2022-09-23 00:29:16,695 - mmdet - INFO - Epoch [28][2950/7330] lr: 3.778e-08, eta: 13:17:00, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0286, loss_cls: 0.1419, acc: 94.5671, loss_bbox: 0.1930, loss_mask: 0.1967, loss: 0.5792 +2022-09-23 00:29:54,495 - mmdet - INFO - Epoch [28][3000/7330] lr: 3.778e-08, eta: 13:16:22, time: 0.756, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0303, loss_cls: 0.1416, acc: 94.6794, loss_bbox: 0.1886, loss_mask: 0.2019, loss: 0.5817 +2022-09-23 00:30:31,659 - mmdet - INFO - Epoch [28][3050/7330] lr: 3.778e-08, eta: 13:15:43, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0269, loss_cls: 0.1321, acc: 94.9250, loss_bbox: 0.1805, loss_mask: 0.1972, loss: 0.5538 +2022-09-23 00:31:07,856 - mmdet - INFO - Epoch [28][3100/7330] lr: 3.778e-08, eta: 13:15:03, time: 0.724, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0274, loss_cls: 0.1357, acc: 94.9482, loss_bbox: 0.1849, loss_mask: 0.1929, loss: 0.5587 +2022-09-23 00:31:45,204 - mmdet - INFO - Epoch [28][3150/7330] lr: 3.778e-08, eta: 13:14:25, time: 0.747, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0281, loss_cls: 0.1376, acc: 94.8213, loss_bbox: 0.1906, loss_mask: 0.2029, loss: 0.5775 +2022-09-23 00:32:22,386 - mmdet - INFO - Epoch [28][3200/7330] lr: 3.778e-08, eta: 13:13:46, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0303, loss_cls: 0.1404, acc: 94.7246, loss_bbox: 0.1914, loss_mask: 0.2014, loss: 0.5814 +2022-09-23 00:32:59,921 - mmdet - INFO - Epoch [28][3250/7330] lr: 3.778e-08, eta: 13:13:08, time: 0.751, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0283, loss_cls: 0.1377, acc: 94.7454, loss_bbox: 0.1863, loss_mask: 0.1961, loss: 0.5660 +2022-09-23 00:33:36,849 - mmdet - INFO - Epoch [28][3300/7330] lr: 3.778e-08, eta: 13:12:29, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0274, loss_cls: 0.1321, acc: 95.0352, loss_bbox: 0.1814, loss_mask: 0.1942, loss: 0.5527 +2022-09-23 00:34:13,366 - mmdet - INFO - Epoch [28][3350/7330] lr: 3.778e-08, eta: 13:11:50, time: 0.730, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0280, loss_cls: 0.1370, acc: 94.8857, loss_bbox: 0.1885, loss_mask: 0.1977, loss: 0.5683 +2022-09-23 00:34:50,380 - mmdet - INFO - Epoch [28][3400/7330] lr: 3.778e-08, eta: 13:11:11, time: 0.740, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0281, loss_cls: 0.1369, acc: 94.9578, loss_bbox: 0.1845, loss_mask: 0.1955, loss: 0.5627 +2022-09-23 00:35:27,689 - mmdet - INFO - Epoch [28][3450/7330] lr: 3.778e-08, eta: 13:10:33, time: 0.746, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0283, loss_cls: 0.1366, acc: 94.8540, loss_bbox: 0.1879, loss_mask: 0.1958, loss: 0.5666 +2022-09-23 00:36:05,554 - mmdet - INFO - Epoch [28][3500/7330] lr: 3.778e-08, eta: 13:09:55, time: 0.758, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0313, loss_cls: 0.1443, acc: 94.5837, loss_bbox: 0.1921, loss_mask: 0.2063, loss: 0.5937 +2022-09-23 00:36:43,108 - mmdet - INFO - Epoch [28][3550/7330] lr: 3.778e-08, eta: 13:09:16, time: 0.751, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0274, loss_cls: 0.1362, acc: 94.9058, loss_bbox: 0.1896, loss_mask: 0.1989, loss: 0.5700 +2022-09-23 00:37:20,255 - mmdet - INFO - Epoch [28][3600/7330] lr: 3.778e-08, eta: 13:08:38, time: 0.740, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0264, loss_cls: 0.1346, acc: 94.9907, loss_bbox: 0.1832, loss_mask: 0.1937, loss: 0.5545 +2022-09-23 00:37:57,360 - mmdet - INFO - Epoch [28][3650/7330] lr: 3.778e-08, eta: 13:07:59, time: 0.744, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0275, loss_cls: 0.1306, acc: 94.9753, loss_bbox: 0.1851, loss_mask: 0.1961, loss: 0.5555 +2022-09-23 00:38:34,441 - mmdet - INFO - Epoch [28][3700/7330] lr: 3.778e-08, eta: 13:07:20, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0276, loss_cls: 0.1363, acc: 94.9670, loss_bbox: 0.1836, loss_mask: 0.1964, loss: 0.5621 +2022-09-23 00:39:12,406 - mmdet - INFO - Epoch [28][3750/7330] lr: 3.778e-08, eta: 13:06:42, time: 0.760, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0309, loss_cls: 0.1456, acc: 94.4531, loss_bbox: 0.1954, loss_mask: 0.2068, loss: 0.5972 +2022-09-23 00:39:49,446 - mmdet - INFO - Epoch [28][3800/7330] lr: 3.778e-08, eta: 13:06:04, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0288, loss_cls: 0.1360, acc: 94.8391, loss_bbox: 0.1864, loss_mask: 0.1992, loss: 0.5673 +2022-09-23 00:40:26,542 - mmdet - INFO - Epoch [28][3850/7330] lr: 3.778e-08, eta: 13:05:25, time: 0.742, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0280, loss_cls: 0.1380, acc: 94.8174, loss_bbox: 0.1899, loss_mask: 0.2012, loss: 0.5742 +2022-09-23 00:41:03,215 - mmdet - INFO - Epoch [28][3900/7330] lr: 3.778e-08, eta: 13:04:46, time: 0.734, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0297, loss_cls: 0.1454, acc: 94.5029, loss_bbox: 0.1952, loss_mask: 0.2050, loss: 0.5926 +2022-09-23 00:41:40,191 - mmdet - INFO - Epoch [28][3950/7330] lr: 3.778e-08, eta: 13:04:07, time: 0.739, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0289, loss_cls: 0.1408, acc: 94.7488, loss_bbox: 0.1906, loss_mask: 0.2015, loss: 0.5813 +2022-09-23 00:42:17,426 - mmdet - INFO - Epoch [28][4000/7330] lr: 3.778e-08, eta: 13:03:29, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0309, loss_cls: 0.1384, acc: 94.6846, loss_bbox: 0.1901, loss_mask: 0.1979, loss: 0.5762 +2022-09-23 00:42:55,250 - mmdet - INFO - Epoch [28][4050/7330] lr: 3.778e-08, eta: 13:02:51, time: 0.756, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0286, loss_cls: 0.1396, acc: 94.7393, loss_bbox: 0.1931, loss_mask: 0.1981, loss: 0.5760 +2022-09-23 00:43:31,856 - mmdet - INFO - Epoch [28][4100/7330] lr: 3.778e-08, eta: 13:02:12, time: 0.732, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0270, loss_cls: 0.1341, acc: 94.9031, loss_bbox: 0.1840, loss_mask: 0.1962, loss: 0.5572 +2022-09-23 00:44:08,921 - mmdet - INFO - Epoch [28][4150/7330] lr: 3.778e-08, eta: 13:01:33, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0281, loss_cls: 0.1406, acc: 94.7173, loss_bbox: 0.1882, loss_mask: 0.1974, loss: 0.5726 +2022-09-23 00:44:46,401 - mmdet - INFO - Epoch [28][4200/7330] lr: 3.778e-08, eta: 13:00:55, time: 0.749, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0259, loss_cls: 0.1275, acc: 95.2222, loss_bbox: 0.1747, loss_mask: 0.1878, loss: 0.5344 +2022-09-23 00:45:23,345 - mmdet - INFO - Epoch [28][4250/7330] lr: 3.778e-08, eta: 13:00:16, time: 0.739, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0285, loss_cls: 0.1376, acc: 94.8943, loss_bbox: 0.1846, loss_mask: 0.1972, loss: 0.5666 +2022-09-23 00:46:01,384 - mmdet - INFO - Epoch [28][4300/7330] lr: 3.778e-08, eta: 12:59:38, time: 0.761, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0282, loss_cls: 0.1365, acc: 94.8071, loss_bbox: 0.1902, loss_mask: 0.1985, loss: 0.5709 +2022-09-23 00:46:38,495 - mmdet - INFO - Epoch [28][4350/7330] lr: 3.778e-08, eta: 12:58:59, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0277, loss_cls: 0.1367, acc: 94.8469, loss_bbox: 0.1869, loss_mask: 0.1968, loss: 0.5652 +2022-09-23 00:47:15,644 - mmdet - INFO - Epoch [28][4400/7330] lr: 3.778e-08, eta: 12:58:21, time: 0.743, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0267, loss_cls: 0.1332, acc: 94.9653, loss_bbox: 0.1820, loss_mask: 0.1964, loss: 0.5547 +2022-09-23 00:47:52,231 - mmdet - INFO - Epoch [28][4450/7330] lr: 3.778e-08, eta: 12:57:42, time: 0.732, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0199, loss_rpn_bbox: 0.0297, loss_cls: 0.1393, acc: 94.7312, loss_bbox: 0.1905, loss_mask: 0.1969, loss: 0.5763 +2022-09-23 00:48:29,431 - mmdet - INFO - Epoch [28][4500/7330] lr: 3.778e-08, eta: 12:57:03, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0276, loss_cls: 0.1266, acc: 95.1980, loss_bbox: 0.1748, loss_mask: 0.1975, loss: 0.5448 +2022-09-23 00:49:06,194 - mmdet - INFO - Epoch [28][4550/7330] lr: 3.778e-08, eta: 12:56:24, time: 0.735, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0266, loss_cls: 0.1322, acc: 95.0242, loss_bbox: 0.1811, loss_mask: 0.1936, loss: 0.5502 +2022-09-23 00:49:43,685 - mmdet - INFO - Epoch [28][4600/7330] lr: 3.778e-08, eta: 12:55:46, time: 0.750, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0298, loss_cls: 0.1475, acc: 94.4165, loss_bbox: 0.1955, loss_mask: 0.2035, loss: 0.5944 +2022-09-23 00:50:20,815 - mmdet - INFO - Epoch [28][4650/7330] lr: 3.778e-08, eta: 12:55:07, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0252, loss_cls: 0.1273, acc: 95.2451, loss_bbox: 0.1757, loss_mask: 0.1963, loss: 0.5403 +2022-09-23 00:50:58,162 - mmdet - INFO - Epoch [28][4700/7330] lr: 3.778e-08, eta: 12:54:29, time: 0.748, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0274, loss_cls: 0.1329, acc: 94.9055, loss_bbox: 0.1790, loss_mask: 0.1942, loss: 0.5495 +2022-09-23 00:51:35,270 - mmdet - INFO - Epoch [28][4750/7330] lr: 3.778e-08, eta: 12:53:50, time: 0.742, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0283, loss_cls: 0.1378, acc: 94.7781, loss_bbox: 0.1904, loss_mask: 0.1976, loss: 0.5712 +2022-09-23 00:52:12,961 - mmdet - INFO - Epoch [28][4800/7330] lr: 3.778e-08, eta: 12:53:12, time: 0.754, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0284, loss_cls: 0.1394, acc: 94.7222, loss_bbox: 0.1888, loss_mask: 0.1989, loss: 0.5729 +2022-09-23 00:52:49,616 - mmdet - INFO - Epoch [28][4850/7330] lr: 3.778e-08, eta: 12:52:33, time: 0.733, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0261, loss_cls: 0.1340, acc: 94.9663, loss_bbox: 0.1815, loss_mask: 0.1993, loss: 0.5575 +2022-09-23 00:53:26,747 - mmdet - INFO - Epoch [28][4900/7330] lr: 3.778e-08, eta: 12:51:54, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0274, loss_cls: 0.1396, acc: 94.8135, loss_bbox: 0.1856, loss_mask: 0.1997, loss: 0.5693 +2022-09-23 00:54:04,227 - mmdet - INFO - Epoch [28][4950/7330] lr: 3.778e-08, eta: 12:51:16, time: 0.750, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0291, loss_cls: 0.1392, acc: 94.8440, loss_bbox: 0.1882, loss_mask: 0.1972, loss: 0.5714 +2022-09-23 00:54:42,176 - mmdet - INFO - Epoch [28][5000/7330] lr: 3.778e-08, eta: 12:50:38, time: 0.758, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0290, loss_cls: 0.1410, acc: 94.5508, loss_bbox: 0.1925, loss_mask: 0.2003, loss: 0.5808 +2022-09-23 00:55:19,437 - mmdet - INFO - Epoch [28][5050/7330] lr: 3.778e-08, eta: 12:50:00, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0285, loss_cls: 0.1428, acc: 94.6069, loss_bbox: 0.1922, loss_mask: 0.1980, loss: 0.5785 +2022-09-23 00:55:56,172 - mmdet - INFO - Epoch [28][5100/7330] lr: 3.778e-08, eta: 12:49:21, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0283, loss_cls: 0.1378, acc: 94.8027, loss_bbox: 0.1909, loss_mask: 0.1994, loss: 0.5743 +2022-09-23 00:56:33,093 - mmdet - INFO - Epoch [28][5150/7330] lr: 3.778e-08, eta: 12:48:42, time: 0.738, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0267, loss_cls: 0.1325, acc: 95.0432, loss_bbox: 0.1825, loss_mask: 0.1964, loss: 0.5555 +2022-09-23 00:57:10,522 - mmdet - INFO - Epoch [28][5200/7330] lr: 3.778e-08, eta: 12:48:04, time: 0.748, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0270, loss_cls: 0.1360, acc: 94.8657, loss_bbox: 0.1868, loss_mask: 0.1947, loss: 0.5633 +2022-09-23 00:57:47,223 - mmdet - INFO - Epoch [28][5250/7330] lr: 3.778e-08, eta: 12:47:25, time: 0.735, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0278, loss_cls: 0.1324, acc: 95.0872, loss_bbox: 0.1824, loss_mask: 0.1927, loss: 0.5530 +2022-09-23 00:58:24,593 - mmdet - INFO - Epoch [28][5300/7330] lr: 3.778e-08, eta: 12:46:46, time: 0.747, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0265, loss_cls: 0.1342, acc: 94.8760, loss_bbox: 0.1836, loss_mask: 0.1926, loss: 0.5539 +2022-09-23 00:59:02,365 - mmdet - INFO - Epoch [28][5350/7330] lr: 3.778e-08, eta: 12:46:08, time: 0.755, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0295, loss_cls: 0.1372, acc: 94.7441, loss_bbox: 0.1887, loss_mask: 0.1975, loss: 0.5690 +2022-09-23 00:59:39,290 - mmdet - INFO - Epoch [28][5400/7330] lr: 3.778e-08, eta: 12:45:30, time: 0.739, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0289, loss_cls: 0.1339, acc: 94.9443, loss_bbox: 0.1846, loss_mask: 0.1988, loss: 0.5651 +2022-09-23 01:00:15,915 - mmdet - INFO - Epoch [28][5450/7330] lr: 3.778e-08, eta: 12:44:51, time: 0.732, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0281, loss_cls: 0.1342, acc: 94.8765, loss_bbox: 0.1840, loss_mask: 0.1968, loss: 0.5611 +2022-09-23 01:00:52,350 - mmdet - INFO - Epoch [28][5500/7330] lr: 3.778e-08, eta: 12:44:11, time: 0.729, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0297, loss_cls: 0.1431, acc: 94.5706, loss_bbox: 0.1928, loss_mask: 0.1984, loss: 0.5819 +2022-09-23 01:01:29,365 - mmdet - INFO - Epoch [28][5550/7330] lr: 3.778e-08, eta: 12:43:33, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0290, loss_cls: 0.1379, acc: 94.8379, loss_bbox: 0.1878, loss_mask: 0.1955, loss: 0.5680 +2022-09-23 01:02:06,705 - mmdet - INFO - Epoch [28][5600/7330] lr: 3.778e-08, eta: 12:42:54, time: 0.747, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0297, loss_cls: 0.1409, acc: 94.6458, loss_bbox: 0.1925, loss_mask: 0.2028, loss: 0.5844 +2022-09-23 01:02:43,717 - mmdet - INFO - Epoch [28][5650/7330] lr: 3.778e-08, eta: 12:42:16, time: 0.740, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0272, loss_cls: 0.1353, acc: 94.9375, loss_bbox: 0.1889, loss_mask: 0.1996, loss: 0.5671 +2022-09-23 01:03:21,315 - mmdet - INFO - Epoch [28][5700/7330] lr: 3.778e-08, eta: 12:41:37, time: 0.752, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0318, loss_cls: 0.1426, acc: 94.6924, loss_bbox: 0.1904, loss_mask: 0.2025, loss: 0.5866 +2022-09-23 01:03:58,329 - mmdet - INFO - Epoch [28][5750/7330] lr: 3.778e-08, eta: 12:40:59, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0294, loss_cls: 0.1358, acc: 94.8157, loss_bbox: 0.1902, loss_mask: 0.2021, loss: 0.5752 +2022-09-23 01:04:35,239 - mmdet - INFO - Epoch [28][5800/7330] lr: 3.778e-08, eta: 12:40:20, time: 0.738, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0294, loss_cls: 0.1379, acc: 94.7021, loss_bbox: 0.1936, loss_mask: 0.2039, loss: 0.5839 +2022-09-23 01:05:12,715 - mmdet - INFO - Epoch [28][5850/7330] lr: 3.778e-08, eta: 12:39:42, time: 0.748, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0282, loss_cls: 0.1334, acc: 94.9421, loss_bbox: 0.1841, loss_mask: 0.1981, loss: 0.5624 +2022-09-23 01:05:51,523 - mmdet - INFO - Epoch [28][5900/7330] lr: 3.778e-08, eta: 12:39:05, time: 0.776, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0302, loss_cls: 0.1431, acc: 94.6042, loss_bbox: 0.1943, loss_mask: 0.2003, loss: 0.5860 +2022-09-23 01:06:29,076 - mmdet - INFO - Epoch [28][5950/7330] lr: 3.778e-08, eta: 12:38:26, time: 0.752, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0298, loss_cls: 0.1412, acc: 94.7358, loss_bbox: 0.1910, loss_mask: 0.1982, loss: 0.5790 +2022-09-23 01:07:06,476 - mmdet - INFO - Epoch [28][6000/7330] lr: 3.778e-08, eta: 12:37:48, time: 0.747, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0287, loss_cls: 0.1438, acc: 94.5015, loss_bbox: 0.1941, loss_mask: 0.2025, loss: 0.5883 +2022-09-23 01:07:43,608 - mmdet - INFO - Epoch [28][6050/7330] lr: 3.778e-08, eta: 12:37:10, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0274, loss_cls: 0.1343, acc: 94.9307, loss_bbox: 0.1837, loss_mask: 0.1919, loss: 0.5552 +2022-09-23 01:08:20,560 - mmdet - INFO - Epoch [28][6100/7330] lr: 3.778e-08, eta: 12:36:31, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0264, loss_cls: 0.1307, acc: 95.1108, loss_bbox: 0.1814, loss_mask: 0.1934, loss: 0.5477 +2022-09-23 01:08:57,813 - mmdet - INFO - Epoch [28][6150/7330] lr: 3.778e-08, eta: 12:35:52, time: 0.745, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0292, loss_cls: 0.1454, acc: 94.4504, loss_bbox: 0.1988, loss_mask: 0.2024, loss: 0.5939 +2022-09-23 01:09:35,302 - mmdet - INFO - Epoch [28][6200/7330] lr: 3.778e-08, eta: 12:35:14, time: 0.750, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0289, loss_cls: 0.1371, acc: 94.8210, loss_bbox: 0.1854, loss_mask: 0.1969, loss: 0.5649 +2022-09-23 01:10:12,769 - mmdet - INFO - Epoch [28][6250/7330] lr: 3.778e-08, eta: 12:34:36, time: 0.749, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0258, loss_cls: 0.1312, acc: 95.0095, loss_bbox: 0.1821, loss_mask: 0.1946, loss: 0.5494 +2022-09-23 01:10:50,618 - mmdet - INFO - Epoch [28][6300/7330] lr: 3.778e-08, eta: 12:33:58, time: 0.757, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0269, loss_cls: 0.1358, acc: 94.8616, loss_bbox: 0.1837, loss_mask: 0.1976, loss: 0.5626 +2022-09-23 01:11:27,330 - mmdet - INFO - Epoch [28][6350/7330] lr: 3.778e-08, eta: 12:33:19, time: 0.734, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0294, loss_cls: 0.1393, acc: 94.7588, loss_bbox: 0.1896, loss_mask: 0.1981, loss: 0.5756 +2022-09-23 01:12:04,141 - mmdet - INFO - Epoch [28][6400/7330] lr: 3.778e-08, eta: 12:32:40, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0279, loss_cls: 0.1357, acc: 94.8701, loss_bbox: 0.1891, loss_mask: 0.1974, loss: 0.5670 +2022-09-23 01:12:41,058 - mmdet - INFO - Epoch [28][6450/7330] lr: 3.778e-08, eta: 12:32:01, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0280, loss_cls: 0.1339, acc: 95.0476, loss_bbox: 0.1791, loss_mask: 0.1956, loss: 0.5535 +2022-09-23 01:13:18,410 - mmdet - INFO - Epoch [28][6500/7330] lr: 3.778e-08, eta: 12:31:23, time: 0.747, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0286, loss_cls: 0.1347, acc: 94.9814, loss_bbox: 0.1880, loss_mask: 0.1944, loss: 0.5638 +2022-09-23 01:13:56,128 - mmdet - INFO - Epoch [28][6550/7330] lr: 3.778e-08, eta: 12:30:45, time: 0.754, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0290, loss_cls: 0.1373, acc: 94.7678, loss_bbox: 0.1922, loss_mask: 0.1979, loss: 0.5732 +2022-09-23 01:14:33,451 - mmdet - INFO - Epoch [28][6600/7330] lr: 3.778e-08, eta: 12:30:07, time: 0.746, data_time: 0.025, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0275, loss_cls: 0.1358, acc: 94.8420, loss_bbox: 0.1826, loss_mask: 0.1997, loss: 0.5619 +2022-09-23 01:15:10,379 - mmdet - INFO - Epoch [28][6650/7330] lr: 3.778e-08, eta: 12:29:28, time: 0.739, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0282, loss_cls: 0.1378, acc: 94.7517, loss_bbox: 0.1899, loss_mask: 0.1974, loss: 0.5704 +2022-09-23 01:15:48,063 - mmdet - INFO - Epoch [28][6700/7330] lr: 3.778e-08, eta: 12:28:50, time: 0.754, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0288, loss_cls: 0.1380, acc: 94.7351, loss_bbox: 0.1859, loss_mask: 0.1935, loss: 0.5627 +2022-09-23 01:16:25,319 - mmdet - INFO - Epoch [28][6750/7330] lr: 3.778e-08, eta: 12:28:11, time: 0.745, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0313, loss_cls: 0.1428, acc: 94.6414, loss_bbox: 0.1965, loss_mask: 0.2024, loss: 0.5913 +2022-09-23 01:17:02,263 - mmdet - INFO - Epoch [28][6800/7330] lr: 3.778e-08, eta: 12:27:33, time: 0.738, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0268, loss_cls: 0.1324, acc: 95.0928, loss_bbox: 0.1787, loss_mask: 0.1929, loss: 0.5475 +2022-09-23 01:17:39,380 - mmdet - INFO - Epoch [28][6850/7330] lr: 3.778e-08, eta: 12:26:54, time: 0.742, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0275, loss_cls: 0.1369, acc: 94.8359, loss_bbox: 0.1904, loss_mask: 0.1977, loss: 0.5702 +2022-09-23 01:18:16,075 - mmdet - INFO - Epoch [28][6900/7330] lr: 3.778e-08, eta: 12:26:15, time: 0.734, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0188, loss_rpn_bbox: 0.0293, loss_cls: 0.1437, acc: 94.5583, loss_bbox: 0.1983, loss_mask: 0.1982, loss: 0.5882 +2022-09-23 01:18:53,221 - mmdet - INFO - Epoch [28][6950/7330] lr: 3.778e-08, eta: 12:25:37, time: 0.743, data_time: 0.025, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0288, loss_cls: 0.1362, acc: 94.8767, loss_bbox: 0.1874, loss_mask: 0.1999, loss: 0.5699 +2022-09-23 01:19:30,395 - mmdet - INFO - Epoch [28][7000/7330] lr: 3.778e-08, eta: 12:24:58, time: 0.744, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0305, loss_cls: 0.1422, acc: 94.6592, loss_bbox: 0.1901, loss_mask: 0.1977, loss: 0.5791 +2022-09-23 01:20:07,806 - mmdet - INFO - Epoch [28][7050/7330] lr: 3.778e-08, eta: 12:24:20, time: 0.748, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0289, loss_cls: 0.1385, acc: 94.7405, loss_bbox: 0.1903, loss_mask: 0.1992, loss: 0.5734 +2022-09-23 01:20:44,840 - mmdet - INFO - Epoch [28][7100/7330] lr: 3.778e-08, eta: 12:23:41, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0276, loss_cls: 0.1357, acc: 94.8496, loss_bbox: 0.1874, loss_mask: 0.2021, loss: 0.5712 +2022-09-23 01:21:21,802 - mmdet - INFO - Epoch [28][7150/7330] lr: 3.778e-08, eta: 12:23:03, time: 0.739, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0288, loss_cls: 0.1387, acc: 94.7346, loss_bbox: 0.1893, loss_mask: 0.1960, loss: 0.5706 +2022-09-23 01:21:58,820 - mmdet - INFO - Epoch [28][7200/7330] lr: 3.778e-08, eta: 12:22:24, time: 0.740, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0270, loss_cls: 0.1404, acc: 94.7563, loss_bbox: 0.1899, loss_mask: 0.2009, loss: 0.5749 +2022-09-23 01:22:36,397 - mmdet - INFO - Epoch [28][7250/7330] lr: 3.778e-08, eta: 12:21:46, time: 0.751, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0300, loss_cls: 0.1439, acc: 94.5564, loss_bbox: 0.1970, loss_mask: 0.2053, loss: 0.5939 +2022-09-23 01:23:12,537 - mmdet - INFO - Epoch [28][7300/7330] lr: 3.778e-08, eta: 12:21:07, time: 0.724, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0292, loss_cls: 0.1442, acc: 94.6230, loss_bbox: 0.1979, loss_mask: 0.2082, loss: 0.5978 +2022-09-23 01:23:44,310 - mmdet - INFO - Saving checkpoint at 28 epochs +2022-09-23 01:26:37,324 - mmdet - INFO - Evaluating bbox... +2022-09-23 01:27:01,869 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.518 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.736 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.565 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.357 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.556 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.674 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.631 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.631 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.631 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.473 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.666 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.780 + +2022-09-23 01:27:01,869 - mmdet - INFO - Evaluating segm... +2022-09-23 01:27:32,286 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.459 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.705 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.496 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.270 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.490 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.656 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.566 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.566 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.566 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.401 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.605 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.731 + +2022-09-23 01:27:32,768 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 01:27:32,769 - mmdet - INFO - Epoch(val) [28][625] bbox_mAP: 0.5180, bbox_mAP_50: 0.7360, bbox_mAP_75: 0.5650, bbox_mAP_s: 0.3570, bbox_mAP_m: 0.5560, bbox_mAP_l: 0.6740, bbox_mAP_copypaste: 0.518 0.736 0.565 0.357 0.556 0.674, segm_mAP: 0.4590, segm_mAP_50: 0.7050, segm_mAP_75: 0.4960, segm_mAP_s: 0.2700, segm_mAP_m: 0.4900, segm_mAP_l: 0.6560, segm_mAP_copypaste: 0.459 0.705 0.496 0.270 0.490 0.656 +2022-09-23 01:30:37,913 - mmdet - INFO - Epoch [29][50/7330] lr: 3.778e-08, eta: 12:21:46, time: 3.702, data_time: 2.936, memory: 54014, loss_rpn_cls: 0.0200, loss_rpn_bbox: 0.0289, loss_cls: 0.1381, acc: 94.7478, loss_bbox: 0.1867, loss_mask: 0.1999, loss: 0.5736 +2022-09-23 01:31:15,868 - mmdet - INFO - Epoch [29][100/7330] lr: 3.778e-08, eta: 12:21:08, time: 0.759, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0287, loss_cls: 0.1362, acc: 94.9070, loss_bbox: 0.1891, loss_mask: 0.1952, loss: 0.5670 +2022-09-23 01:31:52,797 - mmdet - INFO - Epoch [29][150/7330] lr: 3.778e-08, eta: 12:20:29, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0262, loss_cls: 0.1295, acc: 95.0679, loss_bbox: 0.1793, loss_mask: 0.1920, loss: 0.5427 +2022-09-23 01:32:30,227 - mmdet - INFO - Epoch [29][200/7330] lr: 3.778e-08, eta: 12:19:50, time: 0.750, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0293, loss_cls: 0.1360, acc: 94.8083, loss_bbox: 0.1871, loss_mask: 0.1979, loss: 0.5698 +2022-09-23 01:33:07,907 - mmdet - INFO - Epoch [29][250/7330] lr: 3.778e-08, eta: 12:19:12, time: 0.753, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0300, loss_cls: 0.1351, acc: 94.9119, loss_bbox: 0.1857, loss_mask: 0.1992, loss: 0.5675 +2022-09-23 01:33:45,776 - mmdet - INFO - Epoch [29][300/7330] lr: 3.778e-08, eta: 12:18:34, time: 0.758, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0292, loss_cls: 0.1403, acc: 94.6250, loss_bbox: 0.1936, loss_mask: 0.2001, loss: 0.5814 +2022-09-23 01:34:22,789 - mmdet - INFO - Epoch [29][350/7330] lr: 3.778e-08, eta: 12:17:55, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0265, loss_cls: 0.1301, acc: 95.0183, loss_bbox: 0.1819, loss_mask: 0.1930, loss: 0.5471 +2022-09-23 01:35:00,945 - mmdet - INFO - Epoch [29][400/7330] lr: 3.778e-08, eta: 12:17:17, time: 0.763, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0273, loss_cls: 0.1268, acc: 95.1316, loss_bbox: 0.1784, loss_mask: 0.1945, loss: 0.5441 +2022-09-23 01:35:38,030 - mmdet - INFO - Epoch [29][450/7330] lr: 3.778e-08, eta: 12:16:39, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0303, loss_cls: 0.1379, acc: 94.7468, loss_bbox: 0.1916, loss_mask: 0.2030, loss: 0.5824 +2022-09-23 01:36:14,961 - mmdet - INFO - Epoch [29][500/7330] lr: 3.778e-08, eta: 12:16:00, time: 0.739, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0271, loss_cls: 0.1335, acc: 94.9954, loss_bbox: 0.1847, loss_mask: 0.2006, loss: 0.5643 +2022-09-23 01:36:52,924 - mmdet - INFO - Epoch [29][550/7330] lr: 3.778e-08, eta: 12:15:22, time: 0.759, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0297, loss_cls: 0.1395, acc: 94.7441, loss_bbox: 0.1863, loss_mask: 0.1989, loss: 0.5731 +2022-09-23 01:37:29,818 - mmdet - INFO - Epoch [29][600/7330] lr: 3.778e-08, eta: 12:14:43, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0279, loss_cls: 0.1323, acc: 95.0327, loss_bbox: 0.1844, loss_mask: 0.1982, loss: 0.5589 +2022-09-23 01:38:07,174 - mmdet - INFO - Epoch [29][650/7330] lr: 3.778e-08, eta: 12:14:05, time: 0.748, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0260, loss_cls: 0.1300, acc: 95.1013, loss_bbox: 0.1811, loss_mask: 0.1959, loss: 0.5487 +2022-09-23 01:38:44,286 - mmdet - INFO - Epoch [29][700/7330] lr: 3.778e-08, eta: 12:13:26, time: 0.741, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0280, loss_cls: 0.1380, acc: 94.8804, loss_bbox: 0.1866, loss_mask: 0.2023, loss: 0.5741 +2022-09-23 01:39:21,491 - mmdet - INFO - Epoch [29][750/7330] lr: 3.778e-08, eta: 12:12:47, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0277, loss_cls: 0.1385, acc: 94.8059, loss_bbox: 0.1865, loss_mask: 0.1989, loss: 0.5691 +2022-09-23 01:39:59,011 - mmdet - INFO - Epoch [29][800/7330] lr: 3.778e-08, eta: 12:12:09, time: 0.750, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0299, loss_cls: 0.1400, acc: 94.6868, loss_bbox: 0.1924, loss_mask: 0.1984, loss: 0.5782 +2022-09-23 01:40:36,309 - mmdet - INFO - Epoch [29][850/7330] lr: 3.778e-08, eta: 12:11:31, time: 0.746, data_time: 0.013, memory: 54014, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0259, loss_cls: 0.1278, acc: 95.1917, loss_bbox: 0.1750, loss_mask: 0.1925, loss: 0.5357 +2022-09-23 01:41:13,647 - mmdet - INFO - Epoch [29][900/7330] lr: 3.778e-08, eta: 12:10:52, time: 0.747, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0271, loss_cls: 0.1275, acc: 95.1267, loss_bbox: 0.1773, loss_mask: 0.1898, loss: 0.5379 +2022-09-23 01:41:50,598 - mmdet - INFO - Epoch [29][950/7330] lr: 3.778e-08, eta: 12:10:13, time: 0.739, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0274, loss_cls: 0.1342, acc: 94.9480, loss_bbox: 0.1830, loss_mask: 0.1958, loss: 0.5584 +2022-09-23 01:42:27,597 - mmdet - INFO - Epoch [29][1000/7330] lr: 3.778e-08, eta: 12:09:35, time: 0.740, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0285, loss_cls: 0.1353, acc: 94.8298, loss_bbox: 0.1862, loss_mask: 0.1946, loss: 0.5620 +2022-09-23 01:43:04,977 - mmdet - INFO - Epoch [29][1050/7330] lr: 3.778e-08, eta: 12:08:56, time: 0.746, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0195, loss_rpn_bbox: 0.0308, loss_cls: 0.1402, acc: 94.6704, loss_bbox: 0.1929, loss_mask: 0.2009, loss: 0.5843 +2022-09-23 01:43:42,360 - mmdet - INFO - Epoch [29][1100/7330] lr: 3.778e-08, eta: 12:08:18, time: 0.749, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0292, loss_cls: 0.1389, acc: 94.7048, loss_bbox: 0.1905, loss_mask: 0.1989, loss: 0.5747 +2022-09-23 01:44:19,379 - mmdet - INFO - Epoch [29][1150/7330] lr: 3.778e-08, eta: 12:07:39, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0261, loss_cls: 0.1261, acc: 95.2649, loss_bbox: 0.1740, loss_mask: 0.1896, loss: 0.5320 +2022-09-23 01:44:56,090 - mmdet - INFO - Epoch [29][1200/7330] lr: 3.778e-08, eta: 12:07:00, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0289, loss_cls: 0.1429, acc: 94.5857, loss_bbox: 0.1957, loss_mask: 0.2008, loss: 0.5876 +2022-09-23 01:45:34,138 - mmdet - INFO - Epoch [29][1250/7330] lr: 3.778e-08, eta: 12:06:22, time: 0.761, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0296, loss_cls: 0.1397, acc: 94.6782, loss_bbox: 0.1932, loss_mask: 0.2007, loss: 0.5808 +2022-09-23 01:46:11,833 - mmdet - INFO - Epoch [29][1300/7330] lr: 3.778e-08, eta: 12:05:44, time: 0.754, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0274, loss_cls: 0.1336, acc: 94.9976, loss_bbox: 0.1850, loss_mask: 0.1982, loss: 0.5605 +2022-09-23 01:46:48,831 - mmdet - INFO - Epoch [29][1350/7330] lr: 3.778e-08, eta: 12:05:05, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0268, loss_cls: 0.1333, acc: 94.9993, loss_bbox: 0.1810, loss_mask: 0.1949, loss: 0.5526 +2022-09-23 01:47:25,527 - mmdet - INFO - Epoch [29][1400/7330] lr: 3.778e-08, eta: 12:04:26, time: 0.734, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0293, loss_cls: 0.1410, acc: 94.7034, loss_bbox: 0.1920, loss_mask: 0.2043, loss: 0.5833 +2022-09-23 01:48:03,228 - mmdet - INFO - Epoch [29][1450/7330] lr: 3.778e-08, eta: 12:03:48, time: 0.754, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0287, loss_cls: 0.1435, acc: 94.6077, loss_bbox: 0.1925, loss_mask: 0.1994, loss: 0.5825 +2022-09-23 01:48:40,597 - mmdet - INFO - Epoch [29][1500/7330] lr: 3.778e-08, eta: 12:03:10, time: 0.747, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0297, loss_cls: 0.1412, acc: 94.6538, loss_bbox: 0.1922, loss_mask: 0.2022, loss: 0.5833 +2022-09-23 01:49:18,315 - mmdet - INFO - Epoch [29][1550/7330] lr: 3.778e-08, eta: 12:02:32, time: 0.754, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0277, loss_cls: 0.1332, acc: 94.9722, loss_bbox: 0.1839, loss_mask: 0.1982, loss: 0.5602 +2022-09-23 01:49:55,320 - mmdet - INFO - Epoch [29][1600/7330] lr: 3.778e-08, eta: 12:01:53, time: 0.740, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0293, loss_cls: 0.1380, acc: 94.7385, loss_bbox: 0.1941, loss_mask: 0.1996, loss: 0.5792 +2022-09-23 01:50:32,564 - mmdet - INFO - Epoch [29][1650/7330] lr: 3.778e-08, eta: 12:01:14, time: 0.745, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0285, loss_cls: 0.1377, acc: 94.8347, loss_bbox: 0.1878, loss_mask: 0.1985, loss: 0.5696 +2022-09-23 01:51:09,805 - mmdet - INFO - Epoch [29][1700/7330] lr: 3.778e-08, eta: 12:00:36, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0289, loss_cls: 0.1334, acc: 94.9768, loss_bbox: 0.1862, loss_mask: 0.1977, loss: 0.5620 +2022-09-23 01:51:46,701 - mmdet - INFO - Epoch [29][1750/7330] lr: 3.778e-08, eta: 11:59:57, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0267, loss_cls: 0.1305, acc: 95.0962, loss_bbox: 0.1827, loss_mask: 0.1972, loss: 0.5538 +2022-09-23 01:52:23,854 - mmdet - INFO - Epoch [29][1800/7330] lr: 3.778e-08, eta: 11:59:19, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0295, loss_cls: 0.1344, acc: 94.9150, loss_bbox: 0.1854, loss_mask: 0.1965, loss: 0.5638 +2022-09-23 01:53:01,292 - mmdet - INFO - Epoch [29][1850/7330] lr: 3.778e-08, eta: 11:58:40, time: 0.749, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0271, loss_cls: 0.1371, acc: 94.8340, loss_bbox: 0.1837, loss_mask: 0.1999, loss: 0.5660 +2022-09-23 01:53:38,258 - mmdet - INFO - Epoch [29][1900/7330] lr: 3.778e-08, eta: 11:58:01, time: 0.739, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0269, loss_cls: 0.1299, acc: 95.0681, loss_bbox: 0.1823, loss_mask: 0.1940, loss: 0.5484 +2022-09-23 01:54:15,124 - mmdet - INFO - Epoch [29][1950/7330] lr: 3.778e-08, eta: 11:57:23, time: 0.737, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0292, loss_cls: 0.1451, acc: 94.6230, loss_bbox: 0.2003, loss_mask: 0.1973, loss: 0.5893 +2022-09-23 01:54:52,341 - mmdet - INFO - Epoch [29][2000/7330] lr: 3.778e-08, eta: 11:56:44, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0270, loss_cls: 0.1360, acc: 94.8892, loss_bbox: 0.1871, loss_mask: 0.1966, loss: 0.5637 +2022-09-23 01:55:29,756 - mmdet - INFO - Epoch [29][2050/7330] lr: 3.778e-08, eta: 11:56:06, time: 0.748, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0249, loss_cls: 0.1314, acc: 95.0657, loss_bbox: 0.1778, loss_mask: 0.1915, loss: 0.5400 +2022-09-23 01:56:07,272 - mmdet - INFO - Epoch [29][2100/7330] lr: 3.778e-08, eta: 11:55:27, time: 0.750, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0291, loss_cls: 0.1385, acc: 94.7603, loss_bbox: 0.1884, loss_mask: 0.1986, loss: 0.5709 +2022-09-23 01:56:44,536 - mmdet - INFO - Epoch [29][2150/7330] lr: 3.778e-08, eta: 11:54:49, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0276, loss_cls: 0.1313, acc: 95.0249, loss_bbox: 0.1823, loss_mask: 0.1918, loss: 0.5501 +2022-09-23 01:57:21,823 - mmdet - INFO - Epoch [29][2200/7330] lr: 3.778e-08, eta: 11:54:10, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0277, loss_cls: 0.1376, acc: 94.7832, loss_bbox: 0.1848, loss_mask: 0.1970, loss: 0.5629 +2022-09-23 01:57:59,043 - mmdet - INFO - Epoch [29][2250/7330] lr: 3.778e-08, eta: 11:53:32, time: 0.745, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0293, loss_cls: 0.1443, acc: 94.5754, loss_bbox: 0.1996, loss_mask: 0.2050, loss: 0.5951 +2022-09-23 01:58:36,125 - mmdet - INFO - Epoch [29][2300/7330] lr: 3.778e-08, eta: 11:52:53, time: 0.742, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0292, loss_cls: 0.1386, acc: 94.7102, loss_bbox: 0.1924, loss_mask: 0.2002, loss: 0.5793 +2022-09-23 01:59:13,462 - mmdet - INFO - Epoch [29][2350/7330] lr: 3.778e-08, eta: 11:52:15, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0273, loss_cls: 0.1292, acc: 95.1106, loss_bbox: 0.1826, loss_mask: 0.1994, loss: 0.5528 +2022-09-23 01:59:51,063 - mmdet - INFO - Epoch [29][2400/7330] lr: 3.778e-08, eta: 11:51:37, time: 0.753, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0301, loss_cls: 0.1446, acc: 94.4265, loss_bbox: 0.1990, loss_mask: 0.2034, loss: 0.5954 +2022-09-23 02:00:32,805 - mmdet - INFO - Epoch [29][2450/7330] lr: 3.778e-08, eta: 11:51:02, time: 0.835, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0265, loss_cls: 0.1329, acc: 95.0579, loss_bbox: 0.1786, loss_mask: 0.1895, loss: 0.5440 +2022-09-23 02:01:10,446 - mmdet - INFO - Epoch [29][2500/7330] lr: 3.778e-08, eta: 11:50:23, time: 0.753, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0274, loss_cls: 0.1340, acc: 94.9609, loss_bbox: 0.1852, loss_mask: 0.1954, loss: 0.5596 +2022-09-23 02:01:47,067 - mmdet - INFO - Epoch [29][2550/7330] lr: 3.778e-08, eta: 11:49:44, time: 0.732, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0271, loss_cls: 0.1305, acc: 95.0393, loss_bbox: 0.1787, loss_mask: 0.1923, loss: 0.5460 +2022-09-23 02:02:24,403 - mmdet - INFO - Epoch [29][2600/7330] lr: 3.778e-08, eta: 11:49:06, time: 0.747, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0272, loss_cls: 0.1319, acc: 95.0173, loss_bbox: 0.1833, loss_mask: 0.1955, loss: 0.5544 +2022-09-23 02:03:01,956 - mmdet - INFO - Epoch [29][2650/7330] lr: 3.778e-08, eta: 11:48:28, time: 0.751, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0272, loss_cls: 0.1302, acc: 95.0483, loss_bbox: 0.1810, loss_mask: 0.1922, loss: 0.5461 +2022-09-23 02:03:39,153 - mmdet - INFO - Epoch [29][2700/7330] lr: 3.778e-08, eta: 11:47:49, time: 0.744, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0270, loss_cls: 0.1338, acc: 95.0081, loss_bbox: 0.1837, loss_mask: 0.1964, loss: 0.5572 +2022-09-23 02:04:16,316 - mmdet - INFO - Epoch [29][2750/7330] lr: 3.778e-08, eta: 11:47:11, time: 0.743, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0288, loss_cls: 0.1359, acc: 94.9028, loss_bbox: 0.1865, loss_mask: 0.1944, loss: 0.5639 +2022-09-23 02:04:53,481 - mmdet - INFO - Epoch [29][2800/7330] lr: 3.778e-08, eta: 11:46:32, time: 0.744, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0285, loss_cls: 0.1350, acc: 94.8865, loss_bbox: 0.1896, loss_mask: 0.1985, loss: 0.5682 +2022-09-23 02:05:31,036 - mmdet - INFO - Epoch [29][2850/7330] lr: 3.778e-08, eta: 11:45:54, time: 0.750, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0279, loss_cls: 0.1305, acc: 95.0833, loss_bbox: 0.1818, loss_mask: 0.1938, loss: 0.5509 +2022-09-23 02:06:07,836 - mmdet - INFO - Epoch [29][2900/7330] lr: 3.778e-08, eta: 11:45:15, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0277, loss_cls: 0.1331, acc: 94.9722, loss_bbox: 0.1829, loss_mask: 0.1955, loss: 0.5561 +2022-09-23 02:06:46,408 - mmdet - INFO - Epoch [29][2950/7330] lr: 3.778e-08, eta: 11:44:38, time: 0.771, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0270, loss_cls: 0.1241, acc: 95.2034, loss_bbox: 0.1756, loss_mask: 0.1932, loss: 0.5375 +2022-09-23 02:07:23,195 - mmdet - INFO - Epoch [29][3000/7330] lr: 3.778e-08, eta: 11:43:59, time: 0.736, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0270, loss_cls: 0.1322, acc: 94.8823, loss_bbox: 0.1873, loss_mask: 0.1967, loss: 0.5578 +2022-09-23 02:08:00,829 - mmdet - INFO - Epoch [29][3050/7330] lr: 3.778e-08, eta: 11:43:21, time: 0.753, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0276, loss_cls: 0.1365, acc: 94.8779, loss_bbox: 0.1850, loss_mask: 0.1956, loss: 0.5605 +2022-09-23 02:08:37,476 - mmdet - INFO - Epoch [29][3100/7330] lr: 3.778e-08, eta: 11:42:42, time: 0.733, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0272, loss_cls: 0.1341, acc: 94.9983, loss_bbox: 0.1840, loss_mask: 0.1948, loss: 0.5557 +2022-09-23 02:09:15,098 - mmdet - INFO - Epoch [29][3150/7330] lr: 3.778e-08, eta: 11:42:03, time: 0.752, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0269, loss_cls: 0.1317, acc: 95.0344, loss_bbox: 0.1804, loss_mask: 0.1953, loss: 0.5504 +2022-09-23 02:09:52,251 - mmdet - INFO - Epoch [29][3200/7330] lr: 3.778e-08, eta: 11:41:25, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0273, loss_cls: 0.1285, acc: 95.0728, loss_bbox: 0.1743, loss_mask: 0.1963, loss: 0.5425 +2022-09-23 02:10:29,058 - mmdet - INFO - Epoch [29][3250/7330] lr: 3.778e-08, eta: 11:40:46, time: 0.736, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0274, loss_cls: 0.1316, acc: 95.0969, loss_bbox: 0.1803, loss_mask: 0.1936, loss: 0.5496 +2022-09-23 02:11:06,188 - mmdet - INFO - Epoch [29][3300/7330] lr: 3.778e-08, eta: 11:40:08, time: 0.743, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0258, loss_cls: 0.1298, acc: 95.0525, loss_bbox: 0.1814, loss_mask: 0.1971, loss: 0.5496 +2022-09-23 02:11:43,403 - mmdet - INFO - Epoch [29][3350/7330] lr: 3.778e-08, eta: 11:39:29, time: 0.744, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0298, loss_cls: 0.1396, acc: 94.7634, loss_bbox: 0.1884, loss_mask: 0.1980, loss: 0.5728 +2022-09-23 02:12:20,202 - mmdet - INFO - Epoch [29][3400/7330] lr: 3.778e-08, eta: 11:38:50, time: 0.736, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0260, loss_cls: 0.1310, acc: 95.0444, loss_bbox: 0.1797, loss_mask: 0.1935, loss: 0.5474 +2022-09-23 02:12:57,589 - mmdet - INFO - Epoch [29][3450/7330] lr: 3.778e-08, eta: 11:38:12, time: 0.748, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0304, loss_cls: 0.1402, acc: 94.7029, loss_bbox: 0.1892, loss_mask: 0.1951, loss: 0.5740 +2022-09-23 02:13:34,146 - mmdet - INFO - Epoch [29][3500/7330] lr: 3.778e-08, eta: 11:37:33, time: 0.731, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0283, loss_cls: 0.1337, acc: 94.8875, loss_bbox: 0.1906, loss_mask: 0.1989, loss: 0.5685 +2022-09-23 02:14:11,145 - mmdet - INFO - Epoch [29][3550/7330] lr: 3.778e-08, eta: 11:36:54, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0286, loss_cls: 0.1351, acc: 94.8721, loss_bbox: 0.1854, loss_mask: 0.1939, loss: 0.5605 +2022-09-23 02:14:49,121 - mmdet - INFO - Epoch [29][3600/7330] lr: 3.778e-08, eta: 11:36:16, time: 0.760, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0292, loss_cls: 0.1387, acc: 94.7197, loss_bbox: 0.1859, loss_mask: 0.1999, loss: 0.5734 +2022-09-23 02:15:26,808 - mmdet - INFO - Epoch [29][3650/7330] lr: 3.778e-08, eta: 11:35:38, time: 0.754, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0284, loss_cls: 0.1329, acc: 94.9878, loss_bbox: 0.1845, loss_mask: 0.1964, loss: 0.5574 +2022-09-23 02:16:03,993 - mmdet - INFO - Epoch [29][3700/7330] lr: 3.778e-08, eta: 11:35:00, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0289, loss_cls: 0.1378, acc: 94.8845, loss_bbox: 0.1880, loss_mask: 0.1944, loss: 0.5679 +2022-09-23 02:16:40,929 - mmdet - INFO - Epoch [29][3750/7330] lr: 3.778e-08, eta: 11:34:21, time: 0.739, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0279, loss_cls: 0.1348, acc: 94.8779, loss_bbox: 0.1860, loss_mask: 0.1999, loss: 0.5666 +2022-09-23 02:17:17,784 - mmdet - INFO - Epoch [29][3800/7330] lr: 3.778e-08, eta: 11:33:42, time: 0.737, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0276, loss_cls: 0.1304, acc: 95.0095, loss_bbox: 0.1824, loss_mask: 0.1945, loss: 0.5505 +2022-09-23 02:17:55,059 - mmdet - INFO - Epoch [29][3850/7330] lr: 3.778e-08, eta: 11:33:04, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0274, loss_cls: 0.1275, acc: 95.1990, loss_bbox: 0.1785, loss_mask: 0.1976, loss: 0.5468 +2022-09-23 02:18:32,063 - mmdet - INFO - Epoch [29][3900/7330] lr: 3.778e-08, eta: 11:32:25, time: 0.740, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0239, loss_cls: 0.1292, acc: 95.1599, loss_bbox: 0.1787, loss_mask: 0.1942, loss: 0.5401 +2022-09-23 02:19:09,249 - mmdet - INFO - Epoch [29][3950/7330] lr: 3.778e-08, eta: 11:31:47, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0273, loss_cls: 0.1332, acc: 95.0032, loss_bbox: 0.1817, loss_mask: 0.1912, loss: 0.5489 +2022-09-23 02:19:46,061 - mmdet - INFO - Epoch [29][4000/7330] lr: 3.778e-08, eta: 11:31:08, time: 0.736, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0268, loss_cls: 0.1303, acc: 95.1040, loss_bbox: 0.1808, loss_mask: 0.1917, loss: 0.5463 +2022-09-23 02:20:23,373 - mmdet - INFO - Epoch [29][4050/7330] lr: 3.778e-08, eta: 11:30:30, time: 0.746, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0254, loss_cls: 0.1283, acc: 95.1018, loss_bbox: 0.1789, loss_mask: 0.1985, loss: 0.5455 +2022-09-23 02:21:00,759 - mmdet - INFO - Epoch [29][4100/7330] lr: 3.778e-08, eta: 11:29:51, time: 0.748, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0275, loss_cls: 0.1381, acc: 94.7676, loss_bbox: 0.1891, loss_mask: 0.2010, loss: 0.5738 +2022-09-23 02:21:38,066 - mmdet - INFO - Epoch [29][4150/7330] lr: 3.778e-08, eta: 11:29:13, time: 0.746, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0284, loss_cls: 0.1375, acc: 94.7805, loss_bbox: 0.1914, loss_mask: 0.1999, loss: 0.5742 +2022-09-23 02:22:15,501 - mmdet - INFO - Epoch [29][4200/7330] lr: 3.778e-08, eta: 11:28:35, time: 0.749, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0278, loss_cls: 0.1372, acc: 94.8052, loss_bbox: 0.1844, loss_mask: 0.1960, loss: 0.5628 +2022-09-23 02:22:53,045 - mmdet - INFO - Epoch [29][4250/7330] lr: 3.778e-08, eta: 11:27:56, time: 0.751, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0272, loss_cls: 0.1352, acc: 94.9727, loss_bbox: 0.1826, loss_mask: 0.1962, loss: 0.5587 +2022-09-23 02:23:30,425 - mmdet - INFO - Epoch [29][4300/7330] lr: 3.778e-08, eta: 11:27:18, time: 0.748, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0299, loss_cls: 0.1452, acc: 94.5085, loss_bbox: 0.1982, loss_mask: 0.2021, loss: 0.5942 +2022-09-23 02:24:07,525 - mmdet - INFO - Epoch [29][4350/7330] lr: 3.778e-08, eta: 11:26:39, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0259, loss_cls: 0.1306, acc: 95.0671, loss_bbox: 0.1815, loss_mask: 0.1933, loss: 0.5480 +2022-09-23 02:24:44,571 - mmdet - INFO - Epoch [29][4400/7330] lr: 3.778e-08, eta: 11:26:01, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0275, loss_cls: 0.1398, acc: 94.7190, loss_bbox: 0.1928, loss_mask: 0.1967, loss: 0.5747 +2022-09-23 02:25:21,735 - mmdet - INFO - Epoch [29][4450/7330] lr: 3.778e-08, eta: 11:25:22, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0283, loss_cls: 0.1360, acc: 94.9341, loss_bbox: 0.1818, loss_mask: 0.1947, loss: 0.5578 +2022-09-23 02:25:58,923 - mmdet - INFO - Epoch [29][4500/7330] lr: 3.778e-08, eta: 11:24:44, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0297, loss_cls: 0.1369, acc: 94.8132, loss_bbox: 0.1886, loss_mask: 0.1982, loss: 0.5712 +2022-09-23 02:26:36,196 - mmdet - INFO - Epoch [29][4550/7330] lr: 3.778e-08, eta: 11:24:06, time: 0.747, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0311, loss_cls: 0.1411, acc: 94.7024, loss_bbox: 0.1903, loss_mask: 0.2017, loss: 0.5836 +2022-09-23 02:27:13,006 - mmdet - INFO - Epoch [29][4600/7330] lr: 3.778e-08, eta: 11:23:27, time: 0.736, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0275, loss_cls: 0.1322, acc: 95.0093, loss_bbox: 0.1846, loss_mask: 0.1975, loss: 0.5591 +2022-09-23 02:27:50,029 - mmdet - INFO - Epoch [29][4650/7330] lr: 3.778e-08, eta: 11:22:48, time: 0.740, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0266, loss_cls: 0.1321, acc: 94.9680, loss_bbox: 0.1809, loss_mask: 0.1892, loss: 0.5460 +2022-09-23 02:28:26,938 - mmdet - INFO - Epoch [29][4700/7330] lr: 3.778e-08, eta: 11:22:10, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0274, loss_cls: 0.1360, acc: 94.8523, loss_bbox: 0.1891, loss_mask: 0.1994, loss: 0.5693 +2022-09-23 02:29:03,898 - mmdet - INFO - Epoch [29][4750/7330] lr: 3.778e-08, eta: 11:21:31, time: 0.739, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0252, loss_cls: 0.1312, acc: 95.0078, loss_bbox: 0.1774, loss_mask: 0.1907, loss: 0.5407 +2022-09-23 02:29:40,368 - mmdet - INFO - Epoch [29][4800/7330] lr: 3.778e-08, eta: 11:20:52, time: 0.730, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0246, loss_cls: 0.1174, acc: 95.5081, loss_bbox: 0.1688, loss_mask: 0.1909, loss: 0.5163 +2022-09-23 02:30:18,200 - mmdet - INFO - Epoch [29][4850/7330] lr: 3.778e-08, eta: 11:20:14, time: 0.756, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0288, loss_cls: 0.1381, acc: 94.8010, loss_bbox: 0.1913, loss_mask: 0.1958, loss: 0.5720 +2022-09-23 02:30:55,282 - mmdet - INFO - Epoch [29][4900/7330] lr: 3.778e-08, eta: 11:19:35, time: 0.743, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0261, loss_cls: 0.1271, acc: 95.1799, loss_bbox: 0.1762, loss_mask: 0.1904, loss: 0.5368 +2022-09-23 02:31:32,368 - mmdet - INFO - Epoch [29][4950/7330] lr: 3.778e-08, eta: 11:18:57, time: 0.741, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0294, loss_cls: 0.1376, acc: 94.7302, loss_bbox: 0.1928, loss_mask: 0.2000, loss: 0.5768 +2022-09-23 02:32:09,032 - mmdet - INFO - Epoch [29][5000/7330] lr: 3.778e-08, eta: 11:18:18, time: 0.734, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0284, loss_cls: 0.1317, acc: 95.0183, loss_bbox: 0.1829, loss_mask: 0.1927, loss: 0.5529 +2022-09-23 02:32:45,479 - mmdet - INFO - Epoch [29][5050/7330] lr: 3.778e-08, eta: 11:17:39, time: 0.729, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0267, loss_cls: 0.1341, acc: 94.8608, loss_bbox: 0.1854, loss_mask: 0.1941, loss: 0.5573 +2022-09-23 02:33:22,447 - mmdet - INFO - Epoch [29][5100/7330] lr: 3.778e-08, eta: 11:17:01, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0270, loss_cls: 0.1328, acc: 95.0315, loss_bbox: 0.1831, loss_mask: 0.1956, loss: 0.5555 +2022-09-23 02:33:59,250 - mmdet - INFO - Epoch [29][5150/7330] lr: 3.778e-08, eta: 11:16:22, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0294, loss_cls: 0.1372, acc: 94.7642, loss_bbox: 0.1878, loss_mask: 0.1978, loss: 0.5703 +2022-09-23 02:34:36,248 - mmdet - INFO - Epoch [29][5200/7330] lr: 3.778e-08, eta: 11:15:43, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0274, loss_cls: 0.1280, acc: 95.1621, loss_bbox: 0.1784, loss_mask: 0.1917, loss: 0.5425 +2022-09-23 02:35:13,419 - mmdet - INFO - Epoch [29][5250/7330] lr: 3.778e-08, eta: 11:15:05, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0267, loss_cls: 0.1328, acc: 95.0269, loss_bbox: 0.1831, loss_mask: 0.1935, loss: 0.5540 +2022-09-23 02:35:50,972 - mmdet - INFO - Epoch [29][5300/7330] lr: 3.778e-08, eta: 11:14:27, time: 0.751, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0278, loss_cls: 0.1314, acc: 95.0405, loss_bbox: 0.1843, loss_mask: 0.1907, loss: 0.5498 +2022-09-23 02:36:28,277 - mmdet - INFO - Epoch [29][5350/7330] lr: 3.778e-08, eta: 11:13:48, time: 0.746, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0272, loss_cls: 0.1282, acc: 95.1572, loss_bbox: 0.1768, loss_mask: 0.1950, loss: 0.5433 +2022-09-23 02:37:04,788 - mmdet - INFO - Epoch [29][5400/7330] lr: 3.778e-08, eta: 11:13:09, time: 0.730, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0262, loss_cls: 0.1269, acc: 95.1394, loss_bbox: 0.1824, loss_mask: 0.1964, loss: 0.5473 +2022-09-23 02:37:41,395 - mmdet - INFO - Epoch [29][5450/7330] lr: 3.778e-08, eta: 11:12:31, time: 0.731, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0267, loss_cls: 0.1299, acc: 95.0999, loss_bbox: 0.1793, loss_mask: 0.1932, loss: 0.5451 +2022-09-23 02:38:18,657 - mmdet - INFO - Epoch [29][5500/7330] lr: 3.778e-08, eta: 11:11:52, time: 0.746, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0276, loss_cls: 0.1327, acc: 95.0020, loss_bbox: 0.1833, loss_mask: 0.1925, loss: 0.5531 +2022-09-23 02:38:55,796 - mmdet - INFO - Epoch [29][5550/7330] lr: 3.778e-08, eta: 11:11:14, time: 0.743, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0284, loss_cls: 0.1374, acc: 94.7773, loss_bbox: 0.1905, loss_mask: 0.2026, loss: 0.5752 +2022-09-23 02:39:33,340 - mmdet - INFO - Epoch [29][5600/7330] lr: 3.778e-08, eta: 11:10:36, time: 0.751, data_time: 0.024, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0287, loss_cls: 0.1374, acc: 94.7937, loss_bbox: 0.1884, loss_mask: 0.2051, loss: 0.5772 +2022-09-23 02:40:09,959 - mmdet - INFO - Epoch [29][5650/7330] lr: 3.778e-08, eta: 11:09:57, time: 0.732, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0273, loss_cls: 0.1355, acc: 94.8081, loss_bbox: 0.1882, loss_mask: 0.1925, loss: 0.5613 +2022-09-23 02:40:47,251 - mmdet - INFO - Epoch [29][5700/7330] lr: 3.778e-08, eta: 11:09:18, time: 0.746, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0272, loss_cls: 0.1369, acc: 94.7854, loss_bbox: 0.1887, loss_mask: 0.1985, loss: 0.5678 +2022-09-23 02:41:24,171 - mmdet - INFO - Epoch [29][5750/7330] lr: 3.778e-08, eta: 11:08:40, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0271, loss_cls: 0.1335, acc: 94.9238, loss_bbox: 0.1808, loss_mask: 0.1905, loss: 0.5486 +2022-09-23 02:42:01,232 - mmdet - INFO - Epoch [29][5800/7330] lr: 3.778e-08, eta: 11:08:01, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0283, loss_cls: 0.1347, acc: 94.8582, loss_bbox: 0.1903, loss_mask: 0.1979, loss: 0.5686 +2022-09-23 02:42:38,027 - mmdet - INFO - Epoch [29][5850/7330] lr: 3.778e-08, eta: 11:07:23, time: 0.736, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0270, loss_cls: 0.1306, acc: 95.0583, loss_bbox: 0.1812, loss_mask: 0.1930, loss: 0.5487 +2022-09-23 02:43:15,141 - mmdet - INFO - Epoch [29][5900/7330] lr: 3.778e-08, eta: 11:06:44, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0283, loss_cls: 0.1365, acc: 94.8110, loss_bbox: 0.1879, loss_mask: 0.1951, loss: 0.5650 +2022-09-23 02:43:52,329 - mmdet - INFO - Epoch [29][5950/7330] lr: 3.778e-08, eta: 11:06:06, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0270, loss_cls: 0.1366, acc: 94.8372, loss_bbox: 0.1864, loss_mask: 0.1957, loss: 0.5615 +2022-09-23 02:44:29,242 - mmdet - INFO - Epoch [29][6000/7330] lr: 3.778e-08, eta: 11:05:27, time: 0.738, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0294, loss_cls: 0.1328, acc: 94.9905, loss_bbox: 0.1895, loss_mask: 0.1965, loss: 0.5649 +2022-09-23 02:45:06,212 - mmdet - INFO - Epoch [29][6050/7330] lr: 3.778e-08, eta: 11:04:49, time: 0.740, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0293, loss_cls: 0.1369, acc: 94.8401, loss_bbox: 0.1893, loss_mask: 0.2005, loss: 0.5728 +2022-09-23 02:45:43,022 - mmdet - INFO - Epoch [29][6100/7330] lr: 3.778e-08, eta: 11:04:10, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0281, loss_cls: 0.1322, acc: 94.9846, loss_bbox: 0.1834, loss_mask: 0.1958, loss: 0.5565 +2022-09-23 02:46:20,505 - mmdet - INFO - Epoch [29][6150/7330] lr: 3.778e-08, eta: 11:03:32, time: 0.750, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0274, loss_cls: 0.1344, acc: 94.9822, loss_bbox: 0.1812, loss_mask: 0.2004, loss: 0.5619 +2022-09-23 02:46:56,802 - mmdet - INFO - Epoch [29][6200/7330] lr: 3.778e-08, eta: 11:02:53, time: 0.726, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0276, loss_cls: 0.1332, acc: 94.9124, loss_bbox: 0.1846, loss_mask: 0.1931, loss: 0.5550 +2022-09-23 02:47:33,464 - mmdet - INFO - Epoch [29][6250/7330] lr: 3.778e-08, eta: 11:02:14, time: 0.733, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0279, loss_cls: 0.1380, acc: 94.8765, loss_bbox: 0.1875, loss_mask: 0.2004, loss: 0.5703 +2022-09-23 02:48:10,536 - mmdet - INFO - Epoch [29][6300/7330] lr: 3.778e-08, eta: 11:01:35, time: 0.741, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0291, loss_cls: 0.1347, acc: 94.8274, loss_bbox: 0.1864, loss_mask: 0.1976, loss: 0.5642 +2022-09-23 02:48:47,872 - mmdet - INFO - Epoch [29][6350/7330] lr: 3.778e-08, eta: 11:00:57, time: 0.746, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0274, loss_cls: 0.1241, acc: 95.2708, loss_bbox: 0.1728, loss_mask: 0.1906, loss: 0.5305 +2022-09-23 02:49:24,249 - mmdet - INFO - Epoch [29][6400/7330] lr: 3.778e-08, eta: 11:00:18, time: 0.729, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0306, loss_cls: 0.1370, acc: 94.7974, loss_bbox: 0.1925, loss_mask: 0.1933, loss: 0.5730 +2022-09-23 02:50:00,779 - mmdet - INFO - Epoch [29][6450/7330] lr: 3.778e-08, eta: 10:59:39, time: 0.731, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0263, loss_cls: 0.1361, acc: 94.8086, loss_bbox: 0.1836, loss_mask: 0.1974, loss: 0.5606 +2022-09-23 02:50:37,875 - mmdet - INFO - Epoch [29][6500/7330] lr: 3.778e-08, eta: 10:59:01, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0288, loss_cls: 0.1367, acc: 94.8577, loss_bbox: 0.1835, loss_mask: 0.1947, loss: 0.5615 +2022-09-23 02:51:15,646 - mmdet - INFO - Epoch [29][6550/7330] lr: 3.778e-08, eta: 10:58:23, time: 0.756, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0277, loss_cls: 0.1322, acc: 94.9673, loss_bbox: 0.1846, loss_mask: 0.2004, loss: 0.5619 +2022-09-23 02:51:52,824 - mmdet - INFO - Epoch [29][6600/7330] lr: 3.778e-08, eta: 10:57:44, time: 0.744, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0300, loss_cls: 0.1394, acc: 94.8086, loss_bbox: 0.1920, loss_mask: 0.1982, loss: 0.5785 +2022-09-23 02:52:30,222 - mmdet - INFO - Epoch [29][6650/7330] lr: 3.778e-08, eta: 10:57:06, time: 0.748, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0273, loss_cls: 0.1352, acc: 94.9558, loss_bbox: 0.1835, loss_mask: 0.1990, loss: 0.5617 +2022-09-23 02:53:07,159 - mmdet - INFO - Epoch [29][6700/7330] lr: 3.778e-08, eta: 10:56:28, time: 0.739, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0259, loss_cls: 0.1302, acc: 95.0195, loss_bbox: 0.1803, loss_mask: 0.1915, loss: 0.5439 +2022-09-23 02:53:44,425 - mmdet - INFO - Epoch [29][6750/7330] lr: 3.778e-08, eta: 10:55:49, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0293, loss_cls: 0.1375, acc: 94.8186, loss_bbox: 0.1881, loss_mask: 0.2038, loss: 0.5760 +2022-09-23 02:54:21,649 - mmdet - INFO - Epoch [29][6800/7330] lr: 3.778e-08, eta: 10:55:11, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0290, loss_cls: 0.1412, acc: 94.7061, loss_bbox: 0.1930, loss_mask: 0.1973, loss: 0.5801 +2022-09-23 02:54:58,535 - mmdet - INFO - Epoch [29][6850/7330] lr: 3.778e-08, eta: 10:54:32, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0276, loss_cls: 0.1324, acc: 94.9351, loss_bbox: 0.1875, loss_mask: 0.1954, loss: 0.5592 +2022-09-23 02:55:35,361 - mmdet - INFO - Epoch [29][6900/7330] lr: 3.778e-08, eta: 10:53:54, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0269, loss_cls: 0.1314, acc: 94.9702, loss_bbox: 0.1810, loss_mask: 0.1941, loss: 0.5496 +2022-09-23 02:56:12,136 - mmdet - INFO - Epoch [29][6950/7330] lr: 3.778e-08, eta: 10:53:15, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0260, loss_cls: 0.1305, acc: 95.0442, loss_bbox: 0.1805, loss_mask: 0.1937, loss: 0.5455 +2022-09-23 02:56:50,208 - mmdet - INFO - Epoch [29][7000/7330] lr: 3.778e-08, eta: 10:52:37, time: 0.761, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0293, loss_cls: 0.1378, acc: 94.7478, loss_bbox: 0.1889, loss_mask: 0.1996, loss: 0.5729 +2022-09-23 02:57:27,501 - mmdet - INFO - Epoch [29][7050/7330] lr: 3.778e-08, eta: 10:51:59, time: 0.746, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0261, loss_cls: 0.1287, acc: 95.1477, loss_bbox: 0.1792, loss_mask: 0.1979, loss: 0.5469 +2022-09-23 02:58:05,249 - mmdet - INFO - Epoch [29][7100/7330] lr: 3.778e-08, eta: 10:51:21, time: 0.755, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0279, loss_cls: 0.1291, acc: 95.0710, loss_bbox: 0.1796, loss_mask: 0.1967, loss: 0.5505 +2022-09-23 02:58:42,295 - mmdet - INFO - Epoch [29][7150/7330] lr: 3.778e-08, eta: 10:50:43, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0278, loss_cls: 0.1385, acc: 94.8242, loss_bbox: 0.1876, loss_mask: 0.1971, loss: 0.5684 +2022-09-23 02:59:19,743 - mmdet - INFO - Epoch [29][7200/7330] lr: 3.778e-08, eta: 10:50:04, time: 0.749, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0270, loss_cls: 0.1307, acc: 95.0459, loss_bbox: 0.1816, loss_mask: 0.1963, loss: 0.5510 +2022-09-23 02:59:57,413 - mmdet - INFO - Epoch [29][7250/7330] lr: 3.778e-08, eta: 10:49:26, time: 0.753, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0266, loss_cls: 0.1293, acc: 95.1863, loss_bbox: 0.1794, loss_mask: 0.1920, loss: 0.5435 +2022-09-23 03:00:34,152 - mmdet - INFO - Epoch [29][7300/7330] lr: 3.778e-08, eta: 10:48:48, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0269, loss_cls: 0.1298, acc: 95.0674, loss_bbox: 0.1827, loss_mask: 0.1974, loss: 0.5519 +2022-09-23 03:01:06,702 - mmdet - INFO - Saving checkpoint at 29 epochs +2022-09-23 03:03:58,893 - mmdet - INFO - Evaluating bbox... +2022-09-23 03:04:23,463 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.520 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.736 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.566 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.359 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.558 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.675 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.630 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.630 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.630 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.467 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.668 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.783 + +2022-09-23 03:04:23,463 - mmdet - INFO - Evaluating segm... +2022-09-23 03:04:48,586 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.460 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.706 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.498 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.271 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.492 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.656 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.566 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.566 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.566 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.398 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.607 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.731 + +2022-09-23 03:04:48,987 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 03:04:48,989 - mmdet - INFO - Epoch(val) [29][625] bbox_mAP: 0.5200, bbox_mAP_50: 0.7360, bbox_mAP_75: 0.5660, bbox_mAP_s: 0.3590, bbox_mAP_m: 0.5580, bbox_mAP_l: 0.6750, bbox_mAP_copypaste: 0.520 0.736 0.566 0.359 0.558 0.675, segm_mAP: 0.4600, segm_mAP_50: 0.7060, segm_mAP_75: 0.4980, segm_mAP_s: 0.2710, segm_mAP_m: 0.4920, segm_mAP_l: 0.6560, segm_mAP_copypaste: 0.460 0.706 0.498 0.271 0.492 0.656 +2022-09-23 03:07:59,668 - mmdet - INFO - Epoch [30][50/7330] lr: 3.778e-08, eta: 10:49:10, time: 3.813, data_time: 3.055, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0278, loss_cls: 0.1339, acc: 94.8623, loss_bbox: 0.1887, loss_mask: 0.2013, loss: 0.5696 +2022-09-23 03:08:37,213 - mmdet - INFO - Epoch [30][100/7330] lr: 3.778e-08, eta: 10:48:31, time: 0.751, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0258, loss_cls: 0.1234, acc: 95.2495, loss_bbox: 0.1717, loss_mask: 0.1909, loss: 0.5253 +2022-09-23 03:09:14,432 - mmdet - INFO - Epoch [30][150/7330] lr: 3.778e-08, eta: 10:47:53, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0282, loss_cls: 0.1351, acc: 94.8982, loss_bbox: 0.1935, loss_mask: 0.1976, loss: 0.5719 +2022-09-23 03:09:51,780 - mmdet - INFO - Epoch [30][200/7330] lr: 3.778e-08, eta: 10:47:14, time: 0.747, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0291, loss_cls: 0.1349, acc: 94.8328, loss_bbox: 0.1856, loss_mask: 0.1923, loss: 0.5594 +2022-09-23 03:10:29,016 - mmdet - INFO - Epoch [30][250/7330] lr: 3.778e-08, eta: 10:46:36, time: 0.745, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0289, loss_cls: 0.1366, acc: 94.8374, loss_bbox: 0.1876, loss_mask: 0.1959, loss: 0.5663 +2022-09-23 03:11:06,865 - mmdet - INFO - Epoch [30][300/7330] lr: 3.778e-08, eta: 10:45:58, time: 0.757, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0261, loss_cls: 0.1310, acc: 95.0227, loss_bbox: 0.1793, loss_mask: 0.1924, loss: 0.5438 +2022-09-23 03:11:44,008 - mmdet - INFO - Epoch [30][350/7330] lr: 3.778e-08, eta: 10:45:19, time: 0.743, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0278, loss_cls: 0.1388, acc: 94.6992, loss_bbox: 0.1907, loss_mask: 0.1979, loss: 0.5737 +2022-09-23 03:12:21,478 - mmdet - INFO - Epoch [30][400/7330] lr: 3.778e-08, eta: 10:44:41, time: 0.749, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0268, loss_cls: 0.1347, acc: 94.9443, loss_bbox: 0.1810, loss_mask: 0.1921, loss: 0.5518 +2022-09-23 03:12:59,151 - mmdet - INFO - Epoch [30][450/7330] lr: 3.778e-08, eta: 10:44:03, time: 0.753, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0255, loss_cls: 0.1282, acc: 95.2278, loss_bbox: 0.1777, loss_mask: 0.1888, loss: 0.5352 +2022-09-23 03:13:36,397 - mmdet - INFO - Epoch [30][500/7330] lr: 3.778e-08, eta: 10:43:24, time: 0.745, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0264, loss_cls: 0.1234, acc: 95.3279, loss_bbox: 0.1764, loss_mask: 0.1904, loss: 0.5319 +2022-09-23 03:14:13,827 - mmdet - INFO - Epoch [30][550/7330] lr: 3.778e-08, eta: 10:42:46, time: 0.749, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0283, loss_cls: 0.1319, acc: 94.9553, loss_bbox: 0.1861, loss_mask: 0.1960, loss: 0.5579 +2022-09-23 03:14:51,039 - mmdet - INFO - Epoch [30][600/7330] lr: 3.778e-08, eta: 10:42:08, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0317, loss_cls: 0.1368, acc: 94.8010, loss_bbox: 0.1965, loss_mask: 0.1967, loss: 0.5798 +2022-09-23 03:15:28,497 - mmdet - INFO - Epoch [30][650/7330] lr: 3.778e-08, eta: 10:41:29, time: 0.749, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0272, loss_cls: 0.1388, acc: 94.8518, loss_bbox: 0.1894, loss_mask: 0.1978, loss: 0.5704 +2022-09-23 03:16:05,865 - mmdet - INFO - Epoch [30][700/7330] lr: 3.778e-08, eta: 10:40:51, time: 0.746, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0266, loss_cls: 0.1294, acc: 95.1521, loss_bbox: 0.1814, loss_mask: 0.1947, loss: 0.5500 +2022-09-23 03:16:42,487 - mmdet - INFO - Epoch [30][750/7330] lr: 3.778e-08, eta: 10:40:12, time: 0.733, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0258, loss_cls: 0.1307, acc: 95.0986, loss_bbox: 0.1815, loss_mask: 0.1927, loss: 0.5475 +2022-09-23 03:17:19,524 - mmdet - INFO - Epoch [30][800/7330] lr: 3.778e-08, eta: 10:39:33, time: 0.741, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0267, loss_cls: 0.1330, acc: 94.9480, loss_bbox: 0.1819, loss_mask: 0.1935, loss: 0.5507 +2022-09-23 03:17:57,388 - mmdet - INFO - Epoch [30][850/7330] lr: 3.778e-08, eta: 10:38:55, time: 0.756, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0274, loss_cls: 0.1318, acc: 95.0332, loss_bbox: 0.1823, loss_mask: 0.1957, loss: 0.5534 +2022-09-23 03:18:34,409 - mmdet - INFO - Epoch [30][900/7330] lr: 3.778e-08, eta: 10:38:17, time: 0.741, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0277, loss_cls: 0.1345, acc: 94.8857, loss_bbox: 0.1849, loss_mask: 0.1955, loss: 0.5597 +2022-09-23 03:19:12,344 - mmdet - INFO - Epoch [30][950/7330] lr: 3.778e-08, eta: 10:37:39, time: 0.758, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0285, loss_cls: 0.1343, acc: 94.9146, loss_bbox: 0.1859, loss_mask: 0.1962, loss: 0.5619 +2022-09-23 03:19:49,370 - mmdet - INFO - Epoch [30][1000/7330] lr: 3.778e-08, eta: 10:37:00, time: 0.741, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0283, loss_cls: 0.1315, acc: 95.0154, loss_bbox: 0.1850, loss_mask: 0.1935, loss: 0.5559 +2022-09-23 03:20:26,464 - mmdet - INFO - Epoch [30][1050/7330] lr: 3.778e-08, eta: 10:36:22, time: 0.742, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0260, loss_cls: 0.1255, acc: 95.2354, loss_bbox: 0.1784, loss_mask: 0.1915, loss: 0.5367 +2022-09-23 03:21:04,087 - mmdet - INFO - Epoch [30][1100/7330] lr: 3.778e-08, eta: 10:35:43, time: 0.752, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0270, loss_cls: 0.1307, acc: 95.0247, loss_bbox: 0.1787, loss_mask: 0.1938, loss: 0.5471 +2022-09-23 03:21:41,619 - mmdet - INFO - Epoch [30][1150/7330] lr: 3.778e-08, eta: 10:35:05, time: 0.750, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0279, loss_cls: 0.1354, acc: 94.8247, loss_bbox: 0.1905, loss_mask: 0.2020, loss: 0.5728 +2022-09-23 03:22:18,432 - mmdet - INFO - Epoch [30][1200/7330] lr: 3.778e-08, eta: 10:34:26, time: 0.737, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0259, loss_cls: 0.1289, acc: 95.0945, loss_bbox: 0.1833, loss_mask: 0.1935, loss: 0.5470 +2022-09-23 03:22:55,509 - mmdet - INFO - Epoch [30][1250/7330] lr: 3.778e-08, eta: 10:33:48, time: 0.742, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0247, loss_cls: 0.1238, acc: 95.3179, loss_bbox: 0.1768, loss_mask: 0.1915, loss: 0.5319 +2022-09-23 03:23:32,789 - mmdet - INFO - Epoch [30][1300/7330] lr: 3.778e-08, eta: 10:33:10, time: 0.746, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0273, loss_cls: 0.1319, acc: 95.0447, loss_bbox: 0.1835, loss_mask: 0.1951, loss: 0.5553 +2022-09-23 03:24:10,177 - mmdet - INFO - Epoch [30][1350/7330] lr: 3.778e-08, eta: 10:32:31, time: 0.748, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0268, loss_cls: 0.1269, acc: 95.1345, loss_bbox: 0.1797, loss_mask: 0.1953, loss: 0.5446 +2022-09-23 03:24:47,525 - mmdet - INFO - Epoch [30][1400/7330] lr: 3.778e-08, eta: 10:31:53, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0283, loss_cls: 0.1377, acc: 94.7314, loss_bbox: 0.1913, loss_mask: 0.1996, loss: 0.5742 +2022-09-23 03:25:25,021 - mmdet - INFO - Epoch [30][1450/7330] lr: 3.778e-08, eta: 10:31:15, time: 0.750, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0290, loss_cls: 0.1339, acc: 94.8591, loss_bbox: 0.1868, loss_mask: 0.1978, loss: 0.5648 +2022-09-23 03:26:01,986 - mmdet - INFO - Epoch [30][1500/7330] lr: 3.778e-08, eta: 10:30:36, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0291, loss_cls: 0.1397, acc: 94.7368, loss_bbox: 0.1885, loss_mask: 0.1956, loss: 0.5701 +2022-09-23 03:26:39,262 - mmdet - INFO - Epoch [30][1550/7330] lr: 3.778e-08, eta: 10:29:58, time: 0.746, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0263, loss_cls: 0.1324, acc: 95.0447, loss_bbox: 0.1779, loss_mask: 0.1925, loss: 0.5451 +2022-09-23 03:27:16,295 - mmdet - INFO - Epoch [30][1600/7330] lr: 3.778e-08, eta: 10:29:19, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0208, loss_rpn_bbox: 0.0314, loss_cls: 0.1460, acc: 94.4668, loss_bbox: 0.1974, loss_mask: 0.2039, loss: 0.5995 +2022-09-23 03:27:53,453 - mmdet - INFO - Epoch [30][1650/7330] lr: 3.778e-08, eta: 10:28:40, time: 0.743, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0275, loss_cls: 0.1361, acc: 94.8362, loss_bbox: 0.1863, loss_mask: 0.1964, loss: 0.5640 +2022-09-23 03:28:31,006 - mmdet - INFO - Epoch [30][1700/7330] lr: 3.778e-08, eta: 10:28:02, time: 0.751, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0286, loss_cls: 0.1358, acc: 94.9287, loss_bbox: 0.1850, loss_mask: 0.1944, loss: 0.5622 +2022-09-23 03:29:08,160 - mmdet - INFO - Epoch [30][1750/7330] lr: 3.778e-08, eta: 10:27:24, time: 0.743, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0260, loss_cls: 0.1252, acc: 95.2781, loss_bbox: 0.1753, loss_mask: 0.1875, loss: 0.5301 +2022-09-23 03:29:45,595 - mmdet - INFO - Epoch [30][1800/7330] lr: 3.778e-08, eta: 10:26:45, time: 0.749, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0279, loss_cls: 0.1392, acc: 94.6604, loss_bbox: 0.1886, loss_mask: 0.1942, loss: 0.5670 +2022-09-23 03:30:22,968 - mmdet - INFO - Epoch [30][1850/7330] lr: 3.778e-08, eta: 10:26:07, time: 0.748, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0263, loss_cls: 0.1336, acc: 94.9365, loss_bbox: 0.1827, loss_mask: 0.1918, loss: 0.5505 +2022-09-23 03:30:59,411 - mmdet - INFO - Epoch [30][1900/7330] lr: 3.778e-08, eta: 10:25:28, time: 0.729, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0298, loss_cls: 0.1407, acc: 94.6174, loss_bbox: 0.1891, loss_mask: 0.1963, loss: 0.5751 +2022-09-23 03:31:36,253 - mmdet - INFO - Epoch [30][1950/7330] lr: 3.778e-08, eta: 10:24:50, time: 0.737, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0273, loss_cls: 0.1283, acc: 95.1494, loss_bbox: 0.1778, loss_mask: 0.1954, loss: 0.5463 +2022-09-23 03:32:13,442 - mmdet - INFO - Epoch [30][2000/7330] lr: 3.778e-08, eta: 10:24:11, time: 0.744, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0274, loss_cls: 0.1290, acc: 95.1125, loss_bbox: 0.1804, loss_mask: 0.1925, loss: 0.5463 +2022-09-23 03:32:50,462 - mmdet - INFO - Epoch [30][2050/7330] lr: 3.778e-08, eta: 10:23:33, time: 0.741, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0262, loss_cls: 0.1275, acc: 95.2432, loss_bbox: 0.1775, loss_mask: 0.1942, loss: 0.5413 +2022-09-23 03:33:27,653 - mmdet - INFO - Epoch [30][2100/7330] lr: 3.778e-08, eta: 10:22:54, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0272, loss_cls: 0.1283, acc: 95.0759, loss_bbox: 0.1798, loss_mask: 0.1923, loss: 0.5432 +2022-09-23 03:34:04,783 - mmdet - INFO - Epoch [30][2150/7330] lr: 3.778e-08, eta: 10:22:16, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0290, loss_cls: 0.1396, acc: 94.7249, loss_bbox: 0.1963, loss_mask: 0.2004, loss: 0.5835 +2022-09-23 03:34:42,708 - mmdet - INFO - Epoch [30][2200/7330] lr: 3.778e-08, eta: 10:21:38, time: 0.759, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0255, loss_cls: 0.1184, acc: 95.5186, loss_bbox: 0.1694, loss_mask: 0.1890, loss: 0.5173 +2022-09-23 03:35:20,166 - mmdet - INFO - Epoch [30][2250/7330] lr: 3.778e-08, eta: 10:20:59, time: 0.749, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0281, loss_cls: 0.1316, acc: 94.9404, loss_bbox: 0.1806, loss_mask: 0.1917, loss: 0.5491 +2022-09-23 03:35:57,744 - mmdet - INFO - Epoch [30][2300/7330] lr: 3.778e-08, eta: 10:20:21, time: 0.752, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0261, loss_cls: 0.1275, acc: 95.2361, loss_bbox: 0.1764, loss_mask: 0.1937, loss: 0.5392 +2022-09-23 03:36:35,474 - mmdet - INFO - Epoch [30][2350/7330] lr: 3.778e-08, eta: 10:19:43, time: 0.754, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0296, loss_cls: 0.1388, acc: 94.7429, loss_bbox: 0.1919, loss_mask: 0.1943, loss: 0.5732 +2022-09-23 03:37:12,106 - mmdet - INFO - Epoch [30][2400/7330] lr: 3.778e-08, eta: 10:19:04, time: 0.733, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0204, loss_rpn_bbox: 0.0280, loss_cls: 0.1354, acc: 94.8550, loss_bbox: 0.1902, loss_mask: 0.1975, loss: 0.5716 +2022-09-23 03:37:49,087 - mmdet - INFO - Epoch [30][2450/7330] lr: 3.778e-08, eta: 10:18:26, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0262, loss_cls: 0.1282, acc: 95.2031, loss_bbox: 0.1731, loss_mask: 0.1931, loss: 0.5368 +2022-09-23 03:38:26,331 - mmdet - INFO - Epoch [30][2500/7330] lr: 3.778e-08, eta: 10:17:47, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0292, loss_cls: 0.1364, acc: 94.7742, loss_bbox: 0.1903, loss_mask: 0.1969, loss: 0.5713 +2022-09-23 03:39:03,671 - mmdet - INFO - Epoch [30][2550/7330] lr: 3.778e-08, eta: 10:17:09, time: 0.747, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0273, loss_cls: 0.1305, acc: 95.0872, loss_bbox: 0.1811, loss_mask: 0.1888, loss: 0.5432 +2022-09-23 03:39:40,615 - mmdet - INFO - Epoch [30][2600/7330] lr: 3.778e-08, eta: 10:16:30, time: 0.739, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0283, loss_cls: 0.1351, acc: 94.8594, loss_bbox: 0.1901, loss_mask: 0.1981, loss: 0.5698 +2022-09-23 03:40:18,310 - mmdet - INFO - Epoch [30][2650/7330] lr: 3.778e-08, eta: 10:15:52, time: 0.754, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0194, loss_rpn_bbox: 0.0288, loss_cls: 0.1391, acc: 94.7427, loss_bbox: 0.1868, loss_mask: 0.1954, loss: 0.5695 +2022-09-23 03:40:55,687 - mmdet - INFO - Epoch [30][2700/7330] lr: 3.778e-08, eta: 10:15:14, time: 0.747, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0281, loss_cls: 0.1330, acc: 95.0273, loss_bbox: 0.1842, loss_mask: 0.1952, loss: 0.5573 +2022-09-23 03:41:32,432 - mmdet - INFO - Epoch [30][2750/7330] lr: 3.778e-08, eta: 10:14:35, time: 0.736, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0286, loss_cls: 0.1323, acc: 94.9951, loss_bbox: 0.1852, loss_mask: 0.1972, loss: 0.5593 +2022-09-23 03:42:10,148 - mmdet - INFO - Epoch [30][2800/7330] lr: 3.778e-08, eta: 10:13:57, time: 0.754, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0280, loss_cls: 0.1277, acc: 95.1145, loss_bbox: 0.1830, loss_mask: 0.1956, loss: 0.5499 +2022-09-23 03:42:46,892 - mmdet - INFO - Epoch [30][2850/7330] lr: 3.778e-08, eta: 10:13:18, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0272, loss_cls: 0.1327, acc: 94.9377, loss_bbox: 0.1870, loss_mask: 0.2002, loss: 0.5636 +2022-09-23 03:43:24,226 - mmdet - INFO - Epoch [30][2900/7330] lr: 3.778e-08, eta: 10:12:40, time: 0.747, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0277, loss_cls: 0.1295, acc: 95.0491, loss_bbox: 0.1837, loss_mask: 0.1930, loss: 0.5507 +2022-09-23 03:44:02,369 - mmdet - INFO - Epoch [30][2950/7330] lr: 3.778e-08, eta: 10:12:02, time: 0.762, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0269, loss_cls: 0.1257, acc: 95.2268, loss_bbox: 0.1777, loss_mask: 0.1930, loss: 0.5397 +2022-09-23 03:44:40,179 - mmdet - INFO - Epoch [30][3000/7330] lr: 3.778e-08, eta: 10:11:24, time: 0.757, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0290, loss_cls: 0.1371, acc: 94.7988, loss_bbox: 0.1913, loss_mask: 0.1996, loss: 0.5752 +2022-09-23 03:45:17,631 - mmdet - INFO - Epoch [30][3050/7330] lr: 3.778e-08, eta: 10:10:46, time: 0.749, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0281, loss_cls: 0.1350, acc: 94.8350, loss_bbox: 0.1817, loss_mask: 0.1945, loss: 0.5572 +2022-09-23 03:45:55,000 - mmdet - INFO - Epoch [30][3100/7330] lr: 3.778e-08, eta: 10:10:08, time: 0.747, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0285, loss_cls: 0.1332, acc: 94.8894, loss_bbox: 0.1877, loss_mask: 0.1992, loss: 0.5660 +2022-09-23 03:46:32,324 - mmdet - INFO - Epoch [30][3150/7330] lr: 3.778e-08, eta: 10:09:29, time: 0.747, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0285, loss_cls: 0.1343, acc: 94.8643, loss_bbox: 0.1849, loss_mask: 0.1963, loss: 0.5607 +2022-09-23 03:47:09,969 - mmdet - INFO - Epoch [30][3200/7330] lr: 3.778e-08, eta: 10:08:51, time: 0.753, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0276, loss_cls: 0.1333, acc: 94.8689, loss_bbox: 0.1825, loss_mask: 0.1965, loss: 0.5582 +2022-09-23 03:47:48,458 - mmdet - INFO - Epoch [30][3250/7330] lr: 3.778e-08, eta: 10:08:13, time: 0.769, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0256, loss_cls: 0.1279, acc: 95.1414, loss_bbox: 0.1765, loss_mask: 0.1943, loss: 0.5404 +2022-09-23 03:48:25,134 - mmdet - INFO - Epoch [30][3300/7330] lr: 3.778e-08, eta: 10:07:35, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0247, loss_cls: 0.1242, acc: 95.3062, loss_bbox: 0.1760, loss_mask: 0.1952, loss: 0.5364 +2022-09-23 03:49:02,280 - mmdet - INFO - Epoch [30][3350/7330] lr: 3.778e-08, eta: 10:06:56, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0271, loss_cls: 0.1234, acc: 95.3486, loss_bbox: 0.1750, loss_mask: 0.1928, loss: 0.5330 +2022-09-23 03:49:39,244 - mmdet - INFO - Epoch [30][3400/7330] lr: 3.778e-08, eta: 10:06:18, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0300, loss_cls: 0.1399, acc: 94.7485, loss_bbox: 0.1910, loss_mask: 0.2012, loss: 0.5804 +2022-09-23 03:50:15,848 - mmdet - INFO - Epoch [30][3450/7330] lr: 3.778e-08, eta: 10:05:39, time: 0.732, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0272, loss_cls: 0.1281, acc: 95.1584, loss_bbox: 0.1815, loss_mask: 0.1956, loss: 0.5490 +2022-09-23 03:50:52,614 - mmdet - INFO - Epoch [30][3500/7330] lr: 3.778e-08, eta: 10:05:00, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0305, loss_cls: 0.1390, acc: 94.8838, loss_bbox: 0.1893, loss_mask: 0.1988, loss: 0.5761 +2022-09-23 03:51:30,163 - mmdet - INFO - Epoch [30][3550/7330] lr: 3.778e-08, eta: 10:04:22, time: 0.751, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0278, loss_cls: 0.1308, acc: 95.0757, loss_bbox: 0.1797, loss_mask: 0.1920, loss: 0.5475 +2022-09-23 03:52:06,943 - mmdet - INFO - Epoch [30][3600/7330] lr: 3.778e-08, eta: 10:03:44, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0284, loss_cls: 0.1360, acc: 94.8711, loss_bbox: 0.1890, loss_mask: 0.1963, loss: 0.5681 +2022-09-23 03:52:43,452 - mmdet - INFO - Epoch [30][3650/7330] lr: 3.778e-08, eta: 10:03:05, time: 0.730, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0272, loss_cls: 0.1295, acc: 95.0928, loss_bbox: 0.1825, loss_mask: 0.1965, loss: 0.5533 +2022-09-23 03:53:19,850 - mmdet - INFO - Epoch [30][3700/7330] lr: 3.778e-08, eta: 10:02:26, time: 0.728, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0255, loss_cls: 0.1295, acc: 95.1470, loss_bbox: 0.1782, loss_mask: 0.1901, loss: 0.5389 +2022-09-23 03:53:57,388 - mmdet - INFO - Epoch [30][3750/7330] lr: 3.778e-08, eta: 10:01:48, time: 0.751, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0300, loss_cls: 0.1311, acc: 95.0383, loss_bbox: 0.1884, loss_mask: 0.1988, loss: 0.5649 +2022-09-23 03:54:34,697 - mmdet - INFO - Epoch [30][3800/7330] lr: 3.778e-08, eta: 10:01:09, time: 0.746, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0275, loss_cls: 0.1263, acc: 95.1113, loss_bbox: 0.1773, loss_mask: 0.1965, loss: 0.5449 +2022-09-23 03:55:11,913 - mmdet - INFO - Epoch [30][3850/7330] lr: 3.778e-08, eta: 10:00:31, time: 0.744, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0281, loss_cls: 0.1353, acc: 94.9136, loss_bbox: 0.1837, loss_mask: 0.1967, loss: 0.5625 +2022-09-23 03:55:48,895 - mmdet - INFO - Epoch [30][3900/7330] lr: 3.778e-08, eta: 9:59:53, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0287, loss_cls: 0.1343, acc: 94.9009, loss_bbox: 0.1809, loss_mask: 0.1948, loss: 0.5555 +2022-09-23 03:56:26,154 - mmdet - INFO - Epoch [30][3950/7330] lr: 3.778e-08, eta: 9:59:14, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0257, loss_cls: 0.1272, acc: 95.2078, loss_bbox: 0.1761, loss_mask: 0.1968, loss: 0.5404 +2022-09-23 03:57:03,474 - mmdet - INFO - Epoch [30][4000/7330] lr: 3.778e-08, eta: 9:58:36, time: 0.746, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0272, loss_cls: 0.1325, acc: 94.9341, loss_bbox: 0.1867, loss_mask: 0.1984, loss: 0.5625 +2022-09-23 03:57:41,104 - mmdet - INFO - Epoch [30][4050/7330] lr: 3.778e-08, eta: 9:57:58, time: 0.753, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0296, loss_cls: 0.1399, acc: 94.7268, loss_bbox: 0.1957, loss_mask: 0.2008, loss: 0.5847 +2022-09-23 03:58:17,948 - mmdet - INFO - Epoch [30][4100/7330] lr: 3.778e-08, eta: 9:57:19, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0296, loss_cls: 0.1413, acc: 94.7976, loss_bbox: 0.1925, loss_mask: 0.2026, loss: 0.5857 +2022-09-23 03:58:55,206 - mmdet - INFO - Epoch [30][4150/7330] lr: 3.778e-08, eta: 9:56:41, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0303, loss_cls: 0.1377, acc: 94.8164, loss_bbox: 0.1928, loss_mask: 0.2005, loss: 0.5800 +2022-09-23 03:59:32,483 - mmdet - INFO - Epoch [30][4200/7330] lr: 3.778e-08, eta: 9:56:02, time: 0.745, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0284, loss_cls: 0.1346, acc: 94.9729, loss_bbox: 0.1816, loss_mask: 0.1958, loss: 0.5566 +2022-09-23 04:00:09,275 - mmdet - INFO - Epoch [30][4250/7330] lr: 3.778e-08, eta: 9:55:24, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0270, loss_cls: 0.1313, acc: 94.9873, loss_bbox: 0.1803, loss_mask: 0.1952, loss: 0.5495 +2022-09-23 04:00:47,049 - mmdet - INFO - Epoch [30][4300/7330] lr: 3.778e-08, eta: 9:54:46, time: 0.755, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0272, loss_cls: 0.1326, acc: 94.9485, loss_bbox: 0.1857, loss_mask: 0.1993, loss: 0.5614 +2022-09-23 04:01:24,247 - mmdet - INFO - Epoch [30][4350/7330] lr: 3.778e-08, eta: 9:54:07, time: 0.745, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0272, loss_cls: 0.1255, acc: 95.2227, loss_bbox: 0.1781, loss_mask: 0.1942, loss: 0.5406 +2022-09-23 04:02:01,355 - mmdet - INFO - Epoch [30][4400/7330] lr: 3.778e-08, eta: 9:53:29, time: 0.742, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0262, loss_cls: 0.1255, acc: 95.2803, loss_bbox: 0.1777, loss_mask: 0.1951, loss: 0.5404 +2022-09-23 04:02:38,855 - mmdet - INFO - Epoch [30][4450/7330] lr: 3.778e-08, eta: 9:52:51, time: 0.750, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0285, loss_cls: 0.1299, acc: 95.0725, loss_bbox: 0.1831, loss_mask: 0.1948, loss: 0.5528 +2022-09-23 04:03:15,357 - mmdet - INFO - Epoch [30][4500/7330] lr: 3.778e-08, eta: 9:52:12, time: 0.730, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0259, loss_cls: 0.1330, acc: 95.0496, loss_bbox: 0.1832, loss_mask: 0.1940, loss: 0.5511 +2022-09-23 04:03:53,790 - mmdet - INFO - Epoch [30][4550/7330] lr: 3.778e-08, eta: 9:51:34, time: 0.769, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0276, loss_cls: 0.1345, acc: 94.8689, loss_bbox: 0.1870, loss_mask: 0.1987, loss: 0.5644 +2022-09-23 04:04:30,827 - mmdet - INFO - Epoch [30][4600/7330] lr: 3.778e-08, eta: 9:50:56, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0280, loss_cls: 0.1301, acc: 94.9873, loss_bbox: 0.1836, loss_mask: 0.2006, loss: 0.5603 +2022-09-23 04:05:08,475 - mmdet - INFO - Epoch [30][4650/7330] lr: 3.778e-08, eta: 9:50:18, time: 0.753, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0285, loss_cls: 0.1321, acc: 94.9272, loss_bbox: 0.1860, loss_mask: 0.1947, loss: 0.5586 +2022-09-23 04:05:45,959 - mmdet - INFO - Epoch [30][4700/7330] lr: 3.778e-08, eta: 9:49:40, time: 0.750, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0302, loss_cls: 0.1315, acc: 94.9644, loss_bbox: 0.1849, loss_mask: 0.1987, loss: 0.5612 +2022-09-23 04:06:23,287 - mmdet - INFO - Epoch [30][4750/7330] lr: 3.778e-08, eta: 9:49:01, time: 0.747, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0302, loss_cls: 0.1420, acc: 94.6272, loss_bbox: 0.1941, loss_mask: 0.1988, loss: 0.5825 +2022-09-23 04:07:00,835 - mmdet - INFO - Epoch [30][4800/7330] lr: 3.778e-08, eta: 9:48:23, time: 0.751, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0271, loss_cls: 0.1330, acc: 95.0237, loss_bbox: 0.1788, loss_mask: 0.1928, loss: 0.5491 +2022-09-23 04:07:37,457 - mmdet - INFO - Epoch [30][4850/7330] lr: 3.778e-08, eta: 9:47:44, time: 0.733, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0264, loss_cls: 0.1283, acc: 95.1233, loss_bbox: 0.1765, loss_mask: 0.1895, loss: 0.5378 +2022-09-23 04:08:14,470 - mmdet - INFO - Epoch [30][4900/7330] lr: 3.778e-08, eta: 9:47:06, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0264, loss_cls: 0.1269, acc: 95.2451, loss_bbox: 0.1756, loss_mask: 0.1893, loss: 0.5350 +2022-09-23 04:08:52,837 - mmdet - INFO - Epoch [30][4950/7330] lr: 3.778e-08, eta: 9:46:28, time: 0.767, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0303, loss_cls: 0.1397, acc: 94.5457, loss_bbox: 0.1918, loss_mask: 0.1965, loss: 0.5770 +2022-09-23 04:09:30,146 - mmdet - INFO - Epoch [30][5000/7330] lr: 3.778e-08, eta: 9:45:50, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0287, loss_cls: 0.1354, acc: 94.8677, loss_bbox: 0.1861, loss_mask: 0.2002, loss: 0.5683 +2022-09-23 04:10:07,056 - mmdet - INFO - Epoch [30][5050/7330] lr: 3.778e-08, eta: 9:45:11, time: 0.738, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0256, loss_cls: 0.1299, acc: 95.0908, loss_bbox: 0.1798, loss_mask: 0.1938, loss: 0.5448 +2022-09-23 04:10:44,125 - mmdet - INFO - Epoch [30][5100/7330] lr: 3.778e-08, eta: 9:44:33, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0278, loss_cls: 0.1321, acc: 94.9463, loss_bbox: 0.1857, loss_mask: 0.1955, loss: 0.5571 +2022-09-23 04:11:21,418 - mmdet - INFO - Epoch [30][5150/7330] lr: 3.778e-08, eta: 9:43:55, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0270, loss_cls: 0.1323, acc: 94.9275, loss_bbox: 0.1861, loss_mask: 0.1954, loss: 0.5563 +2022-09-23 04:11:58,475 - mmdet - INFO - Epoch [30][5200/7330] lr: 3.778e-08, eta: 9:43:16, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0273, loss_cls: 0.1317, acc: 95.0662, loss_bbox: 0.1810, loss_mask: 0.1944, loss: 0.5509 +2022-09-23 04:12:35,723 - mmdet - INFO - Epoch [30][5250/7330] lr: 3.778e-08, eta: 9:42:38, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0289, loss_cls: 0.1322, acc: 95.0227, loss_bbox: 0.1869, loss_mask: 0.1952, loss: 0.5605 +2022-09-23 04:13:12,923 - mmdet - INFO - Epoch [30][5300/7330] lr: 3.778e-08, eta: 9:42:00, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0273, loss_cls: 0.1285, acc: 95.0698, loss_bbox: 0.1789, loss_mask: 0.1899, loss: 0.5415 +2022-09-23 04:13:50,144 - mmdet - INFO - Epoch [30][5350/7330] lr: 3.778e-08, eta: 9:41:21, time: 0.744, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0254, loss_cls: 0.1234, acc: 95.3035, loss_bbox: 0.1707, loss_mask: 0.1921, loss: 0.5257 +2022-09-23 04:14:26,317 - mmdet - INFO - Epoch [30][5400/7330] lr: 3.778e-08, eta: 9:40:42, time: 0.724, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0282, loss_cls: 0.1337, acc: 94.8425, loss_bbox: 0.1824, loss_mask: 0.1982, loss: 0.5585 +2022-09-23 04:15:03,620 - mmdet - INFO - Epoch [30][5450/7330] lr: 3.778e-08, eta: 9:40:04, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0275, loss_cls: 0.1292, acc: 95.1111, loss_bbox: 0.1790, loss_mask: 0.1934, loss: 0.5454 +2022-09-23 04:15:40,866 - mmdet - INFO - Epoch [30][5500/7330] lr: 3.778e-08, eta: 9:39:26, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0267, loss_cls: 0.1335, acc: 94.9636, loss_bbox: 0.1848, loss_mask: 0.1976, loss: 0.5594 +2022-09-23 04:16:17,684 - mmdet - INFO - Epoch [30][5550/7330] lr: 3.778e-08, eta: 9:38:47, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0256, loss_cls: 0.1269, acc: 95.2576, loss_bbox: 0.1741, loss_mask: 0.1917, loss: 0.5325 +2022-09-23 04:16:54,296 - mmdet - INFO - Epoch [30][5600/7330] lr: 3.778e-08, eta: 9:38:09, time: 0.732, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0290, loss_cls: 0.1401, acc: 94.7534, loss_bbox: 0.1927, loss_mask: 0.2002, loss: 0.5806 +2022-09-23 04:17:31,360 - mmdet - INFO - Epoch [30][5650/7330] lr: 3.778e-08, eta: 9:37:30, time: 0.739, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0262, loss_cls: 0.1238, acc: 95.2788, loss_bbox: 0.1748, loss_mask: 0.1917, loss: 0.5326 +2022-09-23 04:18:08,545 - mmdet - INFO - Epoch [30][5700/7330] lr: 3.778e-08, eta: 9:36:52, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0277, loss_cls: 0.1344, acc: 94.9565, loss_bbox: 0.1848, loss_mask: 0.1894, loss: 0.5536 +2022-09-23 04:18:46,220 - mmdet - INFO - Epoch [30][5750/7330] lr: 3.778e-08, eta: 9:36:14, time: 0.754, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0287, loss_cls: 0.1398, acc: 94.6411, loss_bbox: 0.1956, loss_mask: 0.1993, loss: 0.5816 +2022-09-23 04:19:23,642 - mmdet - INFO - Epoch [30][5800/7330] lr: 3.778e-08, eta: 9:35:35, time: 0.747, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0297, loss_cls: 0.1355, acc: 94.8787, loss_bbox: 0.1868, loss_mask: 0.1965, loss: 0.5658 +2022-09-23 04:20:00,918 - mmdet - INFO - Epoch [30][5850/7330] lr: 3.778e-08, eta: 9:34:57, time: 0.747, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0267, loss_cls: 0.1323, acc: 94.9982, loss_bbox: 0.1776, loss_mask: 0.1975, loss: 0.5513 +2022-09-23 04:20:38,498 - mmdet - INFO - Epoch [30][5900/7330] lr: 3.778e-08, eta: 9:34:19, time: 0.752, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0265, loss_cls: 0.1302, acc: 95.0391, loss_bbox: 0.1836, loss_mask: 0.1941, loss: 0.5513 +2022-09-23 04:21:15,775 - mmdet - INFO - Epoch [30][5950/7330] lr: 3.778e-08, eta: 9:33:41, time: 0.746, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0294, loss_cls: 0.1421, acc: 94.6687, loss_bbox: 0.1908, loss_mask: 0.1989, loss: 0.5797 +2022-09-23 04:21:52,008 - mmdet - INFO - Epoch [30][6000/7330] lr: 3.778e-08, eta: 9:33:02, time: 0.724, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0258, loss_cls: 0.1306, acc: 95.0750, loss_bbox: 0.1768, loss_mask: 0.1888, loss: 0.5387 +2022-09-23 04:22:29,081 - mmdet - INFO - Epoch [30][6050/7330] lr: 3.778e-08, eta: 9:32:24, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0295, loss_cls: 0.1389, acc: 94.7720, loss_bbox: 0.1907, loss_mask: 0.1990, loss: 0.5744 +2022-09-23 04:23:05,934 - mmdet - INFO - Epoch [30][6100/7330] lr: 3.778e-08, eta: 9:31:45, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0279, loss_cls: 0.1278, acc: 95.0776, loss_bbox: 0.1788, loss_mask: 0.1930, loss: 0.5431 +2022-09-23 04:23:42,764 - mmdet - INFO - Epoch [30][6150/7330] lr: 3.778e-08, eta: 9:31:07, time: 0.738, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0262, loss_cls: 0.1284, acc: 95.1111, loss_bbox: 0.1808, loss_mask: 0.1971, loss: 0.5466 +2022-09-23 04:24:19,493 - mmdet - INFO - Epoch [30][6200/7330] lr: 3.778e-08, eta: 9:30:28, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0279, loss_cls: 0.1274, acc: 95.1587, loss_bbox: 0.1791, loss_mask: 0.1934, loss: 0.5434 +2022-09-23 04:24:57,249 - mmdet - INFO - Epoch [30][6250/7330] lr: 3.778e-08, eta: 9:29:50, time: 0.755, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0277, loss_cls: 0.1350, acc: 94.9404, loss_bbox: 0.1842, loss_mask: 0.1965, loss: 0.5597 +2022-09-23 04:25:34,146 - mmdet - INFO - Epoch [30][6300/7330] lr: 3.778e-08, eta: 9:29:11, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0302, loss_cls: 0.1364, acc: 94.7539, loss_bbox: 0.1917, loss_mask: 0.1996, loss: 0.5763 +2022-09-23 04:26:10,837 - mmdet - INFO - Epoch [30][6350/7330] lr: 3.778e-08, eta: 9:28:33, time: 0.733, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0283, loss_cls: 0.1328, acc: 94.9868, loss_bbox: 0.1861, loss_mask: 0.2032, loss: 0.5678 +2022-09-23 04:26:47,326 - mmdet - INFO - Epoch [30][6400/7330] lr: 3.778e-08, eta: 9:27:54, time: 0.731, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0278, loss_cls: 0.1328, acc: 94.9463, loss_bbox: 0.1832, loss_mask: 0.1962, loss: 0.5558 +2022-09-23 04:27:24,112 - mmdet - INFO - Epoch [30][6450/7330] lr: 3.778e-08, eta: 9:27:16, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0265, loss_cls: 0.1266, acc: 95.1592, loss_bbox: 0.1797, loss_mask: 0.1875, loss: 0.5359 +2022-09-23 04:28:01,094 - mmdet - INFO - Epoch [30][6500/7330] lr: 3.778e-08, eta: 9:26:37, time: 0.740, data_time: 0.013, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0274, loss_cls: 0.1340, acc: 94.8828, loss_bbox: 0.1827, loss_mask: 0.1963, loss: 0.5581 +2022-09-23 04:28:38,361 - mmdet - INFO - Epoch [30][6550/7330] lr: 3.778e-08, eta: 9:25:59, time: 0.745, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0254, loss_cls: 0.1274, acc: 95.1487, loss_bbox: 0.1793, loss_mask: 0.1924, loss: 0.5396 +2022-09-23 04:29:15,938 - mmdet - INFO - Epoch [30][6600/7330] lr: 3.778e-08, eta: 9:25:21, time: 0.752, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0252, loss_cls: 0.1332, acc: 94.9219, loss_bbox: 0.1842, loss_mask: 0.1975, loss: 0.5569 +2022-09-23 04:29:53,053 - mmdet - INFO - Epoch [30][6650/7330] lr: 3.778e-08, eta: 9:24:42, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0285, loss_cls: 0.1354, acc: 94.9548, loss_bbox: 0.1852, loss_mask: 0.1944, loss: 0.5614 +2022-09-23 04:30:30,284 - mmdet - INFO - Epoch [30][6700/7330] lr: 3.778e-08, eta: 9:24:04, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0273, loss_cls: 0.1305, acc: 95.0347, loss_bbox: 0.1827, loss_mask: 0.1969, loss: 0.5542 +2022-09-23 04:31:06,836 - mmdet - INFO - Epoch [30][6750/7330] lr: 3.778e-08, eta: 9:23:26, time: 0.731, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0301, loss_cls: 0.1317, acc: 94.9788, loss_bbox: 0.1855, loss_mask: 0.1958, loss: 0.5601 +2022-09-23 04:31:44,168 - mmdet - INFO - Epoch [30][6800/7330] lr: 3.778e-08, eta: 9:22:47, time: 0.747, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0287, loss_cls: 0.1359, acc: 94.8054, loss_bbox: 0.1873, loss_mask: 0.2004, loss: 0.5693 +2022-09-23 04:32:21,503 - mmdet - INFO - Epoch [30][6850/7330] lr: 3.778e-08, eta: 9:22:09, time: 0.747, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0276, loss_cls: 0.1318, acc: 94.9905, loss_bbox: 0.1848, loss_mask: 0.1969, loss: 0.5563 +2022-09-23 04:32:59,223 - mmdet - INFO - Epoch [30][6900/7330] lr: 3.778e-08, eta: 9:21:31, time: 0.754, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0292, loss_cls: 0.1311, acc: 95.0417, loss_bbox: 0.1847, loss_mask: 0.1937, loss: 0.5552 +2022-09-23 04:33:36,114 - mmdet - INFO - Epoch [30][6950/7330] lr: 3.778e-08, eta: 9:20:53, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0289, loss_cls: 0.1361, acc: 94.8416, loss_bbox: 0.1871, loss_mask: 0.1985, loss: 0.5675 +2022-09-23 04:34:13,846 - mmdet - INFO - Epoch [30][7000/7330] lr: 3.778e-08, eta: 9:20:15, time: 0.755, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0281, loss_cls: 0.1305, acc: 95.0898, loss_bbox: 0.1817, loss_mask: 0.1928, loss: 0.5504 +2022-09-23 04:34:51,733 - mmdet - INFO - Epoch [30][7050/7330] lr: 3.778e-08, eta: 9:19:37, time: 0.758, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0280, loss_cls: 0.1352, acc: 94.8704, loss_bbox: 0.1887, loss_mask: 0.1969, loss: 0.5666 +2022-09-23 04:35:28,730 - mmdet - INFO - Epoch [30][7100/7330] lr: 3.778e-08, eta: 9:18:58, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0273, loss_cls: 0.1279, acc: 95.1440, loss_bbox: 0.1781, loss_mask: 0.1958, loss: 0.5457 +2022-09-23 04:36:06,162 - mmdet - INFO - Epoch [30][7150/7330] lr: 3.778e-08, eta: 9:18:20, time: 0.749, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0266, loss_cls: 0.1289, acc: 95.1672, loss_bbox: 0.1751, loss_mask: 0.1876, loss: 0.5354 +2022-09-23 04:36:44,062 - mmdet - INFO - Epoch [30][7200/7330] lr: 3.778e-08, eta: 9:17:42, time: 0.758, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0292, loss_cls: 0.1329, acc: 94.9338, loss_bbox: 0.1858, loss_mask: 0.1989, loss: 0.5642 +2022-09-23 04:37:20,400 - mmdet - INFO - Epoch [30][7250/7330] lr: 3.778e-08, eta: 9:17:03, time: 0.727, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0281, loss_cls: 0.1348, acc: 94.9292, loss_bbox: 0.1878, loss_mask: 0.2037, loss: 0.5716 +2022-09-23 04:37:57,489 - mmdet - INFO - Epoch [30][7300/7330] lr: 3.778e-08, eta: 9:16:25, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0280, loss_cls: 0.1271, acc: 95.2290, loss_bbox: 0.1759, loss_mask: 0.1962, loss: 0.5437 +2022-09-23 04:38:29,977 - mmdet - INFO - Saving checkpoint at 30 epochs +2022-09-23 04:41:17,854 - mmdet - INFO - Evaluating bbox... +2022-09-23 04:41:41,000 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.520 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.738 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.565 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.362 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.558 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.675 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.631 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.631 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.631 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.470 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.671 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.779 + +2022-09-23 04:41:41,000 - mmdet - INFO - Evaluating segm... +2022-09-23 04:42:09,416 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.460 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.705 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.498 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.267 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.494 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.655 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.566 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.566 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.566 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.398 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.608 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.729 + +2022-09-23 04:42:09,763 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 04:42:09,763 - mmdet - INFO - Epoch(val) [30][625] bbox_mAP: 0.5200, bbox_mAP_50: 0.7380, bbox_mAP_75: 0.5650, bbox_mAP_s: 0.3620, bbox_mAP_m: 0.5580, bbox_mAP_l: 0.6750, bbox_mAP_copypaste: 0.520 0.738 0.565 0.362 0.558 0.675, segm_mAP: 0.4600, segm_mAP_50: 0.7050, segm_mAP_75: 0.4980, segm_mAP_s: 0.2670, segm_mAP_m: 0.4940, segm_mAP_l: 0.6550, segm_mAP_copypaste: 0.460 0.705 0.498 0.267 0.494 0.655 +2022-09-23 04:45:11,119 - mmdet - INFO - Epoch [31][50/7330] lr: 3.778e-08, eta: 9:16:24, time: 3.626, data_time: 2.848, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0272, loss_cls: 0.1284, acc: 95.1006, loss_bbox: 0.1833, loss_mask: 0.1937, loss: 0.5484 +2022-09-23 04:45:49,565 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 04:45:49,571 - mmdet - INFO - Epoch [31][100/7330] lr: 3.778e-08, eta: 9:15:47, time: 0.770, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0281, loss_cls: 0.1319, acc: 94.9526, loss_bbox: 0.1837, loss_mask: 0.1950, loss: 0.5546 +2022-09-23 04:46:27,700 - mmdet - INFO - Epoch [31][150/7330] lr: 3.778e-08, eta: 9:15:09, time: 0.763, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0302, loss_cls: 0.1381, acc: 94.7400, loss_bbox: 0.1953, loss_mask: 0.1945, loss: 0.5756 +2022-09-23 04:47:05,473 - mmdet - INFO - Epoch [31][200/7330] lr: 3.778e-08, eta: 9:14:31, time: 0.755, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0287, loss_cls: 0.1335, acc: 94.9824, loss_bbox: 0.1848, loss_mask: 0.1969, loss: 0.5617 +2022-09-23 04:47:43,691 - mmdet - INFO - Epoch [31][250/7330] lr: 3.778e-08, eta: 9:13:53, time: 0.764, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0286, loss_cls: 0.1335, acc: 94.9106, loss_bbox: 0.1886, loss_mask: 0.1987, loss: 0.5660 +2022-09-23 04:48:20,869 - mmdet - INFO - Epoch [31][300/7330] lr: 3.778e-08, eta: 9:13:14, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0252, loss_cls: 0.1233, acc: 95.3193, loss_bbox: 0.1774, loss_mask: 0.1949, loss: 0.5371 +2022-09-23 04:48:58,204 - mmdet - INFO - Epoch [31][350/7330] lr: 3.778e-08, eta: 9:12:36, time: 0.748, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0279, loss_cls: 0.1331, acc: 94.9490, loss_bbox: 0.1868, loss_mask: 0.2011, loss: 0.5649 +2022-09-23 04:49:35,883 - mmdet - INFO - Epoch [31][400/7330] lr: 3.778e-08, eta: 9:11:58, time: 0.754, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0302, loss_cls: 0.1409, acc: 94.6565, loss_bbox: 0.1921, loss_mask: 0.1988, loss: 0.5798 +2022-09-23 04:50:13,413 - mmdet - INFO - Epoch [31][450/7330] lr: 3.778e-08, eta: 9:11:20, time: 0.750, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0279, loss_cls: 0.1316, acc: 94.9836, loss_bbox: 0.1858, loss_mask: 0.1983, loss: 0.5596 +2022-09-23 04:50:51,761 - mmdet - INFO - Epoch [31][500/7330] lr: 3.778e-08, eta: 9:10:42, time: 0.767, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0279, loss_cls: 0.1340, acc: 94.9512, loss_bbox: 0.1841, loss_mask: 0.1941, loss: 0.5572 +2022-09-23 04:51:29,581 - mmdet - INFO - Epoch [31][550/7330] lr: 3.778e-08, eta: 9:10:04, time: 0.756, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0281, loss_cls: 0.1347, acc: 94.9348, loss_bbox: 0.1835, loss_mask: 0.1939, loss: 0.5575 +2022-09-23 04:52:06,922 - mmdet - INFO - Epoch [31][600/7330] lr: 3.778e-08, eta: 9:09:25, time: 0.747, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0294, loss_cls: 0.1355, acc: 94.8577, loss_bbox: 0.1854, loss_mask: 0.1946, loss: 0.5629 +2022-09-23 04:52:44,099 - mmdet - INFO - Epoch [31][650/7330] lr: 3.778e-08, eta: 9:08:47, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0283, loss_cls: 0.1335, acc: 94.9612, loss_bbox: 0.1857, loss_mask: 0.1949, loss: 0.5593 +2022-09-23 04:53:21,428 - mmdet - INFO - Epoch [31][700/7330] lr: 3.778e-08, eta: 9:08:09, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0273, loss_cls: 0.1269, acc: 95.1941, loss_bbox: 0.1745, loss_mask: 0.1917, loss: 0.5356 +2022-09-23 04:53:58,193 - mmdet - INFO - Epoch [31][750/7330] lr: 3.778e-08, eta: 9:07:30, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0272, loss_cls: 0.1329, acc: 94.9448, loss_bbox: 0.1851, loss_mask: 0.1947, loss: 0.5553 +2022-09-23 04:54:35,176 - mmdet - INFO - Epoch [31][800/7330] lr: 3.778e-08, eta: 9:06:52, time: 0.740, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0259, loss_cls: 0.1267, acc: 95.1870, loss_bbox: 0.1781, loss_mask: 0.1921, loss: 0.5382 +2022-09-23 04:55:12,348 - mmdet - INFO - Epoch [31][850/7330] lr: 3.778e-08, eta: 9:06:13, time: 0.743, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0282, loss_cls: 0.1401, acc: 94.7095, loss_bbox: 0.1894, loss_mask: 0.1978, loss: 0.5735 +2022-09-23 04:55:49,770 - mmdet - INFO - Epoch [31][900/7330] lr: 3.778e-08, eta: 9:05:35, time: 0.748, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0296, loss_cls: 0.1327, acc: 95.0215, loss_bbox: 0.1881, loss_mask: 0.1975, loss: 0.5656 +2022-09-23 04:56:27,496 - mmdet - INFO - Epoch [31][950/7330] lr: 3.778e-08, eta: 9:04:57, time: 0.755, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0264, loss_cls: 0.1278, acc: 95.1562, loss_bbox: 0.1784, loss_mask: 0.1926, loss: 0.5414 +2022-09-23 04:57:05,445 - mmdet - INFO - Epoch [31][1000/7330] lr: 3.778e-08, eta: 9:04:19, time: 0.758, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0293, loss_cls: 0.1311, acc: 95.0081, loss_bbox: 0.1877, loss_mask: 0.1947, loss: 0.5608 +2022-09-23 04:57:42,444 - mmdet - INFO - Epoch [31][1050/7330] lr: 3.778e-08, eta: 9:03:40, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0285, loss_cls: 0.1344, acc: 94.8818, loss_bbox: 0.1852, loss_mask: 0.1958, loss: 0.5615 +2022-09-23 04:58:19,747 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 04:58:19,753 - mmdet - INFO - Epoch [31][1100/7330] lr: 3.778e-08, eta: 9:03:02, time: 0.746, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0282, loss_cls: 0.1315, acc: 94.9929, loss_bbox: 0.1878, loss_mask: 0.1962, loss: 0.5628 +2022-09-23 04:58:57,128 - mmdet - INFO - Epoch [31][1150/7330] lr: 3.778e-08, eta: 9:02:24, time: 0.748, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0288, loss_cls: 0.1319, acc: 95.0400, loss_bbox: 0.1837, loss_mask: 0.1932, loss: 0.5551 +2022-09-23 04:59:34,114 - mmdet - INFO - Epoch [31][1200/7330] lr: 3.778e-08, eta: 9:01:45, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0272, loss_cls: 0.1307, acc: 95.0835, loss_bbox: 0.1835, loss_mask: 0.1978, loss: 0.5555 +2022-09-23 05:00:11,363 - mmdet - INFO - Epoch [31][1250/7330] lr: 3.778e-08, eta: 9:01:07, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0259, loss_cls: 0.1251, acc: 95.1941, loss_bbox: 0.1732, loss_mask: 0.1871, loss: 0.5262 +2022-09-23 05:00:48,787 - mmdet - INFO - Epoch [31][1300/7330] lr: 3.778e-08, eta: 9:00:29, time: 0.749, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0280, loss_cls: 0.1341, acc: 94.9097, loss_bbox: 0.1885, loss_mask: 0.1951, loss: 0.5623 +2022-09-23 05:01:26,087 - mmdet - INFO - Epoch [31][1350/7330] lr: 3.778e-08, eta: 8:59:50, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0282, loss_cls: 0.1297, acc: 95.1729, loss_bbox: 0.1786, loss_mask: 0.1975, loss: 0.5512 +2022-09-23 05:02:03,094 - mmdet - INFO - Epoch [31][1400/7330] lr: 3.778e-08, eta: 8:59:12, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0261, loss_cls: 0.1249, acc: 95.2612, loss_bbox: 0.1764, loss_mask: 0.1950, loss: 0.5386 +2022-09-23 05:02:40,316 - mmdet - INFO - Epoch [31][1450/7330] lr: 3.778e-08, eta: 8:58:34, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0261, loss_cls: 0.1242, acc: 95.3140, loss_bbox: 0.1745, loss_mask: 0.1888, loss: 0.5293 +2022-09-23 05:03:16,822 - mmdet - INFO - Epoch [31][1500/7330] lr: 3.778e-08, eta: 8:57:55, time: 0.730, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0271, loss_cls: 0.1275, acc: 95.2078, loss_bbox: 0.1791, loss_mask: 0.1916, loss: 0.5423 +2022-09-23 05:03:53,481 - mmdet - INFO - Epoch [31][1550/7330] lr: 3.778e-08, eta: 8:57:16, time: 0.733, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0249, loss_cls: 0.1319, acc: 95.0271, loss_bbox: 0.1766, loss_mask: 0.1942, loss: 0.5432 +2022-09-23 05:04:30,898 - mmdet - INFO - Epoch [31][1600/7330] lr: 3.778e-08, eta: 8:56:38, time: 0.748, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0281, loss_cls: 0.1352, acc: 94.9277, loss_bbox: 0.1879, loss_mask: 0.1937, loss: 0.5622 +2022-09-23 05:05:08,623 - mmdet - INFO - Epoch [31][1650/7330] lr: 3.778e-08, eta: 8:56:00, time: 0.754, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0285, loss_cls: 0.1359, acc: 94.8342, loss_bbox: 0.1869, loss_mask: 0.1992, loss: 0.5685 +2022-09-23 05:05:46,693 - mmdet - INFO - Epoch [31][1700/7330] lr: 3.778e-08, eta: 8:55:22, time: 0.761, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0288, loss_cls: 0.1360, acc: 94.8179, loss_bbox: 0.1888, loss_mask: 0.1958, loss: 0.5664 +2022-09-23 05:06:24,744 - mmdet - INFO - Epoch [31][1750/7330] lr: 3.778e-08, eta: 8:54:44, time: 0.761, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0281, loss_cls: 0.1330, acc: 94.9214, loss_bbox: 0.1874, loss_mask: 0.1971, loss: 0.5622 +2022-09-23 05:07:01,442 - mmdet - INFO - Epoch [31][1800/7330] lr: 3.778e-08, eta: 8:54:05, time: 0.734, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0269, loss_cls: 0.1256, acc: 95.2639, loss_bbox: 0.1805, loss_mask: 0.1966, loss: 0.5464 +2022-09-23 05:07:38,922 - mmdet - INFO - Epoch [31][1850/7330] lr: 3.778e-08, eta: 8:53:27, time: 0.749, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0289, loss_cls: 0.1361, acc: 94.7627, loss_bbox: 0.1875, loss_mask: 0.2000, loss: 0.5708 +2022-09-23 05:08:15,808 - mmdet - INFO - Epoch [31][1900/7330] lr: 3.778e-08, eta: 8:52:49, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0267, loss_cls: 0.1275, acc: 95.2236, loss_bbox: 0.1764, loss_mask: 0.1922, loss: 0.5390 +2022-09-23 05:08:53,027 - mmdet - INFO - Epoch [31][1950/7330] lr: 3.778e-08, eta: 8:52:10, time: 0.744, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0271, loss_cls: 0.1338, acc: 94.9336, loss_bbox: 0.1872, loss_mask: 0.1958, loss: 0.5605 +2022-09-23 05:09:29,857 - mmdet - INFO - Epoch [31][2000/7330] lr: 3.778e-08, eta: 8:51:32, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0269, loss_cls: 0.1318, acc: 95.0310, loss_bbox: 0.1814, loss_mask: 0.1956, loss: 0.5512 +2022-09-23 05:10:06,271 - mmdet - INFO - Epoch [31][2050/7330] lr: 3.778e-08, eta: 8:50:53, time: 0.728, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0277, loss_cls: 0.1254, acc: 95.2407, loss_bbox: 0.1762, loss_mask: 0.1942, loss: 0.5399 +2022-09-23 05:10:43,038 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 05:10:43,045 - mmdet - INFO - Epoch [31][2100/7330] lr: 3.778e-08, eta: 8:50:14, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0283, loss_cls: 0.1311, acc: 94.9993, loss_bbox: 0.1826, loss_mask: 0.1935, loss: 0.5525 +2022-09-23 05:11:19,512 - mmdet - INFO - Epoch [31][2150/7330] lr: 3.778e-08, eta: 8:49:36, time: 0.729, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0279, loss_cls: 0.1305, acc: 95.0872, loss_bbox: 0.1796, loss_mask: 0.1974, loss: 0.5515 +2022-09-23 05:11:56,195 - mmdet - INFO - Epoch [31][2200/7330] lr: 3.778e-08, eta: 8:48:57, time: 0.734, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0266, loss_cls: 0.1324, acc: 94.9736, loss_bbox: 0.1837, loss_mask: 0.1959, loss: 0.5556 +2022-09-23 05:12:32,564 - mmdet - INFO - Epoch [31][2250/7330] lr: 3.778e-08, eta: 8:48:18, time: 0.727, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0256, loss_cls: 0.1250, acc: 95.1370, loss_bbox: 0.1783, loss_mask: 0.1893, loss: 0.5334 +2022-09-23 05:13:09,274 - mmdet - INFO - Epoch [31][2300/7330] lr: 3.778e-08, eta: 8:47:40, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0285, loss_cls: 0.1348, acc: 95.0188, loss_bbox: 0.1840, loss_mask: 0.1978, loss: 0.5627 +2022-09-23 05:13:46,085 - mmdet - INFO - Epoch [31][2350/7330] lr: 3.778e-08, eta: 8:47:01, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0262, loss_cls: 0.1287, acc: 95.1721, loss_bbox: 0.1792, loss_mask: 0.1997, loss: 0.5502 +2022-09-23 05:14:22,747 - mmdet - INFO - Epoch [31][2400/7330] lr: 3.778e-08, eta: 8:46:23, time: 0.734, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0292, loss_cls: 0.1369, acc: 94.9104, loss_bbox: 0.1842, loss_mask: 0.1980, loss: 0.5658 +2022-09-23 05:15:00,176 - mmdet - INFO - Epoch [31][2450/7330] lr: 3.778e-08, eta: 8:45:45, time: 0.748, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0267, loss_cls: 0.1272, acc: 95.1792, loss_bbox: 0.1773, loss_mask: 0.1893, loss: 0.5358 +2022-09-23 05:15:37,607 - mmdet - INFO - Epoch [31][2500/7330] lr: 3.778e-08, eta: 8:45:06, time: 0.750, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0295, loss_cls: 0.1362, acc: 94.8701, loss_bbox: 0.1853, loss_mask: 0.1922, loss: 0.5602 +2022-09-23 05:16:14,760 - mmdet - INFO - Epoch [31][2550/7330] lr: 3.778e-08, eta: 8:44:28, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0272, loss_cls: 0.1283, acc: 95.1772, loss_bbox: 0.1794, loss_mask: 0.1945, loss: 0.5449 +2022-09-23 05:16:51,743 - mmdet - INFO - Epoch [31][2600/7330] lr: 3.778e-08, eta: 8:43:50, time: 0.739, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0285, loss_cls: 0.1380, acc: 94.7744, loss_bbox: 0.1943, loss_mask: 0.2013, loss: 0.5795 +2022-09-23 05:17:28,087 - mmdet - INFO - Epoch [31][2650/7330] lr: 3.778e-08, eta: 8:43:11, time: 0.728, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0269, loss_cls: 0.1287, acc: 95.1599, loss_bbox: 0.1784, loss_mask: 0.1963, loss: 0.5474 +2022-09-23 05:18:04,520 - mmdet - INFO - Epoch [31][2700/7330] lr: 3.778e-08, eta: 8:42:32, time: 0.729, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0267, loss_cls: 0.1307, acc: 95.1548, loss_bbox: 0.1794, loss_mask: 0.1996, loss: 0.5518 +2022-09-23 05:18:41,967 - mmdet - INFO - Epoch [31][2750/7330] lr: 3.778e-08, eta: 8:41:54, time: 0.749, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0273, loss_cls: 0.1319, acc: 94.9033, loss_bbox: 0.1846, loss_mask: 0.1954, loss: 0.5556 +2022-09-23 05:19:19,718 - mmdet - INFO - Epoch [31][2800/7330] lr: 3.778e-08, eta: 8:41:16, time: 0.755, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0275, loss_cls: 0.1290, acc: 95.0918, loss_bbox: 0.1824, loss_mask: 0.1927, loss: 0.5474 +2022-09-23 05:19:56,221 - mmdet - INFO - Epoch [31][2850/7330] lr: 3.778e-08, eta: 8:40:37, time: 0.730, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0276, loss_cls: 0.1273, acc: 95.1870, loss_bbox: 0.1814, loss_mask: 0.1936, loss: 0.5457 +2022-09-23 05:20:33,575 - mmdet - INFO - Epoch [31][2900/7330] lr: 3.778e-08, eta: 8:39:59, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0265, loss_cls: 0.1272, acc: 95.1875, loss_bbox: 0.1772, loss_mask: 0.1875, loss: 0.5354 +2022-09-23 05:21:10,664 - mmdet - INFO - Epoch [31][2950/7330] lr: 3.778e-08, eta: 8:39:21, time: 0.742, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0193, loss_rpn_bbox: 0.0296, loss_cls: 0.1361, acc: 94.8389, loss_bbox: 0.1876, loss_mask: 0.1985, loss: 0.5711 +2022-09-23 05:21:48,667 - mmdet - INFO - Epoch [31][3000/7330] lr: 3.778e-08, eta: 8:38:43, time: 0.760, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0293, loss_cls: 0.1312, acc: 95.0227, loss_bbox: 0.1825, loss_mask: 0.1965, loss: 0.5546 +2022-09-23 05:22:24,890 - mmdet - INFO - Epoch [31][3050/7330] lr: 3.778e-08, eta: 8:38:04, time: 0.724, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0276, loss_cls: 0.1294, acc: 95.1284, loss_bbox: 0.1774, loss_mask: 0.1906, loss: 0.5422 +2022-09-23 05:23:01,506 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 05:23:01,510 - mmdet - INFO - Epoch [31][3100/7330] lr: 3.778e-08, eta: 8:37:25, time: 0.732, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0257, loss_cls: 0.1286, acc: 95.1243, loss_bbox: 0.1801, loss_mask: 0.1914, loss: 0.5407 +2022-09-23 05:23:38,934 - mmdet - INFO - Epoch [31][3150/7330] lr: 3.778e-08, eta: 8:36:47, time: 0.748, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0264, loss_cls: 0.1277, acc: 95.1963, loss_bbox: 0.1780, loss_mask: 0.1921, loss: 0.5393 +2022-09-23 05:24:15,610 - mmdet - INFO - Epoch [31][3200/7330] lr: 3.778e-08, eta: 8:36:09, time: 0.733, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0259, loss_cls: 0.1308, acc: 95.0176, loss_bbox: 0.1799, loss_mask: 0.1959, loss: 0.5499 +2022-09-23 05:24:52,576 - mmdet - INFO - Epoch [31][3250/7330] lr: 3.778e-08, eta: 8:35:30, time: 0.739, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0274, loss_cls: 0.1334, acc: 95.0081, loss_bbox: 0.1850, loss_mask: 0.1953, loss: 0.5583 +2022-09-23 05:25:29,281 - mmdet - INFO - Epoch [31][3300/7330] lr: 3.778e-08, eta: 8:34:52, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0258, loss_cls: 0.1278, acc: 95.1519, loss_bbox: 0.1788, loss_mask: 0.1928, loss: 0.5418 +2022-09-23 05:26:06,540 - mmdet - INFO - Epoch [31][3350/7330] lr: 3.778e-08, eta: 8:34:13, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0291, loss_cls: 0.1321, acc: 94.9868, loss_bbox: 0.1822, loss_mask: 0.1963, loss: 0.5556 +2022-09-23 05:26:42,724 - mmdet - INFO - Epoch [31][3400/7330] lr: 3.778e-08, eta: 8:33:35, time: 0.724, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0277, loss_cls: 0.1350, acc: 94.9355, loss_bbox: 0.1854, loss_mask: 0.1973, loss: 0.5621 +2022-09-23 05:27:19,088 - mmdet - INFO - Epoch [31][3450/7330] lr: 3.778e-08, eta: 8:32:56, time: 0.726, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0276, loss_cls: 0.1259, acc: 95.2598, loss_bbox: 0.1780, loss_mask: 0.1957, loss: 0.5433 +2022-09-23 05:27:56,176 - mmdet - INFO - Epoch [31][3500/7330] lr: 3.778e-08, eta: 8:32:17, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0264, loss_cls: 0.1287, acc: 95.1963, loss_bbox: 0.1778, loss_mask: 0.1941, loss: 0.5423 +2022-09-23 05:28:32,747 - mmdet - INFO - Epoch [31][3550/7330] lr: 3.778e-08, eta: 8:31:39, time: 0.731, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0274, loss_cls: 0.1327, acc: 95.0579, loss_bbox: 0.1792, loss_mask: 0.1923, loss: 0.5486 +2022-09-23 05:29:10,098 - mmdet - INFO - Epoch [31][3600/7330] lr: 3.778e-08, eta: 8:31:01, time: 0.747, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0316, loss_cls: 0.1426, acc: 94.6082, loss_bbox: 0.1926, loss_mask: 0.2010, loss: 0.5862 +2022-09-23 05:29:46,524 - mmdet - INFO - Epoch [31][3650/7330] lr: 3.778e-08, eta: 8:30:22, time: 0.728, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0265, loss_cls: 0.1273, acc: 95.1978, loss_bbox: 0.1788, loss_mask: 0.1937, loss: 0.5419 +2022-09-23 05:30:23,567 - mmdet - INFO - Epoch [31][3700/7330] lr: 3.778e-08, eta: 8:29:44, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0260, loss_cls: 0.1245, acc: 95.2695, loss_bbox: 0.1738, loss_mask: 0.1900, loss: 0.5307 +2022-09-23 05:31:00,941 - mmdet - INFO - Epoch [31][3750/7330] lr: 3.778e-08, eta: 8:29:05, time: 0.747, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0272, loss_cls: 0.1304, acc: 95.0493, loss_bbox: 0.1826, loss_mask: 0.1929, loss: 0.5513 +2022-09-23 05:31:37,492 - mmdet - INFO - Epoch [31][3800/7330] lr: 3.778e-08, eta: 8:28:27, time: 0.731, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0267, loss_cls: 0.1271, acc: 95.1611, loss_bbox: 0.1763, loss_mask: 0.1901, loss: 0.5364 +2022-09-23 05:32:14,402 - mmdet - INFO - Epoch [31][3850/7330] lr: 3.778e-08, eta: 8:27:48, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0263, loss_cls: 0.1251, acc: 95.2676, loss_bbox: 0.1704, loss_mask: 0.1886, loss: 0.5258 +2022-09-23 05:32:50,991 - mmdet - INFO - Epoch [31][3900/7330] lr: 3.778e-08, eta: 8:27:10, time: 0.732, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0288, loss_cls: 0.1351, acc: 94.9568, loss_bbox: 0.1848, loss_mask: 0.1928, loss: 0.5590 +2022-09-23 05:33:27,835 - mmdet - INFO - Epoch [31][3950/7330] lr: 3.778e-08, eta: 8:26:31, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0293, loss_cls: 0.1348, acc: 94.8696, loss_bbox: 0.1873, loss_mask: 0.2002, loss: 0.5689 +2022-09-23 05:34:04,744 - mmdet - INFO - Epoch [31][4000/7330] lr: 3.778e-08, eta: 8:25:53, time: 0.738, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0260, loss_cls: 0.1293, acc: 95.0627, loss_bbox: 0.1788, loss_mask: 0.1940, loss: 0.5442 +2022-09-23 05:34:42,187 - mmdet - INFO - Epoch [31][4050/7330] lr: 3.778e-08, eta: 8:25:15, time: 0.749, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0260, loss_cls: 0.1260, acc: 95.2832, loss_bbox: 0.1760, loss_mask: 0.1909, loss: 0.5333 +2022-09-23 05:35:19,384 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 05:35:19,388 - mmdet - INFO - Epoch [31][4100/7330] lr: 3.778e-08, eta: 8:24:36, time: 0.744, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0288, loss_cls: 0.1385, acc: 94.8030, loss_bbox: 0.1902, loss_mask: 0.1960, loss: 0.5715 +2022-09-23 05:35:56,377 - mmdet - INFO - Epoch [31][4150/7330] lr: 3.778e-08, eta: 8:23:58, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0273, loss_cls: 0.1309, acc: 95.0879, loss_bbox: 0.1849, loss_mask: 0.1955, loss: 0.5553 +2022-09-23 05:36:33,840 - mmdet - INFO - Epoch [31][4200/7330] lr: 3.778e-08, eta: 8:23:20, time: 0.749, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0246, loss_cls: 0.1253, acc: 95.2905, loss_bbox: 0.1739, loss_mask: 0.1918, loss: 0.5311 +2022-09-23 05:37:10,130 - mmdet - INFO - Epoch [31][4250/7330] lr: 3.778e-08, eta: 8:22:41, time: 0.726, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0268, loss_cls: 0.1310, acc: 95.0227, loss_bbox: 0.1808, loss_mask: 0.1924, loss: 0.5472 +2022-09-23 05:37:47,683 - mmdet - INFO - Epoch [31][4300/7330] lr: 3.778e-08, eta: 8:22:03, time: 0.751, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0287, loss_cls: 0.1365, acc: 94.7610, loss_bbox: 0.1878, loss_mask: 0.1953, loss: 0.5641 +2022-09-23 05:38:24,799 - mmdet - INFO - Epoch [31][4350/7330] lr: 3.778e-08, eta: 8:21:25, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0294, loss_cls: 0.1368, acc: 94.8259, loss_bbox: 0.1906, loss_mask: 0.1956, loss: 0.5708 +2022-09-23 05:39:01,378 - mmdet - INFO - Epoch [31][4400/7330] lr: 3.778e-08, eta: 8:20:46, time: 0.732, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0280, loss_cls: 0.1347, acc: 94.8376, loss_bbox: 0.1854, loss_mask: 0.1979, loss: 0.5627 +2022-09-23 05:39:38,721 - mmdet - INFO - Epoch [31][4450/7330] lr: 3.778e-08, eta: 8:20:08, time: 0.747, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0255, loss_cls: 0.1267, acc: 95.1809, loss_bbox: 0.1767, loss_mask: 0.1911, loss: 0.5363 +2022-09-23 05:40:15,646 - mmdet - INFO - Epoch [31][4500/7330] lr: 3.778e-08, eta: 8:19:30, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0278, loss_cls: 0.1308, acc: 95.0918, loss_bbox: 0.1808, loss_mask: 0.1954, loss: 0.5503 +2022-09-23 05:40:52,771 - mmdet - INFO - Epoch [31][4550/7330] lr: 3.778e-08, eta: 8:18:51, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0280, loss_cls: 0.1322, acc: 94.9607, loss_bbox: 0.1857, loss_mask: 0.1966, loss: 0.5598 +2022-09-23 05:41:29,029 - mmdet - INFO - Epoch [31][4600/7330] lr: 3.778e-08, eta: 8:18:13, time: 0.725, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0259, loss_cls: 0.1224, acc: 95.3772, loss_bbox: 0.1743, loss_mask: 0.1924, loss: 0.5295 +2022-09-23 05:42:06,621 - mmdet - INFO - Epoch [31][4650/7330] lr: 3.778e-08, eta: 8:17:35, time: 0.752, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0281, loss_cls: 0.1382, acc: 94.8130, loss_bbox: 0.1888, loss_mask: 0.2002, loss: 0.5739 +2022-09-23 05:42:43,233 - mmdet - INFO - Epoch [31][4700/7330] lr: 3.778e-08, eta: 8:16:56, time: 0.732, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0270, loss_cls: 0.1304, acc: 95.0015, loss_bbox: 0.1806, loss_mask: 0.1946, loss: 0.5502 +2022-09-23 05:43:20,684 - mmdet - INFO - Epoch [31][4750/7330] lr: 3.778e-08, eta: 8:16:18, time: 0.749, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0273, loss_cls: 0.1282, acc: 95.0249, loss_bbox: 0.1818, loss_mask: 0.1922, loss: 0.5449 +2022-09-23 05:43:57,510 - mmdet - INFO - Epoch [31][4800/7330] lr: 3.778e-08, eta: 8:15:39, time: 0.736, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0258, loss_cls: 0.1358, acc: 94.8936, loss_bbox: 0.1849, loss_mask: 0.1970, loss: 0.5599 +2022-09-23 05:44:35,168 - mmdet - INFO - Epoch [31][4850/7330] lr: 3.778e-08, eta: 8:15:01, time: 0.754, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0263, loss_cls: 0.1301, acc: 95.0493, loss_bbox: 0.1791, loss_mask: 0.1946, loss: 0.5459 +2022-09-23 05:45:11,757 - mmdet - INFO - Epoch [31][4900/7330] lr: 3.778e-08, eta: 8:14:23, time: 0.731, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0260, loss_cls: 0.1281, acc: 95.1731, loss_bbox: 0.1797, loss_mask: 0.1913, loss: 0.5406 +2022-09-23 05:45:49,263 - mmdet - INFO - Epoch [31][4950/7330] lr: 3.778e-08, eta: 8:13:45, time: 0.751, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0294, loss_cls: 0.1362, acc: 94.9177, loss_bbox: 0.1895, loss_mask: 0.2001, loss: 0.5730 +2022-09-23 05:46:26,928 - mmdet - INFO - Epoch [31][5000/7330] lr: 3.778e-08, eta: 8:13:07, time: 0.753, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0258, loss_cls: 0.1214, acc: 95.4026, loss_bbox: 0.1740, loss_mask: 0.1908, loss: 0.5269 +2022-09-23 05:47:04,185 - mmdet - INFO - Epoch [31][5050/7330] lr: 3.778e-08, eta: 8:12:28, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0266, loss_cls: 0.1270, acc: 95.1838, loss_bbox: 0.1781, loss_mask: 0.1927, loss: 0.5406 +2022-09-23 05:47:41,058 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 05:47:41,062 - mmdet - INFO - Epoch [31][5100/7330] lr: 3.778e-08, eta: 8:11:50, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0262, loss_cls: 0.1268, acc: 95.1738, loss_bbox: 0.1793, loss_mask: 0.1936, loss: 0.5412 +2022-09-23 05:48:17,816 - mmdet - INFO - Epoch [31][5150/7330] lr: 3.778e-08, eta: 8:11:12, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0277, loss_cls: 0.1340, acc: 94.8745, loss_bbox: 0.1884, loss_mask: 0.1985, loss: 0.5647 +2022-09-23 05:48:55,080 - mmdet - INFO - Epoch [31][5200/7330] lr: 3.778e-08, eta: 8:10:33, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0294, loss_cls: 0.1369, acc: 94.7632, loss_bbox: 0.1916, loss_mask: 0.1969, loss: 0.5735 +2022-09-23 05:49:32,690 - mmdet - INFO - Epoch [31][5250/7330] lr: 3.778e-08, eta: 8:09:55, time: 0.751, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0312, loss_cls: 0.1425, acc: 94.5952, loss_bbox: 0.1945, loss_mask: 0.2022, loss: 0.5900 +2022-09-23 05:50:09,829 - mmdet - INFO - Epoch [31][5300/7330] lr: 3.778e-08, eta: 8:09:17, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0273, loss_cls: 0.1282, acc: 95.1179, loss_bbox: 0.1800, loss_mask: 0.1963, loss: 0.5493 +2022-09-23 05:50:46,789 - mmdet - INFO - Epoch [31][5350/7330] lr: 3.778e-08, eta: 8:08:39, time: 0.739, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0285, loss_cls: 0.1340, acc: 94.9929, loss_bbox: 0.1830, loss_mask: 0.1912, loss: 0.5538 +2022-09-23 05:51:23,762 - mmdet - INFO - Epoch [31][5400/7330] lr: 3.778e-08, eta: 8:08:00, time: 0.740, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0261, loss_cls: 0.1315, acc: 95.0217, loss_bbox: 0.1840, loss_mask: 0.1930, loss: 0.5495 +2022-09-23 05:52:00,560 - mmdet - INFO - Epoch [31][5450/7330] lr: 3.778e-08, eta: 8:07:22, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0280, loss_cls: 0.1387, acc: 94.8250, loss_bbox: 0.1892, loss_mask: 0.1944, loss: 0.5673 +2022-09-23 05:52:37,630 - mmdet - INFO - Epoch [31][5500/7330] lr: 3.778e-08, eta: 8:06:43, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0263, loss_cls: 0.1311, acc: 95.0322, loss_bbox: 0.1830, loss_mask: 0.1916, loss: 0.5468 +2022-09-23 05:53:13,614 - mmdet - INFO - Epoch [31][5550/7330] lr: 3.778e-08, eta: 8:06:05, time: 0.719, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0271, loss_cls: 0.1326, acc: 95.0288, loss_bbox: 0.1811, loss_mask: 0.1936, loss: 0.5507 +2022-09-23 05:53:50,374 - mmdet - INFO - Epoch [31][5600/7330] lr: 3.778e-08, eta: 8:05:26, time: 0.735, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0275, loss_cls: 0.1349, acc: 94.7778, loss_bbox: 0.1834, loss_mask: 0.1923, loss: 0.5537 +2022-09-23 05:54:28,071 - mmdet - INFO - Epoch [31][5650/7330] lr: 3.778e-08, eta: 8:04:48, time: 0.754, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0289, loss_cls: 0.1359, acc: 94.8196, loss_bbox: 0.1904, loss_mask: 0.1957, loss: 0.5679 +2022-09-23 05:55:04,578 - mmdet - INFO - Epoch [31][5700/7330] lr: 3.778e-08, eta: 8:04:10, time: 0.731, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0265, loss_cls: 0.1235, acc: 95.3225, loss_bbox: 0.1714, loss_mask: 0.1852, loss: 0.5234 +2022-09-23 05:55:41,918 - mmdet - INFO - Epoch [31][5750/7330] lr: 3.778e-08, eta: 8:03:32, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0282, loss_cls: 0.1361, acc: 94.8103, loss_bbox: 0.1905, loss_mask: 0.1957, loss: 0.5668 +2022-09-23 05:56:19,425 - mmdet - INFO - Epoch [31][5800/7330] lr: 3.778e-08, eta: 8:02:53, time: 0.750, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0282, loss_cls: 0.1314, acc: 95.0664, loss_bbox: 0.1835, loss_mask: 0.1978, loss: 0.5584 +2022-09-23 05:56:56,117 - mmdet - INFO - Epoch [31][5850/7330] lr: 3.778e-08, eta: 8:02:15, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0279, loss_cls: 0.1309, acc: 94.9854, loss_bbox: 0.1844, loss_mask: 0.1977, loss: 0.5576 +2022-09-23 05:57:33,985 - mmdet - INFO - Epoch [31][5900/7330] lr: 3.778e-08, eta: 8:01:37, time: 0.757, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0287, loss_cls: 0.1393, acc: 94.7397, loss_bbox: 0.1916, loss_mask: 0.1975, loss: 0.5734 +2022-09-23 05:58:11,266 - mmdet - INFO - Epoch [31][5950/7330] lr: 3.778e-08, eta: 8:00:59, time: 0.746, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0279, loss_cls: 0.1302, acc: 95.0557, loss_bbox: 0.1831, loss_mask: 0.1946, loss: 0.5515 +2022-09-23 05:58:48,540 - mmdet - INFO - Epoch [31][6000/7330] lr: 3.778e-08, eta: 8:00:21, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0281, loss_cls: 0.1339, acc: 94.7783, loss_bbox: 0.1858, loss_mask: 0.1964, loss: 0.5616 +2022-09-23 05:59:25,532 - mmdet - INFO - Epoch [31][6050/7330] lr: 3.778e-08, eta: 7:59:42, time: 0.740, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0290, loss_cls: 0.1288, acc: 95.1360, loss_bbox: 0.1807, loss_mask: 0.1905, loss: 0.5462 +2022-09-23 06:00:06,744 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 06:00:06,784 - mmdet - INFO - Epoch [31][6100/7330] lr: 3.778e-08, eta: 7:59:06, time: 0.824, data_time: 0.025, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0254, loss_cls: 0.1300, acc: 95.0657, loss_bbox: 0.1804, loss_mask: 0.1981, loss: 0.5500 +2022-09-23 06:00:43,720 - mmdet - INFO - Epoch [31][6150/7330] lr: 3.778e-08, eta: 7:58:27, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0305, loss_cls: 0.1403, acc: 94.7363, loss_bbox: 0.1927, loss_mask: 0.1968, loss: 0.5782 +2022-09-23 06:01:21,015 - mmdet - INFO - Epoch [31][6200/7330] lr: 3.778e-08, eta: 7:57:49, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0281, loss_cls: 0.1333, acc: 94.8926, loss_bbox: 0.1857, loss_mask: 0.1954, loss: 0.5605 +2022-09-23 06:01:57,991 - mmdet - INFO - Epoch [31][6250/7330] lr: 3.778e-08, eta: 7:57:11, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0266, loss_cls: 0.1294, acc: 95.0896, loss_bbox: 0.1794, loss_mask: 0.1961, loss: 0.5476 +2022-09-23 06:02:35,277 - mmdet - INFO - Epoch [31][6300/7330] lr: 3.778e-08, eta: 7:56:33, time: 0.746, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0273, loss_cls: 0.1270, acc: 95.2095, loss_bbox: 0.1741, loss_mask: 0.1896, loss: 0.5349 +2022-09-23 06:03:12,064 - mmdet - INFO - Epoch [31][6350/7330] lr: 3.778e-08, eta: 7:55:54, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0266, loss_cls: 0.1307, acc: 95.0605, loss_bbox: 0.1845, loss_mask: 0.1951, loss: 0.5531 +2022-09-23 06:03:48,399 - mmdet - INFO - Epoch [31][6400/7330] lr: 3.778e-08, eta: 7:55:16, time: 0.727, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0264, loss_cls: 0.1248, acc: 95.2559, loss_bbox: 0.1773, loss_mask: 0.1934, loss: 0.5377 +2022-09-23 06:04:24,687 - mmdet - INFO - Epoch [31][6450/7330] lr: 3.778e-08, eta: 7:54:37, time: 0.726, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0264, loss_cls: 0.1265, acc: 95.2339, loss_bbox: 0.1760, loss_mask: 0.1883, loss: 0.5324 +2022-09-23 06:05:01,302 - mmdet - INFO - Epoch [31][6500/7330] lr: 3.778e-08, eta: 7:53:58, time: 0.732, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0277, loss_cls: 0.1348, acc: 94.9268, loss_bbox: 0.1896, loss_mask: 0.1954, loss: 0.5657 +2022-09-23 06:05:38,944 - mmdet - INFO - Epoch [31][6550/7330] lr: 3.778e-08, eta: 7:53:20, time: 0.753, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0274, loss_cls: 0.1313, acc: 94.9653, loss_bbox: 0.1842, loss_mask: 0.1959, loss: 0.5547 +2022-09-23 06:06:15,891 - mmdet - INFO - Epoch [31][6600/7330] lr: 3.778e-08, eta: 7:52:42, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0260, loss_cls: 0.1237, acc: 95.2688, loss_bbox: 0.1779, loss_mask: 0.1915, loss: 0.5345 +2022-09-23 06:06:53,106 - mmdet - INFO - Epoch [31][6650/7330] lr: 3.778e-08, eta: 7:52:04, time: 0.744, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0276, loss_cls: 0.1320, acc: 94.9536, loss_bbox: 0.1831, loss_mask: 0.1928, loss: 0.5521 +2022-09-23 06:07:30,523 - mmdet - INFO - Epoch [31][6700/7330] lr: 3.778e-08, eta: 7:51:26, time: 0.748, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0286, loss_cls: 0.1357, acc: 94.8306, loss_bbox: 0.1900, loss_mask: 0.1977, loss: 0.5696 +2022-09-23 06:08:07,204 - mmdet - INFO - Epoch [31][6750/7330] lr: 3.778e-08, eta: 7:50:47, time: 0.734, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0252, loss_cls: 0.1267, acc: 95.2034, loss_bbox: 0.1794, loss_mask: 0.1913, loss: 0.5372 +2022-09-23 06:08:43,902 - mmdet - INFO - Epoch [31][6800/7330] lr: 3.778e-08, eta: 7:50:09, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0281, loss_cls: 0.1322, acc: 94.9167, loss_bbox: 0.1813, loss_mask: 0.1933, loss: 0.5514 +2022-09-23 06:09:20,897 - mmdet - INFO - Epoch [31][6850/7330] lr: 3.778e-08, eta: 7:49:31, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0270, loss_cls: 0.1341, acc: 94.9268, loss_bbox: 0.1809, loss_mask: 0.1966, loss: 0.5553 +2022-09-23 06:09:57,985 - mmdet - INFO - Epoch [31][6900/7330] lr: 3.778e-08, eta: 7:48:52, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0281, loss_cls: 0.1393, acc: 94.7886, loss_bbox: 0.1901, loss_mask: 0.1952, loss: 0.5719 +2022-09-23 06:10:35,234 - mmdet - INFO - Epoch [31][6950/7330] lr: 3.778e-08, eta: 7:48:14, time: 0.745, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0259, loss_cls: 0.1235, acc: 95.3040, loss_bbox: 0.1723, loss_mask: 0.1882, loss: 0.5252 +2022-09-23 06:11:12,240 - mmdet - INFO - Epoch [31][7000/7330] lr: 3.778e-08, eta: 7:47:36, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0269, loss_cls: 0.1326, acc: 94.9912, loss_bbox: 0.1838, loss_mask: 0.1917, loss: 0.5519 +2022-09-23 06:11:49,002 - mmdet - INFO - Epoch [31][7050/7330] lr: 3.778e-08, eta: 7:46:57, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0283, loss_cls: 0.1312, acc: 95.0415, loss_bbox: 0.1805, loss_mask: 0.1893, loss: 0.5468 +2022-09-23 06:12:26,541 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 06:12:26,562 - mmdet - INFO - Epoch [31][7100/7330] lr: 3.778e-08, eta: 7:46:19, time: 0.751, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0274, loss_cls: 0.1314, acc: 94.9512, loss_bbox: 0.1828, loss_mask: 0.1960, loss: 0.5532 +2022-09-23 06:13:04,547 - mmdet - INFO - Epoch [31][7150/7330] lr: 3.778e-08, eta: 7:45:41, time: 0.760, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0287, loss_cls: 0.1339, acc: 95.0142, loss_bbox: 0.1830, loss_mask: 0.1925, loss: 0.5562 +2022-09-23 06:13:41,645 - mmdet - INFO - Epoch [31][7200/7330] lr: 3.778e-08, eta: 7:45:03, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0273, loss_cls: 0.1308, acc: 95.0835, loss_bbox: 0.1822, loss_mask: 0.1926, loss: 0.5489 +2022-09-23 06:14:18,976 - mmdet - INFO - Epoch [31][7250/7330] lr: 3.778e-08, eta: 7:44:25, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0258, loss_cls: 0.1257, acc: 95.3357, loss_bbox: 0.1753, loss_mask: 0.1896, loss: 0.5337 +2022-09-23 06:14:55,896 - mmdet - INFO - Epoch [31][7300/7330] lr: 3.778e-08, eta: 7:43:47, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0288, loss_cls: 0.1354, acc: 94.8059, loss_bbox: 0.1851, loss_mask: 0.1965, loss: 0.5623 +2022-09-23 06:15:27,867 - mmdet - INFO - Saving checkpoint at 31 epochs +2022-09-23 06:18:20,364 - mmdet - INFO - Evaluating bbox... +2022-09-23 06:18:45,299 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.519 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.736 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.563 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.356 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.559 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.671 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.631 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.631 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.631 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.472 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.669 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.777 + +2022-09-23 06:18:45,299 - mmdet - INFO - Evaluating segm... +2022-09-23 06:19:11,884 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.460 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.705 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.497 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.267 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.494 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.654 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.566 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.566 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.566 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.401 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.607 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.729 + +2022-09-23 06:19:12,366 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 06:19:12,367 - mmdet - INFO - Epoch(val) [31][625] bbox_mAP: 0.5190, bbox_mAP_50: 0.7360, bbox_mAP_75: 0.5630, bbox_mAP_s: 0.3560, bbox_mAP_m: 0.5590, bbox_mAP_l: 0.6710, bbox_mAP_copypaste: 0.519 0.736 0.563 0.356 0.559 0.671, segm_mAP: 0.4600, segm_mAP_50: 0.7050, segm_mAP_75: 0.4970, segm_mAP_s: 0.2670, segm_mAP_m: 0.4940, segm_mAP_l: 0.6540, segm_mAP_copypaste: 0.460 0.705 0.497 0.267 0.494 0.654 +2022-09-23 06:22:15,096 - mmdet - INFO - Epoch [32][50/7330] lr: 3.778e-08, eta: 7:43:33, time: 3.654, data_time: 2.909, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0260, loss_cls: 0.1246, acc: 95.2292, loss_bbox: 0.1748, loss_mask: 0.1903, loss: 0.5312 +2022-09-23 06:22:53,196 - mmdet - INFO - Epoch [32][100/7330] lr: 3.778e-08, eta: 7:42:55, time: 0.762, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0296, loss_cls: 0.1333, acc: 94.9163, loss_bbox: 0.1857, loss_mask: 0.1948, loss: 0.5611 +2022-09-23 06:23:30,766 - mmdet - INFO - Epoch [32][150/7330] lr: 3.778e-08, eta: 7:42:17, time: 0.751, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0192, loss_rpn_bbox: 0.0297, loss_cls: 0.1369, acc: 94.7974, loss_bbox: 0.1889, loss_mask: 0.1979, loss: 0.5727 +2022-09-23 06:24:07,926 - mmdet - INFO - Epoch [32][200/7330] lr: 3.778e-08, eta: 7:41:38, time: 0.744, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0271, loss_cls: 0.1293, acc: 95.1013, loss_bbox: 0.1797, loss_mask: 0.1898, loss: 0.5421 +2022-09-23 06:24:45,002 - mmdet - INFO - Epoch [32][250/7330] lr: 3.778e-08, eta: 7:41:00, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0265, loss_cls: 0.1232, acc: 95.2676, loss_bbox: 0.1726, loss_mask: 0.1954, loss: 0.5334 +2022-09-23 06:25:21,580 - mmdet - INFO - Epoch [32][300/7330] lr: 3.778e-08, eta: 7:40:21, time: 0.732, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0270, loss_cls: 0.1288, acc: 95.0928, loss_bbox: 0.1825, loss_mask: 0.1925, loss: 0.5464 +2022-09-23 06:25:59,117 - mmdet - INFO - Epoch [32][350/7330] lr: 3.778e-08, eta: 7:39:43, time: 0.750, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0279, loss_cls: 0.1314, acc: 94.9097, loss_bbox: 0.1864, loss_mask: 0.1937, loss: 0.5559 +2022-09-23 06:26:37,244 - mmdet - INFO - Epoch [32][400/7330] lr: 3.778e-08, eta: 7:39:05, time: 0.764, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0282, loss_cls: 0.1306, acc: 95.0974, loss_bbox: 0.1825, loss_mask: 0.1987, loss: 0.5572 +2022-09-23 06:27:14,434 - mmdet - INFO - Epoch [32][450/7330] lr: 3.778e-08, eta: 7:38:27, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0267, loss_cls: 0.1292, acc: 95.0347, loss_bbox: 0.1784, loss_mask: 0.1942, loss: 0.5444 +2022-09-23 06:27:51,712 - mmdet - INFO - Epoch [32][500/7330] lr: 3.778e-08, eta: 7:37:49, time: 0.746, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0279, loss_cls: 0.1321, acc: 94.9968, loss_bbox: 0.1839, loss_mask: 0.1940, loss: 0.5548 +2022-09-23 06:28:28,946 - mmdet - INFO - Epoch [32][550/7330] lr: 3.778e-08, eta: 7:37:11, time: 0.745, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0272, loss_cls: 0.1306, acc: 95.0059, loss_bbox: 0.1787, loss_mask: 0.1951, loss: 0.5481 +2022-09-23 06:29:06,682 - mmdet - INFO - Epoch [32][600/7330] lr: 3.778e-08, eta: 7:36:32, time: 0.754, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0260, loss_cls: 0.1321, acc: 94.9648, loss_bbox: 0.1807, loss_mask: 0.1940, loss: 0.5473 +2022-09-23 06:29:44,026 - mmdet - INFO - Epoch [32][650/7330] lr: 3.778e-08, eta: 7:35:54, time: 0.748, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0276, loss_cls: 0.1330, acc: 94.9224, loss_bbox: 0.1832, loss_mask: 0.1946, loss: 0.5542 +2022-09-23 06:30:20,523 - mmdet - INFO - Epoch [32][700/7330] lr: 3.778e-08, eta: 7:35:16, time: 0.730, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0259, loss_cls: 0.1288, acc: 95.1833, loss_bbox: 0.1798, loss_mask: 0.1917, loss: 0.5422 +2022-09-23 06:30:57,613 - mmdet - INFO - Epoch [32][750/7330] lr: 3.778e-08, eta: 7:34:37, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0263, loss_cls: 0.1304, acc: 95.0742, loss_bbox: 0.1816, loss_mask: 0.1933, loss: 0.5463 +2022-09-23 06:31:34,774 - mmdet - INFO - Epoch [32][800/7330] lr: 3.778e-08, eta: 7:33:59, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0291, loss_cls: 0.1379, acc: 94.7019, loss_bbox: 0.1912, loss_mask: 0.1990, loss: 0.5755 +2022-09-23 06:32:11,951 - mmdet - INFO - Epoch [32][850/7330] lr: 3.778e-08, eta: 7:33:21, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0269, loss_cls: 0.1308, acc: 95.0613, loss_bbox: 0.1835, loss_mask: 0.2020, loss: 0.5603 +2022-09-23 06:32:49,697 - mmdet - INFO - Epoch [32][900/7330] lr: 3.778e-08, eta: 7:32:43, time: 0.755, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0267, loss_cls: 0.1285, acc: 95.1375, loss_bbox: 0.1792, loss_mask: 0.1947, loss: 0.5448 +2022-09-23 06:33:27,111 - mmdet - INFO - Epoch [32][950/7330] lr: 3.778e-08, eta: 7:32:04, time: 0.748, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0262, loss_cls: 0.1306, acc: 95.0793, loss_bbox: 0.1788, loss_mask: 0.1965, loss: 0.5498 +2022-09-23 06:34:04,221 - mmdet - INFO - Epoch [32][1000/7330] lr: 3.778e-08, eta: 7:31:26, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0270, loss_cls: 0.1257, acc: 95.0488, loss_bbox: 0.1806, loss_mask: 0.1892, loss: 0.5381 +2022-09-23 06:34:41,833 - mmdet - INFO - Epoch [32][1050/7330] lr: 3.778e-08, eta: 7:30:48, time: 0.751, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0274, loss_cls: 0.1264, acc: 95.1985, loss_bbox: 0.1793, loss_mask: 0.1898, loss: 0.5397 +2022-09-23 06:35:19,048 - mmdet - INFO - Epoch [32][1100/7330] lr: 3.778e-08, eta: 7:30:10, time: 0.745, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0274, loss_cls: 0.1341, acc: 94.8767, loss_bbox: 0.1823, loss_mask: 0.1940, loss: 0.5540 +2022-09-23 06:35:56,165 - mmdet - INFO - Epoch [32][1150/7330] lr: 3.778e-08, eta: 7:29:31, time: 0.742, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0276, loss_cls: 0.1341, acc: 94.9424, loss_bbox: 0.1876, loss_mask: 0.1978, loss: 0.5643 +2022-09-23 06:36:32,488 - mmdet - INFO - Epoch [32][1200/7330] lr: 3.778e-08, eta: 7:28:53, time: 0.726, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0275, loss_cls: 0.1319, acc: 94.9851, loss_bbox: 0.1829, loss_mask: 0.1962, loss: 0.5566 +2022-09-23 06:37:09,807 - mmdet - INFO - Epoch [32][1250/7330] lr: 3.778e-08, eta: 7:28:15, time: 0.747, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0280, loss_cls: 0.1281, acc: 95.2351, loss_bbox: 0.1787, loss_mask: 0.1891, loss: 0.5398 +2022-09-23 06:37:47,209 - mmdet - INFO - Epoch [32][1300/7330] lr: 3.778e-08, eta: 7:27:36, time: 0.748, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0311, loss_cls: 0.1391, acc: 94.7605, loss_bbox: 0.1948, loss_mask: 0.1995, loss: 0.5823 +2022-09-23 06:38:24,486 - mmdet - INFO - Epoch [32][1350/7330] lr: 3.778e-08, eta: 7:26:58, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0291, loss_cls: 0.1333, acc: 94.9111, loss_bbox: 0.1879, loss_mask: 0.1998, loss: 0.5682 +2022-09-23 06:39:01,707 - mmdet - INFO - Epoch [32][1400/7330] lr: 3.778e-08, eta: 7:26:20, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0276, loss_cls: 0.1309, acc: 94.9775, loss_bbox: 0.1847, loss_mask: 0.1955, loss: 0.5569 +2022-09-23 06:39:38,155 - mmdet - INFO - Epoch [32][1450/7330] lr: 3.778e-08, eta: 7:25:41, time: 0.729, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0276, loss_cls: 0.1305, acc: 95.0342, loss_bbox: 0.1799, loss_mask: 0.1943, loss: 0.5501 +2022-09-23 06:40:15,000 - mmdet - INFO - Epoch [32][1500/7330] lr: 3.778e-08, eta: 7:25:03, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0273, loss_cls: 0.1283, acc: 95.1694, loss_bbox: 0.1749, loss_mask: 0.1946, loss: 0.5433 +2022-09-23 06:40:52,056 - mmdet - INFO - Epoch [32][1550/7330] lr: 3.778e-08, eta: 7:24:25, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0267, loss_cls: 0.1316, acc: 95.0137, loss_bbox: 0.1797, loss_mask: 0.1909, loss: 0.5450 +2022-09-23 06:41:29,179 - mmdet - INFO - Epoch [32][1600/7330] lr: 3.778e-08, eta: 7:23:46, time: 0.743, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0267, loss_cls: 0.1283, acc: 95.1079, loss_bbox: 0.1777, loss_mask: 0.1900, loss: 0.5388 +2022-09-23 06:42:06,399 - mmdet - INFO - Epoch [32][1650/7330] lr: 3.778e-08, eta: 7:23:08, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0270, loss_cls: 0.1297, acc: 95.0833, loss_bbox: 0.1856, loss_mask: 0.1966, loss: 0.5573 +2022-09-23 06:42:42,962 - mmdet - INFO - Epoch [32][1700/7330] lr: 3.778e-08, eta: 7:22:30, time: 0.731, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0282, loss_cls: 0.1318, acc: 94.9841, loss_bbox: 0.1842, loss_mask: 0.1958, loss: 0.5559 +2022-09-23 06:43:20,948 - mmdet - INFO - Epoch [32][1750/7330] lr: 3.778e-08, eta: 7:21:52, time: 0.760, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0273, loss_cls: 0.1295, acc: 95.0815, loss_bbox: 0.1838, loss_mask: 0.1964, loss: 0.5526 +2022-09-23 06:43:58,075 - mmdet - INFO - Epoch [32][1800/7330] lr: 3.778e-08, eta: 7:21:13, time: 0.743, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0270, loss_cls: 0.1279, acc: 95.1299, loss_bbox: 0.1799, loss_mask: 0.1949, loss: 0.5454 +2022-09-23 06:44:35,132 - mmdet - INFO - Epoch [32][1850/7330] lr: 3.778e-08, eta: 7:20:35, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0279, loss_cls: 0.1344, acc: 94.8542, loss_bbox: 0.1853, loss_mask: 0.1894, loss: 0.5534 +2022-09-23 06:45:11,986 - mmdet - INFO - Epoch [32][1900/7330] lr: 3.778e-08, eta: 7:19:57, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0289, loss_cls: 0.1375, acc: 94.8235, loss_bbox: 0.1865, loss_mask: 0.2009, loss: 0.5722 +2022-09-23 06:45:49,435 - mmdet - INFO - Epoch [32][1950/7330] lr: 3.778e-08, eta: 7:19:18, time: 0.749, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0250, loss_cls: 0.1258, acc: 95.2278, loss_bbox: 0.1729, loss_mask: 0.1931, loss: 0.5313 +2022-09-23 06:46:26,289 - mmdet - INFO - Epoch [32][2000/7330] lr: 3.778e-08, eta: 7:18:40, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0276, loss_cls: 0.1352, acc: 94.8508, loss_bbox: 0.1891, loss_mask: 0.1948, loss: 0.5632 +2022-09-23 06:47:03,317 - mmdet - INFO - Epoch [32][2050/7330] lr: 3.778e-08, eta: 7:18:02, time: 0.741, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0279, loss_cls: 0.1306, acc: 95.1025, loss_bbox: 0.1792, loss_mask: 0.1961, loss: 0.5513 +2022-09-23 06:47:40,280 - mmdet - INFO - Epoch [32][2100/7330] lr: 3.778e-08, eta: 7:17:23, time: 0.739, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0259, loss_cls: 0.1321, acc: 94.9856, loss_bbox: 0.1795, loss_mask: 0.1916, loss: 0.5446 +2022-09-23 06:48:17,493 - mmdet - INFO - Epoch [32][2150/7330] lr: 3.778e-08, eta: 7:16:45, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0286, loss_cls: 0.1356, acc: 94.9070, loss_bbox: 0.1861, loss_mask: 0.1935, loss: 0.5616 +2022-09-23 06:48:54,286 - mmdet - INFO - Epoch [32][2200/7330] lr: 3.778e-08, eta: 7:16:07, time: 0.736, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0293, loss_cls: 0.1288, acc: 95.1096, loss_bbox: 0.1804, loss_mask: 0.1946, loss: 0.5507 +2022-09-23 06:49:31,243 - mmdet - INFO - Epoch [32][2250/7330] lr: 3.778e-08, eta: 7:15:28, time: 0.739, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0272, loss_cls: 0.1323, acc: 94.9492, loss_bbox: 0.1828, loss_mask: 0.1926, loss: 0.5518 +2022-09-23 06:50:08,898 - mmdet - INFO - Epoch [32][2300/7330] lr: 3.778e-08, eta: 7:14:50, time: 0.751, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0274, loss_cls: 0.1332, acc: 94.9521, loss_bbox: 0.1845, loss_mask: 0.1983, loss: 0.5605 +2022-09-23 06:50:45,517 - mmdet - INFO - Epoch [32][2350/7330] lr: 3.778e-08, eta: 7:14:12, time: 0.735, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0279, loss_cls: 0.1289, acc: 95.0498, loss_bbox: 0.1799, loss_mask: 0.1905, loss: 0.5439 +2022-09-23 06:51:22,428 - mmdet - INFO - Epoch [32][2400/7330] lr: 3.778e-08, eta: 7:13:33, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0258, loss_cls: 0.1235, acc: 95.2927, loss_bbox: 0.1779, loss_mask: 0.1911, loss: 0.5328 +2022-09-23 06:51:59,247 - mmdet - INFO - Epoch [32][2450/7330] lr: 3.778e-08, eta: 7:12:55, time: 0.736, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0240, loss_cls: 0.1220, acc: 95.3691, loss_bbox: 0.1709, loss_mask: 0.1910, loss: 0.5235 +2022-09-23 06:52:35,826 - mmdet - INFO - Epoch [32][2500/7330] lr: 3.778e-08, eta: 7:12:17, time: 0.732, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0261, loss_cls: 0.1250, acc: 95.2876, loss_bbox: 0.1769, loss_mask: 0.1944, loss: 0.5379 +2022-09-23 06:53:13,213 - mmdet - INFO - Epoch [32][2550/7330] lr: 3.778e-08, eta: 7:11:38, time: 0.748, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0306, loss_cls: 0.1361, acc: 94.8586, loss_bbox: 0.1875, loss_mask: 0.1935, loss: 0.5663 +2022-09-23 06:53:50,628 - mmdet - INFO - Epoch [32][2600/7330] lr: 3.778e-08, eta: 7:11:00, time: 0.748, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0279, loss_cls: 0.1310, acc: 95.0588, loss_bbox: 0.1844, loss_mask: 0.1927, loss: 0.5531 +2022-09-23 06:54:27,744 - mmdet - INFO - Epoch [32][2650/7330] lr: 3.778e-08, eta: 7:10:22, time: 0.742, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0283, loss_cls: 0.1357, acc: 94.7937, loss_bbox: 0.1862, loss_mask: 0.1945, loss: 0.5613 +2022-09-23 06:55:05,076 - mmdet - INFO - Epoch [32][2700/7330] lr: 3.778e-08, eta: 7:09:44, time: 0.746, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0292, loss_cls: 0.1352, acc: 94.8904, loss_bbox: 0.1863, loss_mask: 0.1982, loss: 0.5655 +2022-09-23 06:55:42,057 - mmdet - INFO - Epoch [32][2750/7330] lr: 3.778e-08, eta: 7:09:05, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0268, loss_cls: 0.1318, acc: 94.9570, loss_bbox: 0.1834, loss_mask: 0.1953, loss: 0.5554 +2022-09-23 06:56:19,612 - mmdet - INFO - Epoch [32][2800/7330] lr: 3.778e-08, eta: 7:08:27, time: 0.751, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0278, loss_cls: 0.1286, acc: 95.1223, loss_bbox: 0.1778, loss_mask: 0.1891, loss: 0.5383 +2022-09-23 06:56:57,275 - mmdet - INFO - Epoch [32][2850/7330] lr: 3.778e-08, eta: 7:07:49, time: 0.752, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0288, loss_cls: 0.1367, acc: 94.7927, loss_bbox: 0.1895, loss_mask: 0.1972, loss: 0.5685 +2022-09-23 06:57:34,263 - mmdet - INFO - Epoch [32][2900/7330] lr: 3.778e-08, eta: 7:07:11, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0261, loss_cls: 0.1264, acc: 95.2979, loss_bbox: 0.1729, loss_mask: 0.1911, loss: 0.5324 +2022-09-23 06:58:11,729 - mmdet - INFO - Epoch [32][2950/7330] lr: 3.778e-08, eta: 7:06:33, time: 0.749, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0262, loss_cls: 0.1324, acc: 94.9099, loss_bbox: 0.1840, loss_mask: 0.1974, loss: 0.5562 +2022-09-23 06:58:48,909 - mmdet - INFO - Epoch [32][3000/7330] lr: 3.778e-08, eta: 7:05:55, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0291, loss_cls: 0.1338, acc: 94.8496, loss_bbox: 0.1834, loss_mask: 0.1931, loss: 0.5565 +2022-09-23 06:59:25,964 - mmdet - INFO - Epoch [32][3050/7330] lr: 3.778e-08, eta: 7:05:16, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0290, loss_cls: 0.1361, acc: 94.8845, loss_bbox: 0.1867, loss_mask: 0.1971, loss: 0.5662 +2022-09-23 07:00:02,322 - mmdet - INFO - Epoch [32][3100/7330] lr: 3.778e-08, eta: 7:04:38, time: 0.727, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0275, loss_cls: 0.1277, acc: 95.1035, loss_bbox: 0.1789, loss_mask: 0.1871, loss: 0.5368 +2022-09-23 07:00:38,798 - mmdet - INFO - Epoch [32][3150/7330] lr: 3.778e-08, eta: 7:03:59, time: 0.729, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0255, loss_cls: 0.1246, acc: 95.2517, loss_bbox: 0.1738, loss_mask: 0.1878, loss: 0.5284 +2022-09-23 07:01:15,886 - mmdet - INFO - Epoch [32][3200/7330] lr: 3.778e-08, eta: 7:03:21, time: 0.742, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0267, loss_cls: 0.1292, acc: 95.0923, loss_bbox: 0.1817, loss_mask: 0.1941, loss: 0.5465 +2022-09-23 07:01:51,746 - mmdet - INFO - Epoch [32][3250/7330] lr: 3.778e-08, eta: 7:02:42, time: 0.717, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0264, loss_cls: 0.1268, acc: 95.2529, loss_bbox: 0.1759, loss_mask: 0.1888, loss: 0.5351 +2022-09-23 07:02:29,045 - mmdet - INFO - Epoch [32][3300/7330] lr: 3.778e-08, eta: 7:02:04, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0266, loss_cls: 0.1244, acc: 95.3083, loss_bbox: 0.1733, loss_mask: 0.1887, loss: 0.5286 +2022-09-23 07:03:05,433 - mmdet - INFO - Epoch [32][3350/7330] lr: 3.778e-08, eta: 7:01:26, time: 0.728, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0279, loss_cls: 0.1340, acc: 94.9080, loss_bbox: 0.1868, loss_mask: 0.2005, loss: 0.5664 +2022-09-23 07:03:42,162 - mmdet - INFO - Epoch [32][3400/7330] lr: 3.778e-08, eta: 7:00:47, time: 0.735, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0279, loss_cls: 0.1370, acc: 94.8640, loss_bbox: 0.1837, loss_mask: 0.1950, loss: 0.5603 +2022-09-23 07:04:19,335 - mmdet - INFO - Epoch [32][3450/7330] lr: 3.778e-08, eta: 7:00:09, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0274, loss_cls: 0.1304, acc: 95.0369, loss_bbox: 0.1806, loss_mask: 0.1926, loss: 0.5484 +2022-09-23 07:04:56,388 - mmdet - INFO - Epoch [32][3500/7330] lr: 3.778e-08, eta: 6:59:31, time: 0.741, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0272, loss_cls: 0.1295, acc: 95.0627, loss_bbox: 0.1813, loss_mask: 0.1908, loss: 0.5441 +2022-09-23 07:05:33,013 - mmdet - INFO - Epoch [32][3550/7330] lr: 3.778e-08, eta: 6:58:52, time: 0.733, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0276, loss_cls: 0.1323, acc: 94.9172, loss_bbox: 0.1816, loss_mask: 0.1921, loss: 0.5511 +2022-09-23 07:06:10,207 - mmdet - INFO - Epoch [32][3600/7330] lr: 3.778e-08, eta: 6:58:14, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0263, loss_cls: 0.1291, acc: 95.0962, loss_bbox: 0.1774, loss_mask: 0.1922, loss: 0.5415 +2022-09-23 07:06:47,622 - mmdet - INFO - Epoch [32][3650/7330] lr: 3.778e-08, eta: 6:57:36, time: 0.748, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0274, loss_cls: 0.1355, acc: 94.8223, loss_bbox: 0.1837, loss_mask: 0.1941, loss: 0.5567 +2022-09-23 07:07:25,169 - mmdet - INFO - Epoch [32][3700/7330] lr: 3.778e-08, eta: 6:56:58, time: 0.750, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0256, loss_cls: 0.1286, acc: 95.1150, loss_bbox: 0.1800, loss_mask: 0.1918, loss: 0.5418 +2022-09-23 07:08:02,151 - mmdet - INFO - Epoch [32][3750/7330] lr: 3.778e-08, eta: 6:56:20, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0273, loss_cls: 0.1359, acc: 94.8506, loss_bbox: 0.1903, loss_mask: 0.1966, loss: 0.5658 +2022-09-23 07:08:39,722 - mmdet - INFO - Epoch [32][3800/7330] lr: 3.778e-08, eta: 6:55:41, time: 0.751, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0271, loss_cls: 0.1279, acc: 95.1292, loss_bbox: 0.1798, loss_mask: 0.1947, loss: 0.5475 +2022-09-23 07:09:17,119 - mmdet - INFO - Epoch [32][3850/7330] lr: 3.778e-08, eta: 6:55:03, time: 0.748, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0286, loss_cls: 0.1355, acc: 94.9436, loss_bbox: 0.1893, loss_mask: 0.1978, loss: 0.5693 +2022-09-23 07:09:54,653 - mmdet - INFO - Epoch [32][3900/7330] lr: 3.778e-08, eta: 6:54:25, time: 0.750, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0263, loss_cls: 0.1286, acc: 95.1504, loss_bbox: 0.1781, loss_mask: 0.1954, loss: 0.5444 +2022-09-23 07:10:31,552 - mmdet - INFO - Epoch [32][3950/7330] lr: 3.778e-08, eta: 6:53:47, time: 0.739, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0284, loss_cls: 0.1292, acc: 95.1099, loss_bbox: 0.1761, loss_mask: 0.1929, loss: 0.5426 +2022-09-23 07:11:08,462 - mmdet - INFO - Epoch [32][4000/7330] lr: 3.778e-08, eta: 6:53:09, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0294, loss_cls: 0.1370, acc: 94.8684, loss_bbox: 0.1889, loss_mask: 0.1988, loss: 0.5713 +2022-09-23 07:11:45,316 - mmdet - INFO - Epoch [32][4050/7330] lr: 3.778e-08, eta: 6:52:30, time: 0.737, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0289, loss_cls: 0.1304, acc: 95.0715, loss_bbox: 0.1801, loss_mask: 0.1947, loss: 0.5497 +2022-09-23 07:12:22,863 - mmdet - INFO - Epoch [32][4100/7330] lr: 3.778e-08, eta: 6:51:52, time: 0.751, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0275, loss_cls: 0.1302, acc: 95.0891, loss_bbox: 0.1804, loss_mask: 0.1929, loss: 0.5472 +2022-09-23 07:13:00,027 - mmdet - INFO - Epoch [32][4150/7330] lr: 3.778e-08, eta: 6:51:14, time: 0.743, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0261, loss_cls: 0.1249, acc: 95.2251, loss_bbox: 0.1745, loss_mask: 0.1944, loss: 0.5358 +2022-09-23 07:13:38,248 - mmdet - INFO - Epoch [32][4200/7330] lr: 3.778e-08, eta: 6:50:36, time: 0.764, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0269, loss_cls: 0.1317, acc: 95.0356, loss_bbox: 0.1813, loss_mask: 0.1981, loss: 0.5550 +2022-09-23 07:14:16,155 - mmdet - INFO - Epoch [32][4250/7330] lr: 3.778e-08, eta: 6:49:58, time: 0.758, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0293, loss_cls: 0.1324, acc: 94.9714, loss_bbox: 0.1907, loss_mask: 0.1962, loss: 0.5670 +2022-09-23 07:14:53,592 - mmdet - INFO - Epoch [32][4300/7330] lr: 3.778e-08, eta: 6:49:20, time: 0.749, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0272, loss_cls: 0.1336, acc: 94.9595, loss_bbox: 0.1796, loss_mask: 0.1902, loss: 0.5466 +2022-09-23 07:15:30,262 - mmdet - INFO - Epoch [32][4350/7330] lr: 3.778e-08, eta: 6:48:42, time: 0.733, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0253, loss_cls: 0.1241, acc: 95.3340, loss_bbox: 0.1770, loss_mask: 0.1906, loss: 0.5317 +2022-09-23 07:16:07,520 - mmdet - INFO - Epoch [32][4400/7330] lr: 3.778e-08, eta: 6:48:03, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0276, loss_cls: 0.1383, acc: 94.7319, loss_bbox: 0.1907, loss_mask: 0.1985, loss: 0.5719 +2022-09-23 07:16:44,328 - mmdet - INFO - Epoch [32][4450/7330] lr: 3.778e-08, eta: 6:47:25, time: 0.736, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0280, loss_cls: 0.1318, acc: 95.0242, loss_bbox: 0.1853, loss_mask: 0.1957, loss: 0.5565 +2022-09-23 07:17:22,052 - mmdet - INFO - Epoch [32][4500/7330] lr: 3.778e-08, eta: 6:46:47, time: 0.755, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0267, loss_cls: 0.1286, acc: 95.1423, loss_bbox: 0.1799, loss_mask: 0.1906, loss: 0.5417 +2022-09-23 07:17:59,204 - mmdet - INFO - Epoch [32][4550/7330] lr: 3.778e-08, eta: 6:46:09, time: 0.743, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0275, loss_cls: 0.1273, acc: 95.1326, loss_bbox: 0.1801, loss_mask: 0.1940, loss: 0.5443 +2022-09-23 07:18:36,963 - mmdet - INFO - Epoch [32][4600/7330] lr: 3.778e-08, eta: 6:45:31, time: 0.755, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0290, loss_cls: 0.1350, acc: 94.8652, loss_bbox: 0.1894, loss_mask: 0.1959, loss: 0.5664 +2022-09-23 07:19:13,737 - mmdet - INFO - Epoch [32][4650/7330] lr: 3.778e-08, eta: 6:44:52, time: 0.736, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0272, loss_cls: 0.1282, acc: 95.1379, loss_bbox: 0.1820, loss_mask: 0.1959, loss: 0.5492 +2022-09-23 07:19:50,880 - mmdet - INFO - Epoch [32][4700/7330] lr: 3.778e-08, eta: 6:44:14, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0286, loss_cls: 0.1335, acc: 94.9717, loss_bbox: 0.1835, loss_mask: 0.1886, loss: 0.5503 +2022-09-23 07:20:28,109 - mmdet - INFO - Epoch [32][4750/7330] lr: 3.778e-08, eta: 6:43:36, time: 0.745, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0256, loss_cls: 0.1294, acc: 95.1311, loss_bbox: 0.1777, loss_mask: 0.1910, loss: 0.5389 +2022-09-23 07:21:05,678 - mmdet - INFO - Epoch [32][4800/7330] lr: 3.778e-08, eta: 6:42:58, time: 0.751, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0294, loss_cls: 0.1342, acc: 94.9199, loss_bbox: 0.1867, loss_mask: 0.1984, loss: 0.5664 +2022-09-23 07:21:43,460 - mmdet - INFO - Epoch [32][4850/7330] lr: 3.778e-08, eta: 6:42:20, time: 0.755, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0281, loss_cls: 0.1353, acc: 94.8560, loss_bbox: 0.1834, loss_mask: 0.1886, loss: 0.5536 +2022-09-23 07:22:20,244 - mmdet - INFO - Epoch [32][4900/7330] lr: 3.778e-08, eta: 6:41:42, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0260, loss_cls: 0.1273, acc: 95.2581, loss_bbox: 0.1750, loss_mask: 0.1891, loss: 0.5327 +2022-09-23 07:22:57,271 - mmdet - INFO - Epoch [32][4950/7330] lr: 3.778e-08, eta: 6:41:03, time: 0.741, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0282, loss_cls: 0.1290, acc: 95.1163, loss_bbox: 0.1807, loss_mask: 0.1939, loss: 0.5468 +2022-09-23 07:23:34,605 - mmdet - INFO - Epoch [32][5000/7330] lr: 3.778e-08, eta: 6:40:25, time: 0.747, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0273, loss_cls: 0.1370, acc: 94.8406, loss_bbox: 0.1910, loss_mask: 0.1940, loss: 0.5664 +2022-09-23 07:24:11,605 - mmdet - INFO - Epoch [32][5050/7330] lr: 3.778e-08, eta: 6:39:47, time: 0.740, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0270, loss_cls: 0.1324, acc: 95.0322, loss_bbox: 0.1831, loss_mask: 0.1905, loss: 0.5488 +2022-09-23 07:24:48,035 - mmdet - INFO - Epoch [32][5100/7330] lr: 3.778e-08, eta: 6:39:09, time: 0.729, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0268, loss_cls: 0.1301, acc: 95.1047, loss_bbox: 0.1817, loss_mask: 0.1968, loss: 0.5507 +2022-09-23 07:25:25,397 - mmdet - INFO - Epoch [32][5150/7330] lr: 3.778e-08, eta: 6:38:30, time: 0.747, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0292, loss_cls: 0.1280, acc: 95.0535, loss_bbox: 0.1840, loss_mask: 0.1987, loss: 0.5572 +2022-09-23 07:26:02,814 - mmdet - INFO - Epoch [32][5200/7330] lr: 3.778e-08, eta: 6:37:52, time: 0.748, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0280, loss_cls: 0.1305, acc: 94.9822, loss_bbox: 0.1846, loss_mask: 0.1976, loss: 0.5565 +2022-09-23 07:26:39,796 - mmdet - INFO - Epoch [32][5250/7330] lr: 3.778e-08, eta: 6:37:14, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0268, loss_cls: 0.1299, acc: 95.0808, loss_bbox: 0.1770, loss_mask: 0.1931, loss: 0.5416 +2022-09-23 07:27:17,179 - mmdet - INFO - Epoch [32][5300/7330] lr: 3.778e-08, eta: 6:36:36, time: 0.748, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0264, loss_cls: 0.1277, acc: 95.2129, loss_bbox: 0.1779, loss_mask: 0.1967, loss: 0.5431 +2022-09-23 07:27:54,061 - mmdet - INFO - Epoch [32][5350/7330] lr: 3.778e-08, eta: 6:35:58, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0279, loss_cls: 0.1322, acc: 94.9883, loss_bbox: 0.1822, loss_mask: 0.1957, loss: 0.5545 +2022-09-23 07:28:31,293 - mmdet - INFO - Epoch [32][5400/7330] lr: 3.778e-08, eta: 6:35:19, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0260, loss_cls: 0.1269, acc: 95.1584, loss_bbox: 0.1755, loss_mask: 0.1926, loss: 0.5364 +2022-09-23 07:29:07,493 - mmdet - INFO - Epoch [32][5450/7330] lr: 3.778e-08, eta: 6:34:41, time: 0.724, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0266, loss_cls: 0.1239, acc: 95.2827, loss_bbox: 0.1755, loss_mask: 0.1954, loss: 0.5368 +2022-09-23 07:29:44,726 - mmdet - INFO - Epoch [32][5500/7330] lr: 3.778e-08, eta: 6:34:03, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0263, loss_cls: 0.1327, acc: 94.9019, loss_bbox: 0.1847, loss_mask: 0.1949, loss: 0.5540 +2022-09-23 07:30:20,825 - mmdet - INFO - Epoch [32][5550/7330] lr: 3.778e-08, eta: 6:33:24, time: 0.722, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0268, loss_cls: 0.1273, acc: 95.1455, loss_bbox: 0.1820, loss_mask: 0.1933, loss: 0.5468 +2022-09-23 07:30:58,608 - mmdet - INFO - Epoch [32][5600/7330] lr: 3.778e-08, eta: 6:32:46, time: 0.756, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0276, loss_cls: 0.1329, acc: 94.9241, loss_bbox: 0.1865, loss_mask: 0.1956, loss: 0.5581 +2022-09-23 07:31:34,872 - mmdet - INFO - Epoch [32][5650/7330] lr: 3.778e-08, eta: 6:32:08, time: 0.725, data_time: 0.013, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0264, loss_cls: 0.1294, acc: 95.0730, loss_bbox: 0.1821, loss_mask: 0.1958, loss: 0.5503 +2022-09-23 07:32:11,435 - mmdet - INFO - Epoch [32][5700/7330] lr: 3.778e-08, eta: 6:31:29, time: 0.731, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0262, loss_cls: 0.1273, acc: 95.1282, loss_bbox: 0.1767, loss_mask: 0.1904, loss: 0.5367 +2022-09-23 07:32:48,693 - mmdet - INFO - Epoch [32][5750/7330] lr: 3.778e-08, eta: 6:30:51, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0271, loss_cls: 0.1294, acc: 95.0930, loss_bbox: 0.1812, loss_mask: 0.1916, loss: 0.5450 +2022-09-23 07:33:25,085 - mmdet - INFO - Epoch [32][5800/7330] lr: 3.778e-08, eta: 6:30:13, time: 0.728, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0270, loss_cls: 0.1258, acc: 95.2078, loss_bbox: 0.1795, loss_mask: 0.1913, loss: 0.5390 +2022-09-23 07:34:01,790 - mmdet - INFO - Epoch [32][5850/7330] lr: 3.778e-08, eta: 6:29:34, time: 0.734, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0286, loss_cls: 0.1337, acc: 94.9270, loss_bbox: 0.1818, loss_mask: 0.1982, loss: 0.5595 +2022-09-23 07:34:38,781 - mmdet - INFO - Epoch [32][5900/7330] lr: 3.778e-08, eta: 6:28:56, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0272, loss_cls: 0.1258, acc: 95.2449, loss_bbox: 0.1781, loss_mask: 0.1959, loss: 0.5432 +2022-09-23 07:35:15,532 - mmdet - INFO - Epoch [32][5950/7330] lr: 3.778e-08, eta: 6:28:18, time: 0.736, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0259, loss_cls: 0.1267, acc: 95.1956, loss_bbox: 0.1817, loss_mask: 0.1923, loss: 0.5409 +2022-09-23 07:35:51,832 - mmdet - INFO - Epoch [32][6000/7330] lr: 3.778e-08, eta: 6:27:40, time: 0.726, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0256, loss_cls: 0.1258, acc: 95.2295, loss_bbox: 0.1767, loss_mask: 0.1913, loss: 0.5355 +2022-09-23 07:36:28,551 - mmdet - INFO - Epoch [32][6050/7330] lr: 3.778e-08, eta: 6:27:01, time: 0.734, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0282, loss_cls: 0.1302, acc: 95.0364, loss_bbox: 0.1838, loss_mask: 0.1963, loss: 0.5553 +2022-09-23 07:37:05,211 - mmdet - INFO - Epoch [32][6100/7330] lr: 3.778e-08, eta: 6:26:23, time: 0.733, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0249, loss_cls: 0.1192, acc: 95.4451, loss_bbox: 0.1707, loss_mask: 0.1871, loss: 0.5153 +2022-09-23 07:37:41,895 - mmdet - INFO - Epoch [32][6150/7330] lr: 3.778e-08, eta: 6:25:45, time: 0.734, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0272, loss_cls: 0.1360, acc: 94.8606, loss_bbox: 0.1858, loss_mask: 0.1946, loss: 0.5589 +2022-09-23 07:38:18,389 - mmdet - INFO - Epoch [32][6200/7330] lr: 3.778e-08, eta: 6:25:06, time: 0.730, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0287, loss_cls: 0.1308, acc: 94.9990, loss_bbox: 0.1836, loss_mask: 0.1937, loss: 0.5534 +2022-09-23 07:38:55,374 - mmdet - INFO - Epoch [32][6250/7330] lr: 3.778e-08, eta: 6:24:28, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0268, loss_cls: 0.1308, acc: 95.0515, loss_bbox: 0.1812, loss_mask: 0.1918, loss: 0.5459 +2022-09-23 07:39:32,699 - mmdet - INFO - Epoch [32][6300/7330] lr: 3.778e-08, eta: 6:23:50, time: 0.746, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0286, loss_cls: 0.1354, acc: 94.8921, loss_bbox: 0.1879, loss_mask: 0.1930, loss: 0.5617 +2022-09-23 07:40:09,945 - mmdet - INFO - Epoch [32][6350/7330] lr: 3.778e-08, eta: 6:23:12, time: 0.746, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0273, loss_cls: 0.1307, acc: 95.0466, loss_bbox: 0.1819, loss_mask: 0.1930, loss: 0.5485 +2022-09-23 07:40:46,704 - mmdet - INFO - Epoch [32][6400/7330] lr: 3.778e-08, eta: 6:22:33, time: 0.735, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0265, loss_cls: 0.1260, acc: 95.1907, loss_bbox: 0.1759, loss_mask: 0.1867, loss: 0.5314 +2022-09-23 07:41:23,536 - mmdet - INFO - Epoch [32][6450/7330] lr: 3.778e-08, eta: 6:21:55, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0265, loss_cls: 0.1283, acc: 95.1848, loss_bbox: 0.1770, loss_mask: 0.1855, loss: 0.5328 +2022-09-23 07:42:00,256 - mmdet - INFO - Epoch [32][6500/7330] lr: 3.778e-08, eta: 6:21:17, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0270, loss_cls: 0.1268, acc: 95.1741, loss_bbox: 0.1806, loss_mask: 0.1924, loss: 0.5424 +2022-09-23 07:42:37,395 - mmdet - INFO - Epoch [32][6550/7330] lr: 3.778e-08, eta: 6:20:39, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0284, loss_cls: 0.1352, acc: 94.8828, loss_bbox: 0.1895, loss_mask: 0.1970, loss: 0.5674 +2022-09-23 07:43:13,976 - mmdet - INFO - Epoch [32][6600/7330] lr: 3.778e-08, eta: 6:20:00, time: 0.732, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0258, loss_cls: 0.1280, acc: 95.1155, loss_bbox: 0.1798, loss_mask: 0.1909, loss: 0.5409 +2022-09-23 07:43:50,815 - mmdet - INFO - Epoch [32][6650/7330] lr: 3.778e-08, eta: 6:19:22, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0257, loss_cls: 0.1251, acc: 95.3281, loss_bbox: 0.1718, loss_mask: 0.1890, loss: 0.5279 +2022-09-23 07:44:28,263 - mmdet - INFO - Epoch [32][6700/7330] lr: 3.778e-08, eta: 6:18:44, time: 0.748, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0270, loss_cls: 0.1268, acc: 95.1628, loss_bbox: 0.1779, loss_mask: 0.1908, loss: 0.5383 +2022-09-23 07:45:04,648 - mmdet - INFO - Epoch [32][6750/7330] lr: 3.778e-08, eta: 6:18:06, time: 0.729, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0282, loss_cls: 0.1296, acc: 94.9565, loss_bbox: 0.1837, loss_mask: 0.1950, loss: 0.5525 +2022-09-23 07:45:40,950 - mmdet - INFO - Epoch [32][6800/7330] lr: 3.778e-08, eta: 6:17:27, time: 0.726, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0269, loss_cls: 0.1289, acc: 95.1511, loss_bbox: 0.1777, loss_mask: 0.1885, loss: 0.5372 +2022-09-23 07:46:18,297 - mmdet - INFO - Epoch [32][6850/7330] lr: 3.778e-08, eta: 6:16:49, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0278, loss_cls: 0.1291, acc: 95.1326, loss_bbox: 0.1834, loss_mask: 0.1930, loss: 0.5500 +2022-09-23 07:46:55,360 - mmdet - INFO - Epoch [32][6900/7330] lr: 3.778e-08, eta: 6:16:11, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0276, loss_cls: 0.1323, acc: 95.0657, loss_bbox: 0.1850, loss_mask: 0.1968, loss: 0.5581 +2022-09-23 07:47:32,858 - mmdet - INFO - Epoch [32][6950/7330] lr: 3.778e-08, eta: 6:15:33, time: 0.750, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0287, loss_cls: 0.1314, acc: 95.0232, loss_bbox: 0.1876, loss_mask: 0.1969, loss: 0.5603 +2022-09-23 07:48:09,763 - mmdet - INFO - Epoch [32][7000/7330] lr: 3.778e-08, eta: 6:14:55, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0284, loss_cls: 0.1349, acc: 94.8901, loss_bbox: 0.1883, loss_mask: 0.1905, loss: 0.5590 +2022-09-23 07:48:46,678 - mmdet - INFO - Epoch [32][7050/7330] lr: 3.778e-08, eta: 6:14:16, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0278, loss_cls: 0.1318, acc: 95.0010, loss_bbox: 0.1869, loss_mask: 0.1994, loss: 0.5622 +2022-09-23 07:49:23,813 - mmdet - INFO - Epoch [32][7100/7330] lr: 3.778e-08, eta: 6:13:38, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0284, loss_cls: 0.1383, acc: 94.8665, loss_bbox: 0.1896, loss_mask: 0.1937, loss: 0.5674 +2022-09-23 07:50:00,781 - mmdet - INFO - Epoch [32][7150/7330] lr: 3.778e-08, eta: 6:13:00, time: 0.739, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0277, loss_cls: 0.1355, acc: 94.8530, loss_bbox: 0.1923, loss_mask: 0.1996, loss: 0.5712 +2022-09-23 07:50:38,159 - mmdet - INFO - Epoch [32][7200/7330] lr: 3.778e-08, eta: 6:12:22, time: 0.748, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0263, loss_cls: 0.1276, acc: 95.1685, loss_bbox: 0.1803, loss_mask: 0.1932, loss: 0.5435 +2022-09-23 07:51:15,556 - mmdet - INFO - Epoch [32][7250/7330] lr: 3.778e-08, eta: 6:11:44, time: 0.748, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0292, loss_cls: 0.1321, acc: 94.9487, loss_bbox: 0.1848, loss_mask: 0.1929, loss: 0.5554 +2022-09-23 07:51:52,163 - mmdet - INFO - Epoch [32][7300/7330] lr: 3.778e-08, eta: 6:11:05, time: 0.732, data_time: 0.013, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0275, loss_cls: 0.1287, acc: 95.1479, loss_bbox: 0.1765, loss_mask: 0.1938, loss: 0.5426 +2022-09-23 07:52:24,105 - mmdet - INFO - Saving checkpoint at 32 epochs +2022-09-23 07:55:08,712 - mmdet - INFO - Evaluating bbox... +2022-09-23 07:55:31,134 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.520 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.737 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.563 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.354 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.558 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.673 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.630 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.630 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.630 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.467 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.669 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.781 + +2022-09-23 07:55:31,134 - mmdet - INFO - Evaluating segm... +2022-09-23 07:55:59,707 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.461 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.707 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.499 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.268 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.494 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.654 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.566 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.566 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.566 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.398 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.608 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.729 + +2022-09-23 07:56:00,194 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 07:56:00,195 - mmdet - INFO - Epoch(val) [32][625] bbox_mAP: 0.5200, bbox_mAP_50: 0.7370, bbox_mAP_75: 0.5630, bbox_mAP_s: 0.3540, bbox_mAP_m: 0.5580, bbox_mAP_l: 0.6730, bbox_mAP_copypaste: 0.520 0.737 0.563 0.354 0.558 0.673, segm_mAP: 0.4610, segm_mAP_50: 0.7070, segm_mAP_75: 0.4990, segm_mAP_s: 0.2680, segm_mAP_m: 0.4940, segm_mAP_l: 0.6540, segm_mAP_copypaste: 0.461 0.707 0.499 0.268 0.494 0.654 +2022-09-23 07:58:47,478 - mmdet - INFO - Epoch [33][50/7330] lr: 3.778e-08, eta: 6:10:35, time: 3.345, data_time: 2.599, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0294, loss_cls: 0.1376, acc: 94.7380, loss_bbox: 0.1922, loss_mask: 0.1946, loss: 0.5718 +2022-09-23 07:59:24,833 - mmdet - INFO - Epoch [33][100/7330] lr: 3.778e-08, eta: 6:09:57, time: 0.747, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0287, loss_cls: 0.1291, acc: 95.0750, loss_bbox: 0.1829, loss_mask: 0.1946, loss: 0.5523 +2022-09-23 08:00:01,844 - mmdet - INFO - Epoch [33][150/7330] lr: 3.778e-08, eta: 6:09:19, time: 0.740, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0262, loss_cls: 0.1288, acc: 95.1750, loss_bbox: 0.1777, loss_mask: 0.1921, loss: 0.5419 +2022-09-23 08:00:38,848 - mmdet - INFO - Epoch [33][200/7330] lr: 3.778e-08, eta: 6:08:40, time: 0.740, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0277, loss_cls: 0.1351, acc: 94.8342, loss_bbox: 0.1857, loss_mask: 0.1971, loss: 0.5641 +2022-09-23 08:01:16,133 - mmdet - INFO - Epoch [33][250/7330] lr: 3.778e-08, eta: 6:08:02, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0282, loss_cls: 0.1322, acc: 94.9990, loss_bbox: 0.1831, loss_mask: 0.1942, loss: 0.5542 +2022-09-23 08:01:53,242 - mmdet - INFO - Epoch [33][300/7330] lr: 3.778e-08, eta: 6:07:24, time: 0.743, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0300, loss_cls: 0.1302, acc: 95.0515, loss_bbox: 0.1858, loss_mask: 0.1953, loss: 0.5596 +2022-09-23 08:02:29,545 - mmdet - INFO - Epoch [33][350/7330] lr: 3.778e-08, eta: 6:06:46, time: 0.726, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0281, loss_cls: 0.1286, acc: 95.0188, loss_bbox: 0.1835, loss_mask: 0.1970, loss: 0.5530 +2022-09-23 08:03:06,813 - mmdet - INFO - Epoch [33][400/7330] lr: 3.778e-08, eta: 6:06:07, time: 0.745, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0283, loss_cls: 0.1342, acc: 94.8152, loss_bbox: 0.1870, loss_mask: 0.1977, loss: 0.5632 +2022-09-23 08:03:44,124 - mmdet - INFO - Epoch [33][450/7330] lr: 3.778e-08, eta: 6:05:29, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0277, loss_cls: 0.1334, acc: 94.8762, loss_bbox: 0.1831, loss_mask: 0.1923, loss: 0.5520 +2022-09-23 08:04:21,635 - mmdet - INFO - Epoch [33][500/7330] lr: 3.778e-08, eta: 6:04:51, time: 0.749, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0274, loss_cls: 0.1262, acc: 95.1912, loss_bbox: 0.1773, loss_mask: 0.1910, loss: 0.5375 +2022-09-23 08:04:58,674 - mmdet - INFO - Epoch [33][550/7330] lr: 3.778e-08, eta: 6:04:13, time: 0.742, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0259, loss_cls: 0.1207, acc: 95.3164, loss_bbox: 0.1714, loss_mask: 0.1863, loss: 0.5195 +2022-09-23 08:05:35,168 - mmdet - INFO - Epoch [33][600/7330] lr: 3.778e-08, eta: 6:03:34, time: 0.729, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0271, loss_cls: 0.1285, acc: 95.0535, loss_bbox: 0.1828, loss_mask: 0.1899, loss: 0.5438 +2022-09-23 08:06:11,964 - mmdet - INFO - Epoch [33][650/7330] lr: 3.778e-08, eta: 6:02:56, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0279, loss_cls: 0.1250, acc: 95.2329, loss_bbox: 0.1794, loss_mask: 0.1869, loss: 0.5350 +2022-09-23 08:06:49,515 - mmdet - INFO - Epoch [33][700/7330] lr: 3.778e-08, eta: 6:02:18, time: 0.751, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0272, loss_cls: 0.1298, acc: 95.0476, loss_bbox: 0.1820, loss_mask: 0.1969, loss: 0.5521 +2022-09-23 08:07:26,943 - mmdet - INFO - Epoch [33][750/7330] lr: 3.778e-08, eta: 6:01:40, time: 0.748, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0268, loss_cls: 0.1333, acc: 94.9082, loss_bbox: 0.1863, loss_mask: 0.1978, loss: 0.5607 +2022-09-23 08:08:04,722 - mmdet - INFO - Epoch [33][800/7330] lr: 3.778e-08, eta: 6:01:02, time: 0.756, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0289, loss_cls: 0.1350, acc: 94.8870, loss_bbox: 0.1891, loss_mask: 0.1991, loss: 0.5682 +2022-09-23 08:08:41,641 - mmdet - INFO - Epoch [33][850/7330] lr: 3.778e-08, eta: 6:00:24, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0254, loss_cls: 0.1241, acc: 95.2468, loss_bbox: 0.1755, loss_mask: 0.1922, loss: 0.5316 +2022-09-23 08:09:18,655 - mmdet - INFO - Epoch [33][900/7330] lr: 3.778e-08, eta: 5:59:45, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0264, loss_cls: 0.1215, acc: 95.3281, loss_bbox: 0.1742, loss_mask: 0.1896, loss: 0.5264 +2022-09-23 08:09:55,732 - mmdet - INFO - Epoch [33][950/7330] lr: 3.778e-08, eta: 5:59:07, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0267, loss_cls: 0.1296, acc: 95.0130, loss_bbox: 0.1817, loss_mask: 0.1925, loss: 0.5452 +2022-09-23 08:10:32,827 - mmdet - INFO - Epoch [33][1000/7330] lr: 3.778e-08, eta: 5:58:29, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0259, loss_cls: 0.1250, acc: 95.2080, loss_bbox: 0.1760, loss_mask: 0.1895, loss: 0.5309 +2022-09-23 08:11:10,236 - mmdet - INFO - Epoch [33][1050/7330] lr: 3.778e-08, eta: 5:57:51, time: 0.749, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0274, loss_cls: 0.1291, acc: 95.0725, loss_bbox: 0.1830, loss_mask: 0.1907, loss: 0.5463 +2022-09-23 08:11:47,230 - mmdet - INFO - Epoch [33][1100/7330] lr: 3.778e-08, eta: 5:57:13, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0293, loss_cls: 0.1335, acc: 94.8589, loss_bbox: 0.1882, loss_mask: 0.2014, loss: 0.5691 +2022-09-23 08:12:24,530 - mmdet - INFO - Epoch [33][1150/7330] lr: 3.778e-08, eta: 5:56:34, time: 0.746, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0275, loss_cls: 0.1261, acc: 95.1593, loss_bbox: 0.1802, loss_mask: 0.1926, loss: 0.5419 +2022-09-23 08:13:01,830 - mmdet - INFO - Epoch [33][1200/7330] lr: 3.778e-08, eta: 5:55:56, time: 0.746, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0252, loss_cls: 0.1244, acc: 95.3323, loss_bbox: 0.1785, loss_mask: 0.1941, loss: 0.5358 +2022-09-23 08:13:39,492 - mmdet - INFO - Epoch [33][1250/7330] lr: 3.778e-08, eta: 5:55:18, time: 0.753, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0299, loss_cls: 0.1325, acc: 94.9688, loss_bbox: 0.1843, loss_mask: 0.1961, loss: 0.5595 +2022-09-23 08:14:16,660 - mmdet - INFO - Epoch [33][1300/7330] lr: 3.778e-08, eta: 5:54:40, time: 0.743, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0269, loss_cls: 0.1237, acc: 95.2722, loss_bbox: 0.1781, loss_mask: 0.1939, loss: 0.5380 +2022-09-23 08:14:53,587 - mmdet - INFO - Epoch [33][1350/7330] lr: 3.778e-08, eta: 5:54:02, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0272, loss_cls: 0.1252, acc: 95.2112, loss_bbox: 0.1718, loss_mask: 0.1913, loss: 0.5303 +2022-09-23 08:15:31,010 - mmdet - INFO - Epoch [33][1400/7330] lr: 3.778e-08, eta: 5:53:24, time: 0.748, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0275, loss_cls: 0.1353, acc: 94.9053, loss_bbox: 0.1870, loss_mask: 0.1948, loss: 0.5605 +2022-09-23 08:16:07,896 - mmdet - INFO - Epoch [33][1450/7330] lr: 3.778e-08, eta: 5:52:45, time: 0.738, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0275, loss_cls: 0.1351, acc: 94.7920, loss_bbox: 0.1880, loss_mask: 0.1996, loss: 0.5679 +2022-09-23 08:16:45,417 - mmdet - INFO - Epoch [33][1500/7330] lr: 3.778e-08, eta: 5:52:07, time: 0.749, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0264, loss_cls: 0.1281, acc: 95.1450, loss_bbox: 0.1803, loss_mask: 0.1925, loss: 0.5420 +2022-09-23 08:17:22,623 - mmdet - INFO - Epoch [33][1550/7330] lr: 3.778e-08, eta: 5:51:29, time: 0.745, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0285, loss_cls: 0.1288, acc: 95.0720, loss_bbox: 0.1865, loss_mask: 0.1916, loss: 0.5512 +2022-09-23 08:17:59,497 - mmdet - INFO - Epoch [33][1600/7330] lr: 3.778e-08, eta: 5:50:51, time: 0.738, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0280, loss_cls: 0.1291, acc: 95.0544, loss_bbox: 0.1830, loss_mask: 0.1944, loss: 0.5498 +2022-09-23 08:18:36,481 - mmdet - INFO - Epoch [33][1650/7330] lr: 3.778e-08, eta: 5:50:13, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0275, loss_cls: 0.1286, acc: 95.1501, loss_bbox: 0.1808, loss_mask: 0.1907, loss: 0.5431 +2022-09-23 08:19:13,587 - mmdet - INFO - Epoch [33][1700/7330] lr: 3.778e-08, eta: 5:49:34, time: 0.742, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0279, loss_cls: 0.1331, acc: 95.0156, loss_bbox: 0.1873, loss_mask: 0.1956, loss: 0.5605 +2022-09-23 08:19:51,144 - mmdet - INFO - Epoch [33][1750/7330] lr: 3.778e-08, eta: 5:48:56, time: 0.751, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0273, loss_cls: 0.1309, acc: 94.9456, loss_bbox: 0.1852, loss_mask: 0.1929, loss: 0.5513 +2022-09-23 08:20:27,782 - mmdet - INFO - Epoch [33][1800/7330] lr: 3.778e-08, eta: 5:48:18, time: 0.732, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0278, loss_cls: 0.1302, acc: 95.0493, loss_bbox: 0.1813, loss_mask: 0.1910, loss: 0.5499 +2022-09-23 08:21:04,176 - mmdet - INFO - Epoch [33][1850/7330] lr: 3.778e-08, eta: 5:47:40, time: 0.728, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0275, loss_cls: 0.1303, acc: 95.0818, loss_bbox: 0.1819, loss_mask: 0.1924, loss: 0.5475 +2022-09-23 08:21:41,113 - mmdet - INFO - Epoch [33][1900/7330] lr: 3.778e-08, eta: 5:47:01, time: 0.739, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0251, loss_cls: 0.1195, acc: 95.4289, loss_bbox: 0.1663, loss_mask: 0.1819, loss: 0.5090 +2022-09-23 08:22:17,956 - mmdet - INFO - Epoch [33][1950/7330] lr: 3.778e-08, eta: 5:46:23, time: 0.737, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0274, loss_cls: 0.1302, acc: 95.0618, loss_bbox: 0.1835, loss_mask: 0.1952, loss: 0.5521 +2022-09-23 08:22:55,279 - mmdet - INFO - Epoch [33][2000/7330] lr: 3.778e-08, eta: 5:45:45, time: 0.746, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0263, loss_cls: 0.1245, acc: 95.3425, loss_bbox: 0.1765, loss_mask: 0.1878, loss: 0.5318 +2022-09-23 08:23:31,905 - mmdet - INFO - Epoch [33][2050/7330] lr: 3.778e-08, eta: 5:45:07, time: 0.733, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0262, loss_cls: 0.1304, acc: 95.0562, loss_bbox: 0.1804, loss_mask: 0.1970, loss: 0.5500 +2022-09-23 08:24:09,221 - mmdet - INFO - Epoch [33][2100/7330] lr: 3.778e-08, eta: 5:44:29, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0277, loss_cls: 0.1264, acc: 95.1863, loss_bbox: 0.1806, loss_mask: 0.1932, loss: 0.5435 +2022-09-23 08:24:45,624 - mmdet - INFO - Epoch [33][2150/7330] lr: 3.778e-08, eta: 5:43:50, time: 0.728, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0134, loss_rpn_bbox: 0.0245, loss_cls: 0.1203, acc: 95.4033, loss_bbox: 0.1687, loss_mask: 0.1872, loss: 0.5141 +2022-09-23 08:25:22,773 - mmdet - INFO - Epoch [33][2200/7330] lr: 3.778e-08, eta: 5:43:12, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0275, loss_cls: 0.1269, acc: 95.1318, loss_bbox: 0.1828, loss_mask: 0.1958, loss: 0.5484 +2022-09-23 08:25:59,829 - mmdet - INFO - Epoch [33][2250/7330] lr: 3.778e-08, eta: 5:42:34, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0238, loss_cls: 0.1202, acc: 95.4993, loss_bbox: 0.1690, loss_mask: 0.1863, loss: 0.5132 +2022-09-23 08:26:37,070 - mmdet - INFO - Epoch [33][2300/7330] lr: 3.778e-08, eta: 5:41:56, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0290, loss_cls: 0.1367, acc: 94.7930, loss_bbox: 0.1908, loss_mask: 0.1968, loss: 0.5691 +2022-09-23 08:27:14,250 - mmdet - INFO - Epoch [33][2350/7330] lr: 3.778e-08, eta: 5:41:17, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0285, loss_cls: 0.1293, acc: 95.1069, loss_bbox: 0.1809, loss_mask: 0.1909, loss: 0.5460 +2022-09-23 08:27:51,641 - mmdet - INFO - Epoch [33][2400/7330] lr: 3.778e-08, eta: 5:40:39, time: 0.747, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0252, loss_cls: 0.1237, acc: 95.2622, loss_bbox: 0.1751, loss_mask: 0.1915, loss: 0.5304 +2022-09-23 08:28:29,295 - mmdet - INFO - Epoch [33][2450/7330] lr: 3.778e-08, eta: 5:40:01, time: 0.754, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0286, loss_cls: 0.1325, acc: 94.9204, loss_bbox: 0.1876, loss_mask: 0.2059, loss: 0.5737 +2022-09-23 08:29:06,155 - mmdet - INFO - Epoch [33][2500/7330] lr: 3.778e-08, eta: 5:39:23, time: 0.737, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0273, loss_cls: 0.1280, acc: 95.1238, loss_bbox: 0.1790, loss_mask: 0.1915, loss: 0.5416 +2022-09-23 08:29:43,257 - mmdet - INFO - Epoch [33][2550/7330] lr: 3.778e-08, eta: 5:38:45, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0275, loss_cls: 0.1257, acc: 95.1536, loss_bbox: 0.1785, loss_mask: 0.1912, loss: 0.5387 +2022-09-23 08:30:19,616 - mmdet - INFO - Epoch [33][2600/7330] lr: 3.778e-08, eta: 5:38:07, time: 0.727, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0267, loss_cls: 0.1304, acc: 95.0901, loss_bbox: 0.1794, loss_mask: 0.1902, loss: 0.5443 +2022-09-23 08:30:56,075 - mmdet - INFO - Epoch [33][2650/7330] lr: 3.778e-08, eta: 5:37:28, time: 0.729, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0274, loss_cls: 0.1319, acc: 95.0833, loss_bbox: 0.1800, loss_mask: 0.1964, loss: 0.5526 +2022-09-23 08:31:32,679 - mmdet - INFO - Epoch [33][2700/7330] lr: 3.778e-08, eta: 5:36:50, time: 0.732, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0293, loss_cls: 0.1312, acc: 95.0422, loss_bbox: 0.1873, loss_mask: 0.1924, loss: 0.5581 +2022-09-23 08:32:09,544 - mmdet - INFO - Epoch [33][2750/7330] lr: 3.778e-08, eta: 5:36:12, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0268, loss_cls: 0.1232, acc: 95.3230, loss_bbox: 0.1754, loss_mask: 0.1931, loss: 0.5354 +2022-09-23 08:32:47,021 - mmdet - INFO - Epoch [33][2800/7330] lr: 3.778e-08, eta: 5:35:34, time: 0.749, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0274, loss_cls: 0.1277, acc: 95.1709, loss_bbox: 0.1793, loss_mask: 0.1927, loss: 0.5436 +2022-09-23 08:33:23,856 - mmdet - INFO - Epoch [33][2850/7330] lr: 3.778e-08, eta: 5:34:55, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0262, loss_cls: 0.1261, acc: 95.1804, loss_bbox: 0.1747, loss_mask: 0.1945, loss: 0.5374 +2022-09-23 08:34:01,106 - mmdet - INFO - Epoch [33][2900/7330] lr: 3.778e-08, eta: 5:34:17, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0284, loss_cls: 0.1336, acc: 94.9292, loss_bbox: 0.1863, loss_mask: 0.1979, loss: 0.5630 +2022-09-23 08:34:38,313 - mmdet - INFO - Epoch [33][2950/7330] lr: 3.778e-08, eta: 5:33:39, time: 0.744, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0280, loss_cls: 0.1362, acc: 94.7410, loss_bbox: 0.1879, loss_mask: 0.1944, loss: 0.5632 +2022-09-23 08:35:15,862 - mmdet - INFO - Epoch [33][3000/7330] lr: 3.778e-08, eta: 5:33:01, time: 0.751, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0275, loss_cls: 0.1289, acc: 95.1262, loss_bbox: 0.1776, loss_mask: 0.1934, loss: 0.5440 +2022-09-23 08:35:52,722 - mmdet - INFO - Epoch [33][3050/7330] lr: 3.778e-08, eta: 5:32:23, time: 0.737, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0264, loss_cls: 0.1242, acc: 95.2466, loss_bbox: 0.1760, loss_mask: 0.1895, loss: 0.5303 +2022-09-23 08:36:29,503 - mmdet - INFO - Epoch [33][3100/7330] lr: 3.778e-08, eta: 5:31:44, time: 0.735, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0255, loss_cls: 0.1267, acc: 95.1834, loss_bbox: 0.1763, loss_mask: 0.1894, loss: 0.5322 +2022-09-23 08:37:06,875 - mmdet - INFO - Epoch [33][3150/7330] lr: 3.778e-08, eta: 5:31:06, time: 0.748, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0289, loss_cls: 0.1342, acc: 94.8167, loss_bbox: 0.1826, loss_mask: 0.1946, loss: 0.5582 +2022-09-23 08:37:43,992 - mmdet - INFO - Epoch [33][3200/7330] lr: 3.778e-08, eta: 5:30:28, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0276, loss_cls: 0.1275, acc: 95.1960, loss_bbox: 0.1776, loss_mask: 0.1908, loss: 0.5400 +2022-09-23 08:38:20,671 - mmdet - INFO - Epoch [33][3250/7330] lr: 3.778e-08, eta: 5:29:50, time: 0.734, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0274, loss_cls: 0.1324, acc: 95.0190, loss_bbox: 0.1853, loss_mask: 0.1952, loss: 0.5570 +2022-09-23 08:38:57,959 - mmdet - INFO - Epoch [33][3300/7330] lr: 3.778e-08, eta: 5:29:12, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0295, loss_cls: 0.1343, acc: 94.9148, loss_bbox: 0.1877, loss_mask: 0.1953, loss: 0.5624 +2022-09-23 08:39:35,136 - mmdet - INFO - Epoch [33][3350/7330] lr: 3.778e-08, eta: 5:28:34, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0293, loss_cls: 0.1375, acc: 94.7695, loss_bbox: 0.1912, loss_mask: 0.1955, loss: 0.5708 +2022-09-23 08:40:11,933 - mmdet - INFO - Epoch [33][3400/7330] lr: 3.778e-08, eta: 5:27:55, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0267, loss_cls: 0.1298, acc: 95.0410, loss_bbox: 0.1840, loss_mask: 0.1941, loss: 0.5510 +2022-09-23 08:40:48,462 - mmdet - INFO - Epoch [33][3450/7330] lr: 3.778e-08, eta: 5:27:17, time: 0.731, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0264, loss_cls: 0.1276, acc: 95.2007, loss_bbox: 0.1785, loss_mask: 0.1926, loss: 0.5410 +2022-09-23 08:41:25,820 - mmdet - INFO - Epoch [33][3500/7330] lr: 3.778e-08, eta: 5:26:39, time: 0.747, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0274, loss_cls: 0.1280, acc: 95.1099, loss_bbox: 0.1782, loss_mask: 0.1911, loss: 0.5414 +2022-09-23 08:42:03,425 - mmdet - INFO - Epoch [33][3550/7330] lr: 3.778e-08, eta: 5:26:01, time: 0.752, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0272, loss_cls: 0.1316, acc: 94.9460, loss_bbox: 0.1815, loss_mask: 0.1942, loss: 0.5500 +2022-09-23 08:42:40,731 - mmdet - INFO - Epoch [33][3600/7330] lr: 3.778e-08, eta: 5:25:23, time: 0.746, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0235, loss_cls: 0.1224, acc: 95.3379, loss_bbox: 0.1738, loss_mask: 0.1862, loss: 0.5205 +2022-09-23 08:43:18,296 - mmdet - INFO - Epoch [33][3650/7330] lr: 3.778e-08, eta: 5:24:45, time: 0.751, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0286, loss_cls: 0.1343, acc: 94.9321, loss_bbox: 0.1864, loss_mask: 0.1952, loss: 0.5617 +2022-09-23 08:43:55,190 - mmdet - INFO - Epoch [33][3700/7330] lr: 3.778e-08, eta: 5:24:07, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0244, loss_cls: 0.1227, acc: 95.4033, loss_bbox: 0.1702, loss_mask: 0.1914, loss: 0.5232 +2022-09-23 08:44:31,773 - mmdet - INFO - Epoch [33][3750/7330] lr: 3.778e-08, eta: 5:23:28, time: 0.732, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0260, loss_cls: 0.1267, acc: 95.2585, loss_bbox: 0.1753, loss_mask: 0.1947, loss: 0.5384 +2022-09-23 08:45:08,336 - mmdet - INFO - Epoch [33][3800/7330] lr: 3.778e-08, eta: 5:22:50, time: 0.731, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0259, loss_cls: 0.1287, acc: 95.1470, loss_bbox: 0.1825, loss_mask: 0.1903, loss: 0.5433 +2022-09-23 08:45:46,215 - mmdet - INFO - Epoch [33][3850/7330] lr: 3.778e-08, eta: 5:22:12, time: 0.757, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0291, loss_cls: 0.1312, acc: 95.0156, loss_bbox: 0.1814, loss_mask: 0.1974, loss: 0.5573 +2022-09-23 08:46:23,428 - mmdet - INFO - Epoch [33][3900/7330] lr: 3.778e-08, eta: 5:21:34, time: 0.745, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0271, loss_cls: 0.1266, acc: 95.2048, loss_bbox: 0.1794, loss_mask: 0.1932, loss: 0.5425 +2022-09-23 08:47:00,250 - mmdet - INFO - Epoch [33][3950/7330] lr: 3.778e-08, eta: 5:20:56, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0270, loss_cls: 0.1312, acc: 94.9895, loss_bbox: 0.1810, loss_mask: 0.1923, loss: 0.5485 +2022-09-23 08:47:38,038 - mmdet - INFO - Epoch [33][4000/7330] lr: 3.778e-08, eta: 5:20:18, time: 0.756, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0262, loss_cls: 0.1289, acc: 95.1064, loss_bbox: 0.1806, loss_mask: 0.1943, loss: 0.5472 +2022-09-23 08:48:15,303 - mmdet - INFO - Epoch [33][4050/7330] lr: 3.778e-08, eta: 5:19:40, time: 0.744, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0281, loss_cls: 0.1308, acc: 95.0483, loss_bbox: 0.1826, loss_mask: 0.1904, loss: 0.5471 +2022-09-23 08:48:51,774 - mmdet - INFO - Epoch [33][4100/7330] lr: 3.778e-08, eta: 5:19:01, time: 0.730, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0279, loss_cls: 0.1295, acc: 95.0803, loss_bbox: 0.1809, loss_mask: 0.1938, loss: 0.5496 +2022-09-23 08:49:28,828 - mmdet - INFO - Epoch [33][4150/7330] lr: 3.778e-08, eta: 5:18:23, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0277, loss_cls: 0.1301, acc: 95.0720, loss_bbox: 0.1793, loss_mask: 0.1927, loss: 0.5473 +2022-09-23 08:50:05,608 - mmdet - INFO - Epoch [33][4200/7330] lr: 3.778e-08, eta: 5:17:45, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0276, loss_cls: 0.1280, acc: 95.1853, loss_bbox: 0.1772, loss_mask: 0.1961, loss: 0.5460 +2022-09-23 08:50:43,132 - mmdet - INFO - Epoch [33][4250/7330] lr: 3.778e-08, eta: 5:17:07, time: 0.750, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0274, loss_cls: 0.1304, acc: 95.0591, loss_bbox: 0.1831, loss_mask: 0.1934, loss: 0.5518 +2022-09-23 08:51:20,068 - mmdet - INFO - Epoch [33][4300/7330] lr: 3.778e-08, eta: 5:16:29, time: 0.739, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0285, loss_cls: 0.1294, acc: 95.0840, loss_bbox: 0.1849, loss_mask: 0.1972, loss: 0.5562 +2022-09-23 08:51:57,630 - mmdet - INFO - Epoch [33][4350/7330] lr: 3.778e-08, eta: 5:15:51, time: 0.749, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0182, loss_rpn_bbox: 0.0297, loss_cls: 0.1354, acc: 94.8579, loss_bbox: 0.1856, loss_mask: 0.1964, loss: 0.5653 +2022-09-23 08:52:34,895 - mmdet - INFO - Epoch [33][4400/7330] lr: 3.778e-08, eta: 5:15:13, time: 0.748, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0265, loss_cls: 0.1252, acc: 95.2427, loss_bbox: 0.1787, loss_mask: 0.1952, loss: 0.5427 +2022-09-23 08:53:11,903 - mmdet - INFO - Epoch [33][4450/7330] lr: 3.778e-08, eta: 5:14:34, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0276, loss_cls: 0.1307, acc: 95.0732, loss_bbox: 0.1808, loss_mask: 0.1936, loss: 0.5507 +2022-09-23 08:53:48,774 - mmdet - INFO - Epoch [33][4500/7330] lr: 3.778e-08, eta: 5:13:56, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0264, loss_cls: 0.1283, acc: 95.1541, loss_bbox: 0.1811, loss_mask: 0.1959, loss: 0.5464 +2022-09-23 08:54:26,444 - mmdet - INFO - Epoch [33][4550/7330] lr: 3.778e-08, eta: 5:13:18, time: 0.753, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0274, loss_cls: 0.1297, acc: 95.1404, loss_bbox: 0.1835, loss_mask: 0.1934, loss: 0.5505 +2022-09-23 08:55:03,588 - mmdet - INFO - Epoch [33][4600/7330] lr: 3.778e-08, eta: 5:12:40, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0287, loss_cls: 0.1312, acc: 94.9683, loss_bbox: 0.1850, loss_mask: 0.1936, loss: 0.5544 +2022-09-23 08:55:41,057 - mmdet - INFO - Epoch [33][4650/7330] lr: 3.778e-08, eta: 5:12:02, time: 0.749, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0265, loss_cls: 0.1319, acc: 95.0542, loss_bbox: 0.1846, loss_mask: 0.1925, loss: 0.5516 +2022-09-23 08:56:18,348 - mmdet - INFO - Epoch [33][4700/7330] lr: 3.778e-08, eta: 5:11:24, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0271, loss_cls: 0.1260, acc: 95.2678, loss_bbox: 0.1779, loss_mask: 0.1904, loss: 0.5380 +2022-09-23 08:56:54,860 - mmdet - INFO - Epoch [33][4750/7330] lr: 3.778e-08, eta: 5:10:46, time: 0.731, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0275, loss_cls: 0.1270, acc: 95.1577, loss_bbox: 0.1777, loss_mask: 0.1892, loss: 0.5378 +2022-09-23 08:57:32,338 - mmdet - INFO - Epoch [33][4800/7330] lr: 3.778e-08, eta: 5:10:08, time: 0.749, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0285, loss_cls: 0.1313, acc: 95.0640, loss_bbox: 0.1831, loss_mask: 0.1987, loss: 0.5576 +2022-09-23 08:58:09,688 - mmdet - INFO - Epoch [33][4850/7330] lr: 3.778e-08, eta: 5:09:30, time: 0.747, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0272, loss_cls: 0.1325, acc: 94.9666, loss_bbox: 0.1844, loss_mask: 0.1952, loss: 0.5558 +2022-09-23 08:58:47,149 - mmdet - INFO - Epoch [33][4900/7330] lr: 3.778e-08, eta: 5:08:51, time: 0.748, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0279, loss_cls: 0.1301, acc: 95.1060, loss_bbox: 0.1787, loss_mask: 0.1969, loss: 0.5503 +2022-09-23 08:59:24,211 - mmdet - INFO - Epoch [33][4950/7330] lr: 3.778e-08, eta: 5:08:13, time: 0.742, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0245, loss_cls: 0.1244, acc: 95.3342, loss_bbox: 0.1695, loss_mask: 0.1893, loss: 0.5237 +2022-09-23 09:00:01,399 - mmdet - INFO - Epoch [33][5000/7330] lr: 3.778e-08, eta: 5:07:35, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0184, loss_rpn_bbox: 0.0308, loss_cls: 0.1394, acc: 94.7041, loss_bbox: 0.1929, loss_mask: 0.1985, loss: 0.5800 +2022-09-23 09:00:38,205 - mmdet - INFO - Epoch [33][5050/7330] lr: 3.778e-08, eta: 5:06:57, time: 0.736, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0271, loss_cls: 0.1293, acc: 95.0354, loss_bbox: 0.1851, loss_mask: 0.1913, loss: 0.5490 +2022-09-23 09:01:14,936 - mmdet - INFO - Epoch [33][5100/7330] lr: 3.778e-08, eta: 5:06:19, time: 0.735, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0276, loss_cls: 0.1272, acc: 95.1377, loss_bbox: 0.1785, loss_mask: 0.1939, loss: 0.5425 +2022-09-23 09:01:51,678 - mmdet - INFO - Epoch [33][5150/7330] lr: 3.778e-08, eta: 5:05:41, time: 0.735, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0264, loss_cls: 0.1295, acc: 95.1182, loss_bbox: 0.1811, loss_mask: 0.1934, loss: 0.5467 +2022-09-23 09:02:28,369 - mmdet - INFO - Epoch [33][5200/7330] lr: 3.778e-08, eta: 5:05:02, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0291, loss_cls: 0.1263, acc: 95.2354, loss_bbox: 0.1800, loss_mask: 0.1927, loss: 0.5457 +2022-09-23 09:03:04,700 - mmdet - INFO - Epoch [33][5250/7330] lr: 3.778e-08, eta: 5:04:24, time: 0.727, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0257, loss_cls: 0.1275, acc: 95.1523, loss_bbox: 0.1798, loss_mask: 0.1939, loss: 0.5421 +2022-09-23 09:03:42,566 - mmdet - INFO - Epoch [33][5300/7330] lr: 3.778e-08, eta: 5:03:46, time: 0.757, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0288, loss_cls: 0.1334, acc: 94.8953, loss_bbox: 0.1836, loss_mask: 0.1916, loss: 0.5543 +2022-09-23 09:04:19,626 - mmdet - INFO - Epoch [33][5350/7330] lr: 3.778e-08, eta: 5:03:08, time: 0.741, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0270, loss_cls: 0.1312, acc: 94.9648, loss_bbox: 0.1825, loss_mask: 0.1899, loss: 0.5475 +2022-09-23 09:04:56,629 - mmdet - INFO - Epoch [33][5400/7330] lr: 3.778e-08, eta: 5:02:30, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0266, loss_cls: 0.1343, acc: 94.8694, loss_bbox: 0.1887, loss_mask: 0.1996, loss: 0.5646 +2022-09-23 09:05:34,079 - mmdet - INFO - Epoch [33][5450/7330] lr: 3.778e-08, eta: 5:01:52, time: 0.749, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0274, loss_cls: 0.1289, acc: 95.0808, loss_bbox: 0.1818, loss_mask: 0.1955, loss: 0.5491 +2022-09-23 09:06:11,133 - mmdet - INFO - Epoch [33][5500/7330] lr: 3.778e-08, eta: 5:01:14, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0280, loss_cls: 0.1342, acc: 94.9202, loss_bbox: 0.1846, loss_mask: 0.1955, loss: 0.5602 +2022-09-23 09:06:48,329 - mmdet - INFO - Epoch [33][5550/7330] lr: 3.778e-08, eta: 5:00:36, time: 0.743, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0263, loss_cls: 0.1319, acc: 94.9792, loss_bbox: 0.1825, loss_mask: 0.1961, loss: 0.5526 +2022-09-23 09:07:25,048 - mmdet - INFO - Epoch [33][5600/7330] lr: 3.778e-08, eta: 4:59:57, time: 0.735, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0269, loss_cls: 0.1260, acc: 95.1633, loss_bbox: 0.1788, loss_mask: 0.1932, loss: 0.5408 +2022-09-23 09:08:02,189 - mmdet - INFO - Epoch [33][5650/7330] lr: 3.778e-08, eta: 4:59:19, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0271, loss_cls: 0.1304, acc: 95.0361, loss_bbox: 0.1836, loss_mask: 0.1940, loss: 0.5511 +2022-09-23 09:08:39,256 - mmdet - INFO - Epoch [33][5700/7330] lr: 3.778e-08, eta: 4:58:41, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0294, loss_cls: 0.1291, acc: 95.0127, loss_bbox: 0.1884, loss_mask: 0.2002, loss: 0.5640 +2022-09-23 09:09:16,023 - mmdet - INFO - Epoch [33][5750/7330] lr: 3.778e-08, eta: 4:58:03, time: 0.736, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0270, loss_cls: 0.1269, acc: 95.1394, loss_bbox: 0.1792, loss_mask: 0.1965, loss: 0.5445 +2022-09-23 09:09:52,590 - mmdet - INFO - Epoch [33][5800/7330] lr: 3.778e-08, eta: 4:57:25, time: 0.731, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0265, loss_cls: 0.1248, acc: 95.2192, loss_bbox: 0.1794, loss_mask: 0.1921, loss: 0.5384 +2022-09-23 09:10:29,814 - mmdet - INFO - Epoch [33][5850/7330] lr: 3.778e-08, eta: 4:56:47, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0281, loss_cls: 0.1283, acc: 95.0903, loss_bbox: 0.1837, loss_mask: 0.1913, loss: 0.5465 +2022-09-23 09:11:06,535 - mmdet - INFO - Epoch [33][5900/7330] lr: 3.778e-08, eta: 4:56:08, time: 0.733, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0271, loss_cls: 0.1287, acc: 95.1047, loss_bbox: 0.1794, loss_mask: 0.1929, loss: 0.5447 +2022-09-23 09:11:44,138 - mmdet - INFO - Epoch [33][5950/7330] lr: 3.778e-08, eta: 4:55:30, time: 0.753, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0266, loss_cls: 0.1313, acc: 95.0354, loss_bbox: 0.1809, loss_mask: 0.1939, loss: 0.5500 +2022-09-23 09:12:21,058 - mmdet - INFO - Epoch [33][6000/7330] lr: 3.778e-08, eta: 4:54:52, time: 0.738, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0265, loss_cls: 0.1260, acc: 95.1936, loss_bbox: 0.1776, loss_mask: 0.1902, loss: 0.5356 +2022-09-23 09:12:58,207 - mmdet - INFO - Epoch [33][6050/7330] lr: 3.778e-08, eta: 4:54:14, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0259, loss_cls: 0.1270, acc: 95.2798, loss_bbox: 0.1757, loss_mask: 0.1928, loss: 0.5384 +2022-09-23 09:13:35,080 - mmdet - INFO - Epoch [33][6100/7330] lr: 3.778e-08, eta: 4:53:36, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0285, loss_cls: 0.1339, acc: 94.8435, loss_bbox: 0.1860, loss_mask: 0.1937, loss: 0.5585 +2022-09-23 09:14:11,381 - mmdet - INFO - Epoch [33][6150/7330] lr: 3.778e-08, eta: 4:52:58, time: 0.726, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0263, loss_cls: 0.1287, acc: 95.1248, loss_bbox: 0.1771, loss_mask: 0.1910, loss: 0.5394 +2022-09-23 09:14:48,641 - mmdet - INFO - Epoch [33][6200/7330] lr: 3.778e-08, eta: 4:52:20, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0252, loss_cls: 0.1229, acc: 95.3225, loss_bbox: 0.1749, loss_mask: 0.1889, loss: 0.5268 +2022-09-23 09:15:25,929 - mmdet - INFO - Epoch [33][6250/7330] lr: 3.778e-08, eta: 4:51:42, time: 0.745, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0288, loss_cls: 0.1348, acc: 94.8799, loss_bbox: 0.1911, loss_mask: 0.1961, loss: 0.5685 +2022-09-23 09:16:02,475 - mmdet - INFO - Epoch [33][6300/7330] lr: 3.778e-08, eta: 4:51:03, time: 0.732, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0280, loss_cls: 0.1266, acc: 95.2029, loss_bbox: 0.1778, loss_mask: 0.1923, loss: 0.5406 +2022-09-23 09:16:39,715 - mmdet - INFO - Epoch [33][6350/7330] lr: 3.778e-08, eta: 4:50:25, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0244, loss_cls: 0.1243, acc: 95.2065, loss_bbox: 0.1747, loss_mask: 0.1895, loss: 0.5276 +2022-09-23 09:17:16,394 - mmdet - INFO - Epoch [33][6400/7330] lr: 3.778e-08, eta: 4:49:47, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0268, loss_cls: 0.1295, acc: 95.0705, loss_bbox: 0.1837, loss_mask: 0.1905, loss: 0.5461 +2022-09-23 09:17:53,003 - mmdet - INFO - Epoch [33][6450/7330] lr: 3.778e-08, eta: 4:49:09, time: 0.732, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0268, loss_cls: 0.1265, acc: 95.1758, loss_bbox: 0.1770, loss_mask: 0.1912, loss: 0.5379 +2022-09-23 09:18:29,828 - mmdet - INFO - Epoch [33][6500/7330] lr: 3.778e-08, eta: 4:48:31, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0261, loss_cls: 0.1219, acc: 95.4133, loss_bbox: 0.1721, loss_mask: 0.1866, loss: 0.5227 +2022-09-23 09:19:06,771 - mmdet - INFO - Epoch [33][6550/7330] lr: 3.778e-08, eta: 4:47:53, time: 0.739, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0261, loss_cls: 0.1298, acc: 95.1348, loss_bbox: 0.1769, loss_mask: 0.1917, loss: 0.5412 +2022-09-23 09:19:44,474 - mmdet - INFO - Epoch [33][6600/7330] lr: 3.778e-08, eta: 4:47:15, time: 0.754, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0291, loss_cls: 0.1313, acc: 94.9626, loss_bbox: 0.1838, loss_mask: 0.1951, loss: 0.5566 +2022-09-23 09:20:21,405 - mmdet - INFO - Epoch [33][6650/7330] lr: 3.778e-08, eta: 4:46:36, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0288, loss_cls: 0.1360, acc: 94.8608, loss_bbox: 0.1852, loss_mask: 0.1953, loss: 0.5632 +2022-09-23 09:20:58,756 - mmdet - INFO - Epoch [33][6700/7330] lr: 3.778e-08, eta: 4:45:58, time: 0.747, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0275, loss_cls: 0.1297, acc: 95.0669, loss_bbox: 0.1844, loss_mask: 0.1938, loss: 0.5522 +2022-09-23 09:21:35,795 - mmdet - INFO - Epoch [33][6750/7330] lr: 3.778e-08, eta: 4:45:20, time: 0.740, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0261, loss_cls: 0.1261, acc: 95.2551, loss_bbox: 0.1770, loss_mask: 0.1936, loss: 0.5395 +2022-09-23 09:22:12,646 - mmdet - INFO - Epoch [33][6800/7330] lr: 3.778e-08, eta: 4:44:42, time: 0.738, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0190, loss_rpn_bbox: 0.0299, loss_cls: 0.1342, acc: 94.9446, loss_bbox: 0.1845, loss_mask: 0.1941, loss: 0.5616 +2022-09-23 09:22:49,547 - mmdet - INFO - Epoch [33][6850/7330] lr: 3.778e-08, eta: 4:44:04, time: 0.738, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0267, loss_cls: 0.1263, acc: 95.2659, loss_bbox: 0.1801, loss_mask: 0.1933, loss: 0.5430 +2022-09-23 09:23:26,600 - mmdet - INFO - Epoch [33][6900/7330] lr: 3.778e-08, eta: 4:43:26, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0284, loss_cls: 0.1343, acc: 94.9290, loss_bbox: 0.1834, loss_mask: 0.1939, loss: 0.5587 +2022-09-23 09:24:03,936 - mmdet - INFO - Epoch [33][6950/7330] lr: 3.778e-08, eta: 4:42:48, time: 0.747, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0276, loss_cls: 0.1266, acc: 95.2087, loss_bbox: 0.1785, loss_mask: 0.1909, loss: 0.5404 +2022-09-23 09:24:41,468 - mmdet - INFO - Epoch [33][7000/7330] lr: 3.778e-08, eta: 4:42:10, time: 0.751, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0276, loss_cls: 0.1333, acc: 94.9492, loss_bbox: 0.1849, loss_mask: 0.2000, loss: 0.5626 +2022-09-23 09:25:18,566 - mmdet - INFO - Epoch [33][7050/7330] lr: 3.778e-08, eta: 4:41:32, time: 0.742, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0286, loss_cls: 0.1271, acc: 95.2173, loss_bbox: 0.1815, loss_mask: 0.1956, loss: 0.5486 +2022-09-23 09:25:55,346 - mmdet - INFO - Epoch [33][7100/7330] lr: 3.778e-08, eta: 4:40:54, time: 0.736, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0266, loss_cls: 0.1299, acc: 95.0569, loss_bbox: 0.1785, loss_mask: 0.1906, loss: 0.5429 +2022-09-23 09:26:32,117 - mmdet - INFO - Epoch [33][7150/7330] lr: 3.778e-08, eta: 4:40:15, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0275, loss_cls: 0.1267, acc: 95.2371, loss_bbox: 0.1757, loss_mask: 0.1915, loss: 0.5363 +2022-09-23 09:27:09,695 - mmdet - INFO - Epoch [33][7200/7330] lr: 3.778e-08, eta: 4:39:37, time: 0.752, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0264, loss_cls: 0.1279, acc: 95.1797, loss_bbox: 0.1767, loss_mask: 0.1901, loss: 0.5364 +2022-09-23 09:27:46,411 - mmdet - INFO - Epoch [33][7250/7330] lr: 3.778e-08, eta: 4:38:59, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0246, loss_cls: 0.1228, acc: 95.4016, loss_bbox: 0.1704, loss_mask: 0.1868, loss: 0.5194 +2022-09-23 09:28:22,954 - mmdet - INFO - Epoch [33][7300/7330] lr: 3.778e-08, eta: 4:38:21, time: 0.730, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0254, loss_cls: 0.1331, acc: 94.9279, loss_bbox: 0.1831, loss_mask: 0.1953, loss: 0.5535 +2022-09-23 09:28:55,400 - mmdet - INFO - Saving checkpoint at 33 epochs +2022-09-23 09:31:14,949 - mmdet - INFO - Evaluating bbox... +2022-09-23 09:31:41,360 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.519 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.737 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.566 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.359 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.559 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.670 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.631 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.631 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.631 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.470 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.669 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.778 + +2022-09-23 09:31:41,360 - mmdet - INFO - Evaluating segm... +2022-09-23 09:32:07,979 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.460 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.706 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.497 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.264 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.492 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.654 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.565 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.565 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.565 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.398 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.606 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.729 + +2022-09-23 09:32:08,404 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 09:32:08,406 - mmdet - INFO - Epoch(val) [33][625] bbox_mAP: 0.5190, bbox_mAP_50: 0.7370, bbox_mAP_75: 0.5660, bbox_mAP_s: 0.3590, bbox_mAP_m: 0.5590, bbox_mAP_l: 0.6700, bbox_mAP_copypaste: 0.519 0.737 0.566 0.359 0.559 0.670, segm_mAP: 0.4600, segm_mAP_50: 0.7060, segm_mAP_75: 0.4970, segm_mAP_s: 0.2640, segm_mAP_m: 0.4920, segm_mAP_l: 0.6540, segm_mAP_copypaste: 0.460 0.706 0.497 0.264 0.492 0.654 +2022-09-23 09:34:47,584 - mmdet - INFO - Epoch [34][50/7330] lr: 3.778e-09, eta: 4:37:40, time: 3.183, data_time: 2.427, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0251, loss_cls: 0.1235, acc: 95.3450, loss_bbox: 0.1737, loss_mask: 0.1903, loss: 0.5279 +2022-09-23 09:35:24,715 - mmdet - INFO - Epoch [34][100/7330] lr: 3.778e-09, eta: 4:37:02, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0277, loss_cls: 0.1342, acc: 94.9143, loss_bbox: 0.1856, loss_mask: 0.1997, loss: 0.5640 +2022-09-23 09:36:02,075 - mmdet - INFO - Epoch [34][150/7330] lr: 3.778e-09, eta: 4:36:24, time: 0.748, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0285, loss_cls: 0.1317, acc: 94.9758, loss_bbox: 0.1831, loss_mask: 0.1934, loss: 0.5524 +2022-09-23 09:36:39,122 - mmdet - INFO - Epoch [34][200/7330] lr: 3.778e-09, eta: 4:35:46, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0271, loss_cls: 0.1250, acc: 95.3123, loss_bbox: 0.1762, loss_mask: 0.1890, loss: 0.5348 +2022-09-23 09:37:16,457 - mmdet - INFO - Epoch [34][250/7330] lr: 3.778e-09, eta: 4:35:08, time: 0.747, data_time: 0.013, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0262, loss_cls: 0.1290, acc: 95.2041, loss_bbox: 0.1792, loss_mask: 0.1937, loss: 0.5441 +2022-09-23 09:37:54,448 - mmdet - INFO - Epoch [34][300/7330] lr: 3.778e-09, eta: 4:34:30, time: 0.760, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0258, loss_cls: 0.1291, acc: 95.1445, loss_bbox: 0.1774, loss_mask: 0.1924, loss: 0.5386 +2022-09-23 09:38:31,274 - mmdet - INFO - Epoch [34][350/7330] lr: 3.778e-09, eta: 4:33:51, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0265, loss_cls: 0.1303, acc: 94.9961, loss_bbox: 0.1841, loss_mask: 0.1956, loss: 0.5510 +2022-09-23 09:39:08,593 - mmdet - INFO - Epoch [34][400/7330] lr: 3.778e-09, eta: 4:33:13, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0268, loss_cls: 0.1286, acc: 95.0996, loss_bbox: 0.1833, loss_mask: 0.1936, loss: 0.5466 +2022-09-23 09:39:45,931 - mmdet - INFO - Epoch [34][450/7330] lr: 3.778e-09, eta: 4:32:35, time: 0.748, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0282, loss_cls: 0.1254, acc: 95.2815, loss_bbox: 0.1809, loss_mask: 0.1931, loss: 0.5450 +2022-09-23 09:40:23,506 - mmdet - INFO - Epoch [34][500/7330] lr: 3.778e-09, eta: 4:31:57, time: 0.751, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0268, loss_cls: 0.1292, acc: 95.0464, loss_bbox: 0.1817, loss_mask: 0.1908, loss: 0.5441 +2022-09-23 09:41:00,899 - mmdet - INFO - Epoch [34][550/7330] lr: 3.778e-09, eta: 4:31:19, time: 0.748, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0263, loss_cls: 0.1273, acc: 95.1130, loss_bbox: 0.1778, loss_mask: 0.1963, loss: 0.5445 +2022-09-23 09:41:38,408 - mmdet - INFO - Epoch [34][600/7330] lr: 3.778e-09, eta: 4:30:41, time: 0.749, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0277, loss_cls: 0.1296, acc: 95.0044, loss_bbox: 0.1798, loss_mask: 0.1891, loss: 0.5433 +2022-09-23 09:42:16,583 - mmdet - INFO - Epoch [34][650/7330] lr: 3.778e-09, eta: 4:30:03, time: 0.763, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0271, loss_cls: 0.1310, acc: 94.9561, loss_bbox: 0.1835, loss_mask: 0.1949, loss: 0.5522 +2022-09-23 09:42:54,457 - mmdet - INFO - Epoch [34][700/7330] lr: 3.778e-09, eta: 4:29:25, time: 0.759, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0270, loss_cls: 0.1339, acc: 94.9004, loss_bbox: 0.1842, loss_mask: 0.1945, loss: 0.5555 +2022-09-23 09:43:31,786 - mmdet - INFO - Epoch [34][750/7330] lr: 3.778e-09, eta: 4:28:47, time: 0.747, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0270, loss_cls: 0.1292, acc: 95.1038, loss_bbox: 0.1847, loss_mask: 0.1912, loss: 0.5468 +2022-09-23 09:44:08,553 - mmdet - INFO - Epoch [34][800/7330] lr: 3.778e-09, eta: 4:28:09, time: 0.735, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0272, loss_cls: 0.1304, acc: 95.0974, loss_bbox: 0.1812, loss_mask: 0.1957, loss: 0.5524 +2022-09-23 09:44:45,624 - mmdet - INFO - Epoch [34][850/7330] lr: 3.778e-09, eta: 4:27:31, time: 0.742, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0278, loss_cls: 0.1316, acc: 94.9531, loss_bbox: 0.1833, loss_mask: 0.1910, loss: 0.5498 +2022-09-23 09:45:22,855 - mmdet - INFO - Epoch [34][900/7330] lr: 3.778e-09, eta: 4:26:53, time: 0.745, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0258, loss_cls: 0.1281, acc: 95.1887, loss_bbox: 0.1798, loss_mask: 0.1926, loss: 0.5410 +2022-09-23 09:45:59,838 - mmdet - INFO - Epoch [34][950/7330] lr: 3.778e-09, eta: 4:26:14, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0261, loss_cls: 0.1226, acc: 95.3667, loss_bbox: 0.1738, loss_mask: 0.1864, loss: 0.5232 +2022-09-23 09:46:37,159 - mmdet - INFO - Epoch [34][1000/7330] lr: 3.778e-09, eta: 4:25:36, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0273, loss_cls: 0.1339, acc: 94.8530, loss_bbox: 0.1879, loss_mask: 0.1931, loss: 0.5578 +2022-09-23 09:47:14,713 - mmdet - INFO - Epoch [34][1050/7330] lr: 3.778e-09, eta: 4:24:58, time: 0.752, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0269, loss_cls: 0.1261, acc: 95.2405, loss_bbox: 0.1773, loss_mask: 0.1889, loss: 0.5347 +2022-09-23 09:47:51,511 - mmdet - INFO - Epoch [34][1100/7330] lr: 3.778e-09, eta: 4:24:20, time: 0.736, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0291, loss_cls: 0.1321, acc: 94.8899, loss_bbox: 0.1876, loss_mask: 0.1974, loss: 0.5635 +2022-09-23 09:48:28,886 - mmdet - INFO - Epoch [34][1150/7330] lr: 3.778e-09, eta: 4:23:42, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0278, loss_cls: 0.1282, acc: 95.0686, loss_bbox: 0.1804, loss_mask: 0.1903, loss: 0.5436 +2022-09-23 09:49:05,573 - mmdet - INFO - Epoch [34][1200/7330] lr: 3.778e-09, eta: 4:23:04, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0252, loss_cls: 0.1267, acc: 95.1809, loss_bbox: 0.1747, loss_mask: 0.1891, loss: 0.5314 +2022-09-23 09:49:43,313 - mmdet - INFO - Epoch [34][1250/7330] lr: 3.778e-09, eta: 4:22:26, time: 0.755, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0183, loss_rpn_bbox: 0.0308, loss_cls: 0.1398, acc: 94.6633, loss_bbox: 0.1997, loss_mask: 0.2017, loss: 0.5902 +2022-09-23 09:50:20,730 - mmdet - INFO - Epoch [34][1300/7330] lr: 3.778e-09, eta: 4:21:48, time: 0.748, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0265, loss_cls: 0.1247, acc: 95.3491, loss_bbox: 0.1777, loss_mask: 0.1907, loss: 0.5349 +2022-09-23 09:50:57,482 - mmdet - INFO - Epoch [34][1350/7330] lr: 3.778e-09, eta: 4:21:10, time: 0.735, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0272, loss_cls: 0.1302, acc: 95.0229, loss_bbox: 0.1794, loss_mask: 0.1952, loss: 0.5495 +2022-09-23 09:51:35,048 - mmdet - INFO - Epoch [34][1400/7330] lr: 3.778e-09, eta: 4:20:32, time: 0.750, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0272, loss_cls: 0.1269, acc: 95.2615, loss_bbox: 0.1749, loss_mask: 0.1906, loss: 0.5355 +2022-09-23 09:52:11,889 - mmdet - INFO - Epoch [34][1450/7330] lr: 3.778e-09, eta: 4:19:53, time: 0.738, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0274, loss_cls: 0.1303, acc: 94.9976, loss_bbox: 0.1831, loss_mask: 0.1923, loss: 0.5490 +2022-09-23 09:52:48,827 - mmdet - INFO - Epoch [34][1500/7330] lr: 3.778e-09, eta: 4:19:15, time: 0.739, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0246, loss_cls: 0.1208, acc: 95.4539, loss_bbox: 0.1701, loss_mask: 0.1851, loss: 0.5152 +2022-09-23 09:53:25,677 - mmdet - INFO - Epoch [34][1550/7330] lr: 3.778e-09, eta: 4:18:37, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0271, loss_cls: 0.1243, acc: 95.2361, loss_bbox: 0.1750, loss_mask: 0.1878, loss: 0.5293 +2022-09-23 09:54:02,775 - mmdet - INFO - Epoch [34][1600/7330] lr: 3.778e-09, eta: 4:17:59, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0272, loss_cls: 0.1249, acc: 95.2698, loss_bbox: 0.1759, loss_mask: 0.1904, loss: 0.5343 +2022-09-23 09:54:40,154 - mmdet - INFO - Epoch [34][1650/7330] lr: 3.778e-09, eta: 4:17:21, time: 0.748, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0267, loss_cls: 0.1271, acc: 95.1396, loss_bbox: 0.1784, loss_mask: 0.1901, loss: 0.5381 +2022-09-23 09:55:16,944 - mmdet - INFO - Epoch [34][1700/7330] lr: 3.778e-09, eta: 4:16:43, time: 0.735, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0272, loss_cls: 0.1312, acc: 95.0564, loss_bbox: 0.1819, loss_mask: 0.1973, loss: 0.5542 +2022-09-23 09:55:54,730 - mmdet - INFO - Epoch [34][1750/7330] lr: 3.778e-09, eta: 4:16:05, time: 0.756, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0271, loss_cls: 0.1297, acc: 95.0168, loss_bbox: 0.1841, loss_mask: 0.1949, loss: 0.5506 +2022-09-23 09:56:31,973 - mmdet - INFO - Epoch [34][1800/7330] lr: 3.778e-09, eta: 4:15:27, time: 0.745, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0263, loss_cls: 0.1296, acc: 95.1274, loss_bbox: 0.1780, loss_mask: 0.1939, loss: 0.5445 +2022-09-23 09:57:09,053 - mmdet - INFO - Epoch [34][1850/7330] lr: 3.778e-09, eta: 4:14:49, time: 0.742, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0261, loss_cls: 0.1245, acc: 95.2458, loss_bbox: 0.1773, loss_mask: 0.1891, loss: 0.5329 +2022-09-23 09:57:46,118 - mmdet - INFO - Epoch [34][1900/7330] lr: 3.778e-09, eta: 4:14:10, time: 0.741, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0266, loss_cls: 0.1334, acc: 94.9380, loss_bbox: 0.1822, loss_mask: 0.1919, loss: 0.5499 +2022-09-23 09:58:23,049 - mmdet - INFO - Epoch [34][1950/7330] lr: 3.778e-09, eta: 4:13:32, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0257, loss_cls: 0.1235, acc: 95.2571, loss_bbox: 0.1767, loss_mask: 0.1887, loss: 0.5282 +2022-09-23 09:58:59,676 - mmdet - INFO - Epoch [34][2000/7330] lr: 3.778e-09, eta: 4:12:54, time: 0.733, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0276, loss_cls: 0.1282, acc: 95.1177, loss_bbox: 0.1813, loss_mask: 0.1974, loss: 0.5503 +2022-09-23 09:59:36,325 - mmdet - INFO - Epoch [34][2050/7330] lr: 3.778e-09, eta: 4:12:16, time: 0.733, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0265, loss_cls: 0.1255, acc: 95.2102, loss_bbox: 0.1803, loss_mask: 0.1929, loss: 0.5410 +2022-09-23 10:00:13,559 - mmdet - INFO - Epoch [34][2100/7330] lr: 3.778e-09, eta: 4:11:38, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0280, loss_cls: 0.1298, acc: 95.0540, loss_bbox: 0.1800, loss_mask: 0.1920, loss: 0.5464 +2022-09-23 10:00:49,881 - mmdet - INFO - Epoch [34][2150/7330] lr: 3.778e-09, eta: 4:11:00, time: 0.727, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0273, loss_cls: 0.1260, acc: 95.2310, loss_bbox: 0.1758, loss_mask: 0.1951, loss: 0.5397 +2022-09-23 10:01:27,262 - mmdet - INFO - Epoch [34][2200/7330] lr: 3.778e-09, eta: 4:10:22, time: 0.748, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0279, loss_cls: 0.1305, acc: 95.1018, loss_bbox: 0.1812, loss_mask: 0.1934, loss: 0.5506 +2022-09-23 10:02:03,993 - mmdet - INFO - Epoch [34][2250/7330] lr: 3.778e-09, eta: 4:09:43, time: 0.735, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0265, loss_cls: 0.1276, acc: 95.2122, loss_bbox: 0.1785, loss_mask: 0.1893, loss: 0.5367 +2022-09-23 10:02:40,007 - mmdet - INFO - Epoch [34][2300/7330] lr: 3.778e-09, eta: 4:09:05, time: 0.720, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0260, loss_cls: 0.1278, acc: 95.3032, loss_bbox: 0.1773, loss_mask: 0.1903, loss: 0.5376 +2022-09-23 10:03:16,006 - mmdet - INFO - Epoch [34][2350/7330] lr: 3.778e-09, eta: 4:08:27, time: 0.720, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0280, loss_cls: 0.1315, acc: 94.9077, loss_bbox: 0.1821, loss_mask: 0.1940, loss: 0.5524 +2022-09-23 10:03:52,736 - mmdet - INFO - Epoch [34][2400/7330] lr: 3.778e-09, eta: 4:07:49, time: 0.734, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0275, loss_cls: 0.1260, acc: 95.1252, loss_bbox: 0.1755, loss_mask: 0.1929, loss: 0.5370 +2022-09-23 10:04:29,791 - mmdet - INFO - Epoch [34][2450/7330] lr: 3.778e-09, eta: 4:07:10, time: 0.741, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0255, loss_cls: 0.1295, acc: 95.0867, loss_bbox: 0.1810, loss_mask: 0.1929, loss: 0.5449 +2022-09-23 10:05:06,202 - mmdet - INFO - Epoch [34][2500/7330] lr: 3.778e-09, eta: 4:06:32, time: 0.728, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0262, loss_cls: 0.1233, acc: 95.2939, loss_bbox: 0.1772, loss_mask: 0.1904, loss: 0.5326 +2022-09-23 10:05:42,982 - mmdet - INFO - Epoch [34][2550/7330] lr: 3.778e-09, eta: 4:05:54, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0269, loss_cls: 0.1265, acc: 95.1074, loss_bbox: 0.1778, loss_mask: 0.1901, loss: 0.5359 +2022-09-23 10:06:20,421 - mmdet - INFO - Epoch [34][2600/7330] lr: 3.778e-09, eta: 4:05:16, time: 0.749, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0292, loss_cls: 0.1392, acc: 94.7769, loss_bbox: 0.1915, loss_mask: 0.1990, loss: 0.5775 +2022-09-23 10:06:57,018 - mmdet - INFO - Epoch [34][2650/7330] lr: 3.778e-09, eta: 4:04:38, time: 0.732, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0282, loss_cls: 0.1284, acc: 95.1028, loss_bbox: 0.1800, loss_mask: 0.1930, loss: 0.5476 +2022-09-23 10:07:33,088 - mmdet - INFO - Epoch [34][2700/7330] lr: 3.778e-09, eta: 4:04:00, time: 0.721, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0257, loss_cls: 0.1230, acc: 95.3101, loss_bbox: 0.1766, loss_mask: 0.1899, loss: 0.5313 +2022-09-23 10:08:09,651 - mmdet - INFO - Epoch [34][2750/7330] lr: 3.778e-09, eta: 4:03:21, time: 0.731, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0279, loss_cls: 0.1322, acc: 94.9280, loss_bbox: 0.1855, loss_mask: 0.1949, loss: 0.5572 +2022-09-23 10:08:46,437 - mmdet - INFO - Epoch [34][2800/7330] lr: 3.778e-09, eta: 4:02:43, time: 0.736, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0282, loss_cls: 0.1287, acc: 95.1262, loss_bbox: 0.1788, loss_mask: 0.1915, loss: 0.5432 +2022-09-23 10:09:23,421 - mmdet - INFO - Epoch [34][2850/7330] lr: 3.778e-09, eta: 4:02:05, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0275, loss_cls: 0.1321, acc: 94.9780, loss_bbox: 0.1815, loss_mask: 0.1959, loss: 0.5542 +2022-09-23 10:10:00,538 - mmdet - INFO - Epoch [34][2900/7330] lr: 3.778e-09, eta: 4:01:27, time: 0.742, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0275, loss_cls: 0.1313, acc: 95.0359, loss_bbox: 0.1798, loss_mask: 0.1888, loss: 0.5449 +2022-09-23 10:10:37,391 - mmdet - INFO - Epoch [34][2950/7330] lr: 3.778e-09, eta: 4:00:49, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0294, loss_cls: 0.1342, acc: 94.8516, loss_bbox: 0.1885, loss_mask: 0.1933, loss: 0.5615 +2022-09-23 10:11:13,623 - mmdet - INFO - Epoch [34][3000/7330] lr: 3.778e-09, eta: 4:00:11, time: 0.724, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0291, loss_cls: 0.1334, acc: 94.9790, loss_bbox: 0.1801, loss_mask: 0.1908, loss: 0.5503 +2022-09-23 10:11:50,703 - mmdet - INFO - Epoch [34][3050/7330] lr: 3.778e-09, eta: 3:59:33, time: 0.741, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0292, loss_cls: 0.1343, acc: 94.9138, loss_bbox: 0.1839, loss_mask: 0.1946, loss: 0.5607 +2022-09-23 10:12:27,609 - mmdet - INFO - Epoch [34][3100/7330] lr: 3.778e-09, eta: 3:58:55, time: 0.739, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0270, loss_cls: 0.1296, acc: 95.1611, loss_bbox: 0.1798, loss_mask: 0.1919, loss: 0.5423 +2022-09-23 10:13:04,262 - mmdet - INFO - Epoch [34][3150/7330] lr: 3.778e-09, eta: 3:58:16, time: 0.733, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0263, loss_cls: 0.1246, acc: 95.2908, loss_bbox: 0.1701, loss_mask: 0.1857, loss: 0.5220 +2022-09-23 10:13:41,561 - mmdet - INFO - Epoch [34][3200/7330] lr: 3.778e-09, eta: 3:57:38, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0280, loss_cls: 0.1260, acc: 95.2312, loss_bbox: 0.1773, loss_mask: 0.1908, loss: 0.5378 +2022-09-23 10:14:18,390 - mmdet - INFO - Epoch [34][3250/7330] lr: 3.778e-09, eta: 3:57:00, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0255, loss_cls: 0.1268, acc: 95.1189, loss_bbox: 0.1798, loss_mask: 0.1869, loss: 0.5359 +2022-09-23 10:14:54,592 - mmdet - INFO - Epoch [34][3300/7330] lr: 3.778e-09, eta: 3:56:22, time: 0.723, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0269, loss_cls: 0.1264, acc: 95.1450, loss_bbox: 0.1755, loss_mask: 0.1902, loss: 0.5342 +2022-09-23 10:15:31,243 - mmdet - INFO - Epoch [34][3350/7330] lr: 3.778e-09, eta: 3:55:44, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0270, loss_cls: 0.1257, acc: 95.1868, loss_bbox: 0.1784, loss_mask: 0.1934, loss: 0.5415 +2022-09-23 10:16:08,259 - mmdet - INFO - Epoch [34][3400/7330] lr: 3.778e-09, eta: 3:55:06, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0274, loss_cls: 0.1263, acc: 95.2522, loss_bbox: 0.1768, loss_mask: 0.1896, loss: 0.5374 +2022-09-23 10:16:45,537 - mmdet - INFO - Epoch [34][3450/7330] lr: 3.778e-09, eta: 3:54:28, time: 0.746, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0300, loss_cls: 0.1301, acc: 95.0881, loss_bbox: 0.1862, loss_mask: 0.1955, loss: 0.5590 +2022-09-23 10:17:21,649 - mmdet - INFO - Epoch [34][3500/7330] lr: 3.778e-09, eta: 3:53:49, time: 0.722, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0250, loss_cls: 0.1239, acc: 95.2830, loss_bbox: 0.1732, loss_mask: 0.1898, loss: 0.5259 +2022-09-23 10:17:59,129 - mmdet - INFO - Epoch [34][3550/7330] lr: 3.778e-09, eta: 3:53:11, time: 0.750, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0296, loss_cls: 0.1348, acc: 94.7598, loss_bbox: 0.1869, loss_mask: 0.1913, loss: 0.5595 +2022-09-23 10:18:36,543 - mmdet - INFO - Epoch [34][3600/7330] lr: 3.778e-09, eta: 3:52:33, time: 0.748, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0247, loss_cls: 0.1202, acc: 95.4617, loss_bbox: 0.1688, loss_mask: 0.1923, loss: 0.5213 +2022-09-23 10:19:13,024 - mmdet - INFO - Epoch [34][3650/7330] lr: 3.778e-09, eta: 3:51:55, time: 0.730, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0285, loss_cls: 0.1303, acc: 95.0925, loss_bbox: 0.1859, loss_mask: 0.1916, loss: 0.5519 +2022-09-23 10:19:50,318 - mmdet - INFO - Epoch [34][3700/7330] lr: 3.778e-09, eta: 3:51:17, time: 0.746, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0270, loss_cls: 0.1293, acc: 95.1462, loss_bbox: 0.1806, loss_mask: 0.1983, loss: 0.5503 +2022-09-23 10:20:27,624 - mmdet - INFO - Epoch [34][3750/7330] lr: 3.778e-09, eta: 3:50:39, time: 0.746, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0269, loss_cls: 0.1290, acc: 95.0779, loss_bbox: 0.1800, loss_mask: 0.1932, loss: 0.5444 +2022-09-23 10:21:04,345 - mmdet - INFO - Epoch [34][3800/7330] lr: 3.778e-09, eta: 3:50:01, time: 0.734, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0264, loss_cls: 0.1297, acc: 95.0845, loss_bbox: 0.1826, loss_mask: 0.1949, loss: 0.5491 +2022-09-23 10:21:41,388 - mmdet - INFO - Epoch [34][3850/7330] lr: 3.778e-09, eta: 3:49:23, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0269, loss_cls: 0.1312, acc: 94.9819, loss_bbox: 0.1799, loss_mask: 0.1921, loss: 0.5461 +2022-09-23 10:22:18,766 - mmdet - INFO - Epoch [34][3900/7330] lr: 3.778e-09, eta: 3:48:45, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0276, loss_cls: 0.1277, acc: 95.1514, loss_bbox: 0.1838, loss_mask: 0.1959, loss: 0.5520 +2022-09-23 10:22:55,023 - mmdet - INFO - Epoch [34][3950/7330] lr: 3.778e-09, eta: 3:48:07, time: 0.725, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0262, loss_cls: 0.1253, acc: 95.3228, loss_bbox: 0.1736, loss_mask: 0.1870, loss: 0.5294 +2022-09-23 10:23:31,714 - mmdet - INFO - Epoch [34][4000/7330] lr: 3.778e-09, eta: 3:47:29, time: 0.734, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0258, loss_cls: 0.1229, acc: 95.2800, loss_bbox: 0.1713, loss_mask: 0.1912, loss: 0.5260 +2022-09-23 10:24:08,639 - mmdet - INFO - Epoch [34][4050/7330] lr: 3.778e-09, eta: 3:46:50, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0267, loss_cls: 0.1280, acc: 95.2061, loss_bbox: 0.1793, loss_mask: 0.1927, loss: 0.5433 +2022-09-23 10:24:45,458 - mmdet - INFO - Epoch [34][4100/7330] lr: 3.778e-09, eta: 3:46:12, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0274, loss_cls: 0.1300, acc: 95.0242, loss_bbox: 0.1804, loss_mask: 0.1927, loss: 0.5464 +2022-09-23 10:25:21,545 - mmdet - INFO - Epoch [34][4150/7330] lr: 3.778e-09, eta: 3:45:34, time: 0.722, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0282, loss_cls: 0.1372, acc: 94.7709, loss_bbox: 0.1887, loss_mask: 0.1959, loss: 0.5671 +2022-09-23 10:25:59,245 - mmdet - INFO - Epoch [34][4200/7330] lr: 3.778e-09, eta: 3:44:56, time: 0.754, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0256, loss_cls: 0.1259, acc: 95.2390, loss_bbox: 0.1752, loss_mask: 0.1915, loss: 0.5346 +2022-09-23 10:26:36,375 - mmdet - INFO - Epoch [34][4250/7330] lr: 3.778e-09, eta: 3:44:18, time: 0.743, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0272, loss_cls: 0.1289, acc: 95.0813, loss_bbox: 0.1796, loss_mask: 0.1944, loss: 0.5465 +2022-09-23 10:27:13,115 - mmdet - INFO - Epoch [34][4300/7330] lr: 3.778e-09, eta: 3:43:40, time: 0.735, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0265, loss_cls: 0.1291, acc: 95.1121, loss_bbox: 0.1827, loss_mask: 0.1888, loss: 0.5425 +2022-09-23 10:27:52,839 - mmdet - INFO - Epoch [34][4350/7330] lr: 3.778e-09, eta: 3:43:02, time: 0.794, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0266, loss_cls: 0.1307, acc: 95.0137, loss_bbox: 0.1849, loss_mask: 0.1955, loss: 0.5547 +2022-09-23 10:28:29,091 - mmdet - INFO - Epoch [34][4400/7330] lr: 3.778e-09, eta: 3:42:24, time: 0.725, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0272, loss_cls: 0.1252, acc: 95.1318, loss_bbox: 0.1809, loss_mask: 0.1970, loss: 0.5459 +2022-09-23 10:29:06,009 - mmdet - INFO - Epoch [34][4450/7330] lr: 3.778e-09, eta: 3:41:46, time: 0.738, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0248, loss_cls: 0.1231, acc: 95.4011, loss_bbox: 0.1750, loss_mask: 0.1848, loss: 0.5220 +2022-09-23 10:29:42,686 - mmdet - INFO - Epoch [34][4500/7330] lr: 3.778e-09, eta: 3:41:08, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0285, loss_cls: 0.1326, acc: 95.0178, loss_bbox: 0.1854, loss_mask: 0.1980, loss: 0.5604 +2022-09-23 10:30:19,845 - mmdet - INFO - Epoch [34][4550/7330] lr: 3.778e-09, eta: 3:40:30, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0275, loss_cls: 0.1240, acc: 95.2598, loss_bbox: 0.1719, loss_mask: 0.1907, loss: 0.5301 +2022-09-23 10:30:56,718 - mmdet - INFO - Epoch [34][4600/7330] lr: 3.778e-09, eta: 3:39:52, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0269, loss_cls: 0.1264, acc: 95.2026, loss_bbox: 0.1805, loss_mask: 0.1957, loss: 0.5447 +2022-09-23 10:31:34,527 - mmdet - INFO - Epoch [34][4650/7330] lr: 3.778e-09, eta: 3:39:14, time: 0.756, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0300, loss_cls: 0.1294, acc: 95.0144, loss_bbox: 0.1832, loss_mask: 0.1946, loss: 0.5542 +2022-09-23 10:32:11,636 - mmdet - INFO - Epoch [34][4700/7330] lr: 3.778e-09, eta: 3:38:36, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0266, loss_cls: 0.1269, acc: 95.1565, loss_bbox: 0.1798, loss_mask: 0.1907, loss: 0.5406 +2022-09-23 10:32:49,386 - mmdet - INFO - Epoch [34][4750/7330] lr: 3.778e-09, eta: 3:37:58, time: 0.755, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0266, loss_cls: 0.1268, acc: 95.1982, loss_bbox: 0.1765, loss_mask: 0.1909, loss: 0.5360 +2022-09-23 10:33:26,207 - mmdet - INFO - Epoch [34][4800/7330] lr: 3.778e-09, eta: 3:37:20, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0282, loss_cls: 0.1313, acc: 94.9294, loss_bbox: 0.1870, loss_mask: 0.1981, loss: 0.5600 +2022-09-23 10:34:02,995 - mmdet - INFO - Epoch [34][4850/7330] lr: 3.778e-09, eta: 3:36:42, time: 0.736, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0268, loss_cls: 0.1264, acc: 95.2029, loss_bbox: 0.1766, loss_mask: 0.1934, loss: 0.5379 +2022-09-23 10:34:40,301 - mmdet - INFO - Epoch [34][4900/7330] lr: 3.778e-09, eta: 3:36:04, time: 0.745, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0270, loss_cls: 0.1332, acc: 94.9949, loss_bbox: 0.1857, loss_mask: 0.2000, loss: 0.5631 +2022-09-23 10:35:16,490 - mmdet - INFO - Epoch [34][4950/7330] lr: 3.778e-09, eta: 3:35:25, time: 0.725, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0263, loss_cls: 0.1236, acc: 95.2219, loss_bbox: 0.1752, loss_mask: 0.1884, loss: 0.5282 +2022-09-23 10:35:53,480 - mmdet - INFO - Epoch [34][5000/7330] lr: 3.778e-09, eta: 3:34:47, time: 0.740, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0279, loss_cls: 0.1295, acc: 95.0269, loss_bbox: 0.1827, loss_mask: 0.1869, loss: 0.5431 +2022-09-23 10:36:30,020 - mmdet - INFO - Epoch [34][5050/7330] lr: 3.778e-09, eta: 3:34:09, time: 0.731, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0269, loss_cls: 0.1298, acc: 95.0925, loss_bbox: 0.1840, loss_mask: 0.1926, loss: 0.5509 +2022-09-23 10:37:06,612 - mmdet - INFO - Epoch [34][5100/7330] lr: 3.778e-09, eta: 3:33:31, time: 0.732, data_time: 0.013, memory: 54014, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0257, loss_cls: 0.1201, acc: 95.4719, loss_bbox: 0.1695, loss_mask: 0.1888, loss: 0.5186 +2022-09-23 10:37:44,326 - mmdet - INFO - Epoch [34][5150/7330] lr: 3.778e-09, eta: 3:32:53, time: 0.754, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0265, loss_cls: 0.1326, acc: 94.9832, loss_bbox: 0.1844, loss_mask: 0.1898, loss: 0.5497 +2022-09-23 10:38:21,804 - mmdet - INFO - Epoch [34][5200/7330] lr: 3.778e-09, eta: 3:32:15, time: 0.750, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0279, loss_cls: 0.1265, acc: 95.1948, loss_bbox: 0.1806, loss_mask: 0.1951, loss: 0.5461 +2022-09-23 10:38:59,054 - mmdet - INFO - Epoch [34][5250/7330] lr: 3.778e-09, eta: 3:31:37, time: 0.745, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0291, loss_cls: 0.1300, acc: 95.0459, loss_bbox: 0.1820, loss_mask: 0.1945, loss: 0.5519 +2022-09-23 10:39:35,577 - mmdet - INFO - Epoch [34][5300/7330] lr: 3.778e-09, eta: 3:30:59, time: 0.730, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0270, loss_cls: 0.1292, acc: 95.0198, loss_bbox: 0.1873, loss_mask: 0.1935, loss: 0.5526 +2022-09-23 10:40:12,882 - mmdet - INFO - Epoch [34][5350/7330] lr: 3.778e-09, eta: 3:30:21, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0265, loss_cls: 0.1257, acc: 95.2278, loss_bbox: 0.1753, loss_mask: 0.1923, loss: 0.5352 +2022-09-23 10:40:49,971 - mmdet - INFO - Epoch [34][5400/7330] lr: 3.778e-09, eta: 3:29:43, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0294, loss_cls: 0.1254, acc: 95.2368, loss_bbox: 0.1780, loss_mask: 0.1950, loss: 0.5447 +2022-09-23 10:41:27,108 - mmdet - INFO - Epoch [34][5450/7330] lr: 3.778e-09, eta: 3:29:05, time: 0.743, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0274, loss_cls: 0.1266, acc: 95.1438, loss_bbox: 0.1824, loss_mask: 0.1922, loss: 0.5447 +2022-09-23 10:42:04,560 - mmdet - INFO - Epoch [34][5500/7330] lr: 3.778e-09, eta: 3:28:27, time: 0.749, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0280, loss_cls: 0.1267, acc: 95.1675, loss_bbox: 0.1808, loss_mask: 0.1918, loss: 0.5440 +2022-09-23 10:42:41,620 - mmdet - INFO - Epoch [34][5550/7330] lr: 3.778e-09, eta: 3:27:49, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0273, loss_cls: 0.1321, acc: 94.9355, loss_bbox: 0.1828, loss_mask: 0.1960, loss: 0.5555 +2022-09-23 10:43:18,535 - mmdet - INFO - Epoch [34][5600/7330] lr: 3.778e-09, eta: 3:27:11, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0258, loss_cls: 0.1198, acc: 95.3997, loss_bbox: 0.1695, loss_mask: 0.1887, loss: 0.5186 +2022-09-23 10:43:55,375 - mmdet - INFO - Epoch [34][5650/7330] lr: 3.778e-09, eta: 3:26:33, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0257, loss_cls: 0.1255, acc: 95.2271, loss_bbox: 0.1771, loss_mask: 0.1901, loss: 0.5348 +2022-09-23 10:44:32,383 - mmdet - INFO - Epoch [34][5700/7330] lr: 3.778e-09, eta: 3:25:55, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0258, loss_cls: 0.1252, acc: 95.2109, loss_bbox: 0.1731, loss_mask: 0.1866, loss: 0.5259 +2022-09-23 10:45:09,229 - mmdet - INFO - Epoch [34][5750/7330] lr: 3.778e-09, eta: 3:25:17, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0291, loss_cls: 0.1343, acc: 94.9045, loss_bbox: 0.1887, loss_mask: 0.1942, loss: 0.5632 +2022-09-23 10:45:46,375 - mmdet - INFO - Epoch [34][5800/7330] lr: 3.778e-09, eta: 3:24:39, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0269, loss_cls: 0.1296, acc: 95.0437, loss_bbox: 0.1849, loss_mask: 0.1927, loss: 0.5494 +2022-09-23 10:46:23,244 - mmdet - INFO - Epoch [34][5850/7330] lr: 3.778e-09, eta: 3:24:01, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0242, loss_cls: 0.1198, acc: 95.4011, loss_bbox: 0.1699, loss_mask: 0.1890, loss: 0.5176 +2022-09-23 10:47:01,042 - mmdet - INFO - Epoch [34][5900/7330] lr: 3.778e-09, eta: 3:23:23, time: 0.756, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0297, loss_cls: 0.1303, acc: 95.0811, loss_bbox: 0.1798, loss_mask: 0.1921, loss: 0.5476 +2022-09-23 10:47:38,650 - mmdet - INFO - Epoch [34][5950/7330] lr: 3.778e-09, eta: 3:22:45, time: 0.752, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0285, loss_cls: 0.1295, acc: 95.1011, loss_bbox: 0.1836, loss_mask: 0.1909, loss: 0.5494 +2022-09-23 10:48:15,370 - mmdet - INFO - Epoch [34][6000/7330] lr: 3.778e-09, eta: 3:22:07, time: 0.735, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0271, loss_cls: 0.1306, acc: 95.0596, loss_bbox: 0.1813, loss_mask: 0.1986, loss: 0.5548 +2022-09-23 10:48:52,528 - mmdet - INFO - Epoch [34][6050/7330] lr: 3.778e-09, eta: 3:21:28, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0277, loss_cls: 0.1291, acc: 95.1191, loss_bbox: 0.1826, loss_mask: 0.1908, loss: 0.5453 +2022-09-23 10:49:30,311 - mmdet - INFO - Epoch [34][6100/7330] lr: 3.778e-09, eta: 3:20:51, time: 0.756, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0256, loss_cls: 0.1281, acc: 95.1721, loss_bbox: 0.1799, loss_mask: 0.1895, loss: 0.5395 +2022-09-23 10:50:07,310 - mmdet - INFO - Epoch [34][6150/7330] lr: 3.778e-09, eta: 3:20:12, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0281, loss_cls: 0.1312, acc: 95.0305, loss_bbox: 0.1861, loss_mask: 0.1918, loss: 0.5537 +2022-09-23 10:50:43,983 - mmdet - INFO - Epoch [34][6200/7330] lr: 3.778e-09, eta: 3:19:34, time: 0.733, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0283, loss_cls: 0.1346, acc: 94.8242, loss_bbox: 0.1855, loss_mask: 0.1920, loss: 0.5573 +2022-09-23 10:51:21,777 - mmdet - INFO - Epoch [34][6250/7330] lr: 3.778e-09, eta: 3:18:56, time: 0.755, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0300, loss_cls: 0.1338, acc: 94.8992, loss_bbox: 0.1867, loss_mask: 0.1966, loss: 0.5651 +2022-09-23 10:51:58,785 - mmdet - INFO - Epoch [34][6300/7330] lr: 3.778e-09, eta: 3:18:18, time: 0.742, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0284, loss_cls: 0.1360, acc: 94.8594, loss_bbox: 0.1857, loss_mask: 0.1945, loss: 0.5622 +2022-09-23 10:52:35,822 - mmdet - INFO - Epoch [34][6350/7330] lr: 3.778e-09, eta: 3:17:40, time: 0.741, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0271, loss_cls: 0.1280, acc: 95.1294, loss_bbox: 0.1784, loss_mask: 0.1910, loss: 0.5408 +2022-09-23 10:53:12,063 - mmdet - INFO - Epoch [34][6400/7330] lr: 3.778e-09, eta: 3:17:02, time: 0.725, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0251, loss_cls: 0.1259, acc: 95.2180, loss_bbox: 0.1790, loss_mask: 0.1877, loss: 0.5326 +2022-09-23 10:53:49,364 - mmdet - INFO - Epoch [34][6450/7330] lr: 3.778e-09, eta: 3:16:24, time: 0.746, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0277, loss_cls: 0.1332, acc: 94.9663, loss_bbox: 0.1819, loss_mask: 0.1963, loss: 0.5558 +2022-09-23 10:54:26,239 - mmdet - INFO - Epoch [34][6500/7330] lr: 3.778e-09, eta: 3:15:46, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0265, loss_cls: 0.1261, acc: 95.1257, loss_bbox: 0.1822, loss_mask: 0.1912, loss: 0.5405 +2022-09-23 10:55:03,196 - mmdet - INFO - Epoch [34][6550/7330] lr: 3.778e-09, eta: 3:15:08, time: 0.739, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0242, loss_cls: 0.1191, acc: 95.4343, loss_bbox: 0.1730, loss_mask: 0.1932, loss: 0.5230 +2022-09-23 10:55:40,486 - mmdet - INFO - Epoch [34][6600/7330] lr: 3.778e-09, eta: 3:14:30, time: 0.746, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0279, loss_cls: 0.1312, acc: 94.9692, loss_bbox: 0.1842, loss_mask: 0.1960, loss: 0.5555 +2022-09-23 10:56:17,852 - mmdet - INFO - Epoch [34][6650/7330] lr: 3.778e-09, eta: 3:13:52, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0284, loss_cls: 0.1351, acc: 94.8259, loss_bbox: 0.1902, loss_mask: 0.1965, loss: 0.5673 +2022-09-23 10:56:55,527 - mmdet - INFO - Epoch [34][6700/7330] lr: 3.778e-09, eta: 3:13:14, time: 0.754, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0136, loss_rpn_bbox: 0.0245, loss_cls: 0.1251, acc: 95.1863, loss_bbox: 0.1720, loss_mask: 0.1926, loss: 0.5279 +2022-09-23 10:57:32,727 - mmdet - INFO - Epoch [34][6750/7330] lr: 3.778e-09, eta: 3:12:36, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0277, loss_cls: 0.1307, acc: 94.9651, loss_bbox: 0.1829, loss_mask: 0.1939, loss: 0.5522 +2022-09-23 10:58:09,797 - mmdet - INFO - Epoch [34][6800/7330] lr: 3.778e-09, eta: 3:11:58, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0275, loss_cls: 0.1335, acc: 94.9531, loss_bbox: 0.1858, loss_mask: 0.1949, loss: 0.5584 +2022-09-23 10:58:46,754 - mmdet - INFO - Epoch [34][6850/7330] lr: 3.778e-09, eta: 3:11:20, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0280, loss_cls: 0.1256, acc: 95.1589, loss_bbox: 0.1749, loss_mask: 0.1928, loss: 0.5388 +2022-09-23 10:59:23,409 - mmdet - INFO - Epoch [34][6900/7330] lr: 3.778e-09, eta: 3:10:42, time: 0.733, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0260, loss_cls: 0.1242, acc: 95.2219, loss_bbox: 0.1705, loss_mask: 0.1900, loss: 0.5270 +2022-09-23 11:00:00,629 - mmdet - INFO - Epoch [34][6950/7330] lr: 3.778e-09, eta: 3:10:04, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0275, loss_cls: 0.1249, acc: 95.2532, loss_bbox: 0.1785, loss_mask: 0.1902, loss: 0.5375 +2022-09-23 11:00:37,722 - mmdet - INFO - Epoch [34][7000/7330] lr: 3.778e-09, eta: 3:09:26, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0259, loss_cls: 0.1240, acc: 95.3252, loss_bbox: 0.1733, loss_mask: 0.1893, loss: 0.5280 +2022-09-23 11:01:14,395 - mmdet - INFO - Epoch [34][7050/7330] lr: 3.778e-09, eta: 3:08:48, time: 0.733, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0278, loss_cls: 0.1270, acc: 95.2236, loss_bbox: 0.1802, loss_mask: 0.1944, loss: 0.5448 +2022-09-23 11:01:51,087 - mmdet - INFO - Epoch [34][7100/7330] lr: 3.778e-09, eta: 3:08:10, time: 0.734, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0269, loss_cls: 0.1257, acc: 95.2461, loss_bbox: 0.1788, loss_mask: 0.1896, loss: 0.5373 +2022-09-23 11:02:28,966 - mmdet - INFO - Epoch [34][7150/7330] lr: 3.778e-09, eta: 3:07:32, time: 0.756, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0262, loss_cls: 0.1267, acc: 95.1892, loss_bbox: 0.1771, loss_mask: 0.1920, loss: 0.5374 +2022-09-23 11:03:06,869 - mmdet - INFO - Epoch [34][7200/7330] lr: 3.778e-09, eta: 3:06:54, time: 0.759, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0256, loss_cls: 0.1262, acc: 95.1396, loss_bbox: 0.1791, loss_mask: 0.1882, loss: 0.5336 +2022-09-23 11:03:43,530 - mmdet - INFO - Epoch [34][7250/7330] lr: 3.778e-09, eta: 3:06:16, time: 0.733, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0276, loss_cls: 0.1328, acc: 95.0039, loss_bbox: 0.1861, loss_mask: 0.1984, loss: 0.5624 +2022-09-23 11:04:20,505 - mmdet - INFO - Epoch [34][7300/7330] lr: 3.778e-09, eta: 3:05:38, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0275, loss_cls: 0.1224, acc: 95.2993, loss_bbox: 0.1755, loss_mask: 0.1919, loss: 0.5318 +2022-09-23 11:04:52,288 - mmdet - INFO - Saving checkpoint at 34 epochs +2022-09-23 11:07:37,564 - mmdet - INFO - Evaluating bbox... +2022-09-23 11:08:03,720 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.520 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.738 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.565 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.360 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.559 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.672 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.630 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.630 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.630 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.471 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.669 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.779 + +2022-09-23 11:08:03,721 - mmdet - INFO - Evaluating segm... +2022-09-23 11:08:31,052 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.460 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.706 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.496 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.269 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.492 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.655 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.565 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.565 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.565 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.401 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.605 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.729 + +2022-09-23 11:08:31,577 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 11:08:31,578 - mmdet - INFO - Epoch(val) [34][625] bbox_mAP: 0.5200, bbox_mAP_50: 0.7380, bbox_mAP_75: 0.5650, bbox_mAP_s: 0.3600, bbox_mAP_m: 0.5590, bbox_mAP_l: 0.6720, bbox_mAP_copypaste: 0.520 0.738 0.565 0.360 0.559 0.672, segm_mAP: 0.4600, segm_mAP_50: 0.7060, segm_mAP_75: 0.4960, segm_mAP_s: 0.2690, segm_mAP_m: 0.4920, segm_mAP_l: 0.6550, segm_mAP_copypaste: 0.460 0.706 0.496 0.269 0.492 0.655 +2022-09-23 11:10:30,100 - mmdet - INFO - Epoch [35][50/7330] lr: 3.778e-09, eta: 3:04:45, time: 2.370, data_time: 1.627, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0279, loss_cls: 0.1302, acc: 95.0164, loss_bbox: 0.1810, loss_mask: 0.1877, loss: 0.5436 +2022-09-23 11:11:07,644 - mmdet - INFO - Epoch [35][100/7330] lr: 3.778e-09, eta: 3:04:07, time: 0.751, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0257, loss_cls: 0.1253, acc: 95.2402, loss_bbox: 0.1775, loss_mask: 0.1874, loss: 0.5310 +2022-09-23 11:11:45,474 - mmdet - INFO - Epoch [35][150/7330] lr: 3.778e-09, eta: 3:03:29, time: 0.756, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0288, loss_cls: 0.1330, acc: 94.9094, loss_bbox: 0.1839, loss_mask: 0.1954, loss: 0.5584 +2022-09-23 11:12:22,474 - mmdet - INFO - Epoch [35][200/7330] lr: 3.778e-09, eta: 3:02:51, time: 0.741, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0244, loss_cls: 0.1242, acc: 95.3086, loss_bbox: 0.1768, loss_mask: 0.1919, loss: 0.5318 +2022-09-23 11:12:59,408 - mmdet - INFO - Epoch [35][250/7330] lr: 3.778e-09, eta: 3:02:12, time: 0.739, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0264, loss_cls: 0.1218, acc: 95.4548, loss_bbox: 0.1693, loss_mask: 0.1833, loss: 0.5162 +2022-09-23 11:13:36,587 - mmdet - INFO - Epoch [35][300/7330] lr: 3.778e-09, eta: 3:01:34, time: 0.744, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0278, loss_cls: 0.1286, acc: 95.0215, loss_bbox: 0.1838, loss_mask: 0.1921, loss: 0.5487 +2022-09-23 11:14:13,391 - mmdet - INFO - Epoch [35][350/7330] lr: 3.778e-09, eta: 3:00:56, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0258, loss_cls: 0.1223, acc: 95.3413, loss_bbox: 0.1702, loss_mask: 0.1916, loss: 0.5278 +2022-09-23 11:14:49,842 - mmdet - INFO - Epoch [35][400/7330] lr: 3.778e-09, eta: 3:00:18, time: 0.729, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0278, loss_cls: 0.1384, acc: 94.7056, loss_bbox: 0.1868, loss_mask: 0.1995, loss: 0.5697 +2022-09-23 11:15:27,091 - mmdet - INFO - Epoch [35][450/7330] lr: 3.778e-09, eta: 2:59:40, time: 0.745, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0281, loss_cls: 0.1294, acc: 95.1177, loss_bbox: 0.1819, loss_mask: 0.1931, loss: 0.5489 +2022-09-23 11:16:04,279 - mmdet - INFO - Epoch [35][500/7330] lr: 3.778e-09, eta: 2:59:02, time: 0.744, data_time: 0.024, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0284, loss_cls: 0.1355, acc: 94.8298, loss_bbox: 0.1896, loss_mask: 0.1978, loss: 0.5684 +2022-09-23 11:16:41,788 - mmdet - INFO - Epoch [35][550/7330] lr: 3.778e-09, eta: 2:58:24, time: 0.749, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0269, loss_cls: 0.1294, acc: 95.0969, loss_bbox: 0.1820, loss_mask: 0.1931, loss: 0.5469 +2022-09-23 11:17:18,529 - mmdet - INFO - Epoch [35][600/7330] lr: 3.778e-09, eta: 2:57:46, time: 0.735, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0259, loss_cls: 0.1254, acc: 95.2019, loss_bbox: 0.1726, loss_mask: 0.1917, loss: 0.5307 +2022-09-23 11:17:55,399 - mmdet - INFO - Epoch [35][650/7330] lr: 3.778e-09, eta: 2:57:08, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0276, loss_cls: 0.1251, acc: 95.2515, loss_bbox: 0.1790, loss_mask: 0.1913, loss: 0.5379 +2022-09-23 11:18:31,876 - mmdet - INFO - Epoch [35][700/7330] lr: 3.778e-09, eta: 2:56:30, time: 0.730, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0273, loss_cls: 0.1307, acc: 95.1028, loss_bbox: 0.1802, loss_mask: 0.1927, loss: 0.5474 +2022-09-23 11:19:09,099 - mmdet - INFO - Epoch [35][750/7330] lr: 3.778e-09, eta: 2:55:52, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0257, loss_cls: 0.1244, acc: 95.2600, loss_bbox: 0.1729, loss_mask: 0.1884, loss: 0.5255 +2022-09-23 11:19:46,683 - mmdet - INFO - Epoch [35][800/7330] lr: 3.778e-09, eta: 2:55:14, time: 0.752, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0274, loss_cls: 0.1299, acc: 95.0627, loss_bbox: 0.1835, loss_mask: 0.1907, loss: 0.5468 +2022-09-23 11:20:24,588 - mmdet - INFO - Epoch [35][850/7330] lr: 3.778e-09, eta: 2:54:36, time: 0.758, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0295, loss_cls: 0.1304, acc: 95.0549, loss_bbox: 0.1818, loss_mask: 0.1947, loss: 0.5535 +2022-09-23 11:21:02,005 - mmdet - INFO - Epoch [35][900/7330] lr: 3.778e-09, eta: 2:53:58, time: 0.748, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0273, loss_cls: 0.1312, acc: 95.0535, loss_bbox: 0.1816, loss_mask: 0.1945, loss: 0.5500 +2022-09-23 11:21:39,924 - mmdet - INFO - Epoch [35][950/7330] lr: 3.778e-09, eta: 2:53:20, time: 0.758, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0274, loss_cls: 0.1312, acc: 95.0935, loss_bbox: 0.1813, loss_mask: 0.1982, loss: 0.5549 +2022-09-23 11:22:17,435 - mmdet - INFO - Epoch [35][1000/7330] lr: 3.778e-09, eta: 2:52:42, time: 0.750, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0253, loss_cls: 0.1276, acc: 95.1426, loss_bbox: 0.1733, loss_mask: 0.1933, loss: 0.5361 +2022-09-23 11:22:54,446 - mmdet - INFO - Epoch [35][1050/7330] lr: 3.778e-09, eta: 2:52:04, time: 0.740, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0261, loss_cls: 0.1239, acc: 95.2983, loss_bbox: 0.1719, loss_mask: 0.1906, loss: 0.5279 +2022-09-23 11:23:31,339 - mmdet - INFO - Epoch [35][1100/7330] lr: 3.778e-09, eta: 2:51:26, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0249, loss_cls: 0.1218, acc: 95.4512, loss_bbox: 0.1681, loss_mask: 0.1869, loss: 0.5167 +2022-09-23 11:24:08,344 - mmdet - INFO - Epoch [35][1150/7330] lr: 3.778e-09, eta: 2:50:48, time: 0.741, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0280, loss_cls: 0.1298, acc: 95.0813, loss_bbox: 0.1842, loss_mask: 0.1919, loss: 0.5498 +2022-09-23 11:24:44,828 - mmdet - INFO - Epoch [35][1200/7330] lr: 3.778e-09, eta: 2:50:10, time: 0.730, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0276, loss_cls: 0.1313, acc: 94.9753, loss_bbox: 0.1846, loss_mask: 0.1918, loss: 0.5518 +2022-09-23 11:25:22,408 - mmdet - INFO - Epoch [35][1250/7330] lr: 3.778e-09, eta: 2:49:32, time: 0.751, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0285, loss_cls: 0.1334, acc: 94.9163, loss_bbox: 0.1857, loss_mask: 0.1953, loss: 0.5604 +2022-09-23 11:25:59,836 - mmdet - INFO - Epoch [35][1300/7330] lr: 3.778e-09, eta: 2:48:54, time: 0.748, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0259, loss_cls: 0.1246, acc: 95.2861, loss_bbox: 0.1729, loss_mask: 0.1937, loss: 0.5343 +2022-09-23 11:26:36,684 - mmdet - INFO - Epoch [35][1350/7330] lr: 3.778e-09, eta: 2:48:16, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0281, loss_cls: 0.1283, acc: 95.0996, loss_bbox: 0.1787, loss_mask: 0.1968, loss: 0.5487 +2022-09-23 11:27:13,543 - mmdet - INFO - Epoch [35][1400/7330] lr: 3.778e-09, eta: 2:47:38, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0270, loss_cls: 0.1274, acc: 95.1870, loss_bbox: 0.1778, loss_mask: 0.1937, loss: 0.5417 +2022-09-23 11:27:50,195 - mmdet - INFO - Epoch [35][1450/7330] lr: 3.778e-09, eta: 2:47:00, time: 0.733, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0260, loss_cls: 0.1208, acc: 95.4067, loss_bbox: 0.1720, loss_mask: 0.1930, loss: 0.5277 +2022-09-23 11:28:28,199 - mmdet - INFO - Epoch [35][1500/7330] lr: 3.778e-09, eta: 2:46:22, time: 0.760, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0260, loss_cls: 0.1280, acc: 95.2590, loss_bbox: 0.1764, loss_mask: 0.1907, loss: 0.5372 +2022-09-23 11:29:05,126 - mmdet - INFO - Epoch [35][1550/7330] lr: 3.778e-09, eta: 2:45:44, time: 0.739, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0135, loss_rpn_bbox: 0.0242, loss_cls: 0.1244, acc: 95.2798, loss_bbox: 0.1726, loss_mask: 0.1918, loss: 0.5266 +2022-09-23 11:29:41,672 - mmdet - INFO - Epoch [35][1600/7330] lr: 3.778e-09, eta: 2:45:06, time: 0.731, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0290, loss_cls: 0.1336, acc: 95.0381, loss_bbox: 0.1830, loss_mask: 0.1966, loss: 0.5600 +2022-09-23 11:30:18,568 - mmdet - INFO - Epoch [35][1650/7330] lr: 3.778e-09, eta: 2:44:28, time: 0.738, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0277, loss_cls: 0.1281, acc: 95.1040, loss_bbox: 0.1803, loss_mask: 0.1949, loss: 0.5471 +2022-09-23 11:30:56,279 - mmdet - INFO - Epoch [35][1700/7330] lr: 3.778e-09, eta: 2:43:50, time: 0.754, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0284, loss_cls: 0.1338, acc: 94.9055, loss_bbox: 0.1818, loss_mask: 0.1972, loss: 0.5582 +2022-09-23 11:31:33,429 - mmdet - INFO - Epoch [35][1750/7330] lr: 3.778e-09, eta: 2:43:12, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0278, loss_cls: 0.1341, acc: 94.9656, loss_bbox: 0.1855, loss_mask: 0.1944, loss: 0.5603 +2022-09-23 11:32:10,262 - mmdet - INFO - Epoch [35][1800/7330] lr: 3.778e-09, eta: 2:42:34, time: 0.737, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0271, loss_cls: 0.1237, acc: 95.2891, loss_bbox: 0.1757, loss_mask: 0.1866, loss: 0.5306 +2022-09-23 11:32:47,453 - mmdet - INFO - Epoch [35][1850/7330] lr: 3.778e-09, eta: 2:41:56, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0288, loss_cls: 0.1282, acc: 95.1338, loss_bbox: 0.1847, loss_mask: 0.1932, loss: 0.5503 +2022-09-23 11:33:24,262 - mmdet - INFO - Epoch [35][1900/7330] lr: 3.778e-09, eta: 2:41:18, time: 0.736, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0252, loss_cls: 0.1235, acc: 95.2649, loss_bbox: 0.1782, loss_mask: 0.1950, loss: 0.5363 +2022-09-23 11:34:01,545 - mmdet - INFO - Epoch [35][1950/7330] lr: 3.778e-09, eta: 2:40:40, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0272, loss_cls: 0.1237, acc: 95.2463, loss_bbox: 0.1800, loss_mask: 0.1955, loss: 0.5411 +2022-09-23 11:34:38,740 - mmdet - INFO - Epoch [35][2000/7330] lr: 3.778e-09, eta: 2:40:02, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0264, loss_cls: 0.1292, acc: 95.0579, loss_bbox: 0.1824, loss_mask: 0.1963, loss: 0.5500 +2022-09-23 11:35:15,575 - mmdet - INFO - Epoch [35][2050/7330] lr: 3.778e-09, eta: 2:39:24, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0286, loss_cls: 0.1294, acc: 95.0876, loss_bbox: 0.1770, loss_mask: 0.1918, loss: 0.5443 +2022-09-23 11:35:52,509 - mmdet - INFO - Epoch [35][2100/7330] lr: 3.778e-09, eta: 2:38:46, time: 0.738, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0271, loss_cls: 0.1271, acc: 95.1299, loss_bbox: 0.1787, loss_mask: 0.1899, loss: 0.5373 +2022-09-23 11:36:29,259 - mmdet - INFO - Epoch [35][2150/7330] lr: 3.778e-09, eta: 2:38:08, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0261, loss_cls: 0.1253, acc: 95.2346, loss_bbox: 0.1784, loss_mask: 0.1918, loss: 0.5369 +2022-09-23 11:37:06,482 - mmdet - INFO - Epoch [35][2200/7330] lr: 3.778e-09, eta: 2:37:30, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0264, loss_cls: 0.1274, acc: 95.1646, loss_bbox: 0.1812, loss_mask: 0.1945, loss: 0.5447 +2022-09-23 11:37:43,213 - mmdet - INFO - Epoch [35][2250/7330] lr: 3.778e-09, eta: 2:36:52, time: 0.734, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0251, loss_cls: 0.1181, acc: 95.5234, loss_bbox: 0.1700, loss_mask: 0.1876, loss: 0.5162 +2022-09-23 11:38:21,192 - mmdet - INFO - Epoch [35][2300/7330] lr: 3.778e-09, eta: 2:36:14, time: 0.760, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0278, loss_cls: 0.1268, acc: 95.1311, loss_bbox: 0.1815, loss_mask: 0.1931, loss: 0.5448 +2022-09-23 11:38:58,642 - mmdet - INFO - Epoch [35][2350/7330] lr: 3.778e-09, eta: 2:35:36, time: 0.749, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0267, loss_cls: 0.1229, acc: 95.3049, loss_bbox: 0.1726, loss_mask: 0.1895, loss: 0.5267 +2022-09-23 11:39:36,165 - mmdet - INFO - Epoch [35][2400/7330] lr: 3.778e-09, eta: 2:34:58, time: 0.750, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0305, loss_cls: 0.1321, acc: 94.9099, loss_bbox: 0.1876, loss_mask: 0.1960, loss: 0.5638 +2022-09-23 11:40:12,617 - mmdet - INFO - Epoch [35][2450/7330] lr: 3.778e-09, eta: 2:34:20, time: 0.729, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0297, loss_cls: 0.1373, acc: 94.7263, loss_bbox: 0.1927, loss_mask: 0.1993, loss: 0.5779 +2022-09-23 11:40:49,578 - mmdet - INFO - Epoch [35][2500/7330] lr: 3.778e-09, eta: 2:33:42, time: 0.739, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0268, loss_cls: 0.1301, acc: 95.1951, loss_bbox: 0.1758, loss_mask: 0.1963, loss: 0.5451 +2022-09-23 11:41:26,153 - mmdet - INFO - Epoch [35][2550/7330] lr: 3.778e-09, eta: 2:33:04, time: 0.732, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0261, loss_cls: 0.1260, acc: 95.2080, loss_bbox: 0.1749, loss_mask: 0.1930, loss: 0.5356 +2022-09-23 11:42:03,384 - mmdet - INFO - Epoch [35][2600/7330] lr: 3.778e-09, eta: 2:32:26, time: 0.745, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0250, loss_cls: 0.1242, acc: 95.2815, loss_bbox: 0.1738, loss_mask: 0.1854, loss: 0.5229 +2022-09-23 11:42:40,878 - mmdet - INFO - Epoch [35][2650/7330] lr: 3.778e-09, eta: 2:31:48, time: 0.750, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0278, loss_cls: 0.1278, acc: 95.1663, loss_bbox: 0.1801, loss_mask: 0.1928, loss: 0.5440 +2022-09-23 11:43:17,920 - mmdet - INFO - Epoch [35][2700/7330] lr: 3.778e-09, eta: 2:31:10, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0277, loss_cls: 0.1258, acc: 95.2205, loss_bbox: 0.1802, loss_mask: 0.1957, loss: 0.5460 +2022-09-23 11:43:55,331 - mmdet - INFO - Epoch [35][2750/7330] lr: 3.778e-09, eta: 2:30:32, time: 0.748, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0252, loss_cls: 0.1247, acc: 95.2256, loss_bbox: 0.1775, loss_mask: 0.1920, loss: 0.5338 +2022-09-23 11:44:32,369 - mmdet - INFO - Epoch [35][2800/7330] lr: 3.778e-09, eta: 2:29:54, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0259, loss_cls: 0.1265, acc: 95.1489, loss_bbox: 0.1812, loss_mask: 0.1943, loss: 0.5416 +2022-09-23 11:45:09,591 - mmdet - INFO - Epoch [35][2850/7330] lr: 3.778e-09, eta: 2:29:16, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0266, loss_cls: 0.1273, acc: 95.1335, loss_bbox: 0.1784, loss_mask: 0.1898, loss: 0.5396 +2022-09-23 11:45:47,215 - mmdet - INFO - Epoch [35][2900/7330] lr: 3.778e-09, eta: 2:28:38, time: 0.752, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0277, loss_cls: 0.1284, acc: 95.1689, loss_bbox: 0.1802, loss_mask: 0.1932, loss: 0.5456 +2022-09-23 11:46:23,971 - mmdet - INFO - Epoch [35][2950/7330] lr: 3.778e-09, eta: 2:28:00, time: 0.735, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0259, loss_cls: 0.1225, acc: 95.3521, loss_bbox: 0.1761, loss_mask: 0.1944, loss: 0.5329 +2022-09-23 11:47:00,606 - mmdet - INFO - Epoch [35][3000/7330] lr: 3.778e-09, eta: 2:27:22, time: 0.733, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0265, loss_cls: 0.1289, acc: 95.0615, loss_bbox: 0.1813, loss_mask: 0.1920, loss: 0.5446 +2022-09-23 11:47:37,995 - mmdet - INFO - Epoch [35][3050/7330] lr: 3.778e-09, eta: 2:26:44, time: 0.748, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0277, loss_cls: 0.1276, acc: 95.0686, loss_bbox: 0.1811, loss_mask: 0.1944, loss: 0.5465 +2022-09-23 11:48:14,500 - mmdet - INFO - Epoch [35][3100/7330] lr: 3.778e-09, eta: 2:26:06, time: 0.730, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0262, loss_cls: 0.1265, acc: 95.1016, loss_bbox: 0.1805, loss_mask: 0.1942, loss: 0.5419 +2022-09-23 11:48:51,548 - mmdet - INFO - Epoch [35][3150/7330] lr: 3.778e-09, eta: 2:25:28, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0273, loss_cls: 0.1301, acc: 95.0579, loss_bbox: 0.1788, loss_mask: 0.1927, loss: 0.5461 +2022-09-23 11:49:28,324 - mmdet - INFO - Epoch [35][3200/7330] lr: 3.778e-09, eta: 2:24:50, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0279, loss_cls: 0.1305, acc: 95.0112, loss_bbox: 0.1837, loss_mask: 0.1907, loss: 0.5493 +2022-09-23 11:50:05,939 - mmdet - INFO - Epoch [35][3250/7330] lr: 3.778e-09, eta: 2:24:12, time: 0.752, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0278, loss_cls: 0.1275, acc: 95.1709, loss_bbox: 0.1767, loss_mask: 0.1909, loss: 0.5392 +2022-09-23 11:50:42,981 - mmdet - INFO - Epoch [35][3300/7330] lr: 3.778e-09, eta: 2:23:34, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0258, loss_cls: 0.1260, acc: 95.1929, loss_bbox: 0.1803, loss_mask: 0.1964, loss: 0.5436 +2022-09-23 11:51:19,615 - mmdet - INFO - Epoch [35][3350/7330] lr: 3.778e-09, eta: 2:22:56, time: 0.733, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0256, loss_cls: 0.1279, acc: 95.1475, loss_bbox: 0.1755, loss_mask: 0.1874, loss: 0.5313 +2022-09-23 11:51:56,594 - mmdet - INFO - Epoch [35][3400/7330] lr: 3.778e-09, eta: 2:22:18, time: 0.739, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0185, loss_rpn_bbox: 0.0289, loss_cls: 0.1358, acc: 94.8313, loss_bbox: 0.1883, loss_mask: 0.1983, loss: 0.5698 +2022-09-23 11:52:33,682 - mmdet - INFO - Epoch [35][3450/7330] lr: 3.778e-09, eta: 2:21:40, time: 0.742, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0259, loss_cls: 0.1223, acc: 95.2764, loss_bbox: 0.1752, loss_mask: 0.1945, loss: 0.5318 +2022-09-23 11:53:10,463 - mmdet - INFO - Epoch [35][3500/7330] lr: 3.778e-09, eta: 2:21:02, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0282, loss_cls: 0.1315, acc: 95.0264, loss_bbox: 0.1815, loss_mask: 0.1936, loss: 0.5506 +2022-09-23 11:53:47,405 - mmdet - INFO - Epoch [35][3550/7330] lr: 3.778e-09, eta: 2:20:24, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0281, loss_cls: 0.1303, acc: 94.9636, loss_bbox: 0.1856, loss_mask: 0.1942, loss: 0.5535 +2022-09-23 11:54:23,606 - mmdet - INFO - Epoch [35][3600/7330] lr: 3.778e-09, eta: 2:19:46, time: 0.724, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0274, loss_cls: 0.1301, acc: 95.0913, loss_bbox: 0.1851, loss_mask: 0.1892, loss: 0.5475 +2022-09-23 11:55:00,733 - mmdet - INFO - Epoch [35][3650/7330] lr: 3.778e-09, eta: 2:19:08, time: 0.741, data_time: 0.023, memory: 54014, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0284, loss_cls: 0.1302, acc: 95.0632, loss_bbox: 0.1812, loss_mask: 0.1915, loss: 0.5457 +2022-09-23 11:55:37,530 - mmdet - INFO - Epoch [35][3700/7330] lr: 3.778e-09, eta: 2:18:30, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0272, loss_cls: 0.1305, acc: 95.0276, loss_bbox: 0.1842, loss_mask: 0.1959, loss: 0.5531 +2022-09-23 11:56:14,755 - mmdet - INFO - Epoch [35][3750/7330] lr: 3.778e-09, eta: 2:17:52, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0279, loss_cls: 0.1274, acc: 95.1506, loss_bbox: 0.1808, loss_mask: 0.1912, loss: 0.5430 +2022-09-23 11:56:52,660 - mmdet - INFO - Epoch [35][3800/7330] lr: 3.778e-09, eta: 2:17:14, time: 0.757, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0282, loss_cls: 0.1309, acc: 95.0264, loss_bbox: 0.1838, loss_mask: 0.1970, loss: 0.5563 +2022-09-23 11:57:30,012 - mmdet - INFO - Epoch [35][3850/7330] lr: 3.778e-09, eta: 2:16:36, time: 0.748, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0279, loss_cls: 0.1279, acc: 95.2090, loss_bbox: 0.1771, loss_mask: 0.1897, loss: 0.5391 +2022-09-23 11:58:07,421 - mmdet - INFO - Epoch [35][3900/7330] lr: 3.778e-09, eta: 2:15:58, time: 0.748, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0268, loss_cls: 0.1263, acc: 95.2783, loss_bbox: 0.1763, loss_mask: 0.1886, loss: 0.5335 +2022-09-23 11:58:44,201 - mmdet - INFO - Epoch [35][3950/7330] lr: 3.778e-09, eta: 2:15:20, time: 0.736, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0289, loss_cls: 0.1317, acc: 95.0435, loss_bbox: 0.1832, loss_mask: 0.1947, loss: 0.5549 +2022-09-23 11:59:21,060 - mmdet - INFO - Epoch [35][4000/7330] lr: 3.778e-09, eta: 2:14:42, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0261, loss_cls: 0.1270, acc: 95.2039, loss_bbox: 0.1777, loss_mask: 0.1934, loss: 0.5383 +2022-09-23 11:59:58,597 - mmdet - INFO - Epoch [35][4050/7330] lr: 3.778e-09, eta: 2:14:04, time: 0.751, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0273, loss_cls: 0.1279, acc: 95.0701, loss_bbox: 0.1851, loss_mask: 0.1930, loss: 0.5494 +2022-09-23 12:00:40,240 - mmdet - INFO - Epoch [35][4100/7330] lr: 3.778e-09, eta: 2:13:26, time: 0.833, data_time: 0.024, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0280, loss_cls: 0.1290, acc: 95.0444, loss_bbox: 0.1794, loss_mask: 0.1918, loss: 0.5442 +2022-09-23 12:01:17,379 - mmdet - INFO - Epoch [35][4150/7330] lr: 3.778e-09, eta: 2:12:48, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0282, loss_cls: 0.1311, acc: 94.9592, loss_bbox: 0.1850, loss_mask: 0.1923, loss: 0.5518 +2022-09-23 12:01:54,361 - mmdet - INFO - Epoch [35][4200/7330] lr: 3.778e-09, eta: 2:12:10, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0278, loss_cls: 0.1318, acc: 94.9849, loss_bbox: 0.1887, loss_mask: 0.1992, loss: 0.5640 +2022-09-23 12:02:31,511 - mmdet - INFO - Epoch [35][4250/7330] lr: 3.778e-09, eta: 2:11:32, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0258, loss_cls: 0.1261, acc: 95.2480, loss_bbox: 0.1780, loss_mask: 0.1911, loss: 0.5359 +2022-09-23 12:03:08,193 - mmdet - INFO - Epoch [35][4300/7330] lr: 3.778e-09, eta: 2:10:54, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0250, loss_cls: 0.1234, acc: 95.2747, loss_bbox: 0.1757, loss_mask: 0.1931, loss: 0.5327 +2022-09-23 12:03:45,434 - mmdet - INFO - Epoch [35][4350/7330] lr: 3.778e-09, eta: 2:10:16, time: 0.745, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0272, loss_cls: 0.1295, acc: 95.1411, loss_bbox: 0.1827, loss_mask: 0.1956, loss: 0.5521 +2022-09-23 12:04:22,708 - mmdet - INFO - Epoch [35][4400/7330] lr: 3.778e-09, eta: 2:09:38, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0275, loss_cls: 0.1255, acc: 95.3008, loss_bbox: 0.1780, loss_mask: 0.1912, loss: 0.5377 +2022-09-23 12:04:59,404 - mmdet - INFO - Epoch [35][4450/7330] lr: 3.778e-09, eta: 2:09:00, time: 0.734, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0276, loss_cls: 0.1271, acc: 95.2002, loss_bbox: 0.1768, loss_mask: 0.1923, loss: 0.5401 +2022-09-23 12:05:35,509 - mmdet - INFO - Epoch [35][4500/7330] lr: 3.778e-09, eta: 2:08:22, time: 0.721, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0266, loss_cls: 0.1268, acc: 95.1765, loss_bbox: 0.1816, loss_mask: 0.1927, loss: 0.5426 +2022-09-23 12:06:13,301 - mmdet - INFO - Epoch [35][4550/7330] lr: 3.778e-09, eta: 2:07:44, time: 0.757, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0276, loss_cls: 0.1314, acc: 94.9583, loss_bbox: 0.1831, loss_mask: 0.1954, loss: 0.5525 +2022-09-23 12:06:50,502 - mmdet - INFO - Epoch [35][4600/7330] lr: 3.778e-09, eta: 2:07:06, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0239, loss_cls: 0.1242, acc: 95.3342, loss_bbox: 0.1708, loss_mask: 0.1887, loss: 0.5234 +2022-09-23 12:07:28,219 - mmdet - INFO - Epoch [35][4650/7330] lr: 3.778e-09, eta: 2:06:28, time: 0.753, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0276, loss_cls: 0.1270, acc: 95.1367, loss_bbox: 0.1832, loss_mask: 0.1953, loss: 0.5479 +2022-09-23 12:08:04,871 - mmdet - INFO - Epoch [35][4700/7330] lr: 3.778e-09, eta: 2:05:50, time: 0.734, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0272, loss_cls: 0.1338, acc: 94.9509, loss_bbox: 0.1860, loss_mask: 0.1925, loss: 0.5548 +2022-09-23 12:08:42,932 - mmdet - INFO - Epoch [35][4750/7330] lr: 3.778e-09, eta: 2:05:13, time: 0.760, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0275, loss_cls: 0.1241, acc: 95.2300, loss_bbox: 0.1741, loss_mask: 0.1914, loss: 0.5328 +2022-09-23 12:09:20,350 - mmdet - INFO - Epoch [35][4800/7330] lr: 3.778e-09, eta: 2:04:35, time: 0.750, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0297, loss_cls: 0.1361, acc: 94.7446, loss_bbox: 0.1900, loss_mask: 0.1934, loss: 0.5665 +2022-09-23 12:09:57,841 - mmdet - INFO - Epoch [35][4850/7330] lr: 3.778e-09, eta: 2:03:57, time: 0.750, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0261, loss_cls: 0.1171, acc: 95.5427, loss_bbox: 0.1650, loss_mask: 0.1836, loss: 0.5063 +2022-09-23 12:10:34,823 - mmdet - INFO - Epoch [35][4900/7330] lr: 3.778e-09, eta: 2:03:19, time: 0.740, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0269, loss_cls: 0.1303, acc: 94.9866, loss_bbox: 0.1848, loss_mask: 0.1976, loss: 0.5551 +2022-09-23 12:11:12,089 - mmdet - INFO - Epoch [35][4950/7330] lr: 3.778e-09, eta: 2:02:41, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0284, loss_cls: 0.1345, acc: 94.9329, loss_bbox: 0.1871, loss_mask: 0.1970, loss: 0.5644 +2022-09-23 12:11:49,874 - mmdet - INFO - Epoch [35][5000/7330] lr: 3.778e-09, eta: 2:02:03, time: 0.756, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0289, loss_cls: 0.1311, acc: 94.9514, loss_bbox: 0.1816, loss_mask: 0.1948, loss: 0.5540 +2022-09-23 12:12:27,476 - mmdet - INFO - Epoch [35][5050/7330] lr: 3.778e-09, eta: 2:01:25, time: 0.752, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0281, loss_cls: 0.1287, acc: 95.0767, loss_bbox: 0.1850, loss_mask: 0.1949, loss: 0.5520 +2022-09-23 12:13:05,018 - mmdet - INFO - Epoch [35][5100/7330] lr: 3.778e-09, eta: 2:00:47, time: 0.751, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0276, loss_cls: 0.1270, acc: 95.1721, loss_bbox: 0.1786, loss_mask: 0.1900, loss: 0.5391 +2022-09-23 12:13:42,703 - mmdet - INFO - Epoch [35][5150/7330] lr: 3.778e-09, eta: 2:00:09, time: 0.754, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0296, loss_cls: 0.1430, acc: 94.5591, loss_bbox: 0.1955, loss_mask: 0.2022, loss: 0.5876 +2022-09-23 12:14:20,557 - mmdet - INFO - Epoch [35][5200/7330] lr: 3.778e-09, eta: 1:59:31, time: 0.757, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0267, loss_cls: 0.1268, acc: 95.2568, loss_bbox: 0.1721, loss_mask: 0.1997, loss: 0.5407 +2022-09-23 12:14:57,597 - mmdet - INFO - Epoch [35][5250/7330] lr: 3.778e-09, eta: 1:58:53, time: 0.740, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0269, loss_cls: 0.1245, acc: 95.2241, loss_bbox: 0.1730, loss_mask: 0.1875, loss: 0.5281 +2022-09-23 12:15:35,142 - mmdet - INFO - Epoch [35][5300/7330] lr: 3.778e-09, eta: 1:58:15, time: 0.751, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0276, loss_cls: 0.1268, acc: 95.1631, loss_bbox: 0.1792, loss_mask: 0.1930, loss: 0.5428 +2022-09-23 12:16:12,502 - mmdet - INFO - Epoch [35][5350/7330] lr: 3.778e-09, eta: 1:57:37, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0274, loss_cls: 0.1289, acc: 95.0264, loss_bbox: 0.1822, loss_mask: 0.1928, loss: 0.5477 +2022-09-23 12:16:49,445 - mmdet - INFO - Epoch [35][5400/7330] lr: 3.778e-09, eta: 1:56:59, time: 0.739, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0245, loss_cls: 0.1174, acc: 95.5374, loss_bbox: 0.1699, loss_mask: 0.1856, loss: 0.5116 +2022-09-23 12:17:26,240 - mmdet - INFO - Epoch [35][5450/7330] lr: 3.778e-09, eta: 1:56:21, time: 0.735, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0263, loss_cls: 0.1249, acc: 95.2969, loss_bbox: 0.1745, loss_mask: 0.1882, loss: 0.5287 +2022-09-23 12:18:03,676 - mmdet - INFO - Epoch [35][5500/7330] lr: 3.778e-09, eta: 1:55:43, time: 0.750, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0273, loss_cls: 0.1314, acc: 95.1458, loss_bbox: 0.1841, loss_mask: 0.1930, loss: 0.5516 +2022-09-23 12:18:41,125 - mmdet - INFO - Epoch [35][5550/7330] lr: 3.778e-09, eta: 1:55:05, time: 0.749, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0277, loss_cls: 0.1275, acc: 95.1011, loss_bbox: 0.1832, loss_mask: 0.1900, loss: 0.5436 +2022-09-23 12:19:17,451 - mmdet - INFO - Epoch [35][5600/7330] lr: 3.778e-09, eta: 1:54:27, time: 0.726, data_time: 0.013, memory: 54014, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0242, loss_cls: 0.1225, acc: 95.3191, loss_bbox: 0.1744, loss_mask: 0.1869, loss: 0.5220 +2022-09-23 12:19:54,399 - mmdet - INFO - Epoch [35][5650/7330] lr: 3.778e-09, eta: 1:53:49, time: 0.739, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0272, loss_cls: 0.1338, acc: 94.9150, loss_bbox: 0.1832, loss_mask: 0.1935, loss: 0.5526 +2022-09-23 12:20:31,694 - mmdet - INFO - Epoch [35][5700/7330] lr: 3.778e-09, eta: 1:53:11, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0284, loss_cls: 0.1298, acc: 95.0134, loss_bbox: 0.1829, loss_mask: 0.1944, loss: 0.5517 +2022-09-23 12:21:08,267 - mmdet - INFO - Epoch [35][5750/7330] lr: 3.778e-09, eta: 1:52:33, time: 0.731, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0274, loss_cls: 0.1285, acc: 95.1157, loss_bbox: 0.1800, loss_mask: 0.1935, loss: 0.5464 +2022-09-23 12:21:45,423 - mmdet - INFO - Epoch [35][5800/7330] lr: 3.778e-09, eta: 1:51:56, time: 0.742, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0277, loss_cls: 0.1267, acc: 95.0811, loss_bbox: 0.1815, loss_mask: 0.1932, loss: 0.5449 +2022-09-23 12:22:22,469 - mmdet - INFO - Epoch [35][5850/7330] lr: 3.778e-09, eta: 1:51:18, time: 0.742, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0264, loss_cls: 0.1243, acc: 95.2605, loss_bbox: 0.1768, loss_mask: 0.1894, loss: 0.5325 +2022-09-23 12:22:59,445 - mmdet - INFO - Epoch [35][5900/7330] lr: 3.778e-09, eta: 1:50:40, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0281, loss_cls: 0.1314, acc: 95.0461, loss_bbox: 0.1824, loss_mask: 0.1928, loss: 0.5507 +2022-09-23 12:23:36,397 - mmdet - INFO - Epoch [35][5950/7330] lr: 3.778e-09, eta: 1:50:02, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0258, loss_cls: 0.1249, acc: 95.2561, loss_bbox: 0.1740, loss_mask: 0.1884, loss: 0.5290 +2022-09-23 12:24:13,664 - mmdet - INFO - Epoch [35][6000/7330] lr: 3.778e-09, eta: 1:49:24, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0276, loss_cls: 0.1301, acc: 94.9976, loss_bbox: 0.1856, loss_mask: 0.1965, loss: 0.5561 +2022-09-23 12:24:50,373 - mmdet - INFO - Epoch [35][6050/7330] lr: 3.778e-09, eta: 1:48:46, time: 0.735, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0259, loss_cls: 0.1249, acc: 95.2490, loss_bbox: 0.1774, loss_mask: 0.1917, loss: 0.5353 +2022-09-23 12:25:27,371 - mmdet - INFO - Epoch [35][6100/7330] lr: 3.778e-09, eta: 1:48:08, time: 0.740, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0276, loss_cls: 0.1321, acc: 94.9656, loss_bbox: 0.1883, loss_mask: 0.1946, loss: 0.5595 +2022-09-23 12:26:04,370 - mmdet - INFO - Epoch [35][6150/7330] lr: 3.778e-09, eta: 1:47:30, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0137, loss_rpn_bbox: 0.0266, loss_cls: 0.1275, acc: 95.2007, loss_bbox: 0.1783, loss_mask: 0.1891, loss: 0.5352 +2022-09-23 12:26:41,051 - mmdet - INFO - Epoch [35][6200/7330] lr: 3.778e-09, eta: 1:46:52, time: 0.734, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0272, loss_cls: 0.1337, acc: 94.9299, loss_bbox: 0.1876, loss_mask: 0.1964, loss: 0.5593 +2022-09-23 12:27:18,702 - mmdet - INFO - Epoch [35][6250/7330] lr: 3.778e-09, eta: 1:46:14, time: 0.753, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0275, loss_cls: 0.1293, acc: 95.0254, loss_bbox: 0.1853, loss_mask: 0.1923, loss: 0.5500 +2022-09-23 12:27:55,837 - mmdet - INFO - Epoch [35][6300/7330] lr: 3.778e-09, eta: 1:45:36, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0262, loss_cls: 0.1268, acc: 95.2087, loss_bbox: 0.1800, loss_mask: 0.1906, loss: 0.5404 +2022-09-23 12:28:33,081 - mmdet - INFO - Epoch [35][6350/7330] lr: 3.778e-09, eta: 1:44:58, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0263, loss_cls: 0.1275, acc: 95.1467, loss_bbox: 0.1788, loss_mask: 0.1935, loss: 0.5423 +2022-09-23 12:29:10,292 - mmdet - INFO - Epoch [35][6400/7330] lr: 3.778e-09, eta: 1:44:20, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0263, loss_cls: 0.1229, acc: 95.2893, loss_bbox: 0.1738, loss_mask: 0.1910, loss: 0.5292 +2022-09-23 12:29:47,201 - mmdet - INFO - Epoch [35][6450/7330] lr: 3.778e-09, eta: 1:43:42, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0251, loss_cls: 0.1262, acc: 95.1941, loss_bbox: 0.1765, loss_mask: 0.1866, loss: 0.5320 +2022-09-23 12:30:24,325 - mmdet - INFO - Epoch [35][6500/7330] lr: 3.778e-09, eta: 1:43:04, time: 0.742, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0254, loss_cls: 0.1209, acc: 95.4470, loss_bbox: 0.1704, loss_mask: 0.1865, loss: 0.5189 +2022-09-23 12:31:00,784 - mmdet - INFO - Epoch [35][6550/7330] lr: 3.778e-09, eta: 1:42:26, time: 0.729, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0262, loss_cls: 0.1229, acc: 95.3474, loss_bbox: 0.1752, loss_mask: 0.1892, loss: 0.5298 +2022-09-23 12:31:37,517 - mmdet - INFO - Epoch [35][6600/7330] lr: 3.778e-09, eta: 1:41:48, time: 0.735, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0267, loss_cls: 0.1266, acc: 95.1643, loss_bbox: 0.1780, loss_mask: 0.1910, loss: 0.5398 +2022-09-23 12:32:14,610 - mmdet - INFO - Epoch [35][6650/7330] lr: 3.778e-09, eta: 1:41:10, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0243, loss_cls: 0.1215, acc: 95.4177, loss_bbox: 0.1747, loss_mask: 0.1906, loss: 0.5257 +2022-09-23 12:32:50,970 - mmdet - INFO - Epoch [35][6700/7330] lr: 3.778e-09, eta: 1:40:32, time: 0.727, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0254, loss_cls: 0.1187, acc: 95.5051, loss_bbox: 0.1667, loss_mask: 0.1829, loss: 0.5075 +2022-09-23 12:33:28,344 - mmdet - INFO - Epoch [35][6750/7330] lr: 3.778e-09, eta: 1:39:54, time: 0.747, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0272, loss_cls: 0.1341, acc: 94.9932, loss_bbox: 0.1846, loss_mask: 0.1945, loss: 0.5562 +2022-09-23 12:34:05,176 - mmdet - INFO - Epoch [35][6800/7330] lr: 3.778e-09, eta: 1:39:16, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0273, loss_cls: 0.1373, acc: 94.8054, loss_bbox: 0.1892, loss_mask: 0.1933, loss: 0.5638 +2022-09-23 12:34:42,765 - mmdet - INFO - Epoch [35][6850/7330] lr: 3.778e-09, eta: 1:38:38, time: 0.751, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0287, loss_cls: 0.1301, acc: 95.0496, loss_bbox: 0.1822, loss_mask: 0.1950, loss: 0.5518 +2022-09-23 12:35:19,880 - mmdet - INFO - Epoch [35][6900/7330] lr: 3.778e-09, eta: 1:38:01, time: 0.743, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0262, loss_cls: 0.1286, acc: 95.2036, loss_bbox: 0.1770, loss_mask: 0.1917, loss: 0.5402 +2022-09-23 12:35:57,023 - mmdet - INFO - Epoch [35][6950/7330] lr: 3.778e-09, eta: 1:37:23, time: 0.743, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0281, loss_cls: 0.1230, acc: 95.2944, loss_bbox: 0.1746, loss_mask: 0.1873, loss: 0.5293 +2022-09-23 12:36:33,465 - mmdet - INFO - Epoch [35][7000/7330] lr: 3.778e-09, eta: 1:36:45, time: 0.729, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0271, loss_cls: 0.1251, acc: 95.2913, loss_bbox: 0.1737, loss_mask: 0.1860, loss: 0.5272 +2022-09-23 12:37:10,600 - mmdet - INFO - Epoch [35][7050/7330] lr: 3.778e-09, eta: 1:36:07, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0270, loss_cls: 0.1264, acc: 95.1782, loss_bbox: 0.1791, loss_mask: 0.1926, loss: 0.5406 +2022-09-23 12:37:47,947 - mmdet - INFO - Epoch [35][7100/7330] lr: 3.778e-09, eta: 1:35:29, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0268, loss_cls: 0.1284, acc: 95.1123, loss_bbox: 0.1826, loss_mask: 0.1932, loss: 0.5461 +2022-09-23 12:38:25,311 - mmdet - INFO - Epoch [35][7150/7330] lr: 3.778e-09, eta: 1:34:51, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0271, loss_cls: 0.1275, acc: 95.1228, loss_bbox: 0.1790, loss_mask: 0.1935, loss: 0.5423 +2022-09-23 12:39:02,333 - mmdet - INFO - Epoch [35][7200/7330] lr: 3.778e-09, eta: 1:34:13, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0264, loss_cls: 0.1231, acc: 95.3860, loss_bbox: 0.1709, loss_mask: 0.1854, loss: 0.5218 +2022-09-23 12:39:39,012 - mmdet - INFO - Epoch [35][7250/7330] lr: 3.778e-09, eta: 1:33:35, time: 0.732, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0181, loss_rpn_bbox: 0.0275, loss_cls: 0.1292, acc: 95.0659, loss_bbox: 0.1802, loss_mask: 0.1953, loss: 0.5503 +2022-09-23 12:40:15,361 - mmdet - INFO - Epoch [35][7300/7330] lr: 3.778e-09, eta: 1:32:57, time: 0.728, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0262, loss_cls: 0.1238, acc: 95.2764, loss_bbox: 0.1750, loss_mask: 0.1904, loss: 0.5303 +2022-09-23 12:40:47,221 - mmdet - INFO - Saving checkpoint at 35 epochs +2022-09-23 12:43:38,761 - mmdet - INFO - Evaluating bbox... +2022-09-23 12:44:03,667 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.520 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.737 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.565 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.358 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.560 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.672 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.629 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.629 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.629 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.469 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.669 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.777 + +2022-09-23 12:44:03,667 - mmdet - INFO - Evaluating segm... +2022-09-23 12:44:30,528 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.460 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.706 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.497 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.269 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.492 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.652 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.564 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.564 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.564 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.400 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.605 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.726 + +2022-09-23 12:44:31,034 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 12:44:31,036 - mmdet - INFO - Epoch(val) [35][625] bbox_mAP: 0.5200, bbox_mAP_50: 0.7370, bbox_mAP_75: 0.5650, bbox_mAP_s: 0.3580, bbox_mAP_m: 0.5600, bbox_mAP_l: 0.6720, bbox_mAP_copypaste: 0.520 0.737 0.565 0.358 0.560 0.672, segm_mAP: 0.4600, segm_mAP_50: 0.7060, segm_mAP_75: 0.4970, segm_mAP_s: 0.2690, segm_mAP_m: 0.4920, segm_mAP_l: 0.6520, segm_mAP_copypaste: 0.460 0.706 0.497 0.269 0.492 0.652 +2022-09-23 12:47:23,851 - mmdet - INFO - Epoch [36][50/7330] lr: 3.778e-09, eta: 1:32:03, time: 3.455, data_time: 2.712, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0275, loss_cls: 0.1287, acc: 95.1191, loss_bbox: 0.1811, loss_mask: 0.1925, loss: 0.5472 +2022-09-23 12:48:01,697 - mmdet - INFO - Epoch [36][100/7330] lr: 3.778e-09, eta: 1:31:25, time: 0.758, data_time: 0.026, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0266, loss_cls: 0.1293, acc: 95.0374, loss_bbox: 0.1822, loss_mask: 0.1944, loss: 0.5478 +2022-09-23 12:48:39,067 - mmdet - INFO - Epoch [36][150/7330] lr: 3.778e-09, eta: 1:30:47, time: 0.747, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0254, loss_cls: 0.1261, acc: 95.2642, loss_bbox: 0.1760, loss_mask: 0.1895, loss: 0.5317 +2022-09-23 12:49:16,537 - mmdet - INFO - Epoch [36][200/7330] lr: 3.778e-09, eta: 1:30:09, time: 0.750, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0258, loss_cls: 0.1258, acc: 95.2192, loss_bbox: 0.1752, loss_mask: 0.1888, loss: 0.5326 +2022-09-23 12:49:53,323 - mmdet - INFO - Epoch [36][250/7330] lr: 3.778e-09, eta: 1:29:31, time: 0.736, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0263, loss_cls: 0.1279, acc: 95.0906, loss_bbox: 0.1787, loss_mask: 0.1897, loss: 0.5386 +2022-09-23 12:50:30,964 - mmdet - INFO - Epoch [36][300/7330] lr: 3.778e-09, eta: 1:28:53, time: 0.753, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0261, loss_cls: 0.1219, acc: 95.3799, loss_bbox: 0.1712, loss_mask: 0.1901, loss: 0.5241 +2022-09-23 12:51:08,293 - mmdet - INFO - Epoch [36][350/7330] lr: 3.778e-09, eta: 1:28:15, time: 0.746, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0138, loss_rpn_bbox: 0.0257, loss_cls: 0.1245, acc: 95.1987, loss_bbox: 0.1780, loss_mask: 0.1897, loss: 0.5317 +2022-09-23 12:51:45,903 - mmdet - INFO - Epoch [36][400/7330] lr: 3.778e-09, eta: 1:27:37, time: 0.752, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0301, loss_cls: 0.1353, acc: 94.8542, loss_bbox: 0.1863, loss_mask: 0.1936, loss: 0.5640 +2022-09-23 12:52:22,974 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 12:52:22,976 - mmdet - INFO - Epoch [36][450/7330] lr: 3.778e-09, eta: 1:26:59, time: 0.742, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0274, loss_cls: 0.1298, acc: 95.0330, loss_bbox: 0.1818, loss_mask: 0.1937, loss: 0.5488 +2022-09-23 12:53:00,760 - mmdet - INFO - Epoch [36][500/7330] lr: 3.778e-09, eta: 1:26:21, time: 0.754, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0277, loss_cls: 0.1313, acc: 95.0029, loss_bbox: 0.1847, loss_mask: 0.1962, loss: 0.5566 +2022-09-23 12:53:38,438 - mmdet - INFO - Epoch [36][550/7330] lr: 3.778e-09, eta: 1:25:43, time: 0.756, data_time: 0.024, memory: 54014, loss_rpn_cls: 0.0196, loss_rpn_bbox: 0.0296, loss_cls: 0.1329, acc: 94.9199, loss_bbox: 0.1892, loss_mask: 0.1994, loss: 0.5707 +2022-09-23 12:54:15,418 - mmdet - INFO - Epoch [36][600/7330] lr: 3.778e-09, eta: 1:25:05, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0142, loss_rpn_bbox: 0.0257, loss_cls: 0.1263, acc: 95.1235, loss_bbox: 0.1769, loss_mask: 0.1904, loss: 0.5335 +2022-09-23 12:54:52,488 - mmdet - INFO - Epoch [36][650/7330] lr: 3.778e-09, eta: 1:24:27, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0274, loss_cls: 0.1300, acc: 95.1250, loss_bbox: 0.1794, loss_mask: 0.1956, loss: 0.5491 +2022-09-23 12:55:29,704 - mmdet - INFO - Epoch [36][700/7330] lr: 3.778e-09, eta: 1:23:49, time: 0.744, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0288, loss_cls: 0.1308, acc: 95.0603, loss_bbox: 0.1871, loss_mask: 0.1923, loss: 0.5555 +2022-09-23 12:56:06,810 - mmdet - INFO - Epoch [36][750/7330] lr: 3.778e-09, eta: 1:23:11, time: 0.742, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0266, loss_cls: 0.1273, acc: 95.0854, loss_bbox: 0.1833, loss_mask: 0.1932, loss: 0.5467 +2022-09-23 12:56:44,226 - mmdet - INFO - Epoch [36][800/7330] lr: 3.778e-09, eta: 1:22:33, time: 0.748, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0275, loss_cls: 0.1299, acc: 95.0085, loss_bbox: 0.1834, loss_mask: 0.1913, loss: 0.5470 +2022-09-23 12:57:21,357 - mmdet - INFO - Epoch [36][850/7330] lr: 3.778e-09, eta: 1:21:55, time: 0.743, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0272, loss_cls: 0.1256, acc: 95.1809, loss_bbox: 0.1767, loss_mask: 0.1930, loss: 0.5391 +2022-09-23 12:57:58,906 - mmdet - INFO - Epoch [36][900/7330] lr: 3.778e-09, eta: 1:21:17, time: 0.751, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0264, loss_cls: 0.1284, acc: 95.1460, loss_bbox: 0.1844, loss_mask: 0.1930, loss: 0.5479 +2022-09-23 12:58:36,949 - mmdet - INFO - Epoch [36][950/7330] lr: 3.778e-09, eta: 1:20:40, time: 0.761, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0266, loss_cls: 0.1283, acc: 95.0923, loss_bbox: 0.1795, loss_mask: 0.1911, loss: 0.5415 +2022-09-23 12:59:14,053 - mmdet - INFO - Epoch [36][1000/7330] lr: 3.778e-09, eta: 1:20:02, time: 0.741, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0285, loss_cls: 0.1325, acc: 94.9680, loss_bbox: 0.1861, loss_mask: 0.1977, loss: 0.5615 +2022-09-23 12:59:51,773 - mmdet - INFO - Epoch [36][1050/7330] lr: 3.778e-09, eta: 1:19:24, time: 0.755, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0260, loss_cls: 0.1232, acc: 95.2805, loss_bbox: 0.1787, loss_mask: 0.1921, loss: 0.5341 +2022-09-23 13:00:29,144 - mmdet - INFO - Epoch [36][1100/7330] lr: 3.778e-09, eta: 1:18:46, time: 0.746, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0260, loss_cls: 0.1242, acc: 95.2693, loss_bbox: 0.1744, loss_mask: 0.1913, loss: 0.5308 +2022-09-23 13:01:06,441 - mmdet - INFO - Epoch [36][1150/7330] lr: 3.778e-09, eta: 1:18:08, time: 0.747, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0294, loss_cls: 0.1368, acc: 94.7483, loss_bbox: 0.1932, loss_mask: 0.1921, loss: 0.5683 +2022-09-23 13:01:43,351 - mmdet - INFO - Epoch [36][1200/7330] lr: 3.778e-09, eta: 1:17:30, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0264, loss_cls: 0.1248, acc: 95.2507, loss_bbox: 0.1766, loss_mask: 0.1909, loss: 0.5327 +2022-09-23 13:02:20,261 - mmdet - INFO - Epoch [36][1250/7330] lr: 3.778e-09, eta: 1:16:52, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0277, loss_cls: 0.1320, acc: 94.9399, loss_bbox: 0.1869, loss_mask: 0.1953, loss: 0.5597 +2022-09-23 13:02:56,997 - mmdet - INFO - Epoch [36][1300/7330] lr: 3.778e-09, eta: 1:16:14, time: 0.734, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0257, loss_cls: 0.1267, acc: 95.1931, loss_bbox: 0.1786, loss_mask: 0.1925, loss: 0.5395 +2022-09-23 13:03:34,116 - mmdet - INFO - Epoch [36][1350/7330] lr: 3.778e-09, eta: 1:15:36, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0275, loss_cls: 0.1286, acc: 95.1370, loss_bbox: 0.1811, loss_mask: 0.1886, loss: 0.5428 +2022-09-23 13:04:11,044 - mmdet - INFO - Epoch [36][1400/7330] lr: 3.778e-09, eta: 1:14:58, time: 0.739, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0276, loss_cls: 0.1293, acc: 95.0469, loss_bbox: 0.1848, loss_mask: 0.1990, loss: 0.5566 +2022-09-23 13:04:47,403 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 13:04:47,408 - mmdet - INFO - Epoch [36][1450/7330] lr: 3.778e-09, eta: 1:14:20, time: 0.726, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0265, loss_cls: 0.1272, acc: 95.2395, loss_bbox: 0.1776, loss_mask: 0.1934, loss: 0.5399 +2022-09-23 13:05:24,184 - mmdet - INFO - Epoch [36][1500/7330] lr: 3.778e-09, eta: 1:13:42, time: 0.736, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0265, loss_cls: 0.1261, acc: 95.2153, loss_bbox: 0.1732, loss_mask: 0.1939, loss: 0.5352 +2022-09-23 13:06:01,570 - mmdet - INFO - Epoch [36][1550/7330] lr: 3.778e-09, eta: 1:13:04, time: 0.748, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0276, loss_cls: 0.1302, acc: 95.0393, loss_bbox: 0.1841, loss_mask: 0.1941, loss: 0.5519 +2022-09-23 13:06:38,498 - mmdet - INFO - Epoch [36][1600/7330] lr: 3.778e-09, eta: 1:12:26, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0246, loss_cls: 0.1145, acc: 95.5796, loss_bbox: 0.1689, loss_mask: 0.1822, loss: 0.5046 +2022-09-23 13:07:15,806 - mmdet - INFO - Epoch [36][1650/7330] lr: 3.778e-09, eta: 1:11:48, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0177, loss_rpn_bbox: 0.0265, loss_cls: 0.1305, acc: 94.9734, loss_bbox: 0.1816, loss_mask: 0.1893, loss: 0.5456 +2022-09-23 13:07:53,531 - mmdet - INFO - Epoch [36][1700/7330] lr: 3.778e-09, eta: 1:11:10, time: 0.755, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0276, loss_cls: 0.1259, acc: 95.1250, loss_bbox: 0.1768, loss_mask: 0.1904, loss: 0.5349 +2022-09-23 13:08:29,891 - mmdet - INFO - Epoch [36][1750/7330] lr: 3.778e-09, eta: 1:10:32, time: 0.727, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0260, loss_cls: 0.1287, acc: 95.1333, loss_bbox: 0.1815, loss_mask: 0.1880, loss: 0.5402 +2022-09-23 13:09:07,251 - mmdet - INFO - Epoch [36][1800/7330] lr: 3.778e-09, eta: 1:09:54, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0255, loss_cls: 0.1226, acc: 95.3738, loss_bbox: 0.1726, loss_mask: 0.1839, loss: 0.5195 +2022-09-23 13:09:44,564 - mmdet - INFO - Epoch [36][1850/7330] lr: 3.778e-09, eta: 1:09:16, time: 0.746, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0271, loss_cls: 0.1289, acc: 95.1362, loss_bbox: 0.1802, loss_mask: 0.1928, loss: 0.5445 +2022-09-23 13:10:20,910 - mmdet - INFO - Epoch [36][1900/7330] lr: 3.778e-09, eta: 1:08:38, time: 0.728, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0285, loss_cls: 0.1300, acc: 95.0020, loss_bbox: 0.1823, loss_mask: 0.1944, loss: 0.5516 +2022-09-23 13:10:58,112 - mmdet - INFO - Epoch [36][1950/7330] lr: 3.778e-09, eta: 1:08:00, time: 0.744, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0187, loss_rpn_bbox: 0.0294, loss_cls: 0.1341, acc: 94.9714, loss_bbox: 0.1856, loss_mask: 0.1945, loss: 0.5623 +2022-09-23 13:11:35,797 - mmdet - INFO - Epoch [36][2000/7330] lr: 3.778e-09, eta: 1:07:22, time: 0.754, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0265, loss_cls: 0.1266, acc: 95.2463, loss_bbox: 0.1729, loss_mask: 0.1896, loss: 0.5318 +2022-09-23 13:12:13,130 - mmdet - INFO - Epoch [36][2050/7330] lr: 3.778e-09, eta: 1:06:44, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0273, loss_cls: 0.1284, acc: 95.1606, loss_bbox: 0.1795, loss_mask: 0.1930, loss: 0.5446 +2022-09-23 13:12:50,112 - mmdet - INFO - Epoch [36][2100/7330] lr: 3.778e-09, eta: 1:06:06, time: 0.739, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0270, loss_cls: 0.1347, acc: 94.8992, loss_bbox: 0.1877, loss_mask: 0.1975, loss: 0.5644 +2022-09-23 13:13:27,161 - mmdet - INFO - Epoch [36][2150/7330] lr: 3.778e-09, eta: 1:05:28, time: 0.742, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0284, loss_cls: 0.1300, acc: 95.0259, loss_bbox: 0.1800, loss_mask: 0.1934, loss: 0.5494 +2022-09-23 13:14:04,060 - mmdet - INFO - Epoch [36][2200/7330] lr: 3.778e-09, eta: 1:04:50, time: 0.738, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0273, loss_cls: 0.1303, acc: 94.9722, loss_bbox: 0.1827, loss_mask: 0.1920, loss: 0.5481 +2022-09-23 13:14:41,062 - mmdet - INFO - Epoch [36][2250/7330] lr: 3.778e-09, eta: 1:04:12, time: 0.740, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0267, loss_cls: 0.1259, acc: 95.1702, loss_bbox: 0.1768, loss_mask: 0.1903, loss: 0.5341 +2022-09-23 13:15:17,394 - mmdet - INFO - Epoch [36][2300/7330] lr: 3.778e-09, eta: 1:03:34, time: 0.727, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0260, loss_cls: 0.1233, acc: 95.3071, loss_bbox: 0.1747, loss_mask: 0.1895, loss: 0.5297 +2022-09-23 13:15:54,922 - mmdet - INFO - Epoch [36][2350/7330] lr: 3.778e-09, eta: 1:02:56, time: 0.751, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0284, loss_cls: 0.1298, acc: 95.0586, loss_bbox: 0.1832, loss_mask: 0.1901, loss: 0.5477 +2022-09-23 13:16:31,940 - mmdet - INFO - Epoch [36][2400/7330] lr: 3.778e-09, eta: 1:02:19, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0274, loss_cls: 0.1254, acc: 95.1721, loss_bbox: 0.1784, loss_mask: 0.1959, loss: 0.5426 +2022-09-23 13:17:09,061 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 13:17:09,064 - mmdet - INFO - Epoch [36][2450/7330] lr: 3.778e-09, eta: 1:01:41, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0276, loss_cls: 0.1251, acc: 95.2544, loss_bbox: 0.1768, loss_mask: 0.1892, loss: 0.5349 +2022-09-23 13:17:45,666 - mmdet - INFO - Epoch [36][2500/7330] lr: 3.778e-09, eta: 1:01:03, time: 0.732, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0265, loss_cls: 0.1229, acc: 95.3489, loss_bbox: 0.1741, loss_mask: 0.1893, loss: 0.5280 +2022-09-23 13:18:22,534 - mmdet - INFO - Epoch [36][2550/7330] lr: 3.778e-09, eta: 1:00:25, time: 0.737, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0274, loss_cls: 0.1328, acc: 94.9211, loss_bbox: 0.1872, loss_mask: 0.1945, loss: 0.5582 +2022-09-23 13:18:59,371 - mmdet - INFO - Epoch [36][2600/7330] lr: 3.778e-09, eta: 0:59:47, time: 0.737, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0170, loss_rpn_bbox: 0.0276, loss_cls: 0.1323, acc: 94.9668, loss_bbox: 0.1821, loss_mask: 0.1967, loss: 0.5557 +2022-09-23 13:19:36,348 - mmdet - INFO - Epoch [36][2650/7330] lr: 3.778e-09, eta: 0:59:09, time: 0.740, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0262, loss_cls: 0.1282, acc: 95.1560, loss_bbox: 0.1777, loss_mask: 0.1914, loss: 0.5385 +2022-09-23 13:20:13,620 - mmdet - INFO - Epoch [36][2700/7330] lr: 3.778e-09, eta: 0:58:31, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0262, loss_cls: 0.1260, acc: 95.2739, loss_bbox: 0.1761, loss_mask: 0.1884, loss: 0.5338 +2022-09-23 13:20:50,801 - mmdet - INFO - Epoch [36][2750/7330] lr: 3.778e-09, eta: 0:57:53, time: 0.743, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0255, loss_cls: 0.1243, acc: 95.2671, loss_bbox: 0.1733, loss_mask: 0.1927, loss: 0.5310 +2022-09-23 13:21:28,659 - mmdet - INFO - Epoch [36][2800/7330] lr: 3.778e-09, eta: 0:57:15, time: 0.758, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0165, loss_rpn_bbox: 0.0285, loss_cls: 0.1368, acc: 94.7891, loss_bbox: 0.1891, loss_mask: 0.1977, loss: 0.5686 +2022-09-23 13:22:05,228 - mmdet - INFO - Epoch [36][2850/7330] lr: 3.778e-09, eta: 0:56:37, time: 0.732, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0286, loss_cls: 0.1352, acc: 94.8450, loss_bbox: 0.1895, loss_mask: 0.1978, loss: 0.5673 +2022-09-23 13:22:42,436 - mmdet - INFO - Epoch [36][2900/7330] lr: 3.778e-09, eta: 0:55:59, time: 0.743, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0262, loss_cls: 0.1247, acc: 95.2961, loss_bbox: 0.1748, loss_mask: 0.1912, loss: 0.5331 +2022-09-23 13:23:19,584 - mmdet - INFO - Epoch [36][2950/7330] lr: 3.778e-09, eta: 0:55:21, time: 0.744, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0276, loss_cls: 0.1276, acc: 95.0762, loss_bbox: 0.1809, loss_mask: 0.1924, loss: 0.5442 +2022-09-23 13:23:57,391 - mmdet - INFO - Epoch [36][3000/7330] lr: 3.778e-09, eta: 0:54:43, time: 0.756, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0261, loss_cls: 0.1222, acc: 95.3171, loss_bbox: 0.1721, loss_mask: 0.1875, loss: 0.5240 +2022-09-23 13:24:34,214 - mmdet - INFO - Epoch [36][3050/7330] lr: 3.778e-09, eta: 0:54:05, time: 0.736, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0274, loss_cls: 0.1296, acc: 95.0557, loss_bbox: 0.1806, loss_mask: 0.1935, loss: 0.5463 +2022-09-23 13:25:11,497 - mmdet - INFO - Epoch [36][3100/7330] lr: 3.778e-09, eta: 0:53:27, time: 0.746, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0277, loss_cls: 0.1283, acc: 95.1597, loss_bbox: 0.1785, loss_mask: 0.1920, loss: 0.5430 +2022-09-23 13:25:48,573 - mmdet - INFO - Epoch [36][3150/7330] lr: 3.778e-09, eta: 0:52:49, time: 0.742, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0173, loss_rpn_bbox: 0.0286, loss_cls: 0.1359, acc: 94.7964, loss_bbox: 0.1916, loss_mask: 0.1941, loss: 0.5676 +2022-09-23 13:26:25,769 - mmdet - INFO - Epoch [36][3200/7330] lr: 3.778e-09, eta: 0:52:11, time: 0.744, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0269, loss_cls: 0.1243, acc: 95.2212, loss_bbox: 0.1787, loss_mask: 0.1889, loss: 0.5344 +2022-09-23 13:27:03,125 - mmdet - INFO - Epoch [36][3250/7330] lr: 3.778e-09, eta: 0:51:33, time: 0.747, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0276, loss_cls: 0.1336, acc: 94.9990, loss_bbox: 0.1819, loss_mask: 0.1955, loss: 0.5565 +2022-09-23 13:27:40,786 - mmdet - INFO - Epoch [36][3300/7330] lr: 3.778e-09, eta: 0:50:56, time: 0.753, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0139, loss_rpn_bbox: 0.0262, loss_cls: 0.1234, acc: 95.2258, loss_bbox: 0.1794, loss_mask: 0.1892, loss: 0.5320 +2022-09-23 13:28:17,625 - mmdet - INFO - Epoch [36][3350/7330] lr: 3.778e-09, eta: 0:50:18, time: 0.737, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0268, loss_cls: 0.1329, acc: 95.0225, loss_bbox: 0.1800, loss_mask: 0.1953, loss: 0.5521 +2022-09-23 13:28:54,328 - mmdet - INFO - Epoch [36][3400/7330] lr: 3.778e-09, eta: 0:49:40, time: 0.734, data_time: 0.022, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0283, loss_cls: 0.1282, acc: 95.1006, loss_bbox: 0.1818, loss_mask: 0.1921, loss: 0.5462 +2022-09-23 13:29:31,161 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 13:29:31,162 - mmdet - INFO - Epoch [36][3450/7330] lr: 3.778e-09, eta: 0:49:02, time: 0.737, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0179, loss_rpn_bbox: 0.0298, loss_cls: 0.1327, acc: 94.9795, loss_bbox: 0.1872, loss_mask: 0.1946, loss: 0.5623 +2022-09-23 13:30:08,301 - mmdet - INFO - Epoch [36][3500/7330] lr: 3.778e-09, eta: 0:48:24, time: 0.743, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0260, loss_cls: 0.1287, acc: 95.1040, loss_bbox: 0.1815, loss_mask: 0.1964, loss: 0.5479 +2022-09-23 13:30:46,085 - mmdet - INFO - Epoch [36][3550/7330] lr: 3.778e-09, eta: 0:47:46, time: 0.756, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0276, loss_cls: 0.1268, acc: 95.1909, loss_bbox: 0.1805, loss_mask: 0.1927, loss: 0.5420 +2022-09-23 13:31:23,076 - mmdet - INFO - Epoch [36][3600/7330] lr: 3.778e-09, eta: 0:47:08, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0259, loss_cls: 0.1256, acc: 95.2407, loss_bbox: 0.1766, loss_mask: 0.1891, loss: 0.5331 +2022-09-23 13:31:59,705 - mmdet - INFO - Epoch [36][3650/7330] lr: 3.778e-09, eta: 0:46:30, time: 0.733, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0285, loss_cls: 0.1311, acc: 94.9641, loss_bbox: 0.1819, loss_mask: 0.1966, loss: 0.5540 +2022-09-23 13:32:36,866 - mmdet - INFO - Epoch [36][3700/7330] lr: 3.778e-09, eta: 0:45:52, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0276, loss_cls: 0.1263, acc: 95.1848, loss_bbox: 0.1783, loss_mask: 0.1914, loss: 0.5387 +2022-09-23 13:33:13,553 - mmdet - INFO - Epoch [36][3750/7330] lr: 3.778e-09, eta: 0:45:14, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0255, loss_cls: 0.1254, acc: 95.2710, loss_bbox: 0.1763, loss_mask: 0.1874, loss: 0.5315 +2022-09-23 13:33:51,274 - mmdet - INFO - Epoch [36][3800/7330] lr: 3.778e-09, eta: 0:44:36, time: 0.753, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0154, loss_rpn_bbox: 0.0270, loss_cls: 0.1218, acc: 95.3740, loss_bbox: 0.1752, loss_mask: 0.1908, loss: 0.5302 +2022-09-23 13:34:28,384 - mmdet - INFO - Epoch [36][3850/7330] lr: 3.778e-09, eta: 0:43:58, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0274, loss_cls: 0.1354, acc: 94.8486, loss_bbox: 0.1881, loss_mask: 0.1954, loss: 0.5624 +2022-09-23 13:35:06,009 - mmdet - INFO - Epoch [36][3900/7330] lr: 3.778e-09, eta: 0:43:20, time: 0.753, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0278, loss_cls: 0.1275, acc: 95.2007, loss_bbox: 0.1813, loss_mask: 0.1890, loss: 0.5419 +2022-09-23 13:35:42,934 - mmdet - INFO - Epoch [36][3950/7330] lr: 3.778e-09, eta: 0:42:42, time: 0.738, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0266, loss_cls: 0.1289, acc: 95.1736, loss_bbox: 0.1775, loss_mask: 0.1935, loss: 0.5430 +2022-09-23 13:36:19,688 - mmdet - INFO - Epoch [36][4000/7330] lr: 3.778e-09, eta: 0:42:04, time: 0.735, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0265, loss_cls: 0.1212, acc: 95.3242, loss_bbox: 0.1726, loss_mask: 0.1928, loss: 0.5290 +2022-09-23 13:36:57,304 - mmdet - INFO - Epoch [36][4050/7330] lr: 3.778e-09, eta: 0:41:26, time: 0.753, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0270, loss_cls: 0.1269, acc: 95.2224, loss_bbox: 0.1793, loss_mask: 0.1924, loss: 0.5408 +2022-09-23 13:37:34,331 - mmdet - INFO - Epoch [36][4100/7330] lr: 3.778e-09, eta: 0:40:49, time: 0.741, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0175, loss_rpn_bbox: 0.0284, loss_cls: 0.1349, acc: 94.9175, loss_bbox: 0.1899, loss_mask: 0.1949, loss: 0.5656 +2022-09-23 13:38:11,856 - mmdet - INFO - Epoch [36][4150/7330] lr: 3.778e-09, eta: 0:40:11, time: 0.750, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0262, loss_cls: 0.1291, acc: 95.1533, loss_bbox: 0.1777, loss_mask: 0.1882, loss: 0.5374 +2022-09-23 13:38:49,340 - mmdet - INFO - Epoch [36][4200/7330] lr: 3.778e-09, eta: 0:39:33, time: 0.750, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0141, loss_rpn_bbox: 0.0248, loss_cls: 0.1213, acc: 95.3391, loss_bbox: 0.1746, loss_mask: 0.1893, loss: 0.5241 +2022-09-23 13:39:26,648 - mmdet - INFO - Epoch [36][4250/7330] lr: 3.778e-09, eta: 0:38:55, time: 0.746, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0266, loss_cls: 0.1261, acc: 95.2312, loss_bbox: 0.1781, loss_mask: 0.1955, loss: 0.5413 +2022-09-23 13:40:03,361 - mmdet - INFO - Epoch [36][4300/7330] lr: 3.778e-09, eta: 0:38:17, time: 0.734, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0258, loss_cls: 0.1237, acc: 95.3730, loss_bbox: 0.1742, loss_mask: 0.1911, loss: 0.5309 +2022-09-23 13:40:39,547 - mmdet - INFO - Epoch [36][4350/7330] lr: 3.778e-09, eta: 0:37:39, time: 0.724, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0262, loss_cls: 0.1279, acc: 95.0938, loss_bbox: 0.1805, loss_mask: 0.1929, loss: 0.5422 +2022-09-23 13:41:16,478 - mmdet - INFO - Epoch [36][4400/7330] lr: 3.778e-09, eta: 0:37:01, time: 0.739, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0180, loss_rpn_bbox: 0.0277, loss_cls: 0.1369, acc: 94.8474, loss_bbox: 0.1890, loss_mask: 0.1971, loss: 0.5686 +2022-09-23 13:41:53,634 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 13:41:53,639 - mmdet - INFO - Epoch [36][4450/7330] lr: 3.778e-09, eta: 0:36:23, time: 0.743, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0258, loss_cls: 0.1305, acc: 95.0435, loss_bbox: 0.1836, loss_mask: 0.1918, loss: 0.5464 +2022-09-23 13:42:30,761 - mmdet - INFO - Epoch [36][4500/7330] lr: 3.778e-09, eta: 0:35:45, time: 0.742, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0253, loss_cls: 0.1209, acc: 95.3625, loss_bbox: 0.1720, loss_mask: 0.1899, loss: 0.5225 +2022-09-23 13:43:08,194 - mmdet - INFO - Epoch [36][4550/7330] lr: 3.778e-09, eta: 0:35:07, time: 0.749, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0161, loss_rpn_bbox: 0.0268, loss_cls: 0.1264, acc: 95.1919, loss_bbox: 0.1788, loss_mask: 0.1930, loss: 0.5411 +2022-09-23 13:43:44,634 - mmdet - INFO - Epoch [36][4600/7330] lr: 3.778e-09, eta: 0:34:29, time: 0.729, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0263, loss_cls: 0.1310, acc: 95.1179, loss_bbox: 0.1787, loss_mask: 0.1886, loss: 0.5403 +2022-09-23 13:44:22,251 - mmdet - INFO - Epoch [36][4650/7330] lr: 3.778e-09, eta: 0:33:51, time: 0.751, data_time: 0.021, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0256, loss_cls: 0.1192, acc: 95.4722, loss_bbox: 0.1692, loss_mask: 0.1882, loss: 0.5180 +2022-09-23 13:44:59,731 - mmdet - INFO - Epoch [36][4700/7330] lr: 3.778e-09, eta: 0:33:13, time: 0.751, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0176, loss_rpn_bbox: 0.0288, loss_cls: 0.1346, acc: 94.9182, loss_bbox: 0.1876, loss_mask: 0.1988, loss: 0.5674 +2022-09-23 13:45:36,595 - mmdet - INFO - Epoch [36][4750/7330] lr: 3.778e-09, eta: 0:32:35, time: 0.737, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0252, loss_cls: 0.1182, acc: 95.5208, loss_bbox: 0.1671, loss_mask: 0.1854, loss: 0.5104 +2022-09-23 13:46:13,026 - mmdet - INFO - Epoch [36][4800/7330] lr: 3.778e-09, eta: 0:31:58, time: 0.728, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0271, loss_cls: 0.1278, acc: 95.1387, loss_bbox: 0.1808, loss_mask: 0.1926, loss: 0.5439 +2022-09-23 13:46:49,441 - mmdet - INFO - Epoch [36][4850/7330] lr: 3.778e-09, eta: 0:31:20, time: 0.729, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0269, loss_cls: 0.1314, acc: 95.0400, loss_bbox: 0.1817, loss_mask: 0.1967, loss: 0.5537 +2022-09-23 13:47:26,467 - mmdet - INFO - Epoch [36][4900/7330] lr: 3.778e-09, eta: 0:30:42, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0264, loss_cls: 0.1279, acc: 95.1396, loss_bbox: 0.1777, loss_mask: 0.1950, loss: 0.5429 +2022-09-23 13:48:03,714 - mmdet - INFO - Epoch [36][4950/7330] lr: 3.778e-09, eta: 0:30:04, time: 0.745, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0273, loss_cls: 0.1270, acc: 95.1985, loss_bbox: 0.1752, loss_mask: 0.1872, loss: 0.5331 +2022-09-23 13:48:41,112 - mmdet - INFO - Epoch [36][5000/7330] lr: 3.778e-09, eta: 0:29:26, time: 0.748, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0268, loss_cls: 0.1315, acc: 94.9998, loss_bbox: 0.1863, loss_mask: 0.1982, loss: 0.5593 +2022-09-23 13:49:17,528 - mmdet - INFO - Epoch [36][5050/7330] lr: 3.778e-09, eta: 0:28:48, time: 0.728, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0256, loss_cls: 0.1207, acc: 95.4622, loss_bbox: 0.1676, loss_mask: 0.1868, loss: 0.5167 +2022-09-23 13:49:54,293 - mmdet - INFO - Epoch [36][5100/7330] lr: 3.778e-09, eta: 0:28:10, time: 0.734, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0274, loss_cls: 0.1312, acc: 95.0374, loss_bbox: 0.1780, loss_mask: 0.1913, loss: 0.5449 +2022-09-23 13:50:31,177 - mmdet - INFO - Epoch [36][5150/7330] lr: 3.778e-09, eta: 0:27:32, time: 0.739, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0273, loss_cls: 0.1273, acc: 95.0671, loss_bbox: 0.1800, loss_mask: 0.1914, loss: 0.5425 +2022-09-23 13:51:07,807 - mmdet - INFO - Epoch [36][5200/7330] lr: 3.778e-09, eta: 0:26:54, time: 0.733, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0255, loss_cls: 0.1274, acc: 95.2263, loss_bbox: 0.1787, loss_mask: 0.1905, loss: 0.5376 +2022-09-23 13:51:44,881 - mmdet - INFO - Epoch [36][5250/7330] lr: 3.778e-09, eta: 0:26:16, time: 0.742, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0269, loss_cls: 0.1289, acc: 95.1016, loss_bbox: 0.1790, loss_mask: 0.1940, loss: 0.5446 +2022-09-23 13:52:22,590 - mmdet - INFO - Epoch [36][5300/7330] lr: 3.778e-09, eta: 0:25:38, time: 0.754, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0291, loss_cls: 0.1279, acc: 95.2170, loss_bbox: 0.1807, loss_mask: 0.1903, loss: 0.5440 +2022-09-23 13:52:59,721 - mmdet - INFO - Epoch [36][5350/7330] lr: 3.778e-09, eta: 0:25:00, time: 0.743, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0282, loss_cls: 0.1300, acc: 95.0151, loss_bbox: 0.1837, loss_mask: 0.1970, loss: 0.5549 +2022-09-23 13:53:36,310 - mmdet - INFO - Epoch [36][5400/7330] lr: 3.778e-09, eta: 0:24:23, time: 0.731, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0255, loss_cls: 0.1245, acc: 95.2334, loss_bbox: 0.1741, loss_mask: 0.1857, loss: 0.5255 +2022-09-23 13:54:12,840 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 13:54:12,881 - mmdet - INFO - Epoch [36][5450/7330] lr: 3.778e-09, eta: 0:23:45, time: 0.732, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0257, loss_cls: 0.1266, acc: 95.1296, loss_bbox: 0.1755, loss_mask: 0.1902, loss: 0.5335 +2022-09-23 13:54:49,496 - mmdet - INFO - Epoch [36][5500/7330] lr: 3.778e-09, eta: 0:23:07, time: 0.733, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0278, loss_cls: 0.1328, acc: 94.9575, loss_bbox: 0.1862, loss_mask: 0.1979, loss: 0.5609 +2022-09-23 13:55:25,916 - mmdet - INFO - Epoch [36][5550/7330] lr: 3.778e-09, eta: 0:22:29, time: 0.728, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0259, loss_cls: 0.1236, acc: 95.2502, loss_bbox: 0.1782, loss_mask: 0.1914, loss: 0.5340 +2022-09-23 13:56:02,070 - mmdet - INFO - Epoch [36][5600/7330] lr: 3.778e-09, eta: 0:21:51, time: 0.724, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0149, loss_rpn_bbox: 0.0259, loss_cls: 0.1266, acc: 95.1831, loss_bbox: 0.1795, loss_mask: 0.1925, loss: 0.5395 +2022-09-23 13:56:38,688 - mmdet - INFO - Epoch [36][5650/7330] lr: 3.778e-09, eta: 0:21:13, time: 0.732, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0275, loss_cls: 0.1259, acc: 95.1729, loss_bbox: 0.1792, loss_mask: 0.1919, loss: 0.5404 +2022-09-23 13:57:15,461 - mmdet - INFO - Epoch [36][5700/7330] lr: 3.778e-09, eta: 0:20:35, time: 0.735, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0283, loss_cls: 0.1338, acc: 94.9666, loss_bbox: 0.1855, loss_mask: 0.1949, loss: 0.5594 +2022-09-23 13:57:52,802 - mmdet - INFO - Epoch [36][5750/7330] lr: 3.778e-09, eta: 0:19:57, time: 0.747, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0166, loss_rpn_bbox: 0.0286, loss_cls: 0.1300, acc: 94.9902, loss_bbox: 0.1853, loss_mask: 0.1946, loss: 0.5551 +2022-09-23 13:58:29,644 - mmdet - INFO - Epoch [36][5800/7330] lr: 3.778e-09, eta: 0:19:19, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0162, loss_rpn_bbox: 0.0279, loss_cls: 0.1286, acc: 95.1082, loss_bbox: 0.1842, loss_mask: 0.1930, loss: 0.5500 +2022-09-23 13:59:06,874 - mmdet - INFO - Epoch [36][5850/7330] lr: 3.778e-09, eta: 0:18:41, time: 0.745, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0265, loss_cls: 0.1256, acc: 95.1375, loss_bbox: 0.1774, loss_mask: 0.1902, loss: 0.5345 +2022-09-23 13:59:43,737 - mmdet - INFO - Epoch [36][5900/7330] lr: 3.778e-09, eta: 0:18:03, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0160, loss_rpn_bbox: 0.0269, loss_cls: 0.1292, acc: 95.1323, loss_bbox: 0.1809, loss_mask: 0.1957, loss: 0.5488 +2022-09-23 14:00:21,174 - mmdet - INFO - Epoch [36][5950/7330] lr: 3.778e-09, eta: 0:17:25, time: 0.749, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0295, loss_cls: 0.1329, acc: 94.9004, loss_bbox: 0.1838, loss_mask: 0.1951, loss: 0.5576 +2022-09-23 14:00:57,458 - mmdet - INFO - Epoch [36][6000/7330] lr: 3.778e-09, eta: 0:16:48, time: 0.725, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0146, loss_rpn_bbox: 0.0254, loss_cls: 0.1229, acc: 95.3467, loss_bbox: 0.1696, loss_mask: 0.1910, loss: 0.5234 +2022-09-23 14:01:34,086 - mmdet - INFO - Epoch [36][6050/7330] lr: 3.778e-09, eta: 0:16:10, time: 0.733, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0132, loss_rpn_bbox: 0.0246, loss_cls: 0.1161, acc: 95.6147, loss_bbox: 0.1660, loss_mask: 0.1867, loss: 0.5065 +2022-09-23 14:02:11,446 - mmdet - INFO - Epoch [36][6100/7330] lr: 3.778e-09, eta: 0:15:32, time: 0.747, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0281, loss_cls: 0.1303, acc: 95.0266, loss_bbox: 0.1797, loss_mask: 0.1920, loss: 0.5459 +2022-09-23 14:02:47,861 - mmdet - INFO - Epoch [36][6150/7330] lr: 3.778e-09, eta: 0:14:54, time: 0.728, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0262, loss_cls: 0.1279, acc: 95.1909, loss_bbox: 0.1802, loss_mask: 0.1947, loss: 0.5453 +2022-09-23 14:03:24,563 - mmdet - INFO - Epoch [36][6200/7330] lr: 3.778e-09, eta: 0:14:16, time: 0.734, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0275, loss_cls: 0.1273, acc: 95.1421, loss_bbox: 0.1843, loss_mask: 0.1991, loss: 0.5525 +2022-09-23 14:04:01,437 - mmdet - INFO - Epoch [36][6250/7330] lr: 3.778e-09, eta: 0:13:38, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0147, loss_rpn_bbox: 0.0262, loss_cls: 0.1244, acc: 95.2673, loss_bbox: 0.1797, loss_mask: 0.1922, loss: 0.5371 +2022-09-23 14:04:39,216 - mmdet - INFO - Epoch [36][6300/7330] lr: 3.778e-09, eta: 0:13:00, time: 0.755, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0172, loss_rpn_bbox: 0.0289, loss_cls: 0.1308, acc: 95.1001, loss_bbox: 0.1803, loss_mask: 0.1956, loss: 0.5528 +2022-09-23 14:05:16,196 - mmdet - INFO - Epoch [36][6350/7330] lr: 3.778e-09, eta: 0:12:22, time: 0.740, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0143, loss_rpn_bbox: 0.0277, loss_cls: 0.1249, acc: 95.1833, loss_bbox: 0.1826, loss_mask: 0.1908, loss: 0.5403 +2022-09-23 14:05:53,296 - mmdet - INFO - Epoch [36][6400/7330] lr: 3.778e-09, eta: 0:11:44, time: 0.742, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0152, loss_rpn_bbox: 0.0258, loss_cls: 0.1254, acc: 95.1848, loss_bbox: 0.1759, loss_mask: 0.1932, loss: 0.5356 +2022-09-23 14:06:30,333 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 14:06:30,390 - mmdet - INFO - Epoch [36][6450/7330] lr: 3.778e-09, eta: 0:11:06, time: 0.741, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0169, loss_rpn_bbox: 0.0256, loss_cls: 0.1229, acc: 95.3762, loss_bbox: 0.1727, loss_mask: 0.1898, loss: 0.5279 +2022-09-23 14:07:07,780 - mmdet - INFO - Epoch [36][6500/7330] lr: 3.778e-09, eta: 0:10:29, time: 0.749, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0174, loss_rpn_bbox: 0.0258, loss_cls: 0.1290, acc: 95.0901, loss_bbox: 0.1828, loss_mask: 0.1940, loss: 0.5490 +2022-09-23 14:07:44,981 - mmdet - INFO - Epoch [36][6550/7330] lr: 3.778e-09, eta: 0:09:51, time: 0.744, data_time: 0.018, memory: 54014, loss_rpn_cls: 0.0178, loss_rpn_bbox: 0.0297, loss_cls: 0.1340, acc: 94.9258, loss_bbox: 0.1827, loss_mask: 0.1936, loss: 0.5578 +2022-09-23 14:08:21,328 - mmdet - INFO - Epoch [36][6600/7330] lr: 3.778e-09, eta: 0:09:13, time: 0.727, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0171, loss_rpn_bbox: 0.0283, loss_cls: 0.1345, acc: 94.8938, loss_bbox: 0.1861, loss_mask: 0.1965, loss: 0.5625 +2022-09-23 14:08:58,182 - mmdet - INFO - Epoch [36][6650/7330] lr: 3.778e-09, eta: 0:08:35, time: 0.737, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0268, loss_cls: 0.1309, acc: 94.9062, loss_bbox: 0.1840, loss_mask: 0.1930, loss: 0.5498 +2022-09-23 14:09:35,368 - mmdet - INFO - Epoch [36][6700/7330] lr: 3.778e-09, eta: 0:07:57, time: 0.743, data_time: 0.013, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0282, loss_cls: 0.1271, acc: 95.1804, loss_bbox: 0.1817, loss_mask: 0.1976, loss: 0.5501 +2022-09-23 14:10:13,198 - mmdet - INFO - Epoch [36][6750/7330] lr: 3.778e-09, eta: 0:07:19, time: 0.758, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0158, loss_rpn_bbox: 0.0265, loss_cls: 0.1276, acc: 95.1091, loss_bbox: 0.1838, loss_mask: 0.1908, loss: 0.5445 +2022-09-23 14:10:50,106 - mmdet - INFO - Epoch [36][6800/7330] lr: 3.778e-09, eta: 0:06:41, time: 0.737, data_time: 0.015, memory: 54014, loss_rpn_cls: 0.0189, loss_rpn_bbox: 0.0285, loss_cls: 0.1349, acc: 94.8884, loss_bbox: 0.1905, loss_mask: 0.1981, loss: 0.5709 +2022-09-23 14:11:26,686 - mmdet - INFO - Epoch [36][6850/7330] lr: 3.778e-09, eta: 0:06:03, time: 0.733, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0155, loss_rpn_bbox: 0.0276, loss_cls: 0.1270, acc: 95.1089, loss_bbox: 0.1788, loss_mask: 0.1897, loss: 0.5386 +2022-09-23 14:12:03,115 - mmdet - INFO - Epoch [36][6900/7330] lr: 3.778e-09, eta: 0:05:25, time: 0.729, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0235, loss_cls: 0.1152, acc: 95.6199, loss_bbox: 0.1621, loss_mask: 0.1833, loss: 0.4990 +2022-09-23 14:12:40,122 - mmdet - INFO - Epoch [36][6950/7330] lr: 3.778e-09, eta: 0:04:47, time: 0.740, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0262, loss_cls: 0.1284, acc: 95.1240, loss_bbox: 0.1784, loss_mask: 0.1882, loss: 0.5371 +2022-09-23 14:13:17,192 - mmdet - INFO - Epoch [36][7000/7330] lr: 3.778e-09, eta: 0:04:10, time: 0.741, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0168, loss_rpn_bbox: 0.0282, loss_cls: 0.1302, acc: 95.0713, loss_bbox: 0.1831, loss_mask: 0.1922, loss: 0.5506 +2022-09-23 14:13:54,107 - mmdet - INFO - Epoch [36][7050/7330] lr: 3.778e-09, eta: 0:03:32, time: 0.738, data_time: 0.014, memory: 54014, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0268, loss_cls: 0.1254, acc: 95.2188, loss_bbox: 0.1808, loss_mask: 0.1905, loss: 0.5392 +2022-09-23 14:14:31,487 - mmdet - INFO - Epoch [36][7100/7330] lr: 3.778e-09, eta: 0:02:54, time: 0.748, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0164, loss_rpn_bbox: 0.0257, loss_cls: 0.1204, acc: 95.4500, loss_bbox: 0.1652, loss_mask: 0.1867, loss: 0.5143 +2022-09-23 14:15:08,685 - mmdet - INFO - Epoch [36][7150/7330] lr: 3.778e-09, eta: 0:02:16, time: 0.743, data_time: 0.019, memory: 54014, loss_rpn_cls: 0.0159, loss_rpn_bbox: 0.0281, loss_cls: 0.1327, acc: 94.9653, loss_bbox: 0.1848, loss_mask: 0.1902, loss: 0.5517 +2022-09-23 14:15:45,854 - mmdet - INFO - Epoch [36][7200/7330] lr: 3.778e-09, eta: 0:01:38, time: 0.744, data_time: 0.017, memory: 54014, loss_rpn_cls: 0.0151, loss_rpn_bbox: 0.0251, loss_cls: 0.1231, acc: 95.2629, loss_bbox: 0.1743, loss_mask: 0.1895, loss: 0.5271 +2022-09-23 14:16:22,731 - mmdet - INFO - Epoch [36][7250/7330] lr: 3.778e-09, eta: 0:01:00, time: 0.738, data_time: 0.016, memory: 54014, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0247, loss_cls: 0.1224, acc: 95.3357, loss_bbox: 0.1734, loss_mask: 0.1868, loss: 0.5221 +2022-09-23 14:16:59,967 - mmdet - INFO - Epoch [36][7300/7330] lr: 3.778e-09, eta: 0:00:22, time: 0.744, data_time: 0.020, memory: 54014, loss_rpn_cls: 0.0153, loss_rpn_bbox: 0.0291, loss_cls: 0.1334, acc: 94.9470, loss_bbox: 0.1864, loss_mask: 0.1966, loss: 0.5608 +2022-09-23 14:17:32,068 - mmdet - INFO - Saving checkpoint at 36 epochs +2022-09-23 14:20:14,216 - mmdet - INFO - Evaluating bbox... +2022-09-23 14:20:36,138 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.521 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.738 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.565 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.358 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.559 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.674 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.630 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.630 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.630 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.469 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.669 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.777 + +2022-09-23 14:20:36,139 - mmdet - INFO - Evaluating segm... +2022-09-23 14:21:01,014 - mmdet - INFO - + Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.460 + Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=1000 ] = 0.705 + Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=1000 ] = 0.497 + Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.267 + Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.492 + Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.654 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.565 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=300 ] = 0.565 + Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=1000 ] = 0.565 + Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=1000 ] = 0.401 + Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=1000 ] = 0.605 + Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=1000 ] = 0.726 + +2022-09-23 14:21:01,352 - mmdet - INFO - Exp name: mask_rcnn_augreg_adapter_large_fpn_3x_coco_ldr08.py +2022-09-23 14:21:01,352 - mmdet - INFO - Epoch(val) [36][625] bbox_mAP: 0.5210, bbox_mAP_50: 0.7380, bbox_mAP_75: 0.5650, bbox_mAP_s: 0.3580, bbox_mAP_m: 0.5590, bbox_mAP_l: 0.6740, bbox_mAP_copypaste: 0.521 0.738 0.565 0.358 0.559 0.674, segm_mAP: 0.4600, segm_mAP_50: 0.7050, segm_mAP_75: 0.4970, segm_mAP_s: 0.2670, segm_mAP_m: 0.4920, segm_mAP_l: 0.6540, segm_mAP_copypaste: 0.460 0.705 0.497 0.267 0.492 0.654